In [1]:
%matplotlib inline
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
In [2]:
# fixed seed
np.random.seed(123)
In [3]:
#Stochastic Chaos Model
def sc(n=500, y0=0.5):
y = 4 * np.random.uniform(0, 1, size=n)
y[0] = y0
for i in range(1, n):
y[i] *= y[i-1] * (1-y[i-1])
return y.astype('float32')
y = sc()
In [4]:
df = pd.DataFrame(y, columns=['sc_model'], index=range(500))
#from statsmodels.tsa.stattools import adfuller
#res = sm.tsa.stattools.adfuller(df['sc_model'])
#print('Unit root pvalue: {:f}'.format(res[1]) )
In [5]:
plt.figure(figsize=(15, 5))
plt.plot(y)
plt.title('Stochastic Chaos Process')
plt.show()
In [6]:
lags = 4
cols = []
for lag in range(1,lags+1):
col = 'lag_%d'% lag
cols.append(col)
df[col] = df['sc_model'].shift(lag)
#df.head(5)
In [7]:
df = df.dropna(how='any')
#df.head()
In [8]:
Y = df['sc_model'].values
X = df[cols].values
test_Y = Y[-100:]
test_X = X[-100:]
train_Y = Y[:-100]
train_X = X[:-100]
In [9]:
import statsmodels.api as sm
from sklearn.metrics import mean_squared_error, r2_score
/home/mehdi/Py36Env/py36env/lib/python3.6/site-packages/statsmodels/compat/pandas.py:56: FutureWarning: The pandas.core.datetools module is deprecated and will be removed in a future version. Please use the pandas.tseries module instead.
from pandas.core import datetools
In [10]:
model = sm.OLS(train_Y, train_X)
results = model.fit()
#results.summary()
In [11]:
ols_results = pd.DataFrame(y, columns=['model'])
ols_results['in_sample'] = np.nan
ols_results['out_sample'] = np.nan
ols_in_sample = results.fittedvalues.flatten()
ols_out_sample = results.predict(test_X)
ols_results.loc[5:400, 'in_sample'] = results.fittedvalues.flatten()
ols_results.loc[400:, 'out_sample'] = results.predict(test_X)
In [12]:
ols_results.plot(figsize=(20, 5));
In [13]:
# calculate root mean squared error and sucess ratio
success_ratio = lambda a, b: np.mean(np.sign(a)==np.sign(b))
ols_des = pd.DataFrame(index=['RMSE', 'R2', 'SR'], columns=['OLS in sample', 'OLS out of sample'])
ols_des.loc['RMSE', 'OLS in sample'] = np.sqrt(mean_squared_error(train_Y, ols_in_sample))
ols_des.loc['RMSE', 'OLS out of sample'] = np.sqrt(mean_squared_error(test_Y, ols_out_sample))
ols_des.loc['R2', 'OLS in sample'] = r2_score(train_Y, ols_in_sample)
ols_des.loc['R2', 'OLS out of sample'] = r2_score(test_Y, ols_out_sample)
ols_des.loc['SR', 'OLS out of sample'] = success_ratio(test_Y, ols_out_sample)
ols_des
Out[13]:
OLS in sample
OLS out of sample
RMSE
0.22494
0.207552
R2
0.20287
0.110148
SR
NaN
1
In [14]:
from keras.models import Sequential
from keras.layers import Dense, Activation
from keras.layers.advanced_activations import *
import keras.backend as Kb
Using Theano backend.
In [15]:
def success_ratio(y_true, y_pred):
return Kb.mean(Kb.equal(Kb.sign(y_true), Kb.sign(y_pred)))
In [16]:
def r_coeff(y_true, y_pred):
rss = Kb.sum(Kb.square(y_true-y_pred))
sst = Kb.sum(Kb.square(y_true-Kb.mean(y_true)))
return 1-(rss/(sst+Kb.epsilon()))
In [17]:
model = Sequential()
model.add(Dense(lags, input_dim=lags))
model.add(Activation('sigmoid'))
model.add(Dense(1))
model.add(Activation('sigmoid'))
model.compile(loss='mse', optimizer='rmsprop', metrics=[r_coeff, success_ratio])
In [18]:
history = model.fit(train_X, train_Y,
validation_data=(test_X, test_Y),
epochs=7000, batch_size=len(train_X), verbose=2,
shuffle=False)
Train on 396 samples, validate on 100 samples
Epoch 1/7000
0s - loss: 0.1171 - r_coeff: -8.4428e-01 - success_ratio: 1.0000 - val_loss: 0.1316 - val_r_coeff: -1.7178e+00 - val_success_ratio: 1.0000
Epoch 2/7000
0s - loss: 0.1156 - r_coeff: -8.2137e-01 - success_ratio: 1.0000 - val_loss: 0.1303 - val_r_coeff: -1.6913e+00 - val_success_ratio: 1.0000
Epoch 3/7000
0s - loss: 0.1146 - r_coeff: -8.0506e-01 - success_ratio: 1.0000 - val_loss: 0.1292 - val_r_coeff: -1.6693e+00 - val_success_ratio: 1.0000
Epoch 4/7000
0s - loss: 0.1137 - r_coeff: -7.9160e-01 - success_ratio: 1.0000 - val_loss: 0.1283 - val_r_coeff: -1.6500e+00 - val_success_ratio: 1.0000
Epoch 5/7000
0s - loss: 0.1130 - r_coeff: -7.7979e-01 - success_ratio: 1.0000 - val_loss: 0.1274 - val_r_coeff: -1.6325e+00 - val_success_ratio: 1.0000
Epoch 6/7000
0s - loss: 0.1123 - r_coeff: -7.6907e-01 - success_ratio: 1.0000 - val_loss: 0.1267 - val_r_coeff: -1.6162e+00 - val_success_ratio: 1.0000
Epoch 7/7000
0s - loss: 0.1117 - r_coeff: -7.5915e-01 - success_ratio: 1.0000 - val_loss: 0.1259 - val_r_coeff: -1.6009e+00 - val_success_ratio: 1.0000
Epoch 8/7000
0s - loss: 0.1111 - r_coeff: -7.4982e-01 - success_ratio: 1.0000 - val_loss: 0.1252 - val_r_coeff: -1.5863e+00 - val_success_ratio: 1.0000
Epoch 9/7000
0s - loss: 0.1105 - r_coeff: -7.4097e-01 - success_ratio: 1.0000 - val_loss: 0.1245 - val_r_coeff: -1.5724e+00 - val_success_ratio: 1.0000
Epoch 10/7000
0s - loss: 0.1100 - r_coeff: -7.3251e-01 - success_ratio: 1.0000 - val_loss: 0.1239 - val_r_coeff: -1.5589e+00 - val_success_ratio: 1.0000
Epoch 11/7000
0s - loss: 0.1095 - r_coeff: -7.2436e-01 - success_ratio: 1.0000 - val_loss: 0.1232 - val_r_coeff: -1.5459e+00 - val_success_ratio: 1.0000
Epoch 12/7000
0s - loss: 0.1090 - r_coeff: -7.1648e-01 - success_ratio: 1.0000 - val_loss: 0.1226 - val_r_coeff: -1.5333e+00 - val_success_ratio: 1.0000
Epoch 13/7000
0s - loss: 0.1085 - r_coeff: -7.0883e-01 - success_ratio: 1.0000 - val_loss: 0.1220 - val_r_coeff: -1.5209e+00 - val_success_ratio: 1.0000
Epoch 14/7000
0s - loss: 0.1080 - r_coeff: -7.0137e-01 - success_ratio: 1.0000 - val_loss: 0.1215 - val_r_coeff: -1.5089e+00 - val_success_ratio: 1.0000
Epoch 15/7000
0s - loss: 0.1075 - r_coeff: -6.9410e-01 - success_ratio: 1.0000 - val_loss: 0.1209 - val_r_coeff: -1.4970e+00 - val_success_ratio: 1.0000
Epoch 16/7000
0s - loss: 0.1071 - r_coeff: -6.8697e-01 - success_ratio: 1.0000 - val_loss: 0.1203 - val_r_coeff: -1.4854e+00 - val_success_ratio: 1.0000
Epoch 17/7000
0s - loss: 0.1066 - r_coeff: -6.7998e-01 - success_ratio: 1.0000 - val_loss: 0.1198 - val_r_coeff: -1.4740e+00 - val_success_ratio: 1.0000
Epoch 18/7000
0s - loss: 0.1062 - r_coeff: -6.7312e-01 - success_ratio: 1.0000 - val_loss: 0.1192 - val_r_coeff: -1.4627e+00 - val_success_ratio: 1.0000
Epoch 19/7000
0s - loss: 0.1058 - r_coeff: -6.6636e-01 - success_ratio: 1.0000 - val_loss: 0.1187 - val_r_coeff: -1.4516e+00 - val_success_ratio: 1.0000
Epoch 20/7000
0s - loss: 0.1054 - r_coeff: -6.5971e-01 - success_ratio: 1.0000 - val_loss: 0.1182 - val_r_coeff: -1.4407e+00 - val_success_ratio: 1.0000
Epoch 21/7000
0s - loss: 0.1049 - r_coeff: -6.5315e-01 - success_ratio: 1.0000 - val_loss: 0.1176 - val_r_coeff: -1.4298e+00 - val_success_ratio: 1.0000
Epoch 22/7000
0s - loss: 0.1045 - r_coeff: -6.4668e-01 - success_ratio: 1.0000 - val_loss: 0.1171 - val_r_coeff: -1.4191e+00 - val_success_ratio: 1.0000
Epoch 23/7000
0s - loss: 0.1041 - r_coeff: -6.4029e-01 - success_ratio: 1.0000 - val_loss: 0.1166 - val_r_coeff: -1.4085e+00 - val_success_ratio: 1.0000
Epoch 24/7000
0s - loss: 0.1037 - r_coeff: -6.3397e-01 - success_ratio: 1.0000 - val_loss: 0.1161 - val_r_coeff: -1.3980e+00 - val_success_ratio: 1.0000
Epoch 25/7000
0s - loss: 0.1033 - r_coeff: -6.2772e-01 - success_ratio: 1.0000 - val_loss: 0.1156 - val_r_coeff: -1.3876e+00 - val_success_ratio: 1.0000
Epoch 26/7000
0s - loss: 0.1029 - r_coeff: -6.2153e-01 - success_ratio: 1.0000 - val_loss: 0.1151 - val_r_coeff: -1.3773e+00 - val_success_ratio: 1.0000
Epoch 27/7000
0s - loss: 0.1025 - r_coeff: -6.1541e-01 - success_ratio: 1.0000 - val_loss: 0.1146 - val_r_coeff: -1.3670e+00 - val_success_ratio: 1.0000
Epoch 28/7000
0s - loss: 0.1022 - r_coeff: -6.0934e-01 - success_ratio: 1.0000 - val_loss: 0.1141 - val_r_coeff: -1.3569e+00 - val_success_ratio: 1.0000
Epoch 29/7000
0s - loss: 0.1018 - r_coeff: -6.0333e-01 - success_ratio: 1.0000 - val_loss: 0.1136 - val_r_coeff: -1.3468e+00 - val_success_ratio: 1.0000
Epoch 30/7000
0s - loss: 0.1014 - r_coeff: -5.9737e-01 - success_ratio: 1.0000 - val_loss: 0.1131 - val_r_coeff: -1.3368e+00 - val_success_ratio: 1.0000
Epoch 31/7000
0s - loss: 0.1010 - r_coeff: -5.9147e-01 - success_ratio: 1.0000 - val_loss: 0.1126 - val_r_coeff: -1.3269e+00 - val_success_ratio: 1.0000
Epoch 32/7000
0s - loss: 0.1006 - r_coeff: -5.8561e-01 - success_ratio: 1.0000 - val_loss: 0.1122 - val_r_coeff: -1.3170e+00 - val_success_ratio: 1.0000
Epoch 33/7000
0s - loss: 0.1003 - r_coeff: -5.7980e-01 - success_ratio: 1.0000 - val_loss: 0.1117 - val_r_coeff: -1.3072e+00 - val_success_ratio: 1.0000
Epoch 34/7000
0s - loss: 0.0999 - r_coeff: -5.7403e-01 - success_ratio: 1.0000 - val_loss: 0.1112 - val_r_coeff: -1.2974e+00 - val_success_ratio: 1.0000
Epoch 35/7000
0s - loss: 0.0995 - r_coeff: -5.6831e-01 - success_ratio: 1.0000 - val_loss: 0.1107 - val_r_coeff: -1.2877e+00 - val_success_ratio: 1.0000
Epoch 36/7000
0s - loss: 0.0992 - r_coeff: -5.6263e-01 - success_ratio: 1.0000 - val_loss: 0.1103 - val_r_coeff: -1.2781e+00 - val_success_ratio: 1.0000
Epoch 37/7000
0s - loss: 0.0988 - r_coeff: -5.5699e-01 - success_ratio: 1.0000 - val_loss: 0.1098 - val_r_coeff: -1.2685e+00 - val_success_ratio: 1.0000
Epoch 38/7000
0s - loss: 0.0985 - r_coeff: -5.5140e-01 - success_ratio: 1.0000 - val_loss: 0.1094 - val_r_coeff: -1.2590e+00 - val_success_ratio: 1.0000
Epoch 39/7000
0s - loss: 0.0981 - r_coeff: -5.4584e-01 - success_ratio: 1.0000 - val_loss: 0.1089 - val_r_coeff: -1.2495e+00 - val_success_ratio: 1.0000
Epoch 40/7000
0s - loss: 0.0978 - r_coeff: -5.4032e-01 - success_ratio: 1.0000 - val_loss: 0.1084 - val_r_coeff: -1.2401e+00 - val_success_ratio: 1.0000
Epoch 41/7000
0s - loss: 0.0974 - r_coeff: -5.3485e-01 - success_ratio: 1.0000 - val_loss: 0.1080 - val_r_coeff: -1.2308e+00 - val_success_ratio: 1.0000
Epoch 42/7000
0s - loss: 0.0971 - r_coeff: -5.2941e-01 - success_ratio: 1.0000 - val_loss: 0.1075 - val_r_coeff: -1.2215e+00 - val_success_ratio: 1.0000
Epoch 43/7000
0s - loss: 0.0967 - r_coeff: -5.2400e-01 - success_ratio: 1.0000 - val_loss: 0.1071 - val_r_coeff: -1.2122e+00 - val_success_ratio: 1.0000
Epoch 44/7000
0s - loss: 0.0964 - r_coeff: -5.1864e-01 - success_ratio: 1.0000 - val_loss: 0.1066 - val_r_coeff: -1.2030e+00 - val_success_ratio: 1.0000
Epoch 45/7000
0s - loss: 0.0961 - r_coeff: -5.1331e-01 - success_ratio: 1.0000 - val_loss: 0.1062 - val_r_coeff: -1.1938e+00 - val_success_ratio: 1.0000
Epoch 46/7000
0s - loss: 0.0957 - r_coeff: -5.0801e-01 - success_ratio: 1.0000 - val_loss: 0.1058 - val_r_coeff: -1.1847e+00 - val_success_ratio: 1.0000
Epoch 47/7000
0s - loss: 0.0954 - r_coeff: -5.0275e-01 - success_ratio: 1.0000 - val_loss: 0.1053 - val_r_coeff: -1.1756e+00 - val_success_ratio: 1.0000
Epoch 48/7000
0s - loss: 0.0951 - r_coeff: -4.9753e-01 - success_ratio: 1.0000 - val_loss: 0.1049 - val_r_coeff: -1.1666e+00 - val_success_ratio: 1.0000
Epoch 49/7000
0s - loss: 0.0947 - r_coeff: -4.9234e-01 - success_ratio: 1.0000 - val_loss: 0.1045 - val_r_coeff: -1.1576e+00 - val_success_ratio: 1.0000
Epoch 50/7000
0s - loss: 0.0944 - r_coeff: -4.8719e-01 - success_ratio: 1.0000 - val_loss: 0.1040 - val_r_coeff: -1.1487e+00 - val_success_ratio: 1.0000
Epoch 51/7000
0s - loss: 0.0941 - r_coeff: -4.8206e-01 - success_ratio: 1.0000 - val_loss: 0.1036 - val_r_coeff: -1.1398e+00 - val_success_ratio: 1.0000
Epoch 52/7000
0s - loss: 0.0938 - r_coeff: -4.7698e-01 - success_ratio: 1.0000 - val_loss: 0.1032 - val_r_coeff: -1.1310e+00 - val_success_ratio: 1.0000
Epoch 53/7000
0s - loss: 0.0934 - r_coeff: -4.7193e-01 - success_ratio: 1.0000 - val_loss: 0.1027 - val_r_coeff: -1.1222e+00 - val_success_ratio: 1.0000
Epoch 54/7000
0s - loss: 0.0931 - r_coeff: -4.6691e-01 - success_ratio: 1.0000 - val_loss: 0.1023 - val_r_coeff: -1.1134e+00 - val_success_ratio: 1.0000
Epoch 55/7000
0s - loss: 0.0928 - r_coeff: -4.6192e-01 - success_ratio: 1.0000 - val_loss: 0.1019 - val_r_coeff: -1.1047e+00 - val_success_ratio: 1.0000
Epoch 56/7000
0s - loss: 0.0925 - r_coeff: -4.5697e-01 - success_ratio: 1.0000 - val_loss: 0.1015 - val_r_coeff: -1.0960e+00 - val_success_ratio: 1.0000
Epoch 57/7000
0s - loss: 0.0922 - r_coeff: -4.5205e-01 - success_ratio: 1.0000 - val_loss: 0.1011 - val_r_coeff: -1.0874e+00 - val_success_ratio: 1.0000
Epoch 58/7000
0s - loss: 0.0919 - r_coeff: -4.4717e-01 - success_ratio: 1.0000 - val_loss: 0.1006 - val_r_coeff: -1.0788e+00 - val_success_ratio: 1.0000
Epoch 59/7000
0s - loss: 0.0916 - r_coeff: -4.4231e-01 - success_ratio: 1.0000 - val_loss: 0.1002 - val_r_coeff: -1.0703e+00 - val_success_ratio: 1.0000
Epoch 60/7000
0s - loss: 0.0912 - r_coeff: -4.3749e-01 - success_ratio: 1.0000 - val_loss: 0.0998 - val_r_coeff: -1.0618e+00 - val_success_ratio: 1.0000
Epoch 61/7000
0s - loss: 0.0909 - r_coeff: -4.3271e-01 - success_ratio: 1.0000 - val_loss: 0.0994 - val_r_coeff: -1.0534e+00 - val_success_ratio: 1.0000
Epoch 62/7000
0s - loss: 0.0906 - r_coeff: -4.2795e-01 - success_ratio: 1.0000 - val_loss: 0.0990 - val_r_coeff: -1.0450e+00 - val_success_ratio: 1.0000
Epoch 63/7000
0s - loss: 0.0903 - r_coeff: -4.2323e-01 - success_ratio: 1.0000 - val_loss: 0.0986 - val_r_coeff: -1.0366e+00 - val_success_ratio: 1.0000
Epoch 64/7000
0s - loss: 0.0900 - r_coeff: -4.1854e-01 - success_ratio: 1.0000 - val_loss: 0.0982 - val_r_coeff: -1.0283e+00 - val_success_ratio: 1.0000
Epoch 65/7000
0s - loss: 0.0897 - r_coeff: -4.1388e-01 - success_ratio: 1.0000 - val_loss: 0.0978 - val_r_coeff: -1.0200e+00 - val_success_ratio: 1.0000
Epoch 66/7000
0s - loss: 0.0895 - r_coeff: -4.0926e-01 - success_ratio: 1.0000 - val_loss: 0.0974 - val_r_coeff: -1.0118e+00 - val_success_ratio: 1.0000
Epoch 67/7000
0s - loss: 0.0892 - r_coeff: -4.0466e-01 - success_ratio: 1.0000 - val_loss: 0.0970 - val_r_coeff: -1.0036e+00 - val_success_ratio: 1.0000
Epoch 68/7000
0s - loss: 0.0889 - r_coeff: -4.0010e-01 - success_ratio: 1.0000 - val_loss: 0.0966 - val_r_coeff: -9.9542e-01 - val_success_ratio: 1.0000
Epoch 69/7000
0s - loss: 0.0886 - r_coeff: -3.9557e-01 - success_ratio: 1.0000 - val_loss: 0.0962 - val_r_coeff: -9.8731e-01 - val_success_ratio: 1.0000
Epoch 70/7000
0s - loss: 0.0883 - r_coeff: -3.9107e-01 - success_ratio: 1.0000 - val_loss: 0.0958 - val_r_coeff: -9.7925e-01 - val_success_ratio: 1.0000
Epoch 71/7000
0s - loss: 0.0880 - r_coeff: -3.8661e-01 - success_ratio: 1.0000 - val_loss: 0.0954 - val_r_coeff: -9.7123e-01 - val_success_ratio: 1.0000
Epoch 72/7000
0s - loss: 0.0877 - r_coeff: -3.8217e-01 - success_ratio: 1.0000 - val_loss: 0.0950 - val_r_coeff: -9.6325e-01 - val_success_ratio: 1.0000
Epoch 73/7000
0s - loss: 0.0875 - r_coeff: -3.7777e-01 - success_ratio: 1.0000 - val_loss: 0.0947 - val_r_coeff: -9.5531e-01 - val_success_ratio: 1.0000
Epoch 74/7000
0s - loss: 0.0872 - r_coeff: -3.7340e-01 - success_ratio: 1.0000 - val_loss: 0.0943 - val_r_coeff: -9.4741e-01 - val_success_ratio: 1.0000
Epoch 75/7000
0s - loss: 0.0869 - r_coeff: -3.6906e-01 - success_ratio: 1.0000 - val_loss: 0.0939 - val_r_coeff: -9.3956e-01 - val_success_ratio: 1.0000
Epoch 76/7000
0s - loss: 0.0866 - r_coeff: -3.6475e-01 - success_ratio: 1.0000 - val_loss: 0.0935 - val_r_coeff: -9.3174e-01 - val_success_ratio: 1.0000
Epoch 77/7000
0s - loss: 0.0864 - r_coeff: -3.6047e-01 - success_ratio: 1.0000 - val_loss: 0.0931 - val_r_coeff: -9.2397e-01 - val_success_ratio: 1.0000
Epoch 78/7000
0s - loss: 0.0861 - r_coeff: -3.5623e-01 - success_ratio: 1.0000 - val_loss: 0.0928 - val_r_coeff: -9.1625e-01 - val_success_ratio: 1.0000
Epoch 79/7000
0s - loss: 0.0858 - r_coeff: -3.5201e-01 - success_ratio: 1.0000 - val_loss: 0.0924 - val_r_coeff: -9.0856e-01 - val_success_ratio: 1.0000
Epoch 80/7000
0s - loss: 0.0856 - r_coeff: -3.4783e-01 - success_ratio: 1.0000 - val_loss: 0.0920 - val_r_coeff: -9.0091e-01 - val_success_ratio: 1.0000
Epoch 81/7000
0s - loss: 0.0853 - r_coeff: -3.4368e-01 - success_ratio: 1.0000 - val_loss: 0.0917 - val_r_coeff: -8.9331e-01 - val_success_ratio: 1.0000
Epoch 82/7000
0s - loss: 0.0850 - r_coeff: -3.3955e-01 - success_ratio: 1.0000 - val_loss: 0.0913 - val_r_coeff: -8.8575e-01 - val_success_ratio: 1.0000
Epoch 83/7000
0s - loss: 0.0848 - r_coeff: -3.3546e-01 - success_ratio: 1.0000 - val_loss: 0.0909 - val_r_coeff: -8.7823e-01 - val_success_ratio: 1.0000
Epoch 84/7000
0s - loss: 0.0845 - r_coeff: -3.3140e-01 - success_ratio: 1.0000 - val_loss: 0.0906 - val_r_coeff: -8.7075e-01 - val_success_ratio: 1.0000
Epoch 85/7000
0s - loss: 0.0843 - r_coeff: -3.2737e-01 - success_ratio: 1.0000 - val_loss: 0.0902 - val_r_coeff: -8.6331e-01 - val_success_ratio: 1.0000
Epoch 86/7000
0s - loss: 0.0840 - r_coeff: -3.2338e-01 - success_ratio: 1.0000 - val_loss: 0.0898 - val_r_coeff: -8.5591e-01 - val_success_ratio: 1.0000
Epoch 87/7000
0s - loss: 0.0837 - r_coeff: -3.1941e-01 - success_ratio: 1.0000 - val_loss: 0.0895 - val_r_coeff: -8.4856e-01 - val_success_ratio: 1.0000
Epoch 88/7000
0s - loss: 0.0835 - r_coeff: -3.1547e-01 - success_ratio: 1.0000 - val_loss: 0.0891 - val_r_coeff: -8.4124e-01 - val_success_ratio: 1.0000
Epoch 89/7000
0s - loss: 0.0833 - r_coeff: -3.1156e-01 - success_ratio: 1.0000 - val_loss: 0.0888 - val_r_coeff: -8.3397e-01 - val_success_ratio: 1.0000
Epoch 90/7000
0s - loss: 0.0830 - r_coeff: -3.0769e-01 - success_ratio: 1.0000 - val_loss: 0.0884 - val_r_coeff: -8.2674e-01 - val_success_ratio: 1.0000
Epoch 91/7000
0s - loss: 0.0828 - r_coeff: -3.0384e-01 - success_ratio: 1.0000 - val_loss: 0.0881 - val_r_coeff: -8.1955e-01 - val_success_ratio: 1.0000
Epoch 92/7000
0s - loss: 0.0825 - r_coeff: -3.0003e-01 - success_ratio: 1.0000 - val_loss: 0.0877 - val_r_coeff: -8.1240e-01 - val_success_ratio: 1.0000
Epoch 93/7000
0s - loss: 0.0823 - r_coeff: -2.9624e-01 - success_ratio: 1.0000 - val_loss: 0.0874 - val_r_coeff: -8.0529e-01 - val_success_ratio: 1.0000
Epoch 94/7000
0s - loss: 0.0820 - r_coeff: -2.9248e-01 - success_ratio: 1.0000 - val_loss: 0.0871 - val_r_coeff: -7.9822e-01 - val_success_ratio: 1.0000
Epoch 95/7000
0s - loss: 0.0818 - r_coeff: -2.8876e-01 - success_ratio: 1.0000 - val_loss: 0.0867 - val_r_coeff: -7.9120e-01 - val_success_ratio: 1.0000
Epoch 96/7000
0s - loss: 0.0816 - r_coeff: -2.8506e-01 - success_ratio: 1.0000 - val_loss: 0.0864 - val_r_coeff: -7.8421e-01 - val_success_ratio: 1.0000
Epoch 97/7000
0s - loss: 0.0813 - r_coeff: -2.8140e-01 - success_ratio: 1.0000 - val_loss: 0.0860 - val_r_coeff: -7.7727e-01 - val_success_ratio: 1.0000
Epoch 98/7000
0s - loss: 0.0811 - r_coeff: -2.7776e-01 - success_ratio: 1.0000 - val_loss: 0.0857 - val_r_coeff: -7.7037e-01 - val_success_ratio: 1.0000
Epoch 99/7000
0s - loss: 0.0809 - r_coeff: -2.7416e-01 - success_ratio: 1.0000 - val_loss: 0.0854 - val_r_coeff: -7.6351e-01 - val_success_ratio: 1.0000
Epoch 100/7000
0s - loss: 0.0807 - r_coeff: -2.7058e-01 - success_ratio: 1.0000 - val_loss: 0.0850 - val_r_coeff: -7.5669e-01 - val_success_ratio: 1.0000
Epoch 101/7000
0s - loss: 0.0804 - r_coeff: -2.6703e-01 - success_ratio: 1.0000 - val_loss: 0.0847 - val_r_coeff: -7.4991e-01 - val_success_ratio: 1.0000
Epoch 102/7000
0s - loss: 0.0802 - r_coeff: -2.6351e-01 - success_ratio: 1.0000 - val_loss: 0.0844 - val_r_coeff: -7.4317e-01 - val_success_ratio: 1.0000
Epoch 103/7000
0s - loss: 0.0800 - r_coeff: -2.6002e-01 - success_ratio: 1.0000 - val_loss: 0.0841 - val_r_coeff: -7.3647e-01 - val_success_ratio: 1.0000
Epoch 104/7000
0s - loss: 0.0798 - r_coeff: -2.5657e-01 - success_ratio: 1.0000 - val_loss: 0.0837 - val_r_coeff: -7.2981e-01 - val_success_ratio: 1.0000
Epoch 105/7000
0s - loss: 0.0795 - r_coeff: -2.5313e-01 - success_ratio: 1.0000 - val_loss: 0.0834 - val_r_coeff: -7.2320e-01 - val_success_ratio: 1.0000
Epoch 106/7000
0s - loss: 0.0793 - r_coeff: -2.4973e-01 - success_ratio: 1.0000 - val_loss: 0.0831 - val_r_coeff: -7.1662e-01 - val_success_ratio: 1.0000
Epoch 107/7000
0s - loss: 0.0791 - r_coeff: -2.4636e-01 - success_ratio: 1.0000 - val_loss: 0.0828 - val_r_coeff: -7.1009e-01 - val_success_ratio: 1.0000
Epoch 108/7000
0s - loss: 0.0789 - r_coeff: -2.4302e-01 - success_ratio: 1.0000 - val_loss: 0.0825 - val_r_coeff: -7.0360e-01 - val_success_ratio: 1.0000
Epoch 109/7000
0s - loss: 0.0787 - r_coeff: -2.3970e-01 - success_ratio: 1.0000 - val_loss: 0.0822 - val_r_coeff: -6.9714e-01 - val_success_ratio: 1.0000
Epoch 110/7000
0s - loss: 0.0785 - r_coeff: -2.3641e-01 - success_ratio: 1.0000 - val_loss: 0.0818 - val_r_coeff: -6.9073e-01 - val_success_ratio: 1.0000
Epoch 111/7000
0s - loss: 0.0783 - r_coeff: -2.3315e-01 - success_ratio: 1.0000 - val_loss: 0.0815 - val_r_coeff: -6.8436e-01 - val_success_ratio: 1.0000
Epoch 112/7000
0s - loss: 0.0781 - r_coeff: -2.2992e-01 - success_ratio: 1.0000 - val_loss: 0.0812 - val_r_coeff: -6.7804e-01 - val_success_ratio: 1.0000
Epoch 113/7000
0s - loss: 0.0779 - r_coeff: -2.2672e-01 - success_ratio: 1.0000 - val_loss: 0.0809 - val_r_coeff: -6.7175e-01 - val_success_ratio: 1.0000
Epoch 114/7000
0s - loss: 0.0777 - r_coeff: -2.2355e-01 - success_ratio: 1.0000 - val_loss: 0.0806 - val_r_coeff: -6.6551e-01 - val_success_ratio: 1.0000
Epoch 115/7000
0s - loss: 0.0775 - r_coeff: -2.2040e-01 - success_ratio: 1.0000 - val_loss: 0.0803 - val_r_coeff: -6.5930e-01 - val_success_ratio: 1.0000
Epoch 116/7000
0s - loss: 0.0773 - r_coeff: -2.1728e-01 - success_ratio: 1.0000 - val_loss: 0.0800 - val_r_coeff: -6.5314e-01 - val_success_ratio: 1.0000
Epoch 117/7000
0s - loss: 0.0771 - r_coeff: -2.1419e-01 - success_ratio: 1.0000 - val_loss: 0.0797 - val_r_coeff: -6.4702e-01 - val_success_ratio: 1.0000
Epoch 118/7000
0s - loss: 0.0769 - r_coeff: -2.1112e-01 - success_ratio: 1.0000 - val_loss: 0.0794 - val_r_coeff: -6.4095e-01 - val_success_ratio: 1.0000
Epoch 119/7000
0s - loss: 0.0767 - r_coeff: -2.0808e-01 - success_ratio: 1.0000 - val_loss: 0.0791 - val_r_coeff: -6.3491e-01 - val_success_ratio: 1.0000
Epoch 120/7000
0s - loss: 0.0765 - r_coeff: -2.0507e-01 - success_ratio: 1.0000 - val_loss: 0.0789 - val_r_coeff: -6.2892e-01 - val_success_ratio: 1.0000
Epoch 121/7000
0s - loss: 0.0763 - r_coeff: -2.0208e-01 - success_ratio: 1.0000 - val_loss: 0.0786 - val_r_coeff: -6.2297e-01 - val_success_ratio: 1.0000
Epoch 122/7000
0s - loss: 0.0761 - r_coeff: -1.9912e-01 - success_ratio: 1.0000 - val_loss: 0.0783 - val_r_coeff: -6.1707e-01 - val_success_ratio: 1.0000
Epoch 123/7000
0s - loss: 0.0759 - r_coeff: -1.9618e-01 - success_ratio: 1.0000 - val_loss: 0.0780 - val_r_coeff: -6.1121e-01 - val_success_ratio: 1.0000
Epoch 124/7000
0s - loss: 0.0757 - r_coeff: -1.9327e-01 - success_ratio: 1.0000 - val_loss: 0.0777 - val_r_coeff: -6.0539e-01 - val_success_ratio: 1.0000
Epoch 125/7000
0s - loss: 0.0756 - r_coeff: -1.9038e-01 - success_ratio: 1.0000 - val_loss: 0.0774 - val_r_coeff: -5.9961e-01 - val_success_ratio: 1.0000
Epoch 126/7000
0s - loss: 0.0754 - r_coeff: -1.8752e-01 - success_ratio: 1.0000 - val_loss: 0.0772 - val_r_coeff: -5.9388e-01 - val_success_ratio: 1.0000
Epoch 127/7000
0s - loss: 0.0752 - r_coeff: -1.8468e-01 - success_ratio: 1.0000 - val_loss: 0.0769 - val_r_coeff: -5.8819e-01 - val_success_ratio: 1.0000
Epoch 128/7000
0s - loss: 0.0750 - r_coeff: -1.8186e-01 - success_ratio: 1.0000 - val_loss: 0.0766 - val_r_coeff: -5.8254e-01 - val_success_ratio: 1.0000
Epoch 129/7000
0s - loss: 0.0748 - r_coeff: -1.7907e-01 - success_ratio: 1.0000 - val_loss: 0.0763 - val_r_coeff: -5.7693e-01 - val_success_ratio: 1.0000
Epoch 130/7000
0s - loss: 0.0747 - r_coeff: -1.7630e-01 - success_ratio: 1.0000 - val_loss: 0.0761 - val_r_coeff: -5.7136e-01 - val_success_ratio: 1.0000
Epoch 131/7000
0s - loss: 0.0745 - r_coeff: -1.7355e-01 - success_ratio: 1.0000 - val_loss: 0.0758 - val_r_coeff: -5.6582e-01 - val_success_ratio: 1.0000
Epoch 132/7000
0s - loss: 0.0743 - r_coeff: -1.7083e-01 - success_ratio: 1.0000 - val_loss: 0.0755 - val_r_coeff: -5.6033e-01 - val_success_ratio: 1.0000
Epoch 133/7000
0s - loss: 0.0741 - r_coeff: -1.6812e-01 - success_ratio: 1.0000 - val_loss: 0.0753 - val_r_coeff: -5.5486e-01 - val_success_ratio: 1.0000
Epoch 134/7000
0s - loss: 0.0740 - r_coeff: -1.6544e-01 - success_ratio: 1.0000 - val_loss: 0.0750 - val_r_coeff: -5.4944e-01 - val_success_ratio: 1.0000
Epoch 135/7000
0s - loss: 0.0738 - r_coeff: -1.6278e-01 - success_ratio: 1.0000 - val_loss: 0.0747 - val_r_coeff: -5.4404e-01 - val_success_ratio: 1.0000
Epoch 136/7000
0s - loss: 0.0736 - r_coeff: -1.6015e-01 - success_ratio: 1.0000 - val_loss: 0.0745 - val_r_coeff: -5.3868e-01 - val_success_ratio: 1.0000
Epoch 137/7000
0s - loss: 0.0735 - r_coeff: -1.5753e-01 - success_ratio: 1.0000 - val_loss: 0.0742 - val_r_coeff: -5.3336e-01 - val_success_ratio: 1.0000
Epoch 138/7000
0s - loss: 0.0733 - r_coeff: -1.5494e-01 - success_ratio: 1.0000 - val_loss: 0.0740 - val_r_coeff: -5.2806e-01 - val_success_ratio: 1.0000
Epoch 139/7000
0s - loss: 0.0731 - r_coeff: -1.5237e-01 - success_ratio: 1.0000 - val_loss: 0.0737 - val_r_coeff: -5.2280e-01 - val_success_ratio: 1.0000
Epoch 140/7000
0s - loss: 0.0730 - r_coeff: -1.4983e-01 - success_ratio: 1.0000 - val_loss: 0.0735 - val_r_coeff: -5.1757e-01 - val_success_ratio: 1.0000
Epoch 141/7000
0s - loss: 0.0728 - r_coeff: -1.4731e-01 - success_ratio: 1.0000 - val_loss: 0.0732 - val_r_coeff: -5.1238e-01 - val_success_ratio: 1.0000
Epoch 142/7000
0s - loss: 0.0727 - r_coeff: -1.4480e-01 - success_ratio: 1.0000 - val_loss: 0.0730 - val_r_coeff: -5.0722e-01 - val_success_ratio: 1.0000
Epoch 143/7000
0s - loss: 0.0725 - r_coeff: -1.4233e-01 - success_ratio: 1.0000 - val_loss: 0.0727 - val_r_coeff: -5.0209e-01 - val_success_ratio: 1.0000
Epoch 144/7000
0s - loss: 0.0724 - r_coeff: -1.3987e-01 - success_ratio: 1.0000 - val_loss: 0.0725 - val_r_coeff: -4.9699e-01 - val_success_ratio: 1.0000
Epoch 145/7000
0s - loss: 0.0722 - r_coeff: -1.3744e-01 - success_ratio: 1.0000 - val_loss: 0.0722 - val_r_coeff: -4.9192e-01 - val_success_ratio: 1.0000
Epoch 146/7000
0s - loss: 0.0720 - r_coeff: -1.3503e-01 - success_ratio: 1.0000 - val_loss: 0.0720 - val_r_coeff: -4.8689e-01 - val_success_ratio: 1.0000
Epoch 147/7000
0s - loss: 0.0719 - r_coeff: -1.3264e-01 - success_ratio: 1.0000 - val_loss: 0.0717 - val_r_coeff: -4.8189e-01 - val_success_ratio: 1.0000
Epoch 148/7000
0s - loss: 0.0717 - r_coeff: -1.3027e-01 - success_ratio: 1.0000 - val_loss: 0.0715 - val_r_coeff: -4.7692e-01 - val_success_ratio: 1.0000
Epoch 149/7000
0s - loss: 0.0716 - r_coeff: -1.2793e-01 - success_ratio: 1.0000 - val_loss: 0.0713 - val_r_coeff: -4.7199e-01 - val_success_ratio: 1.0000
Epoch 150/7000
0s - loss: 0.0714 - r_coeff: -1.2561e-01 - success_ratio: 1.0000 - val_loss: 0.0710 - val_r_coeff: -4.6709e-01 - val_success_ratio: 1.0000
Epoch 151/7000
0s - loss: 0.0713 - r_coeff: -1.2331e-01 - success_ratio: 1.0000 - val_loss: 0.0708 - val_r_coeff: -4.6222e-01 - val_success_ratio: 1.0000
Epoch 152/7000
0s - loss: 0.0712 - r_coeff: -1.2103e-01 - success_ratio: 1.0000 - val_loss: 0.0706 - val_r_coeff: -4.5738e-01 - val_success_ratio: 1.0000
Epoch 153/7000
0s - loss: 0.0710 - r_coeff: -1.1878e-01 - success_ratio: 1.0000 - val_loss: 0.0703 - val_r_coeff: -4.5258e-01 - val_success_ratio: 1.0000
Epoch 154/7000
0s - loss: 0.0709 - r_coeff: -1.1654e-01 - success_ratio: 1.0000 - val_loss: 0.0701 - val_r_coeff: -4.4781e-01 - val_success_ratio: 1.0000
Epoch 155/7000
0s - loss: 0.0707 - r_coeff: -1.1433e-01 - success_ratio: 1.0000 - val_loss: 0.0699 - val_r_coeff: -4.4307e-01 - val_success_ratio: 1.0000
Epoch 156/7000
0s - loss: 0.0706 - r_coeff: -1.1214e-01 - success_ratio: 1.0000 - val_loss: 0.0696 - val_r_coeff: -4.3837e-01 - val_success_ratio: 1.0000
Epoch 157/7000
0s - loss: 0.0705 - r_coeff: -1.0998e-01 - success_ratio: 1.0000 - val_loss: 0.0694 - val_r_coeff: -4.3370e-01 - val_success_ratio: 1.0000
Epoch 158/7000
0s - loss: 0.0703 - r_coeff: -1.0783e-01 - success_ratio: 1.0000 - val_loss: 0.0692 - val_r_coeff: -4.2906e-01 - val_success_ratio: 1.0000
Epoch 159/7000
0s - loss: 0.0702 - r_coeff: -1.0570e-01 - success_ratio: 1.0000 - val_loss: 0.0690 - val_r_coeff: -4.2446e-01 - val_success_ratio: 1.0000
Epoch 160/7000
0s - loss: 0.0701 - r_coeff: -1.0360e-01 - success_ratio: 1.0000 - val_loss: 0.0687 - val_r_coeff: -4.1988e-01 - val_success_ratio: 1.0000
Epoch 161/7000
0s - loss: 0.0699 - r_coeff: -1.0152e-01 - success_ratio: 1.0000 - val_loss: 0.0685 - val_r_coeff: -4.1535e-01 - val_success_ratio: 1.0000
Epoch 162/7000
0s - loss: 0.0698 - r_coeff: -9.9457e-02 - success_ratio: 1.0000 - val_loss: 0.0683 - val_r_coeff: -4.1084e-01 - val_success_ratio: 1.0000
Epoch 163/7000
0s - loss: 0.0697 - r_coeff: -9.7416e-02 - success_ratio: 1.0000 - val_loss: 0.0681 - val_r_coeff: -4.0638e-01 - val_success_ratio: 1.0000
Epoch 164/7000
0s - loss: 0.0695 - r_coeff: -9.5396e-02 - success_ratio: 1.0000 - val_loss: 0.0679 - val_r_coeff: -4.0194e-01 - val_success_ratio: 1.0000
Epoch 165/7000
0s - loss: 0.0694 - r_coeff: -9.3397e-02 - success_ratio: 1.0000 - val_loss: 0.0677 - val_r_coeff: -3.9754e-01 - val_success_ratio: 1.0000
Epoch 166/7000
0s - loss: 0.0693 - r_coeff: -9.1418e-02 - success_ratio: 1.0000 - val_loss: 0.0674 - val_r_coeff: -3.9317e-01 - val_success_ratio: 1.0000
Epoch 167/7000
0s - loss: 0.0692 - r_coeff: -8.9458e-02 - success_ratio: 1.0000 - val_loss: 0.0672 - val_r_coeff: -3.8884e-01 - val_success_ratio: 1.0000
Epoch 168/7000
0s - loss: 0.0690 - r_coeff: -8.7519e-02 - success_ratio: 1.0000 - val_loss: 0.0670 - val_r_coeff: -3.8455e-01 - val_success_ratio: 1.0000
Epoch 169/7000
0s - loss: 0.0689 - r_coeff: -8.5599e-02 - success_ratio: 1.0000 - val_loss: 0.0668 - val_r_coeff: -3.8029e-01 - val_success_ratio: 1.0000
Epoch 170/7000
0s - loss: 0.0688 - r_coeff: -8.3699e-02 - success_ratio: 1.0000 - val_loss: 0.0666 - val_r_coeff: -3.7606e-01 - val_success_ratio: 1.0000
Epoch 171/7000
0s - loss: 0.0687 - r_coeff: -8.1818e-02 - success_ratio: 1.0000 - val_loss: 0.0664 - val_r_coeff: -3.7187e-01 - val_success_ratio: 1.0000
Epoch 172/7000
0s - loss: 0.0686 - r_coeff: -7.9955e-02 - success_ratio: 1.0000 - val_loss: 0.0662 - val_r_coeff: -3.6772e-01 - val_success_ratio: 1.0000
Epoch 173/7000
0s - loss: 0.0684 - r_coeff: -7.8111e-02 - success_ratio: 1.0000 - val_loss: 0.0660 - val_r_coeff: -3.6360e-01 - val_success_ratio: 1.0000
Epoch 174/7000
0s - loss: 0.0683 - r_coeff: -7.6284e-02 - success_ratio: 1.0000 - val_loss: 0.0658 - val_r_coeff: -3.5952e-01 - val_success_ratio: 1.0000
Epoch 175/7000
0s - loss: 0.0682 - r_coeff: -7.4476e-02 - success_ratio: 1.0000 - val_loss: 0.0656 - val_r_coeff: -3.5547e-01 - val_success_ratio: 1.0000
Epoch 176/7000
0s - loss: 0.0681 - r_coeff: -7.2684e-02 - success_ratio: 1.0000 - val_loss: 0.0654 - val_r_coeff: -3.5146e-01 - val_success_ratio: 1.0000
Epoch 177/7000
0s - loss: 0.0680 - r_coeff: -7.0910e-02 - success_ratio: 1.0000 - val_loss: 0.0652 - val_r_coeff: -3.4748e-01 - val_success_ratio: 1.0000
Epoch 178/7000
0s - loss: 0.0679 - r_coeff: -6.9153e-02 - success_ratio: 1.0000 - val_loss: 0.0650 - val_r_coeff: -3.4353e-01 - val_success_ratio: 1.0000
Epoch 179/7000
0s - loss: 0.0678 - r_coeff: -6.7412e-02 - success_ratio: 1.0000 - val_loss: 0.0649 - val_r_coeff: -3.3961e-01 - val_success_ratio: 1.0000
Epoch 180/7000
0s - loss: 0.0676 - r_coeff: -6.5688e-02 - success_ratio: 1.0000 - val_loss: 0.0647 - val_r_coeff: -3.3573e-01 - val_success_ratio: 1.0000
Epoch 181/7000
0s - loss: 0.0675 - r_coeff: -6.3980e-02 - success_ratio: 1.0000 - val_loss: 0.0645 - val_r_coeff: -3.3188e-01 - val_success_ratio: 1.0000
Epoch 182/7000
0s - loss: 0.0674 - r_coeff: -6.2289e-02 - success_ratio: 1.0000 - val_loss: 0.0643 - val_r_coeff: -3.2805e-01 - val_success_ratio: 1.0000
Epoch 183/7000
0s - loss: 0.0673 - r_coeff: -6.0614e-02 - success_ratio: 1.0000 - val_loss: 0.0641 - val_r_coeff: -3.2425e-01 - val_success_ratio: 1.0000
Epoch 184/7000
0s - loss: 0.0672 - r_coeff: -5.8955e-02 - success_ratio: 1.0000 - val_loss: 0.0639 - val_r_coeff: -3.2049e-01 - val_success_ratio: 1.0000
Epoch 185/7000
0s - loss: 0.0671 - r_coeff: -5.7313e-02 - success_ratio: 1.0000 - val_loss: 0.0637 - val_r_coeff: -3.1675e-01 - val_success_ratio: 1.0000
Epoch 186/7000
0s - loss: 0.0670 - r_coeff: -5.5687e-02 - success_ratio: 1.0000 - val_loss: 0.0636 - val_r_coeff: -3.1304e-01 - val_success_ratio: 1.0000
Epoch 187/7000
0s - loss: 0.0669 - r_coeff: -5.4077e-02 - success_ratio: 1.0000 - val_loss: 0.0634 - val_r_coeff: -3.0935e-01 - val_success_ratio: 1.0000
Epoch 188/7000
0s - loss: 0.0668 - r_coeff: -5.2484e-02 - success_ratio: 1.0000 - val_loss: 0.0632 - val_r_coeff: -3.0570e-01 - val_success_ratio: 1.0000
Epoch 189/7000
0s - loss: 0.0667 - r_coeff: -5.0906e-02 - success_ratio: 1.0000 - val_loss: 0.0630 - val_r_coeff: -3.0207e-01 - val_success_ratio: 1.0000
Epoch 190/7000
0s - loss: 0.0666 - r_coeff: -4.9345e-02 - success_ratio: 1.0000 - val_loss: 0.0629 - val_r_coeff: -2.9847e-01 - val_success_ratio: 1.0000
Epoch 191/7000
0s - loss: 0.0665 - r_coeff: -4.7800e-02 - success_ratio: 1.0000 - val_loss: 0.0627 - val_r_coeff: -2.9490e-01 - val_success_ratio: 1.0000
Epoch 192/7000
0s - loss: 0.0664 - r_coeff: -4.6270e-02 - success_ratio: 1.0000 - val_loss: 0.0625 - val_r_coeff: -2.9136e-01 - val_success_ratio: 1.0000
Epoch 193/7000
0s - loss: 0.0663 - r_coeff: -4.4757e-02 - success_ratio: 1.0000 - val_loss: 0.0623 - val_r_coeff: -2.8784e-01 - val_success_ratio: 1.0000
Epoch 194/7000
0s - loss: 0.0662 - r_coeff: -4.3259e-02 - success_ratio: 1.0000 - val_loss: 0.0622 - val_r_coeff: -2.8436e-01 - val_success_ratio: 1.0000
Epoch 195/7000
0s - loss: 0.0661 - r_coeff: -4.1777e-02 - success_ratio: 1.0000 - val_loss: 0.0620 - val_r_coeff: -2.8091e-01 - val_success_ratio: 1.0000
Epoch 196/7000
0s - loss: 0.0660 - r_coeff: -4.0311e-02 - success_ratio: 1.0000 - val_loss: 0.0618 - val_r_coeff: -2.7749e-01 - val_success_ratio: 1.0000
Epoch 197/7000
0s - loss: 0.0659 - r_coeff: -3.8859e-02 - success_ratio: 1.0000 - val_loss: 0.0617 - val_r_coeff: -2.7409e-01 - val_success_ratio: 1.0000
Epoch 198/7000
0s - loss: 0.0659 - r_coeff: -3.7423e-02 - success_ratio: 1.0000 - val_loss: 0.0615 - val_r_coeff: -2.7073e-01 - val_success_ratio: 1.0000
Epoch 199/7000
0s - loss: 0.0658 - r_coeff: -3.6002e-02 - success_ratio: 1.0000 - val_loss: 0.0614 - val_r_coeff: -2.6740e-01 - val_success_ratio: 1.0000
Epoch 200/7000
0s - loss: 0.0657 - r_coeff: -3.4595e-02 - success_ratio: 1.0000 - val_loss: 0.0612 - val_r_coeff: -2.6411e-01 - val_success_ratio: 1.0000
Epoch 201/7000
0s - loss: 0.0656 - r_coeff: -3.3203e-02 - success_ratio: 1.0000 - val_loss: 0.0610 - val_r_coeff: -2.6084e-01 - val_success_ratio: 1.0000
Epoch 202/7000
0s - loss: 0.0655 - r_coeff: -3.1824e-02 - success_ratio: 1.0000 - val_loss: 0.0609 - val_r_coeff: -2.5761e-01 - val_success_ratio: 1.0000
Epoch 203/7000
0s - loss: 0.0654 - r_coeff: -3.0460e-02 - success_ratio: 1.0000 - val_loss: 0.0607 - val_r_coeff: -2.5442e-01 - val_success_ratio: 1.0000
Epoch 204/7000
0s - loss: 0.0653 - r_coeff: -2.9109e-02 - success_ratio: 1.0000 - val_loss: 0.0606 - val_r_coeff: -2.5125e-01 - val_success_ratio: 1.0000
Epoch 205/7000
0s - loss: 0.0652 - r_coeff: -2.7772e-02 - success_ratio: 1.0000 - val_loss: 0.0604 - val_r_coeff: -2.4812e-01 - val_success_ratio: 1.0000
Epoch 206/7000
0s - loss: 0.0652 - r_coeff: -2.6447e-02 - success_ratio: 1.0000 - val_loss: 0.0603 - val_r_coeff: -2.4503e-01 - val_success_ratio: 1.0000
Epoch 207/7000
0s - loss: 0.0651 - r_coeff: -2.5136e-02 - success_ratio: 1.0000 - val_loss: 0.0601 - val_r_coeff: -2.4197e-01 - val_success_ratio: 1.0000
Epoch 208/7000
0s - loss: 0.0650 - r_coeff: -2.3836e-02 - success_ratio: 1.0000 - val_loss: 0.0600 - val_r_coeff: -2.3893e-01 - val_success_ratio: 1.0000
Epoch 209/7000
0s - loss: 0.0649 - r_coeff: -2.2549e-02 - success_ratio: 1.0000 - val_loss: 0.0598 - val_r_coeff: -2.3594e-01 - val_success_ratio: 1.0000
Epoch 210/7000
0s - loss: 0.0648 - r_coeff: -2.1273e-02 - success_ratio: 1.0000 - val_loss: 0.0597 - val_r_coeff: -2.3297e-01 - val_success_ratio: 1.0000
Epoch 211/7000
0s - loss: 0.0647 - r_coeff: -2.0010e-02 - success_ratio: 1.0000 - val_loss: 0.0595 - val_r_coeff: -2.3003e-01 - val_success_ratio: 1.0000
Epoch 212/7000
0s - loss: 0.0647 - r_coeff: -1.8758e-02 - success_ratio: 1.0000 - val_loss: 0.0594 - val_r_coeff: -2.2712e-01 - val_success_ratio: 1.0000
Epoch 213/7000
0s - loss: 0.0646 - r_coeff: -1.7518e-02 - success_ratio: 1.0000 - val_loss: 0.0593 - val_r_coeff: -2.2424e-01 - val_success_ratio: 1.0000
Epoch 214/7000
0s - loss: 0.0645 - r_coeff: -1.6289e-02 - success_ratio: 1.0000 - val_loss: 0.0591 - val_r_coeff: -2.2139e-01 - val_success_ratio: 1.0000
Epoch 215/7000
0s - loss: 0.0644 - r_coeff: -1.5071e-02 - success_ratio: 1.0000 - val_loss: 0.0590 - val_r_coeff: -2.1857e-01 - val_success_ratio: 1.0000
Epoch 216/7000
0s - loss: 0.0644 - r_coeff: -1.3864e-02 - success_ratio: 1.0000 - val_loss: 0.0589 - val_r_coeff: -2.1578e-01 - val_success_ratio: 1.0000
Epoch 217/7000
0s - loss: 0.0643 - r_coeff: -1.2668e-02 - success_ratio: 1.0000 - val_loss: 0.0587 - val_r_coeff: -2.1301e-01 - val_success_ratio: 1.0000
Epoch 218/7000
0s - loss: 0.0642 - r_coeff: -1.1483e-02 - success_ratio: 1.0000 - val_loss: 0.0586 - val_r_coeff: -2.1027e-01 - val_success_ratio: 1.0000
Epoch 219/7000
0s - loss: 0.0641 - r_coeff: -1.0308e-02 - success_ratio: 1.0000 - val_loss: 0.0585 - val_r_coeff: -2.0755e-01 - val_success_ratio: 1.0000
Epoch 220/7000
0s - loss: 0.0641 - r_coeff: -9.1442e-03 - success_ratio: 1.0000 - val_loss: 0.0583 - val_r_coeff: -2.0486e-01 - val_success_ratio: 1.0000
Epoch 221/7000
0s - loss: 0.0640 - r_coeff: -7.9906e-03 - success_ratio: 1.0000 - val_loss: 0.0582 - val_r_coeff: -2.0219e-01 - val_success_ratio: 1.0000
Epoch 222/7000
0s - loss: 0.0639 - r_coeff: -6.8475e-03 - success_ratio: 1.0000 - val_loss: 0.0581 - val_r_coeff: -1.9955e-01 - val_success_ratio: 1.0000
Epoch 223/7000
0s - loss: 0.0638 - r_coeff: -5.7148e-03 - success_ratio: 1.0000 - val_loss: 0.0579 - val_r_coeff: -1.9692e-01 - val_success_ratio: 1.0000
Epoch 224/7000
0s - loss: 0.0638 - r_coeff: -4.5925e-03 - success_ratio: 1.0000 - val_loss: 0.0578 - val_r_coeff: -1.9432e-01 - val_success_ratio: 1.0000
Epoch 225/7000
0s - loss: 0.0637 - r_coeff: -3.4807e-03 - success_ratio: 1.0000 - val_loss: 0.0577 - val_r_coeff: -1.9174e-01 - val_success_ratio: 1.0000
Epoch 226/7000
0s - loss: 0.0636 - r_coeff: -2.3792e-03 - success_ratio: 1.0000 - val_loss: 0.0576 - val_r_coeff: -1.8917e-01 - val_success_ratio: 1.0000
Epoch 227/7000
0s - loss: 0.0636 - r_coeff: -1.2883e-03 - success_ratio: 1.0000 - val_loss: 0.0574 - val_r_coeff: -1.8662e-01 - val_success_ratio: 1.0000
Epoch 228/7000
0s - loss: 0.0635 - r_coeff: -2.0778e-04 - success_ratio: 1.0000 - val_loss: 0.0573 - val_r_coeff: -1.8409e-01 - val_success_ratio: 1.0000
Epoch 229/7000
0s - loss: 0.0634 - r_coeff: 8.6218e-04 - success_ratio: 1.0000 - val_loss: 0.0572 - val_r_coeff: -1.8158e-01 - val_success_ratio: 1.0000
Epoch 230/7000
0s - loss: 0.0634 - r_coeff: 0.0019 - success_ratio: 1.0000 - val_loss: 0.0571 - val_r_coeff: -1.7908e-01 - val_success_ratio: 1.0000
Epoch 231/7000
0s - loss: 0.0633 - r_coeff: 0.0030 - success_ratio: 1.0000 - val_loss: 0.0570 - val_r_coeff: -1.7660e-01 - val_success_ratio: 1.0000
Epoch 232/7000
0s - loss: 0.0632 - r_coeff: 0.0040 - success_ratio: 1.0000 - val_loss: 0.0568 - val_r_coeff: -1.7414e-01 - val_success_ratio: 1.0000
Epoch 233/7000
0s - loss: 0.0632 - r_coeff: 0.0050 - success_ratio: 1.0000 - val_loss: 0.0567 - val_r_coeff: -1.7170e-01 - val_success_ratio: 1.0000
Epoch 234/7000
0s - loss: 0.0631 - r_coeff: 0.0061 - success_ratio: 1.0000 - val_loss: 0.0566 - val_r_coeff: -1.6927e-01 - val_success_ratio: 1.0000
Epoch 235/7000
0s - loss: 0.0630 - r_coeff: 0.0071 - success_ratio: 1.0000 - val_loss: 0.0565 - val_r_coeff: -1.6686e-01 - val_success_ratio: 1.0000
Epoch 236/7000
0s - loss: 0.0630 - r_coeff: 0.0081 - success_ratio: 1.0000 - val_loss: 0.0564 - val_r_coeff: -1.6446e-01 - val_success_ratio: 1.0000
Epoch 237/7000
0s - loss: 0.0629 - r_coeff: 0.0090 - success_ratio: 1.0000 - val_loss: 0.0563 - val_r_coeff: -1.6208e-01 - val_success_ratio: 1.0000
Epoch 238/7000
0s - loss: 0.0628 - r_coeff: 0.0100 - success_ratio: 1.0000 - val_loss: 0.0561 - val_r_coeff: -1.5972e-01 - val_success_ratio: 1.0000
Epoch 239/7000
0s - loss: 0.0628 - r_coeff: 0.0110 - success_ratio: 1.0000 - val_loss: 0.0560 - val_r_coeff: -1.5738e-01 - val_success_ratio: 1.0000
Epoch 240/7000
0s - loss: 0.0627 - r_coeff: 0.0119 - success_ratio: 1.0000 - val_loss: 0.0559 - val_r_coeff: -1.5505e-01 - val_success_ratio: 1.0000
Epoch 241/7000
0s - loss: 0.0627 - r_coeff: 0.0129 - success_ratio: 1.0000 - val_loss: 0.0558 - val_r_coeff: -1.5274e-01 - val_success_ratio: 1.0000
Epoch 242/7000
0s - loss: 0.0626 - r_coeff: 0.0138 - success_ratio: 1.0000 - val_loss: 0.0557 - val_r_coeff: -1.5044e-01 - val_success_ratio: 1.0000
Epoch 243/7000
0s - loss: 0.0625 - r_coeff: 0.0147 - success_ratio: 1.0000 - val_loss: 0.0556 - val_r_coeff: -1.4817e-01 - val_success_ratio: 1.0000
Epoch 244/7000
0s - loss: 0.0625 - r_coeff: 0.0157 - success_ratio: 1.0000 - val_loss: 0.0555 - val_r_coeff: -1.4591e-01 - val_success_ratio: 1.0000
Epoch 245/7000
0s - loss: 0.0624 - r_coeff: 0.0166 - success_ratio: 1.0000 - val_loss: 0.0554 - val_r_coeff: -1.4366e-01 - val_success_ratio: 1.0000
Epoch 246/7000
0s - loss: 0.0624 - r_coeff: 0.0174 - success_ratio: 1.0000 - val_loss: 0.0553 - val_r_coeff: -1.4144e-01 - val_success_ratio: 1.0000
Epoch 247/7000
0s - loss: 0.0623 - r_coeff: 0.0183 - success_ratio: 1.0000 - val_loss: 0.0552 - val_r_coeff: -1.3923e-01 - val_success_ratio: 1.0000
Epoch 248/7000
0s - loss: 0.0623 - r_coeff: 0.0192 - success_ratio: 1.0000 - val_loss: 0.0550 - val_r_coeff: -1.3704e-01 - val_success_ratio: 1.0000
Epoch 249/7000
0s - loss: 0.0622 - r_coeff: 0.0201 - success_ratio: 1.0000 - val_loss: 0.0549 - val_r_coeff: -1.3486e-01 - val_success_ratio: 1.0000
Epoch 250/7000
0s - loss: 0.0621 - r_coeff: 0.0209 - success_ratio: 1.0000 - val_loss: 0.0548 - val_r_coeff: -1.3270e-01 - val_success_ratio: 1.0000
Epoch 251/7000
0s - loss: 0.0621 - r_coeff: 0.0218 - success_ratio: 1.0000 - val_loss: 0.0547 - val_r_coeff: -1.3056e-01 - val_success_ratio: 1.0000
Epoch 252/7000
0s - loss: 0.0620 - r_coeff: 0.0226 - success_ratio: 1.0000 - val_loss: 0.0546 - val_r_coeff: -1.2843e-01 - val_success_ratio: 1.0000
Epoch 253/7000
0s - loss: 0.0620 - r_coeff: 0.0234 - success_ratio: 1.0000 - val_loss: 0.0545 - val_r_coeff: -1.2632e-01 - val_success_ratio: 1.0000
Epoch 254/7000
0s - loss: 0.0619 - r_coeff: 0.0242 - success_ratio: 1.0000 - val_loss: 0.0544 - val_r_coeff: -1.2423e-01 - val_success_ratio: 1.0000
Epoch 255/7000
0s - loss: 0.0619 - r_coeff: 0.0250 - success_ratio: 1.0000 - val_loss: 0.0543 - val_r_coeff: -1.2216e-01 - val_success_ratio: 1.0000
Epoch 256/7000
0s - loss: 0.0618 - r_coeff: 0.0258 - success_ratio: 1.0000 - val_loss: 0.0542 - val_r_coeff: -1.2010e-01 - val_success_ratio: 1.0000
Epoch 257/7000
0s - loss: 0.0618 - r_coeff: 0.0266 - success_ratio: 1.0000 - val_loss: 0.0541 - val_r_coeff: -1.1805e-01 - val_success_ratio: 1.0000
Epoch 258/7000
0s - loss: 0.0617 - r_coeff: 0.0274 - success_ratio: 1.0000 - val_loss: 0.0540 - val_r_coeff: -1.1603e-01 - val_success_ratio: 1.0000
Epoch 259/7000
0s - loss: 0.0617 - r_coeff: 0.0282 - success_ratio: 1.0000 - val_loss: 0.0539 - val_r_coeff: -1.1402e-01 - val_success_ratio: 1.0000
Epoch 260/7000
0s - loss: 0.0616 - r_coeff: 0.0289 - success_ratio: 1.0000 - val_loss: 0.0538 - val_r_coeff: -1.1203e-01 - val_success_ratio: 1.0000
Epoch 261/7000
0s - loss: 0.0616 - r_coeff: 0.0297 - success_ratio: 1.0000 - val_loss: 0.0537 - val_r_coeff: -1.1005e-01 - val_success_ratio: 1.0000
Epoch 262/7000
0s - loss: 0.0615 - r_coeff: 0.0304 - success_ratio: 1.0000 - val_loss: 0.0536 - val_r_coeff: -1.0810e-01 - val_success_ratio: 1.0000
Epoch 263/7000
0s - loss: 0.0615 - r_coeff: 0.0312 - success_ratio: 1.0000 - val_loss: 0.0535 - val_r_coeff: -1.0616e-01 - val_success_ratio: 1.0000
Epoch 264/7000
0s - loss: 0.0615 - r_coeff: 0.0319 - success_ratio: 1.0000 - val_loss: 0.0535 - val_r_coeff: -1.0423e-01 - val_success_ratio: 1.0000
Epoch 265/7000
0s - loss: 0.0614 - r_coeff: 0.0326 - success_ratio: 1.0000 - val_loss: 0.0534 - val_r_coeff: -1.0232e-01 - val_success_ratio: 1.0000
Epoch 266/7000
0s - loss: 0.0614 - r_coeff: 0.0333 - success_ratio: 1.0000 - val_loss: 0.0533 - val_r_coeff: -1.0043e-01 - val_success_ratio: 1.0000
Epoch 267/7000
0s - loss: 0.0613 - r_coeff: 0.0340 - success_ratio: 1.0000 - val_loss: 0.0532 - val_r_coeff: -9.8561e-02 - val_success_ratio: 1.0000
Epoch 268/7000
0s - loss: 0.0613 - r_coeff: 0.0347 - success_ratio: 1.0000 - val_loss: 0.0531 - val_r_coeff: -9.6705e-02 - val_success_ratio: 1.0000
Epoch 269/7000
0s - loss: 0.0612 - r_coeff: 0.0354 - success_ratio: 1.0000 - val_loss: 0.0530 - val_r_coeff: -9.4867e-02 - val_success_ratio: 1.0000
Epoch 270/7000
0s - loss: 0.0612 - r_coeff: 0.0360 - success_ratio: 1.0000 - val_loss: 0.0529 - val_r_coeff: -9.3045e-02 - val_success_ratio: 1.0000
Epoch 271/7000
0s - loss: 0.0611 - r_coeff: 0.0367 - success_ratio: 1.0000 - val_loss: 0.0528 - val_r_coeff: -9.1241e-02 - val_success_ratio: 1.0000
Epoch 272/7000
0s - loss: 0.0611 - r_coeff: 0.0374 - success_ratio: 1.0000 - val_loss: 0.0527 - val_r_coeff: -8.9453e-02 - val_success_ratio: 1.0000
Epoch 273/7000
0s - loss: 0.0611 - r_coeff: 0.0380 - success_ratio: 1.0000 - val_loss: 0.0527 - val_r_coeff: -8.7684e-02 - val_success_ratio: 1.0000
Epoch 274/7000
0s - loss: 0.0610 - r_coeff: 0.0386 - success_ratio: 1.0000 - val_loss: 0.0526 - val_r_coeff: -8.5931e-02 - val_success_ratio: 1.0000
Epoch 275/7000
0s - loss: 0.0610 - r_coeff: 0.0393 - success_ratio: 1.0000 - val_loss: 0.0525 - val_r_coeff: -8.4195e-02 - val_success_ratio: 1.0000
Epoch 276/7000
0s - loss: 0.0609 - r_coeff: 0.0399 - success_ratio: 1.0000 - val_loss: 0.0524 - val_r_coeff: -8.2477e-02 - val_success_ratio: 1.0000
Epoch 277/7000
0s - loss: 0.0609 - r_coeff: 0.0405 - success_ratio: 1.0000 - val_loss: 0.0523 - val_r_coeff: -8.0777e-02 - val_success_ratio: 1.0000
Epoch 278/7000
0s - loss: 0.0609 - r_coeff: 0.0411 - success_ratio: 1.0000 - val_loss: 0.0522 - val_r_coeff: -7.9094e-02 - val_success_ratio: 1.0000
Epoch 279/7000
0s - loss: 0.0608 - r_coeff: 0.0417 - success_ratio: 1.0000 - val_loss: 0.0522 - val_r_coeff: -7.7428e-02 - val_success_ratio: 1.0000
Epoch 280/7000
0s - loss: 0.0608 - r_coeff: 0.0423 - success_ratio: 1.0000 - val_loss: 0.0521 - val_r_coeff: -7.5780e-02 - val_success_ratio: 1.0000
Epoch 281/7000
0s - loss: 0.0608 - r_coeff: 0.0428 - success_ratio: 1.0000 - val_loss: 0.0520 - val_r_coeff: -7.4149e-02 - val_success_ratio: 1.0000
Epoch 282/7000
0s - loss: 0.0607 - r_coeff: 0.0434 - success_ratio: 1.0000 - val_loss: 0.0519 - val_r_coeff: -7.2536e-02 - val_success_ratio: 1.0000
Epoch 283/7000
0s - loss: 0.0607 - r_coeff: 0.0440 - success_ratio: 1.0000 - val_loss: 0.0518 - val_r_coeff: -7.0941e-02 - val_success_ratio: 1.0000
Epoch 284/7000
0s - loss: 0.0606 - r_coeff: 0.0445 - success_ratio: 1.0000 - val_loss: 0.0518 - val_r_coeff: -6.9364e-02 - val_success_ratio: 1.0000
Epoch 285/7000
0s - loss: 0.0606 - r_coeff: 0.0451 - success_ratio: 1.0000 - val_loss: 0.0517 - val_r_coeff: -6.7805e-02 - val_success_ratio: 1.0000
Epoch 286/7000
0s - loss: 0.0606 - r_coeff: 0.0456 - success_ratio: 1.0000 - val_loss: 0.0516 - val_r_coeff: -6.6264e-02 - val_success_ratio: 1.0000
Epoch 287/7000
0s - loss: 0.0605 - r_coeff: 0.0462 - success_ratio: 1.0000 - val_loss: 0.0515 - val_r_coeff: -6.4740e-02 - val_success_ratio: 1.0000
Epoch 288/7000
0s - loss: 0.0605 - r_coeff: 0.0467 - success_ratio: 1.0000 - val_loss: 0.0515 - val_r_coeff: -6.3235e-02 - val_success_ratio: 1.0000
Epoch 289/7000
0s - loss: 0.0605 - r_coeff: 0.0472 - success_ratio: 1.0000 - val_loss: 0.0514 - val_r_coeff: -6.1749e-02 - val_success_ratio: 1.0000
Epoch 290/7000
0s - loss: 0.0604 - r_coeff: 0.0477 - success_ratio: 1.0000 - val_loss: 0.0513 - val_r_coeff: -6.0280e-02 - val_success_ratio: 1.0000
Epoch 291/7000
0s - loss: 0.0604 - r_coeff: 0.0482 - success_ratio: 1.0000 - val_loss: 0.0513 - val_r_coeff: -5.8830e-02 - val_success_ratio: 1.0000
Epoch 292/7000
0s - loss: 0.0604 - r_coeff: 0.0487 - success_ratio: 1.0000 - val_loss: 0.0512 - val_r_coeff: -5.7399e-02 - val_success_ratio: 1.0000
Epoch 293/7000
0s - loss: 0.0604 - r_coeff: 0.0492 - success_ratio: 1.0000 - val_loss: 0.0511 - val_r_coeff: -5.5987e-02 - val_success_ratio: 1.0000
Epoch 294/7000
0s - loss: 0.0603 - r_coeff: 0.0497 - success_ratio: 1.0000 - val_loss: 0.0511 - val_r_coeff: -5.4594e-02 - val_success_ratio: 1.0000
Epoch 295/7000
0s - loss: 0.0603 - r_coeff: 0.0501 - success_ratio: 1.0000 - val_loss: 0.0510 - val_r_coeff: -5.3220e-02 - val_success_ratio: 1.0000
Epoch 296/7000
0s - loss: 0.0603 - r_coeff: 0.0506 - success_ratio: 1.0000 - val_loss: 0.0509 - val_r_coeff: -5.1865e-02 - val_success_ratio: 1.0000
Epoch 297/7000
0s - loss: 0.0602 - r_coeff: 0.0511 - success_ratio: 1.0000 - val_loss: 0.0509 - val_r_coeff: -5.0530e-02 - val_success_ratio: 1.0000
Epoch 298/7000
0s - loss: 0.0602 - r_coeff: 0.0515 - success_ratio: 1.0000 - val_loss: 0.0508 - val_r_coeff: -4.9215e-02 - val_success_ratio: 1.0000
Epoch 299/7000
0s - loss: 0.0602 - r_coeff: 0.0520 - success_ratio: 1.0000 - val_loss: 0.0507 - val_r_coeff: -4.7920e-02 - val_success_ratio: 1.0000
Epoch 300/7000
0s - loss: 0.0601 - r_coeff: 0.0524 - success_ratio: 1.0000 - val_loss: 0.0507 - val_r_coeff: -4.6646e-02 - val_success_ratio: 1.0000
Epoch 301/7000
0s - loss: 0.0601 - r_coeff: 0.0529 - success_ratio: 1.0000 - val_loss: 0.0506 - val_r_coeff: -4.5392e-02 - val_success_ratio: 1.0000
Epoch 302/7000
0s - loss: 0.0601 - r_coeff: 0.0533 - success_ratio: 1.0000 - val_loss: 0.0505 - val_r_coeff: -4.4159e-02 - val_success_ratio: 1.0000
Epoch 303/7000
0s - loss: 0.0601 - r_coeff: 0.0537 - success_ratio: 1.0000 - val_loss: 0.0505 - val_r_coeff: -4.2947e-02 - val_success_ratio: 1.0000
Epoch 304/7000
0s - loss: 0.0600 - r_coeff: 0.0541 - success_ratio: 1.0000 - val_loss: 0.0504 - val_r_coeff: -4.1757e-02 - val_success_ratio: 1.0000
Epoch 305/7000
0s - loss: 0.0600 - r_coeff: 0.0546 - success_ratio: 1.0000 - val_loss: 0.0504 - val_r_coeff: -4.0588e-02 - val_success_ratio: 1.0000
Epoch 306/7000
0s - loss: 0.0600 - r_coeff: 0.0550 - success_ratio: 1.0000 - val_loss: 0.0503 - val_r_coeff: -3.9443e-02 - val_success_ratio: 1.0000
Epoch 307/7000
0s - loss: 0.0600 - r_coeff: 0.0554 - success_ratio: 1.0000 - val_loss: 0.0503 - val_r_coeff: -3.8320e-02 - val_success_ratio: 1.0000
Epoch 308/7000
0s - loss: 0.0599 - r_coeff: 0.0558 - success_ratio: 1.0000 - val_loss: 0.0502 - val_r_coeff: -3.7221e-02 - val_success_ratio: 1.0000
Epoch 309/7000
0s - loss: 0.0599 - r_coeff: 0.0562 - success_ratio: 1.0000 - val_loss: 0.0502 - val_r_coeff: -3.6145e-02 - val_success_ratio: 1.0000
Epoch 310/7000
0s - loss: 0.0599 - r_coeff: 0.0566 - success_ratio: 1.0000 - val_loss: 0.0501 - val_r_coeff: -3.5094e-02 - val_success_ratio: 1.0000
Epoch 311/7000
0s - loss: 0.0599 - r_coeff: 0.0569 - success_ratio: 1.0000 - val_loss: 0.0501 - val_r_coeff: -3.4068e-02 - val_success_ratio: 1.0000
Epoch 312/7000
0s - loss: 0.0598 - r_coeff: 0.0573 - success_ratio: 1.0000 - val_loss: 0.0500 - val_r_coeff: -3.3068e-02 - val_success_ratio: 1.0000
Epoch 313/7000
0s - loss: 0.0598 - r_coeff: 0.0577 - success_ratio: 1.0000 - val_loss: 0.0500 - val_r_coeff: -3.2094e-02 - val_success_ratio: 1.0000
Epoch 314/7000
0s - loss: 0.0598 - r_coeff: 0.0581 - success_ratio: 1.0000 - val_loss: 0.0499 - val_r_coeff: -3.1146e-02 - val_success_ratio: 1.0000
Epoch 315/7000
0s - loss: 0.0598 - r_coeff: 0.0585 - success_ratio: 1.0000 - val_loss: 0.0499 - val_r_coeff: -3.0226e-02 - val_success_ratio: 1.0000
Epoch 316/7000
0s - loss: 0.0597 - r_coeff: 0.0588 - success_ratio: 1.0000 - val_loss: 0.0498 - val_r_coeff: -2.9334e-02 - val_success_ratio: 1.0000
Epoch 317/7000
0s - loss: 0.0597 - r_coeff: 0.0592 - success_ratio: 1.0000 - val_loss: 0.0498 - val_r_coeff: -2.8471e-02 - val_success_ratio: 1.0000
Epoch 318/7000
0s - loss: 0.0597 - r_coeff: 0.0596 - success_ratio: 1.0000 - val_loss: 0.0497 - val_r_coeff: -2.7636e-02 - val_success_ratio: 1.0000
Epoch 319/7000
0s - loss: 0.0597 - r_coeff: 0.0599 - success_ratio: 1.0000 - val_loss: 0.0497 - val_r_coeff: -2.6830e-02 - val_success_ratio: 1.0000
Epoch 320/7000
0s - loss: 0.0596 - r_coeff: 0.0603 - success_ratio: 1.0000 - val_loss: 0.0497 - val_r_coeff: -2.6053e-02 - val_success_ratio: 1.0000
Epoch 321/7000
0s - loss: 0.0596 - r_coeff: 0.0606 - success_ratio: 1.0000 - val_loss: 0.0496 - val_r_coeff: -2.5306e-02 - val_success_ratio: 1.0000
Epoch 322/7000
0s - loss: 0.0596 - r_coeff: 0.0610 - success_ratio: 1.0000 - val_loss: 0.0496 - val_r_coeff: -2.4586e-02 - val_success_ratio: 1.0000
Epoch 323/7000
0s - loss: 0.0596 - r_coeff: 0.0614 - success_ratio: 1.0000 - val_loss: 0.0496 - val_r_coeff: -2.3895e-02 - val_success_ratio: 1.0000
Epoch 324/7000
0s - loss: 0.0596 - r_coeff: 0.0617 - success_ratio: 1.0000 - val_loss: 0.0495 - val_r_coeff: -2.3231e-02 - val_success_ratio: 1.0000
Epoch 325/7000
0s - loss: 0.0595 - r_coeff: 0.0621 - success_ratio: 1.0000 - val_loss: 0.0495 - val_r_coeff: -2.2592e-02 - val_success_ratio: 1.0000
Epoch 326/7000
0s - loss: 0.0595 - r_coeff: 0.0624 - success_ratio: 1.0000 - val_loss: 0.0495 - val_r_coeff: -2.1977e-02 - val_success_ratio: 1.0000
Epoch 327/7000
0s - loss: 0.0595 - r_coeff: 0.0628 - success_ratio: 1.0000 - val_loss: 0.0494 - val_r_coeff: -2.1385e-02 - val_success_ratio: 1.0000
Epoch 328/7000
0s - loss: 0.0595 - r_coeff: 0.0631 - success_ratio: 1.0000 - val_loss: 0.0494 - val_r_coeff: -2.0814e-02 - val_success_ratio: 1.0000
Epoch 329/7000
0s - loss: 0.0594 - r_coeff: 0.0635 - success_ratio: 1.0000 - val_loss: 0.0494 - val_r_coeff: -2.0262e-02 - val_success_ratio: 1.0000
Epoch 330/7000
0s - loss: 0.0594 - r_coeff: 0.0638 - success_ratio: 1.0000 - val_loss: 0.0494 - val_r_coeff: -1.9728e-02 - val_success_ratio: 1.0000
Epoch 331/7000
0s - loss: 0.0594 - r_coeff: 0.0642 - success_ratio: 1.0000 - val_loss: 0.0493 - val_r_coeff: -1.9210e-02 - val_success_ratio: 1.0000
Epoch 332/7000
0s - loss: 0.0594 - r_coeff: 0.0646 - success_ratio: 1.0000 - val_loss: 0.0493 - val_r_coeff: -1.8708e-02 - val_success_ratio: 1.0000
Epoch 333/7000
0s - loss: 0.0594 - r_coeff: 0.0649 - success_ratio: 1.0000 - val_loss: 0.0493 - val_r_coeff: -1.8219e-02 - val_success_ratio: 1.0000
Epoch 334/7000
0s - loss: 0.0593 - r_coeff: 0.0653 - success_ratio: 1.0000 - val_loss: 0.0493 - val_r_coeff: -1.7745e-02 - val_success_ratio: 1.0000
Epoch 335/7000
0s - loss: 0.0593 - r_coeff: 0.0656 - success_ratio: 1.0000 - val_loss: 0.0492 - val_r_coeff: -1.7283e-02 - val_success_ratio: 1.0000
Epoch 336/7000
0s - loss: 0.0593 - r_coeff: 0.0660 - success_ratio: 1.0000 - val_loss: 0.0492 - val_r_coeff: -1.6833e-02 - val_success_ratio: 1.0000
Epoch 337/7000
0s - loss: 0.0593 - r_coeff: 0.0664 - success_ratio: 1.0000 - val_loss: 0.0492 - val_r_coeff: -1.6395e-02 - val_success_ratio: 1.0000
Epoch 338/7000
0s - loss: 0.0592 - r_coeff: 0.0667 - success_ratio: 1.0000 - val_loss: 0.0492 - val_r_coeff: -1.5969e-02 - val_success_ratio: 1.0000
Epoch 339/7000
0s - loss: 0.0592 - r_coeff: 0.0671 - success_ratio: 1.0000 - val_loss: 0.0492 - val_r_coeff: -1.5553e-02 - val_success_ratio: 1.0000
Epoch 340/7000
0s - loss: 0.0592 - r_coeff: 0.0674 - success_ratio: 1.0000 - val_loss: 0.0491 - val_r_coeff: -1.5148e-02 - val_success_ratio: 1.0000
Epoch 341/7000
0s - loss: 0.0592 - r_coeff: 0.0678 - success_ratio: 1.0000 - val_loss: 0.0491 - val_r_coeff: -1.4754e-02 - val_success_ratio: 1.0000
Epoch 342/7000
0s - loss: 0.0591 - r_coeff: 0.0682 - success_ratio: 1.0000 - val_loss: 0.0491 - val_r_coeff: -1.4369e-02 - val_success_ratio: 1.0000
Epoch 343/7000
0s - loss: 0.0591 - r_coeff: 0.0685 - success_ratio: 1.0000 - val_loss: 0.0491 - val_r_coeff: -1.3993e-02 - val_success_ratio: 1.0000
Epoch 344/7000
0s - loss: 0.0591 - r_coeff: 0.0689 - success_ratio: 1.0000 - val_loss: 0.0491 - val_r_coeff: -1.3625e-02 - val_success_ratio: 1.0000
Epoch 345/7000
0s - loss: 0.0591 - r_coeff: 0.0693 - success_ratio: 1.0000 - val_loss: 0.0491 - val_r_coeff: -1.3266e-02 - val_success_ratio: 1.0000
Epoch 346/7000
0s - loss: 0.0591 - r_coeff: 0.0696 - success_ratio: 1.0000 - val_loss: 0.0490 - val_r_coeff: -1.2914e-02 - val_success_ratio: 1.0000
Epoch 347/7000
0s - loss: 0.0590 - r_coeff: 0.0700 - success_ratio: 1.0000 - val_loss: 0.0490 - val_r_coeff: -1.2569e-02 - val_success_ratio: 1.0000
Epoch 348/7000
0s - loss: 0.0590 - r_coeff: 0.0703 - success_ratio: 1.0000 - val_loss: 0.0490 - val_r_coeff: -1.2230e-02 - val_success_ratio: 1.0000
Epoch 349/7000
0s - loss: 0.0590 - r_coeff: 0.0707 - success_ratio: 1.0000 - val_loss: 0.0490 - val_r_coeff: -1.1896e-02 - val_success_ratio: 1.0000
Epoch 350/7000
0s - loss: 0.0590 - r_coeff: 0.0711 - success_ratio: 1.0000 - val_loss: 0.0490 - val_r_coeff: -1.1567e-02 - val_success_ratio: 1.0000
Epoch 351/7000
0s - loss: 0.0589 - r_coeff: 0.0714 - success_ratio: 1.0000 - val_loss: 0.0490 - val_r_coeff: -1.1241e-02 - val_success_ratio: 1.0000
Epoch 352/7000
0s - loss: 0.0589 - r_coeff: 0.0718 - success_ratio: 1.0000 - val_loss: 0.0489 - val_r_coeff: -1.0919e-02 - val_success_ratio: 1.0000
Epoch 353/7000
0s - loss: 0.0589 - r_coeff: 0.0722 - success_ratio: 1.0000 - val_loss: 0.0489 - val_r_coeff: -1.0600e-02 - val_success_ratio: 1.0000
Epoch 354/7000
0s - loss: 0.0589 - r_coeff: 0.0725 - success_ratio: 1.0000 - val_loss: 0.0489 - val_r_coeff: -1.0283e-02 - val_success_ratio: 1.0000
Epoch 355/7000
0s - loss: 0.0588 - r_coeff: 0.0729 - success_ratio: 1.0000 - val_loss: 0.0489 - val_r_coeff: -9.9678e-03 - val_success_ratio: 1.0000
Epoch 356/7000
0s - loss: 0.0588 - r_coeff: 0.0733 - success_ratio: 1.0000 - val_loss: 0.0489 - val_r_coeff: -9.6540e-03 - val_success_ratio: 1.0000
Epoch 357/7000
0s - loss: 0.0588 - r_coeff: 0.0736 - success_ratio: 1.0000 - val_loss: 0.0489 - val_r_coeff: -9.3411e-03 - val_success_ratio: 1.0000
Epoch 358/7000
0s - loss: 0.0588 - r_coeff: 0.0740 - success_ratio: 1.0000 - val_loss: 0.0488 - val_r_coeff: -9.0288e-03 - val_success_ratio: 1.0000
Epoch 359/7000
0s - loss: 0.0588 - r_coeff: 0.0744 - success_ratio: 1.0000 - val_loss: 0.0488 - val_r_coeff: -8.7171e-03 - val_success_ratio: 1.0000
Epoch 360/7000
0s - loss: 0.0587 - r_coeff: 0.0748 - success_ratio: 1.0000 - val_loss: 0.0488 - val_r_coeff: -8.4057e-03 - val_success_ratio: 1.0000
Epoch 361/7000
0s - loss: 0.0587 - r_coeff: 0.0751 - success_ratio: 1.0000 - val_loss: 0.0488 - val_r_coeff: -8.0942e-03 - val_success_ratio: 1.0000
Epoch 362/7000
0s - loss: 0.0587 - r_coeff: 0.0755 - success_ratio: 1.0000 - val_loss: 0.0488 - val_r_coeff: -7.7826e-03 - val_success_ratio: 1.0000
Epoch 363/7000
0s - loss: 0.0587 - r_coeff: 0.0759 - success_ratio: 1.0000 - val_loss: 0.0488 - val_r_coeff: -7.4708e-03 - val_success_ratio: 1.0000
Epoch 364/7000
0s - loss: 0.0586 - r_coeff: 0.0762 - success_ratio: 1.0000 - val_loss: 0.0488 - val_r_coeff: -7.1589e-03 - val_success_ratio: 1.0000
Epoch 365/7000
0s - loss: 0.0586 - r_coeff: 0.0766 - success_ratio: 1.0000 - val_loss: 0.0487 - val_r_coeff: -6.8465e-03 - val_success_ratio: 1.0000
Epoch 366/7000
0s - loss: 0.0586 - r_coeff: 0.0770 - success_ratio: 1.0000 - val_loss: 0.0487 - val_r_coeff: -6.5337e-03 - val_success_ratio: 1.0000
Epoch 367/7000
0s - loss: 0.0586 - r_coeff: 0.0773 - success_ratio: 1.0000 - val_loss: 0.0487 - val_r_coeff: -6.2207e-03 - val_success_ratio: 1.0000
Epoch 368/7000
0s - loss: 0.0585 - r_coeff: 0.0777 - success_ratio: 1.0000 - val_loss: 0.0487 - val_r_coeff: -5.9073e-03 - val_success_ratio: 1.0000
Epoch 369/7000
0s - loss: 0.0585 - r_coeff: 0.0781 - success_ratio: 1.0000 - val_loss: 0.0487 - val_r_coeff: -5.5935e-03 - val_success_ratio: 1.0000
Epoch 370/7000
0s - loss: 0.0585 - r_coeff: 0.0784 - success_ratio: 1.0000 - val_loss: 0.0487 - val_r_coeff: -5.2794e-03 - val_success_ratio: 1.0000
Epoch 371/7000
0s - loss: 0.0585 - r_coeff: 0.0788 - success_ratio: 1.0000 - val_loss: 0.0487 - val_r_coeff: -4.9647e-03 - val_success_ratio: 1.0000
Epoch 372/7000
0s - loss: 0.0584 - r_coeff: 0.0792 - success_ratio: 1.0000 - val_loss: 0.0486 - val_r_coeff: -4.6500e-03 - val_success_ratio: 1.0000
Epoch 373/7000
0s - loss: 0.0584 - r_coeff: 0.0796 - success_ratio: 1.0000 - val_loss: 0.0486 - val_r_coeff: -4.3348e-03 - val_success_ratio: 1.0000
Epoch 374/7000
0s - loss: 0.0584 - r_coeff: 0.0799 - success_ratio: 1.0000 - val_loss: 0.0486 - val_r_coeff: -4.0196e-03 - val_success_ratio: 1.0000
Epoch 375/7000
0s - loss: 0.0584 - r_coeff: 0.0803 - success_ratio: 1.0000 - val_loss: 0.0486 - val_r_coeff: -3.7041e-03 - val_success_ratio: 1.0000
Epoch 376/7000
0s - loss: 0.0584 - r_coeff: 0.0807 - success_ratio: 1.0000 - val_loss: 0.0486 - val_r_coeff: -3.3883e-03 - val_success_ratio: 1.0000
Epoch 377/7000
0s - loss: 0.0583 - r_coeff: 0.0810 - success_ratio: 1.0000 - val_loss: 0.0486 - val_r_coeff: -3.0724e-03 - val_success_ratio: 1.0000
Epoch 378/7000
0s - loss: 0.0583 - r_coeff: 0.0814 - success_ratio: 1.0000 - val_loss: 0.0485 - val_r_coeff: -2.7564e-03 - val_success_ratio: 1.0000
Epoch 379/7000
0s - loss: 0.0583 - r_coeff: 0.0818 - success_ratio: 1.0000 - val_loss: 0.0485 - val_r_coeff: -2.4402e-03 - val_success_ratio: 1.0000
Epoch 380/7000
0s - loss: 0.0583 - r_coeff: 0.0821 - success_ratio: 1.0000 - val_loss: 0.0485 - val_r_coeff: -2.1242e-03 - val_success_ratio: 1.0000
Epoch 381/7000
0s - loss: 0.0582 - r_coeff: 0.0825 - success_ratio: 1.0000 - val_loss: 0.0485 - val_r_coeff: -1.8078e-03 - val_success_ratio: 1.0000
Epoch 382/7000
0s - loss: 0.0582 - r_coeff: 0.0829 - success_ratio: 1.0000 - val_loss: 0.0485 - val_r_coeff: -1.4917e-03 - val_success_ratio: 1.0000
Epoch 383/7000
0s - loss: 0.0582 - r_coeff: 0.0833 - success_ratio: 1.0000 - val_loss: 0.0485 - val_r_coeff: -1.1754e-03 - val_success_ratio: 1.0000
Epoch 384/7000
0s - loss: 0.0582 - r_coeff: 0.0836 - success_ratio: 1.0000 - val_loss: 0.0485 - val_r_coeff: -8.5926e-04 - val_success_ratio: 1.0000
Epoch 385/7000
0s - loss: 0.0581 - r_coeff: 0.0840 - success_ratio: 1.0000 - val_loss: 0.0484 - val_r_coeff: -5.4300e-04 - val_success_ratio: 1.0000
Epoch 386/7000
0s - loss: 0.0581 - r_coeff: 0.0844 - success_ratio: 1.0000 - val_loss: 0.0484 - val_r_coeff: -2.2697e-04 - val_success_ratio: 1.0000
Epoch 387/7000
0s - loss: 0.0581 - r_coeff: 0.0847 - success_ratio: 1.0000 - val_loss: 0.0484 - val_r_coeff: 8.9169e-05 - val_success_ratio: 1.0000
Epoch 388/7000
0s - loss: 0.0581 - r_coeff: 0.0851 - success_ratio: 1.0000 - val_loss: 0.0484 - val_r_coeff: 4.0513e-04 - val_success_ratio: 1.0000
Epoch 389/7000
0s - loss: 0.0580 - r_coeff: 0.0855 - success_ratio: 1.0000 - val_loss: 0.0484 - val_r_coeff: 7.2104e-04 - val_success_ratio: 1.0000
Epoch 390/7000
0s - loss: 0.0580 - r_coeff: 0.0858 - success_ratio: 1.0000 - val_loss: 0.0484 - val_r_coeff: 0.0010 - val_success_ratio: 1.0000
Epoch 391/7000
0s - loss: 0.0580 - r_coeff: 0.0862 - success_ratio: 1.0000 - val_loss: 0.0483 - val_r_coeff: 0.0014 - val_success_ratio: 1.0000
Epoch 392/7000
0s - loss: 0.0580 - r_coeff: 0.0866 - success_ratio: 1.0000 - val_loss: 0.0483 - val_r_coeff: 0.0017 - val_success_ratio: 1.0000
Epoch 393/7000
0s - loss: 0.0580 - r_coeff: 0.0870 - success_ratio: 1.0000 - val_loss: 0.0483 - val_r_coeff: 0.0020 - val_success_ratio: 1.0000
Epoch 394/7000
0s - loss: 0.0579 - r_coeff: 0.0873 - success_ratio: 1.0000 - val_loss: 0.0483 - val_r_coeff: 0.0023 - val_success_ratio: 1.0000
Epoch 395/7000
0s - loss: 0.0579 - r_coeff: 0.0877 - success_ratio: 1.0000 - val_loss: 0.0483 - val_r_coeff: 0.0026 - val_success_ratio: 1.0000
Epoch 396/7000
0s - loss: 0.0579 - r_coeff: 0.0881 - success_ratio: 1.0000 - val_loss: 0.0483 - val_r_coeff: 0.0029 - val_success_ratio: 1.0000
Epoch 397/7000
0s - loss: 0.0579 - r_coeff: 0.0884 - success_ratio: 1.0000 - val_loss: 0.0483 - val_r_coeff: 0.0032 - val_success_ratio: 1.0000
Epoch 398/7000
0s - loss: 0.0578 - r_coeff: 0.0888 - success_ratio: 1.0000 - val_loss: 0.0482 - val_r_coeff: 0.0036 - val_success_ratio: 1.0000
Epoch 399/7000
0s - loss: 0.0578 - r_coeff: 0.0892 - success_ratio: 1.0000 - val_loss: 0.0482 - val_r_coeff: 0.0039 - val_success_ratio: 1.0000
Epoch 400/7000
0s - loss: 0.0578 - r_coeff: 0.0895 - success_ratio: 1.0000 - val_loss: 0.0482 - val_r_coeff: 0.0042 - val_success_ratio: 1.0000
Epoch 401/7000
0s - loss: 0.0578 - r_coeff: 0.0899 - success_ratio: 1.0000 - val_loss: 0.0482 - val_r_coeff: 0.0045 - val_success_ratio: 1.0000
Epoch 402/7000
0s - loss: 0.0577 - r_coeff: 0.0903 - success_ratio: 1.0000 - val_loss: 0.0482 - val_r_coeff: 0.0048 - val_success_ratio: 1.0000
Epoch 403/7000
0s - loss: 0.0577 - r_coeff: 0.0906 - success_ratio: 1.0000 - val_loss: 0.0482 - val_r_coeff: 0.0051 - val_success_ratio: 1.0000
Epoch 404/7000
0s - loss: 0.0577 - r_coeff: 0.0910 - success_ratio: 1.0000 - val_loss: 0.0481 - val_r_coeff: 0.0054 - val_success_ratio: 1.0000
Epoch 405/7000
0s - loss: 0.0577 - r_coeff: 0.0914 - success_ratio: 1.0000 - val_loss: 0.0481 - val_r_coeff: 0.0058 - val_success_ratio: 1.0000
Epoch 406/7000
0s - loss: 0.0577 - r_coeff: 0.0917 - success_ratio: 1.0000 - val_loss: 0.0481 - val_r_coeff: 0.0061 - val_success_ratio: 1.0000
Epoch 407/7000
0s - loss: 0.0576 - r_coeff: 0.0921 - success_ratio: 1.0000 - val_loss: 0.0481 - val_r_coeff: 0.0064 - val_success_ratio: 1.0000
Epoch 408/7000
0s - loss: 0.0576 - r_coeff: 0.0925 - success_ratio: 1.0000 - val_loss: 0.0481 - val_r_coeff: 0.0067 - val_success_ratio: 1.0000
Epoch 409/7000
0s - loss: 0.0576 - r_coeff: 0.0929 - success_ratio: 1.0000 - val_loss: 0.0481 - val_r_coeff: 0.0070 - val_success_ratio: 1.0000
Epoch 410/7000
0s - loss: 0.0576 - r_coeff: 0.0932 - success_ratio: 1.0000 - val_loss: 0.0481 - val_r_coeff: 0.0073 - val_success_ratio: 1.0000
Epoch 411/7000
0s - loss: 0.0575 - r_coeff: 0.0936 - success_ratio: 1.0000 - val_loss: 0.0480 - val_r_coeff: 0.0076 - val_success_ratio: 1.0000
Epoch 412/7000
0s - loss: 0.0575 - r_coeff: 0.0940 - success_ratio: 1.0000 - val_loss: 0.0480 - val_r_coeff: 0.0080 - val_success_ratio: 1.0000
Epoch 413/7000
0s - loss: 0.0575 - r_coeff: 0.0943 - success_ratio: 1.0000 - val_loss: 0.0480 - val_r_coeff: 0.0082 - val_success_ratio: 1.0000
Epoch 414/7000
0s - loss: 0.0575 - r_coeff: 0.0947 - success_ratio: 1.0000 - val_loss: 0.0480 - val_r_coeff: 0.0088 - val_success_ratio: 1.0000
Epoch 415/7000
0s - loss: 0.0574 - r_coeff: 0.0951 - success_ratio: 1.0000 - val_loss: 0.0480 - val_r_coeff: 0.0083 - val_success_ratio: 1.0000
Epoch 416/7000
0s - loss: 0.0574 - r_coeff: 0.0954 - success_ratio: 1.0000 - val_loss: 0.0479 - val_r_coeff: 0.0100 - val_success_ratio: 1.0000
Epoch 417/7000
0s - loss: 0.0574 - r_coeff: 0.0958 - success_ratio: 1.0000 - val_loss: 0.0480 - val_r_coeff: 0.0089 - val_success_ratio: 1.0000
Epoch 418/7000
0s - loss: 0.0574 - r_coeff: 0.0961 - success_ratio: 1.0000 - val_loss: 0.0479 - val_r_coeff: 0.0101 - val_success_ratio: 1.0000
Epoch 419/7000
0s - loss: 0.0573 - r_coeff: 0.0965 - success_ratio: 1.0000 - val_loss: 0.0479 - val_r_coeff: 0.0099 - val_success_ratio: 1.0000
Epoch 420/7000
0s - loss: 0.0573 - r_coeff: 0.0969 - success_ratio: 1.0000 - val_loss: 0.0479 - val_r_coeff: 0.0105 - val_success_ratio: 1.0000
Epoch 421/7000
0s - loss: 0.0573 - r_coeff: 0.0972 - success_ratio: 1.0000 - val_loss: 0.0479 - val_r_coeff: 0.0106 - val_success_ratio: 1.0000
Epoch 422/7000
0s - loss: 0.0573 - r_coeff: 0.0976 - success_ratio: 1.0000 - val_loss: 0.0479 - val_r_coeff: 0.0111 - val_success_ratio: 1.0000
Epoch 423/7000
0s - loss: 0.0573 - r_coeff: 0.0980 - success_ratio: 1.0000 - val_loss: 0.0479 - val_r_coeff: 0.0113 - val_success_ratio: 1.0000
Epoch 424/7000
0s - loss: 0.0572 - r_coeff: 0.0983 - success_ratio: 1.0000 - val_loss: 0.0478 - val_r_coeff: 0.0117 - val_success_ratio: 1.0000
Epoch 425/7000
0s - loss: 0.0572 - r_coeff: 0.0987 - success_ratio: 1.0000 - val_loss: 0.0478 - val_r_coeff: 0.0119 - val_success_ratio: 1.0000
Epoch 426/7000
0s - loss: 0.0572 - r_coeff: 0.0991 - success_ratio: 1.0000 - val_loss: 0.0478 - val_r_coeff: 0.0124 - val_success_ratio: 1.0000
Epoch 427/7000
0s - loss: 0.0572 - r_coeff: 0.0994 - success_ratio: 1.0000 - val_loss: 0.0478 - val_r_coeff: 0.0125 - val_success_ratio: 1.0000
Epoch 428/7000
0s - loss: 0.0571 - r_coeff: 0.0998 - success_ratio: 1.0000 - val_loss: 0.0478 - val_r_coeff: 0.0130 - val_success_ratio: 1.0000
Epoch 429/7000
0s - loss: 0.0571 - r_coeff: 0.1002 - success_ratio: 1.0000 - val_loss: 0.0478 - val_r_coeff: 0.0131 - val_success_ratio: 1.0000
Epoch 430/7000
0s - loss: 0.0571 - r_coeff: 0.1005 - success_ratio: 1.0000 - val_loss: 0.0477 - val_r_coeff: 0.0138 - val_success_ratio: 1.0000
Epoch 431/7000
0s - loss: 0.0571 - r_coeff: 0.1009 - success_ratio: 1.0000 - val_loss: 0.0478 - val_r_coeff: 0.0135 - val_success_ratio: 1.0000
Epoch 432/7000
0s - loss: 0.0570 - r_coeff: 0.1012 - success_ratio: 1.0000 - val_loss: 0.0477 - val_r_coeff: 0.0146 - val_success_ratio: 1.0000
Epoch 433/7000
0s - loss: 0.0570 - r_coeff: 0.1016 - success_ratio: 1.0000 - val_loss: 0.0477 - val_r_coeff: 0.0139 - val_success_ratio: 1.0000
Epoch 434/7000
0s - loss: 0.0570 - r_coeff: 0.1020 - success_ratio: 1.0000 - val_loss: 0.0477 - val_r_coeff: 0.0152 - val_success_ratio: 1.0000
Epoch 435/7000
0s - loss: 0.0570 - r_coeff: 0.1023 - success_ratio: 1.0000 - val_loss: 0.0477 - val_r_coeff: 0.0147 - val_success_ratio: 1.0000
Epoch 436/7000
0s - loss: 0.0570 - r_coeff: 0.1027 - success_ratio: 1.0000 - val_loss: 0.0477 - val_r_coeff: 0.0157 - val_success_ratio: 1.0000
Epoch 437/7000
0s - loss: 0.0569 - r_coeff: 0.1031 - success_ratio: 1.0000 - val_loss: 0.0477 - val_r_coeff: 0.0154 - val_success_ratio: 1.0000
Epoch 438/7000
0s - loss: 0.0569 - r_coeff: 0.1034 - success_ratio: 1.0000 - val_loss: 0.0476 - val_r_coeff: 0.0162 - val_success_ratio: 1.0000
Epoch 439/7000
0s - loss: 0.0569 - r_coeff: 0.1038 - success_ratio: 1.0000 - val_loss: 0.0476 - val_r_coeff: 0.0161 - val_success_ratio: 1.0000
Epoch 440/7000
0s - loss: 0.0569 - r_coeff: 0.1041 - success_ratio: 1.0000 - val_loss: 0.0476 - val_r_coeff: 0.0168 - val_success_ratio: 1.0000
Epoch 441/7000
0s - loss: 0.0568 - r_coeff: 0.1045 - success_ratio: 1.0000 - val_loss: 0.0476 - val_r_coeff: 0.0167 - val_success_ratio: 1.0000
Epoch 442/7000
0s - loss: 0.0568 - r_coeff: 0.1049 - success_ratio: 1.0000 - val_loss: 0.0476 - val_r_coeff: 0.0174 - val_success_ratio: 1.0000
Epoch 443/7000
0s - loss: 0.0568 - r_coeff: 0.1052 - success_ratio: 1.0000 - val_loss: 0.0476 - val_r_coeff: 0.0173 - val_success_ratio: 1.0000
Epoch 444/7000
0s - loss: 0.0568 - r_coeff: 0.1056 - success_ratio: 1.0000 - val_loss: 0.0475 - val_r_coeff: 0.0181 - val_success_ratio: 1.0000
Epoch 445/7000
0s - loss: 0.0568 - r_coeff: 0.1059 - success_ratio: 1.0000 - val_loss: 0.0475 - val_r_coeff: 0.0178 - val_success_ratio: 1.0000
Epoch 446/7000
0s - loss: 0.0567 - r_coeff: 0.1063 - success_ratio: 1.0000 - val_loss: 0.0475 - val_r_coeff: 0.0188 - val_success_ratio: 1.0000
Epoch 447/7000
0s - loss: 0.0567 - r_coeff: 0.1066 - success_ratio: 1.0000 - val_loss: 0.0475 - val_r_coeff: 0.0184 - val_success_ratio: 1.0000
Epoch 448/7000
0s - loss: 0.0567 - r_coeff: 0.1070 - success_ratio: 1.0000 - val_loss: 0.0475 - val_r_coeff: 0.0195 - val_success_ratio: 1.0000
Epoch 449/7000
0s - loss: 0.0567 - r_coeff: 0.1074 - success_ratio: 1.0000 - val_loss: 0.0475 - val_r_coeff: 0.0190 - val_success_ratio: 1.0000
Epoch 450/7000
0s - loss: 0.0566 - r_coeff: 0.1077 - success_ratio: 1.0000 - val_loss: 0.0474 - val_r_coeff: 0.0201 - val_success_ratio: 1.0000
Epoch 451/7000
0s - loss: 0.0566 - r_coeff: 0.1081 - success_ratio: 1.0000 - val_loss: 0.0475 - val_r_coeff: 0.0197 - val_success_ratio: 1.0000
Epoch 452/7000
0s - loss: 0.0566 - r_coeff: 0.1084 - success_ratio: 1.0000 - val_loss: 0.0474 - val_r_coeff: 0.0206 - val_success_ratio: 1.0000
Epoch 453/7000
0s - loss: 0.0566 - r_coeff: 0.1088 - success_ratio: 1.0000 - val_loss: 0.0474 - val_r_coeff: 0.0203 - val_success_ratio: 1.0000
Epoch 454/7000
0s - loss: 0.0565 - r_coeff: 0.1091 - success_ratio: 1.0000 - val_loss: 0.0474 - val_r_coeff: 0.0212 - val_success_ratio: 1.0000
Epoch 455/7000
0s - loss: 0.0565 - r_coeff: 0.1095 - success_ratio: 1.0000 - val_loss: 0.0474 - val_r_coeff: 0.0210 - val_success_ratio: 1.0000
Epoch 456/7000
0s - loss: 0.0565 - r_coeff: 0.1099 - success_ratio: 1.0000 - val_loss: 0.0474 - val_r_coeff: 0.0218 - val_success_ratio: 1.0000
Epoch 457/7000
0s - loss: 0.0565 - r_coeff: 0.1102 - success_ratio: 1.0000 - val_loss: 0.0474 - val_r_coeff: 0.0215 - val_success_ratio: 1.0000
Epoch 458/7000
0s - loss: 0.0565 - r_coeff: 0.1106 - success_ratio: 1.0000 - val_loss: 0.0473 - val_r_coeff: 0.0225 - val_success_ratio: 1.0000
Epoch 459/7000
0s - loss: 0.0564 - r_coeff: 0.1109 - success_ratio: 1.0000 - val_loss: 0.0473 - val_r_coeff: 0.0221 - val_success_ratio: 1.0000
Epoch 460/7000
0s - loss: 0.0564 - r_coeff: 0.1113 - success_ratio: 1.0000 - val_loss: 0.0473 - val_r_coeff: 0.0231 - val_success_ratio: 1.0000
Epoch 461/7000
0s - loss: 0.0564 - r_coeff: 0.1116 - success_ratio: 1.0000 - val_loss: 0.0473 - val_r_coeff: 0.0227 - val_success_ratio: 1.0000
Epoch 462/7000
0s - loss: 0.0564 - r_coeff: 0.1120 - success_ratio: 1.0000 - val_loss: 0.0473 - val_r_coeff: 0.0238 - val_success_ratio: 1.0000
Epoch 463/7000
0s - loss: 0.0563 - r_coeff: 0.1123 - success_ratio: 1.0000 - val_loss: 0.0473 - val_r_coeff: 0.0233 - val_success_ratio: 1.0000
Epoch 464/7000
0s - loss: 0.0563 - r_coeff: 0.1127 - success_ratio: 1.0000 - val_loss: 0.0472 - val_r_coeff: 0.0243 - val_success_ratio: 1.0000
Epoch 465/7000
0s - loss: 0.0563 - r_coeff: 0.1130 - success_ratio: 1.0000 - val_loss: 0.0473 - val_r_coeff: 0.0239 - val_success_ratio: 1.0000
Epoch 466/7000
0s - loss: 0.0563 - r_coeff: 0.1134 - success_ratio: 1.0000 - val_loss: 0.0472 - val_r_coeff: 0.0249 - val_success_ratio: 1.0000
Epoch 467/7000
0s - loss: 0.0563 - r_coeff: 0.1137 - success_ratio: 1.0000 - val_loss: 0.0472 - val_r_coeff: 0.0246 - val_success_ratio: 1.0000
Epoch 468/7000
0s - loss: 0.0562 - r_coeff: 0.1141 - success_ratio: 1.0000 - val_loss: 0.0472 - val_r_coeff: 0.0255 - val_success_ratio: 1.0000
Epoch 469/7000
0s - loss: 0.0562 - r_coeff: 0.1144 - success_ratio: 1.0000 - val_loss: 0.0472 - val_r_coeff: 0.0252 - val_success_ratio: 1.0000
Epoch 470/7000
0s - loss: 0.0562 - r_coeff: 0.1148 - success_ratio: 1.0000 - val_loss: 0.0471 - val_r_coeff: 0.0261 - val_success_ratio: 1.0000
Epoch 471/7000
0s - loss: 0.0562 - r_coeff: 0.1151 - success_ratio: 1.0000 - val_loss: 0.0472 - val_r_coeff: 0.0258 - val_success_ratio: 1.0000
Epoch 472/7000
0s - loss: 0.0561 - r_coeff: 0.1155 - success_ratio: 1.0000 - val_loss: 0.0471 - val_r_coeff: 0.0267 - val_success_ratio: 1.0000
Epoch 473/7000
0s - loss: 0.0561 - r_coeff: 0.1158 - success_ratio: 1.0000 - val_loss: 0.0471 - val_r_coeff: 0.0264 - val_success_ratio: 1.0000
Epoch 474/7000
0s - loss: 0.0561 - r_coeff: 0.1162 - success_ratio: 1.0000 - val_loss: 0.0471 - val_r_coeff: 0.0274 - val_success_ratio: 1.0000
Epoch 475/7000
0s - loss: 0.0561 - r_coeff: 0.1165 - success_ratio: 1.0000 - val_loss: 0.0471 - val_r_coeff: 0.0270 - val_success_ratio: 1.0000
Epoch 476/7000
0s - loss: 0.0561 - r_coeff: 0.1169 - success_ratio: 1.0000 - val_loss: 0.0471 - val_r_coeff: 0.0280 - val_success_ratio: 1.0000
Epoch 477/7000
0s - loss: 0.0560 - r_coeff: 0.1172 - success_ratio: 1.0000 - val_loss: 0.0471 - val_r_coeff: 0.0276 - val_success_ratio: 1.0000
Epoch 478/7000
0s - loss: 0.0560 - r_coeff: 0.1176 - success_ratio: 1.0000 - val_loss: 0.0470 - val_r_coeff: 0.0286 - val_success_ratio: 1.0000
Epoch 479/7000
0s - loss: 0.0560 - r_coeff: 0.1179 - success_ratio: 1.0000 - val_loss: 0.0470 - val_r_coeff: 0.0282 - val_success_ratio: 1.0000
Epoch 480/7000
0s - loss: 0.0560 - r_coeff: 0.1183 - success_ratio: 1.0000 - val_loss: 0.0470 - val_r_coeff: 0.0292 - val_success_ratio: 1.0000
Epoch 481/7000
0s - loss: 0.0559 - r_coeff: 0.1186 - success_ratio: 1.0000 - val_loss: 0.0470 - val_r_coeff: 0.0288 - val_success_ratio: 1.0000
Epoch 482/7000
0s - loss: 0.0559 - r_coeff: 0.1189 - success_ratio: 1.0000 - val_loss: 0.0470 - val_r_coeff: 0.0298 - val_success_ratio: 1.0000
Epoch 483/7000
0s - loss: 0.0559 - r_coeff: 0.1193 - success_ratio: 1.0000 - val_loss: 0.0470 - val_r_coeff: 0.0294 - val_success_ratio: 1.0000
Epoch 484/7000
0s - loss: 0.0559 - r_coeff: 0.1196 - success_ratio: 1.0000 - val_loss: 0.0469 - val_r_coeff: 0.0303 - val_success_ratio: 1.0000
Epoch 485/7000
0s - loss: 0.0559 - r_coeff: 0.1200 - success_ratio: 1.0000 - val_loss: 0.0470 - val_r_coeff: 0.0300 - val_success_ratio: 1.0000
Epoch 486/7000
0s - loss: 0.0558 - r_coeff: 0.1203 - success_ratio: 1.0000 - val_loss: 0.0469 - val_r_coeff: 0.0310 - val_success_ratio: 1.0000
Epoch 487/7000
0s - loss: 0.0558 - r_coeff: 0.1207 - success_ratio: 1.0000 - val_loss: 0.0469 - val_r_coeff: 0.0306 - val_success_ratio: 1.0000
Epoch 488/7000
0s - loss: 0.0558 - r_coeff: 0.1210 - success_ratio: 1.0000 - val_loss: 0.0469 - val_r_coeff: 0.0316 - val_success_ratio: 1.0000
Epoch 489/7000
0s - loss: 0.0558 - r_coeff: 0.1213 - success_ratio: 1.0000 - val_loss: 0.0469 - val_r_coeff: 0.0312 - val_success_ratio: 1.0000
Epoch 490/7000
0s - loss: 0.0558 - r_coeff: 0.1217 - success_ratio: 1.0000 - val_loss: 0.0469 - val_r_coeff: 0.0322 - val_success_ratio: 1.0000
Epoch 491/7000
0s - loss: 0.0557 - r_coeff: 0.1220 - success_ratio: 1.0000 - val_loss: 0.0469 - val_r_coeff: 0.0318 - val_success_ratio: 1.0000
Epoch 492/7000
0s - loss: 0.0557 - r_coeff: 0.1224 - success_ratio: 1.0000 - val_loss: 0.0468 - val_r_coeff: 0.0327 - val_success_ratio: 1.0000
Epoch 493/7000
0s - loss: 0.0557 - r_coeff: 0.1227 - success_ratio: 1.0000 - val_loss: 0.0468 - val_r_coeff: 0.0324 - val_success_ratio: 1.0000
Epoch 494/7000
0s - loss: 0.0557 - r_coeff: 0.1230 - success_ratio: 1.0000 - val_loss: 0.0468 - val_r_coeff: 0.0333 - val_success_ratio: 1.0000
Epoch 495/7000
0s - loss: 0.0556 - r_coeff: 0.1234 - success_ratio: 1.0000 - val_loss: 0.0468 - val_r_coeff: 0.0329 - val_success_ratio: 1.0000
Epoch 496/7000
0s - loss: 0.0556 - r_coeff: 0.1237 - success_ratio: 1.0000 - val_loss: 0.0468 - val_r_coeff: 0.0339 - val_success_ratio: 1.0000
Epoch 497/7000
0s - loss: 0.0556 - r_coeff: 0.1241 - success_ratio: 1.0000 - val_loss: 0.0468 - val_r_coeff: 0.0335 - val_success_ratio: 1.0000
Epoch 498/7000
0s - loss: 0.0556 - r_coeff: 0.1244 - success_ratio: 1.0000 - val_loss: 0.0467 - val_r_coeff: 0.0345 - val_success_ratio: 1.0000
Epoch 499/7000
0s - loss: 0.0556 - r_coeff: 0.1247 - success_ratio: 1.0000 - val_loss: 0.0468 - val_r_coeff: 0.0341 - val_success_ratio: 1.0000
Epoch 500/7000
0s - loss: 0.0555 - r_coeff: 0.1251 - success_ratio: 1.0000 - val_loss: 0.0467 - val_r_coeff: 0.0351 - val_success_ratio: 1.0000
Epoch 501/7000
0s - loss: 0.0555 - r_coeff: 0.1254 - success_ratio: 1.0000 - val_loss: 0.0467 - val_r_coeff: 0.0347 - val_success_ratio: 1.0000
Epoch 502/7000
0s - loss: 0.0555 - r_coeff: 0.1257 - success_ratio: 1.0000 - val_loss: 0.0467 - val_r_coeff: 0.0357 - val_success_ratio: 1.0000
Epoch 503/7000
0s - loss: 0.0555 - r_coeff: 0.1261 - success_ratio: 1.0000 - val_loss: 0.0467 - val_r_coeff: 0.0353 - val_success_ratio: 1.0000
Epoch 504/7000
0s - loss: 0.0555 - r_coeff: 0.1264 - success_ratio: 1.0000 - val_loss: 0.0467 - val_r_coeff: 0.0363 - val_success_ratio: 1.0000
Epoch 505/7000
0s - loss: 0.0554 - r_coeff: 0.1267 - success_ratio: 1.0000 - val_loss: 0.0467 - val_r_coeff: 0.0359 - val_success_ratio: 1.0000
Epoch 506/7000
0s - loss: 0.0554 - r_coeff: 0.1271 - success_ratio: 1.0000 - val_loss: 0.0466 - val_r_coeff: 0.0369 - val_success_ratio: 1.0000
Epoch 507/7000
0s - loss: 0.0554 - r_coeff: 0.1274 - success_ratio: 1.0000 - val_loss: 0.0466 - val_r_coeff: 0.0365 - val_success_ratio: 1.0000
Epoch 508/7000
0s - loss: 0.0554 - r_coeff: 0.1277 - success_ratio: 1.0000 - val_loss: 0.0466 - val_r_coeff: 0.0374 - val_success_ratio: 1.0000
Epoch 509/7000
0s - loss: 0.0553 - r_coeff: 0.1281 - success_ratio: 1.0000 - val_loss: 0.0466 - val_r_coeff: 0.0370 - val_success_ratio: 1.0000
Epoch 510/7000
0s - loss: 0.0553 - r_coeff: 0.1284 - success_ratio: 1.0000 - val_loss: 0.0466 - val_r_coeff: 0.0380 - val_success_ratio: 1.0000
Epoch 511/7000
0s - loss: 0.0553 - r_coeff: 0.1287 - success_ratio: 1.0000 - val_loss: 0.0466 - val_r_coeff: 0.0376 - val_success_ratio: 1.0000
Epoch 512/7000
0s - loss: 0.0553 - r_coeff: 0.1291 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0386 - val_success_ratio: 1.0000
Epoch 513/7000
0s - loss: 0.0553 - r_coeff: 0.1294 - success_ratio: 1.0000 - val_loss: 0.0466 - val_r_coeff: 0.0382 - val_success_ratio: 1.0000
Epoch 514/7000
0s - loss: 0.0552 - r_coeff: 0.1297 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0392 - val_success_ratio: 1.0000
Epoch 515/7000
0s - loss: 0.0552 - r_coeff: 0.1300 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0388 - val_success_ratio: 1.0000
Epoch 516/7000
0s - loss: 0.0552 - r_coeff: 0.1304 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0397 - val_success_ratio: 1.0000
Epoch 517/7000
0s - loss: 0.0552 - r_coeff: 0.1307 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0393 - val_success_ratio: 1.0000
Epoch 518/7000
0s - loss: 0.0552 - r_coeff: 0.1310 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0403 - val_success_ratio: 1.0000
Epoch 519/7000
0s - loss: 0.0551 - r_coeff: 0.1314 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0399 - val_success_ratio: 1.0000
Epoch 520/7000
0s - loss: 0.0551 - r_coeff: 0.1317 - success_ratio: 1.0000 - val_loss: 0.0464 - val_r_coeff: 0.0409 - val_success_ratio: 1.0000
Epoch 521/7000
0s - loss: 0.0551 - r_coeff: 0.1320 - success_ratio: 1.0000 - val_loss: 0.0465 - val_r_coeff: 0.0405 - val_success_ratio: 1.0000
Epoch 522/7000
0s - loss: 0.0551 - r_coeff: 0.1323 - success_ratio: 1.0000 - val_loss: 0.0464 - val_r_coeff: 0.0414 - val_success_ratio: 1.0000
Epoch 523/7000
0s - loss: 0.0551 - r_coeff: 0.1326 - success_ratio: 1.0000 - val_loss: 0.0464 - val_r_coeff: 0.0410 - val_success_ratio: 1.0000
Epoch 524/7000
0s - loss: 0.0550 - r_coeff: 0.1330 - success_ratio: 1.0000 - val_loss: 0.0464 - val_r_coeff: 0.0420 - val_success_ratio: 1.0000
Epoch 525/7000
0s - loss: 0.0550 - r_coeff: 0.1333 - success_ratio: 1.0000 - val_loss: 0.0464 - val_r_coeff: 0.0416 - val_success_ratio: 1.0000
Epoch 526/7000
0s - loss: 0.0550 - r_coeff: 0.1336 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0426 - val_success_ratio: 1.0000
Epoch 527/7000
0s - loss: 0.0550 - r_coeff: 0.1339 - success_ratio: 1.0000 - val_loss: 0.0464 - val_r_coeff: 0.0422 - val_success_ratio: 1.0000
Epoch 528/7000
0s - loss: 0.0550 - r_coeff: 0.1343 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0431 - val_success_ratio: 1.0000
Epoch 529/7000
0s - loss: 0.0549 - r_coeff: 0.1346 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0427 - val_success_ratio: 1.0000
Epoch 530/7000
0s - loss: 0.0549 - r_coeff: 0.1349 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0437 - val_success_ratio: 1.0000
Epoch 531/7000
0s - loss: 0.0549 - r_coeff: 0.1352 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0433 - val_success_ratio: 1.0000
Epoch 532/7000
0s - loss: 0.0549 - r_coeff: 0.1355 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0443 - val_success_ratio: 1.0000
Epoch 533/7000
0s - loss: 0.0549 - r_coeff: 0.1358 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0438 - val_success_ratio: 1.0000
Epoch 534/7000
0s - loss: 0.0548 - r_coeff: 0.1362 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0448 - val_success_ratio: 1.0000
Epoch 535/7000
0s - loss: 0.0548 - r_coeff: 0.1365 - success_ratio: 1.0000 - val_loss: 0.0463 - val_r_coeff: 0.0444 - val_success_ratio: 1.0000
Epoch 536/7000
0s - loss: 0.0548 - r_coeff: 0.1368 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0454 - val_success_ratio: 1.0000
Epoch 537/7000
0s - loss: 0.0548 - r_coeff: 0.1371 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0450 - val_success_ratio: 1.0000
Epoch 538/7000
0s - loss: 0.0548 - r_coeff: 0.1374 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0459 - val_success_ratio: 1.0000
Epoch 539/7000
0s - loss: 0.0547 - r_coeff: 0.1377 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0455 - val_success_ratio: 1.0000
Epoch 540/7000
0s - loss: 0.0547 - r_coeff: 0.1380 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0465 - val_success_ratio: 1.0000
Epoch 541/7000
0s - loss: 0.0547 - r_coeff: 0.1384 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0461 - val_success_ratio: 1.0000
Epoch 542/7000
0s - loss: 0.0547 - r_coeff: 0.1387 - success_ratio: 1.0000 - val_loss: 0.0461 - val_r_coeff: 0.0470 - val_success_ratio: 1.0000
Epoch 543/7000
0s - loss: 0.0547 - r_coeff: 0.1390 - success_ratio: 1.0000 - val_loss: 0.0462 - val_r_coeff: 0.0466 - val_success_ratio: 1.0000
Epoch 544/7000
0s - loss: 0.0546 - r_coeff: 0.1393 - success_ratio: 1.0000 - val_loss: 0.0461 - val_r_coeff: 0.0475 - val_success_ratio: 1.0000
Epoch 545/7000
0s - loss: 0.0546 - r_coeff: 0.1396 - success_ratio: 1.0000 - val_loss: 0.0461 - val_r_coeff: 0.0471 - val_success_ratio: 1.0000
Epoch 546/7000
0s - loss: 0.0546 - r_coeff: 0.1399 - success_ratio: 1.0000 - val_loss: 0.0461 - val_r_coeff: 0.0481 - val_success_ratio: 1.0000
Epoch 547/7000
0s - loss: 0.0546 - r_coeff: 0.1402 - success_ratio: 1.0000 - val_loss: 0.0461 - val_r_coeff: 0.0477 - val_success_ratio: 1.0000
Epoch 548/7000
0s - loss: 0.0546 - r_coeff: 0.1405 - success_ratio: 1.0000 - val_loss: 0.0461 - val_r_coeff: 0.0486 - val_success_ratio: 1.0000
Epoch 549/7000
0s - loss: 0.0545 - r_coeff: 0.1408 - success_ratio: 1.0000 - val_loss: 0.0461 - val_r_coeff: 0.0482 - val_success_ratio: 1.0000
Epoch 550/7000
0s - loss: 0.0545 - r_coeff: 0.1411 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0492 - val_success_ratio: 1.0000
Epoch 551/7000
0s - loss: 0.0545 - r_coeff: 0.1414 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0488 - val_success_ratio: 1.0000
Epoch 552/7000
0s - loss: 0.0545 - r_coeff: 0.1417 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0497 - val_success_ratio: 1.0000
Epoch 553/7000
0s - loss: 0.0545 - r_coeff: 0.1420 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0493 - val_success_ratio: 1.0000
Epoch 554/7000
0s - loss: 0.0544 - r_coeff: 0.1423 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0502 - val_success_ratio: 1.0000
Epoch 555/7000
0s - loss: 0.0544 - r_coeff: 0.1426 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0498 - val_success_ratio: 1.0000
Epoch 556/7000
0s - loss: 0.0544 - r_coeff: 0.1429 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0508 - val_success_ratio: 1.0000
Epoch 557/7000
0s - loss: 0.0544 - r_coeff: 0.1432 - success_ratio: 1.0000 - val_loss: 0.0460 - val_r_coeff: 0.0503 - val_success_ratio: 1.0000
Epoch 558/7000
0s - loss: 0.0544 - r_coeff: 0.1435 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0513 - val_success_ratio: 1.0000
Epoch 559/7000
0s - loss: 0.0543 - r_coeff: 0.1438 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0509 - val_success_ratio: 1.0000
Epoch 560/7000
0s - loss: 0.0543 - r_coeff: 0.1441 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0518 - val_success_ratio: 1.0000
Epoch 561/7000
0s - loss: 0.0543 - r_coeff: 0.1444 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0514 - val_success_ratio: 1.0000
Epoch 562/7000
0s - loss: 0.0543 - r_coeff: 0.1447 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0523 - val_success_ratio: 1.0000
Epoch 563/7000
0s - loss: 0.0543 - r_coeff: 0.1450 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0519 - val_success_ratio: 1.0000
Epoch 564/7000
0s - loss: 0.0543 - r_coeff: 0.1453 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0529 - val_success_ratio: 1.0000
Epoch 565/7000
0s - loss: 0.0542 - r_coeff: 0.1456 - success_ratio: 1.0000 - val_loss: 0.0459 - val_r_coeff: 0.0524 - val_success_ratio: 1.0000
Epoch 566/7000
0s - loss: 0.0542 - r_coeff: 0.1459 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0534 - val_success_ratio: 1.0000
Epoch 567/7000
0s - loss: 0.0542 - r_coeff: 0.1462 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0530 - val_success_ratio: 1.0000
Epoch 568/7000
0s - loss: 0.0542 - r_coeff: 0.1465 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0539 - val_success_ratio: 1.0000
Epoch 569/7000
0s - loss: 0.0542 - r_coeff: 0.1468 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0535 - val_success_ratio: 1.0000
Epoch 570/7000
0s - loss: 0.0541 - r_coeff: 0.1471 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0544 - val_success_ratio: 1.0000
Epoch 571/7000
0s - loss: 0.0541 - r_coeff: 0.1474 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0540 - val_success_ratio: 1.0000
Epoch 572/7000
0s - loss: 0.0541 - r_coeff: 0.1477 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0549 - val_success_ratio: 1.0000
Epoch 573/7000
0s - loss: 0.0541 - r_coeff: 0.1479 - success_ratio: 1.0000 - val_loss: 0.0458 - val_r_coeff: 0.0545 - val_success_ratio: 1.0000
Epoch 574/7000
0s - loss: 0.0541 - r_coeff: 0.1482 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0554 - val_success_ratio: 1.0000
Epoch 575/7000
0s - loss: 0.0540 - r_coeff: 0.1485 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0550 - val_success_ratio: 1.0000
Epoch 576/7000
0s - loss: 0.0540 - r_coeff: 0.1488 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0559 - val_success_ratio: 1.0000
Epoch 577/7000
0s - loss: 0.0540 - r_coeff: 0.1491 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0555 - val_success_ratio: 1.0000
Epoch 578/7000
0s - loss: 0.0540 - r_coeff: 0.1494 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0564 - val_success_ratio: 1.0000
Epoch 579/7000
0s - loss: 0.0540 - r_coeff: 0.1497 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0560 - val_success_ratio: 1.0000
Epoch 580/7000
0s - loss: 0.0540 - r_coeff: 0.1499 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0569 - val_success_ratio: 1.0000
Epoch 581/7000
0s - loss: 0.0539 - r_coeff: 0.1502 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0565 - val_success_ratio: 1.0000
Epoch 582/7000
0s - loss: 0.0539 - r_coeff: 0.1505 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0574 - val_success_ratio: 1.0000
Epoch 583/7000
0s - loss: 0.0539 - r_coeff: 0.1508 - success_ratio: 1.0000 - val_loss: 0.0457 - val_r_coeff: 0.0570 - val_success_ratio: 1.0000
Epoch 584/7000
0s - loss: 0.0539 - r_coeff: 0.1511 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0579 - val_success_ratio: 1.0000
Epoch 585/7000
0s - loss: 0.0539 - r_coeff: 0.1513 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0575 - val_success_ratio: 1.0000
Epoch 586/7000
0s - loss: 0.0539 - r_coeff: 0.1516 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0584 - val_success_ratio: 1.0000
Epoch 587/7000
0s - loss: 0.0538 - r_coeff: 0.1519 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0580 - val_success_ratio: 1.0000
Epoch 588/7000
0s - loss: 0.0538 - r_coeff: 0.1522 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0589 - val_success_ratio: 1.0000
Epoch 589/7000
0s - loss: 0.0538 - r_coeff: 0.1525 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0585 - val_success_ratio: 1.0000
Epoch 590/7000
0s - loss: 0.0538 - r_coeff: 0.1527 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0594 - val_success_ratio: 1.0000
Epoch 591/7000
0s - loss: 0.0538 - r_coeff: 0.1530 - success_ratio: 1.0000 - val_loss: 0.0456 - val_r_coeff: 0.0589 - val_success_ratio: 1.0000
Epoch 592/7000
0s - loss: 0.0537 - r_coeff: 0.1533 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0598 - val_success_ratio: 1.0000
Epoch 593/7000
0s - loss: 0.0537 - r_coeff: 0.1536 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0594 - val_success_ratio: 1.0000
Epoch 594/7000
0s - loss: 0.0537 - r_coeff: 0.1538 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0603 - val_success_ratio: 1.0000
Epoch 595/7000
0s - loss: 0.0537 - r_coeff: 0.1541 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0599 - val_success_ratio: 1.0000
Epoch 596/7000
0s - loss: 0.0537 - r_coeff: 0.1544 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0608 - val_success_ratio: 1.0000
Epoch 597/7000
0s - loss: 0.0537 - r_coeff: 0.1546 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0604 - val_success_ratio: 1.0000
Epoch 598/7000
0s - loss: 0.0536 - r_coeff: 0.1549 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0612 - val_success_ratio: 1.0000
Epoch 599/7000
0s - loss: 0.0536 - r_coeff: 0.1552 - success_ratio: 1.0000 - val_loss: 0.0455 - val_r_coeff: 0.0608 - val_success_ratio: 1.0000
Epoch 600/7000
0s - loss: 0.0536 - r_coeff: 0.1554 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0617 - val_success_ratio: 1.0000
Epoch 601/7000
0s - loss: 0.0536 - r_coeff: 0.1557 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0613 - val_success_ratio: 1.0000
Epoch 602/7000
0s - loss: 0.0536 - r_coeff: 0.1560 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0622 - val_success_ratio: 1.0000
Epoch 603/7000
0s - loss: 0.0536 - r_coeff: 0.1562 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0618 - val_success_ratio: 1.0000
Epoch 604/7000
0s - loss: 0.0535 - r_coeff: 0.1565 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0626 - val_success_ratio: 1.0000
Epoch 605/7000
0s - loss: 0.0535 - r_coeff: 0.1568 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0622 - val_success_ratio: 1.0000
Epoch 606/7000
0s - loss: 0.0535 - r_coeff: 0.1570 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0631 - val_success_ratio: 1.0000
Epoch 607/7000
0s - loss: 0.0535 - r_coeff: 0.1573 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0627 - val_success_ratio: 1.0000
Epoch 608/7000
0s - loss: 0.0535 - r_coeff: 0.1575 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0635 - val_success_ratio: 1.0000
Epoch 609/7000
0s - loss: 0.0535 - r_coeff: 0.1578 - success_ratio: 1.0000 - val_loss: 0.0454 - val_r_coeff: 0.0631 - val_success_ratio: 1.0000
Epoch 610/7000
0s - loss: 0.0534 - r_coeff: 0.1581 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0640 - val_success_ratio: 1.0000
Epoch 611/7000
0s - loss: 0.0534 - r_coeff: 0.1583 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0636 - val_success_ratio: 1.0000
Epoch 612/7000
0s - loss: 0.0534 - r_coeff: 0.1586 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0644 - val_success_ratio: 1.0000
Epoch 613/7000
0s - loss: 0.0534 - r_coeff: 0.1588 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0640 - val_success_ratio: 1.0000
Epoch 614/7000
0s - loss: 0.0534 - r_coeff: 0.1591 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0649 - val_success_ratio: 1.0000
Epoch 615/7000
0s - loss: 0.0534 - r_coeff: 0.1593 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0645 - val_success_ratio: 1.0000
Epoch 616/7000
0s - loss: 0.0533 - r_coeff: 0.1596 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0653 - val_success_ratio: 1.0000
Epoch 617/7000
0s - loss: 0.0533 - r_coeff: 0.1598 - success_ratio: 1.0000 - val_loss: 0.0453 - val_r_coeff: 0.0649 - val_success_ratio: 1.0000
Epoch 618/7000
0s - loss: 0.0533 - r_coeff: 0.1601 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0658 - val_success_ratio: 1.0000
Epoch 619/7000
0s - loss: 0.0533 - r_coeff: 0.1603 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0654 - val_success_ratio: 1.0000
Epoch 620/7000
0s - loss: 0.0533 - r_coeff: 0.1606 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0662 - val_success_ratio: 1.0000
Epoch 621/7000
0s - loss: 0.0533 - r_coeff: 0.1608 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0658 - val_success_ratio: 1.0000
Epoch 622/7000
0s - loss: 0.0533 - r_coeff: 0.1611 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0666 - val_success_ratio: 1.0000
Epoch 623/7000
0s - loss: 0.0532 - r_coeff: 0.1613 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0662 - val_success_ratio: 1.0000
Epoch 624/7000
0s - loss: 0.0532 - r_coeff: 0.1616 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0671 - val_success_ratio: 1.0000
Epoch 625/7000
0s - loss: 0.0532 - r_coeff: 0.1618 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0667 - val_success_ratio: 1.0000
Epoch 626/7000
0s - loss: 0.0532 - r_coeff: 0.1621 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0675 - val_success_ratio: 1.0000
Epoch 627/7000
0s - loss: 0.0532 - r_coeff: 0.1623 - success_ratio: 1.0000 - val_loss: 0.0452 - val_r_coeff: 0.0671 - val_success_ratio: 1.0000
Epoch 628/7000
0s - loss: 0.0532 - r_coeff: 0.1626 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0679 - val_success_ratio: 1.0000
Epoch 629/7000
0s - loss: 0.0531 - r_coeff: 0.1628 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0675 - val_success_ratio: 1.0000
Epoch 630/7000
0s - loss: 0.0531 - r_coeff: 0.1630 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0683 - val_success_ratio: 1.0000
Epoch 631/7000
0s - loss: 0.0531 - r_coeff: 0.1633 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0679 - val_success_ratio: 1.0000
Epoch 632/7000
0s - loss: 0.0531 - r_coeff: 0.1635 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0687 - val_success_ratio: 1.0000
Epoch 633/7000
0s - loss: 0.0531 - r_coeff: 0.1638 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0683 - val_success_ratio: 1.0000
Epoch 634/7000
0s - loss: 0.0531 - r_coeff: 0.1640 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0691 - val_success_ratio: 1.0000
Epoch 635/7000
0s - loss: 0.0531 - r_coeff: 0.1642 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0687 - val_success_ratio: 1.0000
Epoch 636/7000
0s - loss: 0.0530 - r_coeff: 0.1645 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0695 - val_success_ratio: 1.0000
Epoch 637/7000
0s - loss: 0.0530 - r_coeff: 0.1647 - success_ratio: 1.0000 - val_loss: 0.0451 - val_r_coeff: 0.0691 - val_success_ratio: 1.0000
Epoch 638/7000
0s - loss: 0.0530 - r_coeff: 0.1649 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0699 - val_success_ratio: 1.0000
Epoch 639/7000
0s - loss: 0.0530 - r_coeff: 0.1652 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0695 - val_success_ratio: 1.0000
Epoch 640/7000
0s - loss: 0.0530 - r_coeff: 0.1654 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0703 - val_success_ratio: 1.0000
Epoch 641/7000
0s - loss: 0.0530 - r_coeff: 0.1656 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0699 - val_success_ratio: 1.0000
Epoch 642/7000
0s - loss: 0.0529 - r_coeff: 0.1659 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0707 - val_success_ratio: 1.0000
Epoch 643/7000
0s - loss: 0.0529 - r_coeff: 0.1661 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0703 - val_success_ratio: 1.0000
Epoch 644/7000
0s - loss: 0.0529 - r_coeff: 0.1663 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0711 - val_success_ratio: 1.0000
Epoch 645/7000
0s - loss: 0.0529 - r_coeff: 0.1666 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0707 - val_success_ratio: 1.0000
Epoch 646/7000
0s - loss: 0.0529 - r_coeff: 0.1668 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0715 - val_success_ratio: 1.0000
Epoch 647/7000
0s - loss: 0.0529 - r_coeff: 0.1670 - success_ratio: 1.0000 - val_loss: 0.0450 - val_r_coeff: 0.0711 - val_success_ratio: 1.0000
Epoch 648/7000
0s - loss: 0.0529 - r_coeff: 0.1673 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0719 - val_success_ratio: 1.0000
Epoch 649/7000
0s - loss: 0.0528 - r_coeff: 0.1675 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0715 - val_success_ratio: 1.0000
Epoch 650/7000
0s - loss: 0.0528 - r_coeff: 0.1677 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0723 - val_success_ratio: 1.0000
Epoch 651/7000
0s - loss: 0.0528 - r_coeff: 0.1679 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0719 - val_success_ratio: 1.0000
Epoch 652/7000
0s - loss: 0.0528 - r_coeff: 0.1682 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0726 - val_success_ratio: 1.0000
Epoch 653/7000
0s - loss: 0.0528 - r_coeff: 0.1684 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0723 - val_success_ratio: 1.0000
Epoch 654/7000
0s - loss: 0.0528 - r_coeff: 0.1686 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0730 - val_success_ratio: 1.0000
Epoch 655/7000
0s - loss: 0.0528 - r_coeff: 0.1688 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0727 - val_success_ratio: 1.0000
Epoch 656/7000
0s - loss: 0.0527 - r_coeff: 0.1690 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0734 - val_success_ratio: 1.0000
Epoch 657/7000
0s - loss: 0.0527 - r_coeff: 0.1693 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0731 - val_success_ratio: 1.0000
Epoch 658/7000
0s - loss: 0.0527 - r_coeff: 0.1695 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0738 - val_success_ratio: 1.0000
Epoch 659/7000
0s - loss: 0.0527 - r_coeff: 0.1697 - success_ratio: 1.0000 - val_loss: 0.0449 - val_r_coeff: 0.0734 - val_success_ratio: 1.0000
Epoch 660/7000
0s - loss: 0.0527 - r_coeff: 0.1699 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0741 - val_success_ratio: 1.0000
Epoch 661/7000
0s - loss: 0.0527 - r_coeff: 0.1701 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0738 - val_success_ratio: 1.0000
Epoch 662/7000
0s - loss: 0.0527 - r_coeff: 0.1704 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0745 - val_success_ratio: 1.0000
Epoch 663/7000
0s - loss: 0.0526 - r_coeff: 0.1706 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0742 - val_success_ratio: 1.0000
Epoch 664/7000
0s - loss: 0.0526 - r_coeff: 0.1708 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0749 - val_success_ratio: 1.0000
Epoch 665/7000
0s - loss: 0.0526 - r_coeff: 0.1710 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0746 - val_success_ratio: 1.0000
Epoch 666/7000
0s - loss: 0.0526 - r_coeff: 0.1712 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0753 - val_success_ratio: 1.0000
Epoch 667/7000
0s - loss: 0.0526 - r_coeff: 0.1714 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0750 - val_success_ratio: 1.0000
Epoch 668/7000
0s - loss: 0.0526 - r_coeff: 0.1717 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0757 - val_success_ratio: 1.0000
Epoch 669/7000
0s - loss: 0.0526 - r_coeff: 0.1719 - success_ratio: 1.0000 - val_loss: 0.0448 - val_r_coeff: 0.0754 - val_success_ratio: 1.0000
Epoch 670/7000
0s - loss: 0.0526 - r_coeff: 0.1721 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0760 - val_success_ratio: 1.0000
Epoch 671/7000
0s - loss: 0.0525 - r_coeff: 0.1723 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0758 - val_success_ratio: 1.0000
Epoch 672/7000
0s - loss: 0.0525 - r_coeff: 0.1725 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0764 - val_success_ratio: 1.0000
Epoch 673/7000
0s - loss: 0.0525 - r_coeff: 0.1727 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0761 - val_success_ratio: 1.0000
Epoch 674/7000
0s - loss: 0.0525 - r_coeff: 0.1729 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0768 - val_success_ratio: 1.0000
Epoch 675/7000
0s - loss: 0.0525 - r_coeff: 0.1731 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0765 - val_success_ratio: 1.0000
Epoch 676/7000
0s - loss: 0.0525 - r_coeff: 0.1734 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0772 - val_success_ratio: 1.0000
Epoch 677/7000
0s - loss: 0.0525 - r_coeff: 0.1736 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0769 - val_success_ratio: 1.0000
Epoch 678/7000
0s - loss: 0.0524 - r_coeff: 0.1738 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0776 - val_success_ratio: 1.0000
Epoch 679/7000
0s - loss: 0.0524 - r_coeff: 0.1740 - success_ratio: 1.0000 - val_loss: 0.0447 - val_r_coeff: 0.0773 - val_success_ratio: 1.0000
Epoch 680/7000
0s - loss: 0.0524 - r_coeff: 0.1742 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0780 - val_success_ratio: 1.0000
Epoch 681/7000
0s - loss: 0.0524 - r_coeff: 0.1744 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0777 - val_success_ratio: 1.0000
Epoch 682/7000
0s - loss: 0.0524 - r_coeff: 0.1746 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0784 - val_success_ratio: 1.0000
Epoch 683/7000
0s - loss: 0.0524 - r_coeff: 0.1748 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0781 - val_success_ratio: 1.0000
Epoch 684/7000
0s - loss: 0.0524 - r_coeff: 0.1750 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0787 - val_success_ratio: 1.0000
Epoch 685/7000
0s - loss: 0.0524 - r_coeff: 0.1753 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0784 - val_success_ratio: 1.0000
Epoch 686/7000
0s - loss: 0.0523 - r_coeff: 0.1755 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0791 - val_success_ratio: 1.0000
Epoch 687/7000
0s - loss: 0.0523 - r_coeff: 0.1757 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0788 - val_success_ratio: 1.0000
Epoch 688/7000
0s - loss: 0.0523 - r_coeff: 0.1759 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0795 - val_success_ratio: 1.0000
Epoch 689/7000
0s - loss: 0.0523 - r_coeff: 0.1761 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0792 - val_success_ratio: 1.0000
Epoch 690/7000
0s - loss: 0.0523 - r_coeff: 0.1763 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0799 - val_success_ratio: 1.0000
Epoch 691/7000
0s - loss: 0.0523 - r_coeff: 0.1765 - success_ratio: 1.0000 - val_loss: 0.0446 - val_r_coeff: 0.0796 - val_success_ratio: 1.0000
Epoch 692/7000
0s - loss: 0.0523 - r_coeff: 0.1767 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0803 - val_success_ratio: 1.0000
Epoch 693/7000
0s - loss: 0.0522 - r_coeff: 0.1769 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0800 - val_success_ratio: 1.0000
Epoch 694/7000
0s - loss: 0.0522 - r_coeff: 0.1771 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0807 - val_success_ratio: 1.0000
Epoch 695/7000
0s - loss: 0.0522 - r_coeff: 0.1773 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0803 - val_success_ratio: 1.0000
Epoch 696/7000
0s - loss: 0.0522 - r_coeff: 0.1775 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0810 - val_success_ratio: 1.0000
Epoch 697/7000
0s - loss: 0.0522 - r_coeff: 0.1777 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0807 - val_success_ratio: 1.0000
Epoch 698/7000
0s - loss: 0.0522 - r_coeff: 0.1779 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0814 - val_success_ratio: 1.0000
Epoch 699/7000
0s - loss: 0.0522 - r_coeff: 0.1782 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0811 - val_success_ratio: 1.0000
Epoch 700/7000
0s - loss: 0.0522 - r_coeff: 0.1784 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0818 - val_success_ratio: 1.0000
Epoch 701/7000
0s - loss: 0.0521 - r_coeff: 0.1786 - success_ratio: 1.0000 - val_loss: 0.0445 - val_r_coeff: 0.0815 - val_success_ratio: 1.0000
Epoch 702/7000
0s - loss: 0.0521 - r_coeff: 0.1788 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0822 - val_success_ratio: 1.0000
Epoch 703/7000
0s - loss: 0.0521 - r_coeff: 0.1790 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0819 - val_success_ratio: 1.0000
Epoch 704/7000
0s - loss: 0.0521 - r_coeff: 0.1792 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0825 - val_success_ratio: 1.0000
Epoch 705/7000
0s - loss: 0.0521 - r_coeff: 0.1794 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0822 - val_success_ratio: 1.0000
Epoch 706/7000
0s - loss: 0.0521 - r_coeff: 0.1796 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0829 - val_success_ratio: 1.0000
Epoch 707/7000
0s - loss: 0.0521 - r_coeff: 0.1798 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0826 - val_success_ratio: 1.0000
Epoch 708/7000
0s - loss: 0.0521 - r_coeff: 0.1800 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0833 - val_success_ratio: 1.0000
Epoch 709/7000
0s - loss: 0.0520 - r_coeff: 0.1802 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0830 - val_success_ratio: 1.0000
Epoch 710/7000
0s - loss: 0.0520 - r_coeff: 0.1804 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0837 - val_success_ratio: 1.0000
Epoch 711/7000
0s - loss: 0.0520 - r_coeff: 0.1806 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0833 - val_success_ratio: 1.0000
Epoch 712/7000
0s - loss: 0.0520 - r_coeff: 0.1808 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0840 - val_success_ratio: 1.0000
Epoch 713/7000
0s - loss: 0.0520 - r_coeff: 0.1810 - success_ratio: 1.0000 - val_loss: 0.0444 - val_r_coeff: 0.0837 - val_success_ratio: 1.0000
Epoch 714/7000
0s - loss: 0.0520 - r_coeff: 0.1812 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0844 - val_success_ratio: 1.0000
Epoch 715/7000
0s - loss: 0.0520 - r_coeff: 0.1814 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0841 - val_success_ratio: 1.0000
Epoch 716/7000
0s - loss: 0.0519 - r_coeff: 0.1816 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0847 - val_success_ratio: 1.0000
Epoch 717/7000
0s - loss: 0.0519 - r_coeff: 0.1818 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0844 - val_success_ratio: 1.0000
Epoch 718/7000
0s - loss: 0.0519 - r_coeff: 0.1820 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0851 - val_success_ratio: 1.0000
Epoch 719/7000
0s - loss: 0.0519 - r_coeff: 0.1822 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0848 - val_success_ratio: 1.0000
Epoch 720/7000
0s - loss: 0.0519 - r_coeff: 0.1824 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0855 - val_success_ratio: 1.0000
Epoch 721/7000
0s - loss: 0.0519 - r_coeff: 0.1826 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0852 - val_success_ratio: 1.0000
Epoch 722/7000
0s - loss: 0.0519 - r_coeff: 0.1828 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0858 - val_success_ratio: 1.0000
Epoch 723/7000
0s - loss: 0.0519 - r_coeff: 0.1830 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0855 - val_success_ratio: 1.0000
Epoch 724/7000
0s - loss: 0.0518 - r_coeff: 0.1832 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0862 - val_success_ratio: 1.0000
Epoch 725/7000
0s - loss: 0.0518 - r_coeff: 0.1833 - success_ratio: 1.0000 - val_loss: 0.0443 - val_r_coeff: 0.0859 - val_success_ratio: 1.0000
Epoch 726/7000
0s - loss: 0.0518 - r_coeff: 0.1835 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0865 - val_success_ratio: 1.0000
Epoch 727/7000
0s - loss: 0.0518 - r_coeff: 0.1837 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0863 - val_success_ratio: 1.0000
Epoch 728/7000
0s - loss: 0.0518 - r_coeff: 0.1839 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0869 - val_success_ratio: 1.0000
Epoch 729/7000
0s - loss: 0.0518 - r_coeff: 0.1841 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0866 - val_success_ratio: 1.0000
Epoch 730/7000
0s - loss: 0.0518 - r_coeff: 0.1843 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0872 - val_success_ratio: 1.0000
Epoch 731/7000
0s - loss: 0.0518 - r_coeff: 0.1845 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0870 - val_success_ratio: 1.0000
Epoch 732/7000
0s - loss: 0.0518 - r_coeff: 0.1847 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0876 - val_success_ratio: 1.0000
Epoch 733/7000
0s - loss: 0.0517 - r_coeff: 0.1849 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0873 - val_success_ratio: 1.0000
Epoch 734/7000
0s - loss: 0.0517 - r_coeff: 0.1851 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0879 - val_success_ratio: 1.0000
Epoch 735/7000
0s - loss: 0.0517 - r_coeff: 0.1853 - success_ratio: 1.0000 - val_loss: 0.0442 - val_r_coeff: 0.0877 - val_success_ratio: 1.0000
Epoch 736/7000
0s - loss: 0.0517 - r_coeff: 0.1855 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0883 - val_success_ratio: 1.0000
Epoch 737/7000
0s - loss: 0.0517 - r_coeff: 0.1857 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0880 - val_success_ratio: 1.0000
Epoch 738/7000
0s - loss: 0.0517 - r_coeff: 0.1858 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0886 - val_success_ratio: 1.0000
Epoch 739/7000
0s - loss: 0.0517 - r_coeff: 0.1860 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0884 - val_success_ratio: 1.0000
Epoch 740/7000
0s - loss: 0.0517 - r_coeff: 0.1862 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0890 - val_success_ratio: 1.0000
Epoch 741/7000
0s - loss: 0.0516 - r_coeff: 0.1864 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0887 - val_success_ratio: 1.0000
Epoch 742/7000
0s - loss: 0.0516 - r_coeff: 0.1866 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0893 - val_success_ratio: 1.0000
Epoch 743/7000
0s - loss: 0.0516 - r_coeff: 0.1868 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0891 - val_success_ratio: 1.0000
Epoch 744/7000
0s - loss: 0.0516 - r_coeff: 0.1870 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0897 - val_success_ratio: 1.0000
Epoch 745/7000
0s - loss: 0.0516 - r_coeff: 0.1872 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0894 - val_success_ratio: 1.0000
Epoch 746/7000
0s - loss: 0.0516 - r_coeff: 0.1874 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0900 - val_success_ratio: 1.0000
Epoch 747/7000
0s - loss: 0.0516 - r_coeff: 0.1875 - success_ratio: 1.0000 - val_loss: 0.0441 - val_r_coeff: 0.0897 - val_success_ratio: 1.0000
Epoch 748/7000
0s - loss: 0.0516 - r_coeff: 0.1877 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0903 - val_success_ratio: 1.0000
Epoch 749/7000
0s - loss: 0.0515 - r_coeff: 0.1879 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0901 - val_success_ratio: 1.0000
Epoch 750/7000
0s - loss: 0.0515 - r_coeff: 0.1881 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0907 - val_success_ratio: 1.0000
Epoch 751/7000
0s - loss: 0.0515 - r_coeff: 0.1883 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0904 - val_success_ratio: 1.0000
Epoch 752/7000
0s - loss: 0.0515 - r_coeff: 0.1885 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0910 - val_success_ratio: 1.0000
Epoch 753/7000
0s - loss: 0.0515 - r_coeff: 0.1887 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0908 - val_success_ratio: 1.0000
Epoch 754/7000
0s - loss: 0.0515 - r_coeff: 0.1888 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0914 - val_success_ratio: 1.0000
Epoch 755/7000
0s - loss: 0.0515 - r_coeff: 0.1890 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0911 - val_success_ratio: 1.0000
Epoch 756/7000
0s - loss: 0.0515 - r_coeff: 0.1892 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0917 - val_success_ratio: 1.0000
Epoch 757/7000
0s - loss: 0.0515 - r_coeff: 0.1894 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0914 - val_success_ratio: 1.0000
Epoch 758/7000
0s - loss: 0.0514 - r_coeff: 0.1896 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0920 - val_success_ratio: 1.0000
Epoch 759/7000
0s - loss: 0.0514 - r_coeff: 0.1897 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0918 - val_success_ratio: 1.0000
Epoch 760/7000
0s - loss: 0.0514 - r_coeff: 0.1899 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0924 - val_success_ratio: 1.0000
Epoch 761/7000
0s - loss: 0.0514 - r_coeff: 0.1901 - success_ratio: 1.0000 - val_loss: 0.0440 - val_r_coeff: 0.0921 - val_success_ratio: 1.0000
Epoch 762/7000
0s - loss: 0.0514 - r_coeff: 0.1903 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0927 - val_success_ratio: 1.0000
Epoch 763/7000
0s - loss: 0.0514 - r_coeff: 0.1905 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0925 - val_success_ratio: 1.0000
Epoch 764/7000
0s - loss: 0.0514 - r_coeff: 0.1907 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0930 - val_success_ratio: 1.0000
Epoch 765/7000
0s - loss: 0.0514 - r_coeff: 0.1908 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0928 - val_success_ratio: 1.0000
Epoch 766/7000
0s - loss: 0.0514 - r_coeff: 0.1910 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0933 - val_success_ratio: 1.0000
Epoch 767/7000
0s - loss: 0.0513 - r_coeff: 0.1912 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0931 - val_success_ratio: 1.0000
Epoch 768/7000
0s - loss: 0.0513 - r_coeff: 0.1914 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0937 - val_success_ratio: 1.0000
Epoch 769/7000
0s - loss: 0.0513 - r_coeff: 0.1915 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0935 - val_success_ratio: 1.0000
Epoch 770/7000
0s - loss: 0.0513 - r_coeff: 0.1917 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0940 - val_success_ratio: 1.0000
Epoch 771/7000
0s - loss: 0.0513 - r_coeff: 0.1919 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0938 - val_success_ratio: 1.0000
Epoch 772/7000
0s - loss: 0.0513 - r_coeff: 0.1921 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0943 - val_success_ratio: 1.0000
Epoch 773/7000
0s - loss: 0.0513 - r_coeff: 0.1923 - success_ratio: 1.0000 - val_loss: 0.0439 - val_r_coeff: 0.0941 - val_success_ratio: 1.0000
Epoch 774/7000
0s - loss: 0.0513 - r_coeff: 0.1924 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0947 - val_success_ratio: 1.0000
Epoch 775/7000
0s - loss: 0.0512 - r_coeff: 0.1926 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0945 - val_success_ratio: 1.0000
Epoch 776/7000
0s - loss: 0.0512 - r_coeff: 0.1928 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0950 - val_success_ratio: 1.0000
Epoch 777/7000
0s - loss: 0.0512 - r_coeff: 0.1930 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0948 - val_success_ratio: 1.0000
Epoch 778/7000
0s - loss: 0.0512 - r_coeff: 0.1931 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0953 - val_success_ratio: 1.0000
Epoch 779/7000
0s - loss: 0.0512 - r_coeff: 0.1933 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0951 - val_success_ratio: 1.0000
Epoch 780/7000
0s - loss: 0.0512 - r_coeff: 0.1935 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0957 - val_success_ratio: 1.0000
Epoch 781/7000
0s - loss: 0.0512 - r_coeff: 0.1937 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0955 - val_success_ratio: 1.0000
Epoch 782/7000
0s - loss: 0.0512 - r_coeff: 0.1938 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0960 - val_success_ratio: 1.0000
Epoch 783/7000
0s - loss: 0.0512 - r_coeff: 0.1940 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0958 - val_success_ratio: 1.0000
Epoch 784/7000
0s - loss: 0.0511 - r_coeff: 0.1942 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0964 - val_success_ratio: 1.0000
Epoch 785/7000
0s - loss: 0.0511 - r_coeff: 0.1944 - success_ratio: 1.0000 - val_loss: 0.0438 - val_r_coeff: 0.0962 - val_success_ratio: 1.0000
Epoch 786/7000
0s - loss: 0.0511 - r_coeff: 0.1945 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0967 - val_success_ratio: 1.0000
Epoch 787/7000
0s - loss: 0.0511 - r_coeff: 0.1947 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0965 - val_success_ratio: 1.0000
Epoch 788/7000
0s - loss: 0.0511 - r_coeff: 0.1949 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0971 - val_success_ratio: 1.0000
Epoch 789/7000
0s - loss: 0.0511 - r_coeff: 0.1950 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0969 - val_success_ratio: 1.0000
Epoch 790/7000
0s - loss: 0.0511 - r_coeff: 0.1952 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0974 - val_success_ratio: 1.0000
Epoch 791/7000
0s - loss: 0.0511 - r_coeff: 0.1954 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0972 - val_success_ratio: 1.0000
Epoch 792/7000
0s - loss: 0.0511 - r_coeff: 0.1956 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0978 - val_success_ratio: 1.0000
Epoch 793/7000
0s - loss: 0.0511 - r_coeff: 0.1957 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0976 - val_success_ratio: 1.0000
Epoch 794/7000
0s - loss: 0.0510 - r_coeff: 0.1959 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0981 - val_success_ratio: 1.0000
Epoch 795/7000
0s - loss: 0.0510 - r_coeff: 0.1961 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0979 - val_success_ratio: 1.0000
Epoch 796/7000
0s - loss: 0.0510 - r_coeff: 0.1962 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0985 - val_success_ratio: 1.0000
Epoch 797/7000
0s - loss: 0.0510 - r_coeff: 0.1964 - success_ratio: 1.0000 - val_loss: 0.0437 - val_r_coeff: 0.0983 - val_success_ratio: 1.0000
Epoch 798/7000
0s - loss: 0.0510 - r_coeff: 0.1966 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0988 - val_success_ratio: 1.0000
Epoch 799/7000
0s - loss: 0.0510 - r_coeff: 0.1968 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0986 - val_success_ratio: 1.0000
Epoch 800/7000
0s - loss: 0.0510 - r_coeff: 0.1969 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0992 - val_success_ratio: 1.0000
Epoch 801/7000
0s - loss: 0.0510 - r_coeff: 0.1971 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0990 - val_success_ratio: 1.0000
Epoch 802/7000
0s - loss: 0.0510 - r_coeff: 0.1973 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0995 - val_success_ratio: 1.0000
Epoch 803/7000
0s - loss: 0.0509 - r_coeff: 0.1974 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0994 - val_success_ratio: 1.0000
Epoch 804/7000
0s - loss: 0.0509 - r_coeff: 0.1976 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0999 - val_success_ratio: 1.0000
Epoch 805/7000
0s - loss: 0.0509 - r_coeff: 0.1978 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.0997 - val_success_ratio: 1.0000
Epoch 806/7000
0s - loss: 0.0509 - r_coeff: 0.1979 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.1002 - val_success_ratio: 1.0000
Epoch 807/7000
0s - loss: 0.0509 - r_coeff: 0.1981 - success_ratio: 1.0000 - val_loss: 0.0436 - val_r_coeff: 0.1001 - val_success_ratio: 1.0000
Epoch 808/7000
0s - loss: 0.0509 - r_coeff: 0.1983 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1006 - val_success_ratio: 1.0000
Epoch 809/7000
0s - loss: 0.0509 - r_coeff: 0.1984 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1004 - val_success_ratio: 1.0000
Epoch 810/7000
0s - loss: 0.0509 - r_coeff: 0.1986 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1009 - val_success_ratio: 1.0000
Epoch 811/7000
0s - loss: 0.0509 - r_coeff: 0.1988 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1008 - val_success_ratio: 1.0000
Epoch 812/7000
0s - loss: 0.0508 - r_coeff: 0.1989 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1013 - val_success_ratio: 1.0000
Epoch 813/7000
0s - loss: 0.0508 - r_coeff: 0.1991 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1011 - val_success_ratio: 1.0000
Epoch 814/7000
0s - loss: 0.0508 - r_coeff: 0.1993 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1016 - val_success_ratio: 1.0000
Epoch 815/7000
0s - loss: 0.0508 - r_coeff: 0.1994 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1015 - val_success_ratio: 1.0000
Epoch 816/7000
0s - loss: 0.0508 - r_coeff: 0.1996 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1020 - val_success_ratio: 1.0000
Epoch 817/7000
0s - loss: 0.0508 - r_coeff: 0.1998 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1018 - val_success_ratio: 1.0000
Epoch 818/7000
0s - loss: 0.0508 - r_coeff: 0.1999 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1023 - val_success_ratio: 1.0000
Epoch 819/7000
0s - loss: 0.0508 - r_coeff: 0.2001 - success_ratio: 1.0000 - val_loss: 0.0435 - val_r_coeff: 0.1022 - val_success_ratio: 1.0000
Epoch 820/7000
0s - loss: 0.0508 - r_coeff: 0.2003 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1027 - val_success_ratio: 1.0000
Epoch 821/7000
0s - loss: 0.0508 - r_coeff: 0.2004 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1025 - val_success_ratio: 1.0000
Epoch 822/7000
0s - loss: 0.0507 - r_coeff: 0.2006 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1030 - val_success_ratio: 1.0000
Epoch 823/7000
0s - loss: 0.0507 - r_coeff: 0.2008 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1029 - val_success_ratio: 1.0000
Epoch 824/7000
0s - loss: 0.0507 - r_coeff: 0.2009 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1034 - val_success_ratio: 1.0000
Epoch 825/7000
0s - loss: 0.0507 - r_coeff: 0.2011 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1032 - val_success_ratio: 1.0000
Epoch 826/7000
0s - loss: 0.0507 - r_coeff: 0.2012 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1038 - val_success_ratio: 1.0000
Epoch 827/7000
0s - loss: 0.0507 - r_coeff: 0.2014 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1036 - val_success_ratio: 1.0000
Epoch 828/7000
0s - loss: 0.0507 - r_coeff: 0.2016 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1041 - val_success_ratio: 1.0000
Epoch 829/7000
0s - loss: 0.0507 - r_coeff: 0.2017 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1039 - val_success_ratio: 1.0000
Epoch 830/7000
0s - loss: 0.0507 - r_coeff: 0.2019 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1045 - val_success_ratio: 1.0000
Epoch 831/7000
0s - loss: 0.0506 - r_coeff: 0.2021 - success_ratio: 1.0000 - val_loss: 0.0434 - val_r_coeff: 0.1043 - val_success_ratio: 1.0000
Epoch 832/7000
0s - loss: 0.0506 - r_coeff: 0.2022 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1048 - val_success_ratio: 1.0000
Epoch 833/7000
0s - loss: 0.0506 - r_coeff: 0.2024 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1046 - val_success_ratio: 1.0000
Epoch 834/7000
0s - loss: 0.0506 - r_coeff: 0.2025 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1052 - val_success_ratio: 1.0000
Epoch 835/7000
0s - loss: 0.0506 - r_coeff: 0.2027 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1050 - val_success_ratio: 1.0000
Epoch 836/7000
0s - loss: 0.0506 - r_coeff: 0.2029 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1055 - val_success_ratio: 1.0000
Epoch 837/7000
0s - loss: 0.0506 - r_coeff: 0.2030 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1053 - val_success_ratio: 1.0000
Epoch 838/7000
0s - loss: 0.0506 - r_coeff: 0.2032 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1059 - val_success_ratio: 1.0000
Epoch 839/7000
0s - loss: 0.0506 - r_coeff: 0.2033 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1057 - val_success_ratio: 1.0000
Epoch 840/7000
0s - loss: 0.0506 - r_coeff: 0.2035 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1062 - val_success_ratio: 1.0000
Epoch 841/7000
0s - loss: 0.0505 - r_coeff: 0.2037 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1060 - val_success_ratio: 1.0000
Epoch 842/7000
0s - loss: 0.0505 - r_coeff: 0.2038 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1066 - val_success_ratio: 1.0000
Epoch 843/7000
0s - loss: 0.0505 - r_coeff: 0.2040 - success_ratio: 1.0000 - val_loss: 0.0433 - val_r_coeff: 0.1064 - val_success_ratio: 1.0000
Epoch 844/7000
0s - loss: 0.0505 - r_coeff: 0.2041 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1069 - val_success_ratio: 1.0000
Epoch 845/7000
0s - loss: 0.0505 - r_coeff: 0.2043 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1068 - val_success_ratio: 1.0000
Epoch 846/7000
0s - loss: 0.0505 - r_coeff: 0.2045 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1073 - val_success_ratio: 1.0000
Epoch 847/7000
0s - loss: 0.0505 - r_coeff: 0.2046 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1071 - val_success_ratio: 1.0000
Epoch 848/7000
0s - loss: 0.0505 - r_coeff: 0.2048 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1076 - val_success_ratio: 1.0000
Epoch 849/7000
0s - loss: 0.0505 - r_coeff: 0.2049 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1075 - val_success_ratio: 1.0000
Epoch 850/7000
0s - loss: 0.0505 - r_coeff: 0.2051 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1080 - val_success_ratio: 1.0000
Epoch 851/7000
0s - loss: 0.0504 - r_coeff: 0.2052 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1078 - val_success_ratio: 1.0000
Epoch 852/7000
0s - loss: 0.0504 - r_coeff: 0.2054 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1083 - val_success_ratio: 1.0000
Epoch 853/7000
0s - loss: 0.0504 - r_coeff: 0.2056 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1082 - val_success_ratio: 1.0000
Epoch 854/7000
0s - loss: 0.0504 - r_coeff: 0.2057 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1087 - val_success_ratio: 1.0000
Epoch 855/7000
0s - loss: 0.0504 - r_coeff: 0.2059 - success_ratio: 1.0000 - val_loss: 0.0432 - val_r_coeff: 0.1085 - val_success_ratio: 1.0000
Epoch 856/7000
0s - loss: 0.0504 - r_coeff: 0.2060 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1090 - val_success_ratio: 1.0000
Epoch 857/7000
0s - loss: 0.0504 - r_coeff: 0.2062 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1088 - val_success_ratio: 1.0000
Epoch 858/7000
0s - loss: 0.0504 - r_coeff: 0.2063 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1093 - val_success_ratio: 1.0000
Epoch 859/7000
0s - loss: 0.0504 - r_coeff: 0.2065 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1092 - val_success_ratio: 1.0000
Epoch 860/7000
0s - loss: 0.0504 - r_coeff: 0.2066 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1097 - val_success_ratio: 1.0000
Epoch 861/7000
0s - loss: 0.0503 - r_coeff: 0.2068 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1095 - val_success_ratio: 1.0000
Epoch 862/7000
0s - loss: 0.0503 - r_coeff: 0.2070 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1100 - val_success_ratio: 1.0000
Epoch 863/7000
0s - loss: 0.0503 - r_coeff: 0.2071 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1099 - val_success_ratio: 1.0000
Epoch 864/7000
0s - loss: 0.0503 - r_coeff: 0.2073 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1104 - val_success_ratio: 1.0000
Epoch 865/7000
0s - loss: 0.0503 - r_coeff: 0.2074 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1102 - val_success_ratio: 1.0000
Epoch 866/7000
0s - loss: 0.0503 - r_coeff: 0.2076 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1107 - val_success_ratio: 1.0000
Epoch 867/7000
0s - loss: 0.0503 - r_coeff: 0.2077 - success_ratio: 1.0000 - val_loss: 0.0431 - val_r_coeff: 0.1106 - val_success_ratio: 1.0000
Epoch 868/7000
0s - loss: 0.0503 - r_coeff: 0.2079 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1110 - val_success_ratio: 1.0000
Epoch 869/7000
0s - loss: 0.0503 - r_coeff: 0.2080 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1109 - val_success_ratio: 1.0000
Epoch 870/7000
0s - loss: 0.0503 - r_coeff: 0.2082 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1114 - val_success_ratio: 1.0000
Epoch 871/7000
0s - loss: 0.0503 - r_coeff: 0.2083 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1112 - val_success_ratio: 1.0000
Epoch 872/7000
0s - loss: 0.0502 - r_coeff: 0.2085 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1117 - val_success_ratio: 1.0000
Epoch 873/7000
0s - loss: 0.0502 - r_coeff: 0.2086 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1116 - val_success_ratio: 1.0000
Epoch 874/7000
0s - loss: 0.0502 - r_coeff: 0.2088 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1120 - val_success_ratio: 1.0000
Epoch 875/7000
0s - loss: 0.0502 - r_coeff: 0.2089 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1119 - val_success_ratio: 1.0000
Epoch 876/7000
0s - loss: 0.0502 - r_coeff: 0.2091 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1124 - val_success_ratio: 1.0000
Epoch 877/7000
0s - loss: 0.0502 - r_coeff: 0.2092 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1122 - val_success_ratio: 1.0000
Epoch 878/7000
0s - loss: 0.0502 - r_coeff: 0.2094 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1127 - val_success_ratio: 1.0000
Epoch 879/7000
0s - loss: 0.0502 - r_coeff: 0.2095 - success_ratio: 1.0000 - val_loss: 0.0430 - val_r_coeff: 0.1126 - val_success_ratio: 1.0000
Epoch 880/7000
0s - loss: 0.0502 - r_coeff: 0.2097 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1130 - val_success_ratio: 1.0000
Epoch 881/7000
0s - loss: 0.0502 - r_coeff: 0.2098 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1129 - val_success_ratio: 1.0000
Epoch 882/7000
0s - loss: 0.0501 - r_coeff: 0.2100 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1133 - val_success_ratio: 1.0000
Epoch 883/7000
0s - loss: 0.0501 - r_coeff: 0.2101 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1132 - val_success_ratio: 1.0000
Epoch 884/7000
0s - loss: 0.0501 - r_coeff: 0.2103 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1137 - val_success_ratio: 1.0000
Epoch 885/7000
0s - loss: 0.0501 - r_coeff: 0.2104 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1136 - val_success_ratio: 1.0000
Epoch 886/7000
0s - loss: 0.0501 - r_coeff: 0.2106 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1140 - val_success_ratio: 1.0000
Epoch 887/7000
0s - loss: 0.0501 - r_coeff: 0.2107 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1139 - val_success_ratio: 1.0000
Epoch 888/7000
0s - loss: 0.0501 - r_coeff: 0.2109 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1143 - val_success_ratio: 1.0000
Epoch 889/7000
0s - loss: 0.0501 - r_coeff: 0.2110 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1142 - val_success_ratio: 1.0000
Epoch 890/7000
0s - loss: 0.0501 - r_coeff: 0.2112 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1146 - val_success_ratio: 1.0000
Epoch 891/7000
0s - loss: 0.0501 - r_coeff: 0.2113 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1145 - val_success_ratio: 1.0000
Epoch 892/7000
0s - loss: 0.0501 - r_coeff: 0.2115 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1149 - val_success_ratio: 1.0000
Epoch 893/7000
0s - loss: 0.0500 - r_coeff: 0.2116 - success_ratio: 1.0000 - val_loss: 0.0429 - val_r_coeff: 0.1148 - val_success_ratio: 1.0000
Epoch 894/7000
0s - loss: 0.0500 - r_coeff: 0.2118 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1153 - val_success_ratio: 1.0000
Epoch 895/7000
0s - loss: 0.0500 - r_coeff: 0.2119 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1152 - val_success_ratio: 1.0000
Epoch 896/7000
0s - loss: 0.0500 - r_coeff: 0.2121 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1156 - val_success_ratio: 1.0000
Epoch 897/7000
0s - loss: 0.0500 - r_coeff: 0.2122 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1155 - val_success_ratio: 1.0000
Epoch 898/7000
0s - loss: 0.0500 - r_coeff: 0.2124 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1159 - val_success_ratio: 1.0000
Epoch 899/7000
0s - loss: 0.0500 - r_coeff: 0.2125 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1158 - val_success_ratio: 1.0000
Epoch 900/7000
0s - loss: 0.0500 - r_coeff: 0.2126 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1162 - val_success_ratio: 1.0000
Epoch 901/7000
0s - loss: 0.0500 - r_coeff: 0.2128 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1161 - val_success_ratio: 1.0000
Epoch 902/7000
0s - loss: 0.0500 - r_coeff: 0.2129 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1165 - val_success_ratio: 1.0000
Epoch 903/7000
0s - loss: 0.0499 - r_coeff: 0.2131 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1164 - val_success_ratio: 1.0000
Epoch 904/7000
0s - loss: 0.0499 - r_coeff: 0.2132 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1168 - val_success_ratio: 1.0000
Epoch 905/7000
0s - loss: 0.0499 - r_coeff: 0.2134 - success_ratio: 1.0000 - val_loss: 0.0428 - val_r_coeff: 0.1167 - val_success_ratio: 1.0000
Epoch 906/7000
0s - loss: 0.0499 - r_coeff: 0.2135 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1171 - val_success_ratio: 1.0000
Epoch 907/7000
0s - loss: 0.0499 - r_coeff: 0.2137 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1170 - val_success_ratio: 1.0000
Epoch 908/7000
0s - loss: 0.0499 - r_coeff: 0.2138 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1174 - val_success_ratio: 1.0000
Epoch 909/7000
0s - loss: 0.0499 - r_coeff: 0.2139 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1173 - val_success_ratio: 1.0000
Epoch 910/7000
0s - loss: 0.0499 - r_coeff: 0.2141 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1177 - val_success_ratio: 1.0000
Epoch 911/7000
0s - loss: 0.0499 - r_coeff: 0.2142 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1176 - val_success_ratio: 1.0000
Epoch 912/7000
0s - loss: 0.0499 - r_coeff: 0.2144 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1180 - val_success_ratio: 1.0000
Epoch 913/7000
0s - loss: 0.0499 - r_coeff: 0.2145 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1179 - val_success_ratio: 1.0000
Epoch 914/7000
0s - loss: 0.0498 - r_coeff: 0.2147 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1184 - val_success_ratio: 1.0000
Epoch 915/7000
0s - loss: 0.0498 - r_coeff: 0.2148 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1182 - val_success_ratio: 1.0000
Epoch 916/7000
0s - loss: 0.0498 - r_coeff: 0.2149 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1187 - val_success_ratio: 1.0000
Epoch 917/7000
0s - loss: 0.0498 - r_coeff: 0.2151 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1185 - val_success_ratio: 1.0000
Epoch 918/7000
0s - loss: 0.0498 - r_coeff: 0.2152 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1190 - val_success_ratio: 1.0000
Epoch 919/7000
0s - loss: 0.0498 - r_coeff: 0.2154 - success_ratio: 1.0000 - val_loss: 0.0427 - val_r_coeff: 0.1188 - val_success_ratio: 1.0000
Epoch 920/7000
0s - loss: 0.0498 - r_coeff: 0.2155 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1192 - val_success_ratio: 1.0000
Epoch 921/7000
0s - loss: 0.0498 - r_coeff: 0.2157 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1191 - val_success_ratio: 1.0000
Epoch 922/7000
0s - loss: 0.0498 - r_coeff: 0.2158 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1195 - val_success_ratio: 1.0000
Epoch 923/7000
0s - loss: 0.0498 - r_coeff: 0.2159 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1194 - val_success_ratio: 1.0000
Epoch 924/7000
0s - loss: 0.0498 - r_coeff: 0.2161 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1198 - val_success_ratio: 1.0000
Epoch 925/7000
0s - loss: 0.0498 - r_coeff: 0.2162 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1197 - val_success_ratio: 1.0000
Epoch 926/7000
0s - loss: 0.0497 - r_coeff: 0.2164 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1201 - val_success_ratio: 1.0000
Epoch 927/7000
0s - loss: 0.0497 - r_coeff: 0.2165 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1200 - val_success_ratio: 1.0000
Epoch 928/7000
0s - loss: 0.0497 - r_coeff: 0.2166 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1204 - val_success_ratio: 1.0000
Epoch 929/7000
0s - loss: 0.0497 - r_coeff: 0.2168 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1202 - val_success_ratio: 1.0000
Epoch 930/7000
0s - loss: 0.0497 - r_coeff: 0.2169 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1207 - val_success_ratio: 1.0000
Epoch 931/7000
0s - loss: 0.0497 - r_coeff: 0.2171 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1205 - val_success_ratio: 1.0000
Epoch 932/7000
0s - loss: 0.0497 - r_coeff: 0.2172 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1210 - val_success_ratio: 1.0000
Epoch 933/7000
0s - loss: 0.0497 - r_coeff: 0.2174 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1208 - val_success_ratio: 1.0000
Epoch 934/7000
0s - loss: 0.0497 - r_coeff: 0.2175 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1212 - val_success_ratio: 1.0000
Epoch 935/7000
0s - loss: 0.0497 - r_coeff: 0.2176 - success_ratio: 1.0000 - val_loss: 0.0426 - val_r_coeff: 0.1210 - val_success_ratio: 1.0000
Epoch 936/7000
0s - loss: 0.0497 - r_coeff: 0.2178 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1215 - val_success_ratio: 1.0000
Epoch 937/7000
0s - loss: 0.0496 - r_coeff: 0.2179 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1213 - val_success_ratio: 1.0000
Epoch 938/7000
0s - loss: 0.0496 - r_coeff: 0.2181 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1218 - val_success_ratio: 1.0000
Epoch 939/7000
0s - loss: 0.0496 - r_coeff: 0.2182 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1216 - val_success_ratio: 1.0000
Epoch 940/7000
0s - loss: 0.0496 - r_coeff: 0.2183 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1220 - val_success_ratio: 1.0000
Epoch 941/7000
0s - loss: 0.0496 - r_coeff: 0.2185 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1218 - val_success_ratio: 1.0000
Epoch 942/7000
0s - loss: 0.0496 - r_coeff: 0.2186 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1223 - val_success_ratio: 1.0000
Epoch 943/7000
0s - loss: 0.0496 - r_coeff: 0.2188 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1221 - val_success_ratio: 1.0000
Epoch 944/7000
0s - loss: 0.0496 - r_coeff: 0.2189 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1226 - val_success_ratio: 1.0000
Epoch 945/7000
0s - loss: 0.0496 - r_coeff: 0.2190 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1224 - val_success_ratio: 1.0000
Epoch 946/7000
0s - loss: 0.0496 - r_coeff: 0.2192 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1228 - val_success_ratio: 1.0000
Epoch 947/7000
0s - loss: 0.0496 - r_coeff: 0.2193 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1226 - val_success_ratio: 1.0000
Epoch 948/7000
0s - loss: 0.0495 - r_coeff: 0.2195 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1231 - val_success_ratio: 1.0000
Epoch 949/7000
0s - loss: 0.0495 - r_coeff: 0.2196 - success_ratio: 1.0000 - val_loss: 0.0425 - val_r_coeff: 0.1229 - val_success_ratio: 1.0000
Epoch 950/7000
0s - loss: 0.0495 - r_coeff: 0.2197 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1234 - val_success_ratio: 1.0000
Epoch 951/7000
0s - loss: 0.0495 - r_coeff: 0.2199 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1231 - val_success_ratio: 1.0000
Epoch 952/7000
0s - loss: 0.0495 - r_coeff: 0.2200 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1236 - val_success_ratio: 1.0000
Epoch 953/7000
0s - loss: 0.0495 - r_coeff: 0.2202 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1234 - val_success_ratio: 1.0000
Epoch 954/7000
0s - loss: 0.0495 - r_coeff: 0.2203 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1239 - val_success_ratio: 1.0000
Epoch 955/7000
0s - loss: 0.0495 - r_coeff: 0.2204 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1236 - val_success_ratio: 1.0000
Epoch 956/7000
0s - loss: 0.0495 - r_coeff: 0.2206 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1241 - val_success_ratio: 1.0000
Epoch 957/7000
0s - loss: 0.0495 - r_coeff: 0.2207 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1239 - val_success_ratio: 1.0000
Epoch 958/7000
0s - loss: 0.0495 - r_coeff: 0.2208 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1244 - val_success_ratio: 1.0000
Epoch 959/7000
0s - loss: 0.0494 - r_coeff: 0.2210 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1242 - val_success_ratio: 1.0000
Epoch 960/7000
0s - loss: 0.0494 - r_coeff: 0.2211 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1247 - val_success_ratio: 1.0000
Epoch 961/7000
0s - loss: 0.0494 - r_coeff: 0.2213 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1244 - val_success_ratio: 1.0000
Epoch 962/7000
0s - loss: 0.0494 - r_coeff: 0.2214 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1249 - val_success_ratio: 1.0000
Epoch 963/7000
0s - loss: 0.0494 - r_coeff: 0.2215 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1247 - val_success_ratio: 1.0000
Epoch 964/7000
0s - loss: 0.0494 - r_coeff: 0.2217 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1252 - val_success_ratio: 1.0000
Epoch 965/7000
0s - loss: 0.0494 - r_coeff: 0.2218 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1249 - val_success_ratio: 1.0000
Epoch 966/7000
0s - loss: 0.0494 - r_coeff: 0.2220 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1254 - val_success_ratio: 1.0000
Epoch 967/7000
0s - loss: 0.0494 - r_coeff: 0.2221 - success_ratio: 1.0000 - val_loss: 0.0424 - val_r_coeff: 0.1252 - val_success_ratio: 1.0000
Epoch 968/7000
0s - loss: 0.0494 - r_coeff: 0.2222 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1257 - val_success_ratio: 1.0000
Epoch 969/7000
0s - loss: 0.0494 - r_coeff: 0.2224 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1254 - val_success_ratio: 1.0000
Epoch 970/7000
0s - loss: 0.0494 - r_coeff: 0.2225 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1259 - val_success_ratio: 1.0000
Epoch 971/7000
0s - loss: 0.0493 - r_coeff: 0.2226 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1257 - val_success_ratio: 1.0000
Epoch 972/7000
0s - loss: 0.0493 - r_coeff: 0.2228 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1262 - val_success_ratio: 1.0000
Epoch 973/7000
0s - loss: 0.0493 - r_coeff: 0.2229 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1259 - val_success_ratio: 1.0000
Epoch 974/7000
0s - loss: 0.0493 - r_coeff: 0.2231 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1264 - val_success_ratio: 1.0000
Epoch 975/7000
0s - loss: 0.0493 - r_coeff: 0.2232 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1262 - val_success_ratio: 1.0000
Epoch 976/7000
0s - loss: 0.0493 - r_coeff: 0.2233 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1267 - val_success_ratio: 1.0000
Epoch 977/7000
0s - loss: 0.0493 - r_coeff: 0.2235 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1264 - val_success_ratio: 1.0000
Epoch 978/7000
0s - loss: 0.0493 - r_coeff: 0.2236 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1269 - val_success_ratio: 1.0000
Epoch 979/7000
0s - loss: 0.0493 - r_coeff: 0.2237 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1267 - val_success_ratio: 1.0000
Epoch 980/7000
0s - loss: 0.0493 - r_coeff: 0.2239 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1272 - val_success_ratio: 1.0000
Epoch 981/7000
0s - loss: 0.0493 - r_coeff: 0.2240 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1269 - val_success_ratio: 1.0000
Epoch 982/7000
0s - loss: 0.0492 - r_coeff: 0.2241 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1274 - val_success_ratio: 1.0000
Epoch 983/7000
0s - loss: 0.0492 - r_coeff: 0.2243 - success_ratio: 1.0000 - val_loss: 0.0423 - val_r_coeff: 0.1272 - val_success_ratio: 1.0000
Epoch 984/7000
0s - loss: 0.0492 - r_coeff: 0.2244 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1277 - val_success_ratio: 1.0000
Epoch 985/7000
0s - loss: 0.0492 - r_coeff: 0.2246 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1274 - val_success_ratio: 1.0000
Epoch 986/7000
0s - loss: 0.0492 - r_coeff: 0.2247 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1279 - val_success_ratio: 1.0000
Epoch 987/7000
0s - loss: 0.0492 - r_coeff: 0.2248 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1277 - val_success_ratio: 1.0000
Epoch 988/7000
0s - loss: 0.0492 - r_coeff: 0.2250 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1282 - val_success_ratio: 1.0000
Epoch 989/7000
0s - loss: 0.0492 - r_coeff: 0.2251 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1279 - val_success_ratio: 1.0000
Epoch 990/7000
0s - loss: 0.0492 - r_coeff: 0.2252 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1284 - val_success_ratio: 1.0000
Epoch 991/7000
0s - loss: 0.0492 - r_coeff: 0.2254 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1282 - val_success_ratio: 1.0000
Epoch 992/7000
0s - loss: 0.0492 - r_coeff: 0.2255 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1286 - val_success_ratio: 1.0000
Epoch 993/7000
0s - loss: 0.0492 - r_coeff: 0.2256 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1284 - val_success_ratio: 1.0000
Epoch 994/7000
0s - loss: 0.0491 - r_coeff: 0.2258 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1289 - val_success_ratio: 1.0000
Epoch 995/7000
0s - loss: 0.0491 - r_coeff: 0.2259 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1287 - val_success_ratio: 1.0000
Epoch 996/7000
0s - loss: 0.0491 - r_coeff: 0.2261 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1291 - val_success_ratio: 1.0000
Epoch 997/7000
0s - loss: 0.0491 - r_coeff: 0.2262 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1289 - val_success_ratio: 1.0000
Epoch 998/7000
0s - loss: 0.0491 - r_coeff: 0.2263 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1294 - val_success_ratio: 1.0000
Epoch 999/7000
0s - loss: 0.0491 - r_coeff: 0.2265 - success_ratio: 1.0000 - val_loss: 0.0422 - val_r_coeff: 0.1292 - val_success_ratio: 1.0000
Epoch 1000/7000
0s - loss: 0.0491 - r_coeff: 0.2266 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1296 - val_success_ratio: 1.0000
Epoch 1001/7000
0s - loss: 0.0491 - r_coeff: 0.2267 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1294 - val_success_ratio: 1.0000
Epoch 1002/7000
0s - loss: 0.0491 - r_coeff: 0.2269 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1299 - val_success_ratio: 1.0000
Epoch 1003/7000
0s - loss: 0.0491 - r_coeff: 0.2270 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1296 - val_success_ratio: 1.0000
Epoch 1004/7000
0s - loss: 0.0491 - r_coeff: 0.2271 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1301 - val_success_ratio: 1.0000
Epoch 1005/7000
0s - loss: 0.0490 - r_coeff: 0.2273 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1299 - val_success_ratio: 1.0000
Epoch 1006/7000
0s - loss: 0.0490 - r_coeff: 0.2274 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1304 - val_success_ratio: 1.0000
Epoch 1007/7000
0s - loss: 0.0490 - r_coeff: 0.2275 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1301 - val_success_ratio: 1.0000
Epoch 1008/7000
0s - loss: 0.0490 - r_coeff: 0.2277 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1306 - val_success_ratio: 1.0000
Epoch 1009/7000
0s - loss: 0.0490 - r_coeff: 0.2278 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1304 - val_success_ratio: 1.0000
Epoch 1010/7000
0s - loss: 0.0490 - r_coeff: 0.2279 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1309 - val_success_ratio: 1.0000
Epoch 1011/7000
0s - loss: 0.0490 - r_coeff: 0.2281 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1306 - val_success_ratio: 1.0000
Epoch 1012/7000
0s - loss: 0.0490 - r_coeff: 0.2282 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1311 - val_success_ratio: 1.0000
Epoch 1013/7000
0s - loss: 0.0490 - r_coeff: 0.2283 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1309 - val_success_ratio: 1.0000
Epoch 1014/7000
0s - loss: 0.0490 - r_coeff: 0.2285 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1313 - val_success_ratio: 1.0000
Epoch 1015/7000
0s - loss: 0.0490 - r_coeff: 0.2286 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1311 - val_success_ratio: 1.0000
Epoch 1016/7000
0s - loss: 0.0490 - r_coeff: 0.2287 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1316 - val_success_ratio: 1.0000
Epoch 1017/7000
0s - loss: 0.0489 - r_coeff: 0.2289 - success_ratio: 1.0000 - val_loss: 0.0421 - val_r_coeff: 0.1314 - val_success_ratio: 1.0000
Epoch 1018/7000
0s - loss: 0.0489 - r_coeff: 0.2290 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1318 - val_success_ratio: 1.0000
Epoch 1019/7000
0s - loss: 0.0489 - r_coeff: 0.2291 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1316 - val_success_ratio: 1.0000
Epoch 1020/7000
0s - loss: 0.0489 - r_coeff: 0.2293 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1321 - val_success_ratio: 1.0000
Epoch 1021/7000
0s - loss: 0.0489 - r_coeff: 0.2294 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1318 - val_success_ratio: 1.0000
Epoch 1022/7000
0s - loss: 0.0489 - r_coeff: 0.2295 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1323 - val_success_ratio: 1.0000
Epoch 1023/7000
0s - loss: 0.0489 - r_coeff: 0.2297 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1321 - val_success_ratio: 1.0000
Epoch 1024/7000
0s - loss: 0.0489 - r_coeff: 0.2298 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1326 - val_success_ratio: 1.0000
Epoch 1025/7000
0s - loss: 0.0489 - r_coeff: 0.2299 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1323 - val_success_ratio: 1.0000
Epoch 1026/7000
0s - loss: 0.0489 - r_coeff: 0.2301 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1328 - val_success_ratio: 1.0000
Epoch 1027/7000
0s - loss: 0.0489 - r_coeff: 0.2302 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1326 - val_success_ratio: 1.0000
Epoch 1028/7000
0s - loss: 0.0489 - r_coeff: 0.2303 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1330 - val_success_ratio: 1.0000
Epoch 1029/7000
0s - loss: 0.0488 - r_coeff: 0.2305 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1328 - val_success_ratio: 1.0000
Epoch 1030/7000
0s - loss: 0.0488 - r_coeff: 0.2306 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1333 - val_success_ratio: 1.0000
Epoch 1031/7000
0s - loss: 0.0488 - r_coeff: 0.2307 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1330 - val_success_ratio: 1.0000
Epoch 1032/7000
0s - loss: 0.0488 - r_coeff: 0.2309 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1335 - val_success_ratio: 1.0000
Epoch 1033/7000
0s - loss: 0.0488 - r_coeff: 0.2310 - success_ratio: 1.0000 - val_loss: 0.0420 - val_r_coeff: 0.1333 - val_success_ratio: 1.0000
Epoch 1034/7000
0s - loss: 0.0488 - r_coeff: 0.2311 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1338 - val_success_ratio: 1.0000
Epoch 1035/7000
0s - loss: 0.0488 - r_coeff: 0.2313 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1335 - val_success_ratio: 1.0000
Epoch 1036/7000
0s - loss: 0.0488 - r_coeff: 0.2314 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1340 - val_success_ratio: 1.0000
Epoch 1037/7000
0s - loss: 0.0488 - r_coeff: 0.2315 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1338 - val_success_ratio: 1.0000
Epoch 1038/7000
0s - loss: 0.0488 - r_coeff: 0.2317 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1342 - val_success_ratio: 1.0000
Epoch 1039/7000
0s - loss: 0.0488 - r_coeff: 0.2318 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1340 - val_success_ratio: 1.0000
Epoch 1040/7000
0s - loss: 0.0488 - r_coeff: 0.2319 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1345 - val_success_ratio: 1.0000
Epoch 1041/7000
0s - loss: 0.0487 - r_coeff: 0.2321 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1342 - val_success_ratio: 1.0000
Epoch 1042/7000
0s - loss: 0.0487 - r_coeff: 0.2322 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1347 - val_success_ratio: 1.0000
Epoch 1043/7000
0s - loss: 0.0487 - r_coeff: 0.2323 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1345 - val_success_ratio: 1.0000
Epoch 1044/7000
0s - loss: 0.0487 - r_coeff: 0.2325 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1349 - val_success_ratio: 1.0000
Epoch 1045/7000
0s - loss: 0.0487 - r_coeff: 0.2326 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1347 - val_success_ratio: 1.0000
Epoch 1046/7000
0s - loss: 0.0487 - r_coeff: 0.2327 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1352 - val_success_ratio: 1.0000
Epoch 1047/7000
0s - loss: 0.0487 - r_coeff: 0.2328 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1349 - val_success_ratio: 1.0000
Epoch 1048/7000
0s - loss: 0.0487 - r_coeff: 0.2330 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1354 - val_success_ratio: 1.0000
Epoch 1049/7000
0s - loss: 0.0487 - r_coeff: 0.2331 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1352 - val_success_ratio: 1.0000
Epoch 1050/7000
0s - loss: 0.0487 - r_coeff: 0.2332 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1356 - val_success_ratio: 1.0000
Epoch 1051/7000
0s - loss: 0.0487 - r_coeff: 0.2334 - success_ratio: 1.0000 - val_loss: 0.0419 - val_r_coeff: 0.1354 - val_success_ratio: 1.0000
Epoch 1052/7000
0s - loss: 0.0487 - r_coeff: 0.2335 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1359 - val_success_ratio: 1.0000
Epoch 1053/7000
0s - loss: 0.0486 - r_coeff: 0.2336 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1356 - val_success_ratio: 1.0000
Epoch 1054/7000
0s - loss: 0.0486 - r_coeff: 0.2338 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1361 - val_success_ratio: 1.0000
Epoch 1055/7000
0s - loss: 0.0486 - r_coeff: 0.2339 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1359 - val_success_ratio: 1.0000
Epoch 1056/7000
0s - loss: 0.0486 - r_coeff: 0.2340 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1363 - val_success_ratio: 1.0000
Epoch 1057/7000
0s - loss: 0.0486 - r_coeff: 0.2341 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1361 - val_success_ratio: 1.0000
Epoch 1058/7000
0s - loss: 0.0486 - r_coeff: 0.2343 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1366 - val_success_ratio: 1.0000
Epoch 1059/7000
0s - loss: 0.0486 - r_coeff: 0.2344 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1363 - val_success_ratio: 1.0000
Epoch 1060/7000
0s - loss: 0.0486 - r_coeff: 0.2345 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1368 - val_success_ratio: 1.0000
Epoch 1061/7000
0s - loss: 0.0486 - r_coeff: 0.2347 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1366 - val_success_ratio: 1.0000
Epoch 1062/7000
0s - loss: 0.0486 - r_coeff: 0.2348 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1370 - val_success_ratio: 1.0000
Epoch 1063/7000
0s - loss: 0.0486 - r_coeff: 0.2349 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1368 - val_success_ratio: 1.0000
Epoch 1064/7000
0s - loss: 0.0486 - r_coeff: 0.2351 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1373 - val_success_ratio: 1.0000
Epoch 1065/7000
0s - loss: 0.0485 - r_coeff: 0.2352 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1370 - val_success_ratio: 1.0000
Epoch 1066/7000
0s - loss: 0.0485 - r_coeff: 0.2353 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1375 - val_success_ratio: 1.0000
Epoch 1067/7000
0s - loss: 0.0485 - r_coeff: 0.2354 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1372 - val_success_ratio: 1.0000
Epoch 1068/7000
0s - loss: 0.0485 - r_coeff: 0.2356 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1377 - val_success_ratio: 1.0000
Epoch 1069/7000
0s - loss: 0.0485 - r_coeff: 0.2357 - success_ratio: 1.0000 - val_loss: 0.0418 - val_r_coeff: 0.1375 - val_success_ratio: 1.0000
Epoch 1070/7000
0s - loss: 0.0485 - r_coeff: 0.2358 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1380 - val_success_ratio: 1.0000
Epoch 1071/7000
0s - loss: 0.0485 - r_coeff: 0.2359 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1377 - val_success_ratio: 1.0000
Epoch 1072/7000
0s - loss: 0.0485 - r_coeff: 0.2361 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1382 - val_success_ratio: 1.0000
Epoch 1073/7000
0s - loss: 0.0485 - r_coeff: 0.2362 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1379 - val_success_ratio: 1.0000
Epoch 1074/7000
0s - loss: 0.0485 - r_coeff: 0.2363 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1384 - val_success_ratio: 1.0000
Epoch 1075/7000
0s - loss: 0.0485 - r_coeff: 0.2365 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1381 - val_success_ratio: 1.0000
Epoch 1076/7000
0s - loss: 0.0485 - r_coeff: 0.2366 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1386 - val_success_ratio: 1.0000
Epoch 1077/7000
0s - loss: 0.0484 - r_coeff: 0.2367 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1384 - val_success_ratio: 1.0000
Epoch 1078/7000
0s - loss: 0.0484 - r_coeff: 0.2368 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1389 - val_success_ratio: 1.0000
Epoch 1079/7000
0s - loss: 0.0484 - r_coeff: 0.2370 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1386 - val_success_ratio: 1.0000
Epoch 1080/7000
0s - loss: 0.0484 - r_coeff: 0.2371 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1391 - val_success_ratio: 1.0000
Epoch 1081/7000
0s - loss: 0.0484 - r_coeff: 0.2372 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1388 - val_success_ratio: 1.0000
Epoch 1082/7000
0s - loss: 0.0484 - r_coeff: 0.2374 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1393 - val_success_ratio: 1.0000
Epoch 1083/7000
0s - loss: 0.0484 - r_coeff: 0.2375 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1390 - val_success_ratio: 1.0000
Epoch 1084/7000
0s - loss: 0.0484 - r_coeff: 0.2376 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1396 - val_success_ratio: 1.0000
Epoch 1085/7000
0s - loss: 0.0484 - r_coeff: 0.2377 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1393 - val_success_ratio: 1.0000
Epoch 1086/7000
0s - loss: 0.0484 - r_coeff: 0.2379 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1398 - val_success_ratio: 1.0000
Epoch 1087/7000
0s - loss: 0.0484 - r_coeff: 0.2380 - success_ratio: 1.0000 - val_loss: 0.0417 - val_r_coeff: 0.1395 - val_success_ratio: 1.0000
Epoch 1088/7000
0s - loss: 0.0484 - r_coeff: 0.2381 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1400 - val_success_ratio: 1.0000
Epoch 1089/7000
0s - loss: 0.0484 - r_coeff: 0.2382 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1397 - val_success_ratio: 1.0000
Epoch 1090/7000
0s - loss: 0.0483 - r_coeff: 0.2384 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1402 - val_success_ratio: 1.0000
Epoch 1091/7000
0s - loss: 0.0483 - r_coeff: 0.2385 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1399 - val_success_ratio: 1.0000
Epoch 1092/7000
0s - loss: 0.0483 - r_coeff: 0.2386 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1405 - val_success_ratio: 1.0000
Epoch 1093/7000
0s - loss: 0.0483 - r_coeff: 0.2387 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1402 - val_success_ratio: 1.0000
Epoch 1094/7000
0s - loss: 0.0483 - r_coeff: 0.2389 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1407 - val_success_ratio: 1.0000
Epoch 1095/7000
0s - loss: 0.0483 - r_coeff: 0.2390 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1404 - val_success_ratio: 1.0000
Epoch 1096/7000
0s - loss: 0.0483 - r_coeff: 0.2391 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1409 - val_success_ratio: 1.0000
Epoch 1097/7000
0s - loss: 0.0483 - r_coeff: 0.2392 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1406 - val_success_ratio: 1.0000
Epoch 1098/7000
0s - loss: 0.0483 - r_coeff: 0.2394 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1411 - val_success_ratio: 1.0000
Epoch 1099/7000
0s - loss: 0.0483 - r_coeff: 0.2395 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1408 - val_success_ratio: 1.0000
Epoch 1100/7000
0s - loss: 0.0483 - r_coeff: 0.2396 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1413 - val_success_ratio: 1.0000
Epoch 1101/7000
0s - loss: 0.0483 - r_coeff: 0.2397 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1410 - val_success_ratio: 1.0000
Epoch 1102/7000
0s - loss: 0.0482 - r_coeff: 0.2399 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1416 - val_success_ratio: 1.0000
Epoch 1103/7000
0s - loss: 0.0482 - r_coeff: 0.2400 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1413 - val_success_ratio: 1.0000
Epoch 1104/7000
0s - loss: 0.0482 - r_coeff: 0.2401 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1418 - val_success_ratio: 1.0000
Epoch 1105/7000
0s - loss: 0.0482 - r_coeff: 0.2402 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1415 - val_success_ratio: 1.0000
Epoch 1106/7000
0s - loss: 0.0482 - r_coeff: 0.2404 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1420 - val_success_ratio: 1.0000
Epoch 1107/7000
0s - loss: 0.0482 - r_coeff: 0.2405 - success_ratio: 1.0000 - val_loss: 0.0416 - val_r_coeff: 0.1417 - val_success_ratio: 1.0000
Epoch 1108/7000
0s - loss: 0.0482 - r_coeff: 0.2406 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1422 - val_success_ratio: 1.0000
Epoch 1109/7000
0s - loss: 0.0482 - r_coeff: 0.2407 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1419 - val_success_ratio: 1.0000
Epoch 1110/7000
0s - loss: 0.0482 - r_coeff: 0.2409 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1424 - val_success_ratio: 1.0000
Epoch 1111/7000
0s - loss: 0.0482 - r_coeff: 0.2410 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1421 - val_success_ratio: 1.0000
Epoch 1112/7000
0s - loss: 0.0482 - r_coeff: 0.2411 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1426 - val_success_ratio: 1.0000
Epoch 1113/7000
0s - loss: 0.0482 - r_coeff: 0.2412 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1424 - val_success_ratio: 1.0000
Epoch 1114/7000
0s - loss: 0.0482 - r_coeff: 0.2414 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1428 - val_success_ratio: 1.0000
Epoch 1115/7000
0s - loss: 0.0481 - r_coeff: 0.2415 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1426 - val_success_ratio: 1.0000
Epoch 1116/7000
0s - loss: 0.0481 - r_coeff: 0.2416 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1431 - val_success_ratio: 1.0000
Epoch 1117/7000
0s - loss: 0.0481 - r_coeff: 0.2417 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1428 - val_success_ratio: 1.0000
Epoch 1118/7000
0s - loss: 0.0481 - r_coeff: 0.2419 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1433 - val_success_ratio: 1.0000
Epoch 1119/7000
0s - loss: 0.0481 - r_coeff: 0.2420 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1430 - val_success_ratio: 1.0000
Epoch 1120/7000
0s - loss: 0.0481 - r_coeff: 0.2421 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1435 - val_success_ratio: 1.0000
Epoch 1121/7000
0s - loss: 0.0481 - r_coeff: 0.2422 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1432 - val_success_ratio: 1.0000
Epoch 1122/7000
0s - loss: 0.0481 - r_coeff: 0.2423 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1437 - val_success_ratio: 1.0000
Epoch 1123/7000
0s - loss: 0.0481 - r_coeff: 0.2425 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1434 - val_success_ratio: 1.0000
Epoch 1124/7000
0s - loss: 0.0481 - r_coeff: 0.2426 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1439 - val_success_ratio: 1.0000
Epoch 1125/7000
0s - loss: 0.0481 - r_coeff: 0.2427 - success_ratio: 1.0000 - val_loss: 0.0415 - val_r_coeff: 0.1436 - val_success_ratio: 1.0000
Epoch 1126/7000
0s - loss: 0.0481 - r_coeff: 0.2428 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1441 - val_success_ratio: 1.0000
Epoch 1127/7000
0s - loss: 0.0481 - r_coeff: 0.2430 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1438 - val_success_ratio: 1.0000
Epoch 1128/7000
0s - loss: 0.0480 - r_coeff: 0.2431 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1443 - val_success_ratio: 1.0000
Epoch 1129/7000
0s - loss: 0.0480 - r_coeff: 0.2432 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1440 - val_success_ratio: 1.0000
Epoch 1130/7000
0s - loss: 0.0480 - r_coeff: 0.2433 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1445 - val_success_ratio: 1.0000
Epoch 1131/7000
0s - loss: 0.0480 - r_coeff: 0.2435 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1442 - val_success_ratio: 1.0000
Epoch 1132/7000
0s - loss: 0.0480 - r_coeff: 0.2436 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1447 - val_success_ratio: 1.0000
Epoch 1133/7000
0s - loss: 0.0480 - r_coeff: 0.2437 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1444 - val_success_ratio: 1.0000
Epoch 1134/7000
0s - loss: 0.0480 - r_coeff: 0.2438 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1449 - val_success_ratio: 1.0000
Epoch 1135/7000
0s - loss: 0.0480 - r_coeff: 0.2439 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1446 - val_success_ratio: 1.0000
Epoch 1136/7000
0s - loss: 0.0480 - r_coeff: 0.2441 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1451 - val_success_ratio: 1.0000
Epoch 1137/7000
0s - loss: 0.0480 - r_coeff: 0.2442 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1448 - val_success_ratio: 1.0000
Epoch 1138/7000
0s - loss: 0.0480 - r_coeff: 0.2443 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1453 - val_success_ratio: 1.0000
Epoch 1139/7000
0s - loss: 0.0480 - r_coeff: 0.2444 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1450 - val_success_ratio: 1.0000
Epoch 1140/7000
0s - loss: 0.0480 - r_coeff: 0.2446 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1455 - val_success_ratio: 1.0000
Epoch 1141/7000
0s - loss: 0.0479 - r_coeff: 0.2447 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1452 - val_success_ratio: 1.0000
Epoch 1142/7000
0s - loss: 0.0479 - r_coeff: 0.2448 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1456 - val_success_ratio: 1.0000
Epoch 1143/7000
0s - loss: 0.0479 - r_coeff: 0.2449 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1454 - val_success_ratio: 1.0000
Epoch 1144/7000
0s - loss: 0.0479 - r_coeff: 0.2450 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1458 - val_success_ratio: 1.0000
Epoch 1145/7000
0s - loss: 0.0479 - r_coeff: 0.2452 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1456 - val_success_ratio: 1.0000
Epoch 1146/7000
0s - loss: 0.0479 - r_coeff: 0.2453 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1460 - val_success_ratio: 1.0000
Epoch 1147/7000
0s - loss: 0.0479 - r_coeff: 0.2454 - success_ratio: 1.0000 - val_loss: 0.0414 - val_r_coeff: 0.1458 - val_success_ratio: 1.0000
Epoch 1148/7000
0s - loss: 0.0479 - r_coeff: 0.2455 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1462 - val_success_ratio: 1.0000
Epoch 1149/7000
0s - loss: 0.0479 - r_coeff: 0.2456 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1460 - val_success_ratio: 1.0000
Epoch 1150/7000
0s - loss: 0.0479 - r_coeff: 0.2458 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1464 - val_success_ratio: 1.0000
Epoch 1151/7000
0s - loss: 0.0479 - r_coeff: 0.2459 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1462 - val_success_ratio: 1.0000
Epoch 1152/7000
0s - loss: 0.0479 - r_coeff: 0.2460 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1466 - val_success_ratio: 1.0000
Epoch 1153/7000
0s - loss: 0.0479 - r_coeff: 0.2461 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1464 - val_success_ratio: 1.0000
Epoch 1154/7000
0s - loss: 0.0478 - r_coeff: 0.2463 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1467 - val_success_ratio: 1.0000
Epoch 1155/7000
0s - loss: 0.0478 - r_coeff: 0.2464 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1466 - val_success_ratio: 1.0000
Epoch 1156/7000
0s - loss: 0.0478 - r_coeff: 0.2465 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1469 - val_success_ratio: 1.0000
Epoch 1157/7000
0s - loss: 0.0478 - r_coeff: 0.2466 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1467 - val_success_ratio: 1.0000
Epoch 1158/7000
0s - loss: 0.0478 - r_coeff: 0.2467 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1471 - val_success_ratio: 1.0000
Epoch 1159/7000
0s - loss: 0.0478 - r_coeff: 0.2469 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1469 - val_success_ratio: 1.0000
Epoch 1160/7000
0s - loss: 0.0478 - r_coeff: 0.2470 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1473 - val_success_ratio: 1.0000
Epoch 1161/7000
0s - loss: 0.0478 - r_coeff: 0.2471 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1471 - val_success_ratio: 1.0000
Epoch 1162/7000
0s - loss: 0.0478 - r_coeff: 0.2472 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1475 - val_success_ratio: 1.0000
Epoch 1163/7000
0s - loss: 0.0478 - r_coeff: 0.2473 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1473 - val_success_ratio: 1.0000
Epoch 1164/7000
0s - loss: 0.0478 - r_coeff: 0.2475 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1477 - val_success_ratio: 1.0000
Epoch 1165/7000
0s - loss: 0.0478 - r_coeff: 0.2476 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1475 - val_success_ratio: 1.0000
Epoch 1166/7000
0s - loss: 0.0478 - r_coeff: 0.2477 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1479 - val_success_ratio: 1.0000
Epoch 1167/7000
0s - loss: 0.0477 - r_coeff: 0.2478 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1477 - val_success_ratio: 1.0000
Epoch 1168/7000
0s - loss: 0.0477 - r_coeff: 0.2479 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1480 - val_success_ratio: 1.0000
Epoch 1169/7000
0s - loss: 0.0477 - r_coeff: 0.2481 - success_ratio: 1.0000 - val_loss: 0.0413 - val_r_coeff: 0.1478 - val_success_ratio: 1.0000
Epoch 1170/7000
0s - loss: 0.0477 - r_coeff: 0.2482 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1482 - val_success_ratio: 1.0000
Epoch 1171/7000
0s - loss: 0.0477 - r_coeff: 0.2483 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1480 - val_success_ratio: 1.0000
Epoch 1172/7000
0s - loss: 0.0477 - r_coeff: 0.2484 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1484 - val_success_ratio: 1.0000
Epoch 1173/7000
0s - loss: 0.0477 - r_coeff: 0.2485 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1482 - val_success_ratio: 1.0000
Epoch 1174/7000
0s - loss: 0.0477 - r_coeff: 0.2487 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1486 - val_success_ratio: 1.0000
Epoch 1175/7000
0s - loss: 0.0477 - r_coeff: 0.2488 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1484 - val_success_ratio: 1.0000
Epoch 1176/7000
0s - loss: 0.0477 - r_coeff: 0.2489 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1488 - val_success_ratio: 1.0000
Epoch 1177/7000
0s - loss: 0.0477 - r_coeff: 0.2490 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1486 - val_success_ratio: 1.0000
Epoch 1178/7000
0s - loss: 0.0477 - r_coeff: 0.2491 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1489 - val_success_ratio: 1.0000
Epoch 1179/7000
0s - loss: 0.0477 - r_coeff: 0.2493 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1488 - val_success_ratio: 1.0000
Epoch 1180/7000
0s - loss: 0.0476 - r_coeff: 0.2494 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1491 - val_success_ratio: 1.0000
Epoch 1181/7000
0s - loss: 0.0476 - r_coeff: 0.2495 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1489 - val_success_ratio: 1.0000
Epoch 1182/7000
0s - loss: 0.0476 - r_coeff: 0.2496 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1493 - val_success_ratio: 1.0000
Epoch 1183/7000
0s - loss: 0.0476 - r_coeff: 0.2497 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1491 - val_success_ratio: 1.0000
Epoch 1184/7000
0s - loss: 0.0476 - r_coeff: 0.2499 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1495 - val_success_ratio: 1.0000
Epoch 1185/7000
0s - loss: 0.0476 - r_coeff: 0.2500 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1493 - val_success_ratio: 1.0000
Epoch 1186/7000
0s - loss: 0.0476 - r_coeff: 0.2501 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1497 - val_success_ratio: 1.0000
Epoch 1187/7000
0s - loss: 0.0476 - r_coeff: 0.2502 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1495 - val_success_ratio: 1.0000
Epoch 1188/7000
0s - loss: 0.0476 - r_coeff: 0.2503 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1498 - val_success_ratio: 1.0000
Epoch 1189/7000
0s - loss: 0.0476 - r_coeff: 0.2505 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1497 - val_success_ratio: 1.0000
Epoch 1190/7000
0s - loss: 0.0476 - r_coeff: 0.2506 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1500 - val_success_ratio: 1.0000
Epoch 1191/7000
0s - loss: 0.0476 - r_coeff: 0.2507 - success_ratio: 1.0000 - val_loss: 0.0412 - val_r_coeff: 0.1498 - val_success_ratio: 1.0000
Epoch 1192/7000
0s - loss: 0.0476 - r_coeff: 0.2508 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1502 - val_success_ratio: 1.0000
Epoch 1193/7000
0s - loss: 0.0475 - r_coeff: 0.2509 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1500 - val_success_ratio: 1.0000
Epoch 1194/7000
0s - loss: 0.0475 - r_coeff: 0.2511 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1504 - val_success_ratio: 1.0000
Epoch 1195/7000
0s - loss: 0.0475 - r_coeff: 0.2512 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1502 - val_success_ratio: 1.0000
Epoch 1196/7000
0s - loss: 0.0475 - r_coeff: 0.2513 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1505 - val_success_ratio: 1.0000
Epoch 1197/7000
0s - loss: 0.0475 - r_coeff: 0.2514 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1504 - val_success_ratio: 1.0000
Epoch 1198/7000
0s - loss: 0.0475 - r_coeff: 0.2515 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1507 - val_success_ratio: 1.0000
Epoch 1199/7000
0s - loss: 0.0475 - r_coeff: 0.2516 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1506 - val_success_ratio: 1.0000
Epoch 1200/7000
0s - loss: 0.0475 - r_coeff: 0.2518 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1509 - val_success_ratio: 1.0000
Epoch 1201/7000
0s - loss: 0.0475 - r_coeff: 0.2519 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1507 - val_success_ratio: 1.0000
Epoch 1202/7000
0s - loss: 0.0475 - r_coeff: 0.2520 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1511 - val_success_ratio: 1.0000
Epoch 1203/7000
0s - loss: 0.0475 - r_coeff: 0.2521 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1509 - val_success_ratio: 1.0000
Epoch 1204/7000
0s - loss: 0.0475 - r_coeff: 0.2522 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1513 - val_success_ratio: 1.0000
Epoch 1205/7000
0s - loss: 0.0475 - r_coeff: 0.2524 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1511 - val_success_ratio: 1.0000
Epoch 1206/7000
0s - loss: 0.0474 - r_coeff: 0.2525 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1514 - val_success_ratio: 1.0000
Epoch 1207/7000
0s - loss: 0.0474 - r_coeff: 0.2526 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1513 - val_success_ratio: 1.0000
Epoch 1208/7000
0s - loss: 0.0474 - r_coeff: 0.2527 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1516 - val_success_ratio: 1.0000
Epoch 1209/7000
0s - loss: 0.0474 - r_coeff: 0.2528 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1514 - val_success_ratio: 1.0000
Epoch 1210/7000
0s - loss: 0.0474 - r_coeff: 0.2529 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1518 - val_success_ratio: 1.0000
Epoch 1211/7000
0s - loss: 0.0474 - r_coeff: 0.2531 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1516 - val_success_ratio: 1.0000
Epoch 1212/7000
0s - loss: 0.0474 - r_coeff: 0.2532 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1519 - val_success_ratio: 1.0000
Epoch 1213/7000
0s - loss: 0.0474 - r_coeff: 0.2533 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1518 - val_success_ratio: 1.0000
Epoch 1214/7000
0s - loss: 0.0474 - r_coeff: 0.2534 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1521 - val_success_ratio: 1.0000
Epoch 1215/7000
0s - loss: 0.0474 - r_coeff: 0.2535 - success_ratio: 1.0000 - val_loss: 0.0411 - val_r_coeff: 0.1519 - val_success_ratio: 1.0000
Epoch 1216/7000
0s - loss: 0.0474 - r_coeff: 0.2537 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1523 - val_success_ratio: 1.0000
Epoch 1217/7000
0s - loss: 0.0474 - r_coeff: 0.2538 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1521 - val_success_ratio: 1.0000
Epoch 1218/7000
0s - loss: 0.0474 - r_coeff: 0.2539 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1525 - val_success_ratio: 1.0000
Epoch 1219/7000
0s - loss: 0.0474 - r_coeff: 0.2540 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1523 - val_success_ratio: 1.0000
Epoch 1220/7000
0s - loss: 0.0473 - r_coeff: 0.2541 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1526 - val_success_ratio: 1.0000
Epoch 1221/7000
0s - loss: 0.0473 - r_coeff: 0.2542 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1525 - val_success_ratio: 1.0000
Epoch 1222/7000
0s - loss: 0.0473 - r_coeff: 0.2544 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1528 - val_success_ratio: 1.0000
Epoch 1223/7000
0s - loss: 0.0473 - r_coeff: 0.2545 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1526 - val_success_ratio: 1.0000
Epoch 1224/7000
0s - loss: 0.0473 - r_coeff: 0.2546 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1530 - val_success_ratio: 1.0000
Epoch 1225/7000
0s - loss: 0.0473 - r_coeff: 0.2547 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1528 - val_success_ratio: 1.0000
Epoch 1226/7000
0s - loss: 0.0473 - r_coeff: 0.2548 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1531 - val_success_ratio: 1.0000
Epoch 1227/7000
0s - loss: 0.0473 - r_coeff: 0.2549 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1530 - val_success_ratio: 1.0000
Epoch 1228/7000
0s - loss: 0.0473 - r_coeff: 0.2551 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1533 - val_success_ratio: 1.0000
Epoch 1229/7000
0s - loss: 0.0473 - r_coeff: 0.2552 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1531 - val_success_ratio: 1.0000
Epoch 1230/7000
0s - loss: 0.0473 - r_coeff: 0.2553 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1535 - val_success_ratio: 1.0000
Epoch 1231/7000
0s - loss: 0.0473 - r_coeff: 0.2554 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1533 - val_success_ratio: 1.0000
Epoch 1232/7000
0s - loss: 0.0473 - r_coeff: 0.2555 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1536 - val_success_ratio: 1.0000
Epoch 1233/7000
0s - loss: 0.0472 - r_coeff: 0.2556 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1535 - val_success_ratio: 1.0000
Epoch 1234/7000
0s - loss: 0.0472 - r_coeff: 0.2558 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1538 - val_success_ratio: 1.0000
Epoch 1235/7000
0s - loss: 0.0472 - r_coeff: 0.2559 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1536 - val_success_ratio: 1.0000
Epoch 1236/7000
0s - loss: 0.0472 - r_coeff: 0.2560 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1540 - val_success_ratio: 1.0000
Epoch 1237/7000
0s - loss: 0.0472 - r_coeff: 0.2561 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1538 - val_success_ratio: 1.0000
Epoch 1238/7000
0s - loss: 0.0472 - r_coeff: 0.2562 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1541 - val_success_ratio: 1.0000
Epoch 1239/7000
0s - loss: 0.0472 - r_coeff: 0.2563 - success_ratio: 1.0000 - val_loss: 0.0410 - val_r_coeff: 0.1540 - val_success_ratio: 1.0000
Epoch 1240/7000
0s - loss: 0.0472 - r_coeff: 0.2564 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1543 - val_success_ratio: 1.0000
Epoch 1241/7000
0s - loss: 0.0472 - r_coeff: 0.2566 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1541 - val_success_ratio: 1.0000
Epoch 1242/7000
0s - loss: 0.0472 - r_coeff: 0.2567 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1545 - val_success_ratio: 1.0000
Epoch 1243/7000
0s - loss: 0.0472 - r_coeff: 0.2568 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1543 - val_success_ratio: 1.0000
Epoch 1244/7000
0s - loss: 0.0472 - r_coeff: 0.2569 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1546 - val_success_ratio: 1.0000
Epoch 1245/7000
0s - loss: 0.0472 - r_coeff: 0.2570 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1545 - val_success_ratio: 1.0000
Epoch 1246/7000
0s - loss: 0.0472 - r_coeff: 0.2571 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1548 - val_success_ratio: 1.0000
Epoch 1247/7000
0s - loss: 0.0471 - r_coeff: 0.2573 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1546 - val_success_ratio: 1.0000
Epoch 1248/7000
0s - loss: 0.0471 - r_coeff: 0.2574 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1550 - val_success_ratio: 1.0000
Epoch 1249/7000
0s - loss: 0.0471 - r_coeff: 0.2575 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1548 - val_success_ratio: 1.0000
Epoch 1250/7000
0s - loss: 0.0471 - r_coeff: 0.2576 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1551 - val_success_ratio: 1.0000
Epoch 1251/7000
0s - loss: 0.0471 - r_coeff: 0.2577 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1550 - val_success_ratio: 1.0000
Epoch 1252/7000
0s - loss: 0.0471 - r_coeff: 0.2578 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1553 - val_success_ratio: 1.0000
Epoch 1253/7000
0s - loss: 0.0471 - r_coeff: 0.2579 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1551 - val_success_ratio: 1.0000
Epoch 1254/7000
0s - loss: 0.0471 - r_coeff: 0.2581 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1555 - val_success_ratio: 1.0000
Epoch 1255/7000
0s - loss: 0.0471 - r_coeff: 0.2582 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1553 - val_success_ratio: 1.0000
Epoch 1256/7000
0s - loss: 0.0471 - r_coeff: 0.2583 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1556 - val_success_ratio: 1.0000
Epoch 1257/7000
0s - loss: 0.0471 - r_coeff: 0.2584 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1555 - val_success_ratio: 1.0000
Epoch 1258/7000
0s - loss: 0.0471 - r_coeff: 0.2585 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1558 - val_success_ratio: 1.0000
Epoch 1259/7000
0s - loss: 0.0471 - r_coeff: 0.2586 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1556 - val_success_ratio: 1.0000
Epoch 1260/7000
0s - loss: 0.0471 - r_coeff: 0.2587 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1559 - val_success_ratio: 1.0000
Epoch 1261/7000
0s - loss: 0.0470 - r_coeff: 0.2589 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1558 - val_success_ratio: 1.0000
Epoch 1262/7000
0s - loss: 0.0470 - r_coeff: 0.2590 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1561 - val_success_ratio: 1.0000
Epoch 1263/7000
0s - loss: 0.0470 - r_coeff: 0.2591 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1559 - val_success_ratio: 1.0000
Epoch 1264/7000
0s - loss: 0.0470 - r_coeff: 0.2592 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1563 - val_success_ratio: 1.0000
Epoch 1265/7000
0s - loss: 0.0470 - r_coeff: 0.2593 - success_ratio: 1.0000 - val_loss: 0.0409 - val_r_coeff: 0.1561 - val_success_ratio: 1.0000
Epoch 1266/7000
0s - loss: 0.0470 - r_coeff: 0.2594 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1564 - val_success_ratio: 1.0000
Epoch 1267/7000
0s - loss: 0.0470 - r_coeff: 0.2595 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1563 - val_success_ratio: 1.0000
Epoch 1268/7000
0s - loss: 0.0470 - r_coeff: 0.2596 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1566 - val_success_ratio: 1.0000
Epoch 1269/7000
0s - loss: 0.0470 - r_coeff: 0.2598 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1564 - val_success_ratio: 1.0000
Epoch 1270/7000
0s - loss: 0.0470 - r_coeff: 0.2599 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1567 - val_success_ratio: 1.0000
Epoch 1271/7000
0s - loss: 0.0470 - r_coeff: 0.2600 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1566 - val_success_ratio: 1.0000
Epoch 1272/7000
0s - loss: 0.0470 - r_coeff: 0.2601 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1569 - val_success_ratio: 1.0000
Epoch 1273/7000
0s - loss: 0.0470 - r_coeff: 0.2602 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1567 - val_success_ratio: 1.0000
Epoch 1274/7000
0s - loss: 0.0470 - r_coeff: 0.2603 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1571 - val_success_ratio: 1.0000
Epoch 1275/7000
0s - loss: 0.0469 - r_coeff: 0.2604 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1569 - val_success_ratio: 1.0000
Epoch 1276/7000
0s - loss: 0.0469 - r_coeff: 0.2606 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1572 - val_success_ratio: 1.0000
Epoch 1277/7000
0s - loss: 0.0469 - r_coeff: 0.2607 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1570 - val_success_ratio: 1.0000
Epoch 1278/7000
0s - loss: 0.0469 - r_coeff: 0.2608 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1574 - val_success_ratio: 1.0000
Epoch 1279/7000
0s - loss: 0.0469 - r_coeff: 0.2609 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1572 - val_success_ratio: 1.0000
Epoch 1280/7000
0s - loss: 0.0469 - r_coeff: 0.2610 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1575 - val_success_ratio: 1.0000
Epoch 1281/7000
0s - loss: 0.0469 - r_coeff: 0.2611 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1574 - val_success_ratio: 1.0000
Epoch 1282/7000
0s - loss: 0.0469 - r_coeff: 0.2612 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1577 - val_success_ratio: 1.0000
Epoch 1283/7000
0s - loss: 0.0469 - r_coeff: 0.2613 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1575 - val_success_ratio: 1.0000
Epoch 1284/7000
0s - loss: 0.0469 - r_coeff: 0.2615 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1578 - val_success_ratio: 1.0000
Epoch 1285/7000
0s - loss: 0.0469 - r_coeff: 0.2616 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1577 - val_success_ratio: 1.0000
Epoch 1286/7000
0s - loss: 0.0469 - r_coeff: 0.2617 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1580 - val_success_ratio: 1.0000
Epoch 1287/7000
0s - loss: 0.0469 - r_coeff: 0.2618 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1578 - val_success_ratio: 1.0000
Epoch 1288/7000
0s - loss: 0.0469 - r_coeff: 0.2619 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1582 - val_success_ratio: 1.0000
Epoch 1289/7000
0s - loss: 0.0468 - r_coeff: 0.2620 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1580 - val_success_ratio: 1.0000
Epoch 1290/7000
0s - loss: 0.0468 - r_coeff: 0.2621 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1583 - val_success_ratio: 1.0000
Epoch 1291/7000
0s - loss: 0.0468 - r_coeff: 0.2622 - success_ratio: 1.0000 - val_loss: 0.0408 - val_r_coeff: 0.1581 - val_success_ratio: 1.0000
Epoch 1292/7000
0s - loss: 0.0468 - r_coeff: 0.2623 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1585 - val_success_ratio: 1.0000
Epoch 1293/7000
0s - loss: 0.0468 - r_coeff: 0.2625 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1583 - val_success_ratio: 1.0000
Epoch 1294/7000
0s - loss: 0.0468 - r_coeff: 0.2626 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1586 - val_success_ratio: 1.0000
Epoch 1295/7000
0s - loss: 0.0468 - r_coeff: 0.2627 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1584 - val_success_ratio: 1.0000
Epoch 1296/7000
0s - loss: 0.0468 - r_coeff: 0.2628 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1588 - val_success_ratio: 1.0000
Epoch 1297/7000
0s - loss: 0.0468 - r_coeff: 0.2629 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1586 - val_success_ratio: 1.0000
Epoch 1298/7000
0s - loss: 0.0468 - r_coeff: 0.2630 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1589 - val_success_ratio: 1.0000
Epoch 1299/7000
0s - loss: 0.0468 - r_coeff: 0.2631 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1587 - val_success_ratio: 1.0000
Epoch 1300/7000
0s - loss: 0.0468 - r_coeff: 0.2632 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1591 - val_success_ratio: 1.0000
Epoch 1301/7000
0s - loss: 0.0468 - r_coeff: 0.2633 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1589 - val_success_ratio: 1.0000
Epoch 1302/7000
0s - loss: 0.0468 - r_coeff: 0.2635 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1592 - val_success_ratio: 1.0000
Epoch 1303/7000
0s - loss: 0.0467 - r_coeff: 0.2636 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1590 - val_success_ratio: 1.0000
Epoch 1304/7000
0s - loss: 0.0467 - r_coeff: 0.2637 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1594 - val_success_ratio: 1.0000
Epoch 1305/7000
0s - loss: 0.0467 - r_coeff: 0.2638 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1592 - val_success_ratio: 1.0000
Epoch 1306/7000
0s - loss: 0.0467 - r_coeff: 0.2639 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1595 - val_success_ratio: 1.0000
Epoch 1307/7000
0s - loss: 0.0467 - r_coeff: 0.2640 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1593 - val_success_ratio: 1.0000
Epoch 1308/7000
0s - loss: 0.0467 - r_coeff: 0.2641 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1597 - val_success_ratio: 1.0000
Epoch 1309/7000
0s - loss: 0.0467 - r_coeff: 0.2642 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1595 - val_success_ratio: 1.0000
Epoch 1310/7000
0s - loss: 0.0467 - r_coeff: 0.2643 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1598 - val_success_ratio: 1.0000
Epoch 1311/7000
0s - loss: 0.0467 - r_coeff: 0.2644 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1596 - val_success_ratio: 1.0000
Epoch 1312/7000
0s - loss: 0.0467 - r_coeff: 0.2646 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1600 - val_success_ratio: 1.0000
Epoch 1313/7000
0s - loss: 0.0467 - r_coeff: 0.2647 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1598 - val_success_ratio: 1.0000
Epoch 1314/7000
0s - loss: 0.0467 - r_coeff: 0.2648 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1601 - val_success_ratio: 1.0000
Epoch 1315/7000
0s - loss: 0.0467 - r_coeff: 0.2649 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1599 - val_success_ratio: 1.0000
Epoch 1316/7000
0s - loss: 0.0467 - r_coeff: 0.2650 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1603 - val_success_ratio: 1.0000
Epoch 1317/7000
0s - loss: 0.0466 - r_coeff: 0.2651 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1601 - val_success_ratio: 1.0000
Epoch 1318/7000
0s - loss: 0.0466 - r_coeff: 0.2652 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1604 - val_success_ratio: 1.0000
Epoch 1319/7000
0s - loss: 0.0466 - r_coeff: 0.2653 - success_ratio: 1.0000 - val_loss: 0.0407 - val_r_coeff: 0.1602 - val_success_ratio: 1.0000
Epoch 1320/7000
0s - loss: 0.0466 - r_coeff: 0.2654 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1606 - val_success_ratio: 1.0000
Epoch 1321/7000
0s - loss: 0.0466 - r_coeff: 0.2655 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1604 - val_success_ratio: 1.0000
Epoch 1322/7000
0s - loss: 0.0466 - r_coeff: 0.2656 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1607 - val_success_ratio: 1.0000
Epoch 1323/7000
0s - loss: 0.0466 - r_coeff: 0.2658 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1605 - val_success_ratio: 1.0000
Epoch 1324/7000
0s - loss: 0.0466 - r_coeff: 0.2659 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1609 - val_success_ratio: 1.0000
Epoch 1325/7000
0s - loss: 0.0466 - r_coeff: 0.2660 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1607 - val_success_ratio: 1.0000
Epoch 1326/7000
0s - loss: 0.0466 - r_coeff: 0.2661 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1610 - val_success_ratio: 1.0000
Epoch 1327/7000
0s - loss: 0.0466 - r_coeff: 0.2662 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1608 - val_success_ratio: 1.0000
Epoch 1328/7000
0s - loss: 0.0466 - r_coeff: 0.2663 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1612 - val_success_ratio: 1.0000
Epoch 1329/7000
0s - loss: 0.0466 - r_coeff: 0.2664 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1610 - val_success_ratio: 1.0000
Epoch 1330/7000
0s - loss: 0.0466 - r_coeff: 0.2665 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1613 - val_success_ratio: 1.0000
Epoch 1331/7000
0s - loss: 0.0466 - r_coeff: 0.2666 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1611 - val_success_ratio: 1.0000
Epoch 1332/7000
0s - loss: 0.0465 - r_coeff: 0.2667 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1615 - val_success_ratio: 1.0000
Epoch 1333/7000
0s - loss: 0.0465 - r_coeff: 0.2668 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1613 - val_success_ratio: 1.0000
Epoch 1334/7000
0s - loss: 0.0465 - r_coeff: 0.2669 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1616 - val_success_ratio: 1.0000
Epoch 1335/7000
0s - loss: 0.0465 - r_coeff: 0.2671 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1614 - val_success_ratio: 1.0000
Epoch 1336/7000
0s - loss: 0.0465 - r_coeff: 0.2672 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1617 - val_success_ratio: 1.0000
Epoch 1337/7000
0s - loss: 0.0465 - r_coeff: 0.2673 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1616 - val_success_ratio: 1.0000
Epoch 1338/7000
0s - loss: 0.0465 - r_coeff: 0.2674 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1619 - val_success_ratio: 1.0000
Epoch 1339/7000
0s - loss: 0.0465 - r_coeff: 0.2675 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1617 - val_success_ratio: 1.0000
Epoch 1340/7000
0s - loss: 0.0465 - r_coeff: 0.2676 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1620 - val_success_ratio: 1.0000
Epoch 1341/7000
0s - loss: 0.0465 - r_coeff: 0.2677 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1618 - val_success_ratio: 1.0000
Epoch 1342/7000
0s - loss: 0.0465 - r_coeff: 0.2678 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1622 - val_success_ratio: 1.0000
Epoch 1343/7000
0s - loss: 0.0465 - r_coeff: 0.2679 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1620 - val_success_ratio: 1.0000
Epoch 1344/7000
0s - loss: 0.0465 - r_coeff: 0.2680 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1623 - val_success_ratio: 1.0000
Epoch 1345/7000
0s - loss: 0.0465 - r_coeff: 0.2681 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1621 - val_success_ratio: 1.0000
Epoch 1346/7000
0s - loss: 0.0464 - r_coeff: 0.2682 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1625 - val_success_ratio: 1.0000
Epoch 1347/7000
0s - loss: 0.0464 - r_coeff: 0.2683 - success_ratio: 1.0000 - val_loss: 0.0406 - val_r_coeff: 0.1623 - val_success_ratio: 1.0000
Epoch 1348/7000
0s - loss: 0.0464 - r_coeff: 0.2684 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1626 - val_success_ratio: 1.0000
Epoch 1349/7000
0s - loss: 0.0464 - r_coeff: 0.2685 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1624 - val_success_ratio: 1.0000
Epoch 1350/7000
0s - loss: 0.0464 - r_coeff: 0.2687 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1628 - val_success_ratio: 1.0000
Epoch 1351/7000
0s - loss: 0.0464 - r_coeff: 0.2688 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1626 - val_success_ratio: 1.0000
Epoch 1352/7000
0s - loss: 0.0464 - r_coeff: 0.2689 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1629 - val_success_ratio: 1.0000
Epoch 1353/7000
0s - loss: 0.0464 - r_coeff: 0.2690 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1627 - val_success_ratio: 1.0000
Epoch 1354/7000
0s - loss: 0.0464 - r_coeff: 0.2691 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1630 - val_success_ratio: 1.0000
Epoch 1355/7000
0s - loss: 0.0464 - r_coeff: 0.2692 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1628 - val_success_ratio: 1.0000
Epoch 1356/7000
0s - loss: 0.0464 - r_coeff: 0.2693 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1632 - val_success_ratio: 1.0000
Epoch 1357/7000
0s - loss: 0.0464 - r_coeff: 0.2694 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1630 - val_success_ratio: 1.0000
Epoch 1358/7000
0s - loss: 0.0464 - r_coeff: 0.2695 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1633 - val_success_ratio: 1.0000
Epoch 1359/7000
0s - loss: 0.0464 - r_coeff: 0.2696 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1631 - val_success_ratio: 1.0000
Epoch 1360/7000
0s - loss: 0.0464 - r_coeff: 0.2697 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1635 - val_success_ratio: 1.0000
Epoch 1361/7000
0s - loss: 0.0463 - r_coeff: 0.2698 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1633 - val_success_ratio: 1.0000
Epoch 1362/7000
0s - loss: 0.0463 - r_coeff: 0.2699 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1636 - val_success_ratio: 1.0000
Epoch 1363/7000
0s - loss: 0.0463 - r_coeff: 0.2700 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1634 - val_success_ratio: 1.0000
Epoch 1364/7000
0s - loss: 0.0463 - r_coeff: 0.2701 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1637 - val_success_ratio: 1.0000
Epoch 1365/7000
0s - loss: 0.0463 - r_coeff: 0.2702 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1635 - val_success_ratio: 1.0000
Epoch 1366/7000
0s - loss: 0.0463 - r_coeff: 0.2703 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1639 - val_success_ratio: 1.0000
Epoch 1367/7000
0s - loss: 0.0463 - r_coeff: 0.2704 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1637 - val_success_ratio: 1.0000
Epoch 1368/7000
0s - loss: 0.0463 - r_coeff: 0.2706 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1640 - val_success_ratio: 1.0000
Epoch 1369/7000
0s - loss: 0.0463 - r_coeff: 0.2707 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1638 - val_success_ratio: 1.0000
Epoch 1370/7000
0s - loss: 0.0463 - r_coeff: 0.2708 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1642 - val_success_ratio: 1.0000
Epoch 1371/7000
0s - loss: 0.0463 - r_coeff: 0.2709 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1640 - val_success_ratio: 1.0000
Epoch 1372/7000
0s - loss: 0.0463 - r_coeff: 0.2710 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1643 - val_success_ratio: 1.0000
Epoch 1373/7000
0s - loss: 0.0463 - r_coeff: 0.2711 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1641 - val_success_ratio: 1.0000
Epoch 1374/7000
0s - loss: 0.0463 - r_coeff: 0.2712 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1644 - val_success_ratio: 1.0000
Epoch 1375/7000
0s - loss: 0.0463 - r_coeff: 0.2713 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1642 - val_success_ratio: 1.0000
Epoch 1376/7000
0s - loss: 0.0462 - r_coeff: 0.2714 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1646 - val_success_ratio: 1.0000
Epoch 1377/7000
0s - loss: 0.0462 - r_coeff: 0.2715 - success_ratio: 1.0000 - val_loss: 0.0405 - val_r_coeff: 0.1644 - val_success_ratio: 1.0000
Epoch 1378/7000
0s - loss: 0.0462 - r_coeff: 0.2716 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1647 - val_success_ratio: 1.0000
Epoch 1379/7000
0s - loss: 0.0462 - r_coeff: 0.2717 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1645 - val_success_ratio: 1.0000
Epoch 1380/7000
0s - loss: 0.0462 - r_coeff: 0.2718 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1649 - val_success_ratio: 1.0000
Epoch 1381/7000
0s - loss: 0.0462 - r_coeff: 0.2719 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1647 - val_success_ratio: 1.0000
Epoch 1382/7000
0s - loss: 0.0462 - r_coeff: 0.2720 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1650 - val_success_ratio: 1.0000
Epoch 1383/7000
0s - loss: 0.0462 - r_coeff: 0.2721 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1648 - val_success_ratio: 1.0000
Epoch 1384/7000
0s - loss: 0.0462 - r_coeff: 0.2722 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1651 - val_success_ratio: 1.0000
Epoch 1385/7000
0s - loss: 0.0462 - r_coeff: 0.2723 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1649 - val_success_ratio: 1.0000
Epoch 1386/7000
0s - loss: 0.0462 - r_coeff: 0.2724 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1653 - val_success_ratio: 1.0000
Epoch 1387/7000
0s - loss: 0.0462 - r_coeff: 0.2725 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1651 - val_success_ratio: 1.0000
Epoch 1388/7000
0s - loss: 0.0462 - r_coeff: 0.2726 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1654 - val_success_ratio: 1.0000
Epoch 1389/7000
0s - loss: 0.0462 - r_coeff: 0.2727 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1652 - val_success_ratio: 1.0000
Epoch 1390/7000
0s - loss: 0.0462 - r_coeff: 0.2728 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1655 - val_success_ratio: 1.0000
Epoch 1391/7000
0s - loss: 0.0462 - r_coeff: 0.2729 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1653 - val_success_ratio: 1.0000
Epoch 1392/7000
0s - loss: 0.0461 - r_coeff: 0.2730 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1657 - val_success_ratio: 1.0000
Epoch 1393/7000
0s - loss: 0.0461 - r_coeff: 0.2731 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1655 - val_success_ratio: 1.0000
Epoch 1394/7000
0s - loss: 0.0461 - r_coeff: 0.2732 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1658 - val_success_ratio: 1.0000
Epoch 1395/7000
0s - loss: 0.0461 - r_coeff: 0.2733 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1656 - val_success_ratio: 1.0000
Epoch 1396/7000
0s - loss: 0.0461 - r_coeff: 0.2734 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1659 - val_success_ratio: 1.0000
Epoch 1397/7000
0s - loss: 0.0461 - r_coeff: 0.2735 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1657 - val_success_ratio: 1.0000
Epoch 1398/7000
0s - loss: 0.0461 - r_coeff: 0.2736 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1661 - val_success_ratio: 1.0000
Epoch 1399/7000
0s - loss: 0.0461 - r_coeff: 0.2737 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1659 - val_success_ratio: 1.0000
Epoch 1400/7000
0s - loss: 0.0461 - r_coeff: 0.2738 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1662 - val_success_ratio: 1.0000
Epoch 1401/7000
0s - loss: 0.0461 - r_coeff: 0.2740 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1660 - val_success_ratio: 1.0000
Epoch 1402/7000
0s - loss: 0.0461 - r_coeff: 0.2741 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1663 - val_success_ratio: 1.0000
Epoch 1403/7000
0s - loss: 0.0461 - r_coeff: 0.2742 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1661 - val_success_ratio: 1.0000
Epoch 1404/7000
0s - loss: 0.0461 - r_coeff: 0.2743 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1665 - val_success_ratio: 1.0000
Epoch 1405/7000
0s - loss: 0.0461 - r_coeff: 0.2744 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1663 - val_success_ratio: 1.0000
Epoch 1406/7000
0s - loss: 0.0461 - r_coeff: 0.2745 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1666 - val_success_ratio: 1.0000
Epoch 1407/7000
0s - loss: 0.0460 - r_coeff: 0.2746 - success_ratio: 1.0000 - val_loss: 0.0404 - val_r_coeff: 0.1664 - val_success_ratio: 1.0000
Epoch 1408/7000
0s - loss: 0.0460 - r_coeff: 0.2747 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1668 - val_success_ratio: 1.0000
Epoch 1409/7000
0s - loss: 0.0460 - r_coeff: 0.2748 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1665 - val_success_ratio: 1.0000
Epoch 1410/7000
0s - loss: 0.0460 - r_coeff: 0.2749 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1669 - val_success_ratio: 1.0000
Epoch 1411/7000
0s - loss: 0.0460 - r_coeff: 0.2750 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1667 - val_success_ratio: 1.0000
Epoch 1412/7000
0s - loss: 0.0460 - r_coeff: 0.2751 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1670 - val_success_ratio: 1.0000
Epoch 1413/7000
0s - loss: 0.0460 - r_coeff: 0.2752 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1668 - val_success_ratio: 1.0000
Epoch 1414/7000
0s - loss: 0.0460 - r_coeff: 0.2753 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1672 - val_success_ratio: 1.0000
Epoch 1415/7000
0s - loss: 0.0460 - r_coeff: 0.2754 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1669 - val_success_ratio: 1.0000
Epoch 1416/7000
0s - loss: 0.0460 - r_coeff: 0.2755 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1673 - val_success_ratio: 1.0000
Epoch 1417/7000
0s - loss: 0.0460 - r_coeff: 0.2756 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1671 - val_success_ratio: 1.0000
Epoch 1418/7000
0s - loss: 0.0460 - r_coeff: 0.2757 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1674 - val_success_ratio: 1.0000
Epoch 1419/7000
0s - loss: 0.0460 - r_coeff: 0.2758 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1672 - val_success_ratio: 1.0000
Epoch 1420/7000
0s - loss: 0.0460 - r_coeff: 0.2759 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1675 - val_success_ratio: 1.0000
Epoch 1421/7000
0s - loss: 0.0460 - r_coeff: 0.2760 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1673 - val_success_ratio: 1.0000
Epoch 1422/7000
0s - loss: 0.0460 - r_coeff: 0.2761 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1677 - val_success_ratio: 1.0000
Epoch 1423/7000
0s - loss: 0.0459 - r_coeff: 0.2762 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1675 - val_success_ratio: 1.0000
Epoch 1424/7000
0s - loss: 0.0459 - r_coeff: 0.2763 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1678 - val_success_ratio: 1.0000
Epoch 1425/7000
0s - loss: 0.0459 - r_coeff: 0.2764 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1676 - val_success_ratio: 1.0000
Epoch 1426/7000
0s - loss: 0.0459 - r_coeff: 0.2765 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1679 - val_success_ratio: 1.0000
Epoch 1427/7000
0s - loss: 0.0459 - r_coeff: 0.2766 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1677 - val_success_ratio: 1.0000
Epoch 1428/7000
0s - loss: 0.0459 - r_coeff: 0.2767 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1681 - val_success_ratio: 1.0000
Epoch 1429/7000
0s - loss: 0.0459 - r_coeff: 0.2768 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1678 - val_success_ratio: 1.0000
Epoch 1430/7000
0s - loss: 0.0459 - r_coeff: 0.2769 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1682 - val_success_ratio: 1.0000
Epoch 1431/7000
0s - loss: 0.0459 - r_coeff: 0.2769 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1680 - val_success_ratio: 1.0000
Epoch 1432/7000
0s - loss: 0.0459 - r_coeff: 0.2770 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1683 - val_success_ratio: 1.0000
Epoch 1433/7000
0s - loss: 0.0459 - r_coeff: 0.2771 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1681 - val_success_ratio: 1.0000
Epoch 1434/7000
0s - loss: 0.0459 - r_coeff: 0.2772 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1685 - val_success_ratio: 1.0000
Epoch 1435/7000
0s - loss: 0.0459 - r_coeff: 0.2773 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1682 - val_success_ratio: 1.0000
Epoch 1436/7000
0s - loss: 0.0459 - r_coeff: 0.2774 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1686 - val_success_ratio: 1.0000
Epoch 1437/7000
0s - loss: 0.0459 - r_coeff: 0.2775 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1684 - val_success_ratio: 1.0000
Epoch 1438/7000
0s - loss: 0.0459 - r_coeff: 0.2776 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1687 - val_success_ratio: 1.0000
Epoch 1439/7000
0s - loss: 0.0458 - r_coeff: 0.2777 - success_ratio: 1.0000 - val_loss: 0.0403 - val_r_coeff: 0.1685 - val_success_ratio: 1.0000
Epoch 1440/7000
0s - loss: 0.0458 - r_coeff: 0.2778 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1688 - val_success_ratio: 1.0000
Epoch 1441/7000
0s - loss: 0.0458 - r_coeff: 0.2779 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1686 - val_success_ratio: 1.0000
Epoch 1442/7000
0s - loss: 0.0458 - r_coeff: 0.2780 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1690 - val_success_ratio: 1.0000
Epoch 1443/7000
0s - loss: 0.0458 - r_coeff: 0.2781 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1687 - val_success_ratio: 1.0000
Epoch 1444/7000
0s - loss: 0.0458 - r_coeff: 0.2782 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1691 - val_success_ratio: 1.0000
Epoch 1445/7000
0s - loss: 0.0458 - r_coeff: 0.2783 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1689 - val_success_ratio: 1.0000
Epoch 1446/7000
0s - loss: 0.0458 - r_coeff: 0.2784 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1692 - val_success_ratio: 1.0000
Epoch 1447/7000
0s - loss: 0.0458 - r_coeff: 0.2785 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1690 - val_success_ratio: 1.0000
Epoch 1448/7000
0s - loss: 0.0458 - r_coeff: 0.2786 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1694 - val_success_ratio: 1.0000
Epoch 1449/7000
0s - loss: 0.0458 - r_coeff: 0.2787 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1691 - val_success_ratio: 1.0000
Epoch 1450/7000
0s - loss: 0.0458 - r_coeff: 0.2788 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1695 - val_success_ratio: 1.0000
Epoch 1451/7000
0s - loss: 0.0458 - r_coeff: 0.2789 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1693 - val_success_ratio: 1.0000
Epoch 1452/7000
0s - loss: 0.0458 - r_coeff: 0.2790 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1696 - val_success_ratio: 1.0000
Epoch 1453/7000
0s - loss: 0.0458 - r_coeff: 0.2791 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1694 - val_success_ratio: 1.0000
Epoch 1454/7000
0s - loss: 0.0458 - r_coeff: 0.2792 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1697 - val_success_ratio: 1.0000
Epoch 1455/7000
0s - loss: 0.0457 - r_coeff: 0.2793 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1695 - val_success_ratio: 1.0000
Epoch 1456/7000
0s - loss: 0.0457 - r_coeff: 0.2794 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1699 - val_success_ratio: 1.0000
Epoch 1457/7000
0s - loss: 0.0457 - r_coeff: 0.2795 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1696 - val_success_ratio: 1.0000
Epoch 1458/7000
0s - loss: 0.0457 - r_coeff: 0.2796 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1700 - val_success_ratio: 1.0000
Epoch 1459/7000
0s - loss: 0.0457 - r_coeff: 0.2797 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1697 - val_success_ratio: 1.0000
Epoch 1460/7000
0s - loss: 0.0457 - r_coeff: 0.2798 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1701 - val_success_ratio: 1.0000
Epoch 1461/7000
0s - loss: 0.0457 - r_coeff: 0.2799 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1699 - val_success_ratio: 1.0000
Epoch 1462/7000
0s - loss: 0.0457 - r_coeff: 0.2800 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1703 - val_success_ratio: 1.0000
Epoch 1463/7000
0s - loss: 0.0457 - r_coeff: 0.2800 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1700 - val_success_ratio: 1.0000
Epoch 1464/7000
0s - loss: 0.0457 - r_coeff: 0.2801 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1704 - val_success_ratio: 1.0000
Epoch 1465/7000
0s - loss: 0.0457 - r_coeff: 0.2802 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1701 - val_success_ratio: 1.0000
Epoch 1466/7000
0s - loss: 0.0457 - r_coeff: 0.2803 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1705 - val_success_ratio: 1.0000
Epoch 1467/7000
0s - loss: 0.0457 - r_coeff: 0.2804 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1702 - val_success_ratio: 1.0000
Epoch 1468/7000
0s - loss: 0.0457 - r_coeff: 0.2805 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1706 - val_success_ratio: 1.0000
Epoch 1469/7000
0s - loss: 0.0457 - r_coeff: 0.2806 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1704 - val_success_ratio: 1.0000
Epoch 1470/7000
0s - loss: 0.0457 - r_coeff: 0.2807 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1708 - val_success_ratio: 1.0000
Epoch 1471/7000
0s - loss: 0.0457 - r_coeff: 0.2808 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1705 - val_success_ratio: 1.0000
Epoch 1472/7000
0s - loss: 0.0456 - r_coeff: 0.2809 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1709 - val_success_ratio: 1.0000
Epoch 1473/7000
0s - loss: 0.0456 - r_coeff: 0.2810 - success_ratio: 1.0000 - val_loss: 0.0402 - val_r_coeff: 0.1706 - val_success_ratio: 1.0000
Epoch 1474/7000
0s - loss: 0.0456 - r_coeff: 0.2811 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1710 - val_success_ratio: 1.0000
Epoch 1475/7000
0s - loss: 0.0456 - r_coeff: 0.2812 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1707 - val_success_ratio: 1.0000
Epoch 1476/7000
0s - loss: 0.0456 - r_coeff: 0.2813 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1711 - val_success_ratio: 1.0000
Epoch 1477/7000
0s - loss: 0.0456 - r_coeff: 0.2814 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1709 - val_success_ratio: 1.0000
Epoch 1478/7000
0s - loss: 0.0456 - r_coeff: 0.2815 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1713 - val_success_ratio: 1.0000
Epoch 1479/7000
0s - loss: 0.0456 - r_coeff: 0.2816 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1710 - val_success_ratio: 1.0000
Epoch 1480/7000
0s - loss: 0.0456 - r_coeff: 0.2817 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1714 - val_success_ratio: 1.0000
Epoch 1481/7000
0s - loss: 0.0456 - r_coeff: 0.2817 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1711 - val_success_ratio: 1.0000
Epoch 1482/7000
0s - loss: 0.0456 - r_coeff: 0.2818 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1715 - val_success_ratio: 1.0000
Epoch 1483/7000
0s - loss: 0.0456 - r_coeff: 0.2819 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1712 - val_success_ratio: 1.0000
Epoch 1484/7000
0s - loss: 0.0456 - r_coeff: 0.2820 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1716 - val_success_ratio: 1.0000
Epoch 1485/7000
0s - loss: 0.0456 - r_coeff: 0.2821 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1713 - val_success_ratio: 1.0000
Epoch 1486/7000
0s - loss: 0.0456 - r_coeff: 0.2822 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1718 - val_success_ratio: 1.0000
Epoch 1487/7000
0s - loss: 0.0456 - r_coeff: 0.2823 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1715 - val_success_ratio: 1.0000
Epoch 1488/7000
0s - loss: 0.0455 - r_coeff: 0.2824 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1719 - val_success_ratio: 1.0000
Epoch 1489/7000
0s - loss: 0.0455 - r_coeff: 0.2825 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1716 - val_success_ratio: 1.0000
Epoch 1490/7000
0s - loss: 0.0455 - r_coeff: 0.2826 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1720 - val_success_ratio: 1.0000
Epoch 1491/7000
0s - loss: 0.0455 - r_coeff: 0.2827 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1717 - val_success_ratio: 1.0000
Epoch 1492/7000
0s - loss: 0.0455 - r_coeff: 0.2828 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1721 - val_success_ratio: 1.0000
Epoch 1493/7000
0s - loss: 0.0455 - r_coeff: 0.2829 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1718 - val_success_ratio: 1.0000
Epoch 1494/7000
0s - loss: 0.0455 - r_coeff: 0.2830 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1723 - val_success_ratio: 1.0000
Epoch 1495/7000
0s - loss: 0.0455 - r_coeff: 0.2830 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1719 - val_success_ratio: 1.0000
Epoch 1496/7000
0s - loss: 0.0455 - r_coeff: 0.2831 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1724 - val_success_ratio: 1.0000
Epoch 1497/7000
0s - loss: 0.0455 - r_coeff: 0.2832 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1720 - val_success_ratio: 1.0000
Epoch 1498/7000
0s - loss: 0.0455 - r_coeff: 0.2833 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1725 - val_success_ratio: 1.0000
Epoch 1499/7000
0s - loss: 0.0455 - r_coeff: 0.2834 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1722 - val_success_ratio: 1.0000
Epoch 1500/7000
0s - loss: 0.0455 - r_coeff: 0.2835 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1726 - val_success_ratio: 1.0000
Epoch 1501/7000
0s - loss: 0.0455 - r_coeff: 0.2836 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1723 - val_success_ratio: 1.0000
Epoch 1502/7000
0s - loss: 0.0455 - r_coeff: 0.2837 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1728 - val_success_ratio: 1.0000
Epoch 1503/7000
0s - loss: 0.0455 - r_coeff: 0.2838 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1724 - val_success_ratio: 1.0000
Epoch 1504/7000
0s - loss: 0.0455 - r_coeff: 0.2839 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1729 - val_success_ratio: 1.0000
Epoch 1505/7000
0s - loss: 0.0455 - r_coeff: 0.2840 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1725 - val_success_ratio: 1.0000
Epoch 1506/7000
0s - loss: 0.0454 - r_coeff: 0.2841 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1730 - val_success_ratio: 1.0000
Epoch 1507/7000
0s - loss: 0.0454 - r_coeff: 0.2841 - success_ratio: 1.0000 - val_loss: 0.0401 - val_r_coeff: 0.1726 - val_success_ratio: 1.0000
Epoch 1508/7000
0s - loss: 0.0454 - r_coeff: 0.2842 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1732 - val_success_ratio: 1.0000
Epoch 1509/7000
0s - loss: 0.0454 - r_coeff: 0.2843 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1728 - val_success_ratio: 1.0000
Epoch 1510/7000
0s - loss: 0.0454 - r_coeff: 0.2844 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1733 - val_success_ratio: 1.0000
Epoch 1511/7000
0s - loss: 0.0454 - r_coeff: 0.2845 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1729 - val_success_ratio: 1.0000
Epoch 1512/7000
0s - loss: 0.0454 - r_coeff: 0.2846 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1734 - val_success_ratio: 1.0000
Epoch 1513/7000
0s - loss: 0.0454 - r_coeff: 0.2847 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1730 - val_success_ratio: 1.0000
Epoch 1514/7000
0s - loss: 0.0454 - r_coeff: 0.2848 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1735 - val_success_ratio: 1.0000
Epoch 1515/7000
0s - loss: 0.0454 - r_coeff: 0.2849 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1731 - val_success_ratio: 1.0000
Epoch 1516/7000
0s - loss: 0.0454 - r_coeff: 0.2850 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1737 - val_success_ratio: 1.0000
Epoch 1517/7000
0s - loss: 0.0454 - r_coeff: 0.2851 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1732 - val_success_ratio: 1.0000
Epoch 1518/7000
0s - loss: 0.0454 - r_coeff: 0.2851 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1738 - val_success_ratio: 1.0000
Epoch 1519/7000
0s - loss: 0.0454 - r_coeff: 0.2852 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1734 - val_success_ratio: 1.0000
Epoch 1520/7000
0s - loss: 0.0454 - r_coeff: 0.2853 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1739 - val_success_ratio: 1.0000
Epoch 1521/7000
0s - loss: 0.0454 - r_coeff: 0.2854 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1735 - val_success_ratio: 1.0000
Epoch 1522/7000
0s - loss: 0.0454 - r_coeff: 0.2855 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1741 - val_success_ratio: 1.0000
Epoch 1523/7000
0s - loss: 0.0453 - r_coeff: 0.2856 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1736 - val_success_ratio: 1.0000
Epoch 1524/7000
0s - loss: 0.0453 - r_coeff: 0.2857 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1742 - val_success_ratio: 1.0000
Epoch 1525/7000
0s - loss: 0.0453 - r_coeff: 0.2858 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1737 - val_success_ratio: 1.0000
Epoch 1526/7000
0s - loss: 0.0453 - r_coeff: 0.2859 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1743 - val_success_ratio: 1.0000
Epoch 1527/7000
0s - loss: 0.0453 - r_coeff: 0.2859 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1738 - val_success_ratio: 1.0000
Epoch 1528/7000
0s - loss: 0.0453 - r_coeff: 0.2860 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1744 - val_success_ratio: 1.0000
Epoch 1529/7000
0s - loss: 0.0453 - r_coeff: 0.2861 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1740 - val_success_ratio: 1.0000
Epoch 1530/7000
0s - loss: 0.0453 - r_coeff: 0.2862 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1746 - val_success_ratio: 1.0000
Epoch 1531/7000
0s - loss: 0.0453 - r_coeff: 0.2863 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1741 - val_success_ratio: 1.0000
Epoch 1532/7000
0s - loss: 0.0453 - r_coeff: 0.2864 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1747 - val_success_ratio: 1.0000
Epoch 1533/7000
0s - loss: 0.0453 - r_coeff: 0.2865 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1742 - val_success_ratio: 1.0000
Epoch 1534/7000
0s - loss: 0.0453 - r_coeff: 0.2866 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1748 - val_success_ratio: 1.0000
Epoch 1535/7000
0s - loss: 0.0453 - r_coeff: 0.2867 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1743 - val_success_ratio: 1.0000
Epoch 1536/7000
0s - loss: 0.0453 - r_coeff: 0.2868 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1750 - val_success_ratio: 1.0000
Epoch 1537/7000
0s - loss: 0.0453 - r_coeff: 0.2868 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1745 - val_success_ratio: 1.0000
Epoch 1538/7000
0s - loss: 0.0453 - r_coeff: 0.2869 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1751 - val_success_ratio: 1.0000
Epoch 1539/7000
0s - loss: 0.0453 - r_coeff: 0.2870 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1746 - val_success_ratio: 1.0000
Epoch 1540/7000
0s - loss: 0.0453 - r_coeff: 0.2871 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1752 - val_success_ratio: 1.0000
Epoch 1541/7000
0s - loss: 0.0452 - r_coeff: 0.2872 - success_ratio: 1.0000 - val_loss: 0.0400 - val_r_coeff: 0.1747 - val_success_ratio: 1.0000
Epoch 1542/7000
0s - loss: 0.0452 - r_coeff: 0.2873 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1753 - val_success_ratio: 1.0000
Epoch 1543/7000
0s - loss: 0.0452 - r_coeff: 0.2874 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1748 - val_success_ratio: 1.0000
Epoch 1544/7000
0s - loss: 0.0452 - r_coeff: 0.2875 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1755 - val_success_ratio: 1.0000
Epoch 1545/7000
0s - loss: 0.0452 - r_coeff: 0.2875 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1750 - val_success_ratio: 1.0000
Epoch 1546/7000
0s - loss: 0.0452 - r_coeff: 0.2876 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1756 - val_success_ratio: 1.0000
Epoch 1547/7000
0s - loss: 0.0452 - r_coeff: 0.2877 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1751 - val_success_ratio: 1.0000
Epoch 1548/7000
0s - loss: 0.0452 - r_coeff: 0.2878 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1757 - val_success_ratio: 1.0000
Epoch 1549/7000
0s - loss: 0.0452 - r_coeff: 0.2879 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1752 - val_success_ratio: 1.0000
Epoch 1550/7000
0s - loss: 0.0452 - r_coeff: 0.2880 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1759 - val_success_ratio: 1.0000
Epoch 1551/7000
0s - loss: 0.0452 - r_coeff: 0.2881 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1754 - val_success_ratio: 1.0000
Epoch 1552/7000
0s - loss: 0.0452 - r_coeff: 0.2882 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1760 - val_success_ratio: 1.0000
Epoch 1553/7000
0s - loss: 0.0452 - r_coeff: 0.2883 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1755 - val_success_ratio: 1.0000
Epoch 1554/7000
0s - loss: 0.0452 - r_coeff: 0.2883 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1761 - val_success_ratio: 1.0000
Epoch 1555/7000
0s - loss: 0.0452 - r_coeff: 0.2884 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1756 - val_success_ratio: 1.0000
Epoch 1556/7000
0s - loss: 0.0452 - r_coeff: 0.2885 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1762 - val_success_ratio: 1.0000
Epoch 1557/7000
0s - loss: 0.0452 - r_coeff: 0.2886 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1757 - val_success_ratio: 1.0000
Epoch 1558/7000
0s - loss: 0.0452 - r_coeff: 0.2887 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1764 - val_success_ratio: 1.0000
Epoch 1559/7000
0s - loss: 0.0451 - r_coeff: 0.2888 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1759 - val_success_ratio: 1.0000
Epoch 1560/7000
0s - loss: 0.0451 - r_coeff: 0.2889 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1765 - val_success_ratio: 1.0000
Epoch 1561/7000
0s - loss: 0.0451 - r_coeff: 0.2890 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1760 - val_success_ratio: 1.0000
Epoch 1562/7000
0s - loss: 0.0451 - r_coeff: 0.2890 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1766 - val_success_ratio: 1.0000
Epoch 1563/7000
0s - loss: 0.0451 - r_coeff: 0.2891 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1761 - val_success_ratio: 1.0000
Epoch 1564/7000
0s - loss: 0.0451 - r_coeff: 0.2892 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1768 - val_success_ratio: 1.0000
Epoch 1565/7000
0s - loss: 0.0451 - r_coeff: 0.2893 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1763 - val_success_ratio: 1.0000
Epoch 1566/7000
0s - loss: 0.0451 - r_coeff: 0.2894 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1769 - val_success_ratio: 1.0000
Epoch 1567/7000
0s - loss: 0.0451 - r_coeff: 0.2895 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1764 - val_success_ratio: 1.0000
Epoch 1568/7000
0s - loss: 0.0451 - r_coeff: 0.2896 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1770 - val_success_ratio: 1.0000
Epoch 1569/7000
0s - loss: 0.0451 - r_coeff: 0.2897 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1765 - val_success_ratio: 1.0000
Epoch 1570/7000
0s - loss: 0.0451 - r_coeff: 0.2897 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1772 - val_success_ratio: 1.0000
Epoch 1571/7000
0s - loss: 0.0451 - r_coeff: 0.2898 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1767 - val_success_ratio: 1.0000
Epoch 1572/7000
0s - loss: 0.0451 - r_coeff: 0.2899 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1773 - val_success_ratio: 1.0000
Epoch 1573/7000
0s - loss: 0.0451 - r_coeff: 0.2900 - success_ratio: 1.0000 - val_loss: 0.0399 - val_r_coeff: 0.1768 - val_success_ratio: 1.0000
Epoch 1574/7000
0s - loss: 0.0451 - r_coeff: 0.2901 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1774 - val_success_ratio: 1.0000
Epoch 1575/7000
0s - loss: 0.0451 - r_coeff: 0.2902 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1769 - val_success_ratio: 1.0000
Epoch 1576/7000
0s - loss: 0.0451 - r_coeff: 0.2903 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1775 - val_success_ratio: 1.0000
Epoch 1577/7000
0s - loss: 0.0450 - r_coeff: 0.2904 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1771 - val_success_ratio: 1.0000
Epoch 1578/7000
0s - loss: 0.0450 - r_coeff: 0.2904 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1777 - val_success_ratio: 1.0000
Epoch 1579/7000
0s - loss: 0.0450 - r_coeff: 0.2905 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1772 - val_success_ratio: 1.0000
Epoch 1580/7000
0s - loss: 0.0450 - r_coeff: 0.2906 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1778 - val_success_ratio: 1.0000
Epoch 1581/7000
0s - loss: 0.0450 - r_coeff: 0.2907 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1773 - val_success_ratio: 1.0000
Epoch 1582/7000
0s - loss: 0.0450 - r_coeff: 0.2908 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1779 - val_success_ratio: 1.0000
Epoch 1583/7000
0s - loss: 0.0450 - r_coeff: 0.2909 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1774 - val_success_ratio: 1.0000
Epoch 1584/7000
0s - loss: 0.0450 - r_coeff: 0.2910 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1781 - val_success_ratio: 1.0000
Epoch 1585/7000
0s - loss: 0.0450 - r_coeff: 0.2911 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1776 - val_success_ratio: 1.0000
Epoch 1586/7000
0s - loss: 0.0450 - r_coeff: 0.2911 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1782 - val_success_ratio: 1.0000
Epoch 1587/7000
0s - loss: 0.0450 - r_coeff: 0.2912 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1777 - val_success_ratio: 1.0000
Epoch 1588/7000
0s - loss: 0.0450 - r_coeff: 0.2913 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1783 - val_success_ratio: 1.0000
Epoch 1589/7000
0s - loss: 0.0450 - r_coeff: 0.2914 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1778 - val_success_ratio: 1.0000
Epoch 1590/7000
0s - loss: 0.0450 - r_coeff: 0.2915 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1785 - val_success_ratio: 1.0000
Epoch 1591/7000
0s - loss: 0.0450 - r_coeff: 0.2916 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1780 - val_success_ratio: 1.0000
Epoch 1592/7000
0s - loss: 0.0450 - r_coeff: 0.2917 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1786 - val_success_ratio: 1.0000
Epoch 1593/7000
0s - loss: 0.0450 - r_coeff: 0.2918 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1781 - val_success_ratio: 1.0000
Epoch 1594/7000
0s - loss: 0.0450 - r_coeff: 0.2918 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1787 - val_success_ratio: 1.0000
Epoch 1595/7000
0s - loss: 0.0449 - r_coeff: 0.2919 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1782 - val_success_ratio: 1.0000
Epoch 1596/7000
0s - loss: 0.0449 - r_coeff: 0.2920 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1789 - val_success_ratio: 1.0000
Epoch 1597/7000
0s - loss: 0.0449 - r_coeff: 0.2921 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1784 - val_success_ratio: 1.0000
Epoch 1598/7000
0s - loss: 0.0449 - r_coeff: 0.2922 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1790 - val_success_ratio: 1.0000
Epoch 1599/7000
0s - loss: 0.0449 - r_coeff: 0.2923 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1785 - val_success_ratio: 1.0000
Epoch 1600/7000
0s - loss: 0.0449 - r_coeff: 0.2924 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1791 - val_success_ratio: 1.0000
Epoch 1601/7000
0s - loss: 0.0449 - r_coeff: 0.2924 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1786 - val_success_ratio: 1.0000
Epoch 1602/7000
0s - loss: 0.0449 - r_coeff: 0.2925 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1792 - val_success_ratio: 1.0000
Epoch 1603/7000
0s - loss: 0.0449 - r_coeff: 0.2926 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1788 - val_success_ratio: 1.0000
Epoch 1604/7000
0s - loss: 0.0449 - r_coeff: 0.2927 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1794 - val_success_ratio: 1.0000
Epoch 1605/7000
0s - loss: 0.0449 - r_coeff: 0.2928 - success_ratio: 1.0000 - val_loss: 0.0398 - val_r_coeff: 0.1789 - val_success_ratio: 1.0000
Epoch 1606/7000
0s - loss: 0.0449 - r_coeff: 0.2929 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1795 - val_success_ratio: 1.0000
Epoch 1607/7000
0s - loss: 0.0449 - r_coeff: 0.2930 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1790 - val_success_ratio: 1.0000
Epoch 1608/7000
0s - loss: 0.0449 - r_coeff: 0.2931 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1796 - val_success_ratio: 1.0000
Epoch 1609/7000
0s - loss: 0.0449 - r_coeff: 0.2931 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1792 - val_success_ratio: 1.0000
Epoch 1610/7000
0s - loss: 0.0449 - r_coeff: 0.2932 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1798 - val_success_ratio: 1.0000
Epoch 1611/7000
0s - loss: 0.0449 - r_coeff: 0.2933 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1793 - val_success_ratio: 1.0000
Epoch 1612/7000
0s - loss: 0.0449 - r_coeff: 0.2934 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1799 - val_success_ratio: 1.0000
Epoch 1613/7000
0s - loss: 0.0448 - r_coeff: 0.2935 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1794 - val_success_ratio: 1.0000
Epoch 1614/7000
0s - loss: 0.0448 - r_coeff: 0.2936 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1800 - val_success_ratio: 1.0000
Epoch 1615/7000
0s - loss: 0.0448 - r_coeff: 0.2937 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1795 - val_success_ratio: 1.0000
Epoch 1616/7000
0s - loss: 0.0448 - r_coeff: 0.2937 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1802 - val_success_ratio: 1.0000
Epoch 1617/7000
0s - loss: 0.0448 - r_coeff: 0.2938 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1797 - val_success_ratio: 1.0000
Epoch 1618/7000
0s - loss: 0.0448 - r_coeff: 0.2939 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1803 - val_success_ratio: 1.0000
Epoch 1619/7000
0s - loss: 0.0448 - r_coeff: 0.2940 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1798 - val_success_ratio: 1.0000
Epoch 1620/7000
0s - loss: 0.0448 - r_coeff: 0.2941 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1804 - val_success_ratio: 1.0000
Epoch 1621/7000
0s - loss: 0.0448 - r_coeff: 0.2942 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1799 - val_success_ratio: 1.0000
Epoch 1622/7000
0s - loss: 0.0448 - r_coeff: 0.2943 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1805 - val_success_ratio: 1.0000
Epoch 1623/7000
0s - loss: 0.0448 - r_coeff: 0.2943 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1801 - val_success_ratio: 1.0000
Epoch 1624/7000
0s - loss: 0.0448 - r_coeff: 0.2944 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1807 - val_success_ratio: 1.0000
Epoch 1625/7000
0s - loss: 0.0448 - r_coeff: 0.2945 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1802 - val_success_ratio: 1.0000
Epoch 1626/7000
0s - loss: 0.0448 - r_coeff: 0.2946 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1808 - val_success_ratio: 1.0000
Epoch 1627/7000
0s - loss: 0.0448 - r_coeff: 0.2947 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1803 - val_success_ratio: 1.0000
Epoch 1628/7000
0s - loss: 0.0448 - r_coeff: 0.2948 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1809 - val_success_ratio: 1.0000
Epoch 1629/7000
0s - loss: 0.0448 - r_coeff: 0.2949 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1804 - val_success_ratio: 1.0000
Epoch 1630/7000
0s - loss: 0.0448 - r_coeff: 0.2949 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1811 - val_success_ratio: 1.0000
Epoch 1631/7000
0s - loss: 0.0447 - r_coeff: 0.2950 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1806 - val_success_ratio: 1.0000
Epoch 1632/7000
0s - loss: 0.0447 - r_coeff: 0.2951 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1812 - val_success_ratio: 1.0000
Epoch 1633/7000
0s - loss: 0.0447 - r_coeff: 0.2952 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1807 - val_success_ratio: 1.0000
Epoch 1634/7000
0s - loss: 0.0447 - r_coeff: 0.2953 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1813 - val_success_ratio: 1.0000
Epoch 1635/7000
0s - loss: 0.0447 - r_coeff: 0.2954 - success_ratio: 1.0000 - val_loss: 0.0397 - val_r_coeff: 0.1808 - val_success_ratio: 1.0000
Epoch 1636/7000
0s - loss: 0.0447 - r_coeff: 0.2955 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1815 - val_success_ratio: 1.0000
Epoch 1637/7000
0s - loss: 0.0447 - r_coeff: 0.2955 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1810 - val_success_ratio: 1.0000
Epoch 1638/7000
0s - loss: 0.0447 - r_coeff: 0.2956 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1816 - val_success_ratio: 1.0000
Epoch 1639/7000
0s - loss: 0.0447 - r_coeff: 0.2957 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1811 - val_success_ratio: 1.0000
Epoch 1640/7000
0s - loss: 0.0447 - r_coeff: 0.2958 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1817 - val_success_ratio: 1.0000
Epoch 1641/7000
0s - loss: 0.0447 - r_coeff: 0.2959 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1812 - val_success_ratio: 1.0000
Epoch 1642/7000
0s - loss: 0.0447 - r_coeff: 0.2960 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1818 - val_success_ratio: 1.0000
Epoch 1643/7000
0s - loss: 0.0447 - r_coeff: 0.2961 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1814 - val_success_ratio: 1.0000
Epoch 1644/7000
0s - loss: 0.0447 - r_coeff: 0.2961 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1820 - val_success_ratio: 1.0000
Epoch 1645/7000
0s - loss: 0.0447 - r_coeff: 0.2962 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1815 - val_success_ratio: 1.0000
Epoch 1646/7000
0s - loss: 0.0447 - r_coeff: 0.2963 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1821 - val_success_ratio: 1.0000
Epoch 1647/7000
0s - loss: 0.0447 - r_coeff: 0.2964 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1816 - val_success_ratio: 1.0000
Epoch 1648/7000
0s - loss: 0.0447 - r_coeff: 0.2965 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1822 - val_success_ratio: 1.0000
Epoch 1649/7000
0s - loss: 0.0447 - r_coeff: 0.2966 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1817 - val_success_ratio: 1.0000
Epoch 1650/7000
0s - loss: 0.0446 - r_coeff: 0.2967 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1824 - val_success_ratio: 1.0000
Epoch 1651/7000
0s - loss: 0.0446 - r_coeff: 0.2967 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1819 - val_success_ratio: 1.0000
Epoch 1652/7000
0s - loss: 0.0446 - r_coeff: 0.2968 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1825 - val_success_ratio: 1.0000
Epoch 1653/7000
0s - loss: 0.0446 - r_coeff: 0.2969 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1820 - val_success_ratio: 1.0000
Epoch 1654/7000
0s - loss: 0.0446 - r_coeff: 0.2970 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1826 - val_success_ratio: 1.0000
Epoch 1655/7000
0s - loss: 0.0446 - r_coeff: 0.2971 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1821 - val_success_ratio: 1.0000
Epoch 1656/7000
0s - loss: 0.0446 - r_coeff: 0.2972 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1827 - val_success_ratio: 1.0000
Epoch 1657/7000
0s - loss: 0.0446 - r_coeff: 0.2973 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1822 - val_success_ratio: 1.0000
Epoch 1658/7000
0s - loss: 0.0446 - r_coeff: 0.2973 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1829 - val_success_ratio: 1.0000
Epoch 1659/7000
0s - loss: 0.0446 - r_coeff: 0.2974 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1824 - val_success_ratio: 1.0000
Epoch 1660/7000
0s - loss: 0.0446 - r_coeff: 0.2975 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1830 - val_success_ratio: 1.0000
Epoch 1661/7000
0s - loss: 0.0446 - r_coeff: 0.2976 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1825 - val_success_ratio: 1.0000
Epoch 1662/7000
0s - loss: 0.0446 - r_coeff: 0.2977 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1831 - val_success_ratio: 1.0000
Epoch 1663/7000
0s - loss: 0.0446 - r_coeff: 0.2978 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1826 - val_success_ratio: 1.0000
Epoch 1664/7000
0s - loss: 0.0446 - r_coeff: 0.2978 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1832 - val_success_ratio: 1.0000
Epoch 1665/7000
0s - loss: 0.0446 - r_coeff: 0.2979 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1828 - val_success_ratio: 1.0000
Epoch 1666/7000
0s - loss: 0.0446 - r_coeff: 0.2980 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1834 - val_success_ratio: 1.0000
Epoch 1667/7000
0s - loss: 0.0446 - r_coeff: 0.2981 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1829 - val_success_ratio: 1.0000
Epoch 1668/7000
0s - loss: 0.0445 - r_coeff: 0.2982 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1835 - val_success_ratio: 1.0000
Epoch 1669/7000
0s - loss: 0.0445 - r_coeff: 0.2983 - success_ratio: 1.0000 - val_loss: 0.0396 - val_r_coeff: 0.1830 - val_success_ratio: 1.0000
Epoch 1670/7000
0s - loss: 0.0445 - r_coeff: 0.2984 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1836 - val_success_ratio: 1.0000
Epoch 1671/7000
0s - loss: 0.0445 - r_coeff: 0.2984 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1831 - val_success_ratio: 1.0000
Epoch 1672/7000
0s - loss: 0.0445 - r_coeff: 0.2985 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1838 - val_success_ratio: 1.0000
Epoch 1673/7000
0s - loss: 0.0445 - r_coeff: 0.2986 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1833 - val_success_ratio: 1.0000
Epoch 1674/7000
0s - loss: 0.0445 - r_coeff: 0.2987 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1839 - val_success_ratio: 1.0000
Epoch 1675/7000
0s - loss: 0.0445 - r_coeff: 0.2988 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1834 - val_success_ratio: 1.0000
Epoch 1676/7000
0s - loss: 0.0445 - r_coeff: 0.2989 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1840 - val_success_ratio: 1.0000
Epoch 1677/7000
0s - loss: 0.0445 - r_coeff: 0.2989 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1835 - val_success_ratio: 1.0000
Epoch 1678/7000
0s - loss: 0.0445 - r_coeff: 0.2990 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1841 - val_success_ratio: 1.0000
Epoch 1679/7000
0s - loss: 0.0445 - r_coeff: 0.2991 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1836 - val_success_ratio: 1.0000
Epoch 1680/7000
0s - loss: 0.0445 - r_coeff: 0.2992 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1843 - val_success_ratio: 1.0000
Epoch 1681/7000
0s - loss: 0.0445 - r_coeff: 0.2993 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1838 - val_success_ratio: 1.0000
Epoch 1682/7000
0s - loss: 0.0445 - r_coeff: 0.2994 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1844 - val_success_ratio: 1.0000
Epoch 1683/7000
0s - loss: 0.0445 - r_coeff: 0.2995 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1839 - val_success_ratio: 1.0000
Epoch 1684/7000
0s - loss: 0.0445 - r_coeff: 0.2995 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1845 - val_success_ratio: 1.0000
Epoch 1685/7000
0s - loss: 0.0445 - r_coeff: 0.2996 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1840 - val_success_ratio: 1.0000
Epoch 1686/7000
0s - loss: 0.0445 - r_coeff: 0.2997 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1846 - val_success_ratio: 1.0000
Epoch 1687/7000
0s - loss: 0.0444 - r_coeff: 0.2998 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1841 - val_success_ratio: 1.0000
Epoch 1688/7000
0s - loss: 0.0444 - r_coeff: 0.2999 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1848 - val_success_ratio: 1.0000
Epoch 1689/7000
0s - loss: 0.0444 - r_coeff: 0.3000 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1843 - val_success_ratio: 1.0000
Epoch 1690/7000
0s - loss: 0.0444 - r_coeff: 0.3000 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1849 - val_success_ratio: 1.0000
Epoch 1691/7000
0s - loss: 0.0444 - r_coeff: 0.3001 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1844 - val_success_ratio: 1.0000
Epoch 1692/7000
0s - loss: 0.0444 - r_coeff: 0.3002 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1850 - val_success_ratio: 1.0000
Epoch 1693/7000
0s - loss: 0.0444 - r_coeff: 0.3003 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1845 - val_success_ratio: 1.0000
Epoch 1694/7000
0s - loss: 0.0444 - r_coeff: 0.3004 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1851 - val_success_ratio: 1.0000
Epoch 1695/7000
0s - loss: 0.0444 - r_coeff: 0.3005 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1846 - val_success_ratio: 1.0000
Epoch 1696/7000
0s - loss: 0.0444 - r_coeff: 0.3005 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1853 - val_success_ratio: 1.0000
Epoch 1697/7000
0s - loss: 0.0444 - r_coeff: 0.3006 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1848 - val_success_ratio: 1.0000
Epoch 1698/7000
0s - loss: 0.0444 - r_coeff: 0.3007 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1854 - val_success_ratio: 1.0000
Epoch 1699/7000
0s - loss: 0.0444 - r_coeff: 0.3008 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1849 - val_success_ratio: 1.0000
Epoch 1700/7000
0s - loss: 0.0444 - r_coeff: 0.3009 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1855 - val_success_ratio: 1.0000
Epoch 1701/7000
0s - loss: 0.0444 - r_coeff: 0.3010 - success_ratio: 1.0000 - val_loss: 0.0395 - val_r_coeff: 0.1850 - val_success_ratio: 1.0000
Epoch 1702/7000
0s - loss: 0.0444 - r_coeff: 0.3010 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1856 - val_success_ratio: 1.0000
Epoch 1703/7000
0s - loss: 0.0444 - r_coeff: 0.3011 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1851 - val_success_ratio: 1.0000
Epoch 1704/7000
0s - loss: 0.0444 - r_coeff: 0.3012 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1858 - val_success_ratio: 1.0000
Epoch 1705/7000
0s - loss: 0.0444 - r_coeff: 0.3013 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1853 - val_success_ratio: 1.0000
Epoch 1706/7000
0s - loss: 0.0443 - r_coeff: 0.3014 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1859 - val_success_ratio: 1.0000
Epoch 1707/7000
0s - loss: 0.0443 - r_coeff: 0.3015 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1854 - val_success_ratio: 1.0000
Epoch 1708/7000
0s - loss: 0.0443 - r_coeff: 0.3015 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1860 - val_success_ratio: 1.0000
Epoch 1709/7000
0s - loss: 0.0443 - r_coeff: 0.3016 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1855 - val_success_ratio: 1.0000
Epoch 1710/7000
0s - loss: 0.0443 - r_coeff: 0.3017 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1861 - val_success_ratio: 1.0000
Epoch 1711/7000
0s - loss: 0.0443 - r_coeff: 0.3018 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1856 - val_success_ratio: 1.0000
Epoch 1712/7000
0s - loss: 0.0443 - r_coeff: 0.3019 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1863 - val_success_ratio: 1.0000
Epoch 1713/7000
0s - loss: 0.0443 - r_coeff: 0.3020 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1858 - val_success_ratio: 1.0000
Epoch 1714/7000
0s - loss: 0.0443 - r_coeff: 0.3020 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1864 - val_success_ratio: 1.0000
Epoch 1715/7000
0s - loss: 0.0443 - r_coeff: 0.3021 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1859 - val_success_ratio: 1.0000
Epoch 1716/7000
0s - loss: 0.0443 - r_coeff: 0.3022 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1865 - val_success_ratio: 1.0000
Epoch 1717/7000
0s - loss: 0.0443 - r_coeff: 0.3023 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1860 - val_success_ratio: 1.0000
Epoch 1718/7000
0s - loss: 0.0443 - r_coeff: 0.3024 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1866 - val_success_ratio: 1.0000
Epoch 1719/7000
0s - loss: 0.0443 - r_coeff: 0.3025 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1861 - val_success_ratio: 1.0000
Epoch 1720/7000
0s - loss: 0.0443 - r_coeff: 0.3025 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1868 - val_success_ratio: 1.0000
Epoch 1721/7000
0s - loss: 0.0443 - r_coeff: 0.3026 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1863 - val_success_ratio: 1.0000
Epoch 1722/7000
0s - loss: 0.0443 - r_coeff: 0.3027 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1869 - val_success_ratio: 1.0000
Epoch 1723/7000
0s - loss: 0.0443 - r_coeff: 0.3028 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1864 - val_success_ratio: 1.0000
Epoch 1724/7000
0s - loss: 0.0443 - r_coeff: 0.3029 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1870 - val_success_ratio: 1.0000
Epoch 1725/7000
0s - loss: 0.0442 - r_coeff: 0.3030 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1865 - val_success_ratio: 1.0000
Epoch 1726/7000
0s - loss: 0.0442 - r_coeff: 0.3030 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1871 - val_success_ratio: 1.0000
Epoch 1727/7000
0s - loss: 0.0442 - r_coeff: 0.3031 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1866 - val_success_ratio: 1.0000
Epoch 1728/7000
0s - loss: 0.0442 - r_coeff: 0.3032 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1873 - val_success_ratio: 1.0000
Epoch 1729/7000
0s - loss: 0.0442 - r_coeff: 0.3033 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1868 - val_success_ratio: 1.0000
Epoch 1730/7000
0s - loss: 0.0442 - r_coeff: 0.3034 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1874 - val_success_ratio: 1.0000
Epoch 1731/7000
0s - loss: 0.0442 - r_coeff: 0.3035 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1869 - val_success_ratio: 1.0000
Epoch 1732/7000
0s - loss: 0.0442 - r_coeff: 0.3035 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1875 - val_success_ratio: 1.0000
Epoch 1733/7000
0s - loss: 0.0442 - r_coeff: 0.3036 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1870 - val_success_ratio: 1.0000
Epoch 1734/7000
0s - loss: 0.0442 - r_coeff: 0.3037 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1876 - val_success_ratio: 1.0000
Epoch 1735/7000
0s - loss: 0.0442 - r_coeff: 0.3038 - success_ratio: 1.0000 - val_loss: 0.0394 - val_r_coeff: 0.1871 - val_success_ratio: 1.0000
Epoch 1736/7000
0s - loss: 0.0442 - r_coeff: 0.3039 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1877 - val_success_ratio: 1.0000
Epoch 1737/7000
0s - loss: 0.0442 - r_coeff: 0.3040 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1872 - val_success_ratio: 1.0000
Epoch 1738/7000
0s - loss: 0.0442 - r_coeff: 0.3040 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1879 - val_success_ratio: 1.0000
Epoch 1739/7000
0s - loss: 0.0442 - r_coeff: 0.3041 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1874 - val_success_ratio: 1.0000
Epoch 1740/7000
0s - loss: 0.0442 - r_coeff: 0.3042 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1880 - val_success_ratio: 1.0000
Epoch 1741/7000
0s - loss: 0.0442 - r_coeff: 0.3043 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1875 - val_success_ratio: 1.0000
Epoch 1742/7000
0s - loss: 0.0442 - r_coeff: 0.3044 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1881 - val_success_ratio: 1.0000
Epoch 1743/7000
0s - loss: 0.0442 - r_coeff: 0.3044 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1876 - val_success_ratio: 1.0000
Epoch 1744/7000
0s - loss: 0.0441 - r_coeff: 0.3045 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1882 - val_success_ratio: 1.0000
Epoch 1745/7000
0s - loss: 0.0441 - r_coeff: 0.3046 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1877 - val_success_ratio: 1.0000
Epoch 1746/7000
0s - loss: 0.0441 - r_coeff: 0.3047 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1884 - val_success_ratio: 1.0000
Epoch 1747/7000
0s - loss: 0.0441 - r_coeff: 0.3048 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1879 - val_success_ratio: 1.0000
Epoch 1748/7000
0s - loss: 0.0441 - r_coeff: 0.3049 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1885 - val_success_ratio: 1.0000
Epoch 1749/7000
0s - loss: 0.0441 - r_coeff: 0.3049 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1880 - val_success_ratio: 1.0000
Epoch 1750/7000
0s - loss: 0.0441 - r_coeff: 0.3050 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1886 - val_success_ratio: 1.0000
Epoch 1751/7000
0s - loss: 0.0441 - r_coeff: 0.3051 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1881 - val_success_ratio: 1.0000
Epoch 1752/7000
0s - loss: 0.0441 - r_coeff: 0.3052 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1887 - val_success_ratio: 1.0000
Epoch 1753/7000
0s - loss: 0.0441 - r_coeff: 0.3053 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1882 - val_success_ratio: 1.0000
Epoch 1754/7000
0s - loss: 0.0441 - r_coeff: 0.3054 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1888 - val_success_ratio: 1.0000
Epoch 1755/7000
0s - loss: 0.0441 - r_coeff: 0.3054 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1883 - val_success_ratio: 1.0000
Epoch 1756/7000
0s - loss: 0.0441 - r_coeff: 0.3055 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1890 - val_success_ratio: 1.0000
Epoch 1757/7000
0s - loss: 0.0441 - r_coeff: 0.3056 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1885 - val_success_ratio: 1.0000
Epoch 1758/7000
0s - loss: 0.0441 - r_coeff: 0.3057 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1891 - val_success_ratio: 1.0000
Epoch 1759/7000
0s - loss: 0.0441 - r_coeff: 0.3058 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1886 - val_success_ratio: 1.0000
Epoch 1760/7000
0s - loss: 0.0441 - r_coeff: 0.3058 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1892 - val_success_ratio: 1.0000
Epoch 1761/7000
0s - loss: 0.0441 - r_coeff: 0.3059 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1887 - val_success_ratio: 1.0000
Epoch 1762/7000
0s - loss: 0.0441 - r_coeff: 0.3060 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1893 - val_success_ratio: 1.0000
Epoch 1763/7000
0s - loss: 0.0440 - r_coeff: 0.3061 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1888 - val_success_ratio: 1.0000
Epoch 1764/7000
0s - loss: 0.0440 - r_coeff: 0.3062 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1895 - val_success_ratio: 1.0000
Epoch 1765/7000
0s - loss: 0.0440 - r_coeff: 0.3063 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1889 - val_success_ratio: 1.0000
Epoch 1766/7000
0s - loss: 0.0440 - r_coeff: 0.3063 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1896 - val_success_ratio: 1.0000
Epoch 1767/7000
0s - loss: 0.0440 - r_coeff: 0.3064 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1891 - val_success_ratio: 1.0000
Epoch 1768/7000
0s - loss: 0.0440 - r_coeff: 0.3065 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1897 - val_success_ratio: 1.0000
Epoch 1769/7000
0s - loss: 0.0440 - r_coeff: 0.3066 - success_ratio: 1.0000 - val_loss: 0.0393 - val_r_coeff: 0.1892 - val_success_ratio: 1.0000
Epoch 1770/7000
0s - loss: 0.0440 - r_coeff: 0.3067 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1898 - val_success_ratio: 1.0000
Epoch 1771/7000
0s - loss: 0.0440 - r_coeff: 0.3067 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1893 - val_success_ratio: 1.0000
Epoch 1772/7000
0s - loss: 0.0440 - r_coeff: 0.3068 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1899 - val_success_ratio: 1.0000
Epoch 1773/7000
0s - loss: 0.0440 - r_coeff: 0.3069 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1894 - val_success_ratio: 1.0000
Epoch 1774/7000
0s - loss: 0.0440 - r_coeff: 0.3070 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1901 - val_success_ratio: 1.0000
Epoch 1775/7000
0s - loss: 0.0440 - r_coeff: 0.3071 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1895 - val_success_ratio: 1.0000
Epoch 1776/7000
0s - loss: 0.0440 - r_coeff: 0.3072 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1902 - val_success_ratio: 1.0000
Epoch 1777/7000
0s - loss: 0.0440 - r_coeff: 0.3072 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1897 - val_success_ratio: 1.0000
Epoch 1778/7000
0s - loss: 0.0440 - r_coeff: 0.3073 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1903 - val_success_ratio: 1.0000
Epoch 1779/7000
0s - loss: 0.0440 - r_coeff: 0.3074 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1898 - val_success_ratio: 1.0000
Epoch 1780/7000
0s - loss: 0.0440 - r_coeff: 0.3075 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1904 - val_success_ratio: 1.0000
Epoch 1781/7000
0s - loss: 0.0440 - r_coeff: 0.3076 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1899 - val_success_ratio: 1.0000
Epoch 1782/7000
0s - loss: 0.0439 - r_coeff: 0.3076 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1905 - val_success_ratio: 1.0000
Epoch 1783/7000
0s - loss: 0.0439 - r_coeff: 0.3077 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1900 - val_success_ratio: 1.0000
Epoch 1784/7000
0s - loss: 0.0439 - r_coeff: 0.3078 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1907 - val_success_ratio: 1.0000
Epoch 1785/7000
0s - loss: 0.0439 - r_coeff: 0.3079 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1901 - val_success_ratio: 1.0000
Epoch 1786/7000
0s - loss: 0.0439 - r_coeff: 0.3080 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1908 - val_success_ratio: 1.0000
Epoch 1787/7000
0s - loss: 0.0439 - r_coeff: 0.3080 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1903 - val_success_ratio: 1.0000
Epoch 1788/7000
0s - loss: 0.0439 - r_coeff: 0.3081 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1909 - val_success_ratio: 1.0000
Epoch 1789/7000
0s - loss: 0.0439 - r_coeff: 0.3082 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1904 - val_success_ratio: 1.0000
Epoch 1790/7000
0s - loss: 0.0439 - r_coeff: 0.3083 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1910 - val_success_ratio: 1.0000
Epoch 1791/7000
0s - loss: 0.0439 - r_coeff: 0.3084 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1905 - val_success_ratio: 1.0000
Epoch 1792/7000
0s - loss: 0.0439 - r_coeff: 0.3085 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1911 - val_success_ratio: 1.0000
Epoch 1793/7000
0s - loss: 0.0439 - r_coeff: 0.3085 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1906 - val_success_ratio: 1.0000
Epoch 1794/7000
0s - loss: 0.0439 - r_coeff: 0.3086 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1913 - val_success_ratio: 1.0000
Epoch 1795/7000
0s - loss: 0.0439 - r_coeff: 0.3087 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1907 - val_success_ratio: 1.0000
Epoch 1796/7000
0s - loss: 0.0439 - r_coeff: 0.3088 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1914 - val_success_ratio: 1.0000
Epoch 1797/7000
0s - loss: 0.0439 - r_coeff: 0.3089 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1909 - val_success_ratio: 1.0000
Epoch 1798/7000
0s - loss: 0.0439 - r_coeff: 0.3089 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1915 - val_success_ratio: 1.0000
Epoch 1799/7000
0s - loss: 0.0439 - r_coeff: 0.3090 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1910 - val_success_ratio: 1.0000
Epoch 1800/7000
0s - loss: 0.0439 - r_coeff: 0.3091 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1916 - val_success_ratio: 1.0000
Epoch 1801/7000
0s - loss: 0.0439 - r_coeff: 0.3092 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1911 - val_success_ratio: 1.0000
Epoch 1802/7000
0s - loss: 0.0438 - r_coeff: 0.3093 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1917 - val_success_ratio: 1.0000
Epoch 1803/7000
0s - loss: 0.0438 - r_coeff: 0.3093 - success_ratio: 1.0000 - val_loss: 0.0392 - val_r_coeff: 0.1912 - val_success_ratio: 1.0000
Epoch 1804/7000
0s - loss: 0.0438 - r_coeff: 0.3094 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1918 - val_success_ratio: 1.0000
Epoch 1805/7000
0s - loss: 0.0438 - r_coeff: 0.3095 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1913 - val_success_ratio: 1.0000
Epoch 1806/7000
0s - loss: 0.0438 - r_coeff: 0.3096 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1920 - val_success_ratio: 1.0000
Epoch 1807/7000
0s - loss: 0.0438 - r_coeff: 0.3097 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1915 - val_success_ratio: 1.0000
Epoch 1808/7000
0s - loss: 0.0438 - r_coeff: 0.3097 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1921 - val_success_ratio: 1.0000
Epoch 1809/7000
0s - loss: 0.0438 - r_coeff: 0.3098 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1916 - val_success_ratio: 1.0000
Epoch 1810/7000
0s - loss: 0.0438 - r_coeff: 0.3099 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1922 - val_success_ratio: 1.0000
Epoch 1811/7000
0s - loss: 0.0438 - r_coeff: 0.3100 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1917 - val_success_ratio: 1.0000
Epoch 1812/7000
0s - loss: 0.0438 - r_coeff: 0.3101 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1923 - val_success_ratio: 1.0000
Epoch 1813/7000
0s - loss: 0.0438 - r_coeff: 0.3101 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1918 - val_success_ratio: 1.0000
Epoch 1814/7000
0s - loss: 0.0438 - r_coeff: 0.3102 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1924 - val_success_ratio: 1.0000
Epoch 1815/7000
0s - loss: 0.0438 - r_coeff: 0.3103 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1919 - val_success_ratio: 1.0000
Epoch 1816/7000
0s - loss: 0.0438 - r_coeff: 0.3104 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1926 - val_success_ratio: 1.0000
Epoch 1817/7000
0s - loss: 0.0438 - r_coeff: 0.3105 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1920 - val_success_ratio: 1.0000
Epoch 1818/7000
0s - loss: 0.0438 - r_coeff: 0.3105 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1927 - val_success_ratio: 1.0000
Epoch 1819/7000
0s - loss: 0.0438 - r_coeff: 0.3106 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1922 - val_success_ratio: 1.0000
Epoch 1820/7000
0s - loss: 0.0438 - r_coeff: 0.3107 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1928 - val_success_ratio: 1.0000
Epoch 1821/7000
0s - loss: 0.0437 - r_coeff: 0.3108 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1923 - val_success_ratio: 1.0000
Epoch 1822/7000
0s - loss: 0.0437 - r_coeff: 0.3109 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1929 - val_success_ratio: 1.0000
Epoch 1823/7000
0s - loss: 0.0437 - r_coeff: 0.3109 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1924 - val_success_ratio: 1.0000
Epoch 1824/7000
0s - loss: 0.0437 - r_coeff: 0.3110 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1930 - val_success_ratio: 1.0000
Epoch 1825/7000
0s - loss: 0.0437 - r_coeff: 0.3111 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1925 - val_success_ratio: 1.0000
Epoch 1826/7000
0s - loss: 0.0437 - r_coeff: 0.3112 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1931 - val_success_ratio: 1.0000
Epoch 1827/7000
0s - loss: 0.0437 - r_coeff: 0.3113 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1926 - val_success_ratio: 1.0000
Epoch 1828/7000
0s - loss: 0.0437 - r_coeff: 0.3113 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1933 - val_success_ratio: 1.0000
Epoch 1829/7000
0s - loss: 0.0437 - r_coeff: 0.3114 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1927 - val_success_ratio: 1.0000
Epoch 1830/7000
0s - loss: 0.0437 - r_coeff: 0.3115 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1934 - val_success_ratio: 1.0000
Epoch 1831/7000
0s - loss: 0.0437 - r_coeff: 0.3116 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1929 - val_success_ratio: 1.0000
Epoch 1832/7000
0s - loss: 0.0437 - r_coeff: 0.3117 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1935 - val_success_ratio: 1.0000
Epoch 1833/7000
0s - loss: 0.0437 - r_coeff: 0.3117 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1930 - val_success_ratio: 1.0000
Epoch 1834/7000
0s - loss: 0.0437 - r_coeff: 0.3118 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1936 - val_success_ratio: 1.0000
Epoch 1835/7000
0s - loss: 0.0437 - r_coeff: 0.3119 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1931 - val_success_ratio: 1.0000
Epoch 1836/7000
0s - loss: 0.0437 - r_coeff: 0.3120 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1937 - val_success_ratio: 1.0000
Epoch 1837/7000
0s - loss: 0.0437 - r_coeff: 0.3121 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1932 - val_success_ratio: 1.0000
Epoch 1838/7000
0s - loss: 0.0437 - r_coeff: 0.3121 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1938 - val_success_ratio: 1.0000
Epoch 1839/7000
0s - loss: 0.0437 - r_coeff: 0.3122 - success_ratio: 1.0000 - val_loss: 0.0391 - val_r_coeff: 0.1933 - val_success_ratio: 1.0000
Epoch 1840/7000
0s - loss: 0.0437 - r_coeff: 0.3123 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1940 - val_success_ratio: 1.0000
Epoch 1841/7000
0s - loss: 0.0436 - r_coeff: 0.3124 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1934 - val_success_ratio: 1.0000
Epoch 1842/7000
0s - loss: 0.0436 - r_coeff: 0.3125 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1941 - val_success_ratio: 1.0000
Epoch 1843/7000
0s - loss: 0.0436 - r_coeff: 0.3125 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1936 - val_success_ratio: 1.0000
Epoch 1844/7000
0s - loss: 0.0436 - r_coeff: 0.3126 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1942 - val_success_ratio: 1.0000
Epoch 1845/7000
0s - loss: 0.0436 - r_coeff: 0.3127 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1937 - val_success_ratio: 1.0000
Epoch 1846/7000
0s - loss: 0.0436 - r_coeff: 0.3128 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1943 - val_success_ratio: 1.0000
Epoch 1847/7000
0s - loss: 0.0436 - r_coeff: 0.3129 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1938 - val_success_ratio: 1.0000
Epoch 1848/7000
0s - loss: 0.0436 - r_coeff: 0.3129 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1944 - val_success_ratio: 1.0000
Epoch 1849/7000
0s - loss: 0.0436 - r_coeff: 0.3130 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1939 - val_success_ratio: 1.0000
Epoch 1850/7000
0s - loss: 0.0436 - r_coeff: 0.3131 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1945 - val_success_ratio: 1.0000
Epoch 1851/7000
0s - loss: 0.0436 - r_coeff: 0.3132 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1940 - val_success_ratio: 1.0000
Epoch 1852/7000
0s - loss: 0.0436 - r_coeff: 0.3133 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1946 - val_success_ratio: 1.0000
Epoch 1853/7000
0s - loss: 0.0436 - r_coeff: 0.3133 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1941 - val_success_ratio: 1.0000
Epoch 1854/7000
0s - loss: 0.0436 - r_coeff: 0.3134 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1948 - val_success_ratio: 1.0000
Epoch 1855/7000
0s - loss: 0.0436 - r_coeff: 0.3135 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1943 - val_success_ratio: 1.0000
Epoch 1856/7000
0s - loss: 0.0436 - r_coeff: 0.3136 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1949 - val_success_ratio: 1.0000
Epoch 1857/7000
0s - loss: 0.0436 - r_coeff: 0.3136 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1944 - val_success_ratio: 1.0000
Epoch 1858/7000
0s - loss: 0.0436 - r_coeff: 0.3137 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1950 - val_success_ratio: 1.0000
Epoch 1859/7000
0s - loss: 0.0436 - r_coeff: 0.3138 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1945 - val_success_ratio: 1.0000
Epoch 1860/7000
0s - loss: 0.0436 - r_coeff: 0.3139 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1951 - val_success_ratio: 1.0000
Epoch 1861/7000
0s - loss: 0.0435 - r_coeff: 0.3140 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1946 - val_success_ratio: 1.0000
Epoch 1862/7000
0s - loss: 0.0435 - r_coeff: 0.3140 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1952 - val_success_ratio: 1.0000
Epoch 1863/7000
0s - loss: 0.0435 - r_coeff: 0.3141 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1947 - val_success_ratio: 1.0000
Epoch 1864/7000
0s - loss: 0.0435 - r_coeff: 0.3142 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1953 - val_success_ratio: 1.0000
Epoch 1865/7000
0s - loss: 0.0435 - r_coeff: 0.3143 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1948 - val_success_ratio: 1.0000
Epoch 1866/7000
0s - loss: 0.0435 - r_coeff: 0.3144 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1955 - val_success_ratio: 1.0000
Epoch 1867/7000
0s - loss: 0.0435 - r_coeff: 0.3144 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1949 - val_success_ratio: 1.0000
Epoch 1868/7000
0s - loss: 0.0435 - r_coeff: 0.3145 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1956 - val_success_ratio: 1.0000
Epoch 1869/7000
0s - loss: 0.0435 - r_coeff: 0.3146 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1951 - val_success_ratio: 1.0000
Epoch 1870/7000
0s - loss: 0.0435 - r_coeff: 0.3147 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1957 - val_success_ratio: 1.0000
Epoch 1871/7000
0s - loss: 0.0435 - r_coeff: 0.3148 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1952 - val_success_ratio: 1.0000
Epoch 1872/7000
0s - loss: 0.0435 - r_coeff: 0.3148 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1958 - val_success_ratio: 1.0000
Epoch 1873/7000
0s - loss: 0.0435 - r_coeff: 0.3149 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1953 - val_success_ratio: 1.0000
Epoch 1874/7000
0s - loss: 0.0435 - r_coeff: 0.3150 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1959 - val_success_ratio: 1.0000
Epoch 1875/7000
0s - loss: 0.0435 - r_coeff: 0.3151 - success_ratio: 1.0000 - val_loss: 0.0390 - val_r_coeff: 0.1954 - val_success_ratio: 1.0000
Epoch 1876/7000
0s - loss: 0.0435 - r_coeff: 0.3151 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1960 - val_success_ratio: 1.0000
Epoch 1877/7000
0s - loss: 0.0435 - r_coeff: 0.3152 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1955 - val_success_ratio: 1.0000
Epoch 1878/7000
0s - loss: 0.0435 - r_coeff: 0.3153 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1961 - val_success_ratio: 1.0000
Epoch 1879/7000
0s - loss: 0.0435 - r_coeff: 0.3154 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1956 - val_success_ratio: 1.0000
Epoch 1880/7000
0s - loss: 0.0435 - r_coeff: 0.3155 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1963 - val_success_ratio: 1.0000
Epoch 1881/7000
0s - loss: 0.0434 - r_coeff: 0.3155 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1957 - val_success_ratio: 1.0000
Epoch 1882/7000
0s - loss: 0.0434 - r_coeff: 0.3156 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1964 - val_success_ratio: 1.0000
Epoch 1883/7000
0s - loss: 0.0434 - r_coeff: 0.3157 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1959 - val_success_ratio: 1.0000
Epoch 1884/7000
0s - loss: 0.0434 - r_coeff: 0.3158 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1965 - val_success_ratio: 1.0000
Epoch 1885/7000
0s - loss: 0.0434 - r_coeff: 0.3158 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1960 - val_success_ratio: 1.0000
Epoch 1886/7000
0s - loss: 0.0434 - r_coeff: 0.3159 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1966 - val_success_ratio: 1.0000
Epoch 1887/7000
0s - loss: 0.0434 - r_coeff: 0.3160 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1961 - val_success_ratio: 1.0000
Epoch 1888/7000
0s - loss: 0.0434 - r_coeff: 0.3161 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1967 - val_success_ratio: 1.0000
Epoch 1889/7000
0s - loss: 0.0434 - r_coeff: 0.3162 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1962 - val_success_ratio: 1.0000
Epoch 1890/7000
0s - loss: 0.0434 - r_coeff: 0.3162 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1968 - val_success_ratio: 1.0000
Epoch 1891/7000
0s - loss: 0.0434 - r_coeff: 0.3163 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1963 - val_success_ratio: 1.0000
Epoch 1892/7000
0s - loss: 0.0434 - r_coeff: 0.3164 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1969 - val_success_ratio: 1.0000
Epoch 1893/7000
0s - loss: 0.0434 - r_coeff: 0.3165 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1964 - val_success_ratio: 1.0000
Epoch 1894/7000
0s - loss: 0.0434 - r_coeff: 0.3165 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1970 - val_success_ratio: 1.0000
Epoch 1895/7000
0s - loss: 0.0434 - r_coeff: 0.3166 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1965 - val_success_ratio: 1.0000
Epoch 1896/7000
0s - loss: 0.0434 - r_coeff: 0.3167 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1972 - val_success_ratio: 1.0000
Epoch 1897/7000
0s - loss: 0.0434 - r_coeff: 0.3168 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1967 - val_success_ratio: 1.0000
Epoch 1898/7000
0s - loss: 0.0434 - r_coeff: 0.3169 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1973 - val_success_ratio: 1.0000
Epoch 1899/7000
0s - loss: 0.0434 - r_coeff: 0.3169 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1968 - val_success_ratio: 1.0000
Epoch 1900/7000
0s - loss: 0.0434 - r_coeff: 0.3170 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1974 - val_success_ratio: 1.0000
Epoch 1901/7000
0s - loss: 0.0433 - r_coeff: 0.3171 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1969 - val_success_ratio: 1.0000
Epoch 1902/7000
0s - loss: 0.0433 - r_coeff: 0.3172 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1975 - val_success_ratio: 1.0000
Epoch 1903/7000
0s - loss: 0.0433 - r_coeff: 0.3172 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1970 - val_success_ratio: 1.0000
Epoch 1904/7000
0s - loss: 0.0433 - r_coeff: 0.3173 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1976 - val_success_ratio: 1.0000
Epoch 1905/7000
0s - loss: 0.0433 - r_coeff: 0.3174 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1971 - val_success_ratio: 1.0000
Epoch 1906/7000
0s - loss: 0.0433 - r_coeff: 0.3175 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1977 - val_success_ratio: 1.0000
Epoch 1907/7000
0s - loss: 0.0433 - r_coeff: 0.3176 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1972 - val_success_ratio: 1.0000
Epoch 1908/7000
0s - loss: 0.0433 - r_coeff: 0.3176 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1978 - val_success_ratio: 1.0000
Epoch 1909/7000
0s - loss: 0.0433 - r_coeff: 0.3177 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1973 - val_success_ratio: 1.0000
Epoch 1910/7000
0s - loss: 0.0433 - r_coeff: 0.3178 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1979 - val_success_ratio: 1.0000
Epoch 1911/7000
0s - loss: 0.0433 - r_coeff: 0.3179 - success_ratio: 1.0000 - val_loss: 0.0389 - val_r_coeff: 0.1974 - val_success_ratio: 1.0000
Epoch 1912/7000
0s - loss: 0.0433 - r_coeff: 0.3179 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1981 - val_success_ratio: 1.0000
Epoch 1913/7000
0s - loss: 0.0433 - r_coeff: 0.3180 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1976 - val_success_ratio: 1.0000
Epoch 1914/7000
0s - loss: 0.0433 - r_coeff: 0.3181 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1982 - val_success_ratio: 1.0000
Epoch 1915/7000
0s - loss: 0.0433 - r_coeff: 0.3182 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1977 - val_success_ratio: 1.0000
Epoch 1916/7000
0s - loss: 0.0433 - r_coeff: 0.3183 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1983 - val_success_ratio: 1.0000
Epoch 1917/7000
0s - loss: 0.0433 - r_coeff: 0.3183 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1978 - val_success_ratio: 1.0000
Epoch 1918/7000
0s - loss: 0.0433 - r_coeff: 0.3184 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1984 - val_success_ratio: 1.0000
Epoch 1919/7000
0s - loss: 0.0433 - r_coeff: 0.3185 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1979 - val_success_ratio: 1.0000
Epoch 1920/7000
0s - loss: 0.0433 - r_coeff: 0.3186 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1985 - val_success_ratio: 1.0000
Epoch 1921/7000
0s - loss: 0.0432 - r_coeff: 0.3186 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1980 - val_success_ratio: 1.0000
Epoch 1922/7000
0s - loss: 0.0432 - r_coeff: 0.3187 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1986 - val_success_ratio: 1.0000
Epoch 1923/7000
0s - loss: 0.0432 - r_coeff: 0.3188 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1981 - val_success_ratio: 1.0000
Epoch 1924/7000
0s - loss: 0.0432 - r_coeff: 0.3189 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1987 - val_success_ratio: 1.0000
Epoch 1925/7000
0s - loss: 0.0432 - r_coeff: 0.3189 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1982 - val_success_ratio: 1.0000
Epoch 1926/7000
0s - loss: 0.0432 - r_coeff: 0.3190 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1988 - val_success_ratio: 1.0000
Epoch 1927/7000
0s - loss: 0.0432 - r_coeff: 0.3191 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1983 - val_success_ratio: 1.0000
Epoch 1928/7000
0s - loss: 0.0432 - r_coeff: 0.3192 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1990 - val_success_ratio: 1.0000
Epoch 1929/7000
0s - loss: 0.0432 - r_coeff: 0.3193 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1984 - val_success_ratio: 1.0000
Epoch 1930/7000
0s - loss: 0.0432 - r_coeff: 0.3193 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1991 - val_success_ratio: 1.0000
Epoch 1931/7000
0s - loss: 0.0432 - r_coeff: 0.3194 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1986 - val_success_ratio: 1.0000
Epoch 1932/7000
0s - loss: 0.0432 - r_coeff: 0.3195 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1992 - val_success_ratio: 1.0000
Epoch 1933/7000
0s - loss: 0.0432 - r_coeff: 0.3196 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1987 - val_success_ratio: 1.0000
Epoch 1934/7000
0s - loss: 0.0432 - r_coeff: 0.3196 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1993 - val_success_ratio: 1.0000
Epoch 1935/7000
0s - loss: 0.0432 - r_coeff: 0.3197 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1988 - val_success_ratio: 1.0000
Epoch 1936/7000
0s - loss: 0.0432 - r_coeff: 0.3198 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1994 - val_success_ratio: 1.0000
Epoch 1937/7000
0s - loss: 0.0432 - r_coeff: 0.3199 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1989 - val_success_ratio: 1.0000
Epoch 1938/7000
0s - loss: 0.0432 - r_coeff: 0.3199 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1995 - val_success_ratio: 1.0000
Epoch 1939/7000
0s - loss: 0.0432 - r_coeff: 0.3200 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1990 - val_success_ratio: 1.0000
Epoch 1940/7000
0s - loss: 0.0432 - r_coeff: 0.3201 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1996 - val_success_ratio: 1.0000
Epoch 1941/7000
0s - loss: 0.0432 - r_coeff: 0.3202 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1991 - val_success_ratio: 1.0000
Epoch 1942/7000
0s - loss: 0.0431 - r_coeff: 0.3202 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1997 - val_success_ratio: 1.0000
Epoch 1943/7000
0s - loss: 0.0431 - r_coeff: 0.3203 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1992 - val_success_ratio: 1.0000
Epoch 1944/7000
0s - loss: 0.0431 - r_coeff: 0.3204 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1998 - val_success_ratio: 1.0000
Epoch 1945/7000
0s - loss: 0.0431 - r_coeff: 0.3205 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1993 - val_success_ratio: 1.0000
Epoch 1946/7000
0s - loss: 0.0431 - r_coeff: 0.3205 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1999 - val_success_ratio: 1.0000
Epoch 1947/7000
0s - loss: 0.0431 - r_coeff: 0.3206 - success_ratio: 1.0000 - val_loss: 0.0388 - val_r_coeff: 0.1994 - val_success_ratio: 1.0000
Epoch 1948/7000
0s - loss: 0.0431 - r_coeff: 0.3207 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2001 - val_success_ratio: 1.0000
Epoch 1949/7000
0s - loss: 0.0431 - r_coeff: 0.3208 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1996 - val_success_ratio: 1.0000
Epoch 1950/7000
0s - loss: 0.0431 - r_coeff: 0.3209 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2002 - val_success_ratio: 1.0000
Epoch 1951/7000
0s - loss: 0.0431 - r_coeff: 0.3209 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1997 - val_success_ratio: 1.0000
Epoch 1952/7000
0s - loss: 0.0431 - r_coeff: 0.3210 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2003 - val_success_ratio: 1.0000
Epoch 1953/7000
0s - loss: 0.0431 - r_coeff: 0.3211 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1998 - val_success_ratio: 1.0000
Epoch 1954/7000
0s - loss: 0.0431 - r_coeff: 0.3212 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2004 - val_success_ratio: 1.0000
Epoch 1955/7000
0s - loss: 0.0431 - r_coeff: 0.3212 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.1999 - val_success_ratio: 1.0000
Epoch 1956/7000
0s - loss: 0.0431 - r_coeff: 0.3213 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2005 - val_success_ratio: 1.0000
Epoch 1957/7000
0s - loss: 0.0431 - r_coeff: 0.3214 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2000 - val_success_ratio: 1.0000
Epoch 1958/7000
0s - loss: 0.0431 - r_coeff: 0.3215 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2006 - val_success_ratio: 1.0000
Epoch 1959/7000
0s - loss: 0.0431 - r_coeff: 0.3215 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2001 - val_success_ratio: 1.0000
Epoch 1960/7000
0s - loss: 0.0431 - r_coeff: 0.3216 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2007 - val_success_ratio: 1.0000
Epoch 1961/7000
0s - loss: 0.0431 - r_coeff: 0.3217 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2002 - val_success_ratio: 1.0000
Epoch 1962/7000
0s - loss: 0.0431 - r_coeff: 0.3218 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2008 - val_success_ratio: 1.0000
Epoch 1963/7000
0s - loss: 0.0430 - r_coeff: 0.3218 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2003 - val_success_ratio: 1.0000
Epoch 1964/7000
0s - loss: 0.0430 - r_coeff: 0.3219 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2009 - val_success_ratio: 1.0000
Epoch 1965/7000
0s - loss: 0.0430 - r_coeff: 0.3220 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2004 - val_success_ratio: 1.0000
Epoch 1966/7000
0s - loss: 0.0430 - r_coeff: 0.3221 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2010 - val_success_ratio: 1.0000
Epoch 1967/7000
0s - loss: 0.0430 - r_coeff: 0.3221 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2005 - val_success_ratio: 1.0000
Epoch 1968/7000
0s - loss: 0.0430 - r_coeff: 0.3222 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2012 - val_success_ratio: 1.0000
Epoch 1969/7000
0s - loss: 0.0430 - r_coeff: 0.3223 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2007 - val_success_ratio: 1.0000
Epoch 1970/7000
0s - loss: 0.0430 - r_coeff: 0.3224 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2013 - val_success_ratio: 1.0000
Epoch 1971/7000
0s - loss: 0.0430 - r_coeff: 0.3224 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2008 - val_success_ratio: 1.0000
Epoch 1972/7000
0s - loss: 0.0430 - r_coeff: 0.3225 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2014 - val_success_ratio: 1.0000
Epoch 1973/7000
0s - loss: 0.0430 - r_coeff: 0.3226 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2009 - val_success_ratio: 1.0000
Epoch 1974/7000
0s - loss: 0.0430 - r_coeff: 0.3227 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2015 - val_success_ratio: 1.0000
Epoch 1975/7000
0s - loss: 0.0430 - r_coeff: 0.3227 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2010 - val_success_ratio: 1.0000
Epoch 1976/7000
0s - loss: 0.0430 - r_coeff: 0.3228 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2016 - val_success_ratio: 1.0000
Epoch 1977/7000
0s - loss: 0.0430 - r_coeff: 0.3229 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2011 - val_success_ratio: 1.0000
Epoch 1978/7000
0s - loss: 0.0430 - r_coeff: 0.3230 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2017 - val_success_ratio: 1.0000
Epoch 1979/7000
0s - loss: 0.0430 - r_coeff: 0.3230 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2012 - val_success_ratio: 1.0000
Epoch 1980/7000
0s - loss: 0.0430 - r_coeff: 0.3231 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2018 - val_success_ratio: 1.0000
Epoch 1981/7000
0s - loss: 0.0430 - r_coeff: 0.3232 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2013 - val_success_ratio: 1.0000
Epoch 1982/7000
0s - loss: 0.0430 - r_coeff: 0.3233 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2019 - val_success_ratio: 1.0000
Epoch 1983/7000
0s - loss: 0.0430 - r_coeff: 0.3233 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2014 - val_success_ratio: 1.0000
Epoch 1984/7000
0s - loss: 0.0429 - r_coeff: 0.3234 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2020 - val_success_ratio: 1.0000
Epoch 1985/7000
0s - loss: 0.0429 - r_coeff: 0.3235 - success_ratio: 1.0000 - val_loss: 0.0387 - val_r_coeff: 0.2015 - val_success_ratio: 1.0000
Epoch 1986/7000
0s - loss: 0.0429 - r_coeff: 0.3236 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2021 - val_success_ratio: 1.0000
Epoch 1987/7000
0s - loss: 0.0429 - r_coeff: 0.3236 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2016 - val_success_ratio: 1.0000
Epoch 1988/7000
0s - loss: 0.0429 - r_coeff: 0.3237 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2022 - val_success_ratio: 1.0000
Epoch 1989/7000
0s - loss: 0.0429 - r_coeff: 0.3238 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2017 - val_success_ratio: 1.0000
Epoch 1990/7000
0s - loss: 0.0429 - r_coeff: 0.3239 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2023 - val_success_ratio: 1.0000
Epoch 1991/7000
0s - loss: 0.0429 - r_coeff: 0.3239 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2018 - val_success_ratio: 1.0000
Epoch 1992/7000
0s - loss: 0.0429 - r_coeff: 0.3240 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2024 - val_success_ratio: 1.0000
Epoch 1993/7000
0s - loss: 0.0429 - r_coeff: 0.3241 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2020 - val_success_ratio: 1.0000
Epoch 1994/7000
0s - loss: 0.0429 - r_coeff: 0.3242 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2026 - val_success_ratio: 1.0000
Epoch 1995/7000
0s - loss: 0.0429 - r_coeff: 0.3242 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2021 - val_success_ratio: 1.0000
Epoch 1996/7000
0s - loss: 0.0429 - r_coeff: 0.3243 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2027 - val_success_ratio: 1.0000
Epoch 1997/7000
0s - loss: 0.0429 - r_coeff: 0.3244 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2022 - val_success_ratio: 1.0000
Epoch 1998/7000
0s - loss: 0.0429 - r_coeff: 0.3245 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2028 - val_success_ratio: 1.0000
Epoch 1999/7000
0s - loss: 0.0429 - r_coeff: 0.3245 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2023 - val_success_ratio: 1.0000
Epoch 2000/7000
0s - loss: 0.0429 - r_coeff: 0.3246 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2029 - val_success_ratio: 1.0000
Epoch 2001/7000
0s - loss: 0.0429 - r_coeff: 0.3247 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2024 - val_success_ratio: 1.0000
Epoch 2002/7000
0s - loss: 0.0429 - r_coeff: 0.3248 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2030 - val_success_ratio: 1.0000
Epoch 2003/7000
0s - loss: 0.0429 - r_coeff: 0.3248 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2025 - val_success_ratio: 1.0000
Epoch 2004/7000
0s - loss: 0.0429 - r_coeff: 0.3249 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2031 - val_success_ratio: 1.0000
Epoch 2005/7000
0s - loss: 0.0428 - r_coeff: 0.3250 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2026 - val_success_ratio: 1.0000
Epoch 2006/7000
0s - loss: 0.0428 - r_coeff: 0.3251 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2032 - val_success_ratio: 1.0000
Epoch 2007/7000
0s - loss: 0.0428 - r_coeff: 0.3251 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2027 - val_success_ratio: 1.0000
Epoch 2008/7000
0s - loss: 0.0428 - r_coeff: 0.3252 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2033 - val_success_ratio: 1.0000
Epoch 2009/7000
0s - loss: 0.0428 - r_coeff: 0.3253 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2028 - val_success_ratio: 1.0000
Epoch 2010/7000
0s - loss: 0.0428 - r_coeff: 0.3253 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2034 - val_success_ratio: 1.0000
Epoch 2011/7000
0s - loss: 0.0428 - r_coeff: 0.3254 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2029 - val_success_ratio: 1.0000
Epoch 2012/7000
0s - loss: 0.0428 - r_coeff: 0.3255 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2035 - val_success_ratio: 1.0000
Epoch 2013/7000
0s - loss: 0.0428 - r_coeff: 0.3256 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2030 - val_success_ratio: 1.0000
Epoch 2014/7000
0s - loss: 0.0428 - r_coeff: 0.3256 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2036 - val_success_ratio: 1.0000
Epoch 2015/7000
0s - loss: 0.0428 - r_coeff: 0.3257 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2031 - val_success_ratio: 1.0000
Epoch 2016/7000
0s - loss: 0.0428 - r_coeff: 0.3258 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2037 - val_success_ratio: 1.0000
Epoch 2017/7000
0s - loss: 0.0428 - r_coeff: 0.3259 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2032 - val_success_ratio: 1.0000
Epoch 2018/7000
0s - loss: 0.0428 - r_coeff: 0.3259 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2038 - val_success_ratio: 1.0000
Epoch 2019/7000
0s - loss: 0.0428 - r_coeff: 0.3260 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2033 - val_success_ratio: 1.0000
Epoch 2020/7000
0s - loss: 0.0428 - r_coeff: 0.3261 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2039 - val_success_ratio: 1.0000
Epoch 2021/7000
0s - loss: 0.0428 - r_coeff: 0.3262 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2034 - val_success_ratio: 1.0000
Epoch 2022/7000
0s - loss: 0.0428 - r_coeff: 0.3262 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2040 - val_success_ratio: 1.0000
Epoch 2023/7000
0s - loss: 0.0428 - r_coeff: 0.3263 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2036 - val_success_ratio: 1.0000
Epoch 2024/7000
0s - loss: 0.0428 - r_coeff: 0.3264 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2042 - val_success_ratio: 1.0000
Epoch 2025/7000
0s - loss: 0.0428 - r_coeff: 0.3265 - success_ratio: 1.0000 - val_loss: 0.0386 - val_r_coeff: 0.2037 - val_success_ratio: 1.0000
Epoch 2026/7000
0s - loss: 0.0427 - r_coeff: 0.3265 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2043 - val_success_ratio: 1.0000
Epoch 2027/7000
0s - loss: 0.0427 - r_coeff: 0.3266 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2038 - val_success_ratio: 1.0000
Epoch 2028/7000
0s - loss: 0.0427 - r_coeff: 0.3267 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2044 - val_success_ratio: 1.0000
Epoch 2029/7000
0s - loss: 0.0427 - r_coeff: 0.3267 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2039 - val_success_ratio: 1.0000
Epoch 2030/7000
0s - loss: 0.0427 - r_coeff: 0.3268 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2045 - val_success_ratio: 1.0000
Epoch 2031/7000
0s - loss: 0.0427 - r_coeff: 0.3269 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2040 - val_success_ratio: 1.0000
Epoch 2032/7000
0s - loss: 0.0427 - r_coeff: 0.3270 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2046 - val_success_ratio: 1.0000
Epoch 2033/7000
0s - loss: 0.0427 - r_coeff: 0.3270 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2041 - val_success_ratio: 1.0000
Epoch 2034/7000
0s - loss: 0.0427 - r_coeff: 0.3271 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2047 - val_success_ratio: 1.0000
Epoch 2035/7000
0s - loss: 0.0427 - r_coeff: 0.3272 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2042 - val_success_ratio: 1.0000
Epoch 2036/7000
0s - loss: 0.0427 - r_coeff: 0.3273 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2048 - val_success_ratio: 1.0000
Epoch 2037/7000
0s - loss: 0.0427 - r_coeff: 0.3273 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2043 - val_success_ratio: 1.0000
Epoch 2038/7000
0s - loss: 0.0427 - r_coeff: 0.3274 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2049 - val_success_ratio: 1.0000
Epoch 2039/7000
0s - loss: 0.0427 - r_coeff: 0.3275 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2044 - val_success_ratio: 1.0000
Epoch 2040/7000
0s - loss: 0.0427 - r_coeff: 0.3275 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2050 - val_success_ratio: 1.0000
Epoch 2041/7000
0s - loss: 0.0427 - r_coeff: 0.3276 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2045 - val_success_ratio: 1.0000
Epoch 2042/7000
0s - loss: 0.0427 - r_coeff: 0.3277 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2051 - val_success_ratio: 1.0000
Epoch 2043/7000
0s - loss: 0.0427 - r_coeff: 0.3278 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2046 - val_success_ratio: 1.0000
Epoch 2044/7000
0s - loss: 0.0427 - r_coeff: 0.3278 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2052 - val_success_ratio: 1.0000
Epoch 2045/7000
0s - loss: 0.0427 - r_coeff: 0.3279 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2047 - val_success_ratio: 1.0000
Epoch 2046/7000
0s - loss: 0.0427 - r_coeff: 0.3280 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2053 - val_success_ratio: 1.0000
Epoch 2047/7000
0s - loss: 0.0427 - r_coeff: 0.3281 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2048 - val_success_ratio: 1.0000
Epoch 2048/7000
0s - loss: 0.0426 - r_coeff: 0.3281 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2054 - val_success_ratio: 1.0000
Epoch 2049/7000
0s - loss: 0.0426 - r_coeff: 0.3282 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2049 - val_success_ratio: 1.0000
Epoch 2050/7000
0s - loss: 0.0426 - r_coeff: 0.3283 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2055 - val_success_ratio: 1.0000
Epoch 2051/7000
0s - loss: 0.0426 - r_coeff: 0.3283 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2050 - val_success_ratio: 1.0000
Epoch 2052/7000
0s - loss: 0.0426 - r_coeff: 0.3284 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2056 - val_success_ratio: 1.0000
Epoch 2053/7000
0s - loss: 0.0426 - r_coeff: 0.3285 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2051 - val_success_ratio: 1.0000
Epoch 2054/7000
0s - loss: 0.0426 - r_coeff: 0.3286 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2057 - val_success_ratio: 1.0000
Epoch 2055/7000
0s - loss: 0.0426 - r_coeff: 0.3286 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2052 - val_success_ratio: 1.0000
Epoch 2056/7000
0s - loss: 0.0426 - r_coeff: 0.3287 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2058 - val_success_ratio: 1.0000
Epoch 2057/7000
0s - loss: 0.0426 - r_coeff: 0.3288 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2053 - val_success_ratio: 1.0000
Epoch 2058/7000
0s - loss: 0.0426 - r_coeff: 0.3289 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2059 - val_success_ratio: 1.0000
Epoch 2059/7000
0s - loss: 0.0426 - r_coeff: 0.3289 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2054 - val_success_ratio: 1.0000
Epoch 2060/7000
0s - loss: 0.0426 - r_coeff: 0.3290 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2060 - val_success_ratio: 1.0000
Epoch 2061/7000
0s - loss: 0.0426 - r_coeff: 0.3291 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2055 - val_success_ratio: 1.0000
Epoch 2062/7000
0s - loss: 0.0426 - r_coeff: 0.3291 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2061 - val_success_ratio: 1.0000
Epoch 2063/7000
0s - loss: 0.0426 - r_coeff: 0.3292 - success_ratio: 1.0000 - val_loss: 0.0385 - val_r_coeff: 0.2057 - val_success_ratio: 1.0000
Epoch 2064/7000
0s - loss: 0.0426 - r_coeff: 0.3293 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2062 - val_success_ratio: 1.0000
Epoch 2065/7000
0s - loss: 0.0426 - r_coeff: 0.3294 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2058 - val_success_ratio: 1.0000
Epoch 2066/7000
0s - loss: 0.0426 - r_coeff: 0.3294 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2063 - val_success_ratio: 1.0000
Epoch 2067/7000
0s - loss: 0.0426 - r_coeff: 0.3295 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2059 - val_success_ratio: 1.0000
Epoch 2068/7000
0s - loss: 0.0426 - r_coeff: 0.3296 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2064 - val_success_ratio: 1.0000
Epoch 2069/7000
0s - loss: 0.0426 - r_coeff: 0.3296 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2060 - val_success_ratio: 1.0000
Epoch 2070/7000
0s - loss: 0.0425 - r_coeff: 0.3297 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2065 - val_success_ratio: 1.0000
Epoch 2071/7000
0s - loss: 0.0425 - r_coeff: 0.3298 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2061 - val_success_ratio: 1.0000
Epoch 2072/7000
0s - loss: 0.0425 - r_coeff: 0.3299 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2067 - val_success_ratio: 1.0000
Epoch 2073/7000
0s - loss: 0.0425 - r_coeff: 0.3299 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2062 - val_success_ratio: 1.0000
Epoch 2074/7000
0s - loss: 0.0425 - r_coeff: 0.3300 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2068 - val_success_ratio: 1.0000
Epoch 2075/7000
0s - loss: 0.0425 - r_coeff: 0.3301 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2063 - val_success_ratio: 1.0000
Epoch 2076/7000
0s - loss: 0.0425 - r_coeff: 0.3301 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2069 - val_success_ratio: 1.0000
Epoch 2077/7000
0s - loss: 0.0425 - r_coeff: 0.3302 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2064 - val_success_ratio: 1.0000
Epoch 2078/7000
0s - loss: 0.0425 - r_coeff: 0.3303 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2070 - val_success_ratio: 1.0000
Epoch 2079/7000
0s - loss: 0.0425 - r_coeff: 0.3304 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2065 - val_success_ratio: 1.0000
Epoch 2080/7000
0s - loss: 0.0425 - r_coeff: 0.3304 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2071 - val_success_ratio: 1.0000
Epoch 2081/7000
0s - loss: 0.0425 - r_coeff: 0.3305 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2066 - val_success_ratio: 1.0000
Epoch 2082/7000
0s - loss: 0.0425 - r_coeff: 0.3306 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2072 - val_success_ratio: 1.0000
Epoch 2083/7000
0s - loss: 0.0425 - r_coeff: 0.3306 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2067 - val_success_ratio: 1.0000
Epoch 2084/7000
0s - loss: 0.0425 - r_coeff: 0.3307 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2073 - val_success_ratio: 1.0000
Epoch 2085/7000
0s - loss: 0.0425 - r_coeff: 0.3308 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2068 - val_success_ratio: 1.0000
Epoch 2086/7000
0s - loss: 0.0425 - r_coeff: 0.3309 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2074 - val_success_ratio: 1.0000
Epoch 2087/7000
0s - loss: 0.0425 - r_coeff: 0.3309 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2069 - val_success_ratio: 1.0000
Epoch 2088/7000
0s - loss: 0.0425 - r_coeff: 0.3310 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2075 - val_success_ratio: 1.0000
Epoch 2089/7000
0s - loss: 0.0425 - r_coeff: 0.3311 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2070 - val_success_ratio: 1.0000
Epoch 2090/7000
0s - loss: 0.0425 - r_coeff: 0.3311 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2076 - val_success_ratio: 1.0000
Epoch 2091/7000
0s - loss: 0.0425 - r_coeff: 0.3312 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2071 - val_success_ratio: 1.0000
Epoch 2092/7000
0s - loss: 0.0424 - r_coeff: 0.3313 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2077 - val_success_ratio: 1.0000
Epoch 2093/7000
0s - loss: 0.0424 - r_coeff: 0.3314 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2072 - val_success_ratio: 1.0000
Epoch 2094/7000
0s - loss: 0.0424 - r_coeff: 0.3314 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2078 - val_success_ratio: 1.0000
Epoch 2095/7000
0s - loss: 0.0424 - r_coeff: 0.3315 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2073 - val_success_ratio: 1.0000
Epoch 2096/7000
0s - loss: 0.0424 - r_coeff: 0.3316 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2079 - val_success_ratio: 1.0000
Epoch 2097/7000
0s - loss: 0.0424 - r_coeff: 0.3316 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2074 - val_success_ratio: 1.0000
Epoch 2098/7000
0s - loss: 0.0424 - r_coeff: 0.3317 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2080 - val_success_ratio: 1.0000
Epoch 2099/7000
0s - loss: 0.0424 - r_coeff: 0.3318 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2075 - val_success_ratio: 1.0000
Epoch 2100/7000
0s - loss: 0.0424 - r_coeff: 0.3319 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2081 - val_success_ratio: 1.0000
Epoch 2101/7000
0s - loss: 0.0424 - r_coeff: 0.3319 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2076 - val_success_ratio: 1.0000
Epoch 2102/7000
0s - loss: 0.0424 - r_coeff: 0.3320 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2082 - val_success_ratio: 1.0000
Epoch 2103/7000
0s - loss: 0.0424 - r_coeff: 0.3321 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2077 - val_success_ratio: 1.0000
Epoch 2104/7000
0s - loss: 0.0424 - r_coeff: 0.3321 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2083 - val_success_ratio: 1.0000
Epoch 2105/7000
0s - loss: 0.0424 - r_coeff: 0.3322 - success_ratio: 1.0000 - val_loss: 0.0384 - val_r_coeff: 0.2078 - val_success_ratio: 1.0000
Epoch 2106/7000
0s - loss: 0.0424 - r_coeff: 0.3323 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2084 - val_success_ratio: 1.0000
Epoch 2107/7000
0s - loss: 0.0424 - r_coeff: 0.3323 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2079 - val_success_ratio: 1.0000
Epoch 2108/7000
0s - loss: 0.0424 - r_coeff: 0.3324 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2085 - val_success_ratio: 1.0000
Epoch 2109/7000
0s - loss: 0.0424 - r_coeff: 0.3325 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2080 - val_success_ratio: 1.0000
Epoch 2110/7000
0s - loss: 0.0424 - r_coeff: 0.3326 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2086 - val_success_ratio: 1.0000
Epoch 2111/7000
0s - loss: 0.0424 - r_coeff: 0.3326 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2081 - val_success_ratio: 1.0000
Epoch 2112/7000
0s - loss: 0.0424 - r_coeff: 0.3327 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2087 - val_success_ratio: 1.0000
Epoch 2113/7000
0s - loss: 0.0424 - r_coeff: 0.3328 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2082 - val_success_ratio: 1.0000
Epoch 2114/7000
0s - loss: 0.0423 - r_coeff: 0.3328 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2088 - val_success_ratio: 1.0000
Epoch 2115/7000
0s - loss: 0.0423 - r_coeff: 0.3329 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2083 - val_success_ratio: 1.0000
Epoch 2116/7000
0s - loss: 0.0423 - r_coeff: 0.3330 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2089 - val_success_ratio: 1.0000
Epoch 2117/7000
0s - loss: 0.0423 - r_coeff: 0.3330 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2084 - val_success_ratio: 1.0000
Epoch 2118/7000
0s - loss: 0.0423 - r_coeff: 0.3331 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2090 - val_success_ratio: 1.0000
Epoch 2119/7000
0s - loss: 0.0423 - r_coeff: 0.3332 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2085 - val_success_ratio: 1.0000
Epoch 2120/7000
0s - loss: 0.0423 - r_coeff: 0.3333 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2091 - val_success_ratio: 1.0000
Epoch 2121/7000
0s - loss: 0.0423 - r_coeff: 0.3333 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2086 - val_success_ratio: 1.0000
Epoch 2122/7000
0s - loss: 0.0423 - r_coeff: 0.3334 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2092 - val_success_ratio: 1.0000
Epoch 2123/7000
0s - loss: 0.0423 - r_coeff: 0.3335 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2087 - val_success_ratio: 1.0000
Epoch 2124/7000
0s - loss: 0.0423 - r_coeff: 0.3335 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2093 - val_success_ratio: 1.0000
Epoch 2125/7000
0s - loss: 0.0423 - r_coeff: 0.3336 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2088 - val_success_ratio: 1.0000
Epoch 2126/7000
0s - loss: 0.0423 - r_coeff: 0.3337 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2094 - val_success_ratio: 1.0000
Epoch 2127/7000
0s - loss: 0.0423 - r_coeff: 0.3337 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2089 - val_success_ratio: 1.0000
Epoch 2128/7000
0s - loss: 0.0423 - r_coeff: 0.3338 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2095 - val_success_ratio: 1.0000
Epoch 2129/7000
0s - loss: 0.0423 - r_coeff: 0.3339 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2090 - val_success_ratio: 1.0000
Epoch 2130/7000
0s - loss: 0.0423 - r_coeff: 0.3340 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2096 - val_success_ratio: 1.0000
Epoch 2131/7000
0s - loss: 0.0423 - r_coeff: 0.3340 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2091 - val_success_ratio: 1.0000
Epoch 2132/7000
0s - loss: 0.0423 - r_coeff: 0.3341 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2097 - val_success_ratio: 1.0000
Epoch 2133/7000
0s - loss: 0.0423 - r_coeff: 0.3342 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2092 - val_success_ratio: 1.0000
Epoch 2134/7000
0s - loss: 0.0423 - r_coeff: 0.3342 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2098 - val_success_ratio: 1.0000
Epoch 2135/7000
0s - loss: 0.0423 - r_coeff: 0.3343 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2093 - val_success_ratio: 1.0000
Epoch 2136/7000
0s - loss: 0.0423 - r_coeff: 0.3344 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2099 - val_success_ratio: 1.0000
Epoch 2137/7000
0s - loss: 0.0422 - r_coeff: 0.3344 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2094 - val_success_ratio: 1.0000
Epoch 2138/7000
0s - loss: 0.0422 - r_coeff: 0.3345 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2100 - val_success_ratio: 1.0000
Epoch 2139/7000
0s - loss: 0.0422 - r_coeff: 0.3346 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2095 - val_success_ratio: 1.0000
Epoch 2140/7000
0s - loss: 0.0422 - r_coeff: 0.3347 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2101 - val_success_ratio: 1.0000
Epoch 2141/7000
0s - loss: 0.0422 - r_coeff: 0.3347 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2096 - val_success_ratio: 1.0000
Epoch 2142/7000
0s - loss: 0.0422 - r_coeff: 0.3348 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2102 - val_success_ratio: 1.0000
Epoch 2143/7000
0s - loss: 0.0422 - r_coeff: 0.3349 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2097 - val_success_ratio: 1.0000
Epoch 2144/7000
0s - loss: 0.0422 - r_coeff: 0.3349 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2103 - val_success_ratio: 1.0000
Epoch 2145/7000
0s - loss: 0.0422 - r_coeff: 0.3350 - success_ratio: 1.0000 - val_loss: 0.0383 - val_r_coeff: 0.2098 - val_success_ratio: 1.0000
Epoch 2146/7000
0s - loss: 0.0422 - r_coeff: 0.3351 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2104 - val_success_ratio: 1.0000
Epoch 2147/7000
0s - loss: 0.0422 - r_coeff: 0.3351 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2099 - val_success_ratio: 1.0000
Epoch 2148/7000
0s - loss: 0.0422 - r_coeff: 0.3352 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2105 - val_success_ratio: 1.0000
Epoch 2149/7000
0s - loss: 0.0422 - r_coeff: 0.3353 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2100 - val_success_ratio: 1.0000
Epoch 2150/7000
0s - loss: 0.0422 - r_coeff: 0.3353 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2106 - val_success_ratio: 1.0000
Epoch 2151/7000
0s - loss: 0.0422 - r_coeff: 0.3354 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2101 - val_success_ratio: 1.0000
Epoch 2152/7000
0s - loss: 0.0422 - r_coeff: 0.3355 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2107 - val_success_ratio: 1.0000
Epoch 2153/7000
0s - loss: 0.0422 - r_coeff: 0.3355 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2102 - val_success_ratio: 1.0000
Epoch 2154/7000
0s - loss: 0.0422 - r_coeff: 0.3356 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2108 - val_success_ratio: 1.0000
Epoch 2155/7000
0s - loss: 0.0422 - r_coeff: 0.3357 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2103 - val_success_ratio: 1.0000
Epoch 2156/7000
0s - loss: 0.0422 - r_coeff: 0.3358 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2109 - val_success_ratio: 1.0000
Epoch 2157/7000
0s - loss: 0.0422 - r_coeff: 0.3358 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2104 - val_success_ratio: 1.0000
Epoch 2158/7000
0s - loss: 0.0422 - r_coeff: 0.3359 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2110 - val_success_ratio: 1.0000
Epoch 2159/7000
0s - loss: 0.0422 - r_coeff: 0.3360 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2105 - val_success_ratio: 1.0000
Epoch 2160/7000
0s - loss: 0.0421 - r_coeff: 0.3360 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2111 - val_success_ratio: 1.0000
Epoch 2161/7000
0s - loss: 0.0421 - r_coeff: 0.3361 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2106 - val_success_ratio: 1.0000
Epoch 2162/7000
0s - loss: 0.0421 - r_coeff: 0.3362 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2112 - val_success_ratio: 1.0000
Epoch 2163/7000
0s - loss: 0.0421 - r_coeff: 0.3362 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2107 - val_success_ratio: 1.0000
Epoch 2164/7000
0s - loss: 0.0421 - r_coeff: 0.3363 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2112 - val_success_ratio: 1.0000
Epoch 2165/7000
0s - loss: 0.0421 - r_coeff: 0.3364 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2108 - val_success_ratio: 1.0000
Epoch 2166/7000
0s - loss: 0.0421 - r_coeff: 0.3364 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2113 - val_success_ratio: 1.0000
Epoch 2167/7000
0s - loss: 0.0421 - r_coeff: 0.3365 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2109 - val_success_ratio: 1.0000
Epoch 2168/7000
0s - loss: 0.0421 - r_coeff: 0.3366 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2114 - val_success_ratio: 1.0000
Epoch 2169/7000
0s - loss: 0.0421 - r_coeff: 0.3366 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2110 - val_success_ratio: 1.0000
Epoch 2170/7000
0s - loss: 0.0421 - r_coeff: 0.3367 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2115 - val_success_ratio: 1.0000
Epoch 2171/7000
0s - loss: 0.0421 - r_coeff: 0.3368 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2111 - val_success_ratio: 1.0000
Epoch 2172/7000
0s - loss: 0.0421 - r_coeff: 0.3368 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2116 - val_success_ratio: 1.0000
Epoch 2173/7000
0s - loss: 0.0421 - r_coeff: 0.3369 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2112 - val_success_ratio: 1.0000
Epoch 2174/7000
0s - loss: 0.0421 - r_coeff: 0.3370 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2117 - val_success_ratio: 1.0000
Epoch 2175/7000
0s - loss: 0.0421 - r_coeff: 0.3371 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2113 - val_success_ratio: 1.0000
Epoch 2176/7000
0s - loss: 0.0421 - r_coeff: 0.3371 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2118 - val_success_ratio: 1.0000
Epoch 2177/7000
0s - loss: 0.0421 - r_coeff: 0.3372 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2114 - val_success_ratio: 1.0000
Epoch 2178/7000
0s - loss: 0.0421 - r_coeff: 0.3373 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2119 - val_success_ratio: 1.0000
Epoch 2179/7000
0s - loss: 0.0421 - r_coeff: 0.3373 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2115 - val_success_ratio: 1.0000
Epoch 2180/7000
0s - loss: 0.0421 - r_coeff: 0.3374 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2120 - val_success_ratio: 1.0000
Epoch 2181/7000
0s - loss: 0.0421 - r_coeff: 0.3375 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2116 - val_success_ratio: 1.0000
Epoch 2182/7000
0s - loss: 0.0421 - r_coeff: 0.3375 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2121 - val_success_ratio: 1.0000
Epoch 2183/7000
0s - loss: 0.0420 - r_coeff: 0.3376 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2117 - val_success_ratio: 1.0000
Epoch 2184/7000
0s - loss: 0.0420 - r_coeff: 0.3377 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2122 - val_success_ratio: 1.0000
Epoch 2185/7000
0s - loss: 0.0420 - r_coeff: 0.3377 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2118 - val_success_ratio: 1.0000
Epoch 2186/7000
0s - loss: 0.0420 - r_coeff: 0.3378 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2123 - val_success_ratio: 1.0000
Epoch 2187/7000
0s - loss: 0.0420 - r_coeff: 0.3379 - success_ratio: 1.0000 - val_loss: 0.0382 - val_r_coeff: 0.2119 - val_success_ratio: 1.0000
Epoch 2188/7000
0s - loss: 0.0420 - r_coeff: 0.3379 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2124 - val_success_ratio: 1.0000
Epoch 2189/7000
0s - loss: 0.0420 - r_coeff: 0.3380 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2119 - val_success_ratio: 1.0000
Epoch 2190/7000
0s - loss: 0.0420 - r_coeff: 0.3381 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2125 - val_success_ratio: 1.0000
Epoch 2191/7000
0s - loss: 0.0420 - r_coeff: 0.3381 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2120 - val_success_ratio: 1.0000
Epoch 2192/7000
0s - loss: 0.0420 - r_coeff: 0.3382 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2126 - val_success_ratio: 1.0000
Epoch 2193/7000
0s - loss: 0.0420 - r_coeff: 0.3383 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2121 - val_success_ratio: 1.0000
Epoch 2194/7000
0s - loss: 0.0420 - r_coeff: 0.3383 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2127 - val_success_ratio: 1.0000
Epoch 2195/7000
0s - loss: 0.0420 - r_coeff: 0.3384 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2122 - val_success_ratio: 1.0000
Epoch 2196/7000
0s - loss: 0.0420 - r_coeff: 0.3385 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2128 - val_success_ratio: 1.0000
Epoch 2197/7000
0s - loss: 0.0420 - r_coeff: 0.3385 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2123 - val_success_ratio: 1.0000
Epoch 2198/7000
0s - loss: 0.0420 - r_coeff: 0.3386 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2129 - val_success_ratio: 1.0000
Epoch 2199/7000
0s - loss: 0.0420 - r_coeff: 0.3387 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2124 - val_success_ratio: 1.0000
Epoch 2200/7000
0s - loss: 0.0420 - r_coeff: 0.3387 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2130 - val_success_ratio: 1.0000
Epoch 2201/7000
0s - loss: 0.0420 - r_coeff: 0.3388 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2125 - val_success_ratio: 1.0000
Epoch 2202/7000
0s - loss: 0.0420 - r_coeff: 0.3389 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2131 - val_success_ratio: 1.0000
Epoch 2203/7000
0s - loss: 0.0420 - r_coeff: 0.3389 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2126 - val_success_ratio: 1.0000
Epoch 2204/7000
0s - loss: 0.0420 - r_coeff: 0.3390 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2132 - val_success_ratio: 1.0000
Epoch 2205/7000
0s - loss: 0.0420 - r_coeff: 0.3391 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2127 - val_success_ratio: 1.0000
Epoch 2206/7000
0s - loss: 0.0419 - r_coeff: 0.3391 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2133 - val_success_ratio: 1.0000
Epoch 2207/7000
0s - loss: 0.0419 - r_coeff: 0.3392 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2128 - val_success_ratio: 1.0000
Epoch 2208/7000
0s - loss: 0.0419 - r_coeff: 0.3393 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2134 - val_success_ratio: 1.0000
Epoch 2209/7000
0s - loss: 0.0419 - r_coeff: 0.3393 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2129 - val_success_ratio: 1.0000
Epoch 2210/7000
0s - loss: 0.0419 - r_coeff: 0.3394 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2134 - val_success_ratio: 1.0000
Epoch 2211/7000
0s - loss: 0.0419 - r_coeff: 0.3395 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2130 - val_success_ratio: 1.0000
Epoch 2212/7000
0s - loss: 0.0419 - r_coeff: 0.3395 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2135 - val_success_ratio: 1.0000
Epoch 2213/7000
0s - loss: 0.0419 - r_coeff: 0.3396 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2131 - val_success_ratio: 1.0000
Epoch 2214/7000
0s - loss: 0.0419 - r_coeff: 0.3397 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2136 - val_success_ratio: 1.0000
Epoch 2215/7000
0s - loss: 0.0419 - r_coeff: 0.3397 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2132 - val_success_ratio: 1.0000
Epoch 2216/7000
0s - loss: 0.0419 - r_coeff: 0.3398 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2137 - val_success_ratio: 1.0000
Epoch 2217/7000
0s - loss: 0.0419 - r_coeff: 0.3399 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2133 - val_success_ratio: 1.0000
Epoch 2218/7000
0s - loss: 0.0419 - r_coeff: 0.3399 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2138 - val_success_ratio: 1.0000
Epoch 2219/7000
0s - loss: 0.0419 - r_coeff: 0.3400 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2134 - val_success_ratio: 1.0000
Epoch 2220/7000
0s - loss: 0.0419 - r_coeff: 0.3401 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2139 - val_success_ratio: 1.0000
Epoch 2221/7000
0s - loss: 0.0419 - r_coeff: 0.3401 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2135 - val_success_ratio: 1.0000
Epoch 2222/7000
0s - loss: 0.0419 - r_coeff: 0.3402 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2140 - val_success_ratio: 1.0000
Epoch 2223/7000
0s - loss: 0.0419 - r_coeff: 0.3403 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2136 - val_success_ratio: 1.0000
Epoch 2224/7000
0s - loss: 0.0419 - r_coeff: 0.3403 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2141 - val_success_ratio: 1.0000
Epoch 2225/7000
0s - loss: 0.0419 - r_coeff: 0.3404 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2137 - val_success_ratio: 1.0000
Epoch 2226/7000
0s - loss: 0.0419 - r_coeff: 0.3405 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2142 - val_success_ratio: 1.0000
Epoch 2227/7000
0s - loss: 0.0419 - r_coeff: 0.3405 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2137 - val_success_ratio: 1.0000
Epoch 2228/7000
0s - loss: 0.0419 - r_coeff: 0.3406 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2143 - val_success_ratio: 1.0000
Epoch 2229/7000
0s - loss: 0.0419 - r_coeff: 0.3407 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2138 - val_success_ratio: 1.0000
Epoch 2230/7000
0s - loss: 0.0418 - r_coeff: 0.3407 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2144 - val_success_ratio: 1.0000
Epoch 2231/7000
0s - loss: 0.0418 - r_coeff: 0.3408 - success_ratio: 1.0000 - val_loss: 0.0381 - val_r_coeff: 0.2139 - val_success_ratio: 1.0000
Epoch 2232/7000
0s - loss: 0.0418 - r_coeff: 0.3409 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2145 - val_success_ratio: 1.0000
Epoch 2233/7000
0s - loss: 0.0418 - r_coeff: 0.3409 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2140 - val_success_ratio: 1.0000
Epoch 2234/7000
0s - loss: 0.0418 - r_coeff: 0.3410 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2146 - val_success_ratio: 1.0000
Epoch 2235/7000
0s - loss: 0.0418 - r_coeff: 0.3411 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2141 - val_success_ratio: 1.0000
Epoch 2236/7000
0s - loss: 0.0418 - r_coeff: 0.3411 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2147 - val_success_ratio: 1.0000
Epoch 2237/7000
0s - loss: 0.0418 - r_coeff: 0.3412 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2142 - val_success_ratio: 1.0000
Epoch 2238/7000
0s - loss: 0.0418 - r_coeff: 0.3413 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2148 - val_success_ratio: 1.0000
Epoch 2239/7000
0s - loss: 0.0418 - r_coeff: 0.3413 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2143 - val_success_ratio: 1.0000
Epoch 2240/7000
0s - loss: 0.0418 - r_coeff: 0.3414 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2148 - val_success_ratio: 1.0000
Epoch 2241/7000
0s - loss: 0.0418 - r_coeff: 0.3415 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2144 - val_success_ratio: 1.0000
Epoch 2242/7000
0s - loss: 0.0418 - r_coeff: 0.3415 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2149 - val_success_ratio: 1.0000
Epoch 2243/7000
0s - loss: 0.0418 - r_coeff: 0.3416 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2145 - val_success_ratio: 1.0000
Epoch 2244/7000
0s - loss: 0.0418 - r_coeff: 0.3416 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2150 - val_success_ratio: 1.0000
Epoch 2245/7000
0s - loss: 0.0418 - r_coeff: 0.3417 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2146 - val_success_ratio: 1.0000
Epoch 2246/7000
0s - loss: 0.0418 - r_coeff: 0.3418 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2151 - val_success_ratio: 1.0000
Epoch 2247/7000
0s - loss: 0.0418 - r_coeff: 0.3418 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2147 - val_success_ratio: 1.0000
Epoch 2248/7000
0s - loss: 0.0418 - r_coeff: 0.3419 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2152 - val_success_ratio: 1.0000
Epoch 2249/7000
0s - loss: 0.0418 - r_coeff: 0.3420 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2148 - val_success_ratio: 1.0000
Epoch 2250/7000
0s - loss: 0.0418 - r_coeff: 0.3420 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2153 - val_success_ratio: 1.0000
Epoch 2251/7000
0s - loss: 0.0418 - r_coeff: 0.3421 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2149 - val_success_ratio: 1.0000
Epoch 2252/7000
0s - loss: 0.0418 - r_coeff: 0.3422 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2154 - val_success_ratio: 1.0000
Epoch 2253/7000
0s - loss: 0.0418 - r_coeff: 0.3422 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2150 - val_success_ratio: 1.0000
Epoch 2254/7000
0s - loss: 0.0417 - r_coeff: 0.3423 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2155 - val_success_ratio: 1.0000
Epoch 2255/7000
0s - loss: 0.0417 - r_coeff: 0.3424 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2150 - val_success_ratio: 1.0000
Epoch 2256/7000
0s - loss: 0.0417 - r_coeff: 0.3424 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2156 - val_success_ratio: 1.0000
Epoch 2257/7000
0s - loss: 0.0417 - r_coeff: 0.3425 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2151 - val_success_ratio: 1.0000
Epoch 2258/7000
0s - loss: 0.0417 - r_coeff: 0.3426 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2157 - val_success_ratio: 1.0000
Epoch 2259/7000
0s - loss: 0.0417 - r_coeff: 0.3426 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2152 - val_success_ratio: 1.0000
Epoch 2260/7000
0s - loss: 0.0417 - r_coeff: 0.3427 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2158 - val_success_ratio: 1.0000
Epoch 2261/7000
0s - loss: 0.0417 - r_coeff: 0.3428 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2153 - val_success_ratio: 1.0000
Epoch 2262/7000
0s - loss: 0.0417 - r_coeff: 0.3428 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2159 - val_success_ratio: 1.0000
Epoch 2263/7000
0s - loss: 0.0417 - r_coeff: 0.3429 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2154 - val_success_ratio: 1.0000
Epoch 2264/7000
0s - loss: 0.0417 - r_coeff: 0.3429 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2160 - val_success_ratio: 1.0000
Epoch 2265/7000
0s - loss: 0.0417 - r_coeff: 0.3430 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2155 - val_success_ratio: 1.0000
Epoch 2266/7000
0s - loss: 0.0417 - r_coeff: 0.3431 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2160 - val_success_ratio: 1.0000
Epoch 2267/7000
0s - loss: 0.0417 - r_coeff: 0.3431 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2156 - val_success_ratio: 1.0000
Epoch 2268/7000
0s - loss: 0.0417 - r_coeff: 0.3432 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2161 - val_success_ratio: 1.0000
Epoch 2269/7000
0s - loss: 0.0417 - r_coeff: 0.3433 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2157 - val_success_ratio: 1.0000
Epoch 2270/7000
0s - loss: 0.0417 - r_coeff: 0.3433 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2162 - val_success_ratio: 1.0000
Epoch 2271/7000
0s - loss: 0.0417 - r_coeff: 0.3434 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2158 - val_success_ratio: 1.0000
Epoch 2272/7000
0s - loss: 0.0417 - r_coeff: 0.3435 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2163 - val_success_ratio: 1.0000
Epoch 2273/7000
0s - loss: 0.0417 - r_coeff: 0.3435 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2159 - val_success_ratio: 1.0000
Epoch 2274/7000
0s - loss: 0.0417 - r_coeff: 0.3436 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2164 - val_success_ratio: 1.0000
Epoch 2275/7000
0s - loss: 0.0417 - r_coeff: 0.3437 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2160 - val_success_ratio: 1.0000
Epoch 2276/7000
0s - loss: 0.0417 - r_coeff: 0.3437 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2165 - val_success_ratio: 1.0000
Epoch 2277/7000
0s - loss: 0.0417 - r_coeff: 0.3438 - success_ratio: 1.0000 - val_loss: 0.0380 - val_r_coeff: 0.2161 - val_success_ratio: 1.0000
Epoch 2278/7000
0s - loss: 0.0416 - r_coeff: 0.3438 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2166 - val_success_ratio: 1.0000
Epoch 2279/7000
0s - loss: 0.0416 - r_coeff: 0.3439 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2161 - val_success_ratio: 1.0000
Epoch 2280/7000
0s - loss: 0.0416 - r_coeff: 0.3440 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2167 - val_success_ratio: 1.0000
Epoch 2281/7000
0s - loss: 0.0416 - r_coeff: 0.3440 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2162 - val_success_ratio: 1.0000
Epoch 2282/7000
0s - loss: 0.0416 - r_coeff: 0.3441 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2168 - val_success_ratio: 1.0000
Epoch 2283/7000
0s - loss: 0.0416 - r_coeff: 0.3442 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2163 - val_success_ratio: 1.0000
Epoch 2284/7000
0s - loss: 0.0416 - r_coeff: 0.3442 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2169 - val_success_ratio: 1.0000
Epoch 2285/7000
0s - loss: 0.0416 - r_coeff: 0.3443 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2164 - val_success_ratio: 1.0000
Epoch 2286/7000
0s - loss: 0.0416 - r_coeff: 0.3444 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2169 - val_success_ratio: 1.0000
Epoch 2287/7000
0s - loss: 0.0416 - r_coeff: 0.3444 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2165 - val_success_ratio: 1.0000
Epoch 2288/7000
0s - loss: 0.0416 - r_coeff: 0.3445 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2170 - val_success_ratio: 1.0000
Epoch 2289/7000
0s - loss: 0.0416 - r_coeff: 0.3445 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2166 - val_success_ratio: 1.0000
Epoch 2290/7000
0s - loss: 0.0416 - r_coeff: 0.3446 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2171 - val_success_ratio: 1.0000
Epoch 2291/7000
0s - loss: 0.0416 - r_coeff: 0.3447 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2167 - val_success_ratio: 1.0000
Epoch 2292/7000
0s - loss: 0.0416 - r_coeff: 0.3447 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2172 - val_success_ratio: 1.0000
Epoch 2293/7000
0s - loss: 0.0416 - r_coeff: 0.3448 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2168 - val_success_ratio: 1.0000
Epoch 2294/7000
0s - loss: 0.0416 - r_coeff: 0.3449 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2173 - val_success_ratio: 1.0000
Epoch 2295/7000
0s - loss: 0.0416 - r_coeff: 0.3449 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2169 - val_success_ratio: 1.0000
Epoch 2296/7000
0s - loss: 0.0416 - r_coeff: 0.3450 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2174 - val_success_ratio: 1.0000
Epoch 2297/7000
0s - loss: 0.0416 - r_coeff: 0.3451 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2170 - val_success_ratio: 1.0000
Epoch 2298/7000
0s - loss: 0.0416 - r_coeff: 0.3451 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2175 - val_success_ratio: 1.0000
Epoch 2299/7000
0s - loss: 0.0416 - r_coeff: 0.3452 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2170 - val_success_ratio: 1.0000
Epoch 2300/7000
0s - loss: 0.0416 - r_coeff: 0.3452 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2176 - val_success_ratio: 1.0000
Epoch 2301/7000
0s - loss: 0.0416 - r_coeff: 0.3453 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2171 - val_success_ratio: 1.0000
Epoch 2302/7000
0s - loss: 0.0416 - r_coeff: 0.3454 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2177 - val_success_ratio: 1.0000
Epoch 2303/7000
0s - loss: 0.0415 - r_coeff: 0.3454 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2172 - val_success_ratio: 1.0000
Epoch 2304/7000
0s - loss: 0.0415 - r_coeff: 0.3455 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2178 - val_success_ratio: 1.0000
Epoch 2305/7000
0s - loss: 0.0415 - r_coeff: 0.3456 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2173 - val_success_ratio: 1.0000
Epoch 2306/7000
0s - loss: 0.0415 - r_coeff: 0.3456 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2178 - val_success_ratio: 1.0000
Epoch 2307/7000
0s - loss: 0.0415 - r_coeff: 0.3457 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2174 - val_success_ratio: 1.0000
Epoch 2308/7000
0s - loss: 0.0415 - r_coeff: 0.3457 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2179 - val_success_ratio: 1.0000
Epoch 2309/7000
0s - loss: 0.0415 - r_coeff: 0.3458 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2175 - val_success_ratio: 1.0000
Epoch 2310/7000
0s - loss: 0.0415 - r_coeff: 0.3459 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2180 - val_success_ratio: 1.0000
Epoch 2311/7000
0s - loss: 0.0415 - r_coeff: 0.3459 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2176 - val_success_ratio: 1.0000
Epoch 2312/7000
0s - loss: 0.0415 - r_coeff: 0.3460 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2181 - val_success_ratio: 1.0000
Epoch 2313/7000
0s - loss: 0.0415 - r_coeff: 0.3461 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2177 - val_success_ratio: 1.0000
Epoch 2314/7000
0s - loss: 0.0415 - r_coeff: 0.3461 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2182 - val_success_ratio: 1.0000
Epoch 2315/7000
0s - loss: 0.0415 - r_coeff: 0.3462 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2178 - val_success_ratio: 1.0000
Epoch 2316/7000
0s - loss: 0.0415 - r_coeff: 0.3463 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2183 - val_success_ratio: 1.0000
Epoch 2317/7000
0s - loss: 0.0415 - r_coeff: 0.3463 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2178 - val_success_ratio: 1.0000
Epoch 2318/7000
0s - loss: 0.0415 - r_coeff: 0.3464 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2184 - val_success_ratio: 1.0000
Epoch 2319/7000
0s - loss: 0.0415 - r_coeff: 0.3464 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2179 - val_success_ratio: 1.0000
Epoch 2320/7000
0s - loss: 0.0415 - r_coeff: 0.3465 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2185 - val_success_ratio: 1.0000
Epoch 2321/7000
0s - loss: 0.0415 - r_coeff: 0.3466 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2180 - val_success_ratio: 1.0000
Epoch 2322/7000
0s - loss: 0.0415 - r_coeff: 0.3466 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2186 - val_success_ratio: 1.0000
Epoch 2323/7000
0s - loss: 0.0415 - r_coeff: 0.3467 - success_ratio: 1.0000 - val_loss: 0.0379 - val_r_coeff: 0.2181 - val_success_ratio: 1.0000
Epoch 2324/7000
0s - loss: 0.0415 - r_coeff: 0.3467 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2186 - val_success_ratio: 1.0000
Epoch 2325/7000
0s - loss: 0.0415 - r_coeff: 0.3468 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2182 - val_success_ratio: 1.0000
Epoch 2326/7000
0s - loss: 0.0415 - r_coeff: 0.3469 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2187 - val_success_ratio: 1.0000
Epoch 2327/7000
0s - loss: 0.0415 - r_coeff: 0.3469 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2183 - val_success_ratio: 1.0000
Epoch 2328/7000
0s - loss: 0.0414 - r_coeff: 0.3470 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2188 - val_success_ratio: 1.0000
Epoch 2329/7000
0s - loss: 0.0414 - r_coeff: 0.3471 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2184 - val_success_ratio: 1.0000
Epoch 2330/7000
0s - loss: 0.0414 - r_coeff: 0.3471 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2189 - val_success_ratio: 1.0000
Epoch 2331/7000
0s - loss: 0.0414 - r_coeff: 0.3472 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2185 - val_success_ratio: 1.0000
Epoch 2332/7000
0s - loss: 0.0414 - r_coeff: 0.3472 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2190 - val_success_ratio: 1.0000
Epoch 2333/7000
0s - loss: 0.0414 - r_coeff: 0.3473 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2186 - val_success_ratio: 1.0000
Epoch 2334/7000
0s - loss: 0.0414 - r_coeff: 0.3474 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2191 - val_success_ratio: 1.0000
Epoch 2335/7000
0s - loss: 0.0414 - r_coeff: 0.3474 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2186 - val_success_ratio: 1.0000
Epoch 2336/7000
0s - loss: 0.0414 - r_coeff: 0.3475 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2192 - val_success_ratio: 1.0000
Epoch 2337/7000
0s - loss: 0.0414 - r_coeff: 0.3476 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2187 - val_success_ratio: 1.0000
Epoch 2338/7000
0s - loss: 0.0414 - r_coeff: 0.3476 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2193 - val_success_ratio: 1.0000
Epoch 2339/7000
0s - loss: 0.0414 - r_coeff: 0.3477 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2188 - val_success_ratio: 1.0000
Epoch 2340/7000
0s - loss: 0.0414 - r_coeff: 0.3477 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2194 - val_success_ratio: 1.0000
Epoch 2341/7000
0s - loss: 0.0414 - r_coeff: 0.3478 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2189 - val_success_ratio: 1.0000
Epoch 2342/7000
0s - loss: 0.0414 - r_coeff: 0.3479 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2194 - val_success_ratio: 1.0000
Epoch 2343/7000
0s - loss: 0.0414 - r_coeff: 0.3479 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2190 - val_success_ratio: 1.0000
Epoch 2344/7000
0s - loss: 0.0414 - r_coeff: 0.3480 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2195 - val_success_ratio: 1.0000
Epoch 2345/7000
0s - loss: 0.0414 - r_coeff: 0.3480 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2191 - val_success_ratio: 1.0000
Epoch 2346/7000
0s - loss: 0.0414 - r_coeff: 0.3481 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2196 - val_success_ratio: 1.0000
Epoch 2347/7000
0s - loss: 0.0414 - r_coeff: 0.3482 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2192 - val_success_ratio: 1.0000
Epoch 2348/7000
0s - loss: 0.0414 - r_coeff: 0.3482 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2197 - val_success_ratio: 1.0000
Epoch 2349/7000
0s - loss: 0.0414 - r_coeff: 0.3483 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2193 - val_success_ratio: 1.0000
Epoch 2350/7000
0s - loss: 0.0414 - r_coeff: 0.3484 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2198 - val_success_ratio: 1.0000
Epoch 2351/7000
0s - loss: 0.0414 - r_coeff: 0.3484 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2194 - val_success_ratio: 1.0000
Epoch 2352/7000
0s - loss: 0.0414 - r_coeff: 0.3485 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2199 - val_success_ratio: 1.0000
Epoch 2353/7000
0s - loss: 0.0414 - r_coeff: 0.3485 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2194 - val_success_ratio: 1.0000
Epoch 2354/7000
0s - loss: 0.0413 - r_coeff: 0.3486 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2200 - val_success_ratio: 1.0000
Epoch 2355/7000
0s - loss: 0.0413 - r_coeff: 0.3487 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2195 - val_success_ratio: 1.0000
Epoch 2356/7000
0s - loss: 0.0413 - r_coeff: 0.3487 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2201 - val_success_ratio: 1.0000
Epoch 2357/7000
0s - loss: 0.0413 - r_coeff: 0.3488 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2196 - val_success_ratio: 1.0000
Epoch 2358/7000
0s - loss: 0.0413 - r_coeff: 0.3488 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2202 - val_success_ratio: 1.0000
Epoch 2359/7000
0s - loss: 0.0413 - r_coeff: 0.3489 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2197 - val_success_ratio: 1.0000
Epoch 2360/7000
0s - loss: 0.0413 - r_coeff: 0.3490 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2202 - val_success_ratio: 1.0000
Epoch 2361/7000
0s - loss: 0.0413 - r_coeff: 0.3490 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2198 - val_success_ratio: 1.0000
Epoch 2362/7000
0s - loss: 0.0413 - r_coeff: 0.3491 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2203 - val_success_ratio: 1.0000
Epoch 2363/7000
0s - loss: 0.0413 - r_coeff: 0.3491 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2199 - val_success_ratio: 1.0000
Epoch 2364/7000
0s - loss: 0.0413 - r_coeff: 0.3492 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2204 - val_success_ratio: 1.0000
Epoch 2365/7000
0s - loss: 0.0413 - r_coeff: 0.3493 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2200 - val_success_ratio: 1.0000
Epoch 2366/7000
0s - loss: 0.0413 - r_coeff: 0.3493 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2205 - val_success_ratio: 1.0000
Epoch 2367/7000
0s - loss: 0.0413 - r_coeff: 0.3494 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2201 - val_success_ratio: 1.0000
Epoch 2368/7000
0s - loss: 0.0413 - r_coeff: 0.3494 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2206 - val_success_ratio: 1.0000
Epoch 2369/7000
0s - loss: 0.0413 - r_coeff: 0.3495 - success_ratio: 1.0000 - val_loss: 0.0378 - val_r_coeff: 0.2202 - val_success_ratio: 1.0000
Epoch 2370/7000
0s - loss: 0.0413 - r_coeff: 0.3496 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2207 - val_success_ratio: 1.0000
Epoch 2371/7000
0s - loss: 0.0413 - r_coeff: 0.3496 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2202 - val_success_ratio: 1.0000
Epoch 2372/7000
0s - loss: 0.0413 - r_coeff: 0.3497 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2208 - val_success_ratio: 1.0000
Epoch 2373/7000
0s - loss: 0.0413 - r_coeff: 0.3498 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2203 - val_success_ratio: 1.0000
Epoch 2374/7000
0s - loss: 0.0413 - r_coeff: 0.3498 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2209 - val_success_ratio: 1.0000
Epoch 2375/7000
0s - loss: 0.0413 - r_coeff: 0.3499 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2204 - val_success_ratio: 1.0000
Epoch 2376/7000
0s - loss: 0.0413 - r_coeff: 0.3499 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2209 - val_success_ratio: 1.0000
Epoch 2377/7000
0s - loss: 0.0413 - r_coeff: 0.3500 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2205 - val_success_ratio: 1.0000
Epoch 2378/7000
0s - loss: 0.0413 - r_coeff: 0.3501 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2210 - val_success_ratio: 1.0000
Epoch 2379/7000
0s - loss: 0.0413 - r_coeff: 0.3501 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2206 - val_success_ratio: 1.0000
Epoch 2380/7000
0s - loss: 0.0412 - r_coeff: 0.3502 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2211 - val_success_ratio: 1.0000
Epoch 2381/7000
0s - loss: 0.0412 - r_coeff: 0.3502 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2207 - val_success_ratio: 1.0000
Epoch 2382/7000
0s - loss: 0.0412 - r_coeff: 0.3503 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2212 - val_success_ratio: 1.0000
Epoch 2383/7000
0s - loss: 0.0412 - r_coeff: 0.3504 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2208 - val_success_ratio: 1.0000
Epoch 2384/7000
0s - loss: 0.0412 - r_coeff: 0.3504 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2213 - val_success_ratio: 1.0000
Epoch 2385/7000
0s - loss: 0.0412 - r_coeff: 0.3505 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2209 - val_success_ratio: 1.0000
Epoch 2386/7000
0s - loss: 0.0412 - r_coeff: 0.3505 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2214 - val_success_ratio: 1.0000
Epoch 2387/7000
0s - loss: 0.0412 - r_coeff: 0.3506 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2209 - val_success_ratio: 1.0000
Epoch 2388/7000
0s - loss: 0.0412 - r_coeff: 0.3507 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2215 - val_success_ratio: 1.0000
Epoch 2389/7000
0s - loss: 0.0412 - r_coeff: 0.3507 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2210 - val_success_ratio: 1.0000
Epoch 2390/7000
0s - loss: 0.0412 - r_coeff: 0.3508 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2216 - val_success_ratio: 1.0000
Epoch 2391/7000
0s - loss: 0.0412 - r_coeff: 0.3508 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2211 - val_success_ratio: 1.0000
Epoch 2392/7000
0s - loss: 0.0412 - r_coeff: 0.3509 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2216 - val_success_ratio: 1.0000
Epoch 2393/7000
0s - loss: 0.0412 - r_coeff: 0.3510 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2212 - val_success_ratio: 1.0000
Epoch 2394/7000
0s - loss: 0.0412 - r_coeff: 0.3510 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2217 - val_success_ratio: 1.0000
Epoch 2395/7000
0s - loss: 0.0412 - r_coeff: 0.3511 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2213 - val_success_ratio: 1.0000
Epoch 2396/7000
0s - loss: 0.0412 - r_coeff: 0.3511 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2218 - val_success_ratio: 1.0000
Epoch 2397/7000
0s - loss: 0.0412 - r_coeff: 0.3512 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2214 - val_success_ratio: 1.0000
Epoch 2398/7000
0s - loss: 0.0412 - r_coeff: 0.3512 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2219 - val_success_ratio: 1.0000
Epoch 2399/7000
0s - loss: 0.0412 - r_coeff: 0.3513 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2215 - val_success_ratio: 1.0000
Epoch 2400/7000
0s - loss: 0.0412 - r_coeff: 0.3514 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2220 - val_success_ratio: 1.0000
Epoch 2401/7000
0s - loss: 0.0412 - r_coeff: 0.3514 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2216 - val_success_ratio: 1.0000
Epoch 2402/7000
0s - loss: 0.0412 - r_coeff: 0.3515 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2221 - val_success_ratio: 1.0000
Epoch 2403/7000
0s - loss: 0.0412 - r_coeff: 0.3515 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2216 - val_success_ratio: 1.0000
Epoch 2404/7000
0s - loss: 0.0412 - r_coeff: 0.3516 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2222 - val_success_ratio: 1.0000
Epoch 2405/7000
0s - loss: 0.0412 - r_coeff: 0.3517 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2217 - val_success_ratio: 1.0000
Epoch 2406/7000
0s - loss: 0.0411 - r_coeff: 0.3517 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2222 - val_success_ratio: 1.0000
Epoch 2407/7000
0s - loss: 0.0411 - r_coeff: 0.3518 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2218 - val_success_ratio: 1.0000
Epoch 2408/7000
0s - loss: 0.0411 - r_coeff: 0.3518 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2223 - val_success_ratio: 1.0000
Epoch 2409/7000
0s - loss: 0.0411 - r_coeff: 0.3519 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2219 - val_success_ratio: 1.0000
Epoch 2410/7000
0s - loss: 0.0411 - r_coeff: 0.3520 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2224 - val_success_ratio: 1.0000
Epoch 2411/7000
0s - loss: 0.0411 - r_coeff: 0.3520 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2220 - val_success_ratio: 1.0000
Epoch 2412/7000
0s - loss: 0.0411 - r_coeff: 0.3521 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2225 - val_success_ratio: 1.0000
Epoch 2413/7000
0s - loss: 0.0411 - r_coeff: 0.3521 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2221 - val_success_ratio: 1.0000
Epoch 2414/7000
0s - loss: 0.0411 - r_coeff: 0.3522 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2226 - val_success_ratio: 1.0000
Epoch 2415/7000
0s - loss: 0.0411 - r_coeff: 0.3523 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2222 - val_success_ratio: 1.0000
Epoch 2416/7000
0s - loss: 0.0411 - r_coeff: 0.3523 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2227 - val_success_ratio: 1.0000
Epoch 2417/7000
0s - loss: 0.0411 - r_coeff: 0.3524 - success_ratio: 1.0000 - val_loss: 0.0377 - val_r_coeff: 0.2222 - val_success_ratio: 1.0000
Epoch 2418/7000
0s - loss: 0.0411 - r_coeff: 0.3524 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2228 - val_success_ratio: 1.0000
Epoch 2419/7000
0s - loss: 0.0411 - r_coeff: 0.3525 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2223 - val_success_ratio: 1.0000
Epoch 2420/7000
0s - loss: 0.0411 - r_coeff: 0.3525 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2229 - val_success_ratio: 1.0000
Epoch 2421/7000
0s - loss: 0.0411 - r_coeff: 0.3526 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2224 - val_success_ratio: 1.0000
Epoch 2422/7000
0s - loss: 0.0411 - r_coeff: 0.3527 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2229 - val_success_ratio: 1.0000
Epoch 2423/7000
0s - loss: 0.0411 - r_coeff: 0.3527 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2225 - val_success_ratio: 1.0000
Epoch 2424/7000
0s - loss: 0.0411 - r_coeff: 0.3528 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2230 - val_success_ratio: 1.0000
Epoch 2425/7000
0s - loss: 0.0411 - r_coeff: 0.3528 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2226 - val_success_ratio: 1.0000
Epoch 2426/7000
0s - loss: 0.0411 - r_coeff: 0.3529 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2231 - val_success_ratio: 1.0000
Epoch 2427/7000
0s - loss: 0.0411 - r_coeff: 0.3530 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2227 - val_success_ratio: 1.0000
Epoch 2428/7000
0s - loss: 0.0411 - r_coeff: 0.3530 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2232 - val_success_ratio: 1.0000
Epoch 2429/7000
0s - loss: 0.0411 - r_coeff: 0.3531 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2228 - val_success_ratio: 1.0000
Epoch 2430/7000
0s - loss: 0.0411 - r_coeff: 0.3531 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2233 - val_success_ratio: 1.0000
Epoch 2431/7000
0s - loss: 0.0411 - r_coeff: 0.3532 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2229 - val_success_ratio: 1.0000
Epoch 2432/7000
0s - loss: 0.0411 - r_coeff: 0.3532 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2234 - val_success_ratio: 1.0000
Epoch 2433/7000
0s - loss: 0.0410 - r_coeff: 0.3533 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2229 - val_success_ratio: 1.0000
Epoch 2434/7000
0s - loss: 0.0410 - r_coeff: 0.3534 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2235 - val_success_ratio: 1.0000
Epoch 2435/7000
0s - loss: 0.0410 - r_coeff: 0.3534 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2230 - val_success_ratio: 1.0000
Epoch 2436/7000
0s - loss: 0.0410 - r_coeff: 0.3535 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2235 - val_success_ratio: 1.0000
Epoch 2437/7000
0s - loss: 0.0410 - r_coeff: 0.3535 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2231 - val_success_ratio: 1.0000
Epoch 2438/7000
0s - loss: 0.0410 - r_coeff: 0.3536 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2236 - val_success_ratio: 1.0000
Epoch 2439/7000
0s - loss: 0.0410 - r_coeff: 0.3537 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2232 - val_success_ratio: 1.0000
Epoch 2440/7000
0s - loss: 0.0410 - r_coeff: 0.3537 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2237 - val_success_ratio: 1.0000
Epoch 2441/7000
0s - loss: 0.0410 - r_coeff: 0.3538 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2233 - val_success_ratio: 1.0000
Epoch 2442/7000
0s - loss: 0.0410 - r_coeff: 0.3538 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2238 - val_success_ratio: 1.0000
Epoch 2443/7000
0s - loss: 0.0410 - r_coeff: 0.3539 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2234 - val_success_ratio: 1.0000
Epoch 2444/7000
0s - loss: 0.0410 - r_coeff: 0.3539 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2239 - val_success_ratio: 1.0000
Epoch 2445/7000
0s - loss: 0.0410 - r_coeff: 0.3540 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2235 - val_success_ratio: 1.0000
Epoch 2446/7000
0s - loss: 0.0410 - r_coeff: 0.3541 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2240 - val_success_ratio: 1.0000
Epoch 2447/7000
0s - loss: 0.0410 - r_coeff: 0.3541 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2235 - val_success_ratio: 1.0000
Epoch 2448/7000
0s - loss: 0.0410 - r_coeff: 0.3542 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2241 - val_success_ratio: 1.0000
Epoch 2449/7000
0s - loss: 0.0410 - r_coeff: 0.3542 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2236 - val_success_ratio: 1.0000
Epoch 2450/7000
0s - loss: 0.0410 - r_coeff: 0.3543 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2241 - val_success_ratio: 1.0000
Epoch 2451/7000
0s - loss: 0.0410 - r_coeff: 0.3543 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2237 - val_success_ratio: 1.0000
Epoch 2452/7000
0s - loss: 0.0410 - r_coeff: 0.3544 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2242 - val_success_ratio: 1.0000
Epoch 2453/7000
0s - loss: 0.0410 - r_coeff: 0.3545 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2238 - val_success_ratio: 1.0000
Epoch 2454/7000
0s - loss: 0.0410 - r_coeff: 0.3545 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2243 - val_success_ratio: 1.0000
Epoch 2455/7000
0s - loss: 0.0410 - r_coeff: 0.3546 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2239 - val_success_ratio: 1.0000
Epoch 2456/7000
0s - loss: 0.0410 - r_coeff: 0.3546 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2244 - val_success_ratio: 1.0000
Epoch 2457/7000
0s - loss: 0.0410 - r_coeff: 0.3547 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2240 - val_success_ratio: 1.0000
Epoch 2458/7000
0s - loss: 0.0410 - r_coeff: 0.3547 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2245 - val_success_ratio: 1.0000
Epoch 2459/7000
0s - loss: 0.0410 - r_coeff: 0.3548 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2241 - val_success_ratio: 1.0000
Epoch 2460/7000
0s - loss: 0.0410 - r_coeff: 0.3549 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2246 - val_success_ratio: 1.0000
Epoch 2461/7000
0s - loss: 0.0409 - r_coeff: 0.3549 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2241 - val_success_ratio: 1.0000
Epoch 2462/7000
0s - loss: 0.0409 - r_coeff: 0.3550 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2247 - val_success_ratio: 1.0000
Epoch 2463/7000
0s - loss: 0.0409 - r_coeff: 0.3550 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2242 - val_success_ratio: 1.0000
Epoch 2464/7000
0s - loss: 0.0409 - r_coeff: 0.3551 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2247 - val_success_ratio: 1.0000
Epoch 2465/7000
0s - loss: 0.0409 - r_coeff: 0.3551 - success_ratio: 1.0000 - val_loss: 0.0376 - val_r_coeff: 0.2243 - val_success_ratio: 1.0000
Epoch 2466/7000
0s - loss: 0.0409 - r_coeff: 0.3552 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2248 - val_success_ratio: 1.0000
Epoch 2467/7000
0s - loss: 0.0409 - r_coeff: 0.3553 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2244 - val_success_ratio: 1.0000
Epoch 2468/7000
0s - loss: 0.0409 - r_coeff: 0.3553 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2249 - val_success_ratio: 1.0000
Epoch 2469/7000
0s - loss: 0.0409 - r_coeff: 0.3554 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2245 - val_success_ratio: 1.0000
Epoch 2470/7000
0s - loss: 0.0409 - r_coeff: 0.3554 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2250 - val_success_ratio: 1.0000
Epoch 2471/7000
0s - loss: 0.0409 - r_coeff: 0.3555 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2246 - val_success_ratio: 1.0000
Epoch 2472/7000
0s - loss: 0.0409 - r_coeff: 0.3555 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2251 - val_success_ratio: 1.0000
Epoch 2473/7000
0s - loss: 0.0409 - r_coeff: 0.3556 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2247 - val_success_ratio: 1.0000
Epoch 2474/7000
0s - loss: 0.0409 - r_coeff: 0.3557 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2252 - val_success_ratio: 1.0000
Epoch 2475/7000
0s - loss: 0.0409 - r_coeff: 0.3557 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2248 - val_success_ratio: 1.0000
Epoch 2476/7000
0s - loss: 0.0409 - r_coeff: 0.3558 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2253 - val_success_ratio: 1.0000
Epoch 2477/7000
0s - loss: 0.0409 - r_coeff: 0.3558 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2248 - val_success_ratio: 1.0000
Epoch 2478/7000
0s - loss: 0.0409 - r_coeff: 0.3559 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2254 - val_success_ratio: 1.0000
Epoch 2479/7000
0s - loss: 0.0409 - r_coeff: 0.3559 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2249 - val_success_ratio: 1.0000
Epoch 2480/7000
0s - loss: 0.0409 - r_coeff: 0.3560 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2255 - val_success_ratio: 1.0000
Epoch 2481/7000
0s - loss: 0.0409 - r_coeff: 0.3560 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2250 - val_success_ratio: 1.0000
Epoch 2482/7000
0s - loss: 0.0409 - r_coeff: 0.3561 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2255 - val_success_ratio: 1.0000
Epoch 2483/7000
0s - loss: 0.0409 - r_coeff: 0.3562 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2251 - val_success_ratio: 1.0000
Epoch 2484/7000
0s - loss: 0.0409 - r_coeff: 0.3562 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2256 - val_success_ratio: 1.0000
Epoch 2485/7000
0s - loss: 0.0409 - r_coeff: 0.3563 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2252 - val_success_ratio: 1.0000
Epoch 2486/7000
0s - loss: 0.0409 - r_coeff: 0.3563 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2257 - val_success_ratio: 1.0000
Epoch 2487/7000
0s - loss: 0.0409 - r_coeff: 0.3564 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2253 - val_success_ratio: 1.0000
Epoch 2488/7000
0s - loss: 0.0409 - r_coeff: 0.3564 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2258 - val_success_ratio: 1.0000
Epoch 2489/7000
0s - loss: 0.0408 - r_coeff: 0.3565 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2254 - val_success_ratio: 1.0000
Epoch 2490/7000
0s - loss: 0.0408 - r_coeff: 0.3566 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2259 - val_success_ratio: 1.0000
Epoch 2491/7000
0s - loss: 0.0408 - r_coeff: 0.3566 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2255 - val_success_ratio: 1.0000
Epoch 2492/7000
0s - loss: 0.0408 - r_coeff: 0.3567 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2260 - val_success_ratio: 1.0000
Epoch 2493/7000
0s - loss: 0.0408 - r_coeff: 0.3567 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2256 - val_success_ratio: 1.0000
Epoch 2494/7000
0s - loss: 0.0408 - r_coeff: 0.3568 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2261 - val_success_ratio: 1.0000
Epoch 2495/7000
0s - loss: 0.0408 - r_coeff: 0.3568 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2257 - val_success_ratio: 1.0000
Epoch 2496/7000
0s - loss: 0.0408 - r_coeff: 0.3569 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2262 - val_success_ratio: 1.0000
Epoch 2497/7000
0s - loss: 0.0408 - r_coeff: 0.3569 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2258 - val_success_ratio: 1.0000
Epoch 2498/7000
0s - loss: 0.0408 - r_coeff: 0.3570 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2263 - val_success_ratio: 1.0000
Epoch 2499/7000
0s - loss: 0.0408 - r_coeff: 0.3571 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2259 - val_success_ratio: 1.0000
Epoch 2500/7000
0s - loss: 0.0408 - r_coeff: 0.3571 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2264 - val_success_ratio: 1.0000
Epoch 2501/7000
0s - loss: 0.0408 - r_coeff: 0.3572 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2259 - val_success_ratio: 1.0000
Epoch 2502/7000
0s - loss: 0.0408 - r_coeff: 0.3572 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2265 - val_success_ratio: 1.0000
Epoch 2503/7000
0s - loss: 0.0408 - r_coeff: 0.3573 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2260 - val_success_ratio: 1.0000
Epoch 2504/7000
0s - loss: 0.0408 - r_coeff: 0.3573 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2266 - val_success_ratio: 1.0000
Epoch 2505/7000
0s - loss: 0.0408 - r_coeff: 0.3574 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2261 - val_success_ratio: 1.0000
Epoch 2506/7000
0s - loss: 0.0408 - r_coeff: 0.3574 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2267 - val_success_ratio: 1.0000
Epoch 2507/7000
0s - loss: 0.0408 - r_coeff: 0.3575 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2262 - val_success_ratio: 1.0000
Epoch 2508/7000
0s - loss: 0.0408 - r_coeff: 0.3576 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2267 - val_success_ratio: 1.0000
Epoch 2509/7000
0s - loss: 0.0408 - r_coeff: 0.3576 - success_ratio: 1.0000 - val_loss: 0.0375 - val_r_coeff: 0.2263 - val_success_ratio: 1.0000
Epoch 2510/7000
0s - loss: 0.0408 - r_coeff: 0.3577 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2268 - val_success_ratio: 1.0000
Epoch 2511/7000
0s - loss: 0.0408 - r_coeff: 0.3577 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2264 - val_success_ratio: 1.0000
Epoch 2512/7000
0s - loss: 0.0408 - r_coeff: 0.3578 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2269 - val_success_ratio: 1.0000
Epoch 2513/7000
0s - loss: 0.0408 - r_coeff: 0.3578 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2265 - val_success_ratio: 1.0000
Epoch 2514/7000
0s - loss: 0.0408 - r_coeff: 0.3579 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2270 - val_success_ratio: 1.0000
Epoch 2515/7000
0s - loss: 0.0408 - r_coeff: 0.3579 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2266 - val_success_ratio: 1.0000
Epoch 2516/7000
0s - loss: 0.0408 - r_coeff: 0.3580 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2271 - val_success_ratio: 1.0000
Epoch 2517/7000
0s - loss: 0.0407 - r_coeff: 0.3581 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2267 - val_success_ratio: 1.0000
Epoch 2518/7000
0s - loss: 0.0407 - r_coeff: 0.3581 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2272 - val_success_ratio: 1.0000
Epoch 2519/7000
0s - loss: 0.0407 - r_coeff: 0.3582 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2268 - val_success_ratio: 1.0000
Epoch 2520/7000
0s - loss: 0.0407 - r_coeff: 0.3582 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2273 - val_success_ratio: 1.0000
Epoch 2521/7000
0s - loss: 0.0407 - r_coeff: 0.3583 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2269 - val_success_ratio: 1.0000
Epoch 2522/7000
0s - loss: 0.0407 - r_coeff: 0.3583 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2274 - val_success_ratio: 1.0000
Epoch 2523/7000
0s - loss: 0.0407 - r_coeff: 0.3584 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2270 - val_success_ratio: 1.0000
Epoch 2524/7000
0s - loss: 0.0407 - r_coeff: 0.3584 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2275 - val_success_ratio: 1.0000
Epoch 2525/7000
0s - loss: 0.0407 - r_coeff: 0.3585 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2271 - val_success_ratio: 1.0000
Epoch 2526/7000
0s - loss: 0.0407 - r_coeff: 0.3585 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2276 - val_success_ratio: 1.0000
Epoch 2527/7000
0s - loss: 0.0407 - r_coeff: 0.3586 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2272 - val_success_ratio: 1.0000
Epoch 2528/7000
0s - loss: 0.0407 - r_coeff: 0.3587 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2277 - val_success_ratio: 1.0000
Epoch 2529/7000
0s - loss: 0.0407 - r_coeff: 0.3587 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2273 - val_success_ratio: 1.0000
Epoch 2530/7000
0s - loss: 0.0407 - r_coeff: 0.3588 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2278 - val_success_ratio: 1.0000
Epoch 2531/7000
0s - loss: 0.0407 - r_coeff: 0.3588 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2273 - val_success_ratio: 1.0000
Epoch 2532/7000
0s - loss: 0.0407 - r_coeff: 0.3589 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2279 - val_success_ratio: 1.0000
Epoch 2533/7000
0s - loss: 0.0407 - r_coeff: 0.3589 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2274 - val_success_ratio: 1.0000
Epoch 2534/7000
0s - loss: 0.0407 - r_coeff: 0.3590 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2280 - val_success_ratio: 1.0000
Epoch 2535/7000
0s - loss: 0.0407 - r_coeff: 0.3590 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2275 - val_success_ratio: 1.0000
Epoch 2536/7000
0s - loss: 0.0407 - r_coeff: 0.3591 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2281 - val_success_ratio: 1.0000
Epoch 2537/7000
0s - loss: 0.0407 - r_coeff: 0.3592 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2276 - val_success_ratio: 1.0000
Epoch 2538/7000
0s - loss: 0.0407 - r_coeff: 0.3592 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2281 - val_success_ratio: 1.0000
Epoch 2539/7000
0s - loss: 0.0407 - r_coeff: 0.3593 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2277 - val_success_ratio: 1.0000
Epoch 2540/7000
0s - loss: 0.0407 - r_coeff: 0.3593 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2282 - val_success_ratio: 1.0000
Epoch 2541/7000
0s - loss: 0.0407 - r_coeff: 0.3594 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2278 - val_success_ratio: 1.0000
Epoch 2542/7000
0s - loss: 0.0407 - r_coeff: 0.3594 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2283 - val_success_ratio: 1.0000
Epoch 2543/7000
0s - loss: 0.0407 - r_coeff: 0.3595 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2279 - val_success_ratio: 1.0000
Epoch 2544/7000
0s - loss: 0.0407 - r_coeff: 0.3595 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2284 - val_success_ratio: 1.0000
Epoch 2545/7000
0s - loss: 0.0407 - r_coeff: 0.3596 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2280 - val_success_ratio: 1.0000
Epoch 2546/7000
0s - loss: 0.0406 - r_coeff: 0.3596 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2285 - val_success_ratio: 1.0000
Epoch 2547/7000
0s - loss: 0.0406 - r_coeff: 0.3597 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2281 - val_success_ratio: 1.0000
Epoch 2548/7000
0s - loss: 0.0406 - r_coeff: 0.3597 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2286 - val_success_ratio: 1.0000
Epoch 2549/7000
0s - loss: 0.0406 - r_coeff: 0.3598 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2282 - val_success_ratio: 1.0000
Epoch 2550/7000
0s - loss: 0.0406 - r_coeff: 0.3599 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2287 - val_success_ratio: 1.0000
Epoch 2551/7000
0s - loss: 0.0406 - r_coeff: 0.3599 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2283 - val_success_ratio: 1.0000
Epoch 2552/7000
0s - loss: 0.0406 - r_coeff: 0.3600 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2288 - val_success_ratio: 1.0000
Epoch 2553/7000
0s - loss: 0.0406 - r_coeff: 0.3600 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2284 - val_success_ratio: 1.0000
Epoch 2554/7000
0s - loss: 0.0406 - r_coeff: 0.3601 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2289 - val_success_ratio: 1.0000
Epoch 2555/7000
0s - loss: 0.0406 - r_coeff: 0.3601 - success_ratio: 1.0000 - val_loss: 0.0374 - val_r_coeff: 0.2285 - val_success_ratio: 1.0000
Epoch 2556/7000
0s - loss: 0.0406 - r_coeff: 0.3602 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2290 - val_success_ratio: 1.0000
Epoch 2557/7000
0s - loss: 0.0406 - r_coeff: 0.3602 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2285 - val_success_ratio: 1.0000
Epoch 2558/7000
0s - loss: 0.0406 - r_coeff: 0.3603 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2291 - val_success_ratio: 1.0000
Epoch 2559/7000
0s - loss: 0.0406 - r_coeff: 0.3603 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2286 - val_success_ratio: 1.0000
Epoch 2560/7000
0s - loss: 0.0406 - r_coeff: 0.3604 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2292 - val_success_ratio: 1.0000
Epoch 2561/7000
0s - loss: 0.0406 - r_coeff: 0.3604 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2287 - val_success_ratio: 1.0000
Epoch 2562/7000
0s - loss: 0.0406 - r_coeff: 0.3605 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2293 - val_success_ratio: 1.0000
Epoch 2563/7000
0s - loss: 0.0406 - r_coeff: 0.3606 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2288 - val_success_ratio: 1.0000
Epoch 2564/7000
0s - loss: 0.0406 - r_coeff: 0.3606 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2294 - val_success_ratio: 1.0000
Epoch 2565/7000
0s - loss: 0.0406 - r_coeff: 0.3607 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2289 - val_success_ratio: 1.0000
Epoch 2566/7000
0s - loss: 0.0406 - r_coeff: 0.3607 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2294 - val_success_ratio: 1.0000
Epoch 2567/7000
0s - loss: 0.0406 - r_coeff: 0.3608 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2290 - val_success_ratio: 1.0000
Epoch 2568/7000
0s - loss: 0.0406 - r_coeff: 0.3608 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2295 - val_success_ratio: 1.0000
Epoch 2569/7000
0s - loss: 0.0406 - r_coeff: 0.3609 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2291 - val_success_ratio: 1.0000
Epoch 2570/7000
0s - loss: 0.0406 - r_coeff: 0.3609 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2296 - val_success_ratio: 1.0000
Epoch 2571/7000
0s - loss: 0.0406 - r_coeff: 0.3610 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2292 - val_success_ratio: 1.0000
Epoch 2572/7000
0s - loss: 0.0406 - r_coeff: 0.3610 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2297 - val_success_ratio: 1.0000
Epoch 2573/7000
0s - loss: 0.0406 - r_coeff: 0.3611 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2293 - val_success_ratio: 1.0000
Epoch 2574/7000
0s - loss: 0.0406 - r_coeff: 0.3611 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2298 - val_success_ratio: 1.0000
Epoch 2575/7000
0s - loss: 0.0405 - r_coeff: 0.3612 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2294 - val_success_ratio: 1.0000
Epoch 2576/7000
0s - loss: 0.0405 - r_coeff: 0.3613 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2299 - val_success_ratio: 1.0000
Epoch 2577/7000
0s - loss: 0.0405 - r_coeff: 0.3613 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2295 - val_success_ratio: 1.0000
Epoch 2578/7000
0s - loss: 0.0405 - r_coeff: 0.3614 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2300 - val_success_ratio: 1.0000
Epoch 2579/7000
0s - loss: 0.0405 - r_coeff: 0.3614 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2296 - val_success_ratio: 1.0000
Epoch 2580/7000
0s - loss: 0.0405 - r_coeff: 0.3615 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2301 - val_success_ratio: 1.0000
Epoch 2581/7000
0s - loss: 0.0405 - r_coeff: 0.3615 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2297 - val_success_ratio: 1.0000
Epoch 2582/7000
0s - loss: 0.0405 - r_coeff: 0.3616 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2302 - val_success_ratio: 1.0000
Epoch 2583/7000
0s - loss: 0.0405 - r_coeff: 0.3616 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2298 - val_success_ratio: 1.0000
Epoch 2584/7000
0s - loss: 0.0405 - r_coeff: 0.3617 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2303 - val_success_ratio: 1.0000
Epoch 2585/7000
0s - loss: 0.0405 - r_coeff: 0.3617 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2298 - val_success_ratio: 1.0000
Epoch 2586/7000
0s - loss: 0.0405 - r_coeff: 0.3618 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2304 - val_success_ratio: 1.0000
Epoch 2587/7000
0s - loss: 0.0405 - r_coeff: 0.3618 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2299 - val_success_ratio: 1.0000
Epoch 2588/7000
0s - loss: 0.0405 - r_coeff: 0.3619 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2305 - val_success_ratio: 1.0000
Epoch 2589/7000
0s - loss: 0.0405 - r_coeff: 0.3619 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2300 - val_success_ratio: 1.0000
Epoch 2590/7000
0s - loss: 0.0405 - r_coeff: 0.3620 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2306 - val_success_ratio: 1.0000
Epoch 2591/7000
0s - loss: 0.0405 - r_coeff: 0.3620 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2301 - val_success_ratio: 1.0000
Epoch 2592/7000
0s - loss: 0.0405 - r_coeff: 0.3621 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2307 - val_success_ratio: 1.0000
Epoch 2593/7000
0s - loss: 0.0405 - r_coeff: 0.3622 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2302 - val_success_ratio: 1.0000
Epoch 2594/7000
0s - loss: 0.0405 - r_coeff: 0.3622 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2308 - val_success_ratio: 1.0000
Epoch 2595/7000
0s - loss: 0.0405 - r_coeff: 0.3623 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2303 - val_success_ratio: 1.0000
Epoch 2596/7000
0s - loss: 0.0405 - r_coeff: 0.3623 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2308 - val_success_ratio: 1.0000
Epoch 2597/7000
0s - loss: 0.0405 - r_coeff: 0.3624 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2304 - val_success_ratio: 1.0000
Epoch 2598/7000
0s - loss: 0.0405 - r_coeff: 0.3624 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2309 - val_success_ratio: 1.0000
Epoch 2599/7000
0s - loss: 0.0405 - r_coeff: 0.3625 - success_ratio: 1.0000 - val_loss: 0.0373 - val_r_coeff: 0.2305 - val_success_ratio: 1.0000
Epoch 2600/7000
0s - loss: 0.0405 - r_coeff: 0.3625 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2310 - val_success_ratio: 1.0000
Epoch 2601/7000
0s - loss: 0.0405 - r_coeff: 0.3626 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2306 - val_success_ratio: 1.0000
Epoch 2602/7000
0s - loss: 0.0405 - r_coeff: 0.3626 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2311 - val_success_ratio: 1.0000
Epoch 2603/7000
0s - loss: 0.0405 - r_coeff: 0.3627 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2307 - val_success_ratio: 1.0000
Epoch 2604/7000
0s - loss: 0.0405 - r_coeff: 0.3627 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2312 - val_success_ratio: 1.0000
Epoch 2605/7000
0s - loss: 0.0404 - r_coeff: 0.3628 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2308 - val_success_ratio: 1.0000
Epoch 2606/7000
0s - loss: 0.0404 - r_coeff: 0.3628 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2313 - val_success_ratio: 1.0000
Epoch 2607/7000
0s - loss: 0.0404 - r_coeff: 0.3629 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2309 - val_success_ratio: 1.0000
Epoch 2608/7000
0s - loss: 0.0404 - r_coeff: 0.3629 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2314 - val_success_ratio: 1.0000
Epoch 2609/7000
0s - loss: 0.0404 - r_coeff: 0.3630 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2310 - val_success_ratio: 1.0000
Epoch 2610/7000
0s - loss: 0.0404 - r_coeff: 0.3630 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2315 - val_success_ratio: 1.0000
Epoch 2611/7000
0s - loss: 0.0404 - r_coeff: 0.3631 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2310 - val_success_ratio: 1.0000
Epoch 2612/7000
0s - loss: 0.0404 - r_coeff: 0.3631 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2316 - val_success_ratio: 1.0000
Epoch 2613/7000
0s - loss: 0.0404 - r_coeff: 0.3632 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2311 - val_success_ratio: 1.0000
Epoch 2614/7000
0s - loss: 0.0404 - r_coeff: 0.3633 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2317 - val_success_ratio: 1.0000
Epoch 2615/7000
0s - loss: 0.0404 - r_coeff: 0.3633 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2312 - val_success_ratio: 1.0000
Epoch 2616/7000
0s - loss: 0.0404 - r_coeff: 0.3634 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2318 - val_success_ratio: 1.0000
Epoch 2617/7000
0s - loss: 0.0404 - r_coeff: 0.3634 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2313 - val_success_ratio: 1.0000
Epoch 2618/7000
0s - loss: 0.0404 - r_coeff: 0.3635 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2319 - val_success_ratio: 1.0000
Epoch 2619/7000
0s - loss: 0.0404 - r_coeff: 0.3635 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2314 - val_success_ratio: 1.0000
Epoch 2620/7000
0s - loss: 0.0404 - r_coeff: 0.3636 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2320 - val_success_ratio: 1.0000
Epoch 2621/7000
0s - loss: 0.0404 - r_coeff: 0.3636 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2315 - val_success_ratio: 1.0000
Epoch 2622/7000
0s - loss: 0.0404 - r_coeff: 0.3637 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2321 - val_success_ratio: 1.0000
Epoch 2623/7000
0s - loss: 0.0404 - r_coeff: 0.3637 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2316 - val_success_ratio: 1.0000
Epoch 2624/7000
0s - loss: 0.0404 - r_coeff: 0.3638 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2322 - val_success_ratio: 1.0000
Epoch 2625/7000
0s - loss: 0.0404 - r_coeff: 0.3638 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2317 - val_success_ratio: 1.0000
Epoch 2626/7000
0s - loss: 0.0404 - r_coeff: 0.3639 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2323 - val_success_ratio: 1.0000
Epoch 2627/7000
0s - loss: 0.0404 - r_coeff: 0.3639 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2318 - val_success_ratio: 1.0000
Epoch 2628/7000
0s - loss: 0.0404 - r_coeff: 0.3640 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2324 - val_success_ratio: 1.0000
Epoch 2629/7000
0s - loss: 0.0404 - r_coeff: 0.3640 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2319 - val_success_ratio: 1.0000
Epoch 2630/7000
0s - loss: 0.0404 - r_coeff: 0.3641 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2325 - val_success_ratio: 1.0000
Epoch 2631/7000
0s - loss: 0.0404 - r_coeff: 0.3641 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2320 - val_success_ratio: 1.0000
Epoch 2632/7000
0s - loss: 0.0404 - r_coeff: 0.3642 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2325 - val_success_ratio: 1.0000
Epoch 2633/7000
0s - loss: 0.0404 - r_coeff: 0.3642 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2321 - val_success_ratio: 1.0000
Epoch 2634/7000
0s - loss: 0.0404 - r_coeff: 0.3643 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2326 - val_success_ratio: 1.0000
Epoch 2635/7000
0s - loss: 0.0403 - r_coeff: 0.3643 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2322 - val_success_ratio: 1.0000
Epoch 2636/7000
0s - loss: 0.0403 - r_coeff: 0.3644 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2327 - val_success_ratio: 1.0000
Epoch 2637/7000
0s - loss: 0.0403 - r_coeff: 0.3644 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2323 - val_success_ratio: 1.0000
Epoch 2638/7000
0s - loss: 0.0403 - r_coeff: 0.3645 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2328 - val_success_ratio: 1.0000
Epoch 2639/7000
0s - loss: 0.0403 - r_coeff: 0.3645 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2324 - val_success_ratio: 1.0000
Epoch 2640/7000
0s - loss: 0.0403 - r_coeff: 0.3646 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2329 - val_success_ratio: 1.0000
Epoch 2641/7000
0s - loss: 0.0403 - r_coeff: 0.3646 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2325 - val_success_ratio: 1.0000
Epoch 2642/7000
0s - loss: 0.0403 - r_coeff: 0.3647 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2330 - val_success_ratio: 1.0000
Epoch 2643/7000
0s - loss: 0.0403 - r_coeff: 0.3647 - success_ratio: 1.0000 - val_loss: 0.0372 - val_r_coeff: 0.2326 - val_success_ratio: 1.0000
Epoch 2644/7000
0s - loss: 0.0403 - r_coeff: 0.3648 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2331 - val_success_ratio: 1.0000
Epoch 2645/7000
0s - loss: 0.0403 - r_coeff: 0.3649 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2327 - val_success_ratio: 1.0000
Epoch 2646/7000
0s - loss: 0.0403 - r_coeff: 0.3649 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2332 - val_success_ratio: 1.0000
Epoch 2647/7000
0s - loss: 0.0403 - r_coeff: 0.3650 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2328 - val_success_ratio: 1.0000
Epoch 2648/7000
0s - loss: 0.0403 - r_coeff: 0.3650 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2333 - val_success_ratio: 1.0000
Epoch 2649/7000
0s - loss: 0.0403 - r_coeff: 0.3651 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2329 - val_success_ratio: 1.0000
Epoch 2650/7000
0s - loss: 0.0403 - r_coeff: 0.3651 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2334 - val_success_ratio: 1.0000
Epoch 2651/7000
0s - loss: 0.0403 - r_coeff: 0.3652 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2330 - val_success_ratio: 1.0000
Epoch 2652/7000
0s - loss: 0.0403 - r_coeff: 0.3652 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2335 - val_success_ratio: 1.0000
Epoch 2653/7000
0s - loss: 0.0403 - r_coeff: 0.3653 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2331 - val_success_ratio: 1.0000
Epoch 2654/7000
0s - loss: 0.0403 - r_coeff: 0.3653 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2336 - val_success_ratio: 1.0000
Epoch 2655/7000
0s - loss: 0.0403 - r_coeff: 0.3654 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2332 - val_success_ratio: 1.0000
Epoch 2656/7000
0s - loss: 0.0403 - r_coeff: 0.3654 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2337 - val_success_ratio: 1.0000
Epoch 2657/7000
0s - loss: 0.0403 - r_coeff: 0.3655 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2333 - val_success_ratio: 1.0000
Epoch 2658/7000
0s - loss: 0.0403 - r_coeff: 0.3655 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2338 - val_success_ratio: 1.0000
Epoch 2659/7000
0s - loss: 0.0403 - r_coeff: 0.3656 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2334 - val_success_ratio: 1.0000
Epoch 2660/7000
0s - loss: 0.0403 - r_coeff: 0.3656 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2339 - val_success_ratio: 1.0000
Epoch 2661/7000
0s - loss: 0.0403 - r_coeff: 0.3657 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2335 - val_success_ratio: 1.0000
Epoch 2662/7000
0s - loss: 0.0403 - r_coeff: 0.3657 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2340 - val_success_ratio: 1.0000
Epoch 2663/7000
0s - loss: 0.0403 - r_coeff: 0.3658 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2336 - val_success_ratio: 1.0000
Epoch 2664/7000
0s - loss: 0.0403 - r_coeff: 0.3658 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2341 - val_success_ratio: 1.0000
Epoch 2665/7000
0s - loss: 0.0403 - r_coeff: 0.3659 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2337 - val_success_ratio: 1.0000
Epoch 2666/7000
0s - loss: 0.0402 - r_coeff: 0.3659 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2342 - val_success_ratio: 1.0000
Epoch 2667/7000
0s - loss: 0.0402 - r_coeff: 0.3660 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2338 - val_success_ratio: 1.0000
Epoch 2668/7000
0s - loss: 0.0402 - r_coeff: 0.3660 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2343 - val_success_ratio: 1.0000
Epoch 2669/7000
0s - loss: 0.0402 - r_coeff: 0.3661 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2339 - val_success_ratio: 1.0000
Epoch 2670/7000
0s - loss: 0.0402 - r_coeff: 0.3661 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2344 - val_success_ratio: 1.0000
Epoch 2671/7000
0s - loss: 0.0402 - r_coeff: 0.3662 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2340 - val_success_ratio: 1.0000
Epoch 2672/7000
0s - loss: 0.0402 - r_coeff: 0.3662 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2345 - val_success_ratio: 1.0000
Epoch 2673/7000
0s - loss: 0.0402 - r_coeff: 0.3663 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2341 - val_success_ratio: 1.0000
Epoch 2674/7000
0s - loss: 0.0402 - r_coeff: 0.3663 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2346 - val_success_ratio: 1.0000
Epoch 2675/7000
0s - loss: 0.0402 - r_coeff: 0.3664 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2342 - val_success_ratio: 1.0000
Epoch 2676/7000
0s - loss: 0.0402 - r_coeff: 0.3664 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2347 - val_success_ratio: 1.0000
Epoch 2677/7000
0s - loss: 0.0402 - r_coeff: 0.3665 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2343 - val_success_ratio: 1.0000
Epoch 2678/7000
0s - loss: 0.0402 - r_coeff: 0.3665 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2348 - val_success_ratio: 1.0000
Epoch 2679/7000
0s - loss: 0.0402 - r_coeff: 0.3666 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2344 - val_success_ratio: 1.0000
Epoch 2680/7000
0s - loss: 0.0402 - r_coeff: 0.3666 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2350 - val_success_ratio: 1.0000
Epoch 2681/7000
0s - loss: 0.0402 - r_coeff: 0.3667 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2345 - val_success_ratio: 1.0000
Epoch 2682/7000
0s - loss: 0.0402 - r_coeff: 0.3667 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2351 - val_success_ratio: 1.0000
Epoch 2683/7000
0s - loss: 0.0402 - r_coeff: 0.3668 - success_ratio: 1.0000 - val_loss: 0.0371 - val_r_coeff: 0.2346 - val_success_ratio: 1.0000
Epoch 2684/7000
0s - loss: 0.0402 - r_coeff: 0.3668 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2352 - val_success_ratio: 1.0000
Epoch 2685/7000
0s - loss: 0.0402 - r_coeff: 0.3669 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2347 - val_success_ratio: 1.0000
Epoch 2686/7000
0s - loss: 0.0402 - r_coeff: 0.3669 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2353 - val_success_ratio: 1.0000
Epoch 2687/7000
0s - loss: 0.0402 - r_coeff: 0.3670 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2348 - val_success_ratio: 1.0000
Epoch 2688/7000
0s - loss: 0.0402 - r_coeff: 0.3670 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2354 - val_success_ratio: 1.0000
Epoch 2689/7000
0s - loss: 0.0402 - r_coeff: 0.3671 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2349 - val_success_ratio: 1.0000
Epoch 2690/7000
0s - loss: 0.0402 - r_coeff: 0.3671 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2355 - val_success_ratio: 1.0000
Epoch 2691/7000
0s - loss: 0.0402 - r_coeff: 0.3672 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2350 - val_success_ratio: 1.0000
Epoch 2692/7000
0s - loss: 0.0402 - r_coeff: 0.3672 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2356 - val_success_ratio: 1.0000
Epoch 2693/7000
0s - loss: 0.0402 - r_coeff: 0.3673 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2351 - val_success_ratio: 1.0000
Epoch 2694/7000
0s - loss: 0.0402 - r_coeff: 0.3673 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2357 - val_success_ratio: 1.0000
Epoch 2695/7000
0s - loss: 0.0402 - r_coeff: 0.3674 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2352 - val_success_ratio: 1.0000
Epoch 2696/7000
0s - loss: 0.0402 - r_coeff: 0.3674 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2358 - val_success_ratio: 1.0000
Epoch 2697/7000
0s - loss: 0.0402 - r_coeff: 0.3675 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2353 - val_success_ratio: 1.0000
Epoch 2698/7000
0s - loss: 0.0401 - r_coeff: 0.3675 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2359 - val_success_ratio: 1.0000
Epoch 2699/7000
0s - loss: 0.0401 - r_coeff: 0.3676 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2354 - val_success_ratio: 1.0000
Epoch 2700/7000
0s - loss: 0.0401 - r_coeff: 0.3676 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2360 - val_success_ratio: 1.0000
Epoch 2701/7000
0s - loss: 0.0401 - r_coeff: 0.3677 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2355 - val_success_ratio: 1.0000
Epoch 2702/7000
0s - loss: 0.0401 - r_coeff: 0.3677 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2361 - val_success_ratio: 1.0000
Epoch 2703/7000
0s - loss: 0.0401 - r_coeff: 0.3678 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2356 - val_success_ratio: 1.0000
Epoch 2704/7000
0s - loss: 0.0401 - r_coeff: 0.3678 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2362 - val_success_ratio: 1.0000
Epoch 2705/7000
0s - loss: 0.0401 - r_coeff: 0.3679 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2358 - val_success_ratio: 1.0000
Epoch 2706/7000
0s - loss: 0.0401 - r_coeff: 0.3679 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2363 - val_success_ratio: 1.0000
Epoch 2707/7000
0s - loss: 0.0401 - r_coeff: 0.3680 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2359 - val_success_ratio: 1.0000
Epoch 2708/7000
0s - loss: 0.0401 - r_coeff: 0.3680 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2364 - val_success_ratio: 1.0000
Epoch 2709/7000
0s - loss: 0.0401 - r_coeff: 0.3681 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2360 - val_success_ratio: 1.0000
Epoch 2710/7000
0s - loss: 0.0401 - r_coeff: 0.3681 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2365 - val_success_ratio: 1.0000
Epoch 2711/7000
0s - loss: 0.0401 - r_coeff: 0.3682 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2361 - val_success_ratio: 1.0000
Epoch 2712/7000
0s - loss: 0.0401 - r_coeff: 0.3682 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2366 - val_success_ratio: 1.0000
Epoch 2713/7000
0s - loss: 0.0401 - r_coeff: 0.3683 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2362 - val_success_ratio: 1.0000
Epoch 2714/7000
0s - loss: 0.0401 - r_coeff: 0.3683 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2367 - val_success_ratio: 1.0000
Epoch 2715/7000
0s - loss: 0.0401 - r_coeff: 0.3684 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2363 - val_success_ratio: 1.0000
Epoch 2716/7000
0s - loss: 0.0401 - r_coeff: 0.3684 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2368 - val_success_ratio: 1.0000
Epoch 2717/7000
0s - loss: 0.0401 - r_coeff: 0.3685 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2364 - val_success_ratio: 1.0000
Epoch 2718/7000
0s - loss: 0.0401 - r_coeff: 0.3685 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2370 - val_success_ratio: 1.0000
Epoch 2719/7000
0s - loss: 0.0401 - r_coeff: 0.3686 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2365 - val_success_ratio: 1.0000
Epoch 2720/7000
0s - loss: 0.0401 - r_coeff: 0.3686 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2371 - val_success_ratio: 1.0000
Epoch 2721/7000
0s - loss: 0.0401 - r_coeff: 0.3687 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2366 - val_success_ratio: 1.0000
Epoch 2722/7000
0s - loss: 0.0401 - r_coeff: 0.3687 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2372 - val_success_ratio: 1.0000
Epoch 2723/7000
0s - loss: 0.0401 - r_coeff: 0.3687 - success_ratio: 1.0000 - val_loss: 0.0370 - val_r_coeff: 0.2367 - val_success_ratio: 1.0000
Epoch 2724/7000
0s - loss: 0.0401 - r_coeff: 0.3688 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2373 - val_success_ratio: 1.0000
Epoch 2725/7000
0s - loss: 0.0401 - r_coeff: 0.3688 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2368 - val_success_ratio: 1.0000
Epoch 2726/7000
0s - loss: 0.0401 - r_coeff: 0.3689 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2374 - val_success_ratio: 1.0000
Epoch 2727/7000
0s - loss: 0.0401 - r_coeff: 0.3689 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2369 - val_success_ratio: 1.0000
Epoch 2728/7000
0s - loss: 0.0401 - r_coeff: 0.3690 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2375 - val_success_ratio: 1.0000
Epoch 2729/7000
0s - loss: 0.0401 - r_coeff: 0.3690 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2370 - val_success_ratio: 1.0000
Epoch 2730/7000
0s - loss: 0.0400 - r_coeff: 0.3691 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2376 - val_success_ratio: 1.0000
Epoch 2731/7000
0s - loss: 0.0400 - r_coeff: 0.3691 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2371 - val_success_ratio: 1.0000
Epoch 2732/7000
0s - loss: 0.0400 - r_coeff: 0.3692 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2377 - val_success_ratio: 1.0000
Epoch 2733/7000
0s - loss: 0.0400 - r_coeff: 0.3692 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2372 - val_success_ratio: 1.0000
Epoch 2734/7000
0s - loss: 0.0400 - r_coeff: 0.3693 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2378 - val_success_ratio: 1.0000
Epoch 2735/7000
0s - loss: 0.0400 - r_coeff: 0.3693 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2373 - val_success_ratio: 1.0000
Epoch 2736/7000
0s - loss: 0.0400 - r_coeff: 0.3694 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2379 - val_success_ratio: 1.0000
Epoch 2737/7000
0s - loss: 0.0400 - r_coeff: 0.3694 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2374 - val_success_ratio: 1.0000
Epoch 2738/7000
0s - loss: 0.0400 - r_coeff: 0.3695 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2380 - val_success_ratio: 1.0000
Epoch 2739/7000
0s - loss: 0.0400 - r_coeff: 0.3695 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2376 - val_success_ratio: 1.0000
Epoch 2740/7000
0s - loss: 0.0400 - r_coeff: 0.3696 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2381 - val_success_ratio: 1.0000
Epoch 2741/7000
0s - loss: 0.0400 - r_coeff: 0.3696 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2377 - val_success_ratio: 1.0000
Epoch 2742/7000
0s - loss: 0.0400 - r_coeff: 0.3697 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2382 - val_success_ratio: 1.0000
Epoch 2743/7000
0s - loss: 0.0400 - r_coeff: 0.3697 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2378 - val_success_ratio: 1.0000
Epoch 2744/7000
0s - loss: 0.0400 - r_coeff: 0.3698 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2383 - val_success_ratio: 1.0000
Epoch 2745/7000
0s - loss: 0.0400 - r_coeff: 0.3698 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2379 - val_success_ratio: 1.0000
Epoch 2746/7000
0s - loss: 0.0400 - r_coeff: 0.3699 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2384 - val_success_ratio: 1.0000
Epoch 2747/7000
0s - loss: 0.0400 - r_coeff: 0.3699 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2380 - val_success_ratio: 1.0000
Epoch 2748/7000
0s - loss: 0.0400 - r_coeff: 0.3700 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2385 - val_success_ratio: 1.0000
Epoch 2749/7000
0s - loss: 0.0400 - r_coeff: 0.3700 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2381 - val_success_ratio: 1.0000
Epoch 2750/7000
0s - loss: 0.0400 - r_coeff: 0.3701 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2387 - val_success_ratio: 1.0000
Epoch 2751/7000
0s - loss: 0.0400 - r_coeff: 0.3701 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2382 - val_success_ratio: 1.0000
Epoch 2752/7000
0s - loss: 0.0400 - r_coeff: 0.3702 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2388 - val_success_ratio: 1.0000
Epoch 2753/7000
0s - loss: 0.0400 - r_coeff: 0.3702 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2383 - val_success_ratio: 1.0000
Epoch 2754/7000
0s - loss: 0.0400 - r_coeff: 0.3703 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2389 - val_success_ratio: 1.0000
Epoch 2755/7000
0s - loss: 0.0400 - r_coeff: 0.3703 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2384 - val_success_ratio: 1.0000
Epoch 2756/7000
0s - loss: 0.0400 - r_coeff: 0.3703 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2390 - val_success_ratio: 1.0000
Epoch 2757/7000
0s - loss: 0.0400 - r_coeff: 0.3704 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2385 - val_success_ratio: 1.0000
Epoch 2758/7000
0s - loss: 0.0400 - r_coeff: 0.3704 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2391 - val_success_ratio: 1.0000
Epoch 2759/7000
0s - loss: 0.0400 - r_coeff: 0.3705 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2386 - val_success_ratio: 1.0000
Epoch 2760/7000
0s - loss: 0.0400 - r_coeff: 0.3705 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2392 - val_success_ratio: 1.0000
Epoch 2761/7000
0s - loss: 0.0400 - r_coeff: 0.3706 - success_ratio: 1.0000 - val_loss: 0.0369 - val_r_coeff: 0.2387 - val_success_ratio: 1.0000
Epoch 2762/7000
0s - loss: 0.0399 - r_coeff: 0.3706 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2393 - val_success_ratio: 1.0000
Epoch 2763/7000
0s - loss: 0.0399 - r_coeff: 0.3707 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2388 - val_success_ratio: 1.0000
Epoch 2764/7000
0s - loss: 0.0399 - r_coeff: 0.3707 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2394 - val_success_ratio: 1.0000
Epoch 2765/7000
0s - loss: 0.0399 - r_coeff: 0.3708 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2389 - val_success_ratio: 1.0000
Epoch 2766/7000
0s - loss: 0.0399 - r_coeff: 0.3708 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2395 - val_success_ratio: 1.0000
Epoch 2767/7000
0s - loss: 0.0399 - r_coeff: 0.3709 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2390 - val_success_ratio: 1.0000
Epoch 2768/7000
0s - loss: 0.0399 - r_coeff: 0.3709 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2396 - val_success_ratio: 1.0000
Epoch 2769/7000
0s - loss: 0.0399 - r_coeff: 0.3710 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2391 - val_success_ratio: 1.0000
Epoch 2770/7000
0s - loss: 0.0399 - r_coeff: 0.3710 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2397 - val_success_ratio: 1.0000
Epoch 2771/7000
0s - loss: 0.0399 - r_coeff: 0.3711 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2392 - val_success_ratio: 1.0000
Epoch 2772/7000
0s - loss: 0.0399 - r_coeff: 0.3711 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2398 - val_success_ratio: 1.0000
Epoch 2773/7000
0s - loss: 0.0399 - r_coeff: 0.3712 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2394 - val_success_ratio: 1.0000
Epoch 2774/7000
0s - loss: 0.0399 - r_coeff: 0.3712 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2399 - val_success_ratio: 1.0000
Epoch 2775/7000
0s - loss: 0.0399 - r_coeff: 0.3713 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2395 - val_success_ratio: 1.0000
Epoch 2776/7000
0s - loss: 0.0399 - r_coeff: 0.3713 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2400 - val_success_ratio: 1.0000
Epoch 2777/7000
0s - loss: 0.0399 - r_coeff: 0.3714 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2396 - val_success_ratio: 1.0000
Epoch 2778/7000
0s - loss: 0.0399 - r_coeff: 0.3714 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2401 - val_success_ratio: 1.0000
Epoch 2779/7000
0s - loss: 0.0399 - r_coeff: 0.3714 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2397 - val_success_ratio: 1.0000
Epoch 2780/7000
0s - loss: 0.0399 - r_coeff: 0.3715 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2402 - val_success_ratio: 1.0000
Epoch 2781/7000
0s - loss: 0.0399 - r_coeff: 0.3715 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2398 - val_success_ratio: 1.0000
Epoch 2782/7000
0s - loss: 0.0399 - r_coeff: 0.3716 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2403 - val_success_ratio: 1.0000
Epoch 2783/7000
0s - loss: 0.0399 - r_coeff: 0.3716 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2399 - val_success_ratio: 1.0000
Epoch 2784/7000
0s - loss: 0.0399 - r_coeff: 0.3717 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2404 - val_success_ratio: 1.0000
Epoch 2785/7000
0s - loss: 0.0399 - r_coeff: 0.3717 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2400 - val_success_ratio: 1.0000
Epoch 2786/7000
0s - loss: 0.0399 - r_coeff: 0.3718 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2405 - val_success_ratio: 1.0000
Epoch 2787/7000
0s - loss: 0.0399 - r_coeff: 0.3718 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2401 - val_success_ratio: 1.0000
Epoch 2788/7000
0s - loss: 0.0399 - r_coeff: 0.3719 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2407 - val_success_ratio: 1.0000
Epoch 2789/7000
0s - loss: 0.0399 - r_coeff: 0.3719 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2402 - val_success_ratio: 1.0000
Epoch 2790/7000
0s - loss: 0.0399 - r_coeff: 0.3720 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2408 - val_success_ratio: 1.0000
Epoch 2791/7000
0s - loss: 0.0399 - r_coeff: 0.3720 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2403 - val_success_ratio: 1.0000
Epoch 2792/7000
0s - loss: 0.0399 - r_coeff: 0.3721 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2409 - val_success_ratio: 1.0000
Epoch 2793/7000
0s - loss: 0.0399 - r_coeff: 0.3721 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2404 - val_success_ratio: 1.0000
Epoch 2794/7000
0s - loss: 0.0399 - r_coeff: 0.3722 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2410 - val_success_ratio: 1.0000
Epoch 2795/7000
0s - loss: 0.0398 - r_coeff: 0.3722 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2405 - val_success_ratio: 1.0000
Epoch 2796/7000
0s - loss: 0.0398 - r_coeff: 0.3722 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2411 - val_success_ratio: 1.0000
Epoch 2797/7000
0s - loss: 0.0398 - r_coeff: 0.3723 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2406 - val_success_ratio: 1.0000
Epoch 2798/7000
0s - loss: 0.0398 - r_coeff: 0.3723 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2412 - val_success_ratio: 1.0000
Epoch 2799/7000
0s - loss: 0.0398 - r_coeff: 0.3724 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2407 - val_success_ratio: 1.0000
Epoch 2800/7000
0s - loss: 0.0398 - r_coeff: 0.3724 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2413 - val_success_ratio: 1.0000
Epoch 2801/7000
0s - loss: 0.0398 - r_coeff: 0.3725 - success_ratio: 1.0000 - val_loss: 0.0368 - val_r_coeff: 0.2408 - val_success_ratio: 1.0000
Epoch 2802/7000
0s - loss: 0.0398 - r_coeff: 0.3725 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2414 - val_success_ratio: 1.0000
Epoch 2803/7000
0s - loss: 0.0398 - r_coeff: 0.3726 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2409 - val_success_ratio: 1.0000
Epoch 2804/7000
0s - loss: 0.0398 - r_coeff: 0.3726 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2415 - val_success_ratio: 1.0000
Epoch 2805/7000
0s - loss: 0.0398 - r_coeff: 0.3727 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2410 - val_success_ratio: 1.0000
Epoch 2806/7000
0s - loss: 0.0398 - r_coeff: 0.3727 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2416 - val_success_ratio: 1.0000
Epoch 2807/7000
0s - loss: 0.0398 - r_coeff: 0.3728 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2411 - val_success_ratio: 1.0000
Epoch 2808/7000
0s - loss: 0.0398 - r_coeff: 0.3728 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2417 - val_success_ratio: 1.0000
Epoch 2809/7000
0s - loss: 0.0398 - r_coeff: 0.3729 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2412 - val_success_ratio: 1.0000
Epoch 2810/7000
0s - loss: 0.0398 - r_coeff: 0.3729 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2418 - val_success_ratio: 1.0000
Epoch 2811/7000
0s - loss: 0.0398 - r_coeff: 0.3730 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2413 - val_success_ratio: 1.0000
Epoch 2812/7000
0s - loss: 0.0398 - r_coeff: 0.3730 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2419 - val_success_ratio: 1.0000
Epoch 2813/7000
0s - loss: 0.0398 - r_coeff: 0.3730 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2414 - val_success_ratio: 1.0000
Epoch 2814/7000
0s - loss: 0.0398 - r_coeff: 0.3731 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2420 - val_success_ratio: 1.0000
Epoch 2815/7000
0s - loss: 0.0398 - r_coeff: 0.3731 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2415 - val_success_ratio: 1.0000
Epoch 2816/7000
0s - loss: 0.0398 - r_coeff: 0.3732 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2421 - val_success_ratio: 1.0000
Epoch 2817/7000
0s - loss: 0.0398 - r_coeff: 0.3732 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2416 - val_success_ratio: 1.0000
Epoch 2818/7000
0s - loss: 0.0398 - r_coeff: 0.3733 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2422 - val_success_ratio: 1.0000
Epoch 2819/7000
0s - loss: 0.0398 - r_coeff: 0.3733 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2417 - val_success_ratio: 1.0000
Epoch 2820/7000
0s - loss: 0.0398 - r_coeff: 0.3734 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2423 - val_success_ratio: 1.0000
Epoch 2821/7000
0s - loss: 0.0398 - r_coeff: 0.3734 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2418 - val_success_ratio: 1.0000
Epoch 2822/7000
0s - loss: 0.0398 - r_coeff: 0.3735 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2424 - val_success_ratio: 1.0000
Epoch 2823/7000
0s - loss: 0.0398 - r_coeff: 0.3735 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2420 - val_success_ratio: 1.0000
Epoch 2824/7000
0s - loss: 0.0398 - r_coeff: 0.3736 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2425 - val_success_ratio: 1.0000
Epoch 2825/7000
0s - loss: 0.0398 - r_coeff: 0.3736 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2421 - val_success_ratio: 1.0000
Epoch 2826/7000
0s - loss: 0.0398 - r_coeff: 0.3736 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2426 - val_success_ratio: 1.0000
Epoch 2827/7000
0s - loss: 0.0398 - r_coeff: 0.3737 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2422 - val_success_ratio: 1.0000
Epoch 2828/7000
0s - loss: 0.0398 - r_coeff: 0.3737 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2427 - val_success_ratio: 1.0000
Epoch 2829/7000
0s - loss: 0.0397 - r_coeff: 0.3738 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2423 - val_success_ratio: 1.0000
Epoch 2830/7000
0s - loss: 0.0397 - r_coeff: 0.3738 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2428 - val_success_ratio: 1.0000
Epoch 2831/7000
0s - loss: 0.0397 - r_coeff: 0.3739 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2424 - val_success_ratio: 1.0000
Epoch 2832/7000
0s - loss: 0.0397 - r_coeff: 0.3739 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2429 - val_success_ratio: 1.0000
Epoch 2833/7000
0s - loss: 0.0397 - r_coeff: 0.3740 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2425 - val_success_ratio: 1.0000
Epoch 2834/7000
0s - loss: 0.0397 - r_coeff: 0.3740 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2430 - val_success_ratio: 1.0000
Epoch 2835/7000
0s - loss: 0.0397 - r_coeff: 0.3741 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2426 - val_success_ratio: 1.0000
Epoch 2836/7000
0s - loss: 0.0397 - r_coeff: 0.3741 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2431 - val_success_ratio: 1.0000
Epoch 2837/7000
0s - loss: 0.0397 - r_coeff: 0.3742 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2427 - val_success_ratio: 1.0000
Epoch 2838/7000
0s - loss: 0.0397 - r_coeff: 0.3742 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2432 - val_success_ratio: 1.0000
Epoch 2839/7000
0s - loss: 0.0397 - r_coeff: 0.3742 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2428 - val_success_ratio: 1.0000
Epoch 2840/7000
0s - loss: 0.0397 - r_coeff: 0.3743 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2433 - val_success_ratio: 1.0000
Epoch 2841/7000
0s - loss: 0.0397 - r_coeff: 0.3743 - success_ratio: 1.0000 - val_loss: 0.0367 - val_r_coeff: 0.2429 - val_success_ratio: 1.0000
Epoch 2842/7000
0s - loss: 0.0397 - r_coeff: 0.3744 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2434 - val_success_ratio: 1.0000
Epoch 2843/7000
0s - loss: 0.0397 - r_coeff: 0.3744 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2430 - val_success_ratio: 1.0000
Epoch 2844/7000
0s - loss: 0.0397 - r_coeff: 0.3745 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2435 - val_success_ratio: 1.0000
Epoch 2845/7000
0s - loss: 0.0397 - r_coeff: 0.3745 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2431 - val_success_ratio: 1.0000
Epoch 2846/7000
0s - loss: 0.0397 - r_coeff: 0.3746 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2436 - val_success_ratio: 1.0000
Epoch 2847/7000
0s - loss: 0.0397 - r_coeff: 0.3746 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2432 - val_success_ratio: 1.0000
Epoch 2848/7000
0s - loss: 0.0397 - r_coeff: 0.3747 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2437 - val_success_ratio: 1.0000
Epoch 2849/7000
0s - loss: 0.0397 - r_coeff: 0.3747 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2433 - val_success_ratio: 1.0000
Epoch 2850/7000
0s - loss: 0.0397 - r_coeff: 0.3747 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2438 - val_success_ratio: 1.0000
Epoch 2851/7000
0s - loss: 0.0397 - r_coeff: 0.3748 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2434 - val_success_ratio: 1.0000
Epoch 2852/7000
0s - loss: 0.0397 - r_coeff: 0.3748 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2439 - val_success_ratio: 1.0000
Epoch 2853/7000
0s - loss: 0.0397 - r_coeff: 0.3749 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2435 - val_success_ratio: 1.0000
Epoch 2854/7000
0s - loss: 0.0397 - r_coeff: 0.3749 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2440 - val_success_ratio: 1.0000
Epoch 2855/7000
0s - loss: 0.0397 - r_coeff: 0.3750 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2436 - val_success_ratio: 1.0000
Epoch 2856/7000
0s - loss: 0.0397 - r_coeff: 0.3750 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2442 - val_success_ratio: 1.0000
Epoch 2857/7000
0s - loss: 0.0397 - r_coeff: 0.3751 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2437 - val_success_ratio: 1.0000
Epoch 2858/7000
0s - loss: 0.0397 - r_coeff: 0.3751 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2443 - val_success_ratio: 1.0000
Epoch 2859/7000
0s - loss: 0.0397 - r_coeff: 0.3752 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2438 - val_success_ratio: 1.0000
Epoch 2860/7000
0s - loss: 0.0397 - r_coeff: 0.3752 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2444 - val_success_ratio: 1.0000
Epoch 2861/7000
0s - loss: 0.0397 - r_coeff: 0.3752 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2439 - val_success_ratio: 1.0000
Epoch 2862/7000
0s - loss: 0.0397 - r_coeff: 0.3753 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2445 - val_success_ratio: 1.0000
Epoch 2863/7000
0s - loss: 0.0397 - r_coeff: 0.3753 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2440 - val_success_ratio: 1.0000
Epoch 2864/7000
0s - loss: 0.0396 - r_coeff: 0.3754 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2446 - val_success_ratio: 1.0000
Epoch 2865/7000
0s - loss: 0.0396 - r_coeff: 0.3754 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2441 - val_success_ratio: 1.0000
Epoch 2866/7000
0s - loss: 0.0396 - r_coeff: 0.3755 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2447 - val_success_ratio: 1.0000
Epoch 2867/7000
0s - loss: 0.0396 - r_coeff: 0.3755 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2442 - val_success_ratio: 1.0000
Epoch 2868/7000
0s - loss: 0.0396 - r_coeff: 0.3756 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2448 - val_success_ratio: 1.0000
Epoch 2869/7000
0s - loss: 0.0396 - r_coeff: 0.3756 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2443 - val_success_ratio: 1.0000
Epoch 2870/7000
0s - loss: 0.0396 - r_coeff: 0.3757 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2449 - val_success_ratio: 1.0000
Epoch 2871/7000
0s - loss: 0.0396 - r_coeff: 0.3757 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2444 - val_success_ratio: 1.0000
Epoch 2872/7000
0s - loss: 0.0396 - r_coeff: 0.3757 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2450 - val_success_ratio: 1.0000
Epoch 2873/7000
0s - loss: 0.0396 - r_coeff: 0.3758 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2445 - val_success_ratio: 1.0000
Epoch 2874/7000
0s - loss: 0.0396 - r_coeff: 0.3758 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2451 - val_success_ratio: 1.0000
Epoch 2875/7000
0s - loss: 0.0396 - r_coeff: 0.3759 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2446 - val_success_ratio: 1.0000
Epoch 2876/7000
0s - loss: 0.0396 - r_coeff: 0.3759 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2452 - val_success_ratio: 1.0000
Epoch 2877/7000
0s - loss: 0.0396 - r_coeff: 0.3760 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2447 - val_success_ratio: 1.0000
Epoch 2878/7000
0s - loss: 0.0396 - r_coeff: 0.3760 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2453 - val_success_ratio: 1.0000
Epoch 2879/7000
0s - loss: 0.0396 - r_coeff: 0.3761 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2448 - val_success_ratio: 1.0000
Epoch 2880/7000
0s - loss: 0.0396 - r_coeff: 0.3761 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2454 - val_success_ratio: 1.0000
Epoch 2881/7000
0s - loss: 0.0396 - r_coeff: 0.3761 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2449 - val_success_ratio: 1.0000
Epoch 2882/7000
0s - loss: 0.0396 - r_coeff: 0.3762 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2455 - val_success_ratio: 1.0000
Epoch 2883/7000
0s - loss: 0.0396 - r_coeff: 0.3762 - success_ratio: 1.0000 - val_loss: 0.0366 - val_r_coeff: 0.2450 - val_success_ratio: 1.0000
Epoch 2884/7000
0s - loss: 0.0396 - r_coeff: 0.3763 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2456 - val_success_ratio: 1.0000
Epoch 2885/7000
0s - loss: 0.0396 - r_coeff: 0.3763 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2451 - val_success_ratio: 1.0000
Epoch 2886/7000
0s - loss: 0.0396 - r_coeff: 0.3764 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2457 - val_success_ratio: 1.0000
Epoch 2887/7000
0s - loss: 0.0396 - r_coeff: 0.3764 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2452 - val_success_ratio: 1.0000
Epoch 2888/7000
0s - loss: 0.0396 - r_coeff: 0.3765 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2458 - val_success_ratio: 1.0000
Epoch 2889/7000
0s - loss: 0.0396 - r_coeff: 0.3765 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2453 - val_success_ratio: 1.0000
Epoch 2890/7000
0s - loss: 0.0396 - r_coeff: 0.3765 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2459 - val_success_ratio: 1.0000
Epoch 2891/7000
0s - loss: 0.0396 - r_coeff: 0.3766 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2454 - val_success_ratio: 1.0000
Epoch 2892/7000
0s - loss: 0.0396 - r_coeff: 0.3766 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2460 - val_success_ratio: 1.0000
Epoch 2893/7000
0s - loss: 0.0396 - r_coeff: 0.3767 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2455 - val_success_ratio: 1.0000
Epoch 2894/7000
0s - loss: 0.0396 - r_coeff: 0.3767 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2461 - val_success_ratio: 1.0000
Epoch 2895/7000
0s - loss: 0.0396 - r_coeff: 0.3768 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2456 - val_success_ratio: 1.0000
Epoch 2896/7000
0s - loss: 0.0396 - r_coeff: 0.3768 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2462 - val_success_ratio: 1.0000
Epoch 2897/7000
0s - loss: 0.0396 - r_coeff: 0.3769 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2457 - val_success_ratio: 1.0000
Epoch 2898/7000
0s - loss: 0.0396 - r_coeff: 0.3769 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2462 - val_success_ratio: 1.0000
Epoch 2899/7000
0s - loss: 0.0395 - r_coeff: 0.3769 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2458 - val_success_ratio: 1.0000
Epoch 2900/7000
0s - loss: 0.0395 - r_coeff: 0.3770 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2463 - val_success_ratio: 1.0000
Epoch 2901/7000
0s - loss: 0.0395 - r_coeff: 0.3770 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2459 - val_success_ratio: 1.0000
Epoch 2902/7000
0s - loss: 0.0395 - r_coeff: 0.3771 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2464 - val_success_ratio: 1.0000
Epoch 2903/7000
0s - loss: 0.0395 - r_coeff: 0.3771 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2460 - val_success_ratio: 1.0000
Epoch 2904/7000
0s - loss: 0.0395 - r_coeff: 0.3772 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2465 - val_success_ratio: 1.0000
Epoch 2905/7000
0s - loss: 0.0395 - r_coeff: 0.3772 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2461 - val_success_ratio: 1.0000
Epoch 2906/7000
0s - loss: 0.0395 - r_coeff: 0.3773 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2466 - val_success_ratio: 1.0000
Epoch 2907/7000
0s - loss: 0.0395 - r_coeff: 0.3773 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2462 - val_success_ratio: 1.0000
Epoch 2908/7000
0s - loss: 0.0395 - r_coeff: 0.3773 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2467 - val_success_ratio: 1.0000
Epoch 2909/7000
0s - loss: 0.0395 - r_coeff: 0.3774 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2463 - val_success_ratio: 1.0000
Epoch 2910/7000
0s - loss: 0.0395 - r_coeff: 0.3774 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2468 - val_success_ratio: 1.0000
Epoch 2911/7000
0s - loss: 0.0395 - r_coeff: 0.3775 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2464 - val_success_ratio: 1.0000
Epoch 2912/7000
0s - loss: 0.0395 - r_coeff: 0.3775 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2469 - val_success_ratio: 1.0000
Epoch 2913/7000
0s - loss: 0.0395 - r_coeff: 0.3776 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2465 - val_success_ratio: 1.0000
Epoch 2914/7000
0s - loss: 0.0395 - r_coeff: 0.3776 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2470 - val_success_ratio: 1.0000
Epoch 2915/7000
0s - loss: 0.0395 - r_coeff: 0.3777 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2466 - val_success_ratio: 1.0000
Epoch 2916/7000
0s - loss: 0.0395 - r_coeff: 0.3777 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2471 - val_success_ratio: 1.0000
Epoch 2917/7000
0s - loss: 0.0395 - r_coeff: 0.3777 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2467 - val_success_ratio: 1.0000
Epoch 2918/7000
0s - loss: 0.0395 - r_coeff: 0.3778 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2472 - val_success_ratio: 1.0000
Epoch 2919/7000
0s - loss: 0.0395 - r_coeff: 0.3778 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2468 - val_success_ratio: 1.0000
Epoch 2920/7000
0s - loss: 0.0395 - r_coeff: 0.3779 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2473 - val_success_ratio: 1.0000
Epoch 2921/7000
0s - loss: 0.0395 - r_coeff: 0.3779 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2469 - val_success_ratio: 1.0000
Epoch 2922/7000
0s - loss: 0.0395 - r_coeff: 0.3780 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2474 - val_success_ratio: 1.0000
Epoch 2923/7000
0s - loss: 0.0395 - r_coeff: 0.3780 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2470 - val_success_ratio: 1.0000
Epoch 2924/7000
0s - loss: 0.0395 - r_coeff: 0.3780 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2475 - val_success_ratio: 1.0000
Epoch 2925/7000
0s - loss: 0.0395 - r_coeff: 0.3781 - success_ratio: 1.0000 - val_loss: 0.0365 - val_r_coeff: 0.2470 - val_success_ratio: 1.0000
Epoch 2926/7000
0s - loss: 0.0395 - r_coeff: 0.3781 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2476 - val_success_ratio: 1.0000
Epoch 2927/7000
0s - loss: 0.0395 - r_coeff: 0.3782 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2471 - val_success_ratio: 1.0000
Epoch 2928/7000
0s - loss: 0.0395 - r_coeff: 0.3782 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2477 - val_success_ratio: 1.0000
Epoch 2929/7000
0s - loss: 0.0395 - r_coeff: 0.3783 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2472 - val_success_ratio: 1.0000
Epoch 2930/7000
0s - loss: 0.0395 - r_coeff: 0.3783 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2478 - val_success_ratio: 1.0000
Epoch 2931/7000
0s - loss: 0.0395 - r_coeff: 0.3783 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2473 - val_success_ratio: 1.0000
Epoch 2932/7000
0s - loss: 0.0395 - r_coeff: 0.3784 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2479 - val_success_ratio: 1.0000
Epoch 2933/7000
0s - loss: 0.0395 - r_coeff: 0.3784 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2474 - val_success_ratio: 1.0000
Epoch 2934/7000
0s - loss: 0.0395 - r_coeff: 0.3785 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2480 - val_success_ratio: 1.0000
Epoch 2935/7000
0s - loss: 0.0394 - r_coeff: 0.3785 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2475 - val_success_ratio: 1.0000
Epoch 2936/7000
0s - loss: 0.0394 - r_coeff: 0.3786 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2481 - val_success_ratio: 1.0000
Epoch 2937/7000
0s - loss: 0.0394 - r_coeff: 0.3786 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2476 - val_success_ratio: 1.0000
Epoch 2938/7000
0s - loss: 0.0394 - r_coeff: 0.3787 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2482 - val_success_ratio: 1.0000
Epoch 2939/7000
0s - loss: 0.0394 - r_coeff: 0.3787 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2477 - val_success_ratio: 1.0000
Epoch 2940/7000
0s - loss: 0.0394 - r_coeff: 0.3787 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2483 - val_success_ratio: 1.0000
Epoch 2941/7000
0s - loss: 0.0394 - r_coeff: 0.3788 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2478 - val_success_ratio: 1.0000
Epoch 2942/7000
0s - loss: 0.0394 - r_coeff: 0.3788 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2484 - val_success_ratio: 1.0000
Epoch 2943/7000
0s - loss: 0.0394 - r_coeff: 0.3789 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2479 - val_success_ratio: 1.0000
Epoch 2944/7000
0s - loss: 0.0394 - r_coeff: 0.3789 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2485 - val_success_ratio: 1.0000
Epoch 2945/7000
0s - loss: 0.0394 - r_coeff: 0.3790 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2480 - val_success_ratio: 1.0000
Epoch 2946/7000
0s - loss: 0.0394 - r_coeff: 0.3790 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2486 - val_success_ratio: 1.0000
Epoch 2947/7000
0s - loss: 0.0394 - r_coeff: 0.3790 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2481 - val_success_ratio: 1.0000
Epoch 2948/7000
0s - loss: 0.0394 - r_coeff: 0.3791 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2487 - val_success_ratio: 1.0000
Epoch 2949/7000
0s - loss: 0.0394 - r_coeff: 0.3791 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2482 - val_success_ratio: 1.0000
Epoch 2950/7000
0s - loss: 0.0394 - r_coeff: 0.3792 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2488 - val_success_ratio: 1.0000
Epoch 2951/7000
0s - loss: 0.0394 - r_coeff: 0.3792 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2483 - val_success_ratio: 1.0000
Epoch 2952/7000
0s - loss: 0.0394 - r_coeff: 0.3793 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2489 - val_success_ratio: 1.0000
Epoch 2953/7000
0s - loss: 0.0394 - r_coeff: 0.3793 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2484 - val_success_ratio: 1.0000
Epoch 2954/7000
0s - loss: 0.0394 - r_coeff: 0.3793 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2490 - val_success_ratio: 1.0000
Epoch 2955/7000
0s - loss: 0.0394 - r_coeff: 0.3794 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2485 - val_success_ratio: 1.0000
Epoch 2956/7000
0s - loss: 0.0394 - r_coeff: 0.3794 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2491 - val_success_ratio: 1.0000
Epoch 2957/7000
0s - loss: 0.0394 - r_coeff: 0.3795 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2486 - val_success_ratio: 1.0000
Epoch 2958/7000
0s - loss: 0.0394 - r_coeff: 0.3795 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2492 - val_success_ratio: 1.0000
Epoch 2959/7000
0s - loss: 0.0394 - r_coeff: 0.3796 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2487 - val_success_ratio: 1.0000
Epoch 2960/7000
0s - loss: 0.0394 - r_coeff: 0.3796 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2492 - val_success_ratio: 1.0000
Epoch 2961/7000
0s - loss: 0.0394 - r_coeff: 0.3796 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2488 - val_success_ratio: 1.0000
Epoch 2962/7000
0s - loss: 0.0394 - r_coeff: 0.3797 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2493 - val_success_ratio: 1.0000
Epoch 2963/7000
0s - loss: 0.0394 - r_coeff: 0.3797 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2489 - val_success_ratio: 1.0000
Epoch 2964/7000
0s - loss: 0.0394 - r_coeff: 0.3798 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2494 - val_success_ratio: 1.0000
Epoch 2965/7000
0s - loss: 0.0394 - r_coeff: 0.3798 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2490 - val_success_ratio: 1.0000
Epoch 2966/7000
0s - loss: 0.0394 - r_coeff: 0.3799 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2495 - val_success_ratio: 1.0000
Epoch 2967/7000
0s - loss: 0.0394 - r_coeff: 0.3799 - success_ratio: 1.0000 - val_loss: 0.0364 - val_r_coeff: 0.2491 - val_success_ratio: 1.0000
Epoch 2968/7000
0s - loss: 0.0394 - r_coeff: 0.3799 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2496 - val_success_ratio: 1.0000
Epoch 2969/7000
0s - loss: 0.0394 - r_coeff: 0.3800 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2491 - val_success_ratio: 1.0000
Epoch 2970/7000
0s - loss: 0.0394 - r_coeff: 0.3800 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2497 - val_success_ratio: 1.0000
Epoch 2971/7000
0s - loss: 0.0394 - r_coeff: 0.3801 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2492 - val_success_ratio: 1.0000
Epoch 2972/7000
0s - loss: 0.0393 - r_coeff: 0.3801 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2498 - val_success_ratio: 1.0000
Epoch 2973/7000
0s - loss: 0.0393 - r_coeff: 0.3802 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2493 - val_success_ratio: 1.0000
Epoch 2974/7000
0s - loss: 0.0393 - r_coeff: 0.3802 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2499 - val_success_ratio: 1.0000
Epoch 2975/7000
0s - loss: 0.0393 - r_coeff: 0.3802 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2494 - val_success_ratio: 1.0000
Epoch 2976/7000
0s - loss: 0.0393 - r_coeff: 0.3803 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2500 - val_success_ratio: 1.0000
Epoch 2977/7000
0s - loss: 0.0393 - r_coeff: 0.3803 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2495 - val_success_ratio: 1.0000
Epoch 2978/7000
0s - loss: 0.0393 - r_coeff: 0.3804 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2501 - val_success_ratio: 1.0000
Epoch 2979/7000
0s - loss: 0.0393 - r_coeff: 0.3804 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2496 - val_success_ratio: 1.0000
Epoch 2980/7000
0s - loss: 0.0393 - r_coeff: 0.3804 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2502 - val_success_ratio: 1.0000
Epoch 2981/7000
0s - loss: 0.0393 - r_coeff: 0.3805 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2497 - val_success_ratio: 1.0000
Epoch 2982/7000
0s - loss: 0.0393 - r_coeff: 0.3805 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2503 - val_success_ratio: 1.0000
Epoch 2983/7000
0s - loss: 0.0393 - r_coeff: 0.3806 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2498 - val_success_ratio: 1.0000
Epoch 2984/7000
0s - loss: 0.0393 - r_coeff: 0.3806 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2504 - val_success_ratio: 1.0000
Epoch 2985/7000
0s - loss: 0.0393 - r_coeff: 0.3807 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2499 - val_success_ratio: 1.0000
Epoch 2986/7000
0s - loss: 0.0393 - r_coeff: 0.3807 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2505 - val_success_ratio: 1.0000
Epoch 2987/7000
0s - loss: 0.0393 - r_coeff: 0.3807 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2500 - val_success_ratio: 1.0000
Epoch 2988/7000
0s - loss: 0.0393 - r_coeff: 0.3808 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2506 - val_success_ratio: 1.0000
Epoch 2989/7000
0s - loss: 0.0393 - r_coeff: 0.3808 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2501 - val_success_ratio: 1.0000
Epoch 2990/7000
0s - loss: 0.0393 - r_coeff: 0.3809 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2507 - val_success_ratio: 1.0000
Epoch 2991/7000
0s - loss: 0.0393 - r_coeff: 0.3809 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2502 - val_success_ratio: 1.0000
Epoch 2992/7000
0s - loss: 0.0393 - r_coeff: 0.3809 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2508 - val_success_ratio: 1.0000
Epoch 2993/7000
0s - loss: 0.0393 - r_coeff: 0.3810 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2503 - val_success_ratio: 1.0000
Epoch 2994/7000
0s - loss: 0.0393 - r_coeff: 0.3810 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2508 - val_success_ratio: 1.0000
Epoch 2995/7000
0s - loss: 0.0393 - r_coeff: 0.3811 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2504 - val_success_ratio: 1.0000
Epoch 2996/7000
0s - loss: 0.0393 - r_coeff: 0.3811 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2509 - val_success_ratio: 1.0000
Epoch 2997/7000
0s - loss: 0.0393 - r_coeff: 0.3812 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2505 - val_success_ratio: 1.0000
Epoch 2998/7000
0s - loss: 0.0393 - r_coeff: 0.3812 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2510 - val_success_ratio: 1.0000
Epoch 2999/7000
0s - loss: 0.0393 - r_coeff: 0.3812 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2505 - val_success_ratio: 1.0000
Epoch 3000/7000
0s - loss: 0.0393 - r_coeff: 0.3813 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2511 - val_success_ratio: 1.0000
Epoch 3001/7000
0s - loss: 0.0393 - r_coeff: 0.3813 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2506 - val_success_ratio: 1.0000
Epoch 3002/7000
0s - loss: 0.0393 - r_coeff: 0.3814 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2512 - val_success_ratio: 1.0000
Epoch 3003/7000
0s - loss: 0.0393 - r_coeff: 0.3814 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2507 - val_success_ratio: 1.0000
Epoch 3004/7000
0s - loss: 0.0393 - r_coeff: 0.3815 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2513 - val_success_ratio: 1.0000
Epoch 3005/7000
0s - loss: 0.0393 - r_coeff: 0.3815 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2508 - val_success_ratio: 1.0000
Epoch 3006/7000
0s - loss: 0.0393 - r_coeff: 0.3815 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2514 - val_success_ratio: 1.0000
Epoch 3007/7000
0s - loss: 0.0393 - r_coeff: 0.3816 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2509 - val_success_ratio: 1.0000
Epoch 3008/7000
0s - loss: 0.0393 - r_coeff: 0.3816 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2515 - val_success_ratio: 1.0000
Epoch 3009/7000
0s - loss: 0.0392 - r_coeff: 0.3817 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2510 - val_success_ratio: 1.0000
Epoch 3010/7000
0s - loss: 0.0392 - r_coeff: 0.3817 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2516 - val_success_ratio: 1.0000
Epoch 3011/7000
0s - loss: 0.0392 - r_coeff: 0.3817 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2511 - val_success_ratio: 1.0000
Epoch 3012/7000
0s - loss: 0.0392 - r_coeff: 0.3818 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2517 - val_success_ratio: 1.0000
Epoch 3013/7000
0s - loss: 0.0392 - r_coeff: 0.3818 - success_ratio: 1.0000 - val_loss: 0.0363 - val_r_coeff: 0.2512 - val_success_ratio: 1.0000
Epoch 3014/7000
0s - loss: 0.0392 - r_coeff: 0.3819 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2518 - val_success_ratio: 1.0000
Epoch 3015/7000
0s - loss: 0.0392 - r_coeff: 0.3819 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2513 - val_success_ratio: 1.0000
Epoch 3016/7000
0s - loss: 0.0392 - r_coeff: 0.3819 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2519 - val_success_ratio: 1.0000
Epoch 3017/7000
0s - loss: 0.0392 - r_coeff: 0.3820 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2514 - val_success_ratio: 1.0000
Epoch 3018/7000
0s - loss: 0.0392 - r_coeff: 0.3820 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2519 - val_success_ratio: 1.0000
Epoch 3019/7000
0s - loss: 0.0392 - r_coeff: 0.3821 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2515 - val_success_ratio: 1.0000
Epoch 3020/7000
0s - loss: 0.0392 - r_coeff: 0.3821 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2520 - val_success_ratio: 1.0000
Epoch 3021/7000
0s - loss: 0.0392 - r_coeff: 0.3822 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2515 - val_success_ratio: 1.0000
Epoch 3022/7000
0s - loss: 0.0392 - r_coeff: 0.3822 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2521 - val_success_ratio: 1.0000
Epoch 3023/7000
0s - loss: 0.0392 - r_coeff: 0.3822 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2516 - val_success_ratio: 1.0000
Epoch 3024/7000
0s - loss: 0.0392 - r_coeff: 0.3823 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2522 - val_success_ratio: 1.0000
Epoch 3025/7000
0s - loss: 0.0392 - r_coeff: 0.3823 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2517 - val_success_ratio: 1.0000
Epoch 3026/7000
0s - loss: 0.0392 - r_coeff: 0.3824 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2523 - val_success_ratio: 1.0000
Epoch 3027/7000
0s - loss: 0.0392 - r_coeff: 0.3824 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2518 - val_success_ratio: 1.0000
Epoch 3028/7000
0s - loss: 0.0392 - r_coeff: 0.3824 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2524 - val_success_ratio: 1.0000
Epoch 3029/7000
0s - loss: 0.0392 - r_coeff: 0.3825 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2519 - val_success_ratio: 1.0000
Epoch 3030/7000
0s - loss: 0.0392 - r_coeff: 0.3825 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2525 - val_success_ratio: 1.0000
Epoch 3031/7000
0s - loss: 0.0392 - r_coeff: 0.3826 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2520 - val_success_ratio: 1.0000
Epoch 3032/7000
0s - loss: 0.0392 - r_coeff: 0.3826 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2526 - val_success_ratio: 1.0000
Epoch 3033/7000
0s - loss: 0.0392 - r_coeff: 0.3826 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2521 - val_success_ratio: 1.0000
Epoch 3034/7000
0s - loss: 0.0392 - r_coeff: 0.3827 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2527 - val_success_ratio: 1.0000
Epoch 3035/7000
0s - loss: 0.0392 - r_coeff: 0.3827 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2522 - val_success_ratio: 1.0000
Epoch 3036/7000
0s - loss: 0.0392 - r_coeff: 0.3828 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2528 - val_success_ratio: 1.0000
Epoch 3037/7000
0s - loss: 0.0392 - r_coeff: 0.3828 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2523 - val_success_ratio: 1.0000
Epoch 3038/7000
0s - loss: 0.0392 - r_coeff: 0.3828 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2528 - val_success_ratio: 1.0000
Epoch 3039/7000
0s - loss: 0.0392 - r_coeff: 0.3829 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2524 - val_success_ratio: 1.0000
Epoch 3040/7000
0s - loss: 0.0392 - r_coeff: 0.3829 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2529 - val_success_ratio: 1.0000
Epoch 3041/7000
0s - loss: 0.0392 - r_coeff: 0.3830 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2524 - val_success_ratio: 1.0000
Epoch 3042/7000
0s - loss: 0.0392 - r_coeff: 0.3830 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2530 - val_success_ratio: 1.0000
Epoch 3043/7000
0s - loss: 0.0392 - r_coeff: 0.3831 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2525 - val_success_ratio: 1.0000
Epoch 3044/7000
0s - loss: 0.0392 - r_coeff: 0.3831 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2531 - val_success_ratio: 1.0000
Epoch 3045/7000
0s - loss: 0.0392 - r_coeff: 0.3831 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2526 - val_success_ratio: 1.0000
Epoch 3046/7000
0s - loss: 0.0392 - r_coeff: 0.3832 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2532 - val_success_ratio: 1.0000
Epoch 3047/7000
0s - loss: 0.0392 - r_coeff: 0.3832 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2527 - val_success_ratio: 1.0000
Epoch 3048/7000
0s - loss: 0.0391 - r_coeff: 0.3833 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2533 - val_success_ratio: 1.0000
Epoch 3049/7000
0s - loss: 0.0391 - r_coeff: 0.3833 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2528 - val_success_ratio: 1.0000
Epoch 3050/7000
0s - loss: 0.0391 - r_coeff: 0.3833 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2534 - val_success_ratio: 1.0000
Epoch 3051/7000
0s - loss: 0.0391 - r_coeff: 0.3834 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2529 - val_success_ratio: 1.0000
Epoch 3052/7000
0s - loss: 0.0391 - r_coeff: 0.3834 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2535 - val_success_ratio: 1.0000
Epoch 3053/7000
0s - loss: 0.0391 - r_coeff: 0.3835 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2530 - val_success_ratio: 1.0000
Epoch 3054/7000
0s - loss: 0.0391 - r_coeff: 0.3835 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2536 - val_success_ratio: 1.0000
Epoch 3055/7000
0s - loss: 0.0391 - r_coeff: 0.3835 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2531 - val_success_ratio: 1.0000
Epoch 3056/7000
0s - loss: 0.0391 - r_coeff: 0.3836 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2537 - val_success_ratio: 1.0000
Epoch 3057/7000
0s - loss: 0.0391 - r_coeff: 0.3836 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2532 - val_success_ratio: 1.0000
Epoch 3058/7000
0s - loss: 0.0391 - r_coeff: 0.3837 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2537 - val_success_ratio: 1.0000
Epoch 3059/7000
0s - loss: 0.0391 - r_coeff: 0.3837 - success_ratio: 1.0000 - val_loss: 0.0362 - val_r_coeff: 0.2532 - val_success_ratio: 1.0000
Epoch 3060/7000
0s - loss: 0.0391 - r_coeff: 0.3837 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2538 - val_success_ratio: 1.0000
Epoch 3061/7000
0s - loss: 0.0391 - r_coeff: 0.3838 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2533 - val_success_ratio: 1.0000
Epoch 3062/7000
0s - loss: 0.0391 - r_coeff: 0.3838 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2539 - val_success_ratio: 1.0000
Epoch 3063/7000
0s - loss: 0.0391 - r_coeff: 0.3839 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2534 - val_success_ratio: 1.0000
Epoch 3064/7000
0s - loss: 0.0391 - r_coeff: 0.3839 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2540 - val_success_ratio: 1.0000
Epoch 3065/7000
0s - loss: 0.0391 - r_coeff: 0.3839 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2535 - val_success_ratio: 1.0000
Epoch 3066/7000
0s - loss: 0.0391 - r_coeff: 0.3840 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2541 - val_success_ratio: 1.0000
Epoch 3067/7000
0s - loss: 0.0391 - r_coeff: 0.3840 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2536 - val_success_ratio: 1.0000
Epoch 3068/7000
0s - loss: 0.0391 - r_coeff: 0.3841 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2542 - val_success_ratio: 1.0000
Epoch 3069/7000
0s - loss: 0.0391 - r_coeff: 0.3841 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2537 - val_success_ratio: 1.0000
Epoch 3070/7000
0s - loss: 0.0391 - r_coeff: 0.3841 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2543 - val_success_ratio: 1.0000
Epoch 3071/7000
0s - loss: 0.0391 - r_coeff: 0.3842 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2538 - val_success_ratio: 1.0000
Epoch 3072/7000
0s - loss: 0.0391 - r_coeff: 0.3842 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2544 - val_success_ratio: 1.0000
Epoch 3073/7000
0s - loss: 0.0391 - r_coeff: 0.3843 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2539 - val_success_ratio: 1.0000
Epoch 3074/7000
0s - loss: 0.0391 - r_coeff: 0.3843 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2544 - val_success_ratio: 1.0000
Epoch 3075/7000
0s - loss: 0.0391 - r_coeff: 0.3843 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2539 - val_success_ratio: 1.0000
Epoch 3076/7000
0s - loss: 0.0391 - r_coeff: 0.3844 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2545 - val_success_ratio: 1.0000
Epoch 3077/7000
0s - loss: 0.0391 - r_coeff: 0.3844 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2540 - val_success_ratio: 1.0000
Epoch 3078/7000
0s - loss: 0.0391 - r_coeff: 0.3845 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2546 - val_success_ratio: 1.0000
Epoch 3079/7000
0s - loss: 0.0391 - r_coeff: 0.3845 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2541 - val_success_ratio: 1.0000
Epoch 3080/7000
0s - loss: 0.0391 - r_coeff: 0.3845 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2547 - val_success_ratio: 1.0000
Epoch 3081/7000
0s - loss: 0.0391 - r_coeff: 0.3846 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2542 - val_success_ratio: 1.0000
Epoch 3082/7000
0s - loss: 0.0391 - r_coeff: 0.3846 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2548 - val_success_ratio: 1.0000
Epoch 3083/7000
0s - loss: 0.0391 - r_coeff: 0.3847 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2543 - val_success_ratio: 1.0000
Epoch 3084/7000
0s - loss: 0.0391 - r_coeff: 0.3847 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2549 - val_success_ratio: 1.0000
Epoch 3085/7000
0s - loss: 0.0391 - r_coeff: 0.3847 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2544 - val_success_ratio: 1.0000
Epoch 3086/7000
0s - loss: 0.0391 - r_coeff: 0.3848 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2550 - val_success_ratio: 1.0000
Epoch 3087/7000
0s - loss: 0.0390 - r_coeff: 0.3848 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2545 - val_success_ratio: 1.0000
Epoch 3088/7000
0s - loss: 0.0390 - r_coeff: 0.3849 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2551 - val_success_ratio: 1.0000
Epoch 3089/7000
0s - loss: 0.0390 - r_coeff: 0.3849 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2546 - val_success_ratio: 1.0000
Epoch 3090/7000
0s - loss: 0.0390 - r_coeff: 0.3849 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2551 - val_success_ratio: 1.0000
Epoch 3091/7000
0s - loss: 0.0390 - r_coeff: 0.3850 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2546 - val_success_ratio: 1.0000
Epoch 3092/7000
0s - loss: 0.0390 - r_coeff: 0.3850 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2552 - val_success_ratio: 1.0000
Epoch 3093/7000
0s - loss: 0.0390 - r_coeff: 0.3850 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2547 - val_success_ratio: 1.0000
Epoch 3094/7000
0s - loss: 0.0390 - r_coeff: 0.3851 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2553 - val_success_ratio: 1.0000
Epoch 3095/7000
0s - loss: 0.0390 - r_coeff: 0.3851 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2548 - val_success_ratio: 1.0000
Epoch 3096/7000
0s - loss: 0.0390 - r_coeff: 0.3852 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2554 - val_success_ratio: 1.0000
Epoch 3097/7000
0s - loss: 0.0390 - r_coeff: 0.3852 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2549 - val_success_ratio: 1.0000
Epoch 3098/7000
0s - loss: 0.0390 - r_coeff: 0.3852 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2555 - val_success_ratio: 1.0000
Epoch 3099/7000
0s - loss: 0.0390 - r_coeff: 0.3853 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2550 - val_success_ratio: 1.0000
Epoch 3100/7000
0s - loss: 0.0390 - r_coeff: 0.3853 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2556 - val_success_ratio: 1.0000
Epoch 3101/7000
0s - loss: 0.0390 - r_coeff: 0.3854 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2551 - val_success_ratio: 1.0000
Epoch 3102/7000
0s - loss: 0.0390 - r_coeff: 0.3854 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2557 - val_success_ratio: 1.0000
Epoch 3103/7000
0s - loss: 0.0390 - r_coeff: 0.3854 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2552 - val_success_ratio: 1.0000
Epoch 3104/7000
0s - loss: 0.0390 - r_coeff: 0.3855 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2557 - val_success_ratio: 1.0000
Epoch 3105/7000
0s - loss: 0.0390 - r_coeff: 0.3855 - success_ratio: 1.0000 - val_loss: 0.0361 - val_r_coeff: 0.2552 - val_success_ratio: 1.0000
Epoch 3106/7000
0s - loss: 0.0390 - r_coeff: 0.3856 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2558 - val_success_ratio: 1.0000
Epoch 3107/7000
0s - loss: 0.0390 - r_coeff: 0.3856 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2553 - val_success_ratio: 1.0000
Epoch 3108/7000
0s - loss: 0.0390 - r_coeff: 0.3856 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2559 - val_success_ratio: 1.0000
Epoch 3109/7000
0s - loss: 0.0390 - r_coeff: 0.3857 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2554 - val_success_ratio: 1.0000
Epoch 3110/7000
0s - loss: 0.0390 - r_coeff: 0.3857 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2560 - val_success_ratio: 1.0000
Epoch 3111/7000
0s - loss: 0.0390 - r_coeff: 0.3858 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2555 - val_success_ratio: 1.0000
Epoch 3112/7000
0s - loss: 0.0390 - r_coeff: 0.3858 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2561 - val_success_ratio: 1.0000
Epoch 3113/7000
0s - loss: 0.0390 - r_coeff: 0.3858 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2556 - val_success_ratio: 1.0000
Epoch 3114/7000
0s - loss: 0.0390 - r_coeff: 0.3859 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2562 - val_success_ratio: 1.0000
Epoch 3115/7000
0s - loss: 0.0390 - r_coeff: 0.3859 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2557 - val_success_ratio: 1.0000
Epoch 3116/7000
0s - loss: 0.0390 - r_coeff: 0.3859 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2563 - val_success_ratio: 1.0000
Epoch 3117/7000
0s - loss: 0.0390 - r_coeff: 0.3860 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2558 - val_success_ratio: 1.0000
Epoch 3118/7000
0s - loss: 0.0390 - r_coeff: 0.3860 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2563 - val_success_ratio: 1.0000
Epoch 3119/7000
0s - loss: 0.0390 - r_coeff: 0.3861 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2558 - val_success_ratio: 1.0000
Epoch 3120/7000
0s - loss: 0.0390 - r_coeff: 0.3861 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2564 - val_success_ratio: 1.0000
Epoch 3121/7000
0s - loss: 0.0390 - r_coeff: 0.3861 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2559 - val_success_ratio: 1.0000
Epoch 3122/7000
0s - loss: 0.0390 - r_coeff: 0.3862 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2565 - val_success_ratio: 1.0000
Epoch 3123/7000
0s - loss: 0.0390 - r_coeff: 0.3862 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2560 - val_success_ratio: 1.0000
Epoch 3124/7000
0s - loss: 0.0390 - r_coeff: 0.3863 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2566 - val_success_ratio: 1.0000
Epoch 3125/7000
0s - loss: 0.0390 - r_coeff: 0.3863 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2561 - val_success_ratio: 1.0000
Epoch 3126/7000
0s - loss: 0.0390 - r_coeff: 0.3863 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2567 - val_success_ratio: 1.0000
Epoch 3127/7000
0s - loss: 0.0390 - r_coeff: 0.3864 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2562 - val_success_ratio: 1.0000
Epoch 3128/7000
0s - loss: 0.0389 - r_coeff: 0.3864 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2568 - val_success_ratio: 1.0000
Epoch 3129/7000
0s - loss: 0.0389 - r_coeff: 0.3864 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2563 - val_success_ratio: 1.0000
Epoch 3130/7000
0s - loss: 0.0389 - r_coeff: 0.3865 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2569 - val_success_ratio: 1.0000
Epoch 3131/7000
0s - loss: 0.0389 - r_coeff: 0.3865 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2563 - val_success_ratio: 1.0000
Epoch 3132/7000
0s - loss: 0.0389 - r_coeff: 0.3866 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2569 - val_success_ratio: 1.0000
Epoch 3133/7000
0s - loss: 0.0389 - r_coeff: 0.3866 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2564 - val_success_ratio: 1.0000
Epoch 3134/7000
0s - loss: 0.0389 - r_coeff: 0.3866 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2570 - val_success_ratio: 1.0000
Epoch 3135/7000
0s - loss: 0.0389 - r_coeff: 0.3867 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2565 - val_success_ratio: 1.0000
Epoch 3136/7000
0s - loss: 0.0389 - r_coeff: 0.3867 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2571 - val_success_ratio: 1.0000
Epoch 3137/7000
0s - loss: 0.0389 - r_coeff: 0.3868 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2566 - val_success_ratio: 1.0000
Epoch 3138/7000
0s - loss: 0.0389 - r_coeff: 0.3868 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2572 - val_success_ratio: 1.0000
Epoch 3139/7000
0s - loss: 0.0389 - r_coeff: 0.3868 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2567 - val_success_ratio: 1.0000
Epoch 3140/7000
0s - loss: 0.0389 - r_coeff: 0.3869 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2573 - val_success_ratio: 1.0000
Epoch 3141/7000
0s - loss: 0.0389 - r_coeff: 0.3869 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2568 - val_success_ratio: 1.0000
Epoch 3142/7000
0s - loss: 0.0389 - r_coeff: 0.3869 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2574 - val_success_ratio: 1.0000
Epoch 3143/7000
0s - loss: 0.0389 - r_coeff: 0.3870 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2569 - val_success_ratio: 1.0000
Epoch 3144/7000
0s - loss: 0.0389 - r_coeff: 0.3870 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2574 - val_success_ratio: 1.0000
Epoch 3145/7000
0s - loss: 0.0389 - r_coeff: 0.3871 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2569 - val_success_ratio: 1.0000
Epoch 3146/7000
0s - loss: 0.0389 - r_coeff: 0.3871 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2575 - val_success_ratio: 1.0000
Epoch 3147/7000
0s - loss: 0.0389 - r_coeff: 0.3871 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2570 - val_success_ratio: 1.0000
Epoch 3148/7000
0s - loss: 0.0389 - r_coeff: 0.3872 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2576 - val_success_ratio: 1.0000
Epoch 3149/7000
0s - loss: 0.0389 - r_coeff: 0.3872 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2571 - val_success_ratio: 1.0000
Epoch 3150/7000
0s - loss: 0.0389 - r_coeff: 0.3872 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2577 - val_success_ratio: 1.0000
Epoch 3151/7000
0s - loss: 0.0389 - r_coeff: 0.3873 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2572 - val_success_ratio: 1.0000
Epoch 3152/7000
0s - loss: 0.0389 - r_coeff: 0.3873 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2578 - val_success_ratio: 1.0000
Epoch 3153/7000
0s - loss: 0.0389 - r_coeff: 0.3874 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2573 - val_success_ratio: 1.0000
Epoch 3154/7000
0s - loss: 0.0389 - r_coeff: 0.3874 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2579 - val_success_ratio: 1.0000
Epoch 3155/7000
0s - loss: 0.0389 - r_coeff: 0.3874 - success_ratio: 1.0000 - val_loss: 0.0360 - val_r_coeff: 0.2574 - val_success_ratio: 1.0000
Epoch 3156/7000
0s - loss: 0.0389 - r_coeff: 0.3875 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2579 - val_success_ratio: 1.0000
Epoch 3157/7000
0s - loss: 0.0389 - r_coeff: 0.3875 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2574 - val_success_ratio: 1.0000
Epoch 3158/7000
0s - loss: 0.0389 - r_coeff: 0.3875 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2580 - val_success_ratio: 1.0000
Epoch 3159/7000
0s - loss: 0.0389 - r_coeff: 0.3876 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2575 - val_success_ratio: 1.0000
Epoch 3160/7000
0s - loss: 0.0389 - r_coeff: 0.3876 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2581 - val_success_ratio: 1.0000
Epoch 3161/7000
0s - loss: 0.0389 - r_coeff: 0.3877 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2576 - val_success_ratio: 1.0000
Epoch 3162/7000
0s - loss: 0.0389 - r_coeff: 0.3877 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2582 - val_success_ratio: 1.0000
Epoch 3163/7000
0s - loss: 0.0389 - r_coeff: 0.3877 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2577 - val_success_ratio: 1.0000
Epoch 3164/7000
0s - loss: 0.0389 - r_coeff: 0.3878 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2583 - val_success_ratio: 1.0000
Epoch 3165/7000
0s - loss: 0.0389 - r_coeff: 0.3878 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2578 - val_success_ratio: 1.0000
Epoch 3166/7000
0s - loss: 0.0389 - r_coeff: 0.3879 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2584 - val_success_ratio: 1.0000
Epoch 3167/7000
0s - loss: 0.0389 - r_coeff: 0.3879 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2578 - val_success_ratio: 1.0000
Epoch 3168/7000
0s - loss: 0.0389 - r_coeff: 0.3879 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2584 - val_success_ratio: 1.0000
Epoch 3169/7000
0s - loss: 0.0388 - r_coeff: 0.3880 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2579 - val_success_ratio: 1.0000
Epoch 3170/7000
0s - loss: 0.0388 - r_coeff: 0.3880 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2585 - val_success_ratio: 1.0000
Epoch 3171/7000
0s - loss: 0.0388 - r_coeff: 0.3880 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2580 - val_success_ratio: 1.0000
Epoch 3172/7000
0s - loss: 0.0388 - r_coeff: 0.3881 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2586 - val_success_ratio: 1.0000
Epoch 3173/7000
0s - loss: 0.0388 - r_coeff: 0.3881 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2581 - val_success_ratio: 1.0000
Epoch 3174/7000
0s - loss: 0.0388 - r_coeff: 0.3881 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2587 - val_success_ratio: 1.0000
Epoch 3175/7000
0s - loss: 0.0388 - r_coeff: 0.3882 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2582 - val_success_ratio: 1.0000
Epoch 3176/7000
0s - loss: 0.0388 - r_coeff: 0.3882 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2588 - val_success_ratio: 1.0000
Epoch 3177/7000
0s - loss: 0.0388 - r_coeff: 0.3883 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2583 - val_success_ratio: 1.0000
Epoch 3178/7000
0s - loss: 0.0388 - r_coeff: 0.3883 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2589 - val_success_ratio: 1.0000
Epoch 3179/7000
0s - loss: 0.0388 - r_coeff: 0.3883 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2583 - val_success_ratio: 1.0000
Epoch 3180/7000
0s - loss: 0.0388 - r_coeff: 0.3884 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2589 - val_success_ratio: 1.0000
Epoch 3181/7000
0s - loss: 0.0388 - r_coeff: 0.3884 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2584 - val_success_ratio: 1.0000
Epoch 3182/7000
0s - loss: 0.0388 - r_coeff: 0.3884 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2590 - val_success_ratio: 1.0000
Epoch 3183/7000
0s - loss: 0.0388 - r_coeff: 0.3885 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2585 - val_success_ratio: 1.0000
Epoch 3184/7000
0s - loss: 0.0388 - r_coeff: 0.3885 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2591 - val_success_ratio: 1.0000
Epoch 3185/7000
0s - loss: 0.0388 - r_coeff: 0.3886 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2586 - val_success_ratio: 1.0000
Epoch 3186/7000
0s - loss: 0.0388 - r_coeff: 0.3886 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2592 - val_success_ratio: 1.0000
Epoch 3187/7000
0s - loss: 0.0388 - r_coeff: 0.3886 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2587 - val_success_ratio: 1.0000
Epoch 3188/7000
0s - loss: 0.0388 - r_coeff: 0.3887 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2593 - val_success_ratio: 1.0000
Epoch 3189/7000
0s - loss: 0.0388 - r_coeff: 0.3887 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2587 - val_success_ratio: 1.0000
Epoch 3190/7000
0s - loss: 0.0388 - r_coeff: 0.3887 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2593 - val_success_ratio: 1.0000
Epoch 3191/7000
0s - loss: 0.0388 - r_coeff: 0.3888 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2588 - val_success_ratio: 1.0000
Epoch 3192/7000
0s - loss: 0.0388 - r_coeff: 0.3888 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2594 - val_success_ratio: 1.0000
Epoch 3193/7000
0s - loss: 0.0388 - r_coeff: 0.3889 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2589 - val_success_ratio: 1.0000
Epoch 3194/7000
0s - loss: 0.0388 - r_coeff: 0.3889 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2595 - val_success_ratio: 1.0000
Epoch 3195/7000
0s - loss: 0.0388 - r_coeff: 0.3889 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2590 - val_success_ratio: 1.0000
Epoch 3196/7000
0s - loss: 0.0388 - r_coeff: 0.3890 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2596 - val_success_ratio: 1.0000
Epoch 3197/7000
0s - loss: 0.0388 - r_coeff: 0.3890 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2591 - val_success_ratio: 1.0000
Epoch 3198/7000
0s - loss: 0.0388 - r_coeff: 0.3890 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2597 - val_success_ratio: 1.0000
Epoch 3199/7000
0s - loss: 0.0388 - r_coeff: 0.3891 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2592 - val_success_ratio: 1.0000
Epoch 3200/7000
0s - loss: 0.0388 - r_coeff: 0.3891 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2597 - val_success_ratio: 1.0000
Epoch 3201/7000
0s - loss: 0.0388 - r_coeff: 0.3891 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2592 - val_success_ratio: 1.0000
Epoch 3202/7000
0s - loss: 0.0388 - r_coeff: 0.3892 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2598 - val_success_ratio: 1.0000
Epoch 3203/7000
0s - loss: 0.0388 - r_coeff: 0.3892 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2593 - val_success_ratio: 1.0000
Epoch 3204/7000
0s - loss: 0.0388 - r_coeff: 0.3893 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2599 - val_success_ratio: 1.0000
Epoch 3205/7000
0s - loss: 0.0388 - r_coeff: 0.3893 - success_ratio: 1.0000 - val_loss: 0.0359 - val_r_coeff: 0.2594 - val_success_ratio: 1.0000
Epoch 3206/7000
0s - loss: 0.0388 - r_coeff: 0.3893 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2600 - val_success_ratio: 1.0000
Epoch 3207/7000
0s - loss: 0.0388 - r_coeff: 0.3894 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2595 - val_success_ratio: 1.0000
Epoch 3208/7000
0s - loss: 0.0388 - r_coeff: 0.3894 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2601 - val_success_ratio: 1.0000
Epoch 3209/7000
0s - loss: 0.0388 - r_coeff: 0.3894 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2596 - val_success_ratio: 1.0000
Epoch 3210/7000
0s - loss: 0.0388 - r_coeff: 0.3895 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2602 - val_success_ratio: 1.0000
Epoch 3211/7000
0s - loss: 0.0388 - r_coeff: 0.3895 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2596 - val_success_ratio: 1.0000
Epoch 3212/7000
0s - loss: 0.0387 - r_coeff: 0.3895 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2602 - val_success_ratio: 1.0000
Epoch 3213/7000
0s - loss: 0.0387 - r_coeff: 0.3896 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2597 - val_success_ratio: 1.0000
Epoch 3214/7000
0s - loss: 0.0387 - r_coeff: 0.3896 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2603 - val_success_ratio: 1.0000
Epoch 3215/7000
0s - loss: 0.0387 - r_coeff: 0.3897 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2598 - val_success_ratio: 1.0000
Epoch 3216/7000
0s - loss: 0.0387 - r_coeff: 0.3897 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2604 - val_success_ratio: 1.0000
Epoch 3217/7000
0s - loss: 0.0387 - r_coeff: 0.3897 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2599 - val_success_ratio: 1.0000
Epoch 3218/7000
0s - loss: 0.0387 - r_coeff: 0.3898 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2605 - val_success_ratio: 1.0000
Epoch 3219/7000
0s - loss: 0.0387 - r_coeff: 0.3898 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2600 - val_success_ratio: 1.0000
Epoch 3220/7000
0s - loss: 0.0387 - r_coeff: 0.3898 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2606 - val_success_ratio: 1.0000
Epoch 3221/7000
0s - loss: 0.0387 - r_coeff: 0.3899 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2600 - val_success_ratio: 1.0000
Epoch 3222/7000
0s - loss: 0.0387 - r_coeff: 0.3899 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2606 - val_success_ratio: 1.0000
Epoch 3223/7000
0s - loss: 0.0387 - r_coeff: 0.3899 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2601 - val_success_ratio: 1.0000
Epoch 3224/7000
0s - loss: 0.0387 - r_coeff: 0.3900 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2607 - val_success_ratio: 1.0000
Epoch 3225/7000
0s - loss: 0.0387 - r_coeff: 0.3900 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2602 - val_success_ratio: 1.0000
Epoch 3226/7000
0s - loss: 0.0387 - r_coeff: 0.3901 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2608 - val_success_ratio: 1.0000
Epoch 3227/7000
0s - loss: 0.0387 - r_coeff: 0.3901 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2603 - val_success_ratio: 1.0000
Epoch 3228/7000
0s - loss: 0.0387 - r_coeff: 0.3901 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2609 - val_success_ratio: 1.0000
Epoch 3229/7000
0s - loss: 0.0387 - r_coeff: 0.3902 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2603 - val_success_ratio: 1.0000
Epoch 3230/7000
0s - loss: 0.0387 - r_coeff: 0.3902 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2610 - val_success_ratio: 1.0000
Epoch 3231/7000
0s - loss: 0.0387 - r_coeff: 0.3902 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2604 - val_success_ratio: 1.0000
Epoch 3232/7000
0s - loss: 0.0387 - r_coeff: 0.3903 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2610 - val_success_ratio: 1.0000
Epoch 3233/7000
0s - loss: 0.0387 - r_coeff: 0.3903 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2605 - val_success_ratio: 1.0000
Epoch 3234/7000
0s - loss: 0.0387 - r_coeff: 0.3903 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2611 - val_success_ratio: 1.0000
Epoch 3235/7000
0s - loss: 0.0387 - r_coeff: 0.3904 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2606 - val_success_ratio: 1.0000
Epoch 3236/7000
0s - loss: 0.0387 - r_coeff: 0.3904 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2612 - val_success_ratio: 1.0000
Epoch 3237/7000
0s - loss: 0.0387 - r_coeff: 0.3905 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2607 - val_success_ratio: 1.0000
Epoch 3238/7000
0s - loss: 0.0387 - r_coeff: 0.3905 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2613 - val_success_ratio: 1.0000
Epoch 3239/7000
0s - loss: 0.0387 - r_coeff: 0.3905 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2607 - val_success_ratio: 1.0000
Epoch 3240/7000
0s - loss: 0.0387 - r_coeff: 0.3906 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2613 - val_success_ratio: 1.0000
Epoch 3241/7000
0s - loss: 0.0387 - r_coeff: 0.3906 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2608 - val_success_ratio: 1.0000
Epoch 3242/7000
0s - loss: 0.0387 - r_coeff: 0.3906 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2614 - val_success_ratio: 1.0000
Epoch 3243/7000
0s - loss: 0.0387 - r_coeff: 0.3907 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2609 - val_success_ratio: 1.0000
Epoch 3244/7000
0s - loss: 0.0387 - r_coeff: 0.3907 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2615 - val_success_ratio: 1.0000
Epoch 3245/7000
0s - loss: 0.0387 - r_coeff: 0.3907 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2610 - val_success_ratio: 1.0000
Epoch 3246/7000
0s - loss: 0.0387 - r_coeff: 0.3908 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2616 - val_success_ratio: 1.0000
Epoch 3247/7000
0s - loss: 0.0387 - r_coeff: 0.3908 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2611 - val_success_ratio: 1.0000
Epoch 3248/7000
0s - loss: 0.0387 - r_coeff: 0.3908 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2617 - val_success_ratio: 1.0000
Epoch 3249/7000
0s - loss: 0.0387 - r_coeff: 0.3909 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2611 - val_success_ratio: 1.0000
Epoch 3250/7000
0s - loss: 0.0387 - r_coeff: 0.3909 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2617 - val_success_ratio: 1.0000
Epoch 3251/7000
0s - loss: 0.0387 - r_coeff: 0.3909 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2612 - val_success_ratio: 1.0000
Epoch 3252/7000
0s - loss: 0.0387 - r_coeff: 0.3910 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2618 - val_success_ratio: 1.0000
Epoch 3253/7000
0s - loss: 0.0387 - r_coeff: 0.3910 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2613 - val_success_ratio: 1.0000
Epoch 3254/7000
0s - loss: 0.0387 - r_coeff: 0.3911 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2619 - val_success_ratio: 1.0000
Epoch 3255/7000
0s - loss: 0.0387 - r_coeff: 0.3911 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2614 - val_success_ratio: 1.0000
Epoch 3256/7000
0s - loss: 0.0386 - r_coeff: 0.3911 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2620 - val_success_ratio: 1.0000
Epoch 3257/7000
0s - loss: 0.0386 - r_coeff: 0.3912 - success_ratio: 1.0000 - val_loss: 0.0358 - val_r_coeff: 0.2614 - val_success_ratio: 1.0000
Epoch 3258/7000
0s - loss: 0.0386 - r_coeff: 0.3912 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2621 - val_success_ratio: 1.0000
Epoch 3259/7000
0s - loss: 0.0386 - r_coeff: 0.3912 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2615 - val_success_ratio: 1.0000
Epoch 3260/7000
0s - loss: 0.0386 - r_coeff: 0.3913 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2621 - val_success_ratio: 1.0000
Epoch 3261/7000
0s - loss: 0.0386 - r_coeff: 0.3913 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2616 - val_success_ratio: 1.0000
Epoch 3262/7000
0s - loss: 0.0386 - r_coeff: 0.3913 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2622 - val_success_ratio: 1.0000
Epoch 3263/7000
0s - loss: 0.0386 - r_coeff: 0.3914 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2617 - val_success_ratio: 1.0000
Epoch 3264/7000
0s - loss: 0.0386 - r_coeff: 0.3914 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2623 - val_success_ratio: 1.0000
Epoch 3265/7000
0s - loss: 0.0386 - r_coeff: 0.3914 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2618 - val_success_ratio: 1.0000
Epoch 3266/7000
0s - loss: 0.0386 - r_coeff: 0.3915 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2624 - val_success_ratio: 1.0000
Epoch 3267/7000
0s - loss: 0.0386 - r_coeff: 0.3915 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2618 - val_success_ratio: 1.0000
Epoch 3268/7000
0s - loss: 0.0386 - r_coeff: 0.3915 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2624 - val_success_ratio: 1.0000
Epoch 3269/7000
0s - loss: 0.0386 - r_coeff: 0.3916 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2619 - val_success_ratio: 1.0000
Epoch 3270/7000
0s - loss: 0.0386 - r_coeff: 0.3916 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2625 - val_success_ratio: 1.0000
Epoch 3271/7000
0s - loss: 0.0386 - r_coeff: 0.3917 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2620 - val_success_ratio: 1.0000
Epoch 3272/7000
0s - loss: 0.0386 - r_coeff: 0.3917 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2626 - val_success_ratio: 1.0000
Epoch 3273/7000
0s - loss: 0.0386 - r_coeff: 0.3917 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2621 - val_success_ratio: 1.0000
Epoch 3274/7000
0s - loss: 0.0386 - r_coeff: 0.3918 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2627 - val_success_ratio: 1.0000
Epoch 3275/7000
0s - loss: 0.0386 - r_coeff: 0.3918 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2621 - val_success_ratio: 1.0000
Epoch 3276/7000
0s - loss: 0.0386 - r_coeff: 0.3918 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2628 - val_success_ratio: 1.0000
Epoch 3277/7000
0s - loss: 0.0386 - r_coeff: 0.3919 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2622 - val_success_ratio: 1.0000
Epoch 3278/7000
0s - loss: 0.0386 - r_coeff: 0.3919 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2628 - val_success_ratio: 1.0000
Epoch 3279/7000
0s - loss: 0.0386 - r_coeff: 0.3919 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2623 - val_success_ratio: 1.0000
Epoch 3280/7000
0s - loss: 0.0386 - r_coeff: 0.3920 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2629 - val_success_ratio: 1.0000
Epoch 3281/7000
0s - loss: 0.0386 - r_coeff: 0.3920 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2624 - val_success_ratio: 1.0000
Epoch 3282/7000
0s - loss: 0.0386 - r_coeff: 0.3920 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2630 - val_success_ratio: 1.0000
Epoch 3283/7000
0s - loss: 0.0386 - r_coeff: 0.3921 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2625 - val_success_ratio: 1.0000
Epoch 3284/7000
0s - loss: 0.0386 - r_coeff: 0.3921 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2631 - val_success_ratio: 1.0000
Epoch 3285/7000
0s - loss: 0.0386 - r_coeff: 0.3921 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2625 - val_success_ratio: 1.0000
Epoch 3286/7000
0s - loss: 0.0386 - r_coeff: 0.3922 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2631 - val_success_ratio: 1.0000
Epoch 3287/7000
0s - loss: 0.0386 - r_coeff: 0.3922 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2626 - val_success_ratio: 1.0000
Epoch 3288/7000
0s - loss: 0.0386 - r_coeff: 0.3922 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2632 - val_success_ratio: 1.0000
Epoch 3289/7000
0s - loss: 0.0386 - r_coeff: 0.3923 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2627 - val_success_ratio: 1.0000
Epoch 3290/7000
0s - loss: 0.0386 - r_coeff: 0.3923 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2633 - val_success_ratio: 1.0000
Epoch 3291/7000
0s - loss: 0.0386 - r_coeff: 0.3923 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2628 - val_success_ratio: 1.0000
Epoch 3292/7000
0s - loss: 0.0386 - r_coeff: 0.3924 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2634 - val_success_ratio: 1.0000
Epoch 3293/7000
0s - loss: 0.0386 - r_coeff: 0.3924 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2628 - val_success_ratio: 1.0000
Epoch 3294/7000
0s - loss: 0.0386 - r_coeff: 0.3924 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2635 - val_success_ratio: 1.0000
Epoch 3295/7000
0s - loss: 0.0386 - r_coeff: 0.3925 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2629 - val_success_ratio: 1.0000
Epoch 3296/7000
0s - loss: 0.0386 - r_coeff: 0.3925 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2635 - val_success_ratio: 1.0000
Epoch 3297/7000
0s - loss: 0.0386 - r_coeff: 0.3926 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2630 - val_success_ratio: 1.0000
Epoch 3298/7000
0s - loss: 0.0386 - r_coeff: 0.3926 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2636 - val_success_ratio: 1.0000
Epoch 3299/7000
0s - loss: 0.0386 - r_coeff: 0.3926 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2631 - val_success_ratio: 1.0000
Epoch 3300/7000
0s - loss: 0.0386 - r_coeff: 0.3927 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2637 - val_success_ratio: 1.0000
Epoch 3301/7000
0s - loss: 0.0385 - r_coeff: 0.3927 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2631 - val_success_ratio: 1.0000
Epoch 3302/7000
0s - loss: 0.0385 - r_coeff: 0.3927 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2638 - val_success_ratio: 1.0000
Epoch 3303/7000
0s - loss: 0.0385 - r_coeff: 0.3928 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2632 - val_success_ratio: 1.0000
Epoch 3304/7000
0s - loss: 0.0385 - r_coeff: 0.3928 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2638 - val_success_ratio: 1.0000
Epoch 3305/7000
0s - loss: 0.0385 - r_coeff: 0.3928 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2633 - val_success_ratio: 1.0000
Epoch 3306/7000
0s - loss: 0.0385 - r_coeff: 0.3929 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2639 - val_success_ratio: 1.0000
Epoch 3307/7000
0s - loss: 0.0385 - r_coeff: 0.3929 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2634 - val_success_ratio: 1.0000
Epoch 3308/7000
0s - loss: 0.0385 - r_coeff: 0.3929 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2640 - val_success_ratio: 1.0000
Epoch 3309/7000
0s - loss: 0.0385 - r_coeff: 0.3930 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2635 - val_success_ratio: 1.0000
Epoch 3310/7000
0s - loss: 0.0385 - r_coeff: 0.3930 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2641 - val_success_ratio: 1.0000
Epoch 3311/7000
0s - loss: 0.0385 - r_coeff: 0.3930 - success_ratio: 1.0000 - val_loss: 0.0357 - val_r_coeff: 0.2635 - val_success_ratio: 1.0000
Epoch 3312/7000
0s - loss: 0.0385 - r_coeff: 0.3931 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2642 - val_success_ratio: 1.0000
Epoch 3313/7000
0s - loss: 0.0385 - r_coeff: 0.3931 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2636 - val_success_ratio: 1.0000
Epoch 3314/7000
0s - loss: 0.0385 - r_coeff: 0.3931 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2642 - val_success_ratio: 1.0000
Epoch 3315/7000
0s - loss: 0.0385 - r_coeff: 0.3932 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2637 - val_success_ratio: 1.0000
Epoch 3316/7000
0s - loss: 0.0385 - r_coeff: 0.3932 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2643 - val_success_ratio: 1.0000
Epoch 3317/7000
0s - loss: 0.0385 - r_coeff: 0.3932 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2638 - val_success_ratio: 1.0000
Epoch 3318/7000
0s - loss: 0.0385 - r_coeff: 0.3933 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2644 - val_success_ratio: 1.0000
Epoch 3319/7000
0s - loss: 0.0385 - r_coeff: 0.3933 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2638 - val_success_ratio: 1.0000
Epoch 3320/7000
0s - loss: 0.0385 - r_coeff: 0.3933 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2645 - val_success_ratio: 1.0000
Epoch 3321/7000
0s - loss: 0.0385 - r_coeff: 0.3934 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2639 - val_success_ratio: 1.0000
Epoch 3322/7000
0s - loss: 0.0385 - r_coeff: 0.3934 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2645 - val_success_ratio: 1.0000
Epoch 3323/7000
0s - loss: 0.0385 - r_coeff: 0.3934 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2640 - val_success_ratio: 1.0000
Epoch 3324/7000
0s - loss: 0.0385 - r_coeff: 0.3935 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2646 - val_success_ratio: 1.0000
Epoch 3325/7000
0s - loss: 0.0385 - r_coeff: 0.3935 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2641 - val_success_ratio: 1.0000
Epoch 3326/7000
0s - loss: 0.0385 - r_coeff: 0.3935 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2647 - val_success_ratio: 1.0000
Epoch 3327/7000
0s - loss: 0.0385 - r_coeff: 0.3936 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2641 - val_success_ratio: 1.0000
Epoch 3328/7000
0s - loss: 0.0385 - r_coeff: 0.3936 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2648 - val_success_ratio: 1.0000
Epoch 3329/7000
0s - loss: 0.0385 - r_coeff: 0.3936 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2642 - val_success_ratio: 1.0000
Epoch 3330/7000
0s - loss: 0.0385 - r_coeff: 0.3937 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2648 - val_success_ratio: 1.0000
Epoch 3331/7000
0s - loss: 0.0385 - r_coeff: 0.3937 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2643 - val_success_ratio: 1.0000
Epoch 3332/7000
0s - loss: 0.0385 - r_coeff: 0.3937 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2649 - val_success_ratio: 1.0000
Epoch 3333/7000
0s - loss: 0.0385 - r_coeff: 0.3938 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2644 - val_success_ratio: 1.0000
Epoch 3334/7000
0s - loss: 0.0385 - r_coeff: 0.3938 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2650 - val_success_ratio: 1.0000
Epoch 3335/7000
0s - loss: 0.0385 - r_coeff: 0.3938 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2644 - val_success_ratio: 1.0000
Epoch 3336/7000
0s - loss: 0.0385 - r_coeff: 0.3939 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2651 - val_success_ratio: 1.0000
Epoch 3337/7000
0s - loss: 0.0385 - r_coeff: 0.3939 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2645 - val_success_ratio: 1.0000
Epoch 3338/7000
0s - loss: 0.0385 - r_coeff: 0.3939 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2651 - val_success_ratio: 1.0000
Epoch 3339/7000
0s - loss: 0.0385 - r_coeff: 0.3940 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2646 - val_success_ratio: 1.0000
Epoch 3340/7000
0s - loss: 0.0385 - r_coeff: 0.3940 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2652 - val_success_ratio: 1.0000
Epoch 3341/7000
0s - loss: 0.0385 - r_coeff: 0.3940 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2647 - val_success_ratio: 1.0000
Epoch 3342/7000
0s - loss: 0.0385 - r_coeff: 0.3941 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2653 - val_success_ratio: 1.0000
Epoch 3343/7000
0s - loss: 0.0385 - r_coeff: 0.3941 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2647 - val_success_ratio: 1.0000
Epoch 3344/7000
0s - loss: 0.0385 - r_coeff: 0.3941 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2654 - val_success_ratio: 1.0000
Epoch 3345/7000
0s - loss: 0.0385 - r_coeff: 0.3942 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2648 - val_success_ratio: 1.0000
Epoch 3346/7000
0s - loss: 0.0385 - r_coeff: 0.3942 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2655 - val_success_ratio: 1.0000
Epoch 3347/7000
0s - loss: 0.0385 - r_coeff: 0.3942 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2649 - val_success_ratio: 1.0000
Epoch 3348/7000
0s - loss: 0.0384 - r_coeff: 0.3943 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2655 - val_success_ratio: 1.0000
Epoch 3349/7000
0s - loss: 0.0384 - r_coeff: 0.3943 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2650 - val_success_ratio: 1.0000
Epoch 3350/7000
0s - loss: 0.0384 - r_coeff: 0.3943 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2656 - val_success_ratio: 1.0000
Epoch 3351/7000
0s - loss: 0.0384 - r_coeff: 0.3944 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2650 - val_success_ratio: 1.0000
Epoch 3352/7000
0s - loss: 0.0384 - r_coeff: 0.3944 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2657 - val_success_ratio: 1.0000
Epoch 3353/7000
0s - loss: 0.0384 - r_coeff: 0.3944 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2651 - val_success_ratio: 1.0000
Epoch 3354/7000
0s - loss: 0.0384 - r_coeff: 0.3945 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2658 - val_success_ratio: 1.0000
Epoch 3355/7000
0s - loss: 0.0384 - r_coeff: 0.3945 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2652 - val_success_ratio: 1.0000
Epoch 3356/7000
0s - loss: 0.0384 - r_coeff: 0.3945 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2658 - val_success_ratio: 1.0000
Epoch 3357/7000
0s - loss: 0.0384 - r_coeff: 0.3946 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2653 - val_success_ratio: 1.0000
Epoch 3358/7000
0s - loss: 0.0384 - r_coeff: 0.3946 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2659 - val_success_ratio: 1.0000
Epoch 3359/7000
0s - loss: 0.0384 - r_coeff: 0.3946 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2653 - val_success_ratio: 1.0000
Epoch 3360/7000
0s - loss: 0.0384 - r_coeff: 0.3947 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2660 - val_success_ratio: 1.0000
Epoch 3361/7000
0s - loss: 0.0384 - r_coeff: 0.3947 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2654 - val_success_ratio: 1.0000
Epoch 3362/7000
0s - loss: 0.0384 - r_coeff: 0.3947 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2661 - val_success_ratio: 1.0000
Epoch 3363/7000
0s - loss: 0.0384 - r_coeff: 0.3948 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2655 - val_success_ratio: 1.0000
Epoch 3364/7000
0s - loss: 0.0384 - r_coeff: 0.3948 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2661 - val_success_ratio: 1.0000
Epoch 3365/7000
0s - loss: 0.0384 - r_coeff: 0.3948 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2656 - val_success_ratio: 1.0000
Epoch 3366/7000
0s - loss: 0.0384 - r_coeff: 0.3949 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2662 - val_success_ratio: 1.0000
Epoch 3367/7000
0s - loss: 0.0384 - r_coeff: 0.3949 - success_ratio: 1.0000 - val_loss: 0.0356 - val_r_coeff: 0.2656 - val_success_ratio: 1.0000
Epoch 3368/7000
0s - loss: 0.0384 - r_coeff: 0.3949 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2663 - val_success_ratio: 1.0000
Epoch 3369/7000
0s - loss: 0.0384 - r_coeff: 0.3950 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2657 - val_success_ratio: 1.0000
Epoch 3370/7000
0s - loss: 0.0384 - r_coeff: 0.3950 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2664 - val_success_ratio: 1.0000
Epoch 3371/7000
0s - loss: 0.0384 - r_coeff: 0.3950 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2658 - val_success_ratio: 1.0000
Epoch 3372/7000
0s - loss: 0.0384 - r_coeff: 0.3951 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2664 - val_success_ratio: 1.0000
Epoch 3373/7000
0s - loss: 0.0384 - r_coeff: 0.3951 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2659 - val_success_ratio: 1.0000
Epoch 3374/7000
0s - loss: 0.0384 - r_coeff: 0.3951 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2665 - val_success_ratio: 1.0000
Epoch 3375/7000
0s - loss: 0.0384 - r_coeff: 0.3952 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2659 - val_success_ratio: 1.0000
Epoch 3376/7000
0s - loss: 0.0384 - r_coeff: 0.3952 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2666 - val_success_ratio: 1.0000
Epoch 3377/7000
0s - loss: 0.0384 - r_coeff: 0.3952 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2660 - val_success_ratio: 1.0000
Epoch 3378/7000
0s - loss: 0.0384 - r_coeff: 0.3953 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2667 - val_success_ratio: 1.0000
Epoch 3379/7000
0s - loss: 0.0384 - r_coeff: 0.3953 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2661 - val_success_ratio: 1.0000
Epoch 3380/7000
0s - loss: 0.0384 - r_coeff: 0.3953 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2667 - val_success_ratio: 1.0000
Epoch 3381/7000
0s - loss: 0.0384 - r_coeff: 0.3954 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2662 - val_success_ratio: 1.0000
Epoch 3382/7000
0s - loss: 0.0384 - r_coeff: 0.3954 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2668 - val_success_ratio: 1.0000
Epoch 3383/7000
0s - loss: 0.0384 - r_coeff: 0.3954 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2662 - val_success_ratio: 1.0000
Epoch 3384/7000
0s - loss: 0.0384 - r_coeff: 0.3954 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2669 - val_success_ratio: 1.0000
Epoch 3385/7000
0s - loss: 0.0384 - r_coeff: 0.3955 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2663 - val_success_ratio: 1.0000
Epoch 3386/7000
0s - loss: 0.0384 - r_coeff: 0.3955 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2670 - val_success_ratio: 1.0000
Epoch 3387/7000
0s - loss: 0.0384 - r_coeff: 0.3955 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2664 - val_success_ratio: 1.0000
Epoch 3388/7000
0s - loss: 0.0384 - r_coeff: 0.3956 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2670 - val_success_ratio: 1.0000
Epoch 3389/7000
0s - loss: 0.0384 - r_coeff: 0.3956 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2665 - val_success_ratio: 1.0000
Epoch 3390/7000
0s - loss: 0.0384 - r_coeff: 0.3956 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2671 - val_success_ratio: 1.0000
Epoch 3391/7000
0s - loss: 0.0384 - r_coeff: 0.3957 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2665 - val_success_ratio: 1.0000
Epoch 3392/7000
0s - loss: 0.0384 - r_coeff: 0.3957 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2672 - val_success_ratio: 1.0000
Epoch 3393/7000
0s - loss: 0.0384 - r_coeff: 0.3957 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2666 - val_success_ratio: 1.0000
Epoch 3394/7000
0s - loss: 0.0384 - r_coeff: 0.3958 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2673 - val_success_ratio: 1.0000
Epoch 3395/7000
0s - loss: 0.0384 - r_coeff: 0.3958 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2667 - val_success_ratio: 1.0000
Epoch 3396/7000
0s - loss: 0.0383 - r_coeff: 0.3958 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2673 - val_success_ratio: 1.0000
Epoch 3397/7000
0s - loss: 0.0383 - r_coeff: 0.3959 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2668 - val_success_ratio: 1.0000
Epoch 3398/7000
0s - loss: 0.0383 - r_coeff: 0.3959 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2674 - val_success_ratio: 1.0000
Epoch 3399/7000
0s - loss: 0.0383 - r_coeff: 0.3959 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2668 - val_success_ratio: 1.0000
Epoch 3400/7000
0s - loss: 0.0383 - r_coeff: 0.3960 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2675 - val_success_ratio: 1.0000
Epoch 3401/7000
0s - loss: 0.0383 - r_coeff: 0.3960 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2669 - val_success_ratio: 1.0000
Epoch 3402/7000
0s - loss: 0.0383 - r_coeff: 0.3960 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2676 - val_success_ratio: 1.0000
Epoch 3403/7000
0s - loss: 0.0383 - r_coeff: 0.3961 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2670 - val_success_ratio: 1.0000
Epoch 3404/7000
0s - loss: 0.0383 - r_coeff: 0.3961 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2677 - val_success_ratio: 1.0000
Epoch 3405/7000
0s - loss: 0.0383 - r_coeff: 0.3961 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2671 - val_success_ratio: 1.0000
Epoch 3406/7000
0s - loss: 0.0383 - r_coeff: 0.3962 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2677 - val_success_ratio: 1.0000
Epoch 3407/7000
0s - loss: 0.0383 - r_coeff: 0.3962 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2671 - val_success_ratio: 1.0000
Epoch 3408/7000
0s - loss: 0.0383 - r_coeff: 0.3962 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2678 - val_success_ratio: 1.0000
Epoch 3409/7000
0s - loss: 0.0383 - r_coeff: 0.3962 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2672 - val_success_ratio: 1.0000
Epoch 3410/7000
0s - loss: 0.0383 - r_coeff: 0.3963 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2679 - val_success_ratio: 1.0000
Epoch 3411/7000
0s - loss: 0.0383 - r_coeff: 0.3963 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2673 - val_success_ratio: 1.0000
Epoch 3412/7000
0s - loss: 0.0383 - r_coeff: 0.3963 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2680 - val_success_ratio: 1.0000
Epoch 3413/7000
0s - loss: 0.0383 - r_coeff: 0.3964 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2674 - val_success_ratio: 1.0000
Epoch 3414/7000
0s - loss: 0.0383 - r_coeff: 0.3964 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2680 - val_success_ratio: 1.0000
Epoch 3415/7000
0s - loss: 0.0383 - r_coeff: 0.3964 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2674 - val_success_ratio: 1.0000
Epoch 3416/7000
0s - loss: 0.0383 - r_coeff: 0.3965 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2681 - val_success_ratio: 1.0000
Epoch 3417/7000
0s - loss: 0.0383 - r_coeff: 0.3965 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2675 - val_success_ratio: 1.0000
Epoch 3418/7000
0s - loss: 0.0383 - r_coeff: 0.3965 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2682 - val_success_ratio: 1.0000
Epoch 3419/7000
0s - loss: 0.0383 - r_coeff: 0.3966 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2676 - val_success_ratio: 1.0000
Epoch 3420/7000
0s - loss: 0.0383 - r_coeff: 0.3966 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2683 - val_success_ratio: 1.0000
Epoch 3421/7000
0s - loss: 0.0383 - r_coeff: 0.3966 - success_ratio: 1.0000 - val_loss: 0.0355 - val_r_coeff: 0.2677 - val_success_ratio: 1.0000
Epoch 3422/7000
0s - loss: 0.0383 - r_coeff: 0.3967 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2683 - val_success_ratio: 1.0000
Epoch 3423/7000
0s - loss: 0.0383 - r_coeff: 0.3967 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2678 - val_success_ratio: 1.0000
Epoch 3424/7000
0s - loss: 0.0383 - r_coeff: 0.3967 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2684 - val_success_ratio: 1.0000
Epoch 3425/7000
0s - loss: 0.0383 - r_coeff: 0.3968 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2678 - val_success_ratio: 1.0000
Epoch 3426/7000
0s - loss: 0.0383 - r_coeff: 0.3968 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2685 - val_success_ratio: 1.0000
Epoch 3427/7000
0s - loss: 0.0383 - r_coeff: 0.3968 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2679 - val_success_ratio: 1.0000
Epoch 3428/7000
0s - loss: 0.0383 - r_coeff: 0.3968 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2686 - val_success_ratio: 1.0000
Epoch 3429/7000
0s - loss: 0.0383 - r_coeff: 0.3969 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2680 - val_success_ratio: 1.0000
Epoch 3430/7000
0s - loss: 0.0383 - r_coeff: 0.3969 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2686 - val_success_ratio: 1.0000
Epoch 3431/7000
0s - loss: 0.0383 - r_coeff: 0.3969 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2681 - val_success_ratio: 1.0000
Epoch 3432/7000
0s - loss: 0.0383 - r_coeff: 0.3970 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2687 - val_success_ratio: 1.0000
Epoch 3433/7000
0s - loss: 0.0383 - r_coeff: 0.3970 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2681 - val_success_ratio: 1.0000
Epoch 3434/7000
0s - loss: 0.0383 - r_coeff: 0.3970 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2688 - val_success_ratio: 1.0000
Epoch 3435/7000
0s - loss: 0.0383 - r_coeff: 0.3971 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2682 - val_success_ratio: 1.0000
Epoch 3436/7000
0s - loss: 0.0383 - r_coeff: 0.3971 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2689 - val_success_ratio: 1.0000
Epoch 3437/7000
0s - loss: 0.0383 - r_coeff: 0.3971 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2683 - val_success_ratio: 1.0000
Epoch 3438/7000
0s - loss: 0.0383 - r_coeff: 0.3972 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2689 - val_success_ratio: 1.0000
Epoch 3439/7000
0s - loss: 0.0383 - r_coeff: 0.3972 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2684 - val_success_ratio: 1.0000
Epoch 3440/7000
0s - loss: 0.0383 - r_coeff: 0.3972 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2690 - val_success_ratio: 1.0000
Epoch 3441/7000
0s - loss: 0.0383 - r_coeff: 0.3973 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2684 - val_success_ratio: 1.0000
Epoch 3442/7000
0s - loss: 0.0383 - r_coeff: 0.3973 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2691 - val_success_ratio: 1.0000
Epoch 3443/7000
0s - loss: 0.0383 - r_coeff: 0.3973 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2685 - val_success_ratio: 1.0000
Epoch 3444/7000
0s - loss: 0.0383 - r_coeff: 0.3973 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2692 - val_success_ratio: 1.0000
Epoch 3445/7000
0s - loss: 0.0383 - r_coeff: 0.3974 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2686 - val_success_ratio: 1.0000
Epoch 3446/7000
0s - loss: 0.0382 - r_coeff: 0.3974 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2692 - val_success_ratio: 1.0000
Epoch 3447/7000
0s - loss: 0.0382 - r_coeff: 0.3974 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2687 - val_success_ratio: 1.0000
Epoch 3448/7000
0s - loss: 0.0382 - r_coeff: 0.3975 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2693 - val_success_ratio: 1.0000
Epoch 3449/7000
0s - loss: 0.0382 - r_coeff: 0.3975 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2687 - val_success_ratio: 1.0000
Epoch 3450/7000
0s - loss: 0.0382 - r_coeff: 0.3975 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2694 - val_success_ratio: 1.0000
Epoch 3451/7000
0s - loss: 0.0382 - r_coeff: 0.3976 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2688 - val_success_ratio: 1.0000
Epoch 3452/7000
0s - loss: 0.0382 - r_coeff: 0.3976 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2695 - val_success_ratio: 1.0000
Epoch 3453/7000
0s - loss: 0.0382 - r_coeff: 0.3976 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2689 - val_success_ratio: 1.0000
Epoch 3454/7000
0s - loss: 0.0382 - r_coeff: 0.3977 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2696 - val_success_ratio: 1.0000
Epoch 3455/7000
0s - loss: 0.0382 - r_coeff: 0.3977 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2690 - val_success_ratio: 1.0000
Epoch 3456/7000
0s - loss: 0.0382 - r_coeff: 0.3977 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2696 - val_success_ratio: 1.0000
Epoch 3457/7000
0s - loss: 0.0382 - r_coeff: 0.3977 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2690 - val_success_ratio: 1.0000
Epoch 3458/7000
0s - loss: 0.0382 - r_coeff: 0.3978 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2697 - val_success_ratio: 1.0000
Epoch 3459/7000
0s - loss: 0.0382 - r_coeff: 0.3978 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2691 - val_success_ratio: 1.0000
Epoch 3460/7000
0s - loss: 0.0382 - r_coeff: 0.3978 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2698 - val_success_ratio: 1.0000
Epoch 3461/7000
0s - loss: 0.0382 - r_coeff: 0.3979 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2692 - val_success_ratio: 1.0000
Epoch 3462/7000
0s - loss: 0.0382 - r_coeff: 0.3979 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2699 - val_success_ratio: 1.0000
Epoch 3463/7000
0s - loss: 0.0382 - r_coeff: 0.3979 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2693 - val_success_ratio: 1.0000
Epoch 3464/7000
0s - loss: 0.0382 - r_coeff: 0.3980 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2699 - val_success_ratio: 1.0000
Epoch 3465/7000
0s - loss: 0.0382 - r_coeff: 0.3980 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2693 - val_success_ratio: 1.0000
Epoch 3466/7000
0s - loss: 0.0382 - r_coeff: 0.3980 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2700 - val_success_ratio: 1.0000
Epoch 3467/7000
0s - loss: 0.0382 - r_coeff: 0.3980 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2694 - val_success_ratio: 1.0000
Epoch 3468/7000
0s - loss: 0.0382 - r_coeff: 0.3981 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2701 - val_success_ratio: 1.0000
Epoch 3469/7000
0s - loss: 0.0382 - r_coeff: 0.3981 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2695 - val_success_ratio: 1.0000
Epoch 3470/7000
0s - loss: 0.0382 - r_coeff: 0.3981 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2702 - val_success_ratio: 1.0000
Epoch 3471/7000
0s - loss: 0.0382 - r_coeff: 0.3982 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2696 - val_success_ratio: 1.0000
Epoch 3472/7000
0s - loss: 0.0382 - r_coeff: 0.3982 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2702 - val_success_ratio: 1.0000
Epoch 3473/7000
0s - loss: 0.0382 - r_coeff: 0.3982 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2696 - val_success_ratio: 1.0000
Epoch 3474/7000
0s - loss: 0.0382 - r_coeff: 0.3983 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2703 - val_success_ratio: 1.0000
Epoch 3475/7000
0s - loss: 0.0382 - r_coeff: 0.3983 - success_ratio: 1.0000 - val_loss: 0.0354 - val_r_coeff: 0.2697 - val_success_ratio: 1.0000
Epoch 3476/7000
0s - loss: 0.0382 - r_coeff: 0.3983 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2704 - val_success_ratio: 1.0000
Epoch 3477/7000
0s - loss: 0.0382 - r_coeff: 0.3984 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2698 - val_success_ratio: 1.0000
Epoch 3478/7000
0s - loss: 0.0382 - r_coeff: 0.3984 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2705 - val_success_ratio: 1.0000
Epoch 3479/7000
0s - loss: 0.0382 - r_coeff: 0.3984 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2699 - val_success_ratio: 1.0000
Epoch 3480/7000
0s - loss: 0.0382 - r_coeff: 0.3984 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2705 - val_success_ratio: 1.0000
Epoch 3481/7000
0s - loss: 0.0382 - r_coeff: 0.3985 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2699 - val_success_ratio: 1.0000
Epoch 3482/7000
0s - loss: 0.0382 - r_coeff: 0.3985 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2706 - val_success_ratio: 1.0000
Epoch 3483/7000
0s - loss: 0.0382 - r_coeff: 0.3985 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2700 - val_success_ratio: 1.0000
Epoch 3484/7000
0s - loss: 0.0382 - r_coeff: 0.3986 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2707 - val_success_ratio: 1.0000
Epoch 3485/7000
0s - loss: 0.0382 - r_coeff: 0.3986 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2701 - val_success_ratio: 1.0000
Epoch 3486/7000
0s - loss: 0.0382 - r_coeff: 0.3986 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2708 - val_success_ratio: 1.0000
Epoch 3487/7000
0s - loss: 0.0382 - r_coeff: 0.3987 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2702 - val_success_ratio: 1.0000
Epoch 3488/7000
0s - loss: 0.0382 - r_coeff: 0.3987 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2708 - val_success_ratio: 1.0000
Epoch 3489/7000
0s - loss: 0.0382 - r_coeff: 0.3987 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2702 - val_success_ratio: 1.0000
Epoch 3490/7000
0s - loss: 0.0382 - r_coeff: 0.3987 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2709 - val_success_ratio: 1.0000
Epoch 3491/7000
0s - loss: 0.0382 - r_coeff: 0.3988 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2703 - val_success_ratio: 1.0000
Epoch 3492/7000
0s - loss: 0.0382 - r_coeff: 0.3988 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2710 - val_success_ratio: 1.0000
Epoch 3493/7000
0s - loss: 0.0382 - r_coeff: 0.3988 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2704 - val_success_ratio: 1.0000
Epoch 3494/7000
0s - loss: 0.0382 - r_coeff: 0.3989 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2711 - val_success_ratio: 1.0000
Epoch 3495/7000
0s - loss: 0.0382 - r_coeff: 0.3989 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2705 - val_success_ratio: 1.0000
Epoch 3496/7000
0s - loss: 0.0382 - r_coeff: 0.3989 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2712 - val_success_ratio: 1.0000
Epoch 3497/7000
0s - loss: 0.0382 - r_coeff: 0.3990 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2706 - val_success_ratio: 1.0000
Epoch 3498/7000
0s - loss: 0.0381 - r_coeff: 0.3990 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2712 - val_success_ratio: 1.0000
Epoch 3499/7000
0s - loss: 0.0381 - r_coeff: 0.3990 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2706 - val_success_ratio: 1.0000
Epoch 3500/7000
0s - loss: 0.0381 - r_coeff: 0.3990 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2713 - val_success_ratio: 1.0000
Epoch 3501/7000
0s - loss: 0.0381 - r_coeff: 0.3991 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2707 - val_success_ratio: 1.0000
Epoch 3502/7000
0s - loss: 0.0381 - r_coeff: 0.3991 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2714 - val_success_ratio: 1.0000
Epoch 3503/7000
0s - loss: 0.0381 - r_coeff: 0.3991 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2708 - val_success_ratio: 1.0000
Epoch 3504/7000
0s - loss: 0.0381 - r_coeff: 0.3992 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2715 - val_success_ratio: 1.0000
Epoch 3505/7000
0s - loss: 0.0381 - r_coeff: 0.3992 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2709 - val_success_ratio: 1.0000
Epoch 3506/7000
0s - loss: 0.0381 - r_coeff: 0.3992 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2715 - val_success_ratio: 1.0000
Epoch 3507/7000
0s - loss: 0.0381 - r_coeff: 0.3992 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2709 - val_success_ratio: 1.0000
Epoch 3508/7000
0s - loss: 0.0381 - r_coeff: 0.3993 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2716 - val_success_ratio: 1.0000
Epoch 3509/7000
0s - loss: 0.0381 - r_coeff: 0.3993 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2710 - val_success_ratio: 1.0000
Epoch 3510/7000
0s - loss: 0.0381 - r_coeff: 0.3993 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2717 - val_success_ratio: 1.0000
Epoch 3511/7000
0s - loss: 0.0381 - r_coeff: 0.3994 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2711 - val_success_ratio: 1.0000
Epoch 3512/7000
0s - loss: 0.0381 - r_coeff: 0.3994 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2718 - val_success_ratio: 1.0000
Epoch 3513/7000
0s - loss: 0.0381 - r_coeff: 0.3994 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2712 - val_success_ratio: 1.0000
Epoch 3514/7000
0s - loss: 0.0381 - r_coeff: 0.3995 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2718 - val_success_ratio: 1.0000
Epoch 3515/7000
0s - loss: 0.0381 - r_coeff: 0.3995 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2712 - val_success_ratio: 1.0000
Epoch 3516/7000
0s - loss: 0.0381 - r_coeff: 0.3995 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2719 - val_success_ratio: 1.0000
Epoch 3517/7000
0s - loss: 0.0381 - r_coeff: 0.3995 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2713 - val_success_ratio: 1.0000
Epoch 3518/7000
0s - loss: 0.0381 - r_coeff: 0.3996 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2720 - val_success_ratio: 1.0000
Epoch 3519/7000
0s - loss: 0.0381 - r_coeff: 0.3996 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2714 - val_success_ratio: 1.0000
Epoch 3520/7000
0s - loss: 0.0381 - r_coeff: 0.3996 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2721 - val_success_ratio: 1.0000
Epoch 3521/7000
0s - loss: 0.0381 - r_coeff: 0.3997 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2715 - val_success_ratio: 1.0000
Epoch 3522/7000
0s - loss: 0.0381 - r_coeff: 0.3997 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2721 - val_success_ratio: 1.0000
Epoch 3523/7000
0s - loss: 0.0381 - r_coeff: 0.3997 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2715 - val_success_ratio: 1.0000
Epoch 3524/7000
0s - loss: 0.0381 - r_coeff: 0.3997 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2722 - val_success_ratio: 1.0000
Epoch 3525/7000
0s - loss: 0.0381 - r_coeff: 0.3998 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2716 - val_success_ratio: 1.0000
Epoch 3526/7000
0s - loss: 0.0381 - r_coeff: 0.3998 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2723 - val_success_ratio: 1.0000
Epoch 3527/7000
0s - loss: 0.0381 - r_coeff: 0.3998 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2717 - val_success_ratio: 1.0000
Epoch 3528/7000
0s - loss: 0.0381 - r_coeff: 0.3999 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2724 - val_success_ratio: 1.0000
Epoch 3529/7000
0s - loss: 0.0381 - r_coeff: 0.3999 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2718 - val_success_ratio: 1.0000
Epoch 3530/7000
0s - loss: 0.0381 - r_coeff: 0.3999 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2725 - val_success_ratio: 1.0000
Epoch 3531/7000
0s - loss: 0.0381 - r_coeff: 0.4000 - success_ratio: 1.0000 - val_loss: 0.0353 - val_r_coeff: 0.2718 - val_success_ratio: 1.0000
Epoch 3532/7000
0s - loss: 0.0381 - r_coeff: 0.4000 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2725 - val_success_ratio: 1.0000
Epoch 3533/7000
0s - loss: 0.0381 - r_coeff: 0.4000 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2719 - val_success_ratio: 1.0000
Epoch 3534/7000
0s - loss: 0.0381 - r_coeff: 0.4000 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2726 - val_success_ratio: 1.0000
Epoch 3535/7000
0s - loss: 0.0381 - r_coeff: 0.4001 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2720 - val_success_ratio: 1.0000
Epoch 3536/7000
0s - loss: 0.0381 - r_coeff: 0.4001 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2727 - val_success_ratio: 1.0000
Epoch 3537/7000
0s - loss: 0.0381 - r_coeff: 0.4001 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2721 - val_success_ratio: 1.0000
Epoch 3538/7000
0s - loss: 0.0381 - r_coeff: 0.4002 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2728 - val_success_ratio: 1.0000
Epoch 3539/7000
0s - loss: 0.0381 - r_coeff: 0.4002 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2722 - val_success_ratio: 1.0000
Epoch 3540/7000
0s - loss: 0.0381 - r_coeff: 0.4002 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2728 - val_success_ratio: 1.0000
Epoch 3541/7000
0s - loss: 0.0381 - r_coeff: 0.4002 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2722 - val_success_ratio: 1.0000
Epoch 3542/7000
0s - loss: 0.0381 - r_coeff: 0.4003 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2729 - val_success_ratio: 1.0000
Epoch 3543/7000
0s - loss: 0.0381 - r_coeff: 0.4003 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2723 - val_success_ratio: 1.0000
Epoch 3544/7000
0s - loss: 0.0381 - r_coeff: 0.4003 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2730 - val_success_ratio: 1.0000
Epoch 3545/7000
0s - loss: 0.0381 - r_coeff: 0.4004 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2724 - val_success_ratio: 1.0000
Epoch 3546/7000
0s - loss: 0.0381 - r_coeff: 0.4004 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2731 - val_success_ratio: 1.0000
Epoch 3547/7000
0s - loss: 0.0381 - r_coeff: 0.4004 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2725 - val_success_ratio: 1.0000
Epoch 3548/7000
0s - loss: 0.0381 - r_coeff: 0.4004 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2731 - val_success_ratio: 1.0000
Epoch 3549/7000
0s - loss: 0.0381 - r_coeff: 0.4005 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2725 - val_success_ratio: 1.0000
Epoch 3550/7000
0s - loss: 0.0381 - r_coeff: 0.4005 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2732 - val_success_ratio: 1.0000
Epoch 3551/7000
0s - loss: 0.0381 - r_coeff: 0.4005 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2726 - val_success_ratio: 1.0000
Epoch 3552/7000
0s - loss: 0.0380 - r_coeff: 0.4006 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2733 - val_success_ratio: 1.0000
Epoch 3553/7000
0s - loss: 0.0380 - r_coeff: 0.4006 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2727 - val_success_ratio: 1.0000
Epoch 3554/7000
0s - loss: 0.0380 - r_coeff: 0.4006 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2734 - val_success_ratio: 1.0000
Epoch 3555/7000
0s - loss: 0.0380 - r_coeff: 0.4006 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2728 - val_success_ratio: 1.0000
Epoch 3556/7000
0s - loss: 0.0380 - r_coeff: 0.4007 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2735 - val_success_ratio: 1.0000
Epoch 3557/7000
0s - loss: 0.0380 - r_coeff: 0.4007 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2728 - val_success_ratio: 1.0000
Epoch 3558/7000
0s - loss: 0.0380 - r_coeff: 0.4007 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2735 - val_success_ratio: 1.0000
Epoch 3559/7000
0s - loss: 0.0380 - r_coeff: 0.4008 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2729 - val_success_ratio: 1.0000
Epoch 3560/7000
0s - loss: 0.0380 - r_coeff: 0.4008 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2736 - val_success_ratio: 1.0000
Epoch 3561/7000
0s - loss: 0.0380 - r_coeff: 0.4008 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2730 - val_success_ratio: 1.0000
Epoch 3562/7000
0s - loss: 0.0380 - r_coeff: 0.4008 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2737 - val_success_ratio: 1.0000
Epoch 3563/7000
0s - loss: 0.0380 - r_coeff: 0.4009 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2731 - val_success_ratio: 1.0000
Epoch 3564/7000
0s - loss: 0.0380 - r_coeff: 0.4009 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2738 - val_success_ratio: 1.0000
Epoch 3565/7000
0s - loss: 0.0380 - r_coeff: 0.4009 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2731 - val_success_ratio: 1.0000
Epoch 3566/7000
0s - loss: 0.0380 - r_coeff: 0.4010 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2738 - val_success_ratio: 1.0000
Epoch 3567/7000
0s - loss: 0.0380 - r_coeff: 0.4010 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2732 - val_success_ratio: 1.0000
Epoch 3568/7000
0s - loss: 0.0380 - r_coeff: 0.4010 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2739 - val_success_ratio: 1.0000
Epoch 3569/7000
0s - loss: 0.0380 - r_coeff: 0.4010 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2733 - val_success_ratio: 1.0000
Epoch 3570/7000
0s - loss: 0.0380 - r_coeff: 0.4011 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2740 - val_success_ratio: 1.0000
Epoch 3571/7000
0s - loss: 0.0380 - r_coeff: 0.4011 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2734 - val_success_ratio: 1.0000
Epoch 3572/7000
0s - loss: 0.0380 - r_coeff: 0.4011 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2741 - val_success_ratio: 1.0000
Epoch 3573/7000
0s - loss: 0.0380 - r_coeff: 0.4012 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2734 - val_success_ratio: 1.0000
Epoch 3574/7000
0s - loss: 0.0380 - r_coeff: 0.4012 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2741 - val_success_ratio: 1.0000
Epoch 3575/7000
0s - loss: 0.0380 - r_coeff: 0.4012 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2735 - val_success_ratio: 1.0000
Epoch 3576/7000
0s - loss: 0.0380 - r_coeff: 0.4012 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2742 - val_success_ratio: 1.0000
Epoch 3577/7000
0s - loss: 0.0380 - r_coeff: 0.4013 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2736 - val_success_ratio: 1.0000
Epoch 3578/7000
0s - loss: 0.0380 - r_coeff: 0.4013 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2743 - val_success_ratio: 1.0000
Epoch 3579/7000
0s - loss: 0.0380 - r_coeff: 0.4013 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2737 - val_success_ratio: 1.0000
Epoch 3580/7000
0s - loss: 0.0380 - r_coeff: 0.4014 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2744 - val_success_ratio: 1.0000
Epoch 3581/7000
0s - loss: 0.0380 - r_coeff: 0.4014 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2738 - val_success_ratio: 1.0000
Epoch 3582/7000
0s - loss: 0.0380 - r_coeff: 0.4014 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2744 - val_success_ratio: 1.0000
Epoch 3583/7000
0s - loss: 0.0380 - r_coeff: 0.4014 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2738 - val_success_ratio: 1.0000
Epoch 3584/7000
0s - loss: 0.0380 - r_coeff: 0.4015 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2745 - val_success_ratio: 1.0000
Epoch 3585/7000
0s - loss: 0.0380 - r_coeff: 0.4015 - success_ratio: 1.0000 - val_loss: 0.0352 - val_r_coeff: 0.2739 - val_success_ratio: 1.0000
Epoch 3586/7000
0s - loss: 0.0380 - r_coeff: 0.4015 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2746 - val_success_ratio: 1.0000
Epoch 3587/7000
0s - loss: 0.0380 - r_coeff: 0.4016 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2740 - val_success_ratio: 1.0000
Epoch 3588/7000
0s - loss: 0.0380 - r_coeff: 0.4016 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2747 - val_success_ratio: 1.0000
Epoch 3589/7000
0s - loss: 0.0380 - r_coeff: 0.4016 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2741 - val_success_ratio: 1.0000
Epoch 3590/7000
0s - loss: 0.0380 - r_coeff: 0.4016 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2748 - val_success_ratio: 1.0000
Epoch 3591/7000
0s - loss: 0.0380 - r_coeff: 0.4017 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2741 - val_success_ratio: 1.0000
Epoch 3592/7000
0s - loss: 0.0380 - r_coeff: 0.4017 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2748 - val_success_ratio: 1.0000
Epoch 3593/7000
0s - loss: 0.0380 - r_coeff: 0.4017 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2742 - val_success_ratio: 1.0000
Epoch 3594/7000
0s - loss: 0.0380 - r_coeff: 0.4017 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2749 - val_success_ratio: 1.0000
Epoch 3595/7000
0s - loss: 0.0380 - r_coeff: 0.4018 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2743 - val_success_ratio: 1.0000
Epoch 3596/7000
0s - loss: 0.0380 - r_coeff: 0.4018 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2750 - val_success_ratio: 1.0000
Epoch 3597/7000
0s - loss: 0.0380 - r_coeff: 0.4018 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2744 - val_success_ratio: 1.0000
Epoch 3598/7000
0s - loss: 0.0380 - r_coeff: 0.4019 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2751 - val_success_ratio: 1.0000
Epoch 3599/7000
0s - loss: 0.0380 - r_coeff: 0.4019 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2744 - val_success_ratio: 1.0000
Epoch 3600/7000
0s - loss: 0.0380 - r_coeff: 0.4019 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2751 - val_success_ratio: 1.0000
Epoch 3601/7000
0s - loss: 0.0380 - r_coeff: 0.4019 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2745 - val_success_ratio: 1.0000
Epoch 3602/7000
0s - loss: 0.0380 - r_coeff: 0.4020 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2752 - val_success_ratio: 1.0000
Epoch 3603/7000
0s - loss: 0.0380 - r_coeff: 0.4020 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2746 - val_success_ratio: 1.0000
Epoch 3604/7000
0s - loss: 0.0380 - r_coeff: 0.4020 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2753 - val_success_ratio: 1.0000
Epoch 3605/7000
0s - loss: 0.0380 - r_coeff: 0.4021 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2747 - val_success_ratio: 1.0000
Epoch 3606/7000
0s - loss: 0.0380 - r_coeff: 0.4021 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2754 - val_success_ratio: 1.0000
Epoch 3607/7000
0s - loss: 0.0380 - r_coeff: 0.4021 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2747 - val_success_ratio: 1.0000
Epoch 3608/7000
0s - loss: 0.0379 - r_coeff: 0.4021 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2754 - val_success_ratio: 1.0000
Epoch 3609/7000
0s - loss: 0.0379 - r_coeff: 0.4022 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2748 - val_success_ratio: 1.0000
Epoch 3610/7000
0s - loss: 0.0379 - r_coeff: 0.4022 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2755 - val_success_ratio: 1.0000
Epoch 3611/7000
0s - loss: 0.0379 - r_coeff: 0.4022 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2749 - val_success_ratio: 1.0000
Epoch 3612/7000
0s - loss: 0.0379 - r_coeff: 0.4022 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2756 - val_success_ratio: 1.0000
Epoch 3613/7000
0s - loss: 0.0379 - r_coeff: 0.4023 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2750 - val_success_ratio: 1.0000
Epoch 3614/7000
0s - loss: 0.0379 - r_coeff: 0.4023 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2757 - val_success_ratio: 1.0000
Epoch 3615/7000
0s - loss: 0.0379 - r_coeff: 0.4023 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2751 - val_success_ratio: 1.0000
Epoch 3616/7000
0s - loss: 0.0379 - r_coeff: 0.4024 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2758 - val_success_ratio: 1.0000
Epoch 3617/7000
0s - loss: 0.0379 - r_coeff: 0.4024 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2751 - val_success_ratio: 1.0000
Epoch 3618/7000
0s - loss: 0.0379 - r_coeff: 0.4024 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2758 - val_success_ratio: 1.0000
Epoch 3619/7000
0s - loss: 0.0379 - r_coeff: 0.4024 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2752 - val_success_ratio: 1.0000
Epoch 3620/7000
0s - loss: 0.0379 - r_coeff: 0.4025 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2759 - val_success_ratio: 1.0000
Epoch 3621/7000
0s - loss: 0.0379 - r_coeff: 0.4025 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2753 - val_success_ratio: 1.0000
Epoch 3622/7000
0s - loss: 0.0379 - r_coeff: 0.4025 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2760 - val_success_ratio: 1.0000
Epoch 3623/7000
0s - loss: 0.0379 - r_coeff: 0.4025 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2754 - val_success_ratio: 1.0000
Epoch 3624/7000
0s - loss: 0.0379 - r_coeff: 0.4026 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2761 - val_success_ratio: 1.0000
Epoch 3625/7000
0s - loss: 0.0379 - r_coeff: 0.4026 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2754 - val_success_ratio: 1.0000
Epoch 3626/7000
0s - loss: 0.0379 - r_coeff: 0.4026 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2761 - val_success_ratio: 1.0000
Epoch 3627/7000
0s - loss: 0.0379 - r_coeff: 0.4027 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2755 - val_success_ratio: 1.0000
Epoch 3628/7000
0s - loss: 0.0379 - r_coeff: 0.4027 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2762 - val_success_ratio: 1.0000
Epoch 3629/7000
0s - loss: 0.0379 - r_coeff: 0.4027 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2756 - val_success_ratio: 1.0000
Epoch 3630/7000
0s - loss: 0.0379 - r_coeff: 0.4027 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2763 - val_success_ratio: 1.0000
Epoch 3631/7000
0s - loss: 0.0379 - r_coeff: 0.4028 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2757 - val_success_ratio: 1.0000
Epoch 3632/7000
0s - loss: 0.0379 - r_coeff: 0.4028 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2764 - val_success_ratio: 1.0000
Epoch 3633/7000
0s - loss: 0.0379 - r_coeff: 0.4028 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2757 - val_success_ratio: 1.0000
Epoch 3634/7000
0s - loss: 0.0379 - r_coeff: 0.4028 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2764 - val_success_ratio: 1.0000
Epoch 3635/7000
0s - loss: 0.0379 - r_coeff: 0.4029 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2758 - val_success_ratio: 1.0000
Epoch 3636/7000
0s - loss: 0.0379 - r_coeff: 0.4029 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2765 - val_success_ratio: 1.0000
Epoch 3637/7000
0s - loss: 0.0379 - r_coeff: 0.4029 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2759 - val_success_ratio: 1.0000
Epoch 3638/7000
0s - loss: 0.0379 - r_coeff: 0.4030 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2766 - val_success_ratio: 1.0000
Epoch 3639/7000
0s - loss: 0.0379 - r_coeff: 0.4030 - success_ratio: 1.0000 - val_loss: 0.0351 - val_r_coeff: 0.2760 - val_success_ratio: 1.0000
Epoch 3640/7000
0s - loss: 0.0379 - r_coeff: 0.4030 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2767 - val_success_ratio: 1.0000
Epoch 3641/7000
0s - loss: 0.0379 - r_coeff: 0.4030 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2760 - val_success_ratio: 1.0000
Epoch 3642/7000
0s - loss: 0.0379 - r_coeff: 0.4031 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2768 - val_success_ratio: 1.0000
Epoch 3643/7000
0s - loss: 0.0379 - r_coeff: 0.4031 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2761 - val_success_ratio: 1.0000
Epoch 3644/7000
0s - loss: 0.0379 - r_coeff: 0.4031 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2768 - val_success_ratio: 1.0000
Epoch 3645/7000
0s - loss: 0.0379 - r_coeff: 0.4031 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2762 - val_success_ratio: 1.0000
Epoch 3646/7000
0s - loss: 0.0379 - r_coeff: 0.4032 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2769 - val_success_ratio: 1.0000
Epoch 3647/7000
0s - loss: 0.0379 - r_coeff: 0.4032 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2763 - val_success_ratio: 1.0000
Epoch 3648/7000
0s - loss: 0.0379 - r_coeff: 0.4032 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2770 - val_success_ratio: 1.0000
Epoch 3649/7000
0s - loss: 0.0379 - r_coeff: 0.4032 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2764 - val_success_ratio: 1.0000
Epoch 3650/7000
0s - loss: 0.0379 - r_coeff: 0.4033 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2771 - val_success_ratio: 1.0000
Epoch 3651/7000
0s - loss: 0.0379 - r_coeff: 0.4033 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2764 - val_success_ratio: 1.0000
Epoch 3652/7000
0s - loss: 0.0379 - r_coeff: 0.4033 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2771 - val_success_ratio: 1.0000
Epoch 3653/7000
0s - loss: 0.0379 - r_coeff: 0.4034 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2765 - val_success_ratio: 1.0000
Epoch 3654/7000
0s - loss: 0.0379 - r_coeff: 0.4034 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2772 - val_success_ratio: 1.0000
Epoch 3655/7000
0s - loss: 0.0379 - r_coeff: 0.4034 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2766 - val_success_ratio: 1.0000
Epoch 3656/7000
0s - loss: 0.0379 - r_coeff: 0.4034 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2773 - val_success_ratio: 1.0000
Epoch 3657/7000
0s - loss: 0.0379 - r_coeff: 0.4035 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2767 - val_success_ratio: 1.0000
Epoch 3658/7000
0s - loss: 0.0379 - r_coeff: 0.4035 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2774 - val_success_ratio: 1.0000
Epoch 3659/7000
0s - loss: 0.0379 - r_coeff: 0.4035 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2767 - val_success_ratio: 1.0000
Epoch 3660/7000
0s - loss: 0.0379 - r_coeff: 0.4035 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2774 - val_success_ratio: 1.0000
Epoch 3661/7000
0s - loss: 0.0379 - r_coeff: 0.4036 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2768 - val_success_ratio: 1.0000
Epoch 3662/7000
0s - loss: 0.0379 - r_coeff: 0.4036 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2775 - val_success_ratio: 1.0000
Epoch 3663/7000
0s - loss: 0.0379 - r_coeff: 0.4036 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2769 - val_success_ratio: 1.0000
Epoch 3664/7000
0s - loss: 0.0379 - r_coeff: 0.4036 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2776 - val_success_ratio: 1.0000
Epoch 3665/7000
0s - loss: 0.0379 - r_coeff: 0.4037 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2770 - val_success_ratio: 1.0000
Epoch 3666/7000
0s - loss: 0.0379 - r_coeff: 0.4037 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2777 - val_success_ratio: 1.0000
Epoch 3667/7000
0s - loss: 0.0378 - r_coeff: 0.4037 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2770 - val_success_ratio: 1.0000
Epoch 3668/7000
0s - loss: 0.0378 - r_coeff: 0.4038 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2778 - val_success_ratio: 1.0000
Epoch 3669/7000
0s - loss: 0.0378 - r_coeff: 0.4038 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2771 - val_success_ratio: 1.0000
Epoch 3670/7000
0s - loss: 0.0378 - r_coeff: 0.4038 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2778 - val_success_ratio: 1.0000
Epoch 3671/7000
0s - loss: 0.0378 - r_coeff: 0.4038 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2772 - val_success_ratio: 1.0000
Epoch 3672/7000
0s - loss: 0.0378 - r_coeff: 0.4039 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2779 - val_success_ratio: 1.0000
Epoch 3673/7000
0s - loss: 0.0378 - r_coeff: 0.4039 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2773 - val_success_ratio: 1.0000
Epoch 3674/7000
0s - loss: 0.0378 - r_coeff: 0.4039 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2780 - val_success_ratio: 1.0000
Epoch 3675/7000
0s - loss: 0.0378 - r_coeff: 0.4039 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2774 - val_success_ratio: 1.0000
Epoch 3676/7000
0s - loss: 0.0378 - r_coeff: 0.4040 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2781 - val_success_ratio: 1.0000
Epoch 3677/7000
0s - loss: 0.0378 - r_coeff: 0.4040 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2774 - val_success_ratio: 1.0000
Epoch 3678/7000
0s - loss: 0.0378 - r_coeff: 0.4040 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2782 - val_success_ratio: 1.0000
Epoch 3679/7000
0s - loss: 0.0378 - r_coeff: 0.4040 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2775 - val_success_ratio: 1.0000
Epoch 3680/7000
0s - loss: 0.0378 - r_coeff: 0.4041 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2782 - val_success_ratio: 1.0000
Epoch 3681/7000
0s - loss: 0.0378 - r_coeff: 0.4041 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2776 - val_success_ratio: 1.0000
Epoch 3682/7000
0s - loss: 0.0378 - r_coeff: 0.4041 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2783 - val_success_ratio: 1.0000
Epoch 3683/7000
0s - loss: 0.0378 - r_coeff: 0.4041 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2777 - val_success_ratio: 1.0000
Epoch 3684/7000
0s - loss: 0.0378 - r_coeff: 0.4042 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2784 - val_success_ratio: 1.0000
Epoch 3685/7000
0s - loss: 0.0378 - r_coeff: 0.4042 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2778 - val_success_ratio: 1.0000
Epoch 3686/7000
0s - loss: 0.0378 - r_coeff: 0.4042 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2785 - val_success_ratio: 1.0000
Epoch 3687/7000
0s - loss: 0.0378 - r_coeff: 0.4043 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2778 - val_success_ratio: 1.0000
Epoch 3688/7000
0s - loss: 0.0378 - r_coeff: 0.4043 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2785 - val_success_ratio: 1.0000
Epoch 3689/7000
0s - loss: 0.0378 - r_coeff: 0.4043 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2779 - val_success_ratio: 1.0000
Epoch 3690/7000
0s - loss: 0.0378 - r_coeff: 0.4043 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2786 - val_success_ratio: 1.0000
Epoch 3691/7000
0s - loss: 0.0378 - r_coeff: 0.4044 - success_ratio: 1.0000 - val_loss: 0.0350 - val_r_coeff: 0.2780 - val_success_ratio: 1.0000
Epoch 3692/7000
0s - loss: 0.0378 - r_coeff: 0.4044 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2787 - val_success_ratio: 1.0000
Epoch 3693/7000
0s - loss: 0.0378 - r_coeff: 0.4044 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2781 - val_success_ratio: 1.0000
Epoch 3694/7000
0s - loss: 0.0378 - r_coeff: 0.4044 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2788 - val_success_ratio: 1.0000
Epoch 3695/7000
0s - loss: 0.0378 - r_coeff: 0.4045 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2781 - val_success_ratio: 1.0000
Epoch 3696/7000
0s - loss: 0.0378 - r_coeff: 0.4045 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2789 - val_success_ratio: 1.0000
Epoch 3697/7000
0s - loss: 0.0378 - r_coeff: 0.4045 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2782 - val_success_ratio: 1.0000
Epoch 3698/7000
0s - loss: 0.0378 - r_coeff: 0.4045 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2789 - val_success_ratio: 1.0000
Epoch 3699/7000
0s - loss: 0.0378 - r_coeff: 0.4046 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2783 - val_success_ratio: 1.0000
Epoch 3700/7000
0s - loss: 0.0378 - r_coeff: 0.4046 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2790 - val_success_ratio: 1.0000
Epoch 3701/7000
0s - loss: 0.0378 - r_coeff: 0.4046 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2784 - val_success_ratio: 1.0000
Epoch 3702/7000
0s - loss: 0.0378 - r_coeff: 0.4046 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2791 - val_success_ratio: 1.0000
Epoch 3703/7000
0s - loss: 0.0378 - r_coeff: 0.4047 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2785 - val_success_ratio: 1.0000
Epoch 3704/7000
0s - loss: 0.0378 - r_coeff: 0.4047 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2792 - val_success_ratio: 1.0000
Epoch 3705/7000
0s - loss: 0.0378 - r_coeff: 0.4047 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2785 - val_success_ratio: 1.0000
Epoch 3706/7000
0s - loss: 0.0378 - r_coeff: 0.4047 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2793 - val_success_ratio: 1.0000
Epoch 3707/7000
0s - loss: 0.0378 - r_coeff: 0.4048 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2786 - val_success_ratio: 1.0000
Epoch 3708/7000
0s - loss: 0.0378 - r_coeff: 0.4048 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2794 - val_success_ratio: 1.0000
Epoch 3709/7000
0s - loss: 0.0378 - r_coeff: 0.4048 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2787 - val_success_ratio: 1.0000
Epoch 3710/7000
0s - loss: 0.0378 - r_coeff: 0.4048 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2794 - val_success_ratio: 1.0000
Epoch 3711/7000
0s - loss: 0.0378 - r_coeff: 0.4049 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2788 - val_success_ratio: 1.0000
Epoch 3712/7000
0s - loss: 0.0378 - r_coeff: 0.4049 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2795 - val_success_ratio: 1.0000
Epoch 3713/7000
0s - loss: 0.0378 - r_coeff: 0.4049 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2789 - val_success_ratio: 1.0000
Epoch 3714/7000
0s - loss: 0.0378 - r_coeff: 0.4050 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2796 - val_success_ratio: 1.0000
Epoch 3715/7000
0s - loss: 0.0378 - r_coeff: 0.4050 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2790 - val_success_ratio: 1.0000
Epoch 3716/7000
0s - loss: 0.0378 - r_coeff: 0.4050 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2797 - val_success_ratio: 1.0000
Epoch 3717/7000
0s - loss: 0.0378 - r_coeff: 0.4050 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2790 - val_success_ratio: 1.0000
Epoch 3718/7000
0s - loss: 0.0378 - r_coeff: 0.4051 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2798 - val_success_ratio: 1.0000
Epoch 3719/7000
0s - loss: 0.0378 - r_coeff: 0.4051 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2791 - val_success_ratio: 1.0000
Epoch 3720/7000
0s - loss: 0.0378 - r_coeff: 0.4051 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2798 - val_success_ratio: 1.0000
Epoch 3721/7000
0s - loss: 0.0378 - r_coeff: 0.4051 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2792 - val_success_ratio: 1.0000
Epoch 3722/7000
0s - loss: 0.0378 - r_coeff: 0.4052 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2799 - val_success_ratio: 1.0000
Epoch 3723/7000
0s - loss: 0.0378 - r_coeff: 0.4052 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2793 - val_success_ratio: 1.0000
Epoch 3724/7000
0s - loss: 0.0378 - r_coeff: 0.4052 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2800 - val_success_ratio: 1.0000
Epoch 3725/7000
0s - loss: 0.0378 - r_coeff: 0.4052 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2794 - val_success_ratio: 1.0000
Epoch 3726/7000
0s - loss: 0.0378 - r_coeff: 0.4053 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2801 - val_success_ratio: 1.0000
Epoch 3727/7000
0s - loss: 0.0377 - r_coeff: 0.4053 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2794 - val_success_ratio: 1.0000
Epoch 3728/7000
0s - loss: 0.0377 - r_coeff: 0.4053 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2802 - val_success_ratio: 1.0000
Epoch 3729/7000
0s - loss: 0.0377 - r_coeff: 0.4053 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2795 - val_success_ratio: 1.0000
Epoch 3730/7000
0s - loss: 0.0377 - r_coeff: 0.4054 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2802 - val_success_ratio: 1.0000
Epoch 3731/7000
0s - loss: 0.0377 - r_coeff: 0.4054 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2796 - val_success_ratio: 1.0000
Epoch 3732/7000
0s - loss: 0.0377 - r_coeff: 0.4054 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2803 - val_success_ratio: 1.0000
Epoch 3733/7000
0s - loss: 0.0377 - r_coeff: 0.4054 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2797 - val_success_ratio: 1.0000
Epoch 3734/7000
0s - loss: 0.0377 - r_coeff: 0.4055 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2804 - val_success_ratio: 1.0000
Epoch 3735/7000
0s - loss: 0.0377 - r_coeff: 0.4055 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2798 - val_success_ratio: 1.0000
Epoch 3736/7000
0s - loss: 0.0377 - r_coeff: 0.4055 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2805 - val_success_ratio: 1.0000
Epoch 3737/7000
0s - loss: 0.0377 - r_coeff: 0.4055 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2798 - val_success_ratio: 1.0000
Epoch 3738/7000
0s - loss: 0.0377 - r_coeff: 0.4056 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2806 - val_success_ratio: 1.0000
Epoch 3739/7000
0s - loss: 0.0377 - r_coeff: 0.4056 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2799 - val_success_ratio: 1.0000
Epoch 3740/7000
0s - loss: 0.0377 - r_coeff: 0.4056 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2806 - val_success_ratio: 1.0000
Epoch 3741/7000
0s - loss: 0.0377 - r_coeff: 0.4056 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2800 - val_success_ratio: 1.0000
Epoch 3742/7000
0s - loss: 0.0377 - r_coeff: 0.4057 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2807 - val_success_ratio: 1.0000
Epoch 3743/7000
0s - loss: 0.0377 - r_coeff: 0.4057 - success_ratio: 1.0000 - val_loss: 0.0349 - val_r_coeff: 0.2801 - val_success_ratio: 1.0000
Epoch 3744/7000
0s - loss: 0.0377 - r_coeff: 0.4057 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2808 - val_success_ratio: 1.0000
Epoch 3745/7000
0s - loss: 0.0377 - r_coeff: 0.4057 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2802 - val_success_ratio: 1.0000
Epoch 3746/7000
0s - loss: 0.0377 - r_coeff: 0.4058 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2809 - val_success_ratio: 1.0000
Epoch 3747/7000
0s - loss: 0.0377 - r_coeff: 0.4058 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2802 - val_success_ratio: 1.0000
Epoch 3748/7000
0s - loss: 0.0377 - r_coeff: 0.4058 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2810 - val_success_ratio: 1.0000
Epoch 3749/7000
0s - loss: 0.0377 - r_coeff: 0.4058 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2803 - val_success_ratio: 1.0000
Epoch 3750/7000
0s - loss: 0.0377 - r_coeff: 0.4059 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2811 - val_success_ratio: 1.0000
Epoch 3751/7000
0s - loss: 0.0377 - r_coeff: 0.4059 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2804 - val_success_ratio: 1.0000
Epoch 3752/7000
0s - loss: 0.0377 - r_coeff: 0.4059 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2811 - val_success_ratio: 1.0000
Epoch 3753/7000
0s - loss: 0.0377 - r_coeff: 0.4059 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2805 - val_success_ratio: 1.0000
Epoch 3754/7000
0s - loss: 0.0377 - r_coeff: 0.4060 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2812 - val_success_ratio: 1.0000
Epoch 3755/7000
0s - loss: 0.0377 - r_coeff: 0.4060 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2806 - val_success_ratio: 1.0000
Epoch 3756/7000
0s - loss: 0.0377 - r_coeff: 0.4060 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2813 - val_success_ratio: 1.0000
Epoch 3757/7000
0s - loss: 0.0377 - r_coeff: 0.4060 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2806 - val_success_ratio: 1.0000
Epoch 3758/7000
0s - loss: 0.0377 - r_coeff: 0.4061 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2814 - val_success_ratio: 1.0000
Epoch 3759/7000
0s - loss: 0.0377 - r_coeff: 0.4061 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2807 - val_success_ratio: 1.0000
Epoch 3760/7000
0s - loss: 0.0377 - r_coeff: 0.4061 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2815 - val_success_ratio: 1.0000
Epoch 3761/7000
0s - loss: 0.0377 - r_coeff: 0.4061 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2808 - val_success_ratio: 1.0000
Epoch 3762/7000
0s - loss: 0.0377 - r_coeff: 0.4062 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2815 - val_success_ratio: 1.0000
Epoch 3763/7000
0s - loss: 0.0377 - r_coeff: 0.4062 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2809 - val_success_ratio: 1.0000
Epoch 3764/7000
0s - loss: 0.0377 - r_coeff: 0.4062 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2816 - val_success_ratio: 1.0000
Epoch 3765/7000
0s - loss: 0.0377 - r_coeff: 0.4062 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2810 - val_success_ratio: 1.0000
Epoch 3766/7000
0s - loss: 0.0377 - r_coeff: 0.4063 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2817 - val_success_ratio: 1.0000
Epoch 3767/7000
0s - loss: 0.0377 - r_coeff: 0.4063 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2810 - val_success_ratio: 1.0000
Epoch 3768/7000
0s - loss: 0.0377 - r_coeff: 0.4063 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2818 - val_success_ratio: 1.0000
Epoch 3769/7000
0s - loss: 0.0377 - r_coeff: 0.4063 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2811 - val_success_ratio: 1.0000
Epoch 3770/7000
0s - loss: 0.0377 - r_coeff: 0.4064 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2819 - val_success_ratio: 1.0000
Epoch 3771/7000
0s - loss: 0.0377 - r_coeff: 0.4064 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2812 - val_success_ratio: 1.0000
Epoch 3772/7000
0s - loss: 0.0377 - r_coeff: 0.4064 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2819 - val_success_ratio: 1.0000
Epoch 3773/7000
0s - loss: 0.0377 - r_coeff: 0.4064 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2813 - val_success_ratio: 1.0000
Epoch 3774/7000
0s - loss: 0.0377 - r_coeff: 0.4065 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2820 - val_success_ratio: 1.0000
Epoch 3775/7000
0s - loss: 0.0377 - r_coeff: 0.4065 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2814 - val_success_ratio: 1.0000
Epoch 3776/7000
0s - loss: 0.0377 - r_coeff: 0.4065 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2821 - val_success_ratio: 1.0000
Epoch 3777/7000
0s - loss: 0.0377 - r_coeff: 0.4065 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2814 - val_success_ratio: 1.0000
Epoch 3778/7000
0s - loss: 0.0377 - r_coeff: 0.4066 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2822 - val_success_ratio: 1.0000
Epoch 3779/7000
0s - loss: 0.0377 - r_coeff: 0.4066 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2815 - val_success_ratio: 1.0000
Epoch 3780/7000
0s - loss: 0.0377 - r_coeff: 0.4066 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2823 - val_success_ratio: 1.0000
Epoch 3781/7000
0s - loss: 0.0377 - r_coeff: 0.4066 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2816 - val_success_ratio: 1.0000
Epoch 3782/7000
0s - loss: 0.0377 - r_coeff: 0.4067 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2823 - val_success_ratio: 1.0000
Epoch 3783/7000
0s - loss: 0.0377 - r_coeff: 0.4067 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2817 - val_success_ratio: 1.0000
Epoch 3784/7000
0s - loss: 0.0377 - r_coeff: 0.4067 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2824 - val_success_ratio: 1.0000
Epoch 3785/7000
0s - loss: 0.0377 - r_coeff: 0.4067 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2818 - val_success_ratio: 1.0000
Epoch 3786/7000
0s - loss: 0.0377 - r_coeff: 0.4068 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2825 - val_success_ratio: 1.0000
Epoch 3787/7000
0s - loss: 0.0377 - r_coeff: 0.4068 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2818 - val_success_ratio: 1.0000
Epoch 3788/7000
0s - loss: 0.0377 - r_coeff: 0.4068 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2826 - val_success_ratio: 1.0000
Epoch 3789/7000
0s - loss: 0.0377 - r_coeff: 0.4068 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2819 - val_success_ratio: 1.0000
Epoch 3790/7000
0s - loss: 0.0376 - r_coeff: 0.4069 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2827 - val_success_ratio: 1.0000
Epoch 3791/7000
0s - loss: 0.0376 - r_coeff: 0.4069 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2820 - val_success_ratio: 1.0000
Epoch 3792/7000
0s - loss: 0.0376 - r_coeff: 0.4069 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2827 - val_success_ratio: 1.0000
Epoch 3793/7000
0s - loss: 0.0376 - r_coeff: 0.4069 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2821 - val_success_ratio: 1.0000
Epoch 3794/7000
0s - loss: 0.0376 - r_coeff: 0.4070 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2828 - val_success_ratio: 1.0000
Epoch 3795/7000
0s - loss: 0.0376 - r_coeff: 0.4070 - success_ratio: 1.0000 - val_loss: 0.0348 - val_r_coeff: 0.2821 - val_success_ratio: 1.0000
Epoch 3796/7000
0s - loss: 0.0376 - r_coeff: 0.4070 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2829 - val_success_ratio: 1.0000
Epoch 3797/7000
0s - loss: 0.0376 - r_coeff: 0.4070 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2822 - val_success_ratio: 1.0000
Epoch 3798/7000
0s - loss: 0.0376 - r_coeff: 0.4071 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2830 - val_success_ratio: 1.0000
Epoch 3799/7000
0s - loss: 0.0376 - r_coeff: 0.4071 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2823 - val_success_ratio: 1.0000
Epoch 3800/7000
0s - loss: 0.0376 - r_coeff: 0.4071 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2830 - val_success_ratio: 1.0000
Epoch 3801/7000
0s - loss: 0.0376 - r_coeff: 0.4071 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2824 - val_success_ratio: 1.0000
Epoch 3802/7000
0s - loss: 0.0376 - r_coeff: 0.4072 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2831 - val_success_ratio: 1.0000
Epoch 3803/7000
0s - loss: 0.0376 - r_coeff: 0.4072 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2825 - val_success_ratio: 1.0000
Epoch 3804/7000
0s - loss: 0.0376 - r_coeff: 0.4072 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2832 - val_success_ratio: 1.0000
Epoch 3805/7000
0s - loss: 0.0376 - r_coeff: 0.4072 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2825 - val_success_ratio: 1.0000
Epoch 3806/7000
0s - loss: 0.0376 - r_coeff: 0.4072 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2833 - val_success_ratio: 1.0000
Epoch 3807/7000
0s - loss: 0.0376 - r_coeff: 0.4073 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2826 - val_success_ratio: 1.0000
Epoch 3808/7000
0s - loss: 0.0376 - r_coeff: 0.4073 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2834 - val_success_ratio: 1.0000
Epoch 3809/7000
0s - loss: 0.0376 - r_coeff: 0.4073 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2827 - val_success_ratio: 1.0000
Epoch 3810/7000
0s - loss: 0.0376 - r_coeff: 0.4073 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2834 - val_success_ratio: 1.0000
Epoch 3811/7000
0s - loss: 0.0376 - r_coeff: 0.4074 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2828 - val_success_ratio: 1.0000
Epoch 3812/7000
0s - loss: 0.0376 - r_coeff: 0.4074 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2835 - val_success_ratio: 1.0000
Epoch 3813/7000
0s - loss: 0.0376 - r_coeff: 0.4074 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2829 - val_success_ratio: 1.0000
Epoch 3814/7000
0s - loss: 0.0376 - r_coeff: 0.4074 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2836 - val_success_ratio: 1.0000
Epoch 3815/7000
0s - loss: 0.0376 - r_coeff: 0.4075 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2829 - val_success_ratio: 1.0000
Epoch 3816/7000
0s - loss: 0.0376 - r_coeff: 0.4075 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2837 - val_success_ratio: 1.0000
Epoch 3817/7000
0s - loss: 0.0376 - r_coeff: 0.4075 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2830 - val_success_ratio: 1.0000
Epoch 3818/7000
0s - loss: 0.0376 - r_coeff: 0.4075 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2838 - val_success_ratio: 1.0000
Epoch 3819/7000
0s - loss: 0.0376 - r_coeff: 0.4076 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2831 - val_success_ratio: 1.0000
Epoch 3820/7000
0s - loss: 0.0376 - r_coeff: 0.4076 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2838 - val_success_ratio: 1.0000
Epoch 3821/7000
0s - loss: 0.0376 - r_coeff: 0.4076 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2832 - val_success_ratio: 1.0000
Epoch 3822/7000
0s - loss: 0.0376 - r_coeff: 0.4076 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2839 - val_success_ratio: 1.0000
Epoch 3823/7000
0s - loss: 0.0376 - r_coeff: 0.4077 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2832 - val_success_ratio: 1.0000
Epoch 3824/7000
0s - loss: 0.0376 - r_coeff: 0.4077 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2840 - val_success_ratio: 1.0000
Epoch 3825/7000
0s - loss: 0.0376 - r_coeff: 0.4077 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2833 - val_success_ratio: 1.0000
Epoch 3826/7000
0s - loss: 0.0376 - r_coeff: 0.4077 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2841 - val_success_ratio: 1.0000
Epoch 3827/7000
0s - loss: 0.0376 - r_coeff: 0.4078 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2834 - val_success_ratio: 1.0000
Epoch 3828/7000
0s - loss: 0.0376 - r_coeff: 0.4078 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2841 - val_success_ratio: 1.0000
Epoch 3829/7000
0s - loss: 0.0376 - r_coeff: 0.4078 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2835 - val_success_ratio: 1.0000
Epoch 3830/7000
0s - loss: 0.0376 - r_coeff: 0.4078 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2842 - val_success_ratio: 1.0000
Epoch 3831/7000
0s - loss: 0.0376 - r_coeff: 0.4078 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2836 - val_success_ratio: 1.0000
Epoch 3832/7000
0s - loss: 0.0376 - r_coeff: 0.4079 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2843 - val_success_ratio: 1.0000
Epoch 3833/7000
0s - loss: 0.0376 - r_coeff: 0.4079 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2836 - val_success_ratio: 1.0000
Epoch 3834/7000
0s - loss: 0.0376 - r_coeff: 0.4079 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2844 - val_success_ratio: 1.0000
Epoch 3835/7000
0s - loss: 0.0376 - r_coeff: 0.4079 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2837 - val_success_ratio: 1.0000
Epoch 3836/7000
0s - loss: 0.0376 - r_coeff: 0.4080 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2845 - val_success_ratio: 1.0000
Epoch 3837/7000
0s - loss: 0.0376 - r_coeff: 0.4080 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2838 - val_success_ratio: 1.0000
Epoch 3838/7000
0s - loss: 0.0376 - r_coeff: 0.4080 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2845 - val_success_ratio: 1.0000
Epoch 3839/7000
0s - loss: 0.0376 - r_coeff: 0.4080 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2839 - val_success_ratio: 1.0000
Epoch 3840/7000
0s - loss: 0.0376 - r_coeff: 0.4081 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2846 - val_success_ratio: 1.0000
Epoch 3841/7000
0s - loss: 0.0376 - r_coeff: 0.4081 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2839 - val_success_ratio: 1.0000
Epoch 3842/7000
0s - loss: 0.0376 - r_coeff: 0.4081 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2847 - val_success_ratio: 1.0000
Epoch 3843/7000
0s - loss: 0.0376 - r_coeff: 0.4081 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2840 - val_success_ratio: 1.0000
Epoch 3844/7000
0s - loss: 0.0376 - r_coeff: 0.4082 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2848 - val_success_ratio: 1.0000
Epoch 3845/7000
0s - loss: 0.0376 - r_coeff: 0.4082 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2841 - val_success_ratio: 1.0000
Epoch 3846/7000
0s - loss: 0.0376 - r_coeff: 0.4082 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2848 - val_success_ratio: 1.0000
Epoch 3847/7000
0s - loss: 0.0376 - r_coeff: 0.4082 - success_ratio: 1.0000 - val_loss: 0.0347 - val_r_coeff: 0.2842 - val_success_ratio: 1.0000
Epoch 3848/7000
0s - loss: 0.0376 - r_coeff: 0.4083 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2849 - val_success_ratio: 1.0000
Epoch 3849/7000
0s - loss: 0.0376 - r_coeff: 0.4083 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2842 - val_success_ratio: 1.0000
Epoch 3850/7000
0s - loss: 0.0376 - r_coeff: 0.4083 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2850 - val_success_ratio: 1.0000
Epoch 3851/7000
0s - loss: 0.0376 - r_coeff: 0.4083 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2843 - val_success_ratio: 1.0000
Epoch 3852/7000
0s - loss: 0.0376 - r_coeff: 0.4083 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2851 - val_success_ratio: 1.0000
Epoch 3853/7000
0s - loss: 0.0376 - r_coeff: 0.4084 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2844 - val_success_ratio: 1.0000
Epoch 3854/7000
0s - loss: 0.0376 - r_coeff: 0.4084 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2851 - val_success_ratio: 1.0000
Epoch 3855/7000
0s - loss: 0.0376 - r_coeff: 0.4084 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2845 - val_success_ratio: 1.0000
Epoch 3856/7000
0s - loss: 0.0375 - r_coeff: 0.4084 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2852 - val_success_ratio: 1.0000
Epoch 3857/7000
0s - loss: 0.0375 - r_coeff: 0.4085 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2845 - val_success_ratio: 1.0000
Epoch 3858/7000
0s - loss: 0.0375 - r_coeff: 0.4085 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2853 - val_success_ratio: 1.0000
Epoch 3859/7000
0s - loss: 0.0375 - r_coeff: 0.4085 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2846 - val_success_ratio: 1.0000
Epoch 3860/7000
0s - loss: 0.0375 - r_coeff: 0.4085 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2854 - val_success_ratio: 1.0000
Epoch 3861/7000
0s - loss: 0.0375 - r_coeff: 0.4086 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2847 - val_success_ratio: 1.0000
Epoch 3862/7000
0s - loss: 0.0375 - r_coeff: 0.4086 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2854 - val_success_ratio: 1.0000
Epoch 3863/7000
0s - loss: 0.0375 - r_coeff: 0.4086 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2848 - val_success_ratio: 1.0000
Epoch 3864/7000
0s - loss: 0.0375 - r_coeff: 0.4086 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2855 - val_success_ratio: 1.0000
Epoch 3865/7000
0s - loss: 0.0375 - r_coeff: 0.4087 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2848 - val_success_ratio: 1.0000
Epoch 3866/7000
0s - loss: 0.0375 - r_coeff: 0.4087 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2856 - val_success_ratio: 1.0000
Epoch 3867/7000
0s - loss: 0.0375 - r_coeff: 0.4087 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2849 - val_success_ratio: 1.0000
Epoch 3868/7000
0s - loss: 0.0375 - r_coeff: 0.4087 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2857 - val_success_ratio: 1.0000
Epoch 3869/7000
0s - loss: 0.0375 - r_coeff: 0.4087 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2850 - val_success_ratio: 1.0000
Epoch 3870/7000
0s - loss: 0.0375 - r_coeff: 0.4088 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2858 - val_success_ratio: 1.0000
Epoch 3871/7000
0s - loss: 0.0375 - r_coeff: 0.4088 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2851 - val_success_ratio: 1.0000
Epoch 3872/7000
0s - loss: 0.0375 - r_coeff: 0.4088 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2858 - val_success_ratio: 1.0000
Epoch 3873/7000
0s - loss: 0.0375 - r_coeff: 0.4088 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2852 - val_success_ratio: 1.0000
Epoch 3874/7000
0s - loss: 0.0375 - r_coeff: 0.4089 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2859 - val_success_ratio: 1.0000
Epoch 3875/7000
0s - loss: 0.0375 - r_coeff: 0.4089 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2852 - val_success_ratio: 1.0000
Epoch 3876/7000
0s - loss: 0.0375 - r_coeff: 0.4089 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2860 - val_success_ratio: 1.0000
Epoch 3877/7000
0s - loss: 0.0375 - r_coeff: 0.4089 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2853 - val_success_ratio: 1.0000
Epoch 3878/7000
0s - loss: 0.0375 - r_coeff: 0.4090 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2861 - val_success_ratio: 1.0000
Epoch 3879/7000
0s - loss: 0.0375 - r_coeff: 0.4090 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2854 - val_success_ratio: 1.0000
Epoch 3880/7000
0s - loss: 0.0375 - r_coeff: 0.4090 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2861 - val_success_ratio: 1.0000
Epoch 3881/7000
0s - loss: 0.0375 - r_coeff: 0.4090 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2855 - val_success_ratio: 1.0000
Epoch 3882/7000
0s - loss: 0.0375 - r_coeff: 0.4090 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2862 - val_success_ratio: 1.0000
Epoch 3883/7000
0s - loss: 0.0375 - r_coeff: 0.4091 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2855 - val_success_ratio: 1.0000
Epoch 3884/7000
0s - loss: 0.0375 - r_coeff: 0.4091 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2863 - val_success_ratio: 1.0000
Epoch 3885/7000
0s - loss: 0.0375 - r_coeff: 0.4091 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2856 - val_success_ratio: 1.0000
Epoch 3886/7000
0s - loss: 0.0375 - r_coeff: 0.4091 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2864 - val_success_ratio: 1.0000
Epoch 3887/7000
0s - loss: 0.0375 - r_coeff: 0.4092 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2857 - val_success_ratio: 1.0000
Epoch 3888/7000
0s - loss: 0.0375 - r_coeff: 0.4092 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2864 - val_success_ratio: 1.0000
Epoch 3889/7000
0s - loss: 0.0375 - r_coeff: 0.4092 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2857 - val_success_ratio: 1.0000
Epoch 3890/7000
0s - loss: 0.0375 - r_coeff: 0.4092 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2865 - val_success_ratio: 1.0000
Epoch 3891/7000
0s - loss: 0.0375 - r_coeff: 0.4093 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2858 - val_success_ratio: 1.0000
Epoch 3892/7000
0s - loss: 0.0375 - r_coeff: 0.4093 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2866 - val_success_ratio: 1.0000
Epoch 3893/7000
0s - loss: 0.0375 - r_coeff: 0.4093 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2859 - val_success_ratio: 1.0000
Epoch 3894/7000
0s - loss: 0.0375 - r_coeff: 0.4093 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2867 - val_success_ratio: 1.0000
Epoch 3895/7000
0s - loss: 0.0375 - r_coeff: 0.4094 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2860 - val_success_ratio: 1.0000
Epoch 3896/7000
0s - loss: 0.0375 - r_coeff: 0.4094 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2867 - val_success_ratio: 1.0000
Epoch 3897/7000
0s - loss: 0.0375 - r_coeff: 0.4094 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2860 - val_success_ratio: 1.0000
Epoch 3898/7000
0s - loss: 0.0375 - r_coeff: 0.4094 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2868 - val_success_ratio: 1.0000
Epoch 3899/7000
0s - loss: 0.0375 - r_coeff: 0.4094 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2861 - val_success_ratio: 1.0000
Epoch 3900/7000
0s - loss: 0.0375 - r_coeff: 0.4095 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2869 - val_success_ratio: 1.0000
Epoch 3901/7000
0s - loss: 0.0375 - r_coeff: 0.4095 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2862 - val_success_ratio: 1.0000
Epoch 3902/7000
0s - loss: 0.0375 - r_coeff: 0.4095 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2869 - val_success_ratio: 1.0000
Epoch 3903/7000
0s - loss: 0.0375 - r_coeff: 0.4095 - success_ratio: 1.0000 - val_loss: 0.0346 - val_r_coeff: 0.2863 - val_success_ratio: 1.0000
Epoch 3904/7000
0s - loss: 0.0375 - r_coeff: 0.4096 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2870 - val_success_ratio: 1.0000
Epoch 3905/7000
0s - loss: 0.0375 - r_coeff: 0.4096 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2863 - val_success_ratio: 1.0000
Epoch 3906/7000
0s - loss: 0.0375 - r_coeff: 0.4096 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2871 - val_success_ratio: 1.0000
Epoch 3907/7000
0s - loss: 0.0375 - r_coeff: 0.4096 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2864 - val_success_ratio: 1.0000
Epoch 3908/7000
0s - loss: 0.0375 - r_coeff: 0.4096 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2872 - val_success_ratio: 1.0000
Epoch 3909/7000
0s - loss: 0.0375 - r_coeff: 0.4097 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2865 - val_success_ratio: 1.0000
Epoch 3910/7000
0s - loss: 0.0375 - r_coeff: 0.4097 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2872 - val_success_ratio: 1.0000
Epoch 3911/7000
0s - loss: 0.0375 - r_coeff: 0.4097 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2866 - val_success_ratio: 1.0000
Epoch 3912/7000
0s - loss: 0.0375 - r_coeff: 0.4097 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2873 - val_success_ratio: 1.0000
Epoch 3913/7000
0s - loss: 0.0375 - r_coeff: 0.4098 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2866 - val_success_ratio: 1.0000
Epoch 3914/7000
0s - loss: 0.0375 - r_coeff: 0.4098 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2874 - val_success_ratio: 1.0000
Epoch 3915/7000
0s - loss: 0.0375 - r_coeff: 0.4098 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2867 - val_success_ratio: 1.0000
Epoch 3916/7000
0s - loss: 0.0375 - r_coeff: 0.4098 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2875 - val_success_ratio: 1.0000
Epoch 3917/7000
0s - loss: 0.0375 - r_coeff: 0.4099 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2868 - val_success_ratio: 1.0000
Epoch 3918/7000
0s - loss: 0.0375 - r_coeff: 0.4099 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2875 - val_success_ratio: 1.0000
Epoch 3919/7000
0s - loss: 0.0375 - r_coeff: 0.4099 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2868 - val_success_ratio: 1.0000
Epoch 3920/7000
0s - loss: 0.0375 - r_coeff: 0.4099 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2876 - val_success_ratio: 1.0000
Epoch 3921/7000
0s - loss: 0.0375 - r_coeff: 0.4099 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2869 - val_success_ratio: 1.0000
Epoch 3922/7000
0s - loss: 0.0375 - r_coeff: 0.4100 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2877 - val_success_ratio: 1.0000
Epoch 3923/7000
0s - loss: 0.0375 - r_coeff: 0.4100 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2870 - val_success_ratio: 1.0000
Epoch 3924/7000
0s - loss: 0.0374 - r_coeff: 0.4100 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2877 - val_success_ratio: 1.0000
Epoch 3925/7000
0s - loss: 0.0374 - r_coeff: 0.4100 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2871 - val_success_ratio: 1.0000
Epoch 3926/7000
0s - loss: 0.0374 - r_coeff: 0.4101 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2878 - val_success_ratio: 1.0000
Epoch 3927/7000
0s - loss: 0.0374 - r_coeff: 0.4101 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2871 - val_success_ratio: 1.0000
Epoch 3928/7000
0s - loss: 0.0374 - r_coeff: 0.4101 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2879 - val_success_ratio: 1.0000
Epoch 3929/7000
0s - loss: 0.0374 - r_coeff: 0.4101 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2872 - val_success_ratio: 1.0000
Epoch 3930/7000
0s - loss: 0.0374 - r_coeff: 0.4101 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2880 - val_success_ratio: 1.0000
Epoch 3931/7000
0s - loss: 0.0374 - r_coeff: 0.4102 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2873 - val_success_ratio: 1.0000
Epoch 3932/7000
0s - loss: 0.0374 - r_coeff: 0.4102 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2880 - val_success_ratio: 1.0000
Epoch 3933/7000
0s - loss: 0.0374 - r_coeff: 0.4102 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2873 - val_success_ratio: 1.0000
Epoch 3934/7000
0s - loss: 0.0374 - r_coeff: 0.4102 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2881 - val_success_ratio: 1.0000
Epoch 3935/7000
0s - loss: 0.0374 - r_coeff: 0.4103 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2874 - val_success_ratio: 1.0000
Epoch 3936/7000
0s - loss: 0.0374 - r_coeff: 0.4103 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2882 - val_success_ratio: 1.0000
Epoch 3937/7000
0s - loss: 0.0374 - r_coeff: 0.4103 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2875 - val_success_ratio: 1.0000
Epoch 3938/7000
0s - loss: 0.0374 - r_coeff: 0.4103 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2883 - val_success_ratio: 1.0000
Epoch 3939/7000
0s - loss: 0.0374 - r_coeff: 0.4104 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2876 - val_success_ratio: 1.0000
Epoch 3940/7000
0s - loss: 0.0374 - r_coeff: 0.4104 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2883 - val_success_ratio: 1.0000
Epoch 3941/7000
0s - loss: 0.0374 - r_coeff: 0.4104 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2876 - val_success_ratio: 1.0000
Epoch 3942/7000
0s - loss: 0.0374 - r_coeff: 0.4104 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2884 - val_success_ratio: 1.0000
Epoch 3943/7000
0s - loss: 0.0374 - r_coeff: 0.4104 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2877 - val_success_ratio: 1.0000
Epoch 3944/7000
0s - loss: 0.0374 - r_coeff: 0.4105 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2885 - val_success_ratio: 1.0000
Epoch 3945/7000
0s - loss: 0.0374 - r_coeff: 0.4105 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2878 - val_success_ratio: 1.0000
Epoch 3946/7000
0s - loss: 0.0374 - r_coeff: 0.4105 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2885 - val_success_ratio: 1.0000
Epoch 3947/7000
0s - loss: 0.0374 - r_coeff: 0.4105 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2878 - val_success_ratio: 1.0000
Epoch 3948/7000
0s - loss: 0.0374 - r_coeff: 0.4106 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2886 - val_success_ratio: 1.0000
Epoch 3949/7000
0s - loss: 0.0374 - r_coeff: 0.4106 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2879 - val_success_ratio: 1.0000
Epoch 3950/7000
0s - loss: 0.0374 - r_coeff: 0.4106 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2887 - val_success_ratio: 1.0000
Epoch 3951/7000
0s - loss: 0.0374 - r_coeff: 0.4106 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2880 - val_success_ratio: 1.0000
Epoch 3952/7000
0s - loss: 0.0374 - r_coeff: 0.4106 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2887 - val_success_ratio: 1.0000
Epoch 3953/7000
0s - loss: 0.0374 - r_coeff: 0.4107 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2881 - val_success_ratio: 1.0000
Epoch 3954/7000
0s - loss: 0.0374 - r_coeff: 0.4107 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2888 - val_success_ratio: 1.0000
Epoch 3955/7000
0s - loss: 0.0374 - r_coeff: 0.4107 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2881 - val_success_ratio: 1.0000
Epoch 3956/7000
0s - loss: 0.0374 - r_coeff: 0.4107 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2889 - val_success_ratio: 1.0000
Epoch 3957/7000
0s - loss: 0.0374 - r_coeff: 0.4108 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2882 - val_success_ratio: 1.0000
Epoch 3958/7000
0s - loss: 0.0374 - r_coeff: 0.4108 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2890 - val_success_ratio: 1.0000
Epoch 3959/7000
0s - loss: 0.0374 - r_coeff: 0.4108 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2883 - val_success_ratio: 1.0000
Epoch 3960/7000
0s - loss: 0.0374 - r_coeff: 0.4108 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2890 - val_success_ratio: 1.0000
Epoch 3961/7000
0s - loss: 0.0374 - r_coeff: 0.4108 - success_ratio: 1.0000 - val_loss: 0.0345 - val_r_coeff: 0.2883 - val_success_ratio: 1.0000
Epoch 3962/7000
0s - loss: 0.0374 - r_coeff: 0.4109 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2891 - val_success_ratio: 1.0000
Epoch 3963/7000
0s - loss: 0.0374 - r_coeff: 0.4109 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2884 - val_success_ratio: 1.0000
Epoch 3964/7000
0s - loss: 0.0374 - r_coeff: 0.4109 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2892 - val_success_ratio: 1.0000
Epoch 3965/7000
0s - loss: 0.0374 - r_coeff: 0.4109 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2885 - val_success_ratio: 1.0000
Epoch 3966/7000
0s - loss: 0.0374 - r_coeff: 0.4110 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2892 - val_success_ratio: 1.0000
Epoch 3967/7000
0s - loss: 0.0374 - r_coeff: 0.4110 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2885 - val_success_ratio: 1.0000
Epoch 3968/7000
0s - loss: 0.0374 - r_coeff: 0.4110 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2893 - val_success_ratio: 1.0000
Epoch 3969/7000
0s - loss: 0.0374 - r_coeff: 0.4110 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2886 - val_success_ratio: 1.0000
Epoch 3970/7000
0s - loss: 0.0374 - r_coeff: 0.4110 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2894 - val_success_ratio: 1.0000
Epoch 3971/7000
0s - loss: 0.0374 - r_coeff: 0.4111 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2887 - val_success_ratio: 1.0000
Epoch 3972/7000
0s - loss: 0.0374 - r_coeff: 0.4111 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2894 - val_success_ratio: 1.0000
Epoch 3973/7000
0s - loss: 0.0374 - r_coeff: 0.4111 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2887 - val_success_ratio: 1.0000
Epoch 3974/7000
0s - loss: 0.0374 - r_coeff: 0.4111 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2895 - val_success_ratio: 1.0000
Epoch 3975/7000
0s - loss: 0.0374 - r_coeff: 0.4112 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2888 - val_success_ratio: 1.0000
Epoch 3976/7000
0s - loss: 0.0374 - r_coeff: 0.4112 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2896 - val_success_ratio: 1.0000
Epoch 3977/7000
0s - loss: 0.0374 - r_coeff: 0.4112 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2889 - val_success_ratio: 1.0000
Epoch 3978/7000
0s - loss: 0.0374 - r_coeff: 0.4112 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2897 - val_success_ratio: 1.0000
Epoch 3979/7000
0s - loss: 0.0374 - r_coeff: 0.4112 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2889 - val_success_ratio: 1.0000
Epoch 3980/7000
0s - loss: 0.0374 - r_coeff: 0.4113 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2897 - val_success_ratio: 1.0000
Epoch 3981/7000
0s - loss: 0.0374 - r_coeff: 0.4113 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2890 - val_success_ratio: 1.0000
Epoch 3982/7000
0s - loss: 0.0374 - r_coeff: 0.4113 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2898 - val_success_ratio: 1.0000
Epoch 3983/7000
0s - loss: 0.0374 - r_coeff: 0.4113 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2891 - val_success_ratio: 1.0000
Epoch 3984/7000
0s - loss: 0.0374 - r_coeff: 0.4114 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2899 - val_success_ratio: 1.0000
Epoch 3985/7000
0s - loss: 0.0374 - r_coeff: 0.4114 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2891 - val_success_ratio: 1.0000
Epoch 3986/7000
0s - loss: 0.0374 - r_coeff: 0.4114 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2899 - val_success_ratio: 1.0000
Epoch 3987/7000
0s - loss: 0.0374 - r_coeff: 0.4114 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2892 - val_success_ratio: 1.0000
Epoch 3988/7000
0s - loss: 0.0374 - r_coeff: 0.4114 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2900 - val_success_ratio: 1.0000
Epoch 3989/7000
0s - loss: 0.0374 - r_coeff: 0.4115 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2893 - val_success_ratio: 1.0000
Epoch 3990/7000
0s - loss: 0.0374 - r_coeff: 0.4115 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2901 - val_success_ratio: 1.0000
Epoch 3991/7000
0s - loss: 0.0374 - r_coeff: 0.4115 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2894 - val_success_ratio: 1.0000
Epoch 3992/7000
0s - loss: 0.0374 - r_coeff: 0.4115 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2901 - val_success_ratio: 1.0000
Epoch 3993/7000
0s - loss: 0.0374 - r_coeff: 0.4116 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2894 - val_success_ratio: 1.0000
Epoch 3994/7000
0s - loss: 0.0374 - r_coeff: 0.4116 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2902 - val_success_ratio: 1.0000
Epoch 3995/7000
0s - loss: 0.0373 - r_coeff: 0.4116 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2895 - val_success_ratio: 1.0000
Epoch 3996/7000
0s - loss: 0.0373 - r_coeff: 0.4116 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2903 - val_success_ratio: 1.0000
Epoch 3997/7000
0s - loss: 0.0373 - r_coeff: 0.4116 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2896 - val_success_ratio: 1.0000
Epoch 3998/7000
0s - loss: 0.0373 - r_coeff: 0.4117 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2903 - val_success_ratio: 1.0000
Epoch 3999/7000
0s - loss: 0.0373 - r_coeff: 0.4117 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2896 - val_success_ratio: 1.0000
Epoch 4000/7000
0s - loss: 0.0373 - r_coeff: 0.4117 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2904 - val_success_ratio: 1.0000
Epoch 4001/7000
0s - loss: 0.0373 - r_coeff: 0.4117 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2897 - val_success_ratio: 1.0000
Epoch 4002/7000
0s - loss: 0.0373 - r_coeff: 0.4117 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2905 - val_success_ratio: 1.0000
Epoch 4003/7000
0s - loss: 0.0373 - r_coeff: 0.4118 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2898 - val_success_ratio: 1.0000
Epoch 4004/7000
0s - loss: 0.0373 - r_coeff: 0.4118 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2905 - val_success_ratio: 1.0000
Epoch 4005/7000
0s - loss: 0.0373 - r_coeff: 0.4118 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2898 - val_success_ratio: 1.0000
Epoch 4006/7000
0s - loss: 0.0373 - r_coeff: 0.4118 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2906 - val_success_ratio: 1.0000
Epoch 4007/7000
0s - loss: 0.0373 - r_coeff: 0.4119 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2899 - val_success_ratio: 1.0000
Epoch 4008/7000
0s - loss: 0.0373 - r_coeff: 0.4119 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2907 - val_success_ratio: 1.0000
Epoch 4009/7000
0s - loss: 0.0373 - r_coeff: 0.4119 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2899 - val_success_ratio: 1.0000
Epoch 4010/7000
0s - loss: 0.0373 - r_coeff: 0.4119 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2907 - val_success_ratio: 1.0000
Epoch 4011/7000
0s - loss: 0.0373 - r_coeff: 0.4119 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2900 - val_success_ratio: 1.0000
Epoch 4012/7000
0s - loss: 0.0373 - r_coeff: 0.4120 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2908 - val_success_ratio: 1.0000
Epoch 4013/7000
0s - loss: 0.0373 - r_coeff: 0.4120 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2901 - val_success_ratio: 1.0000
Epoch 4014/7000
0s - loss: 0.0373 - r_coeff: 0.4120 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2909 - val_success_ratio: 1.0000
Epoch 4015/7000
0s - loss: 0.0373 - r_coeff: 0.4120 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2901 - val_success_ratio: 1.0000
Epoch 4016/7000
0s - loss: 0.0373 - r_coeff: 0.4121 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2909 - val_success_ratio: 1.0000
Epoch 4017/7000
0s - loss: 0.0373 - r_coeff: 0.4121 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2902 - val_success_ratio: 1.0000
Epoch 4018/7000
0s - loss: 0.0373 - r_coeff: 0.4121 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2910 - val_success_ratio: 1.0000
Epoch 4019/7000
0s - loss: 0.0373 - r_coeff: 0.4121 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2903 - val_success_ratio: 1.0000
Epoch 4020/7000
0s - loss: 0.0373 - r_coeff: 0.4121 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2911 - val_success_ratio: 1.0000
Epoch 4021/7000
0s - loss: 0.0373 - r_coeff: 0.4122 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2903 - val_success_ratio: 1.0000
Epoch 4022/7000
0s - loss: 0.0373 - r_coeff: 0.4122 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2911 - val_success_ratio: 1.0000
Epoch 4023/7000
0s - loss: 0.0373 - r_coeff: 0.4122 - success_ratio: 1.0000 - val_loss: 0.0344 - val_r_coeff: 0.2904 - val_success_ratio: 1.0000
Epoch 4024/7000
0s - loss: 0.0373 - r_coeff: 0.4122 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2912 - val_success_ratio: 1.0000
Epoch 4025/7000
0s - loss: 0.0373 - r_coeff: 0.4122 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2905 - val_success_ratio: 1.0000
Epoch 4026/7000
0s - loss: 0.0373 - r_coeff: 0.4123 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2913 - val_success_ratio: 1.0000
Epoch 4027/7000
0s - loss: 0.0373 - r_coeff: 0.4123 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2905 - val_success_ratio: 1.0000
Epoch 4028/7000
0s - loss: 0.0373 - r_coeff: 0.4123 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2913 - val_success_ratio: 1.0000
Epoch 4029/7000
0s - loss: 0.0373 - r_coeff: 0.4123 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2906 - val_success_ratio: 1.0000
Epoch 4030/7000
0s - loss: 0.0373 - r_coeff: 0.4124 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2914 - val_success_ratio: 1.0000
Epoch 4031/7000
0s - loss: 0.0373 - r_coeff: 0.4124 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2907 - val_success_ratio: 1.0000
Epoch 4032/7000
0s - loss: 0.0373 - r_coeff: 0.4124 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2914 - val_success_ratio: 1.0000
Epoch 4033/7000
0s - loss: 0.0373 - r_coeff: 0.4124 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2907 - val_success_ratio: 1.0000
Epoch 4034/7000
0s - loss: 0.0373 - r_coeff: 0.4124 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2915 - val_success_ratio: 1.0000
Epoch 4035/7000
0s - loss: 0.0373 - r_coeff: 0.4125 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2908 - val_success_ratio: 1.0000
Epoch 4036/7000
0s - loss: 0.0373 - r_coeff: 0.4125 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2916 - val_success_ratio: 1.0000
Epoch 4037/7000
0s - loss: 0.0373 - r_coeff: 0.4125 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2909 - val_success_ratio: 1.0000
Epoch 4038/7000
0s - loss: 0.0373 - r_coeff: 0.4125 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2916 - val_success_ratio: 1.0000
Epoch 4039/7000
0s - loss: 0.0373 - r_coeff: 0.4125 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2909 - val_success_ratio: 1.0000
Epoch 4040/7000
0s - loss: 0.0373 - r_coeff: 0.4126 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2917 - val_success_ratio: 1.0000
Epoch 4041/7000
0s - loss: 0.0373 - r_coeff: 0.4126 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2910 - val_success_ratio: 1.0000
Epoch 4042/7000
0s - loss: 0.0373 - r_coeff: 0.4126 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2918 - val_success_ratio: 1.0000
Epoch 4043/7000
0s - loss: 0.0373 - r_coeff: 0.4126 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2910 - val_success_ratio: 1.0000
Epoch 4044/7000
0s - loss: 0.0373 - r_coeff: 0.4127 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2918 - val_success_ratio: 1.0000
Epoch 4045/7000
0s - loss: 0.0373 - r_coeff: 0.4127 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2911 - val_success_ratio: 1.0000
Epoch 4046/7000
0s - loss: 0.0373 - r_coeff: 0.4127 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2919 - val_success_ratio: 1.0000
Epoch 4047/7000
0s - loss: 0.0373 - r_coeff: 0.4127 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2912 - val_success_ratio: 1.0000
Epoch 4048/7000
0s - loss: 0.0373 - r_coeff: 0.4127 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2920 - val_success_ratio: 1.0000
Epoch 4049/7000
0s - loss: 0.0373 - r_coeff: 0.4128 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2912 - val_success_ratio: 1.0000
Epoch 4050/7000
0s - loss: 0.0373 - r_coeff: 0.4128 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2920 - val_success_ratio: 1.0000
Epoch 4051/7000
0s - loss: 0.0373 - r_coeff: 0.4128 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2913 - val_success_ratio: 1.0000
Epoch 4052/7000
0s - loss: 0.0373 - r_coeff: 0.4128 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2921 - val_success_ratio: 1.0000
Epoch 4053/7000
0s - loss: 0.0373 - r_coeff: 0.4128 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2914 - val_success_ratio: 1.0000
Epoch 4054/7000
0s - loss: 0.0373 - r_coeff: 0.4129 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2921 - val_success_ratio: 1.0000
Epoch 4055/7000
0s - loss: 0.0373 - r_coeff: 0.4129 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2914 - val_success_ratio: 1.0000
Epoch 4056/7000
0s - loss: 0.0373 - r_coeff: 0.4129 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2922 - val_success_ratio: 1.0000
Epoch 4057/7000
0s - loss: 0.0373 - r_coeff: 0.4129 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2915 - val_success_ratio: 1.0000
Epoch 4058/7000
0s - loss: 0.0373 - r_coeff: 0.4129 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2923 - val_success_ratio: 1.0000
Epoch 4059/7000
0s - loss: 0.0373 - r_coeff: 0.4130 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2915 - val_success_ratio: 1.0000
Epoch 4060/7000
0s - loss: 0.0373 - r_coeff: 0.4130 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2923 - val_success_ratio: 1.0000
Epoch 4061/7000
0s - loss: 0.0373 - r_coeff: 0.4130 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2916 - val_success_ratio: 1.0000
Epoch 4062/7000
0s - loss: 0.0373 - r_coeff: 0.4130 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2924 - val_success_ratio: 1.0000
Epoch 4063/7000
0s - loss: 0.0373 - r_coeff: 0.4131 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2917 - val_success_ratio: 1.0000
Epoch 4064/7000
0s - loss: 0.0373 - r_coeff: 0.4131 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2925 - val_success_ratio: 1.0000
Epoch 4065/7000
0s - loss: 0.0373 - r_coeff: 0.4131 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2917 - val_success_ratio: 1.0000
Epoch 4066/7000
0s - loss: 0.0373 - r_coeff: 0.4131 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2925 - val_success_ratio: 1.0000
Epoch 4067/7000
0s - loss: 0.0373 - r_coeff: 0.4131 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2918 - val_success_ratio: 1.0000
Epoch 4068/7000
0s - loss: 0.0372 - r_coeff: 0.4132 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2926 - val_success_ratio: 1.0000
Epoch 4069/7000
0s - loss: 0.0372 - r_coeff: 0.4132 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2919 - val_success_ratio: 1.0000
Epoch 4070/7000
0s - loss: 0.0372 - r_coeff: 0.4132 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2926 - val_success_ratio: 1.0000
Epoch 4071/7000
0s - loss: 0.0372 - r_coeff: 0.4132 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2919 - val_success_ratio: 1.0000
Epoch 4072/7000
0s - loss: 0.0372 - r_coeff: 0.4132 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2927 - val_success_ratio: 1.0000
Epoch 4073/7000
0s - loss: 0.0372 - r_coeff: 0.4133 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2920 - val_success_ratio: 1.0000
Epoch 4074/7000
0s - loss: 0.0372 - r_coeff: 0.4133 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2928 - val_success_ratio: 1.0000
Epoch 4075/7000
0s - loss: 0.0372 - r_coeff: 0.4133 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2920 - val_success_ratio: 1.0000
Epoch 4076/7000
0s - loss: 0.0372 - r_coeff: 0.4133 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2928 - val_success_ratio: 1.0000
Epoch 4077/7000
0s - loss: 0.0372 - r_coeff: 0.4133 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2921 - val_success_ratio: 1.0000
Epoch 4078/7000
0s - loss: 0.0372 - r_coeff: 0.4134 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2929 - val_success_ratio: 1.0000
Epoch 4079/7000
0s - loss: 0.0372 - r_coeff: 0.4134 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2922 - val_success_ratio: 1.0000
Epoch 4080/7000
0s - loss: 0.0372 - r_coeff: 0.4134 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2930 - val_success_ratio: 1.0000
Epoch 4081/7000
0s - loss: 0.0372 - r_coeff: 0.4134 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2922 - val_success_ratio: 1.0000
Epoch 4082/7000
0s - loss: 0.0372 - r_coeff: 0.4135 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2930 - val_success_ratio: 1.0000
Epoch 4083/7000
0s - loss: 0.0372 - r_coeff: 0.4135 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2923 - val_success_ratio: 1.0000
Epoch 4084/7000
0s - loss: 0.0372 - r_coeff: 0.4135 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2931 - val_success_ratio: 1.0000
Epoch 4085/7000
0s - loss: 0.0372 - r_coeff: 0.4135 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2923 - val_success_ratio: 1.0000
Epoch 4086/7000
0s - loss: 0.0372 - r_coeff: 0.4135 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2931 - val_success_ratio: 1.0000
Epoch 4087/7000
0s - loss: 0.0372 - r_coeff: 0.4136 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2924 - val_success_ratio: 1.0000
Epoch 4088/7000
0s - loss: 0.0372 - r_coeff: 0.4136 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2932 - val_success_ratio: 1.0000
Epoch 4089/7000
0s - loss: 0.0372 - r_coeff: 0.4136 - success_ratio: 1.0000 - val_loss: 0.0343 - val_r_coeff: 0.2925 - val_success_ratio: 1.0000
Epoch 4090/7000
0s - loss: 0.0372 - r_coeff: 0.4136 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2933 - val_success_ratio: 1.0000
Epoch 4091/7000
0s - loss: 0.0372 - r_coeff: 0.4136 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2925 - val_success_ratio: 1.0000
Epoch 4092/7000
0s - loss: 0.0372 - r_coeff: 0.4137 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2933 - val_success_ratio: 1.0000
Epoch 4093/7000
0s - loss: 0.0372 - r_coeff: 0.4137 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2926 - val_success_ratio: 1.0000
Epoch 4094/7000
0s - loss: 0.0372 - r_coeff: 0.4137 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2934 - val_success_ratio: 1.0000
Epoch 4095/7000
0s - loss: 0.0372 - r_coeff: 0.4137 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2926 - val_success_ratio: 1.0000
Epoch 4096/7000
0s - loss: 0.0372 - r_coeff: 0.4137 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2934 - val_success_ratio: 1.0000
Epoch 4097/7000
0s - loss: 0.0372 - r_coeff: 0.4138 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2927 - val_success_ratio: 1.0000
Epoch 4098/7000
0s - loss: 0.0372 - r_coeff: 0.4138 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2935 - val_success_ratio: 1.0000
Epoch 4099/7000
0s - loss: 0.0372 - r_coeff: 0.4138 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2928 - val_success_ratio: 1.0000
Epoch 4100/7000
0s - loss: 0.0372 - r_coeff: 0.4138 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2936 - val_success_ratio: 1.0000
Epoch 4101/7000
0s - loss: 0.0372 - r_coeff: 0.4138 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2928 - val_success_ratio: 1.0000
Epoch 4102/7000
0s - loss: 0.0372 - r_coeff: 0.4139 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2936 - val_success_ratio: 1.0000
Epoch 4103/7000
0s - loss: 0.0372 - r_coeff: 0.4139 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2929 - val_success_ratio: 1.0000
Epoch 4104/7000
0s - loss: 0.0372 - r_coeff: 0.4139 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2937 - val_success_ratio: 1.0000
Epoch 4105/7000
0s - loss: 0.0372 - r_coeff: 0.4139 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2929 - val_success_ratio: 1.0000
Epoch 4106/7000
0s - loss: 0.0372 - r_coeff: 0.4140 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2937 - val_success_ratio: 1.0000
Epoch 4107/7000
0s - loss: 0.0372 - r_coeff: 0.4140 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2930 - val_success_ratio: 1.0000
Epoch 4108/7000
0s - loss: 0.0372 - r_coeff: 0.4140 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2938 - val_success_ratio: 1.0000
Epoch 4109/7000
0s - loss: 0.0372 - r_coeff: 0.4140 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2930 - val_success_ratio: 1.0000
Epoch 4110/7000
0s - loss: 0.0372 - r_coeff: 0.4140 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2938 - val_success_ratio: 1.0000
Epoch 4111/7000
0s - loss: 0.0372 - r_coeff: 0.4141 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2931 - val_success_ratio: 1.0000
Epoch 4112/7000
0s - loss: 0.0372 - r_coeff: 0.4141 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2939 - val_success_ratio: 1.0000
Epoch 4113/7000
0s - loss: 0.0372 - r_coeff: 0.4141 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2932 - val_success_ratio: 1.0000
Epoch 4114/7000
0s - loss: 0.0372 - r_coeff: 0.4141 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2940 - val_success_ratio: 1.0000
Epoch 4115/7000
0s - loss: 0.0372 - r_coeff: 0.4141 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2932 - val_success_ratio: 1.0000
Epoch 4116/7000
0s - loss: 0.0372 - r_coeff: 0.4142 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2940 - val_success_ratio: 1.0000
Epoch 4117/7000
0s - loss: 0.0372 - r_coeff: 0.4142 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2933 - val_success_ratio: 1.0000
Epoch 4118/7000
0s - loss: 0.0372 - r_coeff: 0.4142 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2941 - val_success_ratio: 1.0000
Epoch 4119/7000
0s - loss: 0.0372 - r_coeff: 0.4142 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2933 - val_success_ratio: 1.0000
Epoch 4120/7000
0s - loss: 0.0372 - r_coeff: 0.4142 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2941 - val_success_ratio: 1.0000
Epoch 4121/7000
0s - loss: 0.0372 - r_coeff: 0.4143 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2934 - val_success_ratio: 1.0000
Epoch 4122/7000
0s - loss: 0.0372 - r_coeff: 0.4143 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2942 - val_success_ratio: 1.0000
Epoch 4123/7000
0s - loss: 0.0372 - r_coeff: 0.4143 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2934 - val_success_ratio: 1.0000
Epoch 4124/7000
0s - loss: 0.0372 - r_coeff: 0.4143 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2943 - val_success_ratio: 1.0000
Epoch 4125/7000
0s - loss: 0.0372 - r_coeff: 0.4143 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2935 - val_success_ratio: 1.0000
Epoch 4126/7000
0s - loss: 0.0372 - r_coeff: 0.4144 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2943 - val_success_ratio: 1.0000
Epoch 4127/7000
0s - loss: 0.0372 - r_coeff: 0.4144 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2936 - val_success_ratio: 1.0000
Epoch 4128/7000
0s - loss: 0.0372 - r_coeff: 0.4144 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2944 - val_success_ratio: 1.0000
Epoch 4129/7000
0s - loss: 0.0372 - r_coeff: 0.4144 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2936 - val_success_ratio: 1.0000
Epoch 4130/7000
0s - loss: 0.0372 - r_coeff: 0.4144 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2944 - val_success_ratio: 1.0000
Epoch 4131/7000
0s - loss: 0.0372 - r_coeff: 0.4145 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2937 - val_success_ratio: 1.0000
Epoch 4132/7000
0s - loss: 0.0372 - r_coeff: 0.4145 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2945 - val_success_ratio: 1.0000
Epoch 4133/7000
0s - loss: 0.0372 - r_coeff: 0.4145 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2937 - val_success_ratio: 1.0000
Epoch 4134/7000
0s - loss: 0.0372 - r_coeff: 0.4145 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2945 - val_success_ratio: 1.0000
Epoch 4135/7000
0s - loss: 0.0372 - r_coeff: 0.4145 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2938 - val_success_ratio: 1.0000
Epoch 4136/7000
0s - loss: 0.0372 - r_coeff: 0.4146 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2946 - val_success_ratio: 1.0000
Epoch 4137/7000
0s - loss: 0.0372 - r_coeff: 0.4146 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2938 - val_success_ratio: 1.0000
Epoch 4138/7000
0s - loss: 0.0372 - r_coeff: 0.4146 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2947 - val_success_ratio: 1.0000
Epoch 4139/7000
0s - loss: 0.0372 - r_coeff: 0.4146 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2939 - val_success_ratio: 1.0000
Epoch 4140/7000
0s - loss: 0.0372 - r_coeff: 0.4146 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2947 - val_success_ratio: 1.0000
Epoch 4141/7000
0s - loss: 0.0372 - r_coeff: 0.4147 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2940 - val_success_ratio: 1.0000
Epoch 4142/7000
0s - loss: 0.0372 - r_coeff: 0.4147 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2948 - val_success_ratio: 1.0000
Epoch 4143/7000
0s - loss: 0.0372 - r_coeff: 0.4147 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2940 - val_success_ratio: 1.0000
Epoch 4144/7000
0s - loss: 0.0372 - r_coeff: 0.4147 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2948 - val_success_ratio: 1.0000
Epoch 4145/7000
0s - loss: 0.0371 - r_coeff: 0.4147 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2941 - val_success_ratio: 1.0000
Epoch 4146/7000
0s - loss: 0.0371 - r_coeff: 0.4148 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2949 - val_success_ratio: 1.0000
Epoch 4147/7000
0s - loss: 0.0371 - r_coeff: 0.4148 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2941 - val_success_ratio: 1.0000
Epoch 4148/7000
0s - loss: 0.0371 - r_coeff: 0.4148 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2949 - val_success_ratio: 1.0000
Epoch 4149/7000
0s - loss: 0.0371 - r_coeff: 0.4148 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2942 - val_success_ratio: 1.0000
Epoch 4150/7000
0s - loss: 0.0371 - r_coeff: 0.4148 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2950 - val_success_ratio: 1.0000
Epoch 4151/7000
0s - loss: 0.0371 - r_coeff: 0.4149 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2942 - val_success_ratio: 1.0000
Epoch 4152/7000
0s - loss: 0.0371 - r_coeff: 0.4149 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2951 - val_success_ratio: 1.0000
Epoch 4153/7000
0s - loss: 0.0371 - r_coeff: 0.4149 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2943 - val_success_ratio: 1.0000
Epoch 4154/7000
0s - loss: 0.0371 - r_coeff: 0.4149 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2951 - val_success_ratio: 1.0000
Epoch 4155/7000
0s - loss: 0.0371 - r_coeff: 0.4149 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2943 - val_success_ratio: 1.0000
Epoch 4156/7000
0s - loss: 0.0371 - r_coeff: 0.4150 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2952 - val_success_ratio: 1.0000
Epoch 4157/7000
0s - loss: 0.0371 - r_coeff: 0.4150 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2944 - val_success_ratio: 1.0000
Epoch 4158/7000
0s - loss: 0.0371 - r_coeff: 0.4150 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2952 - val_success_ratio: 1.0000
Epoch 4159/7000
0s - loss: 0.0371 - r_coeff: 0.4150 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2945 - val_success_ratio: 1.0000
Epoch 4160/7000
0s - loss: 0.0371 - r_coeff: 0.4150 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2953 - val_success_ratio: 1.0000
Epoch 4161/7000
0s - loss: 0.0371 - r_coeff: 0.4151 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2945 - val_success_ratio: 1.0000
Epoch 4162/7000
0s - loss: 0.0371 - r_coeff: 0.4151 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2953 - val_success_ratio: 1.0000
Epoch 4163/7000
0s - loss: 0.0371 - r_coeff: 0.4151 - success_ratio: 1.0000 - val_loss: 0.0342 - val_r_coeff: 0.2946 - val_success_ratio: 1.0000
Epoch 4164/7000
0s - loss: 0.0371 - r_coeff: 0.4151 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2954 - val_success_ratio: 1.0000
Epoch 4165/7000
0s - loss: 0.0371 - r_coeff: 0.4151 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2946 - val_success_ratio: 1.0000
Epoch 4166/7000
0s - loss: 0.0371 - r_coeff: 0.4152 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2954 - val_success_ratio: 1.0000
Epoch 4167/7000
0s - loss: 0.0371 - r_coeff: 0.4152 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2947 - val_success_ratio: 1.0000
Epoch 4168/7000
0s - loss: 0.0371 - r_coeff: 0.4152 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2955 - val_success_ratio: 1.0000
Epoch 4169/7000
0s - loss: 0.0371 - r_coeff: 0.4152 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2947 - val_success_ratio: 1.0000
Epoch 4170/7000
0s - loss: 0.0371 - r_coeff: 0.4152 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2956 - val_success_ratio: 1.0000
Epoch 4171/7000
0s - loss: 0.0371 - r_coeff: 0.4153 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2948 - val_success_ratio: 1.0000
Epoch 4172/7000
0s - loss: 0.0371 - r_coeff: 0.4153 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2956 - val_success_ratio: 1.0000
Epoch 4173/7000
0s - loss: 0.0371 - r_coeff: 0.4153 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2948 - val_success_ratio: 1.0000
Epoch 4174/7000
0s - loss: 0.0371 - r_coeff: 0.4153 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2957 - val_success_ratio: 1.0000
Epoch 4175/7000
0s - loss: 0.0371 - r_coeff: 0.4153 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2949 - val_success_ratio: 1.0000
Epoch 4176/7000
0s - loss: 0.0371 - r_coeff: 0.4154 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2957 - val_success_ratio: 1.0000
Epoch 4177/7000
0s - loss: 0.0371 - r_coeff: 0.4154 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2949 - val_success_ratio: 1.0000
Epoch 4178/7000
0s - loss: 0.0371 - r_coeff: 0.4154 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2958 - val_success_ratio: 1.0000
Epoch 4179/7000
0s - loss: 0.0371 - r_coeff: 0.4154 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2950 - val_success_ratio: 1.0000
Epoch 4180/7000
0s - loss: 0.0371 - r_coeff: 0.4154 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2958 - val_success_ratio: 1.0000
Epoch 4181/7000
0s - loss: 0.0371 - r_coeff: 0.4155 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2951 - val_success_ratio: 1.0000
Epoch 4182/7000
0s - loss: 0.0371 - r_coeff: 0.4155 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2959 - val_success_ratio: 1.0000
Epoch 4183/7000
0s - loss: 0.0371 - r_coeff: 0.4155 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2951 - val_success_ratio: 1.0000
Epoch 4184/7000
0s - loss: 0.0371 - r_coeff: 0.4155 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2959 - val_success_ratio: 1.0000
Epoch 4185/7000
0s - loss: 0.0371 - r_coeff: 0.4155 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2952 - val_success_ratio: 1.0000
Epoch 4186/7000
0s - loss: 0.0371 - r_coeff: 0.4156 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2960 - val_success_ratio: 1.0000
Epoch 4187/7000
0s - loss: 0.0371 - r_coeff: 0.4156 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2952 - val_success_ratio: 1.0000
Epoch 4188/7000
0s - loss: 0.0371 - r_coeff: 0.4156 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2960 - val_success_ratio: 1.0000
Epoch 4189/7000
0s - loss: 0.0371 - r_coeff: 0.4156 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2953 - val_success_ratio: 1.0000
Epoch 4190/7000
0s - loss: 0.0371 - r_coeff: 0.4156 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2961 - val_success_ratio: 1.0000
Epoch 4191/7000
0s - loss: 0.0371 - r_coeff: 0.4157 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2953 - val_success_ratio: 1.0000
Epoch 4192/7000
0s - loss: 0.0371 - r_coeff: 0.4157 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2962 - val_success_ratio: 1.0000
Epoch 4193/7000
0s - loss: 0.0371 - r_coeff: 0.4157 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2954 - val_success_ratio: 1.0000
Epoch 4194/7000
0s - loss: 0.0371 - r_coeff: 0.4157 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2962 - val_success_ratio: 1.0000
Epoch 4195/7000
0s - loss: 0.0371 - r_coeff: 0.4157 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2954 - val_success_ratio: 1.0000
Epoch 4196/7000
0s - loss: 0.0371 - r_coeff: 0.4158 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2963 - val_success_ratio: 1.0000
Epoch 4197/7000
0s - loss: 0.0371 - r_coeff: 0.4158 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2955 - val_success_ratio: 1.0000
Epoch 4198/7000
0s - loss: 0.0371 - r_coeff: 0.4158 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2963 - val_success_ratio: 1.0000
Epoch 4199/7000
0s - loss: 0.0371 - r_coeff: 0.4158 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2955 - val_success_ratio: 1.0000
Epoch 4200/7000
0s - loss: 0.0371 - r_coeff: 0.4158 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2964 - val_success_ratio: 1.0000
Epoch 4201/7000
0s - loss: 0.0371 - r_coeff: 0.4159 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2956 - val_success_ratio: 1.0000
Epoch 4202/7000
0s - loss: 0.0371 - r_coeff: 0.4159 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2964 - val_success_ratio: 1.0000
Epoch 4203/7000
0s - loss: 0.0371 - r_coeff: 0.4159 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2956 - val_success_ratio: 1.0000
Epoch 4204/7000
0s - loss: 0.0371 - r_coeff: 0.4159 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2965 - val_success_ratio: 1.0000
Epoch 4205/7000
0s - loss: 0.0371 - r_coeff: 0.4159 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2957 - val_success_ratio: 1.0000
Epoch 4206/7000
0s - loss: 0.0371 - r_coeff: 0.4160 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2965 - val_success_ratio: 1.0000
Epoch 4207/7000
0s - loss: 0.0371 - r_coeff: 0.4160 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2957 - val_success_ratio: 1.0000
Epoch 4208/7000
0s - loss: 0.0371 - r_coeff: 0.4160 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2966 - val_success_ratio: 1.0000
Epoch 4209/7000
0s - loss: 0.0371 - r_coeff: 0.4160 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2958 - val_success_ratio: 1.0000
Epoch 4210/7000
0s - loss: 0.0371 - r_coeff: 0.4160 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2966 - val_success_ratio: 1.0000
Epoch 4211/7000
0s - loss: 0.0371 - r_coeff: 0.4161 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2959 - val_success_ratio: 1.0000
Epoch 4212/7000
0s - loss: 0.0371 - r_coeff: 0.4161 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2967 - val_success_ratio: 1.0000
Epoch 4213/7000
0s - loss: 0.0371 - r_coeff: 0.4161 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2959 - val_success_ratio: 1.0000
Epoch 4214/7000
0s - loss: 0.0371 - r_coeff: 0.4161 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2967 - val_success_ratio: 1.0000
Epoch 4215/7000
0s - loss: 0.0371 - r_coeff: 0.4161 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2960 - val_success_ratio: 1.0000
Epoch 4216/7000
0s - loss: 0.0371 - r_coeff: 0.4162 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2968 - val_success_ratio: 1.0000
Epoch 4217/7000
0s - loss: 0.0371 - r_coeff: 0.4162 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2960 - val_success_ratio: 1.0000
Epoch 4218/7000
0s - loss: 0.0371 - r_coeff: 0.4162 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2968 - val_success_ratio: 1.0000
Epoch 4219/7000
0s - loss: 0.0371 - r_coeff: 0.4162 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2961 - val_success_ratio: 1.0000
Epoch 4220/7000
0s - loss: 0.0371 - r_coeff: 0.4162 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2969 - val_success_ratio: 1.0000
Epoch 4221/7000
0s - loss: 0.0371 - r_coeff: 0.4163 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2961 - val_success_ratio: 1.0000
Epoch 4222/7000
0s - loss: 0.0371 - r_coeff: 0.4163 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2970 - val_success_ratio: 1.0000
Epoch 4223/7000
0s - loss: 0.0371 - r_coeff: 0.4163 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2962 - val_success_ratio: 1.0000
Epoch 4224/7000
0s - loss: 0.0370 - r_coeff: 0.4163 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2970 - val_success_ratio: 1.0000
Epoch 4225/7000
0s - loss: 0.0370 - r_coeff: 0.4163 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2962 - val_success_ratio: 1.0000
Epoch 4226/7000
0s - loss: 0.0370 - r_coeff: 0.4164 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2971 - val_success_ratio: 1.0000
Epoch 4227/7000
0s - loss: 0.0370 - r_coeff: 0.4164 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2963 - val_success_ratio: 1.0000
Epoch 4228/7000
0s - loss: 0.0370 - r_coeff: 0.4164 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2971 - val_success_ratio: 1.0000
Epoch 4229/7000
0s - loss: 0.0370 - r_coeff: 0.4164 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2963 - val_success_ratio: 1.0000
Epoch 4230/7000
0s - loss: 0.0370 - r_coeff: 0.4164 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2972 - val_success_ratio: 1.0000
Epoch 4231/7000
0s - loss: 0.0370 - r_coeff: 0.4165 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2964 - val_success_ratio: 1.0000
Epoch 4232/7000
0s - loss: 0.0370 - r_coeff: 0.4165 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2972 - val_success_ratio: 1.0000
Epoch 4233/7000
0s - loss: 0.0370 - r_coeff: 0.4165 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2964 - val_success_ratio: 1.0000
Epoch 4234/7000
0s - loss: 0.0370 - r_coeff: 0.4165 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2973 - val_success_ratio: 1.0000
Epoch 4235/7000
0s - loss: 0.0370 - r_coeff: 0.4165 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2965 - val_success_ratio: 1.0000
Epoch 4236/7000
0s - loss: 0.0370 - r_coeff: 0.4165 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2973 - val_success_ratio: 1.0000
Epoch 4237/7000
0s - loss: 0.0370 - r_coeff: 0.4166 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2965 - val_success_ratio: 1.0000
Epoch 4238/7000
0s - loss: 0.0370 - r_coeff: 0.4166 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2974 - val_success_ratio: 1.0000
Epoch 4239/7000
0s - loss: 0.0370 - r_coeff: 0.4166 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2966 - val_success_ratio: 1.0000
Epoch 4240/7000
0s - loss: 0.0370 - r_coeff: 0.4166 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2974 - val_success_ratio: 1.0000
Epoch 4241/7000
0s - loss: 0.0370 - r_coeff: 0.4166 - success_ratio: 1.0000 - val_loss: 0.0341 - val_r_coeff: 0.2966 - val_success_ratio: 1.0000
Epoch 4242/7000
0s - loss: 0.0370 - r_coeff: 0.4167 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2975 - val_success_ratio: 1.0000
Epoch 4243/7000
0s - loss: 0.0370 - r_coeff: 0.4167 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2967 - val_success_ratio: 1.0000
Epoch 4244/7000
0s - loss: 0.0370 - r_coeff: 0.4167 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2975 - val_success_ratio: 1.0000
Epoch 4245/7000
0s - loss: 0.0370 - r_coeff: 0.4167 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2967 - val_success_ratio: 1.0000
Epoch 4246/7000
0s - loss: 0.0370 - r_coeff: 0.4167 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2976 - val_success_ratio: 1.0000
Epoch 4247/7000
0s - loss: 0.0370 - r_coeff: 0.4168 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2968 - val_success_ratio: 1.0000
Epoch 4248/7000
0s - loss: 0.0370 - r_coeff: 0.4168 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2976 - val_success_ratio: 1.0000
Epoch 4249/7000
0s - loss: 0.0370 - r_coeff: 0.4168 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2968 - val_success_ratio: 1.0000
Epoch 4250/7000
0s - loss: 0.0370 - r_coeff: 0.4168 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2977 - val_success_ratio: 1.0000
Epoch 4251/7000
0s - loss: 0.0370 - r_coeff: 0.4168 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2969 - val_success_ratio: 1.0000
Epoch 4252/7000
0s - loss: 0.0370 - r_coeff: 0.4169 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2977 - val_success_ratio: 1.0000
Epoch 4253/7000
0s - loss: 0.0370 - r_coeff: 0.4169 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2969 - val_success_ratio: 1.0000
Epoch 4254/7000
0s - loss: 0.0370 - r_coeff: 0.4169 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2978 - val_success_ratio: 1.0000
Epoch 4255/7000
0s - loss: 0.0370 - r_coeff: 0.4169 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2970 - val_success_ratio: 1.0000
Epoch 4256/7000
0s - loss: 0.0370 - r_coeff: 0.4169 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2978 - val_success_ratio: 1.0000
Epoch 4257/7000
0s - loss: 0.0370 - r_coeff: 0.4170 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2970 - val_success_ratio: 1.0000
Epoch 4258/7000
0s - loss: 0.0370 - r_coeff: 0.4170 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2979 - val_success_ratio: 1.0000
Epoch 4259/7000
0s - loss: 0.0370 - r_coeff: 0.4170 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2971 - val_success_ratio: 1.0000
Epoch 4260/7000
0s - loss: 0.0370 - r_coeff: 0.4170 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2979 - val_success_ratio: 1.0000
Epoch 4261/7000
0s - loss: 0.0370 - r_coeff: 0.4170 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2971 - val_success_ratio: 1.0000
Epoch 4262/7000
0s - loss: 0.0370 - r_coeff: 0.4170 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2980 - val_success_ratio: 1.0000
Epoch 4263/7000
0s - loss: 0.0370 - r_coeff: 0.4171 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2972 - val_success_ratio: 1.0000
Epoch 4264/7000
0s - loss: 0.0370 - r_coeff: 0.4171 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2980 - val_success_ratio: 1.0000
Epoch 4265/7000
0s - loss: 0.0370 - r_coeff: 0.4171 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2972 - val_success_ratio: 1.0000
Epoch 4266/7000
0s - loss: 0.0370 - r_coeff: 0.4171 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2981 - val_success_ratio: 1.0000
Epoch 4267/7000
0s - loss: 0.0370 - r_coeff: 0.4171 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2973 - val_success_ratio: 1.0000
Epoch 4268/7000
0s - loss: 0.0370 - r_coeff: 0.4172 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2981 - val_success_ratio: 1.0000
Epoch 4269/7000
0s - loss: 0.0370 - r_coeff: 0.4172 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2973 - val_success_ratio: 1.0000
Epoch 4270/7000
0s - loss: 0.0370 - r_coeff: 0.4172 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2982 - val_success_ratio: 1.0000
Epoch 4271/7000
0s - loss: 0.0370 - r_coeff: 0.4172 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2974 - val_success_ratio: 1.0000
Epoch 4272/7000
0s - loss: 0.0370 - r_coeff: 0.4172 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2982 - val_success_ratio: 1.0000
Epoch 4273/7000
0s - loss: 0.0370 - r_coeff: 0.4173 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2974 - val_success_ratio: 1.0000
Epoch 4274/7000
0s - loss: 0.0370 - r_coeff: 0.4173 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2983 - val_success_ratio: 1.0000
Epoch 4275/7000
0s - loss: 0.0370 - r_coeff: 0.4173 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2975 - val_success_ratio: 1.0000
Epoch 4276/7000
0s - loss: 0.0370 - r_coeff: 0.4173 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2983 - val_success_ratio: 1.0000
Epoch 4277/7000
0s - loss: 0.0370 - r_coeff: 0.4173 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2975 - val_success_ratio: 1.0000
Epoch 4278/7000
0s - loss: 0.0370 - r_coeff: 0.4174 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2984 - val_success_ratio: 1.0000
Epoch 4279/7000
0s - loss: 0.0370 - r_coeff: 0.4174 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2976 - val_success_ratio: 1.0000
Epoch 4280/7000
0s - loss: 0.0370 - r_coeff: 0.4174 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2984 - val_success_ratio: 1.0000
Epoch 4281/7000
0s - loss: 0.0370 - r_coeff: 0.4174 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2976 - val_success_ratio: 1.0000
Epoch 4282/7000
0s - loss: 0.0370 - r_coeff: 0.4174 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2985 - val_success_ratio: 1.0000
Epoch 4283/7000
0s - loss: 0.0370 - r_coeff: 0.4174 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2977 - val_success_ratio: 1.0000
Epoch 4284/7000
0s - loss: 0.0370 - r_coeff: 0.4175 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2985 - val_success_ratio: 1.0000
Epoch 4285/7000
0s - loss: 0.0370 - r_coeff: 0.4175 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2977 - val_success_ratio: 1.0000
Epoch 4286/7000
0s - loss: 0.0370 - r_coeff: 0.4175 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2986 - val_success_ratio: 1.0000
Epoch 4287/7000
0s - loss: 0.0370 - r_coeff: 0.4175 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2978 - val_success_ratio: 1.0000
Epoch 4288/7000
0s - loss: 0.0370 - r_coeff: 0.4175 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2986 - val_success_ratio: 1.0000
Epoch 4289/7000
0s - loss: 0.0370 - r_coeff: 0.4176 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2978 - val_success_ratio: 1.0000
Epoch 4290/7000
0s - loss: 0.0370 - r_coeff: 0.4176 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2987 - val_success_ratio: 1.0000
Epoch 4291/7000
0s - loss: 0.0370 - r_coeff: 0.4176 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2979 - val_success_ratio: 1.0000
Epoch 4292/7000
0s - loss: 0.0370 - r_coeff: 0.4176 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2987 - val_success_ratio: 1.0000
Epoch 4293/7000
0s - loss: 0.0370 - r_coeff: 0.4176 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2979 - val_success_ratio: 1.0000
Epoch 4294/7000
0s - loss: 0.0370 - r_coeff: 0.4177 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2988 - val_success_ratio: 1.0000
Epoch 4295/7000
0s - loss: 0.0370 - r_coeff: 0.4177 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2980 - val_success_ratio: 1.0000
Epoch 4296/7000
0s - loss: 0.0370 - r_coeff: 0.4177 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2988 - val_success_ratio: 1.0000
Epoch 4297/7000
0s - loss: 0.0370 - r_coeff: 0.4177 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2980 - val_success_ratio: 1.0000
Epoch 4298/7000
0s - loss: 0.0370 - r_coeff: 0.4177 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2989 - val_success_ratio: 1.0000
Epoch 4299/7000
0s - loss: 0.0370 - r_coeff: 0.4178 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2981 - val_success_ratio: 1.0000
Epoch 4300/7000
0s - loss: 0.0370 - r_coeff: 0.4178 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2989 - val_success_ratio: 1.0000
Epoch 4301/7000
0s - loss: 0.0370 - r_coeff: 0.4178 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2981 - val_success_ratio: 1.0000
Epoch 4302/7000
0s - loss: 0.0370 - r_coeff: 0.4178 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2990 - val_success_ratio: 1.0000
Epoch 4303/7000
0s - loss: 0.0370 - r_coeff: 0.4178 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2982 - val_success_ratio: 1.0000
Epoch 4304/7000
0s - loss: 0.0370 - r_coeff: 0.4178 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2990 - val_success_ratio: 1.0000
Epoch 4305/7000
0s - loss: 0.0370 - r_coeff: 0.4179 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2982 - val_success_ratio: 1.0000
Epoch 4306/7000
0s - loss: 0.0369 - r_coeff: 0.4179 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2991 - val_success_ratio: 1.0000
Epoch 4307/7000
0s - loss: 0.0369 - r_coeff: 0.4179 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2983 - val_success_ratio: 1.0000
Epoch 4308/7000
0s - loss: 0.0369 - r_coeff: 0.4179 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2991 - val_success_ratio: 1.0000
Epoch 4309/7000
0s - loss: 0.0369 - r_coeff: 0.4179 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2983 - val_success_ratio: 1.0000
Epoch 4310/7000
0s - loss: 0.0369 - r_coeff: 0.4180 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2992 - val_success_ratio: 1.0000
Epoch 4311/7000
0s - loss: 0.0369 - r_coeff: 0.4180 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2984 - val_success_ratio: 1.0000
Epoch 4312/7000
0s - loss: 0.0369 - r_coeff: 0.4180 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2992 - val_success_ratio: 1.0000
Epoch 4313/7000
0s - loss: 0.0369 - r_coeff: 0.4180 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2984 - val_success_ratio: 1.0000
Epoch 4314/7000
0s - loss: 0.0369 - r_coeff: 0.4180 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2993 - val_success_ratio: 1.0000
Epoch 4315/7000
0s - loss: 0.0369 - r_coeff: 0.4181 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2985 - val_success_ratio: 1.0000
Epoch 4316/7000
0s - loss: 0.0369 - r_coeff: 0.4181 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2993 - val_success_ratio: 1.0000
Epoch 4317/7000
0s - loss: 0.0369 - r_coeff: 0.4181 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2985 - val_success_ratio: 1.0000
Epoch 4318/7000
0s - loss: 0.0369 - r_coeff: 0.4181 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2994 - val_success_ratio: 1.0000
Epoch 4319/7000
0s - loss: 0.0369 - r_coeff: 0.4181 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2986 - val_success_ratio: 1.0000
Epoch 4320/7000
0s - loss: 0.0369 - r_coeff: 0.4181 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2994 - val_success_ratio: 1.0000
Epoch 4321/7000
0s - loss: 0.0369 - r_coeff: 0.4182 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2986 - val_success_ratio: 1.0000
Epoch 4322/7000
0s - loss: 0.0369 - r_coeff: 0.4182 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2995 - val_success_ratio: 1.0000
Epoch 4323/7000
0s - loss: 0.0369 - r_coeff: 0.4182 - success_ratio: 1.0000 - val_loss: 0.0340 - val_r_coeff: 0.2987 - val_success_ratio: 1.0000
Epoch 4324/7000
0s - loss: 0.0369 - r_coeff: 0.4182 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2995 - val_success_ratio: 1.0000
Epoch 4325/7000
0s - loss: 0.0369 - r_coeff: 0.4182 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2987 - val_success_ratio: 1.0000
Epoch 4326/7000
0s - loss: 0.0369 - r_coeff: 0.4183 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2996 - val_success_ratio: 1.0000
Epoch 4327/7000
0s - loss: 0.0369 - r_coeff: 0.4183 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2988 - val_success_ratio: 1.0000
Epoch 4328/7000
0s - loss: 0.0369 - r_coeff: 0.4183 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2996 - val_success_ratio: 1.0000
Epoch 4329/7000
0s - loss: 0.0369 - r_coeff: 0.4183 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2988 - val_success_ratio: 1.0000
Epoch 4330/7000
0s - loss: 0.0369 - r_coeff: 0.4183 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2997 - val_success_ratio: 1.0000
Epoch 4331/7000
0s - loss: 0.0369 - r_coeff: 0.4184 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2989 - val_success_ratio: 1.0000
Epoch 4332/7000
0s - loss: 0.0369 - r_coeff: 0.4184 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2997 - val_success_ratio: 1.0000
Epoch 4333/7000
0s - loss: 0.0369 - r_coeff: 0.4184 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2989 - val_success_ratio: 1.0000
Epoch 4334/7000
0s - loss: 0.0369 - r_coeff: 0.4184 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2998 - val_success_ratio: 1.0000
Epoch 4335/7000
0s - loss: 0.0369 - r_coeff: 0.4184 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2990 - val_success_ratio: 1.0000
Epoch 4336/7000
0s - loss: 0.0369 - r_coeff: 0.4184 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2998 - val_success_ratio: 1.0000
Epoch 4337/7000
0s - loss: 0.0369 - r_coeff: 0.4185 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2990 - val_success_ratio: 1.0000
Epoch 4338/7000
0s - loss: 0.0369 - r_coeff: 0.4185 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2999 - val_success_ratio: 1.0000
Epoch 4339/7000
0s - loss: 0.0369 - r_coeff: 0.4185 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2991 - val_success_ratio: 1.0000
Epoch 4340/7000
0s - loss: 0.0369 - r_coeff: 0.4185 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2999 - val_success_ratio: 1.0000
Epoch 4341/7000
0s - loss: 0.0369 - r_coeff: 0.4185 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2991 - val_success_ratio: 1.0000
Epoch 4342/7000
0s - loss: 0.0369 - r_coeff: 0.4186 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3000 - val_success_ratio: 1.0000
Epoch 4343/7000
0s - loss: 0.0369 - r_coeff: 0.4186 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2991 - val_success_ratio: 1.0000
Epoch 4344/7000
0s - loss: 0.0369 - r_coeff: 0.4186 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3000 - val_success_ratio: 1.0000
Epoch 4345/7000
0s - loss: 0.0369 - r_coeff: 0.4186 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2992 - val_success_ratio: 1.0000
Epoch 4346/7000
0s - loss: 0.0369 - r_coeff: 0.4186 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3001 - val_success_ratio: 1.0000
Epoch 4347/7000
0s - loss: 0.0369 - r_coeff: 0.4187 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2992 - val_success_ratio: 1.0000
Epoch 4348/7000
0s - loss: 0.0369 - r_coeff: 0.4187 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3001 - val_success_ratio: 1.0000
Epoch 4349/7000
0s - loss: 0.0369 - r_coeff: 0.4187 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2993 - val_success_ratio: 1.0000
Epoch 4350/7000
0s - loss: 0.0369 - r_coeff: 0.4187 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3002 - val_success_ratio: 1.0000
Epoch 4351/7000
0s - loss: 0.0369 - r_coeff: 0.4187 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2993 - val_success_ratio: 1.0000
Epoch 4352/7000
0s - loss: 0.0369 - r_coeff: 0.4187 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3002 - val_success_ratio: 1.0000
Epoch 4353/7000
0s - loss: 0.0369 - r_coeff: 0.4188 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2994 - val_success_ratio: 1.0000
Epoch 4354/7000
0s - loss: 0.0369 - r_coeff: 0.4188 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3002 - val_success_ratio: 1.0000
Epoch 4355/7000
0s - loss: 0.0369 - r_coeff: 0.4188 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2994 - val_success_ratio: 1.0000
Epoch 4356/7000
0s - loss: 0.0369 - r_coeff: 0.4188 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3003 - val_success_ratio: 1.0000
Epoch 4357/7000
0s - loss: 0.0369 - r_coeff: 0.4188 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2995 - val_success_ratio: 1.0000
Epoch 4358/7000
0s - loss: 0.0369 - r_coeff: 0.4189 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3003 - val_success_ratio: 1.0000
Epoch 4359/7000
0s - loss: 0.0369 - r_coeff: 0.4189 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2995 - val_success_ratio: 1.0000
Epoch 4360/7000
0s - loss: 0.0369 - r_coeff: 0.4189 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3004 - val_success_ratio: 1.0000
Epoch 4361/7000
0s - loss: 0.0369 - r_coeff: 0.4189 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2996 - val_success_ratio: 1.0000
Epoch 4362/7000
0s - loss: 0.0369 - r_coeff: 0.4189 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3004 - val_success_ratio: 1.0000
Epoch 4363/7000
0s - loss: 0.0369 - r_coeff: 0.4189 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2996 - val_success_ratio: 1.0000
Epoch 4364/7000
0s - loss: 0.0369 - r_coeff: 0.4190 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3005 - val_success_ratio: 1.0000
Epoch 4365/7000
0s - loss: 0.0369 - r_coeff: 0.4190 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2997 - val_success_ratio: 1.0000
Epoch 4366/7000
0s - loss: 0.0369 - r_coeff: 0.4190 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3005 - val_success_ratio: 1.0000
Epoch 4367/7000
0s - loss: 0.0369 - r_coeff: 0.4190 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2997 - val_success_ratio: 1.0000
Epoch 4368/7000
0s - loss: 0.0369 - r_coeff: 0.4190 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3006 - val_success_ratio: 1.0000
Epoch 4369/7000
0s - loss: 0.0369 - r_coeff: 0.4191 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2998 - val_success_ratio: 1.0000
Epoch 4370/7000
0s - loss: 0.0369 - r_coeff: 0.4191 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3006 - val_success_ratio: 1.0000
Epoch 4371/7000
0s - loss: 0.0369 - r_coeff: 0.4191 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2998 - val_success_ratio: 1.0000
Epoch 4372/7000
0s - loss: 0.0369 - r_coeff: 0.4191 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3007 - val_success_ratio: 1.0000
Epoch 4373/7000
0s - loss: 0.0369 - r_coeff: 0.4191 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2999 - val_success_ratio: 1.0000
Epoch 4374/7000
0s - loss: 0.0369 - r_coeff: 0.4192 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3007 - val_success_ratio: 1.0000
Epoch 4375/7000
0s - loss: 0.0369 - r_coeff: 0.4192 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2999 - val_success_ratio: 1.0000
Epoch 4376/7000
0s - loss: 0.0369 - r_coeff: 0.4192 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3008 - val_success_ratio: 1.0000
Epoch 4377/7000
0s - loss: 0.0369 - r_coeff: 0.4192 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.2999 - val_success_ratio: 1.0000
Epoch 4378/7000
0s - loss: 0.0369 - r_coeff: 0.4192 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3008 - val_success_ratio: 1.0000
Epoch 4379/7000
0s - loss: 0.0369 - r_coeff: 0.4192 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3000 - val_success_ratio: 1.0000
Epoch 4380/7000
0s - loss: 0.0369 - r_coeff: 0.4193 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3009 - val_success_ratio: 1.0000
Epoch 4381/7000
0s - loss: 0.0369 - r_coeff: 0.4193 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3000 - val_success_ratio: 1.0000
Epoch 4382/7000
0s - loss: 0.0369 - r_coeff: 0.4193 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3009 - val_success_ratio: 1.0000
Epoch 4383/7000
0s - loss: 0.0369 - r_coeff: 0.4193 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3001 - val_success_ratio: 1.0000
Epoch 4384/7000
0s - loss: 0.0369 - r_coeff: 0.4193 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3009 - val_success_ratio: 1.0000
Epoch 4385/7000
0s - loss: 0.0369 - r_coeff: 0.4194 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3001 - val_success_ratio: 1.0000
Epoch 4386/7000
0s - loss: 0.0369 - r_coeff: 0.4194 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3010 - val_success_ratio: 1.0000
Epoch 4387/7000
0s - loss: 0.0369 - r_coeff: 0.4194 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3002 - val_success_ratio: 1.0000
Epoch 4388/7000
0s - loss: 0.0369 - r_coeff: 0.4194 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3010 - val_success_ratio: 1.0000
Epoch 4389/7000
0s - loss: 0.0369 - r_coeff: 0.4194 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3002 - val_success_ratio: 1.0000
Epoch 4390/7000
0s - loss: 0.0369 - r_coeff: 0.4194 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3011 - val_success_ratio: 1.0000
Epoch 4391/7000
0s - loss: 0.0368 - r_coeff: 0.4195 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3003 - val_success_ratio: 1.0000
Epoch 4392/7000
0s - loss: 0.0368 - r_coeff: 0.4195 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3011 - val_success_ratio: 1.0000
Epoch 4393/7000
0s - loss: 0.0368 - r_coeff: 0.4195 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3003 - val_success_ratio: 1.0000
Epoch 4394/7000
0s - loss: 0.0368 - r_coeff: 0.4195 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3012 - val_success_ratio: 1.0000
Epoch 4395/7000
0s - loss: 0.0368 - r_coeff: 0.4195 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3004 - val_success_ratio: 1.0000
Epoch 4396/7000
0s - loss: 0.0368 - r_coeff: 0.4196 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3012 - val_success_ratio: 1.0000
Epoch 4397/7000
0s - loss: 0.0368 - r_coeff: 0.4196 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3004 - val_success_ratio: 1.0000
Epoch 4398/7000
0s - loss: 0.0368 - r_coeff: 0.4196 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3013 - val_success_ratio: 1.0000
Epoch 4399/7000
0s - loss: 0.0368 - r_coeff: 0.4196 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3004 - val_success_ratio: 1.0000
Epoch 4400/7000
0s - loss: 0.0368 - r_coeff: 0.4196 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3013 - val_success_ratio: 1.0000
Epoch 4401/7000
0s - loss: 0.0368 - r_coeff: 0.4196 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3005 - val_success_ratio: 1.0000
Epoch 4402/7000
0s - loss: 0.0368 - r_coeff: 0.4197 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3014 - val_success_ratio: 1.0000
Epoch 4403/7000
0s - loss: 0.0368 - r_coeff: 0.4197 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3005 - val_success_ratio: 1.0000
Epoch 4404/7000
0s - loss: 0.0368 - r_coeff: 0.4197 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3014 - val_success_ratio: 1.0000
Epoch 4405/7000
0s - loss: 0.0368 - r_coeff: 0.4197 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3006 - val_success_ratio: 1.0000
Epoch 4406/7000
0s - loss: 0.0368 - r_coeff: 0.4197 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3014 - val_success_ratio: 1.0000
Epoch 4407/7000
0s - loss: 0.0368 - r_coeff: 0.4198 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3006 - val_success_ratio: 1.0000
Epoch 4408/7000
0s - loss: 0.0368 - r_coeff: 0.4198 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3015 - val_success_ratio: 1.0000
Epoch 4409/7000
0s - loss: 0.0368 - r_coeff: 0.4198 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3007 - val_success_ratio: 1.0000
Epoch 4410/7000
0s - loss: 0.0368 - r_coeff: 0.4198 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3015 - val_success_ratio: 1.0000
Epoch 4411/7000
0s - loss: 0.0368 - r_coeff: 0.4198 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3007 - val_success_ratio: 1.0000
Epoch 4412/7000
0s - loss: 0.0368 - r_coeff: 0.4198 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3016 - val_success_ratio: 1.0000
Epoch 4413/7000
0s - loss: 0.0368 - r_coeff: 0.4199 - success_ratio: 1.0000 - val_loss: 0.0339 - val_r_coeff: 0.3008 - val_success_ratio: 1.0000
Epoch 4414/7000
0s - loss: 0.0368 - r_coeff: 0.4199 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3016 - val_success_ratio: 1.0000
Epoch 4415/7000
0s - loss: 0.0368 - r_coeff: 0.4199 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3008 - val_success_ratio: 1.0000
Epoch 4416/7000
0s - loss: 0.0368 - r_coeff: 0.4199 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3017 - val_success_ratio: 1.0000
Epoch 4417/7000
0s - loss: 0.0368 - r_coeff: 0.4199 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3009 - val_success_ratio: 1.0000
Epoch 4418/7000
0s - loss: 0.0368 - r_coeff: 0.4200 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3017 - val_success_ratio: 1.0000
Epoch 4419/7000
0s - loss: 0.0368 - r_coeff: 0.4200 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3009 - val_success_ratio: 1.0000
Epoch 4420/7000
0s - loss: 0.0368 - r_coeff: 0.4200 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3018 - val_success_ratio: 1.0000
Epoch 4421/7000
0s - loss: 0.0368 - r_coeff: 0.4200 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3009 - val_success_ratio: 1.0000
Epoch 4422/7000
0s - loss: 0.0368 - r_coeff: 0.4200 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3018 - val_success_ratio: 1.0000
Epoch 4423/7000
0s - loss: 0.0368 - r_coeff: 0.4200 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3010 - val_success_ratio: 1.0000
Epoch 4424/7000
0s - loss: 0.0368 - r_coeff: 0.4201 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3018 - val_success_ratio: 1.0000
Epoch 4425/7000
0s - loss: 0.0368 - r_coeff: 0.4201 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3010 - val_success_ratio: 1.0000
Epoch 4426/7000
0s - loss: 0.0368 - r_coeff: 0.4201 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3019 - val_success_ratio: 1.0000
Epoch 4427/7000
0s - loss: 0.0368 - r_coeff: 0.4201 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3011 - val_success_ratio: 1.0000
Epoch 4428/7000
0s - loss: 0.0368 - r_coeff: 0.4201 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3019 - val_success_ratio: 1.0000
Epoch 4429/7000
0s - loss: 0.0368 - r_coeff: 0.4202 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3011 - val_success_ratio: 1.0000
Epoch 4430/7000
0s - loss: 0.0368 - r_coeff: 0.4202 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3020 - val_success_ratio: 1.0000
Epoch 4431/7000
0s - loss: 0.0368 - r_coeff: 0.4202 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3012 - val_success_ratio: 1.0000
Epoch 4432/7000
0s - loss: 0.0368 - r_coeff: 0.4202 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3020 - val_success_ratio: 1.0000
Epoch 4433/7000
0s - loss: 0.0368 - r_coeff: 0.4202 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3012 - val_success_ratio: 1.0000
Epoch 4434/7000
0s - loss: 0.0368 - r_coeff: 0.4202 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3021 - val_success_ratio: 1.0000
Epoch 4435/7000
0s - loss: 0.0368 - r_coeff: 0.4203 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3013 - val_success_ratio: 1.0000
Epoch 4436/7000
0s - loss: 0.0368 - r_coeff: 0.4203 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3021 - val_success_ratio: 1.0000
Epoch 4437/7000
0s - loss: 0.0368 - r_coeff: 0.4203 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3013 - val_success_ratio: 1.0000
Epoch 4438/7000
0s - loss: 0.0368 - r_coeff: 0.4203 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3022 - val_success_ratio: 1.0000
Epoch 4439/7000
0s - loss: 0.0368 - r_coeff: 0.4203 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3013 - val_success_ratio: 1.0000
Epoch 4440/7000
0s - loss: 0.0368 - r_coeff: 0.4204 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3022 - val_success_ratio: 1.0000
Epoch 4441/7000
0s - loss: 0.0368 - r_coeff: 0.4204 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3014 - val_success_ratio: 1.0000
Epoch 4442/7000
0s - loss: 0.0368 - r_coeff: 0.4204 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3022 - val_success_ratio: 1.0000
Epoch 4443/7000
0s - loss: 0.0368 - r_coeff: 0.4204 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3014 - val_success_ratio: 1.0000
Epoch 4444/7000
0s - loss: 0.0368 - r_coeff: 0.4204 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3023 - val_success_ratio: 1.0000
Epoch 4445/7000
0s - loss: 0.0368 - r_coeff: 0.4204 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3015 - val_success_ratio: 1.0000
Epoch 4446/7000
0s - loss: 0.0368 - r_coeff: 0.4205 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3023 - val_success_ratio: 1.0000
Epoch 4447/7000
0s - loss: 0.0368 - r_coeff: 0.4205 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3015 - val_success_ratio: 1.0000
Epoch 4448/7000
0s - loss: 0.0368 - r_coeff: 0.4205 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3024 - val_success_ratio: 1.0000
Epoch 4449/7000
0s - loss: 0.0368 - r_coeff: 0.4205 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3016 - val_success_ratio: 1.0000
Epoch 4450/7000
0s - loss: 0.0368 - r_coeff: 0.4205 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3024 - val_success_ratio: 1.0000
Epoch 4451/7000
0s - loss: 0.0368 - r_coeff: 0.4206 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3016 - val_success_ratio: 1.0000
Epoch 4452/7000
0s - loss: 0.0368 - r_coeff: 0.4206 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3025 - val_success_ratio: 1.0000
Epoch 4453/7000
0s - loss: 0.0368 - r_coeff: 0.4206 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3016 - val_success_ratio: 1.0000
Epoch 4454/7000
0s - loss: 0.0368 - r_coeff: 0.4206 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3025 - val_success_ratio: 1.0000
Epoch 4455/7000
0s - loss: 0.0368 - r_coeff: 0.4206 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3017 - val_success_ratio: 1.0000
Epoch 4456/7000
0s - loss: 0.0368 - r_coeff: 0.4206 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3025 - val_success_ratio: 1.0000
Epoch 4457/7000
0s - loss: 0.0368 - r_coeff: 0.4207 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3017 - val_success_ratio: 1.0000
Epoch 4458/7000
0s - loss: 0.0368 - r_coeff: 0.4207 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3026 - val_success_ratio: 1.0000
Epoch 4459/7000
0s - loss: 0.0368 - r_coeff: 0.4207 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3018 - val_success_ratio: 1.0000
Epoch 4460/7000
0s - loss: 0.0368 - r_coeff: 0.4207 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3026 - val_success_ratio: 1.0000
Epoch 4461/7000
0s - loss: 0.0368 - r_coeff: 0.4207 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3018 - val_success_ratio: 1.0000
Epoch 4462/7000
0s - loss: 0.0368 - r_coeff: 0.4208 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3027 - val_success_ratio: 1.0000
Epoch 4463/7000
0s - loss: 0.0368 - r_coeff: 0.4208 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3019 - val_success_ratio: 1.0000
Epoch 4464/7000
0s - loss: 0.0368 - r_coeff: 0.4208 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3027 - val_success_ratio: 1.0000
Epoch 4465/7000
0s - loss: 0.0368 - r_coeff: 0.4208 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3019 - val_success_ratio: 1.0000
Epoch 4466/7000
0s - loss: 0.0368 - r_coeff: 0.4208 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3028 - val_success_ratio: 1.0000
Epoch 4467/7000
0s - loss: 0.0368 - r_coeff: 0.4208 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3019 - val_success_ratio: 1.0000
Epoch 4468/7000
0s - loss: 0.0368 - r_coeff: 0.4209 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3028 - val_success_ratio: 1.0000
Epoch 4469/7000
0s - loss: 0.0368 - r_coeff: 0.4209 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3020 - val_success_ratio: 1.0000
Epoch 4470/7000
0s - loss: 0.0368 - r_coeff: 0.4209 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3028 - val_success_ratio: 1.0000
Epoch 4471/7000
0s - loss: 0.0368 - r_coeff: 0.4209 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3020 - val_success_ratio: 1.0000
Epoch 4472/7000
0s - loss: 0.0368 - r_coeff: 0.4209 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3029 - val_success_ratio: 1.0000
Epoch 4473/7000
0s - loss: 0.0368 - r_coeff: 0.4210 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3021 - val_success_ratio: 1.0000
Epoch 4474/7000
0s - loss: 0.0368 - r_coeff: 0.4210 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3029 - val_success_ratio: 1.0000
Epoch 4475/7000
0s - loss: 0.0368 - r_coeff: 0.4210 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3021 - val_success_ratio: 1.0000
Epoch 4476/7000
0s - loss: 0.0368 - r_coeff: 0.4210 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3030 - val_success_ratio: 1.0000
Epoch 4477/7000
0s - loss: 0.0368 - r_coeff: 0.4210 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3022 - val_success_ratio: 1.0000
Epoch 4478/7000
0s - loss: 0.0367 - r_coeff: 0.4210 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3030 - val_success_ratio: 1.0000
Epoch 4479/7000
0s - loss: 0.0367 - r_coeff: 0.4211 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3022 - val_success_ratio: 1.0000
Epoch 4480/7000
0s - loss: 0.0367 - r_coeff: 0.4211 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3031 - val_success_ratio: 1.0000
Epoch 4481/7000
0s - loss: 0.0367 - r_coeff: 0.4211 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3022 - val_success_ratio: 1.0000
Epoch 4482/7000
0s - loss: 0.0367 - r_coeff: 0.4211 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3031 - val_success_ratio: 1.0000
Epoch 4483/7000
0s - loss: 0.0367 - r_coeff: 0.4211 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3023 - val_success_ratio: 1.0000
Epoch 4484/7000
0s - loss: 0.0367 - r_coeff: 0.4211 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3031 - val_success_ratio: 1.0000
Epoch 4485/7000
0s - loss: 0.0367 - r_coeff: 0.4212 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3023 - val_success_ratio: 1.0000
Epoch 4486/7000
0s - loss: 0.0367 - r_coeff: 0.4212 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3032 - val_success_ratio: 1.0000
Epoch 4487/7000
0s - loss: 0.0367 - r_coeff: 0.4212 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3024 - val_success_ratio: 1.0000
Epoch 4488/7000
0s - loss: 0.0367 - r_coeff: 0.4212 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3032 - val_success_ratio: 1.0000
Epoch 4489/7000
0s - loss: 0.0367 - r_coeff: 0.4212 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3024 - val_success_ratio: 1.0000
Epoch 4490/7000
0s - loss: 0.0367 - r_coeff: 0.4213 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3033 - val_success_ratio: 1.0000
Epoch 4491/7000
0s - loss: 0.0367 - r_coeff: 0.4213 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3024 - val_success_ratio: 1.0000
Epoch 4492/7000
0s - loss: 0.0367 - r_coeff: 0.4213 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3033 - val_success_ratio: 1.0000
Epoch 4493/7000
0s - loss: 0.0367 - r_coeff: 0.4213 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3025 - val_success_ratio: 1.0000
Epoch 4494/7000
0s - loss: 0.0367 - r_coeff: 0.4213 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3033 - val_success_ratio: 1.0000
Epoch 4495/7000
0s - loss: 0.0367 - r_coeff: 0.4213 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3025 - val_success_ratio: 1.0000
Epoch 4496/7000
0s - loss: 0.0367 - r_coeff: 0.4214 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3034 - val_success_ratio: 1.0000
Epoch 4497/7000
0s - loss: 0.0367 - r_coeff: 0.4214 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3026 - val_success_ratio: 1.0000
Epoch 4498/7000
0s - loss: 0.0367 - r_coeff: 0.4214 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3034 - val_success_ratio: 1.0000
Epoch 4499/7000
0s - loss: 0.0367 - r_coeff: 0.4214 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3026 - val_success_ratio: 1.0000
Epoch 4500/7000
0s - loss: 0.0367 - r_coeff: 0.4214 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3035 - val_success_ratio: 1.0000
Epoch 4501/7000
0s - loss: 0.0367 - r_coeff: 0.4214 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3027 - val_success_ratio: 1.0000
Epoch 4502/7000
0s - loss: 0.0367 - r_coeff: 0.4215 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3035 - val_success_ratio: 1.0000
Epoch 4503/7000
0s - loss: 0.0367 - r_coeff: 0.4215 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3027 - val_success_ratio: 1.0000
Epoch 4504/7000
0s - loss: 0.0367 - r_coeff: 0.4215 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3036 - val_success_ratio: 1.0000
Epoch 4505/7000
0s - loss: 0.0367 - r_coeff: 0.4215 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3027 - val_success_ratio: 1.0000
Epoch 4506/7000
0s - loss: 0.0367 - r_coeff: 0.4215 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3036 - val_success_ratio: 1.0000
Epoch 4507/7000
0s - loss: 0.0367 - r_coeff: 0.4216 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3028 - val_success_ratio: 1.0000
Epoch 4508/7000
0s - loss: 0.0367 - r_coeff: 0.4216 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3036 - val_success_ratio: 1.0000
Epoch 4509/7000
0s - loss: 0.0367 - r_coeff: 0.4216 - success_ratio: 1.0000 - val_loss: 0.0338 - val_r_coeff: 0.3028 - val_success_ratio: 1.0000
Epoch 4510/7000
0s - loss: 0.0367 - r_coeff: 0.4216 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3037 - val_success_ratio: 1.0000
Epoch 4511/7000
0s - loss: 0.0367 - r_coeff: 0.4216 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3029 - val_success_ratio: 1.0000
Epoch 4512/7000
0s - loss: 0.0367 - r_coeff: 0.4216 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3037 - val_success_ratio: 1.0000
Epoch 4513/7000
0s - loss: 0.0367 - r_coeff: 0.4217 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3029 - val_success_ratio: 1.0000
Epoch 4514/7000
0s - loss: 0.0367 - r_coeff: 0.4217 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3038 - val_success_ratio: 1.0000
Epoch 4515/7000
0s - loss: 0.0367 - r_coeff: 0.4217 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3029 - val_success_ratio: 1.0000
Epoch 4516/7000
0s - loss: 0.0367 - r_coeff: 0.4217 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3038 - val_success_ratio: 1.0000
Epoch 4517/7000
0s - loss: 0.0367 - r_coeff: 0.4217 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3030 - val_success_ratio: 1.0000
Epoch 4518/7000
0s - loss: 0.0367 - r_coeff: 0.4218 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3038 - val_success_ratio: 1.0000
Epoch 4519/7000
0s - loss: 0.0367 - r_coeff: 0.4218 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3030 - val_success_ratio: 1.0000
Epoch 4520/7000
0s - loss: 0.0367 - r_coeff: 0.4218 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3039 - val_success_ratio: 1.0000
Epoch 4521/7000
0s - loss: 0.0367 - r_coeff: 0.4218 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3031 - val_success_ratio: 1.0000
Epoch 4522/7000
0s - loss: 0.0367 - r_coeff: 0.4218 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3039 - val_success_ratio: 1.0000
Epoch 4523/7000
0s - loss: 0.0367 - r_coeff: 0.4218 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3031 - val_success_ratio: 1.0000
Epoch 4524/7000
0s - loss: 0.0367 - r_coeff: 0.4219 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3040 - val_success_ratio: 1.0000
Epoch 4525/7000
0s - loss: 0.0367 - r_coeff: 0.4219 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3031 - val_success_ratio: 1.0000
Epoch 4526/7000
0s - loss: 0.0367 - r_coeff: 0.4219 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3040 - val_success_ratio: 1.0000
Epoch 4527/7000
0s - loss: 0.0367 - r_coeff: 0.4219 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3032 - val_success_ratio: 1.0000
Epoch 4528/7000
0s - loss: 0.0367 - r_coeff: 0.4219 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3040 - val_success_ratio: 1.0000
Epoch 4529/7000
0s - loss: 0.0367 - r_coeff: 0.4219 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3032 - val_success_ratio: 1.0000
Epoch 4530/7000
0s - loss: 0.0367 - r_coeff: 0.4220 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3041 - val_success_ratio: 1.0000
Epoch 4531/7000
0s - loss: 0.0367 - r_coeff: 0.4220 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3033 - val_success_ratio: 1.0000
Epoch 4532/7000
0s - loss: 0.0367 - r_coeff: 0.4220 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3041 - val_success_ratio: 1.0000
Epoch 4533/7000
0s - loss: 0.0367 - r_coeff: 0.4220 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3033 - val_success_ratio: 1.0000
Epoch 4534/7000
0s - loss: 0.0367 - r_coeff: 0.4220 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3042 - val_success_ratio: 1.0000
Epoch 4535/7000
0s - loss: 0.0367 - r_coeff: 0.4220 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3033 - val_success_ratio: 1.0000
Epoch 4536/7000
0s - loss: 0.0367 - r_coeff: 0.4221 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3042 - val_success_ratio: 1.0000
Epoch 4537/7000
0s - loss: 0.0367 - r_coeff: 0.4221 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3034 - val_success_ratio: 1.0000
Epoch 4538/7000
0s - loss: 0.0367 - r_coeff: 0.4221 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3042 - val_success_ratio: 1.0000
Epoch 4539/7000
0s - loss: 0.0367 - r_coeff: 0.4221 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3034 - val_success_ratio: 1.0000
Epoch 4540/7000
0s - loss: 0.0367 - r_coeff: 0.4221 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3043 - val_success_ratio: 1.0000
Epoch 4541/7000
0s - loss: 0.0367 - r_coeff: 0.4222 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3035 - val_success_ratio: 1.0000
Epoch 4542/7000
0s - loss: 0.0367 - r_coeff: 0.4222 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3043 - val_success_ratio: 1.0000
Epoch 4543/7000
0s - loss: 0.0367 - r_coeff: 0.4222 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3035 - val_success_ratio: 1.0000
Epoch 4544/7000
0s - loss: 0.0367 - r_coeff: 0.4222 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3044 - val_success_ratio: 1.0000
Epoch 4545/7000
0s - loss: 0.0367 - r_coeff: 0.4222 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3035 - val_success_ratio: 1.0000
Epoch 4546/7000
0s - loss: 0.0367 - r_coeff: 0.4222 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3044 - val_success_ratio: 1.0000
Epoch 4547/7000
0s - loss: 0.0367 - r_coeff: 0.4223 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3036 - val_success_ratio: 1.0000
Epoch 4548/7000
0s - loss: 0.0367 - r_coeff: 0.4223 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3044 - val_success_ratio: 1.0000
Epoch 4549/7000
0s - loss: 0.0367 - r_coeff: 0.4223 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3036 - val_success_ratio: 1.0000
Epoch 4550/7000
0s - loss: 0.0367 - r_coeff: 0.4223 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3045 - val_success_ratio: 1.0000
Epoch 4551/7000
0s - loss: 0.0367 - r_coeff: 0.4223 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3037 - val_success_ratio: 1.0000
Epoch 4552/7000
0s - loss: 0.0367 - r_coeff: 0.4223 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3045 - val_success_ratio: 1.0000
Epoch 4553/7000
0s - loss: 0.0367 - r_coeff: 0.4224 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3037 - val_success_ratio: 1.0000
Epoch 4554/7000
0s - loss: 0.0367 - r_coeff: 0.4224 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3046 - val_success_ratio: 1.0000
Epoch 4555/7000
0s - loss: 0.0367 - r_coeff: 0.4224 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3037 - val_success_ratio: 1.0000
Epoch 4556/7000
0s - loss: 0.0367 - r_coeff: 0.4224 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3046 - val_success_ratio: 1.0000
Epoch 4557/7000
0s - loss: 0.0367 - r_coeff: 0.4224 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3038 - val_success_ratio: 1.0000
Epoch 4558/7000
0s - loss: 0.0367 - r_coeff: 0.4225 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3046 - val_success_ratio: 1.0000
Epoch 4559/7000
0s - loss: 0.0367 - r_coeff: 0.4225 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3038 - val_success_ratio: 1.0000
Epoch 4560/7000
0s - loss: 0.0367 - r_coeff: 0.4225 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3047 - val_success_ratio: 1.0000
Epoch 4561/7000
0s - loss: 0.0367 - r_coeff: 0.4225 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3038 - val_success_ratio: 1.0000
Epoch 4562/7000
0s - loss: 0.0367 - r_coeff: 0.4225 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3047 - val_success_ratio: 1.0000
Epoch 4563/7000
0s - loss: 0.0367 - r_coeff: 0.4225 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3039 - val_success_ratio: 1.0000
Epoch 4564/7000
0s - loss: 0.0367 - r_coeff: 0.4226 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3047 - val_success_ratio: 1.0000
Epoch 4565/7000
0s - loss: 0.0367 - r_coeff: 0.4226 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3039 - val_success_ratio: 1.0000
Epoch 4566/7000
0s - loss: 0.0367 - r_coeff: 0.4226 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3048 - val_success_ratio: 1.0000
Epoch 4567/7000
0s - loss: 0.0367 - r_coeff: 0.4226 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3040 - val_success_ratio: 1.0000
Epoch 4568/7000
0s - loss: 0.0366 - r_coeff: 0.4226 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3048 - val_success_ratio: 1.0000
Epoch 4569/7000
0s - loss: 0.0366 - r_coeff: 0.4226 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3040 - val_success_ratio: 1.0000
Epoch 4570/7000
0s - loss: 0.0366 - r_coeff: 0.4227 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3049 - val_success_ratio: 1.0000
Epoch 4571/7000
0s - loss: 0.0366 - r_coeff: 0.4227 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3040 - val_success_ratio: 1.0000
Epoch 4572/7000
0s - loss: 0.0366 - r_coeff: 0.4227 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3049 - val_success_ratio: 1.0000
Epoch 4573/7000
0s - loss: 0.0366 - r_coeff: 0.4227 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3041 - val_success_ratio: 1.0000
Epoch 4574/7000
0s - loss: 0.0366 - r_coeff: 0.4227 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3049 - val_success_ratio: 1.0000
Epoch 4575/7000
0s - loss: 0.0366 - r_coeff: 0.4227 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3041 - val_success_ratio: 1.0000
Epoch 4576/7000
0s - loss: 0.0366 - r_coeff: 0.4228 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3050 - val_success_ratio: 1.0000
Epoch 4577/7000
0s - loss: 0.0366 - r_coeff: 0.4228 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3042 - val_success_ratio: 1.0000
Epoch 4578/7000
0s - loss: 0.0366 - r_coeff: 0.4228 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3050 - val_success_ratio: 1.0000
Epoch 4579/7000
0s - loss: 0.0366 - r_coeff: 0.4228 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3042 - val_success_ratio: 1.0000
Epoch 4580/7000
0s - loss: 0.0366 - r_coeff: 0.4228 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3051 - val_success_ratio: 1.0000
Epoch 4581/7000
0s - loss: 0.0366 - r_coeff: 0.4229 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3042 - val_success_ratio: 1.0000
Epoch 4582/7000
0s - loss: 0.0366 - r_coeff: 0.4229 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3051 - val_success_ratio: 1.0000
Epoch 4583/7000
0s - loss: 0.0366 - r_coeff: 0.4229 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3043 - val_success_ratio: 1.0000
Epoch 4584/7000
0s - loss: 0.0366 - r_coeff: 0.4229 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3051 - val_success_ratio: 1.0000
Epoch 4585/7000
0s - loss: 0.0366 - r_coeff: 0.4229 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3043 - val_success_ratio: 1.0000
Epoch 4586/7000
0s - loss: 0.0366 - r_coeff: 0.4229 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3052 - val_success_ratio: 1.0000
Epoch 4587/7000
0s - loss: 0.0366 - r_coeff: 0.4230 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3043 - val_success_ratio: 1.0000
Epoch 4588/7000
0s - loss: 0.0366 - r_coeff: 0.4230 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3052 - val_success_ratio: 1.0000
Epoch 4589/7000
0s - loss: 0.0366 - r_coeff: 0.4230 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3044 - val_success_ratio: 1.0000
Epoch 4590/7000
0s - loss: 0.0366 - r_coeff: 0.4230 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3052 - val_success_ratio: 1.0000
Epoch 4591/7000
0s - loss: 0.0366 - r_coeff: 0.4230 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3044 - val_success_ratio: 1.0000
Epoch 4592/7000
0s - loss: 0.0366 - r_coeff: 0.4230 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3053 - val_success_ratio: 1.0000
Epoch 4593/7000
0s - loss: 0.0366 - r_coeff: 0.4231 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3045 - val_success_ratio: 1.0000
Epoch 4594/7000
0s - loss: 0.0366 - r_coeff: 0.4231 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3053 - val_success_ratio: 1.0000
Epoch 4595/7000
0s - loss: 0.0366 - r_coeff: 0.4231 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3045 - val_success_ratio: 1.0000
Epoch 4596/7000
0s - loss: 0.0366 - r_coeff: 0.4231 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3054 - val_success_ratio: 1.0000
Epoch 4597/7000
0s - loss: 0.0366 - r_coeff: 0.4231 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3045 - val_success_ratio: 1.0000
Epoch 4598/7000
0s - loss: 0.0366 - r_coeff: 0.4231 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3054 - val_success_ratio: 1.0000
Epoch 4599/7000
0s - loss: 0.0366 - r_coeff: 0.4232 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3046 - val_success_ratio: 1.0000
Epoch 4600/7000
0s - loss: 0.0366 - r_coeff: 0.4232 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3054 - val_success_ratio: 1.0000
Epoch 4601/7000
0s - loss: 0.0366 - r_coeff: 0.4232 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3046 - val_success_ratio: 1.0000
Epoch 4602/7000
0s - loss: 0.0366 - r_coeff: 0.4232 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3055 - val_success_ratio: 1.0000
Epoch 4603/7000
0s - loss: 0.0366 - r_coeff: 0.4232 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3046 - val_success_ratio: 1.0000
Epoch 4604/7000
0s - loss: 0.0366 - r_coeff: 0.4233 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3055 - val_success_ratio: 1.0000
Epoch 4605/7000
0s - loss: 0.0366 - r_coeff: 0.4233 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3047 - val_success_ratio: 1.0000
Epoch 4606/7000
0s - loss: 0.0366 - r_coeff: 0.4233 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3055 - val_success_ratio: 1.0000
Epoch 4607/7000
0s - loss: 0.0366 - r_coeff: 0.4233 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3047 - val_success_ratio: 1.0000
Epoch 4608/7000
0s - loss: 0.0366 - r_coeff: 0.4233 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3056 - val_success_ratio: 1.0000
Epoch 4609/7000
0s - loss: 0.0366 - r_coeff: 0.4233 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3048 - val_success_ratio: 1.0000
Epoch 4610/7000
0s - loss: 0.0366 - r_coeff: 0.4234 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3056 - val_success_ratio: 1.0000
Epoch 4611/7000
0s - loss: 0.0366 - r_coeff: 0.4234 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3048 - val_success_ratio: 1.0000
Epoch 4612/7000
0s - loss: 0.0366 - r_coeff: 0.4234 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3056 - val_success_ratio: 1.0000
Epoch 4613/7000
0s - loss: 0.0366 - r_coeff: 0.4234 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3048 - val_success_ratio: 1.0000
Epoch 4614/7000
0s - loss: 0.0366 - r_coeff: 0.4234 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3057 - val_success_ratio: 1.0000
Epoch 4615/7000
0s - loss: 0.0366 - r_coeff: 0.4234 - success_ratio: 1.0000 - val_loss: 0.0337 - val_r_coeff: 0.3049 - val_success_ratio: 1.0000
Epoch 4616/7000
0s - loss: 0.0366 - r_coeff: 0.4235 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3057 - val_success_ratio: 1.0000
Epoch 4617/7000
0s - loss: 0.0366 - r_coeff: 0.4235 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3049 - val_success_ratio: 1.0000
Epoch 4618/7000
0s - loss: 0.0366 - r_coeff: 0.4235 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3058 - val_success_ratio: 1.0000
Epoch 4619/7000
0s - loss: 0.0366 - r_coeff: 0.4235 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3049 - val_success_ratio: 1.0000
Epoch 4620/7000
0s - loss: 0.0366 - r_coeff: 0.4235 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3058 - val_success_ratio: 1.0000
Epoch 4621/7000
0s - loss: 0.0366 - r_coeff: 0.4235 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3050 - val_success_ratio: 1.0000
Epoch 4622/7000
0s - loss: 0.0366 - r_coeff: 0.4236 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3058 - val_success_ratio: 1.0000
Epoch 4623/7000
0s - loss: 0.0366 - r_coeff: 0.4236 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3050 - val_success_ratio: 1.0000
Epoch 4624/7000
0s - loss: 0.0366 - r_coeff: 0.4236 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3059 - val_success_ratio: 1.0000
Epoch 4625/7000
0s - loss: 0.0366 - r_coeff: 0.4236 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3050 - val_success_ratio: 1.0000
Epoch 4626/7000
0s - loss: 0.0366 - r_coeff: 0.4236 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3059 - val_success_ratio: 1.0000
Epoch 4627/7000
0s - loss: 0.0366 - r_coeff: 0.4236 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3051 - val_success_ratio: 1.0000
Epoch 4628/7000
0s - loss: 0.0366 - r_coeff: 0.4237 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3059 - val_success_ratio: 1.0000
Epoch 4629/7000
0s - loss: 0.0366 - r_coeff: 0.4237 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3051 - val_success_ratio: 1.0000
Epoch 4630/7000
0s - loss: 0.0366 - r_coeff: 0.4237 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3060 - val_success_ratio: 1.0000
Epoch 4631/7000
0s - loss: 0.0366 - r_coeff: 0.4237 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3052 - val_success_ratio: 1.0000
Epoch 4632/7000
0s - loss: 0.0366 - r_coeff: 0.4237 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3060 - val_success_ratio: 1.0000
Epoch 4633/7000
0s - loss: 0.0366 - r_coeff: 0.4237 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3052 - val_success_ratio: 1.0000
Epoch 4634/7000
0s - loss: 0.0366 - r_coeff: 0.4238 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3060 - val_success_ratio: 1.0000
Epoch 4635/7000
0s - loss: 0.0366 - r_coeff: 0.4238 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3052 - val_success_ratio: 1.0000
Epoch 4636/7000
0s - loss: 0.0366 - r_coeff: 0.4238 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3061 - val_success_ratio: 1.0000
Epoch 4637/7000
0s - loss: 0.0366 - r_coeff: 0.4238 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3053 - val_success_ratio: 1.0000
Epoch 4638/7000
0s - loss: 0.0366 - r_coeff: 0.4238 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3061 - val_success_ratio: 1.0000
Epoch 4639/7000
0s - loss: 0.0366 - r_coeff: 0.4239 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3053 - val_success_ratio: 1.0000
Epoch 4640/7000
0s - loss: 0.0366 - r_coeff: 0.4239 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3062 - val_success_ratio: 1.0000
Epoch 4641/7000
0s - loss: 0.0366 - r_coeff: 0.4239 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3053 - val_success_ratio: 1.0000
Epoch 4642/7000
0s - loss: 0.0366 - r_coeff: 0.4239 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3062 - val_success_ratio: 1.0000
Epoch 4643/7000
0s - loss: 0.0366 - r_coeff: 0.4239 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3054 - val_success_ratio: 1.0000
Epoch 4644/7000
0s - loss: 0.0366 - r_coeff: 0.4239 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3062 - val_success_ratio: 1.0000
Epoch 4645/7000
0s - loss: 0.0366 - r_coeff: 0.4240 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3054 - val_success_ratio: 1.0000
Epoch 4646/7000
0s - loss: 0.0366 - r_coeff: 0.4240 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3063 - val_success_ratio: 1.0000
Epoch 4647/7000
0s - loss: 0.0366 - r_coeff: 0.4240 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3054 - val_success_ratio: 1.0000
Epoch 4648/7000
0s - loss: 0.0366 - r_coeff: 0.4240 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3063 - val_success_ratio: 1.0000
Epoch 4649/7000
0s - loss: 0.0366 - r_coeff: 0.4240 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3055 - val_success_ratio: 1.0000
Epoch 4650/7000
0s - loss: 0.0366 - r_coeff: 0.4240 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3063 - val_success_ratio: 1.0000
Epoch 4651/7000
0s - loss: 0.0366 - r_coeff: 0.4241 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3055 - val_success_ratio: 1.0000
Epoch 4652/7000
0s - loss: 0.0366 - r_coeff: 0.4241 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3064 - val_success_ratio: 1.0000
Epoch 4653/7000
0s - loss: 0.0366 - r_coeff: 0.4241 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3055 - val_success_ratio: 1.0000
Epoch 4654/7000
0s - loss: 0.0366 - r_coeff: 0.4241 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3064 - val_success_ratio: 1.0000
Epoch 4655/7000
0s - loss: 0.0366 - r_coeff: 0.4241 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3056 - val_success_ratio: 1.0000
Epoch 4656/7000
0s - loss: 0.0366 - r_coeff: 0.4241 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3064 - val_success_ratio: 1.0000
Epoch 4657/7000
0s - loss: 0.0366 - r_coeff: 0.4242 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3056 - val_success_ratio: 1.0000
Epoch 4658/7000
0s - loss: 0.0366 - r_coeff: 0.4242 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3065 - val_success_ratio: 1.0000
Epoch 4659/7000
0s - loss: 0.0365 - r_coeff: 0.4242 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3057 - val_success_ratio: 1.0000
Epoch 4660/7000
0s - loss: 0.0365 - r_coeff: 0.4242 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3065 - val_success_ratio: 1.0000
Epoch 4661/7000
0s - loss: 0.0365 - r_coeff: 0.4242 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3057 - val_success_ratio: 1.0000
Epoch 4662/7000
0s - loss: 0.0365 - r_coeff: 0.4242 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3065 - val_success_ratio: 1.0000
Epoch 4663/7000
0s - loss: 0.0365 - r_coeff: 0.4243 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3057 - val_success_ratio: 1.0000
Epoch 4664/7000
0s - loss: 0.0365 - r_coeff: 0.4243 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3066 - val_success_ratio: 1.0000
Epoch 4665/7000
0s - loss: 0.0365 - r_coeff: 0.4243 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3058 - val_success_ratio: 1.0000
Epoch 4666/7000
0s - loss: 0.0365 - r_coeff: 0.4243 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3066 - val_success_ratio: 1.0000
Epoch 4667/7000
0s - loss: 0.0365 - r_coeff: 0.4243 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3058 - val_success_ratio: 1.0000
Epoch 4668/7000
0s - loss: 0.0365 - r_coeff: 0.4243 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3066 - val_success_ratio: 1.0000
Epoch 4669/7000
0s - loss: 0.0365 - r_coeff: 0.4244 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3058 - val_success_ratio: 1.0000
Epoch 4670/7000
0s - loss: 0.0365 - r_coeff: 0.4244 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3067 - val_success_ratio: 1.0000
Epoch 4671/7000
0s - loss: 0.0365 - r_coeff: 0.4244 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3059 - val_success_ratio: 1.0000
Epoch 4672/7000
0s - loss: 0.0365 - r_coeff: 0.4244 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3067 - val_success_ratio: 1.0000
Epoch 4673/7000
0s - loss: 0.0365 - r_coeff: 0.4244 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3059 - val_success_ratio: 1.0000
Epoch 4674/7000
0s - loss: 0.0365 - r_coeff: 0.4244 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3067 - val_success_ratio: 1.0000
Epoch 4675/7000
0s - loss: 0.0365 - r_coeff: 0.4245 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3059 - val_success_ratio: 1.0000
Epoch 4676/7000
0s - loss: 0.0365 - r_coeff: 0.4245 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3068 - val_success_ratio: 1.0000
Epoch 4677/7000
0s - loss: 0.0365 - r_coeff: 0.4245 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3060 - val_success_ratio: 1.0000
Epoch 4678/7000
0s - loss: 0.0365 - r_coeff: 0.4245 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3068 - val_success_ratio: 1.0000
Epoch 4679/7000
0s - loss: 0.0365 - r_coeff: 0.4245 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3060 - val_success_ratio: 1.0000
Epoch 4680/7000
0s - loss: 0.0365 - r_coeff: 0.4245 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3069 - val_success_ratio: 1.0000
Epoch 4681/7000
0s - loss: 0.0365 - r_coeff: 0.4246 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3060 - val_success_ratio: 1.0000
Epoch 4682/7000
0s - loss: 0.0365 - r_coeff: 0.4246 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3069 - val_success_ratio: 1.0000
Epoch 4683/7000
0s - loss: 0.0365 - r_coeff: 0.4246 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3061 - val_success_ratio: 1.0000
Epoch 4684/7000
0s - loss: 0.0365 - r_coeff: 0.4246 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3069 - val_success_ratio: 1.0000
Epoch 4685/7000
0s - loss: 0.0365 - r_coeff: 0.4246 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3061 - val_success_ratio: 1.0000
Epoch 4686/7000
0s - loss: 0.0365 - r_coeff: 0.4246 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3070 - val_success_ratio: 1.0000
Epoch 4687/7000
0s - loss: 0.0365 - r_coeff: 0.4247 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3061 - val_success_ratio: 1.0000
Epoch 4688/7000
0s - loss: 0.0365 - r_coeff: 0.4247 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3070 - val_success_ratio: 1.0000
Epoch 4689/7000
0s - loss: 0.0365 - r_coeff: 0.4247 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3062 - val_success_ratio: 1.0000
Epoch 4690/7000
0s - loss: 0.0365 - r_coeff: 0.4247 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3070 - val_success_ratio: 1.0000
Epoch 4691/7000
0s - loss: 0.0365 - r_coeff: 0.4247 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3062 - val_success_ratio: 1.0000
Epoch 4692/7000
0s - loss: 0.0365 - r_coeff: 0.4248 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3071 - val_success_ratio: 1.0000
Epoch 4693/7000
0s - loss: 0.0365 - r_coeff: 0.4248 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3062 - val_success_ratio: 1.0000
Epoch 4694/7000
0s - loss: 0.0365 - r_coeff: 0.4248 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3071 - val_success_ratio: 1.0000
Epoch 4695/7000
0s - loss: 0.0365 - r_coeff: 0.4248 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3063 - val_success_ratio: 1.0000
Epoch 4696/7000
0s - loss: 0.0365 - r_coeff: 0.4248 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3071 - val_success_ratio: 1.0000
Epoch 4697/7000
0s - loss: 0.0365 - r_coeff: 0.4248 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3063 - val_success_ratio: 1.0000
Epoch 4698/7000
0s - loss: 0.0365 - r_coeff: 0.4249 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3072 - val_success_ratio: 1.0000
Epoch 4699/7000
0s - loss: 0.0365 - r_coeff: 0.4249 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3063 - val_success_ratio: 1.0000
Epoch 4700/7000
0s - loss: 0.0365 - r_coeff: 0.4249 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3072 - val_success_ratio: 1.0000
Epoch 4701/7000
0s - loss: 0.0365 - r_coeff: 0.4249 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3064 - val_success_ratio: 1.0000
Epoch 4702/7000
0s - loss: 0.0365 - r_coeff: 0.4249 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3072 - val_success_ratio: 1.0000
Epoch 4703/7000
0s - loss: 0.0365 - r_coeff: 0.4249 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3064 - val_success_ratio: 1.0000
Epoch 4704/7000
0s - loss: 0.0365 - r_coeff: 0.4250 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3073 - val_success_ratio: 1.0000
Epoch 4705/7000
0s - loss: 0.0365 - r_coeff: 0.4250 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3064 - val_success_ratio: 1.0000
Epoch 4706/7000
0s - loss: 0.0365 - r_coeff: 0.4250 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3073 - val_success_ratio: 1.0000
Epoch 4707/7000
0s - loss: 0.0365 - r_coeff: 0.4250 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3065 - val_success_ratio: 1.0000
Epoch 4708/7000
0s - loss: 0.0365 - r_coeff: 0.4250 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3073 - val_success_ratio: 1.0000
Epoch 4709/7000
0s - loss: 0.0365 - r_coeff: 0.4250 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3065 - val_success_ratio: 1.0000
Epoch 4710/7000
0s - loss: 0.0365 - r_coeff: 0.4251 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3074 - val_success_ratio: 1.0000
Epoch 4711/7000
0s - loss: 0.0365 - r_coeff: 0.4251 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3065 - val_success_ratio: 1.0000
Epoch 4712/7000
0s - loss: 0.0365 - r_coeff: 0.4251 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3074 - val_success_ratio: 1.0000
Epoch 4713/7000
0s - loss: 0.0365 - r_coeff: 0.4251 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3066 - val_success_ratio: 1.0000
Epoch 4714/7000
0s - loss: 0.0365 - r_coeff: 0.4251 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3074 - val_success_ratio: 1.0000
Epoch 4715/7000
0s - loss: 0.0365 - r_coeff: 0.4251 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3066 - val_success_ratio: 1.0000
Epoch 4716/7000
0s - loss: 0.0365 - r_coeff: 0.4252 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3075 - val_success_ratio: 1.0000
Epoch 4717/7000
0s - loss: 0.0365 - r_coeff: 0.4252 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3066 - val_success_ratio: 1.0000
Epoch 4718/7000
0s - loss: 0.0365 - r_coeff: 0.4252 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3075 - val_success_ratio: 1.0000
Epoch 4719/7000
0s - loss: 0.0365 - r_coeff: 0.4252 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3067 - val_success_ratio: 1.0000
Epoch 4720/7000
0s - loss: 0.0365 - r_coeff: 0.4252 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3075 - val_success_ratio: 1.0000
Epoch 4721/7000
0s - loss: 0.0365 - r_coeff: 0.4252 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3067 - val_success_ratio: 1.0000
Epoch 4722/7000
0s - loss: 0.0365 - r_coeff: 0.4253 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3076 - val_success_ratio: 1.0000
Epoch 4723/7000
0s - loss: 0.0365 - r_coeff: 0.4253 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3067 - val_success_ratio: 1.0000
Epoch 4724/7000
0s - loss: 0.0365 - r_coeff: 0.4253 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3076 - val_success_ratio: 1.0000
Epoch 4725/7000
0s - loss: 0.0365 - r_coeff: 0.4253 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3068 - val_success_ratio: 1.0000
Epoch 4726/7000
0s - loss: 0.0365 - r_coeff: 0.4253 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3076 - val_success_ratio: 1.0000
Epoch 4727/7000
0s - loss: 0.0365 - r_coeff: 0.4253 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3068 - val_success_ratio: 1.0000
Epoch 4728/7000
0s - loss: 0.0365 - r_coeff: 0.4254 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3077 - val_success_ratio: 1.0000
Epoch 4729/7000
0s - loss: 0.0365 - r_coeff: 0.4254 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3068 - val_success_ratio: 1.0000
Epoch 4730/7000
0s - loss: 0.0365 - r_coeff: 0.4254 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3077 - val_success_ratio: 1.0000
Epoch 4731/7000
0s - loss: 0.0365 - r_coeff: 0.4254 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3069 - val_success_ratio: 1.0000
Epoch 4732/7000
0s - loss: 0.0365 - r_coeff: 0.4254 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3077 - val_success_ratio: 1.0000
Epoch 4733/7000
0s - loss: 0.0365 - r_coeff: 0.4254 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3069 - val_success_ratio: 1.0000
Epoch 4734/7000
0s - loss: 0.0365 - r_coeff: 0.4255 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3078 - val_success_ratio: 1.0000
Epoch 4735/7000
0s - loss: 0.0365 - r_coeff: 0.4255 - success_ratio: 1.0000 - val_loss: 0.0336 - val_r_coeff: 0.3069 - val_success_ratio: 1.0000
Epoch 4736/7000
0s - loss: 0.0365 - r_coeff: 0.4255 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3078 - val_success_ratio: 1.0000
Epoch 4737/7000
0s - loss: 0.0365 - r_coeff: 0.4255 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3070 - val_success_ratio: 1.0000
Epoch 4738/7000
0s - loss: 0.0365 - r_coeff: 0.4255 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3078 - val_success_ratio: 1.0000
Epoch 4739/7000
0s - loss: 0.0365 - r_coeff: 0.4255 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3070 - val_success_ratio: 1.0000
Epoch 4740/7000
0s - loss: 0.0365 - r_coeff: 0.4256 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4741/7000
0s - loss: 0.0365 - r_coeff: 0.4256 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3070 - val_success_ratio: 1.0000
Epoch 4742/7000
0s - loss: 0.0365 - r_coeff: 0.4256 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4743/7000
0s - loss: 0.0365 - r_coeff: 0.4256 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3071 - val_success_ratio: 1.0000
Epoch 4744/7000
0s - loss: 0.0365 - r_coeff: 0.4256 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4745/7000
0s - loss: 0.0365 - r_coeff: 0.4256 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3071 - val_success_ratio: 1.0000
Epoch 4746/7000
0s - loss: 0.0365 - r_coeff: 0.4257 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4747/7000
0s - loss: 0.0365 - r_coeff: 0.4257 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3071 - val_success_ratio: 1.0000
Epoch 4748/7000
0s - loss: 0.0365 - r_coeff: 0.4257 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3080 - val_success_ratio: 1.0000
Epoch 4749/7000
0s - loss: 0.0365 - r_coeff: 0.4257 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3072 - val_success_ratio: 1.0000
Epoch 4750/7000
0s - loss: 0.0365 - r_coeff: 0.4257 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3080 - val_success_ratio: 1.0000
Epoch 4751/7000
0s - loss: 0.0365 - r_coeff: 0.4257 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3072 - val_success_ratio: 1.0000
Epoch 4752/7000
0s - loss: 0.0365 - r_coeff: 0.4258 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3080 - val_success_ratio: 1.0000
Epoch 4753/7000
0s - loss: 0.0364 - r_coeff: 0.4258 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3072 - val_success_ratio: 1.0000
Epoch 4754/7000
0s - loss: 0.0364 - r_coeff: 0.4258 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3081 - val_success_ratio: 1.0000
Epoch 4755/7000
0s - loss: 0.0364 - r_coeff: 0.4258 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3073 - val_success_ratio: 1.0000
Epoch 4756/7000
0s - loss: 0.0364 - r_coeff: 0.4258 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3081 - val_success_ratio: 1.0000
Epoch 4757/7000
0s - loss: 0.0364 - r_coeff: 0.4258 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3073 - val_success_ratio: 1.0000
Epoch 4758/7000
0s - loss: 0.0364 - r_coeff: 0.4259 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3081 - val_success_ratio: 1.0000
Epoch 4759/7000
0s - loss: 0.0364 - r_coeff: 0.4259 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3073 - val_success_ratio: 1.0000
Epoch 4760/7000
0s - loss: 0.0364 - r_coeff: 0.4259 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3082 - val_success_ratio: 1.0000
Epoch 4761/7000
0s - loss: 0.0364 - r_coeff: 0.4259 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3074 - val_success_ratio: 1.0000
Epoch 4762/7000
0s - loss: 0.0364 - r_coeff: 0.4259 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3082 - val_success_ratio: 1.0000
Epoch 4763/7000
0s - loss: 0.0364 - r_coeff: 0.4259 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3074 - val_success_ratio: 1.0000
Epoch 4764/7000
0s - loss: 0.0364 - r_coeff: 0.4260 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3082 - val_success_ratio: 1.0000
Epoch 4765/7000
0s - loss: 0.0364 - r_coeff: 0.4260 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3074 - val_success_ratio: 1.0000
Epoch 4766/7000
0s - loss: 0.0364 - r_coeff: 0.4260 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3083 - val_success_ratio: 1.0000
Epoch 4767/7000
0s - loss: 0.0364 - r_coeff: 0.4260 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3074 - val_success_ratio: 1.0000
Epoch 4768/7000
0s - loss: 0.0364 - r_coeff: 0.4260 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3083 - val_success_ratio: 1.0000
Epoch 4769/7000
0s - loss: 0.0364 - r_coeff: 0.4260 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3075 - val_success_ratio: 1.0000
Epoch 4770/7000
0s - loss: 0.0364 - r_coeff: 0.4260 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3083 - val_success_ratio: 1.0000
Epoch 4771/7000
0s - loss: 0.0364 - r_coeff: 0.4261 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3075 - val_success_ratio: 1.0000
Epoch 4772/7000
0s - loss: 0.0364 - r_coeff: 0.4261 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3084 - val_success_ratio: 1.0000
Epoch 4773/7000
0s - loss: 0.0364 - r_coeff: 0.4261 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3075 - val_success_ratio: 1.0000
Epoch 4774/7000
0s - loss: 0.0364 - r_coeff: 0.4261 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3084 - val_success_ratio: 1.0000
Epoch 4775/7000
0s - loss: 0.0364 - r_coeff: 0.4261 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3076 - val_success_ratio: 1.0000
Epoch 4776/7000
0s - loss: 0.0364 - r_coeff: 0.4261 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3084 - val_success_ratio: 1.0000
Epoch 4777/7000
0s - loss: 0.0364 - r_coeff: 0.4262 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3076 - val_success_ratio: 1.0000
Epoch 4778/7000
0s - loss: 0.0364 - r_coeff: 0.4262 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3085 - val_success_ratio: 1.0000
Epoch 4779/7000
0s - loss: 0.0364 - r_coeff: 0.4262 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3076 - val_success_ratio: 1.0000
Epoch 4780/7000
0s - loss: 0.0364 - r_coeff: 0.4262 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3085 - val_success_ratio: 1.0000
Epoch 4781/7000
0s - loss: 0.0364 - r_coeff: 0.4262 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3077 - val_success_ratio: 1.0000
Epoch 4782/7000
0s - loss: 0.0364 - r_coeff: 0.4262 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3085 - val_success_ratio: 1.0000
Epoch 4783/7000
0s - loss: 0.0364 - r_coeff: 0.4263 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3077 - val_success_ratio: 1.0000
Epoch 4784/7000
0s - loss: 0.0364 - r_coeff: 0.4263 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3085 - val_success_ratio: 1.0000
Epoch 4785/7000
0s - loss: 0.0364 - r_coeff: 0.4263 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3077 - val_success_ratio: 1.0000
Epoch 4786/7000
0s - loss: 0.0364 - r_coeff: 0.4263 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3086 - val_success_ratio: 1.0000
Epoch 4787/7000
0s - loss: 0.0364 - r_coeff: 0.4263 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3078 - val_success_ratio: 1.0000
Epoch 4788/7000
0s - loss: 0.0364 - r_coeff: 0.4263 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3086 - val_success_ratio: 1.0000
Epoch 4789/7000
0s - loss: 0.0364 - r_coeff: 0.4264 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3078 - val_success_ratio: 1.0000
Epoch 4790/7000
0s - loss: 0.0364 - r_coeff: 0.4264 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3086 - val_success_ratio: 1.0000
Epoch 4791/7000
0s - loss: 0.0364 - r_coeff: 0.4264 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3078 - val_success_ratio: 1.0000
Epoch 4792/7000
0s - loss: 0.0364 - r_coeff: 0.4264 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3087 - val_success_ratio: 1.0000
Epoch 4793/7000
0s - loss: 0.0364 - r_coeff: 0.4264 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4794/7000
0s - loss: 0.0364 - r_coeff: 0.4264 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3087 - val_success_ratio: 1.0000
Epoch 4795/7000
0s - loss: 0.0364 - r_coeff: 0.4265 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4796/7000
0s - loss: 0.0364 - r_coeff: 0.4265 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3087 - val_success_ratio: 1.0000
Epoch 4797/7000
0s - loss: 0.0364 - r_coeff: 0.4265 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4798/7000
0s - loss: 0.0364 - r_coeff: 0.4265 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3088 - val_success_ratio: 1.0000
Epoch 4799/7000
0s - loss: 0.0364 - r_coeff: 0.4265 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3079 - val_success_ratio: 1.0000
Epoch 4800/7000
0s - loss: 0.0364 - r_coeff: 0.4265 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3088 - val_success_ratio: 1.0000
Epoch 4801/7000
0s - loss: 0.0364 - r_coeff: 0.4266 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3080 - val_success_ratio: 1.0000
Epoch 4802/7000
0s - loss: 0.0364 - r_coeff: 0.4266 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3088 - val_success_ratio: 1.0000
Epoch 4803/7000
0s - loss: 0.0364 - r_coeff: 0.4266 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3080 - val_success_ratio: 1.0000
Epoch 4804/7000
0s - loss: 0.0364 - r_coeff: 0.4266 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4805/7000
0s - loss: 0.0364 - r_coeff: 0.4266 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3080 - val_success_ratio: 1.0000
Epoch 4806/7000
0s - loss: 0.0364 - r_coeff: 0.4266 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4807/7000
0s - loss: 0.0364 - r_coeff: 0.4267 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3081 - val_success_ratio: 1.0000
Epoch 4808/7000
0s - loss: 0.0364 - r_coeff: 0.4267 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4809/7000
0s - loss: 0.0364 - r_coeff: 0.4267 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3081 - val_success_ratio: 1.0000
Epoch 4810/7000
0s - loss: 0.0364 - r_coeff: 0.4267 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4811/7000
0s - loss: 0.0364 - r_coeff: 0.4267 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3081 - val_success_ratio: 1.0000
Epoch 4812/7000
0s - loss: 0.0364 - r_coeff: 0.4267 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3090 - val_success_ratio: 1.0000
Epoch 4813/7000
0s - loss: 0.0364 - r_coeff: 0.4268 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3082 - val_success_ratio: 1.0000
Epoch 4814/7000
0s - loss: 0.0364 - r_coeff: 0.4268 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3090 - val_success_ratio: 1.0000
Epoch 4815/7000
0s - loss: 0.0364 - r_coeff: 0.4268 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3082 - val_success_ratio: 1.0000
Epoch 4816/7000
0s - loss: 0.0364 - r_coeff: 0.4268 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3090 - val_success_ratio: 1.0000
Epoch 4817/7000
0s - loss: 0.0364 - r_coeff: 0.4268 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3082 - val_success_ratio: 1.0000
Epoch 4818/7000
0s - loss: 0.0364 - r_coeff: 0.4268 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3091 - val_success_ratio: 1.0000
Epoch 4819/7000
0s - loss: 0.0364 - r_coeff: 0.4269 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3082 - val_success_ratio: 1.0000
Epoch 4820/7000
0s - loss: 0.0364 - r_coeff: 0.4269 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3091 - val_success_ratio: 1.0000
Epoch 4821/7000
0s - loss: 0.0364 - r_coeff: 0.4269 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3083 - val_success_ratio: 1.0000
Epoch 4822/7000
0s - loss: 0.0364 - r_coeff: 0.4269 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3091 - val_success_ratio: 1.0000
Epoch 4823/7000
0s - loss: 0.0364 - r_coeff: 0.4269 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3083 - val_success_ratio: 1.0000
Epoch 4824/7000
0s - loss: 0.0364 - r_coeff: 0.4269 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3092 - val_success_ratio: 1.0000
Epoch 4825/7000
0s - loss: 0.0364 - r_coeff: 0.4269 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3083 - val_success_ratio: 1.0000
Epoch 4826/7000
0s - loss: 0.0364 - r_coeff: 0.4270 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3092 - val_success_ratio: 1.0000
Epoch 4827/7000
0s - loss: 0.0364 - r_coeff: 0.4270 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3084 - val_success_ratio: 1.0000
Epoch 4828/7000
0s - loss: 0.0364 - r_coeff: 0.4270 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3092 - val_success_ratio: 1.0000
Epoch 4829/7000
0s - loss: 0.0364 - r_coeff: 0.4270 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3084 - val_success_ratio: 1.0000
Epoch 4830/7000
0s - loss: 0.0364 - r_coeff: 0.4270 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3093 - val_success_ratio: 1.0000
Epoch 4831/7000
0s - loss: 0.0364 - r_coeff: 0.4270 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3084 - val_success_ratio: 1.0000
Epoch 4832/7000
0s - loss: 0.0364 - r_coeff: 0.4271 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3093 - val_success_ratio: 1.0000
Epoch 4833/7000
0s - loss: 0.0364 - r_coeff: 0.4271 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3085 - val_success_ratio: 1.0000
Epoch 4834/7000
0s - loss: 0.0364 - r_coeff: 0.4271 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3093 - val_success_ratio: 1.0000
Epoch 4835/7000
0s - loss: 0.0364 - r_coeff: 0.4271 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3085 - val_success_ratio: 1.0000
Epoch 4836/7000
0s - loss: 0.0364 - r_coeff: 0.4271 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3093 - val_success_ratio: 1.0000
Epoch 4837/7000
0s - loss: 0.0364 - r_coeff: 0.4271 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3085 - val_success_ratio: 1.0000
Epoch 4838/7000
0s - loss: 0.0364 - r_coeff: 0.4272 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3094 - val_success_ratio: 1.0000
Epoch 4839/7000
0s - loss: 0.0364 - r_coeff: 0.4272 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3086 - val_success_ratio: 1.0000
Epoch 4840/7000
0s - loss: 0.0364 - r_coeff: 0.4272 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3094 - val_success_ratio: 1.0000
Epoch 4841/7000
0s - loss: 0.0364 - r_coeff: 0.4272 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3086 - val_success_ratio: 1.0000
Epoch 4842/7000
0s - loss: 0.0364 - r_coeff: 0.4272 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3094 - val_success_ratio: 1.0000
Epoch 4843/7000
0s - loss: 0.0364 - r_coeff: 0.4272 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3086 - val_success_ratio: 1.0000
Epoch 4844/7000
0s - loss: 0.0364 - r_coeff: 0.4273 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3095 - val_success_ratio: 1.0000
Epoch 4845/7000
0s - loss: 0.0364 - r_coeff: 0.4273 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3086 - val_success_ratio: 1.0000
Epoch 4846/7000
0s - loss: 0.0364 - r_coeff: 0.4273 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3095 - val_success_ratio: 1.0000
Epoch 4847/7000
0s - loss: 0.0364 - r_coeff: 0.4273 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3087 - val_success_ratio: 1.0000
Epoch 4848/7000
0s - loss: 0.0364 - r_coeff: 0.4273 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3095 - val_success_ratio: 1.0000
Epoch 4849/7000
0s - loss: 0.0363 - r_coeff: 0.4273 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3087 - val_success_ratio: 1.0000
Epoch 4850/7000
0s - loss: 0.0363 - r_coeff: 0.4274 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3096 - val_success_ratio: 1.0000
Epoch 4851/7000
0s - loss: 0.0363 - r_coeff: 0.4274 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3087 - val_success_ratio: 1.0000
Epoch 4852/7000
0s - loss: 0.0363 - r_coeff: 0.4274 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3096 - val_success_ratio: 1.0000
Epoch 4853/7000
0s - loss: 0.0363 - r_coeff: 0.4274 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3088 - val_success_ratio: 1.0000
Epoch 4854/7000
0s - loss: 0.0363 - r_coeff: 0.4274 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3096 - val_success_ratio: 1.0000
Epoch 4855/7000
0s - loss: 0.0363 - r_coeff: 0.4274 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3088 - val_success_ratio: 1.0000
Epoch 4856/7000
0s - loss: 0.0363 - r_coeff: 0.4275 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3096 - val_success_ratio: 1.0000
Epoch 4857/7000
0s - loss: 0.0363 - r_coeff: 0.4275 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3088 - val_success_ratio: 1.0000
Epoch 4858/7000
0s - loss: 0.0363 - r_coeff: 0.4275 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3097 - val_success_ratio: 1.0000
Epoch 4859/7000
0s - loss: 0.0363 - r_coeff: 0.4275 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4860/7000
0s - loss: 0.0363 - r_coeff: 0.4275 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3097 - val_success_ratio: 1.0000
Epoch 4861/7000
0s - loss: 0.0363 - r_coeff: 0.4275 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4862/7000
0s - loss: 0.0363 - r_coeff: 0.4275 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3097 - val_success_ratio: 1.0000
Epoch 4863/7000
0s - loss: 0.0363 - r_coeff: 0.4276 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4864/7000
0s - loss: 0.0363 - r_coeff: 0.4276 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3098 - val_success_ratio: 1.0000
Epoch 4865/7000
0s - loss: 0.0363 - r_coeff: 0.4276 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3089 - val_success_ratio: 1.0000
Epoch 4866/7000
0s - loss: 0.0363 - r_coeff: 0.4276 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3098 - val_success_ratio: 1.0000
Epoch 4867/7000
0s - loss: 0.0363 - r_coeff: 0.4276 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3090 - val_success_ratio: 1.0000
Epoch 4868/7000
0s - loss: 0.0363 - r_coeff: 0.4276 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3098 - val_success_ratio: 1.0000
Epoch 4869/7000
0s - loss: 0.0363 - r_coeff: 0.4277 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3090 - val_success_ratio: 1.0000
Epoch 4870/7000
0s - loss: 0.0363 - r_coeff: 0.4277 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4871/7000
0s - loss: 0.0363 - r_coeff: 0.4277 - success_ratio: 1.0000 - val_loss: 0.0335 - val_r_coeff: 0.3090 - val_success_ratio: 1.0000
Epoch 4872/7000
0s - loss: 0.0363 - r_coeff: 0.4277 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4873/7000
0s - loss: 0.0363 - r_coeff: 0.4277 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3091 - val_success_ratio: 1.0000
Epoch 4874/7000
0s - loss: 0.0363 - r_coeff: 0.4277 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4875/7000
0s - loss: 0.0363 - r_coeff: 0.4278 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3091 - val_success_ratio: 1.0000
Epoch 4876/7000
0s - loss: 0.0363 - r_coeff: 0.4278 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4877/7000
0s - loss: 0.0363 - r_coeff: 0.4278 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3091 - val_success_ratio: 1.0000
Epoch 4878/7000
0s - loss: 0.0363 - r_coeff: 0.4278 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3100 - val_success_ratio: 1.0000
Epoch 4879/7000
0s - loss: 0.0363 - r_coeff: 0.4278 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3091 - val_success_ratio: 1.0000
Epoch 4880/7000
0s - loss: 0.0363 - r_coeff: 0.4278 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3100 - val_success_ratio: 1.0000
Epoch 4881/7000
0s - loss: 0.0363 - r_coeff: 0.4279 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3092 - val_success_ratio: 1.0000
Epoch 4882/7000
0s - loss: 0.0363 - r_coeff: 0.4279 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3100 - val_success_ratio: 1.0000
Epoch 4883/7000
0s - loss: 0.0363 - r_coeff: 0.4279 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3092 - val_success_ratio: 1.0000
Epoch 4884/7000
0s - loss: 0.0363 - r_coeff: 0.4279 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4885/7000
0s - loss: 0.0363 - r_coeff: 0.4279 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3092 - val_success_ratio: 1.0000
Epoch 4886/7000
0s - loss: 0.0363 - r_coeff: 0.4279 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4887/7000
0s - loss: 0.0363 - r_coeff: 0.4279 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3093 - val_success_ratio: 1.0000
Epoch 4888/7000
0s - loss: 0.0363 - r_coeff: 0.4280 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4889/7000
0s - loss: 0.0363 - r_coeff: 0.4280 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3093 - val_success_ratio: 1.0000
Epoch 4890/7000
0s - loss: 0.0363 - r_coeff: 0.4280 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4891/7000
0s - loss: 0.0363 - r_coeff: 0.4280 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3093 - val_success_ratio: 1.0000
Epoch 4892/7000
0s - loss: 0.0363 - r_coeff: 0.4280 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3102 - val_success_ratio: 1.0000
Epoch 4893/7000
0s - loss: 0.0363 - r_coeff: 0.4280 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3094 - val_success_ratio: 1.0000
Epoch 4894/7000
0s - loss: 0.0363 - r_coeff: 0.4281 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3102 - val_success_ratio: 1.0000
Epoch 4895/7000
0s - loss: 0.0363 - r_coeff: 0.4281 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3094 - val_success_ratio: 1.0000
Epoch 4896/7000
0s - loss: 0.0363 - r_coeff: 0.4281 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3102 - val_success_ratio: 1.0000
Epoch 4897/7000
0s - loss: 0.0363 - r_coeff: 0.4281 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3094 - val_success_ratio: 1.0000
Epoch 4898/7000
0s - loss: 0.0363 - r_coeff: 0.4281 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3103 - val_success_ratio: 1.0000
Epoch 4899/7000
0s - loss: 0.0363 - r_coeff: 0.4281 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3094 - val_success_ratio: 1.0000
Epoch 4900/7000
0s - loss: 0.0363 - r_coeff: 0.4282 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3103 - val_success_ratio: 1.0000
Epoch 4901/7000
0s - loss: 0.0363 - r_coeff: 0.4282 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3095 - val_success_ratio: 1.0000
Epoch 4902/7000
0s - loss: 0.0363 - r_coeff: 0.4282 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3103 - val_success_ratio: 1.0000
Epoch 4903/7000
0s - loss: 0.0363 - r_coeff: 0.4282 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3095 - val_success_ratio: 1.0000
Epoch 4904/7000
0s - loss: 0.0363 - r_coeff: 0.4282 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4905/7000
0s - loss: 0.0363 - r_coeff: 0.4282 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3095 - val_success_ratio: 1.0000
Epoch 4906/7000
0s - loss: 0.0363 - r_coeff: 0.4283 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4907/7000
0s - loss: 0.0363 - r_coeff: 0.4283 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3096 - val_success_ratio: 1.0000
Epoch 4908/7000
0s - loss: 0.0363 - r_coeff: 0.4283 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4909/7000
0s - loss: 0.0363 - r_coeff: 0.4283 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3096 - val_success_ratio: 1.0000
Epoch 4910/7000
0s - loss: 0.0363 - r_coeff: 0.4283 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4911/7000
0s - loss: 0.0363 - r_coeff: 0.4283 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3096 - val_success_ratio: 1.0000
Epoch 4912/7000
0s - loss: 0.0363 - r_coeff: 0.4283 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3105 - val_success_ratio: 1.0000
Epoch 4913/7000
0s - loss: 0.0363 - r_coeff: 0.4284 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3097 - val_success_ratio: 1.0000
Epoch 4914/7000
0s - loss: 0.0363 - r_coeff: 0.4284 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3105 - val_success_ratio: 1.0000
Epoch 4915/7000
0s - loss: 0.0363 - r_coeff: 0.4284 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3097 - val_success_ratio: 1.0000
Epoch 4916/7000
0s - loss: 0.0363 - r_coeff: 0.4284 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3105 - val_success_ratio: 1.0000
Epoch 4917/7000
0s - loss: 0.0363 - r_coeff: 0.4284 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3097 - val_success_ratio: 1.0000
Epoch 4918/7000
0s - loss: 0.0363 - r_coeff: 0.4284 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4919/7000
0s - loss: 0.0363 - r_coeff: 0.4285 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3097 - val_success_ratio: 1.0000
Epoch 4920/7000
0s - loss: 0.0363 - r_coeff: 0.4285 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4921/7000
0s - loss: 0.0363 - r_coeff: 0.4285 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3098 - val_success_ratio: 1.0000
Epoch 4922/7000
0s - loss: 0.0363 - r_coeff: 0.4285 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4923/7000
0s - loss: 0.0363 - r_coeff: 0.4285 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3098 - val_success_ratio: 1.0000
Epoch 4924/7000
0s - loss: 0.0363 - r_coeff: 0.4285 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4925/7000
0s - loss: 0.0363 - r_coeff: 0.4286 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3098 - val_success_ratio: 1.0000
Epoch 4926/7000
0s - loss: 0.0363 - r_coeff: 0.4286 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3107 - val_success_ratio: 1.0000
Epoch 4927/7000
0s - loss: 0.0363 - r_coeff: 0.4286 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4928/7000
0s - loss: 0.0363 - r_coeff: 0.4286 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3107 - val_success_ratio: 1.0000
Epoch 4929/7000
0s - loss: 0.0363 - r_coeff: 0.4286 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4930/7000
0s - loss: 0.0363 - r_coeff: 0.4286 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3107 - val_success_ratio: 1.0000
Epoch 4931/7000
0s - loss: 0.0363 - r_coeff: 0.4286 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4932/7000
0s - loss: 0.0363 - r_coeff: 0.4287 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3108 - val_success_ratio: 1.0000
Epoch 4933/7000
0s - loss: 0.0363 - r_coeff: 0.4287 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3099 - val_success_ratio: 1.0000
Epoch 4934/7000
0s - loss: 0.0363 - r_coeff: 0.4287 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3108 - val_success_ratio: 1.0000
Epoch 4935/7000
0s - loss: 0.0363 - r_coeff: 0.4287 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3100 - val_success_ratio: 1.0000
Epoch 4936/7000
0s - loss: 0.0363 - r_coeff: 0.4287 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3108 - val_success_ratio: 1.0000
Epoch 4937/7000
0s - loss: 0.0363 - r_coeff: 0.4287 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3100 - val_success_ratio: 1.0000
Epoch 4938/7000
0s - loss: 0.0363 - r_coeff: 0.4288 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3109 - val_success_ratio: 1.0000
Epoch 4939/7000
0s - loss: 0.0363 - r_coeff: 0.4288 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3100 - val_success_ratio: 1.0000
Epoch 4940/7000
0s - loss: 0.0363 - r_coeff: 0.4288 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3109 - val_success_ratio: 1.0000
Epoch 4941/7000
0s - loss: 0.0363 - r_coeff: 0.4288 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4942/7000
0s - loss: 0.0363 - r_coeff: 0.4288 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3109 - val_success_ratio: 1.0000
Epoch 4943/7000
0s - loss: 0.0363 - r_coeff: 0.4288 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4944/7000
0s - loss: 0.0363 - r_coeff: 0.4289 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3109 - val_success_ratio: 1.0000
Epoch 4945/7000
0s - loss: 0.0363 - r_coeff: 0.4289 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4946/7000
0s - loss: 0.0363 - r_coeff: 0.4289 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3110 - val_success_ratio: 1.0000
Epoch 4947/7000
0s - loss: 0.0363 - r_coeff: 0.4289 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3101 - val_success_ratio: 1.0000
Epoch 4948/7000
0s - loss: 0.0362 - r_coeff: 0.4289 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3110 - val_success_ratio: 1.0000
Epoch 4949/7000
0s - loss: 0.0362 - r_coeff: 0.4289 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3102 - val_success_ratio: 1.0000
Epoch 4950/7000
0s - loss: 0.0362 - r_coeff: 0.4289 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3110 - val_success_ratio: 1.0000
Epoch 4951/7000
0s - loss: 0.0362 - r_coeff: 0.4290 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3102 - val_success_ratio: 1.0000
Epoch 4952/7000
0s - loss: 0.0362 - r_coeff: 0.4290 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3111 - val_success_ratio: 1.0000
Epoch 4953/7000
0s - loss: 0.0362 - r_coeff: 0.4290 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3102 - val_success_ratio: 1.0000
Epoch 4954/7000
0s - loss: 0.0362 - r_coeff: 0.4290 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3111 - val_success_ratio: 1.0000
Epoch 4955/7000
0s - loss: 0.0362 - r_coeff: 0.4290 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3103 - val_success_ratio: 1.0000
Epoch 4956/7000
0s - loss: 0.0362 - r_coeff: 0.4290 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3111 - val_success_ratio: 1.0000
Epoch 4957/7000
0s - loss: 0.0362 - r_coeff: 0.4291 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3103 - val_success_ratio: 1.0000
Epoch 4958/7000
0s - loss: 0.0362 - r_coeff: 0.4291 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3111 - val_success_ratio: 1.0000
Epoch 4959/7000
0s - loss: 0.0362 - r_coeff: 0.4291 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3103 - val_success_ratio: 1.0000
Epoch 4960/7000
0s - loss: 0.0362 - r_coeff: 0.4291 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3112 - val_success_ratio: 1.0000
Epoch 4961/7000
0s - loss: 0.0362 - r_coeff: 0.4291 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4962/7000
0s - loss: 0.0362 - r_coeff: 0.4291 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3112 - val_success_ratio: 1.0000
Epoch 4963/7000
0s - loss: 0.0362 - r_coeff: 0.4292 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4964/7000
0s - loss: 0.0362 - r_coeff: 0.4292 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3112 - val_success_ratio: 1.0000
Epoch 4965/7000
0s - loss: 0.0362 - r_coeff: 0.4292 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4966/7000
0s - loss: 0.0362 - r_coeff: 0.4292 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 4967/7000
0s - loss: 0.0362 - r_coeff: 0.4292 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3104 - val_success_ratio: 1.0000
Epoch 4968/7000
0s - loss: 0.0362 - r_coeff: 0.4292 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 4969/7000
0s - loss: 0.0362 - r_coeff: 0.4292 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3105 - val_success_ratio: 1.0000
Epoch 4970/7000
0s - loss: 0.0362 - r_coeff: 0.4293 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 4971/7000
0s - loss: 0.0362 - r_coeff: 0.4293 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3105 - val_success_ratio: 1.0000
Epoch 4972/7000
0s - loss: 0.0362 - r_coeff: 0.4293 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 4973/7000
0s - loss: 0.0362 - r_coeff: 0.4293 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3105 - val_success_ratio: 1.0000
Epoch 4974/7000
0s - loss: 0.0362 - r_coeff: 0.4293 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3114 - val_success_ratio: 1.0000
Epoch 4975/7000
0s - loss: 0.0362 - r_coeff: 0.4293 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4976/7000
0s - loss: 0.0362 - r_coeff: 0.4294 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3114 - val_success_ratio: 1.0000
Epoch 4977/7000
0s - loss: 0.0362 - r_coeff: 0.4294 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4978/7000
0s - loss: 0.0362 - r_coeff: 0.4294 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3114 - val_success_ratio: 1.0000
Epoch 4979/7000
0s - loss: 0.0362 - r_coeff: 0.4294 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4980/7000
0s - loss: 0.0362 - r_coeff: 0.4294 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 4981/7000
0s - loss: 0.0362 - r_coeff: 0.4294 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3106 - val_success_ratio: 1.0000
Epoch 4982/7000
0s - loss: 0.0362 - r_coeff: 0.4295 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 4983/7000
0s - loss: 0.0362 - r_coeff: 0.4295 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3107 - val_success_ratio: 1.0000
Epoch 4984/7000
0s - loss: 0.0362 - r_coeff: 0.4295 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 4985/7000
0s - loss: 0.0362 - r_coeff: 0.4295 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3107 - val_success_ratio: 1.0000
Epoch 4986/7000
0s - loss: 0.0362 - r_coeff: 0.4295 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 4987/7000
0s - loss: 0.0362 - r_coeff: 0.4295 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3107 - val_success_ratio: 1.0000
Epoch 4988/7000
0s - loss: 0.0362 - r_coeff: 0.4295 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3116 - val_success_ratio: 1.0000
Epoch 4989/7000
0s - loss: 0.0362 - r_coeff: 0.4296 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3108 - val_success_ratio: 1.0000
Epoch 4990/7000
0s - loss: 0.0362 - r_coeff: 0.4296 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3116 - val_success_ratio: 1.0000
Epoch 4991/7000
0s - loss: 0.0362 - r_coeff: 0.4296 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3108 - val_success_ratio: 1.0000
Epoch 4992/7000
0s - loss: 0.0362 - r_coeff: 0.4296 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3116 - val_success_ratio: 1.0000
Epoch 4993/7000
0s - loss: 0.0362 - r_coeff: 0.4296 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3108 - val_success_ratio: 1.0000
Epoch 4994/7000
0s - loss: 0.0362 - r_coeff: 0.4296 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 4995/7000
0s - loss: 0.0362 - r_coeff: 0.4297 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3108 - val_success_ratio: 1.0000
Epoch 4996/7000
0s - loss: 0.0362 - r_coeff: 0.4297 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 4997/7000
0s - loss: 0.0362 - r_coeff: 0.4297 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3109 - val_success_ratio: 1.0000
Epoch 4998/7000
0s - loss: 0.0362 - r_coeff: 0.4297 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 4999/7000
0s - loss: 0.0362 - r_coeff: 0.4297 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3109 - val_success_ratio: 1.0000
Epoch 5000/7000
0s - loss: 0.0362 - r_coeff: 0.4297 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 5001/7000
0s - loss: 0.0362 - r_coeff: 0.4297 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3109 - val_success_ratio: 1.0000
Epoch 5002/7000
0s - loss: 0.0362 - r_coeff: 0.4298 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3118 - val_success_ratio: 1.0000
Epoch 5003/7000
0s - loss: 0.0362 - r_coeff: 0.4298 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3110 - val_success_ratio: 1.0000
Epoch 5004/7000
0s - loss: 0.0362 - r_coeff: 0.4298 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3118 - val_success_ratio: 1.0000
Epoch 5005/7000
0s - loss: 0.0362 - r_coeff: 0.4298 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3110 - val_success_ratio: 1.0000
Epoch 5006/7000
0s - loss: 0.0362 - r_coeff: 0.4298 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3118 - val_success_ratio: 1.0000
Epoch 5007/7000
0s - loss: 0.0362 - r_coeff: 0.4298 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3110 - val_success_ratio: 1.0000
Epoch 5008/7000
0s - loss: 0.0362 - r_coeff: 0.4299 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5009/7000
0s - loss: 0.0362 - r_coeff: 0.4299 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3110 - val_success_ratio: 1.0000
Epoch 5010/7000
0s - loss: 0.0362 - r_coeff: 0.4299 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5011/7000
0s - loss: 0.0362 - r_coeff: 0.4299 - success_ratio: 1.0000 - val_loss: 0.0334 - val_r_coeff: 0.3111 - val_success_ratio: 1.0000
Epoch 5012/7000
0s - loss: 0.0362 - r_coeff: 0.4299 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5013/7000
0s - loss: 0.0362 - r_coeff: 0.4299 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3111 - val_success_ratio: 1.0000
Epoch 5014/7000
0s - loss: 0.0362 - r_coeff: 0.4300 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5015/7000
0s - loss: 0.0362 - r_coeff: 0.4300 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3111 - val_success_ratio: 1.0000
Epoch 5016/7000
0s - loss: 0.0362 - r_coeff: 0.4300 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3120 - val_success_ratio: 1.0000
Epoch 5017/7000
0s - loss: 0.0362 - r_coeff: 0.4300 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3112 - val_success_ratio: 1.0000
Epoch 5018/7000
0s - loss: 0.0362 - r_coeff: 0.4300 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3120 - val_success_ratio: 1.0000
Epoch 5019/7000
0s - loss: 0.0362 - r_coeff: 0.4300 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3112 - val_success_ratio: 1.0000
Epoch 5020/7000
0s - loss: 0.0362 - r_coeff: 0.4300 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3120 - val_success_ratio: 1.0000
Epoch 5021/7000
0s - loss: 0.0362 - r_coeff: 0.4301 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3112 - val_success_ratio: 1.0000
Epoch 5022/7000
0s - loss: 0.0362 - r_coeff: 0.4301 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5023/7000
0s - loss: 0.0362 - r_coeff: 0.4301 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3112 - val_success_ratio: 1.0000
Epoch 5024/7000
0s - loss: 0.0362 - r_coeff: 0.4301 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5025/7000
0s - loss: 0.0362 - r_coeff: 0.4301 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 5026/7000
0s - loss: 0.0362 - r_coeff: 0.4301 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5027/7000
0s - loss: 0.0362 - r_coeff: 0.4302 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 5028/7000
0s - loss: 0.0362 - r_coeff: 0.4302 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5029/7000
0s - loss: 0.0362 - r_coeff: 0.4302 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 5030/7000
0s - loss: 0.0362 - r_coeff: 0.4302 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3122 - val_success_ratio: 1.0000
Epoch 5031/7000
0s - loss: 0.0362 - r_coeff: 0.4302 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3113 - val_success_ratio: 1.0000
Epoch 5032/7000
0s - loss: 0.0362 - r_coeff: 0.4302 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3122 - val_success_ratio: 1.0000
Epoch 5033/7000
0s - loss: 0.0362 - r_coeff: 0.4302 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3114 - val_success_ratio: 1.0000
Epoch 5034/7000
0s - loss: 0.0362 - r_coeff: 0.4303 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3122 - val_success_ratio: 1.0000
Epoch 5035/7000
0s - loss: 0.0362 - r_coeff: 0.4303 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3114 - val_success_ratio: 1.0000
Epoch 5036/7000
0s - loss: 0.0362 - r_coeff: 0.4303 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5037/7000
0s - loss: 0.0362 - r_coeff: 0.4303 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3114 - val_success_ratio: 1.0000
Epoch 5038/7000
0s - loss: 0.0362 - r_coeff: 0.4303 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5039/7000
0s - loss: 0.0362 - r_coeff: 0.4303 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 5040/7000
0s - loss: 0.0362 - r_coeff: 0.4304 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5041/7000
0s - loss: 0.0362 - r_coeff: 0.4304 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 5042/7000
0s - loss: 0.0362 - r_coeff: 0.4304 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5043/7000
0s - loss: 0.0362 - r_coeff: 0.4304 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 5044/7000
0s - loss: 0.0362 - r_coeff: 0.4304 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3124 - val_success_ratio: 1.0000
Epoch 5045/7000
0s - loss: 0.0362 - r_coeff: 0.4304 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3115 - val_success_ratio: 1.0000
Epoch 5046/7000
0s - loss: 0.0362 - r_coeff: 0.4304 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3124 - val_success_ratio: 1.0000
Epoch 5047/7000
0s - loss: 0.0362 - r_coeff: 0.4305 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3116 - val_success_ratio: 1.0000
Epoch 5048/7000
0s - loss: 0.0362 - r_coeff: 0.4305 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3124 - val_success_ratio: 1.0000
Epoch 5049/7000
0s - loss: 0.0361 - r_coeff: 0.4305 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3116 - val_success_ratio: 1.0000
Epoch 5050/7000
0s - loss: 0.0361 - r_coeff: 0.4305 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3124 - val_success_ratio: 1.0000
Epoch 5051/7000
0s - loss: 0.0361 - r_coeff: 0.4305 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3116 - val_success_ratio: 1.0000
Epoch 5052/7000
0s - loss: 0.0361 - r_coeff: 0.4305 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3125 - val_success_ratio: 1.0000
Epoch 5053/7000
0s - loss: 0.0361 - r_coeff: 0.4306 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 5054/7000
0s - loss: 0.0361 - r_coeff: 0.4306 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3125 - val_success_ratio: 1.0000
Epoch 5055/7000
0s - loss: 0.0361 - r_coeff: 0.4306 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 5056/7000
0s - loss: 0.0361 - r_coeff: 0.4306 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3125 - val_success_ratio: 1.0000
Epoch 5057/7000
0s - loss: 0.0361 - r_coeff: 0.4306 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 5058/7000
0s - loss: 0.0361 - r_coeff: 0.4306 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5059/7000
0s - loss: 0.0361 - r_coeff: 0.4306 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3117 - val_success_ratio: 1.0000
Epoch 5060/7000
0s - loss: 0.0361 - r_coeff: 0.4307 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5061/7000
0s - loss: 0.0361 - r_coeff: 0.4307 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3118 - val_success_ratio: 1.0000
Epoch 5062/7000
0s - loss: 0.0361 - r_coeff: 0.4307 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5063/7000
0s - loss: 0.0361 - r_coeff: 0.4307 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3118 - val_success_ratio: 1.0000
Epoch 5064/7000
0s - loss: 0.0361 - r_coeff: 0.4307 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5065/7000
0s - loss: 0.0361 - r_coeff: 0.4307 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3118 - val_success_ratio: 1.0000
Epoch 5066/7000
0s - loss: 0.0361 - r_coeff: 0.4308 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5067/7000
0s - loss: 0.0361 - r_coeff: 0.4308 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3118 - val_success_ratio: 1.0000
Epoch 5068/7000
0s - loss: 0.0361 - r_coeff: 0.4308 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5069/7000
0s - loss: 0.0361 - r_coeff: 0.4308 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5070/7000
0s - loss: 0.0361 - r_coeff: 0.4308 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5071/7000
0s - loss: 0.0361 - r_coeff: 0.4308 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5072/7000
0s - loss: 0.0361 - r_coeff: 0.4308 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5073/7000
0s - loss: 0.0361 - r_coeff: 0.4309 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5074/7000
0s - loss: 0.0361 - r_coeff: 0.4309 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5075/7000
0s - loss: 0.0361 - r_coeff: 0.4309 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3119 - val_success_ratio: 1.0000
Epoch 5076/7000
0s - loss: 0.0361 - r_coeff: 0.4309 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5077/7000
0s - loss: 0.0361 - r_coeff: 0.4309 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3120 - val_success_ratio: 1.0000
Epoch 5078/7000
0s - loss: 0.0361 - r_coeff: 0.4309 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5079/7000
0s - loss: 0.0361 - r_coeff: 0.4310 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3120 - val_success_ratio: 1.0000
Epoch 5080/7000
0s - loss: 0.0361 - r_coeff: 0.4310 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5081/7000
0s - loss: 0.0361 - r_coeff: 0.4310 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3120 - val_success_ratio: 1.0000
Epoch 5082/7000
0s - loss: 0.0361 - r_coeff: 0.4310 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3129 - val_success_ratio: 1.0000
Epoch 5083/7000
0s - loss: 0.0361 - r_coeff: 0.4310 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5084/7000
0s - loss: 0.0361 - r_coeff: 0.4310 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3129 - val_success_ratio: 1.0000
Epoch 5085/7000
0s - loss: 0.0361 - r_coeff: 0.4310 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5086/7000
0s - loss: 0.0361 - r_coeff: 0.4311 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3129 - val_success_ratio: 1.0000
Epoch 5087/7000
0s - loss: 0.0361 - r_coeff: 0.4311 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5088/7000
0s - loss: 0.0361 - r_coeff: 0.4311 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5089/7000
0s - loss: 0.0361 - r_coeff: 0.4311 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3121 - val_success_ratio: 1.0000
Epoch 5090/7000
0s - loss: 0.0361 - r_coeff: 0.4311 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5091/7000
0s - loss: 0.0361 - r_coeff: 0.4311 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3122 - val_success_ratio: 1.0000
Epoch 5092/7000
0s - loss: 0.0361 - r_coeff: 0.4311 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5093/7000
0s - loss: 0.0361 - r_coeff: 0.4312 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3122 - val_success_ratio: 1.0000
Epoch 5094/7000
0s - loss: 0.0361 - r_coeff: 0.4312 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5095/7000
0s - loss: 0.0361 - r_coeff: 0.4312 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3122 - val_success_ratio: 1.0000
Epoch 5096/7000
0s - loss: 0.0361 - r_coeff: 0.4312 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5097/7000
0s - loss: 0.0361 - r_coeff: 0.4312 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3122 - val_success_ratio: 1.0000
Epoch 5098/7000
0s - loss: 0.0361 - r_coeff: 0.4312 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5099/7000
0s - loss: 0.0361 - r_coeff: 0.4313 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5100/7000
0s - loss: 0.0361 - r_coeff: 0.4313 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5101/7000
0s - loss: 0.0361 - r_coeff: 0.4313 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5102/7000
0s - loss: 0.0361 - r_coeff: 0.4313 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5103/7000
0s - loss: 0.0361 - r_coeff: 0.4313 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5104/7000
0s - loss: 0.0361 - r_coeff: 0.4313 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5105/7000
0s - loss: 0.0361 - r_coeff: 0.4313 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3123 - val_success_ratio: 1.0000
Epoch 5106/7000
0s - loss: 0.0361 - r_coeff: 0.4314 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5107/7000
0s - loss: 0.0361 - r_coeff: 0.4314 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3124 - val_success_ratio: 1.0000
Epoch 5108/7000
0s - loss: 0.0361 - r_coeff: 0.4314 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5109/7000
0s - loss: 0.0361 - r_coeff: 0.4314 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3124 - val_success_ratio: 1.0000
Epoch 5110/7000
0s - loss: 0.0361 - r_coeff: 0.4314 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5111/7000
0s - loss: 0.0361 - r_coeff: 0.4314 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3124 - val_success_ratio: 1.0000
Epoch 5112/7000
0s - loss: 0.0361 - r_coeff: 0.4315 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5113/7000
0s - loss: 0.0361 - r_coeff: 0.4315 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3125 - val_success_ratio: 1.0000
Epoch 5114/7000
0s - loss: 0.0361 - r_coeff: 0.4315 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5115/7000
0s - loss: 0.0361 - r_coeff: 0.4315 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3125 - val_success_ratio: 1.0000
Epoch 5116/7000
0s - loss: 0.0361 - r_coeff: 0.4315 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5117/7000
0s - loss: 0.0361 - r_coeff: 0.4315 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3125 - val_success_ratio: 1.0000
Epoch 5118/7000
0s - loss: 0.0361 - r_coeff: 0.4315 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5119/7000
0s - loss: 0.0361 - r_coeff: 0.4316 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3125 - val_success_ratio: 1.0000
Epoch 5120/7000
0s - loss: 0.0361 - r_coeff: 0.4316 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5121/7000
0s - loss: 0.0361 - r_coeff: 0.4316 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5122/7000
0s - loss: 0.0361 - r_coeff: 0.4316 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5123/7000
0s - loss: 0.0361 - r_coeff: 0.4316 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5124/7000
0s - loss: 0.0361 - r_coeff: 0.4316 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5125/7000
0s - loss: 0.0361 - r_coeff: 0.4317 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5126/7000
0s - loss: 0.0361 - r_coeff: 0.4317 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5127/7000
0s - loss: 0.0361 - r_coeff: 0.4317 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3126 - val_success_ratio: 1.0000
Epoch 5128/7000
0s - loss: 0.0361 - r_coeff: 0.4317 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5129/7000
0s - loss: 0.0361 - r_coeff: 0.4317 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5130/7000
0s - loss: 0.0361 - r_coeff: 0.4317 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5131/7000
0s - loss: 0.0361 - r_coeff: 0.4317 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5132/7000
0s - loss: 0.0361 - r_coeff: 0.4318 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5133/7000
0s - loss: 0.0361 - r_coeff: 0.4318 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5134/7000
0s - loss: 0.0361 - r_coeff: 0.4318 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5135/7000
0s - loss: 0.0361 - r_coeff: 0.4318 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3127 - val_success_ratio: 1.0000
Epoch 5136/7000
0s - loss: 0.0361 - r_coeff: 0.4318 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5137/7000
0s - loss: 0.0361 - r_coeff: 0.4318 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5138/7000
0s - loss: 0.0361 - r_coeff: 0.4318 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5139/7000
0s - loss: 0.0361 - r_coeff: 0.4319 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5140/7000
0s - loss: 0.0361 - r_coeff: 0.4319 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5141/7000
0s - loss: 0.0361 - r_coeff: 0.4319 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5142/7000
0s - loss: 0.0361 - r_coeff: 0.4319 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5143/7000
0s - loss: 0.0361 - r_coeff: 0.4319 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3128 - val_success_ratio: 1.0000
Epoch 5144/7000
0s - loss: 0.0361 - r_coeff: 0.4319 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5145/7000
0s - loss: 0.0361 - r_coeff: 0.4320 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3129 - val_success_ratio: 1.0000
Epoch 5146/7000
0s - loss: 0.0361 - r_coeff: 0.4320 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5147/7000
0s - loss: 0.0361 - r_coeff: 0.4320 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3129 - val_success_ratio: 1.0000
Epoch 5148/7000
0s - loss: 0.0361 - r_coeff: 0.4320 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5149/7000
0s - loss: 0.0361 - r_coeff: 0.4320 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3129 - val_success_ratio: 1.0000
Epoch 5150/7000
0s - loss: 0.0361 - r_coeff: 0.4320 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5151/7000
0s - loss: 0.0361 - r_coeff: 0.4320 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3129 - val_success_ratio: 1.0000
Epoch 5152/7000
0s - loss: 0.0361 - r_coeff: 0.4321 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5153/7000
0s - loss: 0.0360 - r_coeff: 0.4321 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5154/7000
0s - loss: 0.0360 - r_coeff: 0.4321 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5155/7000
0s - loss: 0.0360 - r_coeff: 0.4321 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5156/7000
0s - loss: 0.0360 - r_coeff: 0.4321 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5157/7000
0s - loss: 0.0360 - r_coeff: 0.4321 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5158/7000
0s - loss: 0.0360 - r_coeff: 0.4321 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5159/7000
0s - loss: 0.0360 - r_coeff: 0.4322 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3130 - val_success_ratio: 1.0000
Epoch 5160/7000
0s - loss: 0.0360 - r_coeff: 0.4322 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5161/7000
0s - loss: 0.0360 - r_coeff: 0.4322 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5162/7000
0s - loss: 0.0360 - r_coeff: 0.4322 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5163/7000
0s - loss: 0.0360 - r_coeff: 0.4322 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5164/7000
0s - loss: 0.0360 - r_coeff: 0.4322 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5165/7000
0s - loss: 0.0360 - r_coeff: 0.4323 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5166/7000
0s - loss: 0.0360 - r_coeff: 0.4323 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5167/7000
0s - loss: 0.0360 - r_coeff: 0.4323 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3131 - val_success_ratio: 1.0000
Epoch 5168/7000
0s - loss: 0.0360 - r_coeff: 0.4323 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5169/7000
0s - loss: 0.0360 - r_coeff: 0.4323 - success_ratio: 1.0000 - val_loss: 0.0333 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5170/7000
0s - loss: 0.0360 - r_coeff: 0.4323 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5171/7000
0s - loss: 0.0360 - r_coeff: 0.4323 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5172/7000
0s - loss: 0.0360 - r_coeff: 0.4324 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5173/7000
0s - loss: 0.0360 - r_coeff: 0.4324 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5174/7000
0s - loss: 0.0360 - r_coeff: 0.4324 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5175/7000
0s - loss: 0.0360 - r_coeff: 0.4324 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3132 - val_success_ratio: 1.0000
Epoch 5176/7000
0s - loss: 0.0360 - r_coeff: 0.4324 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5177/7000
0s - loss: 0.0360 - r_coeff: 0.4324 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5178/7000
0s - loss: 0.0360 - r_coeff: 0.4324 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5179/7000
0s - loss: 0.0360 - r_coeff: 0.4325 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5180/7000
0s - loss: 0.0360 - r_coeff: 0.4325 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5181/7000
0s - loss: 0.0360 - r_coeff: 0.4325 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5182/7000
0s - loss: 0.0360 - r_coeff: 0.4325 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5183/7000
0s - loss: 0.0360 - r_coeff: 0.4325 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3133 - val_success_ratio: 1.0000
Epoch 5184/7000
0s - loss: 0.0360 - r_coeff: 0.4325 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5185/7000
0s - loss: 0.0360 - r_coeff: 0.4326 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5186/7000
0s - loss: 0.0360 - r_coeff: 0.4326 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5187/7000
0s - loss: 0.0360 - r_coeff: 0.4326 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5188/7000
0s - loss: 0.0360 - r_coeff: 0.4326 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5189/7000
0s - loss: 0.0360 - r_coeff: 0.4326 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5190/7000
0s - loss: 0.0360 - r_coeff: 0.4326 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5191/7000
0s - loss: 0.0360 - r_coeff: 0.4326 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3134 - val_success_ratio: 1.0000
Epoch 5192/7000
0s - loss: 0.0360 - r_coeff: 0.4327 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5193/7000
0s - loss: 0.0360 - r_coeff: 0.4327 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5194/7000
0s - loss: 0.0360 - r_coeff: 0.4327 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5195/7000
0s - loss: 0.0360 - r_coeff: 0.4327 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5196/7000
0s - loss: 0.0360 - r_coeff: 0.4327 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5197/7000
0s - loss: 0.0360 - r_coeff: 0.4327 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5198/7000
0s - loss: 0.0360 - r_coeff: 0.4327 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5199/7000
0s - loss: 0.0360 - r_coeff: 0.4328 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5200/7000
0s - loss: 0.0360 - r_coeff: 0.4328 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5201/7000
0s - loss: 0.0360 - r_coeff: 0.4328 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3135 - val_success_ratio: 1.0000
Epoch 5202/7000
0s - loss: 0.0360 - r_coeff: 0.4328 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5203/7000
0s - loss: 0.0360 - r_coeff: 0.4328 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5204/7000
0s - loss: 0.0360 - r_coeff: 0.4328 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5205/7000
0s - loss: 0.0360 - r_coeff: 0.4328 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5206/7000
0s - loss: 0.0360 - r_coeff: 0.4329 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5207/7000
0s - loss: 0.0360 - r_coeff: 0.4329 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5208/7000
0s - loss: 0.0360 - r_coeff: 0.4329 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5209/7000
0s - loss: 0.0360 - r_coeff: 0.4329 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3136 - val_success_ratio: 1.0000
Epoch 5210/7000
0s - loss: 0.0360 - r_coeff: 0.4329 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5211/7000
0s - loss: 0.0360 - r_coeff: 0.4329 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5212/7000
0s - loss: 0.0360 - r_coeff: 0.4330 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5213/7000
0s - loss: 0.0360 - r_coeff: 0.4330 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5214/7000
0s - loss: 0.0360 - r_coeff: 0.4330 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5215/7000
0s - loss: 0.0360 - r_coeff: 0.4330 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5216/7000
0s - loss: 0.0360 - r_coeff: 0.4330 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5217/7000
0s - loss: 0.0360 - r_coeff: 0.4330 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3137 - val_success_ratio: 1.0000
Epoch 5218/7000
0s - loss: 0.0360 - r_coeff: 0.4330 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5219/7000
0s - loss: 0.0360 - r_coeff: 0.4331 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5220/7000
0s - loss: 0.0360 - r_coeff: 0.4331 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5221/7000
0s - loss: 0.0360 - r_coeff: 0.4331 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5222/7000
0s - loss: 0.0360 - r_coeff: 0.4331 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5223/7000
0s - loss: 0.0360 - r_coeff: 0.4331 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5224/7000
0s - loss: 0.0360 - r_coeff: 0.4331 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5225/7000
0s - loss: 0.0360 - r_coeff: 0.4331 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3138 - val_success_ratio: 1.0000
Epoch 5226/7000
0s - loss: 0.0360 - r_coeff: 0.4332 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5227/7000
0s - loss: 0.0360 - r_coeff: 0.4332 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5228/7000
0s - loss: 0.0360 - r_coeff: 0.4332 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5229/7000
0s - loss: 0.0360 - r_coeff: 0.4332 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5230/7000
0s - loss: 0.0360 - r_coeff: 0.4332 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5231/7000
0s - loss: 0.0360 - r_coeff: 0.4332 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5232/7000
0s - loss: 0.0360 - r_coeff: 0.4332 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5233/7000
0s - loss: 0.0360 - r_coeff: 0.4333 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5234/7000
0s - loss: 0.0360 - r_coeff: 0.4333 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5235/7000
0s - loss: 0.0360 - r_coeff: 0.4333 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3139 - val_success_ratio: 1.0000
Epoch 5236/7000
0s - loss: 0.0360 - r_coeff: 0.4333 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5237/7000
0s - loss: 0.0360 - r_coeff: 0.4333 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5238/7000
0s - loss: 0.0360 - r_coeff: 0.4333 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5239/7000
0s - loss: 0.0360 - r_coeff: 0.4333 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5240/7000
0s - loss: 0.0360 - r_coeff: 0.4334 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5241/7000
0s - loss: 0.0360 - r_coeff: 0.4334 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5242/7000
0s - loss: 0.0360 - r_coeff: 0.4334 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5243/7000
0s - loss: 0.0360 - r_coeff: 0.4334 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3140 - val_success_ratio: 1.0000
Epoch 5244/7000
0s - loss: 0.0360 - r_coeff: 0.4334 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5245/7000
0s - loss: 0.0360 - r_coeff: 0.4334 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5246/7000
0s - loss: 0.0360 - r_coeff: 0.4335 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5247/7000
0s - loss: 0.0360 - r_coeff: 0.4335 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5248/7000
0s - loss: 0.0360 - r_coeff: 0.4335 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5249/7000
0s - loss: 0.0360 - r_coeff: 0.4335 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5250/7000
0s - loss: 0.0360 - r_coeff: 0.4335 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5251/7000
0s - loss: 0.0360 - r_coeff: 0.4335 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3141 - val_success_ratio: 1.0000
Epoch 5252/7000
0s - loss: 0.0360 - r_coeff: 0.4335 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5253/7000
0s - loss: 0.0360 - r_coeff: 0.4336 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5254/7000
0s - loss: 0.0360 - r_coeff: 0.4336 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5255/7000
0s - loss: 0.0360 - r_coeff: 0.4336 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5256/7000
0s - loss: 0.0360 - r_coeff: 0.4336 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5257/7000
0s - loss: 0.0360 - r_coeff: 0.4336 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5258/7000
0s - loss: 0.0360 - r_coeff: 0.4336 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5259/7000
0s - loss: 0.0359 - r_coeff: 0.4336 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5260/7000
0s - loss: 0.0359 - r_coeff: 0.4337 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5261/7000
0s - loss: 0.0359 - r_coeff: 0.4337 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3142 - val_success_ratio: 1.0000
Epoch 5262/7000
0s - loss: 0.0359 - r_coeff: 0.4337 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5263/7000
0s - loss: 0.0359 - r_coeff: 0.4337 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5264/7000
0s - loss: 0.0359 - r_coeff: 0.4337 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5265/7000
0s - loss: 0.0359 - r_coeff: 0.4337 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5266/7000
0s - loss: 0.0359 - r_coeff: 0.4337 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5267/7000
0s - loss: 0.0359 - r_coeff: 0.4338 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5268/7000
0s - loss: 0.0359 - r_coeff: 0.4338 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5269/7000
0s - loss: 0.0359 - r_coeff: 0.4338 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3143 - val_success_ratio: 1.0000
Epoch 5270/7000
0s - loss: 0.0359 - r_coeff: 0.4338 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5271/7000
0s - loss: 0.0359 - r_coeff: 0.4338 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5272/7000
0s - loss: 0.0359 - r_coeff: 0.4338 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5273/7000
0s - loss: 0.0359 - r_coeff: 0.4338 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5274/7000
0s - loss: 0.0359 - r_coeff: 0.4339 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5275/7000
0s - loss: 0.0359 - r_coeff: 0.4339 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5276/7000
0s - loss: 0.0359 - r_coeff: 0.4339 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5277/7000
0s - loss: 0.0359 - r_coeff: 0.4339 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5278/7000
0s - loss: 0.0359 - r_coeff: 0.4339 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5279/7000
0s - loss: 0.0359 - r_coeff: 0.4339 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3144 - val_success_ratio: 1.0000
Epoch 5280/7000
0s - loss: 0.0359 - r_coeff: 0.4339 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5281/7000
0s - loss: 0.0359 - r_coeff: 0.4340 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5282/7000
0s - loss: 0.0359 - r_coeff: 0.4340 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5283/7000
0s - loss: 0.0359 - r_coeff: 0.4340 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5284/7000
0s - loss: 0.0359 - r_coeff: 0.4340 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5285/7000
0s - loss: 0.0359 - r_coeff: 0.4340 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5286/7000
0s - loss: 0.0359 - r_coeff: 0.4340 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5287/7000
0s - loss: 0.0359 - r_coeff: 0.4341 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3145 - val_success_ratio: 1.0000
Epoch 5288/7000
0s - loss: 0.0359 - r_coeff: 0.4341 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5289/7000
0s - loss: 0.0359 - r_coeff: 0.4341 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5290/7000
0s - loss: 0.0359 - r_coeff: 0.4341 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5291/7000
0s - loss: 0.0359 - r_coeff: 0.4341 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5292/7000
0s - loss: 0.0359 - r_coeff: 0.4341 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5293/7000
0s - loss: 0.0359 - r_coeff: 0.4341 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5294/7000
0s - loss: 0.0359 - r_coeff: 0.4342 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5295/7000
0s - loss: 0.0359 - r_coeff: 0.4342 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5296/7000
0s - loss: 0.0359 - r_coeff: 0.4342 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5297/7000
0s - loss: 0.0359 - r_coeff: 0.4342 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3146 - val_success_ratio: 1.0000
Epoch 5298/7000
0s - loss: 0.0359 - r_coeff: 0.4342 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5299/7000
0s - loss: 0.0359 - r_coeff: 0.4342 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5300/7000
0s - loss: 0.0359 - r_coeff: 0.4342 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5301/7000
0s - loss: 0.0359 - r_coeff: 0.4343 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5302/7000
0s - loss: 0.0359 - r_coeff: 0.4343 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5303/7000
0s - loss: 0.0359 - r_coeff: 0.4343 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5304/7000
0s - loss: 0.0359 - r_coeff: 0.4343 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5305/7000
0s - loss: 0.0359 - r_coeff: 0.4343 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3147 - val_success_ratio: 1.0000
Epoch 5306/7000
0s - loss: 0.0359 - r_coeff: 0.4343 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5307/7000
0s - loss: 0.0359 - r_coeff: 0.4343 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5308/7000
0s - loss: 0.0359 - r_coeff: 0.4344 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5309/7000
0s - loss: 0.0359 - r_coeff: 0.4344 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5310/7000
0s - loss: 0.0359 - r_coeff: 0.4344 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5311/7000
0s - loss: 0.0359 - r_coeff: 0.4344 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5312/7000
0s - loss: 0.0359 - r_coeff: 0.4344 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5313/7000
0s - loss: 0.0359 - r_coeff: 0.4344 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5314/7000
0s - loss: 0.0359 - r_coeff: 0.4344 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5315/7000
0s - loss: 0.0359 - r_coeff: 0.4345 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3148 - val_success_ratio: 1.0000
Epoch 5316/7000
0s - loss: 0.0359 - r_coeff: 0.4345 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5317/7000
0s - loss: 0.0359 - r_coeff: 0.4345 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5318/7000
0s - loss: 0.0359 - r_coeff: 0.4345 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5319/7000
0s - loss: 0.0359 - r_coeff: 0.4345 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5320/7000
0s - loss: 0.0359 - r_coeff: 0.4345 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5321/7000
0s - loss: 0.0359 - r_coeff: 0.4345 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5322/7000
0s - loss: 0.0359 - r_coeff: 0.4346 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5323/7000
0s - loss: 0.0359 - r_coeff: 0.4346 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5324/7000
0s - loss: 0.0359 - r_coeff: 0.4346 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5325/7000
0s - loss: 0.0359 - r_coeff: 0.4346 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3149 - val_success_ratio: 1.0000
Epoch 5326/7000
0s - loss: 0.0359 - r_coeff: 0.4346 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5327/7000
0s - loss: 0.0359 - r_coeff: 0.4346 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5328/7000
0s - loss: 0.0359 - r_coeff: 0.4346 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5329/7000
0s - loss: 0.0359 - r_coeff: 0.4347 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5330/7000
0s - loss: 0.0359 - r_coeff: 0.4347 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5331/7000
0s - loss: 0.0359 - r_coeff: 0.4347 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5332/7000
0s - loss: 0.0359 - r_coeff: 0.4347 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5333/7000
0s - loss: 0.0359 - r_coeff: 0.4347 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5334/7000
0s - loss: 0.0359 - r_coeff: 0.4347 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5335/7000
0s - loss: 0.0359 - r_coeff: 0.4347 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3150 - val_success_ratio: 1.0000
Epoch 5336/7000
0s - loss: 0.0359 - r_coeff: 0.4348 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5337/7000
0s - loss: 0.0359 - r_coeff: 0.4348 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5338/7000
0s - loss: 0.0359 - r_coeff: 0.4348 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5339/7000
0s - loss: 0.0359 - r_coeff: 0.4348 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5340/7000
0s - loss: 0.0359 - r_coeff: 0.4348 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5341/7000
0s - loss: 0.0359 - r_coeff: 0.4348 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5342/7000
0s - loss: 0.0359 - r_coeff: 0.4348 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5343/7000
0s - loss: 0.0359 - r_coeff: 0.4349 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3151 - val_success_ratio: 1.0000
Epoch 5344/7000
0s - loss: 0.0359 - r_coeff: 0.4349 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5345/7000
0s - loss: 0.0359 - r_coeff: 0.4349 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5346/7000
0s - loss: 0.0359 - r_coeff: 0.4349 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5347/7000
0s - loss: 0.0359 - r_coeff: 0.4349 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5348/7000
0s - loss: 0.0359 - r_coeff: 0.4349 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5349/7000
0s - loss: 0.0359 - r_coeff: 0.4349 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5350/7000
0s - loss: 0.0359 - r_coeff: 0.4350 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5351/7000
0s - loss: 0.0359 - r_coeff: 0.4350 - success_ratio: 1.0000 - val_loss: 0.0332 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5352/7000
0s - loss: 0.0359 - r_coeff: 0.4350 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5353/7000
0s - loss: 0.0359 - r_coeff: 0.4350 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3152 - val_success_ratio: 1.0000
Epoch 5354/7000
0s - loss: 0.0359 - r_coeff: 0.4350 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5355/7000
0s - loss: 0.0359 - r_coeff: 0.4350 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5356/7000
0s - loss: 0.0359 - r_coeff: 0.4350 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5357/7000
0s - loss: 0.0359 - r_coeff: 0.4351 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5358/7000
0s - loss: 0.0359 - r_coeff: 0.4351 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5359/7000
0s - loss: 0.0359 - r_coeff: 0.4351 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5360/7000
0s - loss: 0.0359 - r_coeff: 0.4351 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5361/7000
0s - loss: 0.0359 - r_coeff: 0.4351 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5362/7000
0s - loss: 0.0359 - r_coeff: 0.4351 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5363/7000
0s - loss: 0.0359 - r_coeff: 0.4351 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3153 - val_success_ratio: 1.0000
Epoch 5364/7000
0s - loss: 0.0359 - r_coeff: 0.4352 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5365/7000
0s - loss: 0.0359 - r_coeff: 0.4352 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5366/7000
0s - loss: 0.0359 - r_coeff: 0.4352 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5367/7000
0s - loss: 0.0359 - r_coeff: 0.4352 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5368/7000
0s - loss: 0.0359 - r_coeff: 0.4352 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5369/7000
0s - loss: 0.0358 - r_coeff: 0.4352 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5370/7000
0s - loss: 0.0358 - r_coeff: 0.4352 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5371/7000
0s - loss: 0.0358 - r_coeff: 0.4353 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5372/7000
0s - loss: 0.0358 - r_coeff: 0.4353 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5373/7000
0s - loss: 0.0358 - r_coeff: 0.4353 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3154 - val_success_ratio: 1.0000
Epoch 5374/7000
0s - loss: 0.0358 - r_coeff: 0.4353 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5375/7000
0s - loss: 0.0358 - r_coeff: 0.4353 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5376/7000
0s - loss: 0.0358 - r_coeff: 0.4353 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5377/7000
0s - loss: 0.0358 - r_coeff: 0.4353 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5378/7000
0s - loss: 0.0358 - r_coeff: 0.4354 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5379/7000
0s - loss: 0.0358 - r_coeff: 0.4354 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5380/7000
0s - loss: 0.0358 - r_coeff: 0.4354 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5381/7000
0s - loss: 0.0358 - r_coeff: 0.4354 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5382/7000
0s - loss: 0.0358 - r_coeff: 0.4354 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5383/7000
0s - loss: 0.0358 - r_coeff: 0.4354 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3155 - val_success_ratio: 1.0000
Epoch 5384/7000
0s - loss: 0.0358 - r_coeff: 0.4354 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5385/7000
0s - loss: 0.0358 - r_coeff: 0.4355 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5386/7000
0s - loss: 0.0358 - r_coeff: 0.4355 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5387/7000
0s - loss: 0.0358 - r_coeff: 0.4355 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5388/7000
0s - loss: 0.0358 - r_coeff: 0.4355 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5389/7000
0s - loss: 0.0358 - r_coeff: 0.4355 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5390/7000
0s - loss: 0.0358 - r_coeff: 0.4355 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5391/7000
0s - loss: 0.0358 - r_coeff: 0.4355 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5392/7000
0s - loss: 0.0358 - r_coeff: 0.4356 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5393/7000
0s - loss: 0.0358 - r_coeff: 0.4356 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3156 - val_success_ratio: 1.0000
Epoch 5394/7000
0s - loss: 0.0358 - r_coeff: 0.4356 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5395/7000
0s - loss: 0.0358 - r_coeff: 0.4356 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5396/7000
0s - loss: 0.0358 - r_coeff: 0.4356 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5397/7000
0s - loss: 0.0358 - r_coeff: 0.4356 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5398/7000
0s - loss: 0.0358 - r_coeff: 0.4356 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5399/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5400/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5401/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5402/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5403/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3157 - val_success_ratio: 1.0000
Epoch 5404/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5405/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5406/7000
0s - loss: 0.0358 - r_coeff: 0.4357 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5407/7000
0s - loss: 0.0358 - r_coeff: 0.4358 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5408/7000
0s - loss: 0.0358 - r_coeff: 0.4358 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5409/7000
0s - loss: 0.0358 - r_coeff: 0.4358 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5410/7000
0s - loss: 0.0358 - r_coeff: 0.4358 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5411/7000
0s - loss: 0.0358 - r_coeff: 0.4358 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5412/7000
0s - loss: 0.0358 - r_coeff: 0.4358 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5413/7000
0s - loss: 0.0358 - r_coeff: 0.4358 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3158 - val_success_ratio: 1.0000
Epoch 5414/7000
0s - loss: 0.0358 - r_coeff: 0.4359 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5415/7000
0s - loss: 0.0358 - r_coeff: 0.4359 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5416/7000
0s - loss: 0.0358 - r_coeff: 0.4359 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5417/7000
0s - loss: 0.0358 - r_coeff: 0.4359 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5418/7000
0s - loss: 0.0358 - r_coeff: 0.4359 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5419/7000
0s - loss: 0.0358 - r_coeff: 0.4359 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5420/7000
0s - loss: 0.0358 - r_coeff: 0.4359 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5421/7000
0s - loss: 0.0358 - r_coeff: 0.4360 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5422/7000
0s - loss: 0.0358 - r_coeff: 0.4360 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5423/7000
0s - loss: 0.0358 - r_coeff: 0.4360 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3159 - val_success_ratio: 1.0000
Epoch 5424/7000
0s - loss: 0.0358 - r_coeff: 0.4360 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5425/7000
0s - loss: 0.0358 - r_coeff: 0.4360 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5426/7000
0s - loss: 0.0358 - r_coeff: 0.4360 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5427/7000
0s - loss: 0.0358 - r_coeff: 0.4360 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5428/7000
0s - loss: 0.0358 - r_coeff: 0.4361 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5429/7000
0s - loss: 0.0358 - r_coeff: 0.4361 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5430/7000
0s - loss: 0.0358 - r_coeff: 0.4361 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5431/7000
0s - loss: 0.0358 - r_coeff: 0.4361 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5432/7000
0s - loss: 0.0358 - r_coeff: 0.4361 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5433/7000
0s - loss: 0.0358 - r_coeff: 0.4361 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5434/7000
0s - loss: 0.0358 - r_coeff: 0.4361 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5435/7000
0s - loss: 0.0358 - r_coeff: 0.4362 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3160 - val_success_ratio: 1.0000
Epoch 5436/7000
0s - loss: 0.0358 - r_coeff: 0.4362 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5437/7000
0s - loss: 0.0358 - r_coeff: 0.4362 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5438/7000
0s - loss: 0.0358 - r_coeff: 0.4362 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5439/7000
0s - loss: 0.0358 - r_coeff: 0.4362 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5440/7000
0s - loss: 0.0358 - r_coeff: 0.4362 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5441/7000
0s - loss: 0.0358 - r_coeff: 0.4362 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5442/7000
0s - loss: 0.0358 - r_coeff: 0.4363 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5443/7000
0s - loss: 0.0358 - r_coeff: 0.4363 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5444/7000
0s - loss: 0.0358 - r_coeff: 0.4363 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5445/7000
0s - loss: 0.0358 - r_coeff: 0.4363 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3161 - val_success_ratio: 1.0000
Epoch 5446/7000
0s - loss: 0.0358 - r_coeff: 0.4363 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5447/7000
0s - loss: 0.0358 - r_coeff: 0.4363 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5448/7000
0s - loss: 0.0358 - r_coeff: 0.4363 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5449/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5450/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5451/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5452/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5453/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5454/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5455/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3162 - val_success_ratio: 1.0000
Epoch 5456/7000
0s - loss: 0.0358 - r_coeff: 0.4364 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5457/7000
0s - loss: 0.0358 - r_coeff: 0.4365 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5458/7000
0s - loss: 0.0358 - r_coeff: 0.4365 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5459/7000
0s - loss: 0.0358 - r_coeff: 0.4365 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5460/7000
0s - loss: 0.0358 - r_coeff: 0.4365 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5461/7000
0s - loss: 0.0358 - r_coeff: 0.4365 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5462/7000
0s - loss: 0.0358 - r_coeff: 0.4365 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5463/7000
0s - loss: 0.0358 - r_coeff: 0.4365 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5464/7000
0s - loss: 0.0358 - r_coeff: 0.4366 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5465/7000
0s - loss: 0.0358 - r_coeff: 0.4366 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5466/7000
0s - loss: 0.0358 - r_coeff: 0.4366 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5467/7000
0s - loss: 0.0358 - r_coeff: 0.4366 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3163 - val_success_ratio: 1.0000
Epoch 5468/7000
0s - loss: 0.0358 - r_coeff: 0.4366 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5469/7000
0s - loss: 0.0358 - r_coeff: 0.4366 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5470/7000
0s - loss: 0.0358 - r_coeff: 0.4366 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5471/7000
0s - loss: 0.0358 - r_coeff: 0.4367 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5472/7000
0s - loss: 0.0358 - r_coeff: 0.4367 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5473/7000
0s - loss: 0.0358 - r_coeff: 0.4367 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5474/7000
0s - loss: 0.0358 - r_coeff: 0.4367 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5475/7000
0s - loss: 0.0358 - r_coeff: 0.4367 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5476/7000
0s - loss: 0.0358 - r_coeff: 0.4367 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5477/7000
0s - loss: 0.0358 - r_coeff: 0.4367 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3164 - val_success_ratio: 1.0000
Epoch 5478/7000
0s - loss: 0.0358 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5479/7000
0s - loss: 0.0358 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5480/7000
0s - loss: 0.0358 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5481/7000
0s - loss: 0.0357 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5482/7000
0s - loss: 0.0357 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5483/7000
0s - loss: 0.0357 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5484/7000
0s - loss: 0.0357 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5485/7000
0s - loss: 0.0357 - r_coeff: 0.4368 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5486/7000
0s - loss: 0.0357 - r_coeff: 0.4369 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5487/7000
0s - loss: 0.0357 - r_coeff: 0.4369 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5488/7000
0s - loss: 0.0357 - r_coeff: 0.4369 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5489/7000
0s - loss: 0.0357 - r_coeff: 0.4369 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3165 - val_success_ratio: 1.0000
Epoch 5490/7000
0s - loss: 0.0357 - r_coeff: 0.4369 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5491/7000
0s - loss: 0.0357 - r_coeff: 0.4369 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5492/7000
0s - loss: 0.0357 - r_coeff: 0.4369 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5493/7000
0s - loss: 0.0357 - r_coeff: 0.4370 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5494/7000
0s - loss: 0.0357 - r_coeff: 0.4370 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5495/7000
0s - loss: 0.0357 - r_coeff: 0.4370 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5496/7000
0s - loss: 0.0357 - r_coeff: 0.4370 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5497/7000
0s - loss: 0.0357 - r_coeff: 0.4370 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5498/7000
0s - loss: 0.0357 - r_coeff: 0.4370 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5499/7000
0s - loss: 0.0357 - r_coeff: 0.4370 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3166 - val_success_ratio: 1.0000
Epoch 5500/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5501/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5502/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5503/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5504/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5505/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5506/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5507/7000
0s - loss: 0.0357 - r_coeff: 0.4371 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5508/7000
0s - loss: 0.0357 - r_coeff: 0.4372 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5509/7000
0s - loss: 0.0357 - r_coeff: 0.4372 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5510/7000
0s - loss: 0.0357 - r_coeff: 0.4372 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5511/7000
0s - loss: 0.0357 - r_coeff: 0.4372 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3167 - val_success_ratio: 1.0000
Epoch 5512/7000
0s - loss: 0.0357 - r_coeff: 0.4372 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5513/7000
0s - loss: 0.0357 - r_coeff: 0.4372 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5514/7000
0s - loss: 0.0357 - r_coeff: 0.4372 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5515/7000
0s - loss: 0.0357 - r_coeff: 0.4373 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5516/7000
0s - loss: 0.0357 - r_coeff: 0.4373 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5517/7000
0s - loss: 0.0357 - r_coeff: 0.4373 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5518/7000
0s - loss: 0.0357 - r_coeff: 0.4373 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5519/7000
0s - loss: 0.0357 - r_coeff: 0.4373 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5520/7000
0s - loss: 0.0357 - r_coeff: 0.4373 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5521/7000
0s - loss: 0.0357 - r_coeff: 0.4373 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5522/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5523/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3168 - val_success_ratio: 1.0000
Epoch 5524/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5525/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5526/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5527/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5528/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5529/7000
0s - loss: 0.0357 - r_coeff: 0.4374 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5530/7000
0s - loss: 0.0357 - r_coeff: 0.4375 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5531/7000
0s - loss: 0.0357 - r_coeff: 0.4375 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5532/7000
0s - loss: 0.0357 - r_coeff: 0.4375 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5533/7000
0s - loss: 0.0357 - r_coeff: 0.4375 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5534/7000
0s - loss: 0.0357 - r_coeff: 0.4375 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5535/7000
0s - loss: 0.0357 - r_coeff: 0.4375 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3169 - val_success_ratio: 1.0000
Epoch 5536/7000
0s - loss: 0.0357 - r_coeff: 0.4375 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5537/7000
0s - loss: 0.0357 - r_coeff: 0.4376 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5538/7000
0s - loss: 0.0357 - r_coeff: 0.4376 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5539/7000
0s - loss: 0.0357 - r_coeff: 0.4376 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5540/7000
0s - loss: 0.0357 - r_coeff: 0.4376 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5541/7000
0s - loss: 0.0357 - r_coeff: 0.4376 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5542/7000
0s - loss: 0.0357 - r_coeff: 0.4376 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5543/7000
0s - loss: 0.0357 - r_coeff: 0.4376 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5544/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5545/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3170 - val_success_ratio: 1.0000
Epoch 5546/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5547/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5548/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5549/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5550/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5551/7000
0s - loss: 0.0357 - r_coeff: 0.4377 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5552/7000
0s - loss: 0.0357 - r_coeff: 0.4378 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5553/7000
0s - loss: 0.0357 - r_coeff: 0.4378 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5554/7000
0s - loss: 0.0357 - r_coeff: 0.4378 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5555/7000
0s - loss: 0.0357 - r_coeff: 0.4378 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5556/7000
0s - loss: 0.0357 - r_coeff: 0.4378 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5557/7000
0s - loss: 0.0357 - r_coeff: 0.4378 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3171 - val_success_ratio: 1.0000
Epoch 5558/7000
0s - loss: 0.0357 - r_coeff: 0.4378 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5559/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5560/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5561/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5562/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5563/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5564/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5565/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5566/7000
0s - loss: 0.0357 - r_coeff: 0.4379 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5567/7000
0s - loss: 0.0357 - r_coeff: 0.4380 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5568/7000
0s - loss: 0.0357 - r_coeff: 0.4380 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5569/7000
0s - loss: 0.0357 - r_coeff: 0.4380 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3172 - val_success_ratio: 1.0000
Epoch 5570/7000
0s - loss: 0.0357 - r_coeff: 0.4380 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5571/7000
0s - loss: 0.0357 - r_coeff: 0.4380 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5572/7000
0s - loss: 0.0357 - r_coeff: 0.4380 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5573/7000
0s - loss: 0.0357 - r_coeff: 0.4380 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5574/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5575/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0331 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5576/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5577/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5578/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5579/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5580/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5581/7000
0s - loss: 0.0357 - r_coeff: 0.4381 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3173 - val_success_ratio: 1.0000
Epoch 5582/7000
0s - loss: 0.0357 - r_coeff: 0.4382 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5583/7000
0s - loss: 0.0357 - r_coeff: 0.4382 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5584/7000
0s - loss: 0.0357 - r_coeff: 0.4382 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5585/7000
0s - loss: 0.0357 - r_coeff: 0.4382 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5586/7000
0s - loss: 0.0357 - r_coeff: 0.4382 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5587/7000
0s - loss: 0.0357 - r_coeff: 0.4382 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5588/7000
0s - loss: 0.0357 - r_coeff: 0.4382 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5589/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5590/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5591/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5592/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5593/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5594/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5595/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3174 - val_success_ratio: 1.0000
Epoch 5596/7000
0s - loss: 0.0357 - r_coeff: 0.4383 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5597/7000
0s - loss: 0.0357 - r_coeff: 0.4384 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5598/7000
0s - loss: 0.0356 - r_coeff: 0.4384 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5599/7000
0s - loss: 0.0356 - r_coeff: 0.4384 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5600/7000
0s - loss: 0.0356 - r_coeff: 0.4384 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5601/7000
0s - loss: 0.0356 - r_coeff: 0.4384 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5602/7000
0s - loss: 0.0356 - r_coeff: 0.4384 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5603/7000
0s - loss: 0.0356 - r_coeff: 0.4384 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5604/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5605/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5606/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5607/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3175 - val_success_ratio: 1.0000
Epoch 5608/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5609/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5610/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5611/7000
0s - loss: 0.0356 - r_coeff: 0.4385 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5612/7000
0s - loss: 0.0356 - r_coeff: 0.4386 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5613/7000
0s - loss: 0.0356 - r_coeff: 0.4386 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5614/7000
0s - loss: 0.0356 - r_coeff: 0.4386 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5615/7000
0s - loss: 0.0356 - r_coeff: 0.4386 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5616/7000
0s - loss: 0.0356 - r_coeff: 0.4386 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5617/7000
0s - loss: 0.0356 - r_coeff: 0.4386 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5618/7000
0s - loss: 0.0356 - r_coeff: 0.4386 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5619/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3176 - val_success_ratio: 1.0000
Epoch 5620/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5621/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5622/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5623/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5624/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5625/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5626/7000
0s - loss: 0.0356 - r_coeff: 0.4387 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5627/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5628/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5629/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5630/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5631/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3177 - val_success_ratio: 1.0000
Epoch 5632/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5633/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5634/7000
0s - loss: 0.0356 - r_coeff: 0.4388 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5635/7000
0s - loss: 0.0356 - r_coeff: 0.4389 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5636/7000
0s - loss: 0.0356 - r_coeff: 0.4389 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5637/7000
0s - loss: 0.0356 - r_coeff: 0.4389 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5638/7000
0s - loss: 0.0356 - r_coeff: 0.4389 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5639/7000
0s - loss: 0.0356 - r_coeff: 0.4389 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5640/7000
0s - loss: 0.0356 - r_coeff: 0.4389 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5641/7000
0s - loss: 0.0356 - r_coeff: 0.4389 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5642/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5643/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5644/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5645/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3178 - val_success_ratio: 1.0000
Epoch 5646/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5647/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5648/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5649/7000
0s - loss: 0.0356 - r_coeff: 0.4390 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5650/7000
0s - loss: 0.0356 - r_coeff: 0.4391 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5651/7000
0s - loss: 0.0356 - r_coeff: 0.4391 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5652/7000
0s - loss: 0.0356 - r_coeff: 0.4391 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5653/7000
0s - loss: 0.0356 - r_coeff: 0.4391 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5654/7000
0s - loss: 0.0356 - r_coeff: 0.4391 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5655/7000
0s - loss: 0.0356 - r_coeff: 0.4391 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5656/7000
0s - loss: 0.0356 - r_coeff: 0.4391 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5657/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3179 - val_success_ratio: 1.0000
Epoch 5658/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5659/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5660/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5661/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5662/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5663/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5664/7000
0s - loss: 0.0356 - r_coeff: 0.4392 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5665/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5666/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5667/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5668/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5669/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5670/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5671/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3180 - val_success_ratio: 1.0000
Epoch 5672/7000
0s - loss: 0.0356 - r_coeff: 0.4393 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5673/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5674/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5675/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5676/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5677/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5678/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5679/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5680/7000
0s - loss: 0.0356 - r_coeff: 0.4394 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5681/7000
0s - loss: 0.0356 - r_coeff: 0.4395 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5682/7000
0s - loss: 0.0356 - r_coeff: 0.4395 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5683/7000
0s - loss: 0.0356 - r_coeff: 0.4395 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5684/7000
0s - loss: 0.0356 - r_coeff: 0.4395 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5685/7000
0s - loss: 0.0356 - r_coeff: 0.4395 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3181 - val_success_ratio: 1.0000
Epoch 5686/7000
0s - loss: 0.0356 - r_coeff: 0.4395 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5687/7000
0s - loss: 0.0356 - r_coeff: 0.4395 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5688/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5689/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5690/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5691/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5692/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5693/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5694/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5695/7000
0s - loss: 0.0356 - r_coeff: 0.4396 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5696/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5697/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3182 - val_success_ratio: 1.0000
Epoch 5698/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5699/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5700/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5701/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5702/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5703/7000
0s - loss: 0.0356 - r_coeff: 0.4397 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5704/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5705/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5706/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5707/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5708/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5709/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5710/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5711/7000
0s - loss: 0.0356 - r_coeff: 0.4398 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3183 - val_success_ratio: 1.0000
Epoch 5712/7000
0s - loss: 0.0356 - r_coeff: 0.4399 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5713/7000
0s - loss: 0.0356 - r_coeff: 0.4399 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5714/7000
0s - loss: 0.0356 - r_coeff: 0.4399 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5715/7000
0s - loss: 0.0356 - r_coeff: 0.4399 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5716/7000
0s - loss: 0.0356 - r_coeff: 0.4399 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5717/7000
0s - loss: 0.0356 - r_coeff: 0.4399 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5718/7000
0s - loss: 0.0356 - r_coeff: 0.4399 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5719/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5720/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5721/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5722/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5723/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5724/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5725/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3184 - val_success_ratio: 1.0000
Epoch 5726/7000
0s - loss: 0.0355 - r_coeff: 0.4400 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5727/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5728/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5729/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5730/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5731/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5732/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5733/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5734/7000
0s - loss: 0.0355 - r_coeff: 0.4401 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5735/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5736/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5737/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5738/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5739/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3185 - val_success_ratio: 1.0000
Epoch 5740/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5741/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5742/7000
0s - loss: 0.0355 - r_coeff: 0.4402 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5743/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5744/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5745/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5746/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5747/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5748/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5749/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5750/7000
0s - loss: 0.0355 - r_coeff: 0.4403 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5751/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5752/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5753/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3186 - val_success_ratio: 1.0000
Epoch 5754/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5755/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5756/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5757/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5758/7000
0s - loss: 0.0355 - r_coeff: 0.4404 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5759/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5760/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5761/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5762/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5763/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5764/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5765/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5766/7000
0s - loss: 0.0355 - r_coeff: 0.4405 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5767/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3187 - val_success_ratio: 1.0000
Epoch 5768/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5769/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5770/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5771/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5772/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5773/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5774/7000
0s - loss: 0.0355 - r_coeff: 0.4406 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5775/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5776/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5777/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5778/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5779/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5780/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5781/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5782/7000
0s - loss: 0.0355 - r_coeff: 0.4407 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5783/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3188 - val_success_ratio: 1.0000
Epoch 5784/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5785/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5786/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5787/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5788/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5789/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5790/7000
0s - loss: 0.0355 - r_coeff: 0.4408 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5791/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5792/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5793/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5794/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5795/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5796/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5797/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3189 - val_success_ratio: 1.0000
Epoch 5798/7000
0s - loss: 0.0355 - r_coeff: 0.4409 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5799/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5800/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5801/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5802/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5803/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5804/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5805/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5806/7000
0s - loss: 0.0355 - r_coeff: 0.4410 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5807/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5808/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5809/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5810/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5811/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3190 - val_success_ratio: 1.0000
Epoch 5812/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5813/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5814/7000
0s - loss: 0.0355 - r_coeff: 0.4411 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5815/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5816/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5817/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5818/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5819/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5820/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5821/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5822/7000
0s - loss: 0.0355 - r_coeff: 0.4412 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5823/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5824/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5825/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5826/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5827/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3191 - val_success_ratio: 1.0000
Epoch 5828/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5829/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5830/7000
0s - loss: 0.0355 - r_coeff: 0.4413 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5831/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5832/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5833/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5834/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5835/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5836/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5837/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5838/7000
0s - loss: 0.0355 - r_coeff: 0.4414 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5839/7000
0s - loss: 0.0355 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5840/7000
0s - loss: 0.0355 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5841/7000
0s - loss: 0.0355 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3192 - val_success_ratio: 1.0000
Epoch 5842/7000
0s - loss: 0.0355 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5843/7000
0s - loss: 0.0355 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5844/7000
0s - loss: 0.0354 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5845/7000
0s - loss: 0.0354 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5846/7000
0s - loss: 0.0354 - r_coeff: 0.4415 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5847/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5848/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5849/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5850/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5851/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5852/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5853/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5854/7000
0s - loss: 0.0354 - r_coeff: 0.4416 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5855/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5856/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5857/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0330 - val_r_coeff: 0.3193 - val_success_ratio: 1.0000
Epoch 5858/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5859/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5860/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5861/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5862/7000
0s - loss: 0.0354 - r_coeff: 0.4417 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5863/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5864/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5865/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5866/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5867/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5868/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5869/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5870/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5871/7000
0s - loss: 0.0354 - r_coeff: 0.4418 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5872/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5873/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3194 - val_success_ratio: 1.0000
Epoch 5874/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5875/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5876/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5877/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5878/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5879/7000
0s - loss: 0.0354 - r_coeff: 0.4419 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5880/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5881/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5882/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5883/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5884/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5885/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5886/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 5887/7000
0s - loss: 0.0354 - r_coeff: 0.4420 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3195 - val_success_ratio: 1.0000
Epoch 5888/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 5889/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5890/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 5891/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5892/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 5893/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5894/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 5895/7000
0s - loss: 0.0354 - r_coeff: 0.4421 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5896/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 5897/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5898/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 5899/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5900/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 5901/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5902/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5903/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3196 - val_success_ratio: 1.0000
Epoch 5904/7000
0s - loss: 0.0354 - r_coeff: 0.4422 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5905/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5906/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5907/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5908/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5909/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5910/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5911/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5912/7000
0s - loss: 0.0354 - r_coeff: 0.4423 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5913/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5914/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5915/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5916/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 5917/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5918/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5919/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3197 - val_success_ratio: 1.0000
Epoch 5920/7000
0s - loss: 0.0354 - r_coeff: 0.4424 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5921/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5922/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5923/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5924/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5925/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5926/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5927/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5928/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5929/7000
0s - loss: 0.0354 - r_coeff: 0.4425 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5930/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5931/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5932/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 5933/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5934/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5935/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3198 - val_success_ratio: 1.0000
Epoch 5936/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5937/7000
0s - loss: 0.0354 - r_coeff: 0.4426 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5938/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5939/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5940/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5941/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5942/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5943/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5944/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5945/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5946/7000
0s - loss: 0.0354 - r_coeff: 0.4427 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5947/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5948/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 5949/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3199 - val_success_ratio: 1.0000
Epoch 5950/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5951/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5952/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5953/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5954/7000
0s - loss: 0.0354 - r_coeff: 0.4428 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5955/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5956/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5957/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5958/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5959/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5960/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5961/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5962/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5963/7000
0s - loss: 0.0354 - r_coeff: 0.4429 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5964/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 5965/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3200 - val_success_ratio: 1.0000
Epoch 5966/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5967/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5968/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5969/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5970/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5971/7000
0s - loss: 0.0354 - r_coeff: 0.4430 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5972/7000
0s - loss: 0.0354 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5973/7000
0s - loss: 0.0354 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5974/7000
0s - loss: 0.0354 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5975/7000
0s - loss: 0.0353 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5976/7000
0s - loss: 0.0353 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5977/7000
0s - loss: 0.0353 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5978/7000
0s - loss: 0.0353 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5979/7000
0s - loss: 0.0353 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5980/7000
0s - loss: 0.0353 - r_coeff: 0.4431 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 5981/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3201 - val_success_ratio: 1.0000
Epoch 5982/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 5983/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5984/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 5985/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5986/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 5987/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5988/7000
0s - loss: 0.0353 - r_coeff: 0.4432 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 5989/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5990/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 5991/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5992/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 5993/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5994/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 5995/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5996/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 5997/7000
0s - loss: 0.0353 - r_coeff: 0.4433 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3202 - val_success_ratio: 1.0000
Epoch 5998/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 5999/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6000/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6001/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6002/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6003/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6004/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6005/7000
0s - loss: 0.0353 - r_coeff: 0.4434 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6006/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6007/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6008/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6009/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6010/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6011/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6012/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6013/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3203 - val_success_ratio: 1.0000
Epoch 6014/7000
0s - loss: 0.0353 - r_coeff: 0.4435 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6015/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6016/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6017/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6018/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6019/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6020/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6021/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6022/7000
0s - loss: 0.0353 - r_coeff: 0.4436 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6023/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6024/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6025/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6026/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6027/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6028/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6029/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3204 - val_success_ratio: 1.0000
Epoch 6030/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6031/7000
0s - loss: 0.0353 - r_coeff: 0.4437 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 6032/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6033/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 6034/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6035/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 6036/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6037/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 6038/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6039/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 6040/7000
0s - loss: 0.0353 - r_coeff: 0.4438 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6041/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 6042/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6043/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3205 - val_success_ratio: 1.0000
Epoch 6044/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6045/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6046/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6047/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6048/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6049/7000
0s - loss: 0.0353 - r_coeff: 0.4439 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6050/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6051/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6052/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6053/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6054/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6055/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6056/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6057/7000
0s - loss: 0.0353 - r_coeff: 0.4440 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6058/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6059/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3206 - val_success_ratio: 1.0000
Epoch 6060/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6061/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 6062/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6063/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 6064/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6065/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 6066/7000
0s - loss: 0.0353 - r_coeff: 0.4441 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6067/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 6068/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6069/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 6070/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6071/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 6072/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6073/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3207 - val_success_ratio: 1.0000
Epoch 6074/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6075/7000
0s - loss: 0.0353 - r_coeff: 0.4442 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6076/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6077/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6078/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6079/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6080/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6081/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6082/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6083/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6084/7000
0s - loss: 0.0353 - r_coeff: 0.4443 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6085/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6086/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6087/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6088/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6089/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3208 - val_success_ratio: 1.0000
Epoch 6090/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6091/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 6092/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6093/7000
0s - loss: 0.0353 - r_coeff: 0.4444 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 6094/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6095/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 6096/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6097/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 6098/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6099/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 6100/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6101/7000
0s - loss: 0.0353 - r_coeff: 0.4445 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 6102/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6103/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3209 - val_success_ratio: 1.0000
Epoch 6104/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6105/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 6106/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6107/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 6108/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6109/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 6110/7000
0s - loss: 0.0353 - r_coeff: 0.4446 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6111/7000
0s - loss: 0.0353 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 6112/7000
0s - loss: 0.0353 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6113/7000
0s - loss: 0.0352 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 6114/7000
0s - loss: 0.0352 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6115/7000
0s - loss: 0.0352 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 6116/7000
0s - loss: 0.0352 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6117/7000
0s - loss: 0.0352 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3210 - val_success_ratio: 1.0000
Epoch 6118/7000
0s - loss: 0.0352 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6119/7000
0s - loss: 0.0352 - r_coeff: 0.4447 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6120/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6121/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6122/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6123/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6124/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6125/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6126/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6127/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6128/7000
0s - loss: 0.0352 - r_coeff: 0.4448 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6129/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6130/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6131/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3211 - val_success_ratio: 1.0000
Epoch 6132/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6133/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6134/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6135/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6136/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6137/7000
0s - loss: 0.0352 - r_coeff: 0.4449 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6138/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6139/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6140/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6141/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6142/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6143/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6144/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6145/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3212 - val_success_ratio: 1.0000
Epoch 6146/7000
0s - loss: 0.0352 - r_coeff: 0.4450 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6147/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6148/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6149/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6150/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6151/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6152/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6153/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6154/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6155/7000
0s - loss: 0.0352 - r_coeff: 0.4451 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6156/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6157/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6158/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6159/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3213 - val_success_ratio: 1.0000
Epoch 6160/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6161/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6162/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6163/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6164/7000
0s - loss: 0.0352 - r_coeff: 0.4452 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6165/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6166/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6167/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0329 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6168/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6169/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6170/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6171/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3214 - val_success_ratio: 1.0000
Epoch 6172/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6173/7000
0s - loss: 0.0352 - r_coeff: 0.4453 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6174/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6175/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6176/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6177/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6178/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6179/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6180/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6181/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6182/7000
0s - loss: 0.0352 - r_coeff: 0.4454 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6183/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3215 - val_success_ratio: 1.0000
Epoch 6184/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6185/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6186/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6187/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6188/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6189/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6190/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6191/7000
0s - loss: 0.0352 - r_coeff: 0.4455 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6192/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6193/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6194/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6195/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6196/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6197/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3216 - val_success_ratio: 1.0000
Epoch 6198/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6199/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6200/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6201/7000
0s - loss: 0.0352 - r_coeff: 0.4456 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6202/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6203/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6204/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6205/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6206/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6207/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6208/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6209/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3217 - val_success_ratio: 1.0000
Epoch 6210/7000
0s - loss: 0.0352 - r_coeff: 0.4457 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6211/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6212/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6213/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6214/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6215/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6216/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6217/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6218/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6219/7000
0s - loss: 0.0352 - r_coeff: 0.4458 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6220/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6221/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3218 - val_success_ratio: 1.0000
Epoch 6222/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6223/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6224/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6225/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6226/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6227/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6228/7000
0s - loss: 0.0352 - r_coeff: 0.4459 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6229/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6230/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6231/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6232/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6233/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3219 - val_success_ratio: 1.0000
Epoch 6234/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6235/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6236/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6237/7000
0s - loss: 0.0352 - r_coeff: 0.4460 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6238/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6239/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6240/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6241/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6242/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6243/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6244/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6245/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3220 - val_success_ratio: 1.0000
Epoch 6246/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6247/7000
0s - loss: 0.0352 - r_coeff: 0.4461 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6248/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6249/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6250/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6251/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6252/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6253/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6254/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6255/7000
0s - loss: 0.0352 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6256/7000
0s - loss: 0.0351 - r_coeff: 0.4462 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6257/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3221 - val_success_ratio: 1.0000
Epoch 6258/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6259/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6260/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6261/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6262/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6263/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6264/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6265/7000
0s - loss: 0.0351 - r_coeff: 0.4463 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6266/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6267/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3222 - val_success_ratio: 1.0000
Epoch 6268/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6269/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6270/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6271/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6272/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6273/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6274/7000
0s - loss: 0.0351 - r_coeff: 0.4464 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6275/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6276/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6277/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6278/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6279/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3223 - val_success_ratio: 1.0000
Epoch 6280/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6281/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6282/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6283/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6284/7000
0s - loss: 0.0351 - r_coeff: 0.4465 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6285/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6286/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6287/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6288/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6289/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6290/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6291/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3224 - val_success_ratio: 1.0000
Epoch 6292/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6293/7000
0s - loss: 0.0351 - r_coeff: 0.4466 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6294/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6295/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6296/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6297/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6298/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6299/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6300/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6301/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3225 - val_success_ratio: 1.0000
Epoch 6302/7000
0s - loss: 0.0351 - r_coeff: 0.4467 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6303/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6304/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6305/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6306/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6307/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6308/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6309/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6310/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6311/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6312/7000
0s - loss: 0.0351 - r_coeff: 0.4468 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6313/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3226 - val_success_ratio: 1.0000
Epoch 6314/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6315/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6316/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6317/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6318/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6319/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6320/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6321/7000
0s - loss: 0.0351 - r_coeff: 0.4469 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6322/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6323/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6324/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6325/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3227 - val_success_ratio: 1.0000
Epoch 6326/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6327/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6328/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6329/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6330/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6331/7000
0s - loss: 0.0351 - r_coeff: 0.4470 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6332/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6333/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6334/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6335/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3228 - val_success_ratio: 1.0000
Epoch 6336/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6337/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6338/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6339/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6340/7000
0s - loss: 0.0351 - r_coeff: 0.4471 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6341/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6342/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6343/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6344/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6345/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6346/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6347/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3229 - val_success_ratio: 1.0000
Epoch 6348/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6349/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6350/7000
0s - loss: 0.0351 - r_coeff: 0.4472 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6351/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6352/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6353/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6354/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6355/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6356/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6357/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3230 - val_success_ratio: 1.0000
Epoch 6358/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6359/7000
0s - loss: 0.0351 - r_coeff: 0.4473 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6360/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6361/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6362/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6363/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6364/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6365/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6366/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6367/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6368/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6369/7000
0s - loss: 0.0351 - r_coeff: 0.4474 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3231 - val_success_ratio: 1.0000
Epoch 6370/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6371/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6372/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6373/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6374/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6375/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6376/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6377/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6378/7000
0s - loss: 0.0351 - r_coeff: 0.4475 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6379/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6380/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6381/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3232 - val_success_ratio: 1.0000
Epoch 6382/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6383/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6384/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6385/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6386/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6387/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6388/7000
0s - loss: 0.0351 - r_coeff: 0.4476 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6389/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6390/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6391/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3233 - val_success_ratio: 1.0000
Epoch 6392/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6393/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6394/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6395/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6396/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6397/7000
0s - loss: 0.0351 - r_coeff: 0.4477 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6398/7000
0s - loss: 0.0351 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6399/7000
0s - loss: 0.0351 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6400/7000
0s - loss: 0.0351 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6401/7000
0s - loss: 0.0351 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6402/7000
0s - loss: 0.0351 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6403/7000
0s - loss: 0.0351 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3234 - val_success_ratio: 1.0000
Epoch 6404/7000
0s - loss: 0.0351 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6405/7000
0s - loss: 0.0350 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6406/7000
0s - loss: 0.0350 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6407/7000
0s - loss: 0.0350 - r_coeff: 0.4478 - success_ratio: 1.0000 - val_loss: 0.0328 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6408/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6409/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6410/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6411/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6412/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6413/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3235 - val_success_ratio: 1.0000
Epoch 6414/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6415/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6416/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6417/7000
0s - loss: 0.0350 - r_coeff: 0.4479 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6418/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6419/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6420/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6421/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6422/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6423/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6424/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6425/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3236 - val_success_ratio: 1.0000
Epoch 6426/7000
0s - loss: 0.0350 - r_coeff: 0.4480 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6427/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6428/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6429/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6430/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6431/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6432/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6433/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6434/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6435/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6436/7000
0s - loss: 0.0350 - r_coeff: 0.4481 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6437/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3237 - val_success_ratio: 1.0000
Epoch 6438/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6439/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6440/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6441/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6442/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6443/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6444/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6445/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6446/7000
0s - loss: 0.0350 - r_coeff: 0.4482 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6447/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3238 - val_success_ratio: 1.0000
Epoch 6448/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6449/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6450/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6451/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6452/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6453/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6454/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6455/7000
0s - loss: 0.0350 - r_coeff: 0.4483 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6456/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6457/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6458/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6459/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3239 - val_success_ratio: 1.0000
Epoch 6460/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6461/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6462/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6463/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6464/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6465/7000
0s - loss: 0.0350 - r_coeff: 0.4484 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6466/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6467/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6468/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6469/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6470/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6471/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3240 - val_success_ratio: 1.0000
Epoch 6472/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6473/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6474/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6475/7000
0s - loss: 0.0350 - r_coeff: 0.4485 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6476/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6477/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6478/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6479/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6480/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6481/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3241 - val_success_ratio: 1.0000
Epoch 6482/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6483/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6484/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6485/7000
0s - loss: 0.0350 - r_coeff: 0.4486 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6486/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6487/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6488/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6489/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6490/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6491/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6492/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6493/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3242 - val_success_ratio: 1.0000
Epoch 6494/7000
0s - loss: 0.0350 - r_coeff: 0.4487 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6495/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6496/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6497/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6498/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6499/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6500/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6501/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6502/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6503/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6504/7000
0s - loss: 0.0350 - r_coeff: 0.4488 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6505/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3243 - val_success_ratio: 1.0000
Epoch 6506/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6507/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6508/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6509/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6510/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6511/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6512/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6513/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6514/7000
0s - loss: 0.0350 - r_coeff: 0.4489 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6515/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3244 - val_success_ratio: 1.0000
Epoch 6516/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6517/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6518/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6519/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6520/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6521/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6522/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6523/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6524/7000
0s - loss: 0.0350 - r_coeff: 0.4490 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6525/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6526/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6527/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3245 - val_success_ratio: 1.0000
Epoch 6528/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6529/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6530/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6531/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6532/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6533/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6534/7000
0s - loss: 0.0350 - r_coeff: 0.4491 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6535/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6536/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6537/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6538/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6539/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3246 - val_success_ratio: 1.0000
Epoch 6540/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6541/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6542/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6543/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6544/7000
0s - loss: 0.0350 - r_coeff: 0.4492 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6545/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6546/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6547/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6548/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6549/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6550/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6551/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3247 - val_success_ratio: 1.0000
Epoch 6552/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6553/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6554/7000
0s - loss: 0.0350 - r_coeff: 0.4493 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6555/7000
0s - loss: 0.0350 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6556/7000
0s - loss: 0.0350 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6557/7000
0s - loss: 0.0350 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6558/7000
0s - loss: 0.0350 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6559/7000
0s - loss: 0.0349 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6560/7000
0s - loss: 0.0349 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6561/7000
0s - loss: 0.0349 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6562/7000
0s - loss: 0.0349 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6563/7000
0s - loss: 0.0349 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3248 - val_success_ratio: 1.0000
Epoch 6564/7000
0s - loss: 0.0349 - r_coeff: 0.4494 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6565/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6566/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6567/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6568/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6569/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6570/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6571/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6572/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6573/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6574/7000
0s - loss: 0.0349 - r_coeff: 0.4495 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6575/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3249 - val_success_ratio: 1.0000
Epoch 6576/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6577/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6578/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6579/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6580/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6581/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6582/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6583/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6584/7000
0s - loss: 0.0349 - r_coeff: 0.4496 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6585/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3250 - val_success_ratio: 1.0000
Epoch 6586/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6587/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6588/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6589/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6590/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6591/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6592/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6593/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6594/7000
0s - loss: 0.0349 - r_coeff: 0.4497 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6595/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6596/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6597/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3251 - val_success_ratio: 1.0000
Epoch 6598/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6599/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6600/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6601/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6602/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6603/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6604/7000
0s - loss: 0.0349 - r_coeff: 0.4498 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6605/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6606/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6607/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6608/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6609/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3252 - val_success_ratio: 1.0000
Epoch 6610/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6611/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6612/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6613/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6614/7000
0s - loss: 0.0349 - r_coeff: 0.4499 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6615/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6616/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6617/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6618/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6619/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6620/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6621/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3253 - val_success_ratio: 1.0000
Epoch 6622/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6623/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6624/7000
0s - loss: 0.0349 - r_coeff: 0.4500 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6625/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6626/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6627/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6628/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6629/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6630/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6631/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6632/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6633/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6634/7000
0s - loss: 0.0349 - r_coeff: 0.4501 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6635/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3254 - val_success_ratio: 1.0000
Epoch 6636/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6637/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6638/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6639/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6640/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6641/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6642/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6643/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6644/7000
0s - loss: 0.0349 - r_coeff: 0.4502 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6645/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6646/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6647/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0327 - val_r_coeff: 0.3255 - val_success_ratio: 1.0000
Epoch 6648/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6649/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6650/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6651/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6652/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6653/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6654/7000
0s - loss: 0.0349 - r_coeff: 0.4503 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6655/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6656/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6657/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6658/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6659/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3256 - val_success_ratio: 1.0000
Epoch 6660/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6661/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6662/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6663/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6664/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6665/7000
0s - loss: 0.0349 - r_coeff: 0.4504 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6666/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6667/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6668/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6669/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6670/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6671/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3257 - val_success_ratio: 1.0000
Epoch 6672/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6673/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6674/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6675/7000
0s - loss: 0.0349 - r_coeff: 0.4505 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6676/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6677/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6678/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6679/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6680/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6681/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6682/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6683/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3258 - val_success_ratio: 1.0000
Epoch 6684/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6685/7000
0s - loss: 0.0349 - r_coeff: 0.4506 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6686/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6687/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6688/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6689/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6690/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6691/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6692/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6693/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6694/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6695/7000
0s - loss: 0.0349 - r_coeff: 0.4507 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6696/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6697/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3259 - val_success_ratio: 1.0000
Epoch 6698/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6699/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6700/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6701/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6702/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6703/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6704/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6705/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6706/7000
0s - loss: 0.0349 - r_coeff: 0.4508 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6707/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6708/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6709/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3260 - val_success_ratio: 1.0000
Epoch 6710/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6711/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6712/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6713/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6714/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6715/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6716/7000
0s - loss: 0.0349 - r_coeff: 0.4509 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6717/7000
0s - loss: 0.0349 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6718/7000
0s - loss: 0.0349 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6719/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6720/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6721/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3261 - val_success_ratio: 1.0000
Epoch 6722/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6723/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6724/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6725/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6726/7000
0s - loss: 0.0348 - r_coeff: 0.4510 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6727/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6728/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6729/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6730/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6731/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6732/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6733/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6734/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6735/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3262 - val_success_ratio: 1.0000
Epoch 6736/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6737/7000
0s - loss: 0.0348 - r_coeff: 0.4511 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6738/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6739/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6740/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6741/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6742/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6743/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6744/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6745/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6746/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6747/7000
0s - loss: 0.0348 - r_coeff: 0.4512 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3263 - val_success_ratio: 1.0000
Epoch 6748/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6749/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6750/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6751/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6752/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6753/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6754/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6755/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6756/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6757/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6758/7000
0s - loss: 0.0348 - r_coeff: 0.4513 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6759/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6760/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6761/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3264 - val_success_ratio: 1.0000
Epoch 6762/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6763/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6764/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6765/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6766/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6767/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6768/7000
0s - loss: 0.0348 - r_coeff: 0.4514 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6769/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6770/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6771/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6772/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6773/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3265 - val_success_ratio: 1.0000
Epoch 6774/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6775/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6776/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6777/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6778/7000
0s - loss: 0.0348 - r_coeff: 0.4515 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6779/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6780/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6781/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6782/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6783/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6784/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6785/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6786/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6787/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3266 - val_success_ratio: 1.0000
Epoch 6788/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6789/7000
0s - loss: 0.0348 - r_coeff: 0.4516 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6790/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6791/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6792/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6793/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6794/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6795/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6796/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6797/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6798/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6799/7000
0s - loss: 0.0348 - r_coeff: 0.4517 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6800/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6801/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3267 - val_success_ratio: 1.0000
Epoch 6802/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6803/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6804/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6805/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6806/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6807/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6808/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6809/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6810/7000
0s - loss: 0.0348 - r_coeff: 0.4518 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6811/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6812/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6813/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3268 - val_success_ratio: 1.0000
Epoch 6814/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6815/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6816/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6817/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6818/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6819/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6820/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6821/7000
0s - loss: 0.0348 - r_coeff: 0.4519 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6822/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6823/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6824/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6825/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6826/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6827/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3269 - val_success_ratio: 1.0000
Epoch 6828/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6829/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6830/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6831/7000
0s - loss: 0.0348 - r_coeff: 0.4520 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6832/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6833/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6834/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6835/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6836/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6837/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6838/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6839/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6840/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6841/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3270 - val_success_ratio: 1.0000
Epoch 6842/7000
0s - loss: 0.0348 - r_coeff: 0.4521 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6843/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6844/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6845/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6846/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6847/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6848/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6849/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6850/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6851/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6852/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6853/7000
0s - loss: 0.0348 - r_coeff: 0.4522 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6854/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6855/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3271 - val_success_ratio: 1.0000
Epoch 6856/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6857/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6858/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6859/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6860/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6861/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6862/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6863/7000
0s - loss: 0.0348 - r_coeff: 0.4523 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6864/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6865/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6866/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6867/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6868/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6869/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3272 - val_success_ratio: 1.0000
Epoch 6870/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6871/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6872/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6873/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6874/7000
0s - loss: 0.0348 - r_coeff: 0.4524 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6875/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6876/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6877/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6878/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6879/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6880/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6881/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6882/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6883/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3273 - val_success_ratio: 1.0000
Epoch 6884/7000
0s - loss: 0.0348 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3282 - val_success_ratio: 1.0000
Epoch 6885/7000
0s - loss: 0.0347 - r_coeff: 0.4525 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6886/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3282 - val_success_ratio: 1.0000
Epoch 6887/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6888/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3282 - val_success_ratio: 1.0000
Epoch 6889/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6890/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3282 - val_success_ratio: 1.0000
Epoch 6891/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6892/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3282 - val_success_ratio: 1.0000
Epoch 6893/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6894/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3282 - val_success_ratio: 1.0000
Epoch 6895/7000
0s - loss: 0.0347 - r_coeff: 0.4526 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6896/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3282 - val_success_ratio: 1.0000
Epoch 6897/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3274 - val_success_ratio: 1.0000
Epoch 6898/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3283 - val_success_ratio: 1.0000
Epoch 6899/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6900/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3283 - val_success_ratio: 1.0000
Epoch 6901/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6902/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3283 - val_success_ratio: 1.0000
Epoch 6903/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6904/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3283 - val_success_ratio: 1.0000
Epoch 6905/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6906/7000
0s - loss: 0.0347 - r_coeff: 0.4527 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3283 - val_success_ratio: 1.0000
Epoch 6907/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6908/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3283 - val_success_ratio: 1.0000
Epoch 6909/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6910/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3283 - val_success_ratio: 1.0000
Epoch 6911/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3275 - val_success_ratio: 1.0000
Epoch 6912/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3284 - val_success_ratio: 1.0000
Epoch 6913/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6914/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3284 - val_success_ratio: 1.0000
Epoch 6915/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6916/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3284 - val_success_ratio: 1.0000
Epoch 6917/7000
0s - loss: 0.0347 - r_coeff: 0.4528 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6918/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3284 - val_success_ratio: 1.0000
Epoch 6919/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6920/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3284 - val_success_ratio: 1.0000
Epoch 6921/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0326 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6922/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3284 - val_success_ratio: 1.0000
Epoch 6923/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6924/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3284 - val_success_ratio: 1.0000
Epoch 6925/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3276 - val_success_ratio: 1.0000
Epoch 6926/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6927/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6928/7000
0s - loss: 0.0347 - r_coeff: 0.4529 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6929/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6930/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6931/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6932/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6933/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6934/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6935/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6936/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6937/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6938/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6939/7000
0s - loss: 0.0347 - r_coeff: 0.4530 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6940/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3285 - val_success_ratio: 1.0000
Epoch 6941/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3277 - val_success_ratio: 1.0000
Epoch 6942/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3286 - val_success_ratio: 1.0000
Epoch 6943/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6944/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3286 - val_success_ratio: 1.0000
Epoch 6945/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6946/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3286 - val_success_ratio: 1.0000
Epoch 6947/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6948/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3286 - val_success_ratio: 1.0000
Epoch 6949/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6950/7000
0s - loss: 0.0347 - r_coeff: 0.4531 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3286 - val_success_ratio: 1.0000
Epoch 6951/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6952/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3286 - val_success_ratio: 1.0000
Epoch 6953/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6954/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3286 - val_success_ratio: 1.0000
Epoch 6955/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3278 - val_success_ratio: 1.0000
Epoch 6956/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3287 - val_success_ratio: 1.0000
Epoch 6957/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6958/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3287 - val_success_ratio: 1.0000
Epoch 6959/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6960/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3287 - val_success_ratio: 1.0000
Epoch 6961/7000
0s - loss: 0.0347 - r_coeff: 0.4532 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6962/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3287 - val_success_ratio: 1.0000
Epoch 6963/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6964/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3287 - val_success_ratio: 1.0000
Epoch 6965/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6966/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3287 - val_success_ratio: 1.0000
Epoch 6967/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6968/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3287 - val_success_ratio: 1.0000
Epoch 6969/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3279 - val_success_ratio: 1.0000
Epoch 6970/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6971/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6972/7000
0s - loss: 0.0347 - r_coeff: 0.4533 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6973/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6974/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6975/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6976/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6977/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6978/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6979/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6980/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6981/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6982/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6983/7000
0s - loss: 0.0347 - r_coeff: 0.4534 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6984/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3288 - val_success_ratio: 1.0000
Epoch 6985/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3280 - val_success_ratio: 1.0000
Epoch 6986/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
Epoch 6987/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6988/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
Epoch 6989/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6990/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
Epoch 6991/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6992/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
Epoch 6993/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6994/7000
0s - loss: 0.0347 - r_coeff: 0.4535 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
Epoch 6995/7000
0s - loss: 0.0347 - r_coeff: 0.4536 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6996/7000
0s - loss: 0.0347 - r_coeff: 0.4536 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
Epoch 6997/7000
0s - loss: 0.0347 - r_coeff: 0.4536 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 6998/7000
0s - loss: 0.0347 - r_coeff: 0.4536 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
Epoch 6999/7000
0s - loss: 0.0347 - r_coeff: 0.4536 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3281 - val_success_ratio: 1.0000
Epoch 7000/7000
0s - loss: 0.0347 - r_coeff: 0.4536 - success_ratio: 1.0000 - val_loss: 0.0325 - val_r_coeff: 0.3289 - val_success_ratio: 1.0000
In [19]:
plt.figure(figsize=(15, 5))
plt.subplot(131)
plt.plot(history.history['loss'])
plt.plot(history.history['val_loss'])
plt.title('model loss')
plt.ylabel('loss')
plt.xlabel('epoch')
plt.legend(['train', 'test'], loc='best');
plt.subplot(132)
plt.plot(history.history['success_ratio'])
plt.plot(history.history['val_success_ratio'])
plt.title('model success ratio')
plt.ylabel('loss')
plt.xlabel('epoch')
plt.legend(['train', 'test'], loc='best');
plt.subplot(133)
plt.plot(history.history['r_coeff'])
plt.plot(history.history['val_r_coeff'])
plt.title('model R^2')
plt.ylabel('loss')
plt.xlabel('epoch')
plt.legend(['train', 'test'], loc='best');
In [20]:
# make predictions
keras_in_sample = model.predict(train_X).flatten()
keras_out_sample = model.predict(test_X).flatten()
# calculate root mean squared error
trainScore = np.sqrt(mean_squared_error(train_Y, keras_in_sample))
In [21]:
plt.figure(figsize=(15, 5))
plt.plot(train_Y, label='model')
plt.plot(keras_in_sample, label='predict')
# calculate root mean squared error
plt.title('In Sample RMSE: %.2f , R2: %.2f' % (np.sqrt(mean_squared_error(train_Y, keras_in_sample)),
r2_score(train_Y, keras_in_sample)))
plt.legend(loc=0)
plt.show()
In [22]:
plt.figure(figsize=(15, 5))
plt.plot(test_Y, label='model')
plt.plot(keras_out_sample, label='predict')
# calculate root mean squared error
plt.title('Out of Sample Test RMSE: %.2f, R2: %.2f ' % (np.sqrt(mean_squared_error(test_Y, keras_out_sample)),
r2_score(test_Y, keras_out_sample)))
plt.legend(loc=0)
plt.show()
In [ ]:
Content source: MBounouar/NN_in_Finance
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