In [1]:
%matplotlib inline
import numpy as np
import pandas as pd
from pylab import plt
In [2]:
np.random.seed(123)
In [3]:
def rng(time_steps, scale):
rn = np.random.normal(0., scale, (time_steps, 1))
rn -= rn.mean()
return rn
In [4]:
def dlm_model(time_steps=500, x0=.5, sigma=.5):
eps = rng(time_steps, scale=sigma)
x = np.zeros(time_steps)
x[0] = x0
y = x
for i in range(1, time_steps):
x[i] = .99*x[i-1] + eps[i]
y[1:] = x[:-1]**2 * x[1:]
return y
In [5]:
y = dlm_model(time_steps=500)
In [6]:
plt.figure(figsize=(15,5))
plt.title('Distorted Long-Memory Model')
plt.plot(y);
#plt.plot(np.log(y[1:]/y[:-1]));
In [7]:
df = pd.DataFrame(y, columns=['dlm_model'], index=range(500))
In [8]:
lags = 4
cols = []
for lag in range(1,lags+1):
col = 'lag_%d'% lag
cols.append(col)
df[col] = df['dlm_model'].shift(lag)
df = df.dropna(how='any')
In [9]:
Y = df[['dlm_model']].values
X = df[cols].values
test_Y = Y[-100:]
test_X = X[-100:]
train_Y = Y[:-100]
train_X = X[:-100]
In [10]:
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 [11]:
model = sm.OLS(train_Y, train_X)
results = model.fit()
#results.summary()
In [12]:
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 [13]:
ols_results.plot(figsize=(20, 5));
In [14]:
plt.figure(figsize=(15, 5))
plt.plot(train_Y, label='model')
plt.plot(ols_in_sample, label='predict')
# calculate root mean squared error
ols_train_rmse = np.sqrt(mean_squared_error(train_Y.flatten(), ols_in_sample))
plt.title('OLS in Sample -- RMSE: %.2f , R2: %.2f' % (ols_train_rmse, r2_score(train_Y.flatten(), ols_in_sample)))
plt.legend(loc=0)
plt.show()
In [15]:
plt.figure(figsize=(15, 5))
plt.plot(ols_out_sample, label='predict')
plt.plot(test_Y, label='model')
# calculate root mean squared error
ols_test_rmse = np.sqrt(mean_squared_error(test_Y.flatten(), ols_out_sample))
# Success ratio
sr = np.mean(np.sign(ols_out_sample)==np.sign(test_Y.flatten()))
plt.title('OLS out of Sample -- RMSE: %.2f, R2: %.2f, Sucess Ratio: %.2f ' % (ols_test_rmse, r2_score(test_Y.flatten(), ols_out_sample), sr))
plt.legend(loc=0)
plt.show()
In [16]:
from keras.models import Sequential
from keras.layers import Dense, LSTM, Dropout, Activation
from keras.layers.advanced_activations import *
import keras.backend as Kb
Using Theano backend.
In [17]:
def success_ratio(y_true, y_pred):
return Kb.mean(Kb.equal(Kb.sign(y_true), Kb.sign(y_pred)))
In [18]:
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 [77]:
model = Sequential()
model.add(Dense(3, input_dim=lags))
model.add(Dense(1))
model.compile(loss='mse', optimizer='rmsprop', metrics=[success_ratio, r_coeff])
In [78]:
history = model.fit(train_X, train_Y,
epochs=5000,
batch_size=len(train_X),
verbose=2,
validation_data=(test_X, test_Y),
shuffle=False,
)
Train on 396 samples, validate on 100 samples
Epoch 1/5000
0s - loss: 736.0932 - success_ratio: 0.7828 - r_coeff: 0.5207 - val_loss: 1338.6542 - val_success_ratio: 0.7600 - val_r_coeff: 0.4643
Epoch 2/5000
0s - loss: 721.4927 - success_ratio: 0.7904 - r_coeff: 0.5302 - val_loss: 1322.0118 - val_success_ratio: 0.7600 - val_r_coeff: 0.4710
Epoch 3/5000
0s - loss: 711.2451 - success_ratio: 0.7929 - r_coeff: 0.5369 - val_loss: 1308.3868 - val_success_ratio: 0.7600 - val_r_coeff: 0.4764
Epoch 4/5000
0s - loss: 702.8485 - success_ratio: 0.7980 - r_coeff: 0.5424 - val_loss: 1296.5144 - val_success_ratio: 0.7600 - val_r_coeff: 0.4812
Epoch 5/5000
0s - loss: 695.5261 - success_ratio: 0.8005 - r_coeff: 0.5471 - val_loss: 1285.8103 - val_success_ratio: 0.7600 - val_r_coeff: 0.4855
Epoch 6/5000
0s - loss: 688.9194 - success_ratio: 0.8030 - r_coeff: 0.5514 - val_loss: 1275.9504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4894
Epoch 7/5000
0s - loss: 682.8292 - success_ratio: 0.8030 - r_coeff: 0.5554 - val_loss: 1266.7340 - val_success_ratio: 0.7600 - val_r_coeff: 0.4931
Epoch 8/5000
0s - loss: 677.1323 - success_ratio: 0.8056 - r_coeff: 0.5591 - val_loss: 1258.0261 - val_success_ratio: 0.7600 - val_r_coeff: 0.4966
Epoch 9/5000
0s - loss: 671.7462 - success_ratio: 0.8056 - r_coeff: 0.5626 - val_loss: 1249.7328 - val_success_ratio: 0.7700 - val_r_coeff: 0.4999
Epoch 10/5000
0s - loss: 666.6127 - success_ratio: 0.8081 - r_coeff: 0.5660 - val_loss: 1241.7842 - val_success_ratio: 0.7700 - val_r_coeff: 0.5031
Epoch 11/5000
0s - loss: 661.6895 - success_ratio: 0.8131 - r_coeff: 0.5692 - val_loss: 1234.1279 - val_success_ratio: 0.7800 - val_r_coeff: 0.5062
Epoch 12/5000
0s - loss: 656.9440 - success_ratio: 0.8157 - r_coeff: 0.5723 - val_loss: 1226.7235 - val_success_ratio: 0.7800 - val_r_coeff: 0.5091
Epoch 13/5000
0s - loss: 652.3514 - success_ratio: 0.8157 - r_coeff: 0.5753 - val_loss: 1219.5381 - val_success_ratio: 0.7800 - val_r_coeff: 0.5120
Epoch 14/5000
0s - loss: 647.8920 - success_ratio: 0.8157 - r_coeff: 0.5782 - val_loss: 1212.5461 - val_success_ratio: 0.7800 - val_r_coeff: 0.5148
Epoch 15/5000
0s - loss: 643.5497 - success_ratio: 0.8157 - r_coeff: 0.5810 - val_loss: 1205.7262 - val_success_ratio: 0.7800 - val_r_coeff: 0.5175
Epoch 16/5000
0s - loss: 639.3113 - success_ratio: 0.8207 - r_coeff: 0.5837 - val_loss: 1199.0607 - val_success_ratio: 0.7900 - val_r_coeff: 0.5202
Epoch 17/5000
0s - loss: 635.1664 - success_ratio: 0.8232 - r_coeff: 0.5864 - val_loss: 1192.5352 - val_success_ratio: 0.7900 - val_r_coeff: 0.5228
Epoch 18/5000
0s - loss: 631.1057 - success_ratio: 0.8258 - r_coeff: 0.5891 - val_loss: 1186.1368 - val_success_ratio: 0.7900 - val_r_coeff: 0.5254
Epoch 19/5000
0s - loss: 627.1218 - success_ratio: 0.8283 - r_coeff: 0.5917 - val_loss: 1179.8553 - val_success_ratio: 0.8000 - val_r_coeff: 0.5279
Epoch 20/5000
0s - loss: 623.2081 - success_ratio: 0.8308 - r_coeff: 0.5942 - val_loss: 1173.6815 - val_success_ratio: 0.8000 - val_r_coeff: 0.5303
Epoch 21/5000
0s - loss: 619.3591 - success_ratio: 0.8308 - r_coeff: 0.5967 - val_loss: 1167.6079 - val_success_ratio: 0.8000 - val_r_coeff: 0.5328
Epoch 22/5000
0s - loss: 615.5701 - success_ratio: 0.8333 - r_coeff: 0.5992 - val_loss: 1161.6274 - val_success_ratio: 0.8000 - val_r_coeff: 0.5352
Epoch 23/5000
0s - loss: 611.8371 - success_ratio: 0.8359 - r_coeff: 0.6016 - val_loss: 1155.7345 - val_success_ratio: 0.8000 - val_r_coeff: 0.5375
Epoch 24/5000
0s - loss: 608.1563 - success_ratio: 0.8359 - r_coeff: 0.6040 - val_loss: 1149.9241 - val_success_ratio: 0.8000 - val_r_coeff: 0.5399
Epoch 25/5000
0s - loss: 604.5248 - success_ratio: 0.8359 - r_coeff: 0.6064 - val_loss: 1144.1909 - val_success_ratio: 0.8000 - val_r_coeff: 0.5421
Epoch 26/5000
0s - loss: 600.9396 - success_ratio: 0.8359 - r_coeff: 0.6087 - val_loss: 1138.5316 - val_success_ratio: 0.8000 - val_r_coeff: 0.5444
Epoch 27/5000
0s - loss: 597.3986 - success_ratio: 0.8359 - r_coeff: 0.6110 - val_loss: 1132.9424 - val_success_ratio: 0.8000 - val_r_coeff: 0.5466
Epoch 28/5000
0s - loss: 593.8993 - success_ratio: 0.8384 - r_coeff: 0.6133 - val_loss: 1127.4207 - val_success_ratio: 0.8000 - val_r_coeff: 0.5489
Epoch 29/5000
0s - loss: 590.4400 - success_ratio: 0.8384 - r_coeff: 0.6156 - val_loss: 1121.9628 - val_success_ratio: 0.8000 - val_r_coeff: 0.5510
Epoch 30/5000
0s - loss: 587.0190 - success_ratio: 0.8384 - r_coeff: 0.6178 - val_loss: 1116.5665 - val_success_ratio: 0.8000 - val_r_coeff: 0.5532
Epoch 31/5000
0s - loss: 583.6349 - success_ratio: 0.8384 - r_coeff: 0.6200 - val_loss: 1111.2296 - val_success_ratio: 0.8000 - val_r_coeff: 0.5553
Epoch 32/5000
0s - loss: 580.2862 - success_ratio: 0.8384 - r_coeff: 0.6222 - val_loss: 1105.9503 - val_success_ratio: 0.8000 - val_r_coeff: 0.5574
Epoch 33/5000
0s - loss: 576.9717 - success_ratio: 0.8384 - r_coeff: 0.6243 - val_loss: 1100.7263 - val_success_ratio: 0.8000 - val_r_coeff: 0.5595
Epoch 34/5000
0s - loss: 573.6903 - success_ratio: 0.8384 - r_coeff: 0.6265 - val_loss: 1095.5560 - val_success_ratio: 0.8000 - val_r_coeff: 0.5616
Epoch 35/5000
0s - loss: 570.4410 - success_ratio: 0.8384 - r_coeff: 0.6286 - val_loss: 1090.4379 - val_success_ratio: 0.8000 - val_r_coeff: 0.5637
Epoch 36/5000
0s - loss: 567.2230 - success_ratio: 0.8359 - r_coeff: 0.6307 - val_loss: 1085.3704 - val_success_ratio: 0.8100 - val_r_coeff: 0.5657
Epoch 37/5000
0s - loss: 564.0355 - success_ratio: 0.8359 - r_coeff: 0.6328 - val_loss: 1080.3528 - val_success_ratio: 0.8100 - val_r_coeff: 0.5677
Epoch 38/5000
0s - loss: 560.8776 - success_ratio: 0.8359 - r_coeff: 0.6348 - val_loss: 1075.3829 - val_success_ratio: 0.8100 - val_r_coeff: 0.5697
Epoch 39/5000
0s - loss: 557.7488 - success_ratio: 0.8359 - r_coeff: 0.6368 - val_loss: 1070.4604 - val_success_ratio: 0.8100 - val_r_coeff: 0.5717
Epoch 40/5000
0s - loss: 554.6483 - success_ratio: 0.8384 - r_coeff: 0.6389 - val_loss: 1065.5840 - val_success_ratio: 0.8100 - val_r_coeff: 0.5736
Epoch 41/5000
0s - loss: 551.5756 - success_ratio: 0.8409 - r_coeff: 0.6409 - val_loss: 1060.7523 - val_success_ratio: 0.8100 - val_r_coeff: 0.5755
Epoch 42/5000
0s - loss: 548.5302 - success_ratio: 0.8409 - r_coeff: 0.6429 - val_loss: 1055.9652 - val_success_ratio: 0.8100 - val_r_coeff: 0.5775
Epoch 43/5000
0s - loss: 545.5116 - success_ratio: 0.8409 - r_coeff: 0.6448 - val_loss: 1051.2211 - val_success_ratio: 0.8100 - val_r_coeff: 0.5793
Epoch 44/5000
0s - loss: 542.5193 - success_ratio: 0.8409 - r_coeff: 0.6468 - val_loss: 1046.5193 - val_success_ratio: 0.8100 - val_r_coeff: 0.5812
Epoch 45/5000
0s - loss: 539.5529 - success_ratio: 0.8409 - r_coeff: 0.6487 - val_loss: 1041.8595 - val_success_ratio: 0.8100 - val_r_coeff: 0.5831
Epoch 46/5000
0s - loss: 536.6119 - success_ratio: 0.8409 - r_coeff: 0.6506 - val_loss: 1037.2401 - val_success_ratio: 0.8100 - val_r_coeff: 0.5849
Epoch 47/5000
0s - loss: 533.6961 - success_ratio: 0.8409 - r_coeff: 0.6525 - val_loss: 1032.6611 - val_success_ratio: 0.8200 - val_r_coeff: 0.5868
Epoch 48/5000
0s - loss: 530.8050 - success_ratio: 0.8409 - r_coeff: 0.6544 - val_loss: 1028.1215 - val_success_ratio: 0.8200 - val_r_coeff: 0.5886
Epoch 49/5000
0s - loss: 527.9384 - success_ratio: 0.8409 - r_coeff: 0.6563 - val_loss: 1023.6205 - val_success_ratio: 0.8200 - val_r_coeff: 0.5904
Epoch 50/5000
0s - loss: 525.0956 - success_ratio: 0.8409 - r_coeff: 0.6581 - val_loss: 1019.1577 - val_success_ratio: 0.8200 - val_r_coeff: 0.5922
Epoch 51/5000
0s - loss: 522.2767 - success_ratio: 0.8434 - r_coeff: 0.6599 - val_loss: 1014.7322 - val_success_ratio: 0.8200 - val_r_coeff: 0.5939
Epoch 52/5000
0s - loss: 519.4812 - success_ratio: 0.8434 - r_coeff: 0.6618 - val_loss: 1010.3438 - val_success_ratio: 0.8200 - val_r_coeff: 0.5957
Epoch 53/5000
0s - loss: 516.7089 - success_ratio: 0.8434 - r_coeff: 0.6636 - val_loss: 1005.9911 - val_success_ratio: 0.8200 - val_r_coeff: 0.5974
Epoch 54/5000
0s - loss: 513.9593 - success_ratio: 0.8434 - r_coeff: 0.6654 - val_loss: 1001.6744 - val_success_ratio: 0.8200 - val_r_coeff: 0.5992
Epoch 55/5000
0s - loss: 511.2324 - success_ratio: 0.8434 - r_coeff: 0.6671 - val_loss: 997.3923 - val_success_ratio: 0.8200 - val_r_coeff: 0.6009
Epoch 56/5000
0s - loss: 508.5277 - success_ratio: 0.8485 - r_coeff: 0.6689 - val_loss: 993.1448 - val_success_ratio: 0.8300 - val_r_coeff: 0.6026
Epoch 57/5000
0s - loss: 505.8452 - success_ratio: 0.8510 - r_coeff: 0.6706 - val_loss: 988.9308 - val_success_ratio: 0.8300 - val_r_coeff: 0.6043
Epoch 58/5000
0s - loss: 503.1844 - success_ratio: 0.8561 - r_coeff: 0.6724 - val_loss: 984.7502 - val_success_ratio: 0.8300 - val_r_coeff: 0.6059
Epoch 59/5000
0s - loss: 500.5450 - success_ratio: 0.8535 - r_coeff: 0.6741 - val_loss: 980.6018 - val_success_ratio: 0.8300 - val_r_coeff: 0.6076
Epoch 60/5000
0s - loss: 497.9270 - success_ratio: 0.8561 - r_coeff: 0.6758 - val_loss: 976.4858 - val_success_ratio: 0.8300 - val_r_coeff: 0.6093
Epoch 61/5000
0s - loss: 495.3301 - success_ratio: 0.8611 - r_coeff: 0.6775 - val_loss: 972.4011 - val_success_ratio: 0.8300 - val_r_coeff: 0.6109
Epoch 62/5000
0s - loss: 492.7539 - success_ratio: 0.8611 - r_coeff: 0.6792 - val_loss: 968.3471 - val_success_ratio: 0.8300 - val_r_coeff: 0.6125
Epoch 63/5000
0s - loss: 490.1982 - success_ratio: 0.8636 - r_coeff: 0.6808 - val_loss: 964.3236 - val_success_ratio: 0.8300 - val_r_coeff: 0.6141
Epoch 64/5000
0s - loss: 487.6628 - success_ratio: 0.8662 - r_coeff: 0.6825 - val_loss: 960.3297 - val_success_ratio: 0.8300 - val_r_coeff: 0.6157
Epoch 65/5000
0s - loss: 485.1474 - success_ratio: 0.8662 - r_coeff: 0.6841 - val_loss: 956.3651 - val_success_ratio: 0.8300 - val_r_coeff: 0.6173
Epoch 66/5000
0s - loss: 482.6519 - success_ratio: 0.8687 - r_coeff: 0.6857 - val_loss: 952.4291 - val_success_ratio: 0.8300 - val_r_coeff: 0.6189
Epoch 67/5000
0s - loss: 480.1759 - success_ratio: 0.8687 - r_coeff: 0.6874 - val_loss: 948.5212 - val_success_ratio: 0.8300 - val_r_coeff: 0.6204
Epoch 68/5000
0s - loss: 477.7192 - success_ratio: 0.8687 - r_coeff: 0.6890 - val_loss: 944.6410 - val_success_ratio: 0.8300 - val_r_coeff: 0.6220
Epoch 69/5000
0s - loss: 475.2817 - success_ratio: 0.8687 - r_coeff: 0.6905 - val_loss: 940.7879 - val_success_ratio: 0.8300 - val_r_coeff: 0.6235
Epoch 70/5000
0s - loss: 472.8630 - success_ratio: 0.8687 - r_coeff: 0.6921 - val_loss: 936.9614 - val_success_ratio: 0.8400 - val_r_coeff: 0.6251
Epoch 71/5000
0s - loss: 470.4630 - success_ratio: 0.8662 - r_coeff: 0.6937 - val_loss: 933.1611 - val_success_ratio: 0.8400 - val_r_coeff: 0.6266
Epoch 72/5000
0s - loss: 468.0813 - success_ratio: 0.8662 - r_coeff: 0.6952 - val_loss: 929.3864 - val_success_ratio: 0.8400 - val_r_coeff: 0.6281
Epoch 73/5000
0s - loss: 465.7179 - success_ratio: 0.8662 - r_coeff: 0.6968 - val_loss: 925.6370 - val_success_ratio: 0.8400 - val_r_coeff: 0.6296
Epoch 74/5000
0s - loss: 463.3723 - success_ratio: 0.8636 - r_coeff: 0.6983 - val_loss: 921.9122 - val_success_ratio: 0.8400 - val_r_coeff: 0.6311
Epoch 75/5000
0s - loss: 461.0446 - success_ratio: 0.8636 - r_coeff: 0.6998 - val_loss: 918.2121 - val_success_ratio: 0.8500 - val_r_coeff: 0.6326
Epoch 76/5000
0s - loss: 458.7344 - success_ratio: 0.8636 - r_coeff: 0.7013 - val_loss: 914.5359 - val_success_ratio: 0.8500 - val_r_coeff: 0.6340
Epoch 77/5000
0s - loss: 456.4415 - success_ratio: 0.8636 - r_coeff: 0.7028 - val_loss: 910.8834 - val_success_ratio: 0.8500 - val_r_coeff: 0.6355
Epoch 78/5000
0s - loss: 454.1657 - success_ratio: 0.8611 - r_coeff: 0.7043 - val_loss: 907.2538 - val_success_ratio: 0.8500 - val_r_coeff: 0.6370
Epoch 79/5000
0s - loss: 451.9068 - success_ratio: 0.8611 - r_coeff: 0.7058 - val_loss: 903.6476 - val_success_ratio: 0.8500 - val_r_coeff: 0.6384
Epoch 80/5000
0s - loss: 449.6647 - success_ratio: 0.8611 - r_coeff: 0.7072 - val_loss: 900.0639 - val_success_ratio: 0.8500 - val_r_coeff: 0.6398
Epoch 81/5000
0s - loss: 447.4391 - success_ratio: 0.8586 - r_coeff: 0.7087 - val_loss: 896.5026 - val_success_ratio: 0.8500 - val_r_coeff: 0.6413
Epoch 82/5000
0s - loss: 445.2298 - success_ratio: 0.8561 - r_coeff: 0.7101 - val_loss: 892.9633 - val_success_ratio: 0.8500 - val_r_coeff: 0.6427
Epoch 83/5000
0s - loss: 443.0367 - success_ratio: 0.8561 - r_coeff: 0.7115 - val_loss: 889.4458 - val_success_ratio: 0.8500 - val_r_coeff: 0.6441
Epoch 84/5000
0s - loss: 440.8597 - success_ratio: 0.8561 - r_coeff: 0.7130 - val_loss: 885.9501 - val_success_ratio: 0.8500 - val_r_coeff: 0.6455
Epoch 85/5000
0s - loss: 438.6984 - success_ratio: 0.8561 - r_coeff: 0.7144 - val_loss: 882.4755 - val_success_ratio: 0.8500 - val_r_coeff: 0.6469
Epoch 86/5000
0s - loss: 436.5528 - success_ratio: 0.8586 - r_coeff: 0.7158 - val_loss: 879.0223 - val_success_ratio: 0.8600 - val_r_coeff: 0.6483
Epoch 87/5000
0s - loss: 434.4228 - success_ratio: 0.8611 - r_coeff: 0.7171 - val_loss: 875.5903 - val_success_ratio: 0.8600 - val_r_coeff: 0.6496
Epoch 88/5000
0s - loss: 432.3082 - success_ratio: 0.8611 - r_coeff: 0.7185 - val_loss: 872.1788 - val_success_ratio: 0.8600 - val_r_coeff: 0.6510
Epoch 89/5000
0s - loss: 430.2087 - success_ratio: 0.8611 - r_coeff: 0.7199 - val_loss: 868.7882 - val_success_ratio: 0.8700 - val_r_coeff: 0.6524
Epoch 90/5000
0s - loss: 428.1245 - success_ratio: 0.8611 - r_coeff: 0.7212 - val_loss: 865.4180 - val_success_ratio: 0.8700 - val_r_coeff: 0.6537
Epoch 91/5000
0s - loss: 426.0551 - success_ratio: 0.8636 - r_coeff: 0.7226 - val_loss: 862.0683 - val_success_ratio: 0.8700 - val_r_coeff: 0.6550
Epoch 92/5000
0s - loss: 424.0007 - success_ratio: 0.8636 - r_coeff: 0.7239 - val_loss: 858.7389 - val_success_ratio: 0.8800 - val_r_coeff: 0.6564
Epoch 93/5000
0s - loss: 421.9610 - success_ratio: 0.8636 - r_coeff: 0.7253 - val_loss: 855.4292 - val_success_ratio: 0.8800 - val_r_coeff: 0.6577
Epoch 94/5000
0s - loss: 419.9359 - success_ratio: 0.8636 - r_coeff: 0.7266 - val_loss: 852.1396 - val_success_ratio: 0.8800 - val_r_coeff: 0.6590
Epoch 95/5000
0s - loss: 417.9254 - success_ratio: 0.8636 - r_coeff: 0.7279 - val_loss: 848.8696 - val_success_ratio: 0.8800 - val_r_coeff: 0.6603
Epoch 96/5000
0s - loss: 415.9292 - success_ratio: 0.8636 - r_coeff: 0.7292 - val_loss: 845.6191 - val_success_ratio: 0.8800 - val_r_coeff: 0.6616
Epoch 97/5000
0s - loss: 413.9473 - success_ratio: 0.8636 - r_coeff: 0.7305 - val_loss: 842.3878 - val_success_ratio: 0.8800 - val_r_coeff: 0.6629
Epoch 98/5000
0s - loss: 411.9796 - success_ratio: 0.8611 - r_coeff: 0.7318 - val_loss: 839.1755 - val_success_ratio: 0.8800 - val_r_coeff: 0.6642
Epoch 99/5000
0s - loss: 410.0260 - success_ratio: 0.8636 - r_coeff: 0.7330 - val_loss: 835.9821 - val_success_ratio: 0.8800 - val_r_coeff: 0.6655
Epoch 100/5000
0s - loss: 408.0864 - success_ratio: 0.8611 - r_coeff: 0.7343 - val_loss: 832.8070 - val_success_ratio: 0.8800 - val_r_coeff: 0.6667
Epoch 101/5000
0s - loss: 406.1607 - success_ratio: 0.8586 - r_coeff: 0.7355 - val_loss: 829.6503 - val_success_ratio: 0.8800 - val_r_coeff: 0.6680
Epoch 102/5000
0s - loss: 404.2487 - success_ratio: 0.8586 - r_coeff: 0.7368 - val_loss: 826.5115 - val_success_ratio: 0.8800 - val_r_coeff: 0.6693
Epoch 103/5000
0s - loss: 402.3504 - success_ratio: 0.8586 - r_coeff: 0.7380 - val_loss: 823.3903 - val_success_ratio: 0.8900 - val_r_coeff: 0.6705
Epoch 104/5000
0s - loss: 400.4657 - success_ratio: 0.8586 - r_coeff: 0.7393 - val_loss: 820.2863 - val_success_ratio: 0.8900 - val_r_coeff: 0.6718
Epoch 105/5000
0s - loss: 398.5943 - success_ratio: 0.8561 - r_coeff: 0.7405 - val_loss: 817.1989 - val_success_ratio: 0.8900 - val_r_coeff: 0.6730
Epoch 106/5000
0s - loss: 396.7364 - success_ratio: 0.8561 - r_coeff: 0.7417 - val_loss: 814.1277 - val_success_ratio: 0.8900 - val_r_coeff: 0.6742
Epoch 107/5000
0s - loss: 394.8916 - success_ratio: 0.8586 - r_coeff: 0.7429 - val_loss: 811.0723 - val_success_ratio: 0.8900 - val_r_coeff: 0.6754
Epoch 108/5000
0s - loss: 393.0599 - success_ratio: 0.8611 - r_coeff: 0.7441 - val_loss: 808.0325 - val_success_ratio: 0.8900 - val_r_coeff: 0.6767
Epoch 109/5000
0s - loss: 391.2413 - success_ratio: 0.8611 - r_coeff: 0.7453 - val_loss: 805.0069 - val_success_ratio: 0.8900 - val_r_coeff: 0.6779
Epoch 110/5000
0s - loss: 389.4353 - success_ratio: 0.8611 - r_coeff: 0.7464 - val_loss: 801.9956 - val_success_ratio: 0.8900 - val_r_coeff: 0.6791
Epoch 111/5000
0s - loss: 387.6422 - success_ratio: 0.8662 - r_coeff: 0.7476 - val_loss: 798.9974 - val_success_ratio: 0.8900 - val_r_coeff: 0.6803
Epoch 112/5000
0s - loss: 385.8615 - success_ratio: 0.8687 - r_coeff: 0.7488 - val_loss: 796.0121 - val_success_ratio: 0.8900 - val_r_coeff: 0.6815
Epoch 113/5000
0s - loss: 384.0933 - success_ratio: 0.8687 - r_coeff: 0.7499 - val_loss: 793.0387 - val_success_ratio: 0.8900 - val_r_coeff: 0.6827
Epoch 114/5000
0s - loss: 382.3373 - success_ratio: 0.8687 - r_coeff: 0.7511 - val_loss: 790.0760 - val_success_ratio: 0.8900 - val_r_coeff: 0.6838
Epoch 115/5000
0s - loss: 380.5934 - success_ratio: 0.8687 - r_coeff: 0.7522 - val_loss: 787.1238 - val_success_ratio: 0.8900 - val_r_coeff: 0.6850
Epoch 116/5000
0s - loss: 378.8614 - success_ratio: 0.8662 - r_coeff: 0.7533 - val_loss: 784.1801 - val_success_ratio: 0.8900 - val_r_coeff: 0.6862
Epoch 117/5000
0s - loss: 377.1411 - success_ratio: 0.8636 - r_coeff: 0.7544 - val_loss: 781.2456 - val_success_ratio: 0.8900 - val_r_coeff: 0.6874
Epoch 118/5000
0s - loss: 375.4324 - success_ratio: 0.8687 - r_coeff: 0.7556 - val_loss: 778.3153 - val_success_ratio: 0.8900 - val_r_coeff: 0.6886
Epoch 119/5000
0s - loss: 373.7350 - success_ratio: 0.8687 - r_coeff: 0.7567 - val_loss: 775.3979 - val_success_ratio: 0.8900 - val_r_coeff: 0.6897
Epoch 120/5000
0s - loss: 372.0488 - success_ratio: 0.8687 - r_coeff: 0.7578 - val_loss: 772.4666 - val_success_ratio: 0.8900 - val_r_coeff: 0.6909
Epoch 121/5000
0s - loss: 370.3735 - success_ratio: 0.8662 - r_coeff: 0.7588 - val_loss: 769.5907 - val_success_ratio: 0.8900 - val_r_coeff: 0.6920
Epoch 122/5000
0s - loss: 368.7096 - success_ratio: 0.8662 - r_coeff: 0.7599 - val_loss: 766.5901 - val_success_ratio: 0.8900 - val_r_coeff: 0.6932
Epoch 123/5000
0s - loss: 367.0601 - success_ratio: 0.8687 - r_coeff: 0.7610 - val_loss: 764.0148 - val_success_ratio: 0.9000 - val_r_coeff: 0.6943
Epoch 124/5000
0s - loss: 365.4506 - success_ratio: 0.8662 - r_coeff: 0.7621 - val_loss: 760.9972 - val_success_ratio: 0.8900 - val_r_coeff: 0.6955
Epoch 125/5000
0s - loss: 363.8183 - success_ratio: 0.8687 - r_coeff: 0.7631 - val_loss: 758.1233 - val_success_ratio: 0.9000 - val_r_coeff: 0.6966
Epoch 126/5000
0s - loss: 362.1878 - success_ratio: 0.8662 - r_coeff: 0.7642 - val_loss: 755.2419 - val_success_ratio: 0.8900 - val_r_coeff: 0.6978
Epoch 127/5000
0s - loss: 360.5630 - success_ratio: 0.8687 - r_coeff: 0.7652 - val_loss: 752.3270 - val_success_ratio: 0.8900 - val_r_coeff: 0.6990
Epoch 128/5000
0s - loss: 358.9584 - success_ratio: 0.8687 - r_coeff: 0.7663 - val_loss: 749.4698 - val_success_ratio: 0.9000 - val_r_coeff: 0.7001
Epoch 129/5000
0s - loss: 357.3636 - success_ratio: 0.8662 - r_coeff: 0.7673 - val_loss: 746.5579 - val_success_ratio: 0.9000 - val_r_coeff: 0.7013
Epoch 130/5000
0s - loss: 355.7795 - success_ratio: 0.8687 - r_coeff: 0.7684 - val_loss: 743.6821 - val_success_ratio: 0.9000 - val_r_coeff: 0.7024
Epoch 131/5000
0s - loss: 354.2032 - success_ratio: 0.8662 - r_coeff: 0.7694 - val_loss: 740.7539 - val_success_ratio: 0.9000 - val_r_coeff: 0.7036
Epoch 132/5000
0s - loss: 352.6355 - success_ratio: 0.8687 - r_coeff: 0.7704 - val_loss: 737.8530 - val_success_ratio: 0.9000 - val_r_coeff: 0.7047
Epoch 133/5000
0s - loss: 351.0749 - success_ratio: 0.8737 - r_coeff: 0.7714 - val_loss: 734.8950 - val_success_ratio: 0.9000 - val_r_coeff: 0.7059
Epoch 134/5000
0s - loss: 349.5219 - success_ratio: 0.8737 - r_coeff: 0.7724 - val_loss: 731.9662 - val_success_ratio: 0.9000 - val_r_coeff: 0.7071
Epoch 135/5000
0s - loss: 347.9754 - success_ratio: 0.8788 - r_coeff: 0.7734 - val_loss: 728.9662 - val_success_ratio: 0.9000 - val_r_coeff: 0.7083
Epoch 136/5000
0s - loss: 346.4358 - success_ratio: 0.8788 - r_coeff: 0.7744 - val_loss: 726.0114 - val_success_ratio: 0.9000 - val_r_coeff: 0.7095
Epoch 137/5000
0s - loss: 344.9022 - success_ratio: 0.8763 - r_coeff: 0.7754 - val_loss: 722.9551 - val_success_ratio: 0.9000 - val_r_coeff: 0.7107
Epoch 138/5000
0s - loss: 343.3749 - success_ratio: 0.8763 - r_coeff: 0.7764 - val_loss: 719.9872 - val_success_ratio: 0.9000 - val_r_coeff: 0.7119
Epoch 139/5000
0s - loss: 341.8531 - success_ratio: 0.8763 - r_coeff: 0.7774 - val_loss: 716.8544 - val_success_ratio: 0.9000 - val_r_coeff: 0.7131
Epoch 140/5000
0s - loss: 340.3378 - success_ratio: 0.8763 - r_coeff: 0.7784 - val_loss: 713.9124 - val_success_ratio: 0.9000 - val_r_coeff: 0.7143
Epoch 141/5000
0s - loss: 338.8279 - success_ratio: 0.8763 - r_coeff: 0.7794 - val_loss: 710.6722 - val_success_ratio: 0.9000 - val_r_coeff: 0.7156
Epoch 142/5000
0s - loss: 337.3258 - success_ratio: 0.8763 - r_coeff: 0.7804 - val_loss: 707.8381 - val_success_ratio: 0.9100 - val_r_coeff: 0.7168
Epoch 143/5000
0s - loss: 335.8284 - success_ratio: 0.8763 - r_coeff: 0.7813 - val_loss: 704.4554 - val_success_ratio: 0.9100 - val_r_coeff: 0.7181
Epoch 144/5000
0s - loss: 334.3405 - success_ratio: 0.8763 - r_coeff: 0.7823 - val_loss: 701.7912 - val_success_ratio: 0.9100 - val_r_coeff: 0.7192
Epoch 145/5000
0s - loss: 332.8536 - success_ratio: 0.8763 - r_coeff: 0.7833 - val_loss: 698.2868 - val_success_ratio: 0.9100 - val_r_coeff: 0.7206
Epoch 146/5000
0s - loss: 331.3748 - success_ratio: 0.8763 - r_coeff: 0.7842 - val_loss: 695.7007 - val_success_ratio: 0.9100 - val_r_coeff: 0.7216
Epoch 147/5000
0s - loss: 329.8964 - success_ratio: 0.8763 - r_coeff: 0.7852 - val_loss: 692.1823 - val_success_ratio: 0.9100 - val_r_coeff: 0.7230
Epoch 148/5000
0s - loss: 328.4254 - success_ratio: 0.8788 - r_coeff: 0.7862 - val_loss: 689.5522 - val_success_ratio: 0.9100 - val_r_coeff: 0.7241
Epoch 149/5000
0s - loss: 326.9577 - success_ratio: 0.8788 - r_coeff: 0.7871 - val_loss: 686.0835 - val_success_ratio: 0.9100 - val_r_coeff: 0.7255
Epoch 150/5000
0s - loss: 325.4962 - success_ratio: 0.8788 - r_coeff: 0.7881 - val_loss: 683.3769 - val_success_ratio: 0.9100 - val_r_coeff: 0.7265
Epoch 151/5000
0s - loss: 324.0392 - success_ratio: 0.8838 - r_coeff: 0.7890 - val_loss: 679.9520 - val_success_ratio: 0.9100 - val_r_coeff: 0.7279
Epoch 152/5000
0s - loss: 322.5872 - success_ratio: 0.8838 - r_coeff: 0.7900 - val_loss: 677.1857 - val_success_ratio: 0.9100 - val_r_coeff: 0.7290
Epoch 153/5000
0s - loss: 321.1398 - success_ratio: 0.8838 - r_coeff: 0.7909 - val_loss: 673.7810 - val_success_ratio: 0.9100 - val_r_coeff: 0.7304
Epoch 154/5000
0s - loss: 319.6969 - success_ratio: 0.8838 - r_coeff: 0.7918 - val_loss: 670.9852 - val_success_ratio: 0.9100 - val_r_coeff: 0.7315
Epoch 155/5000
0s - loss: 318.2586 - success_ratio: 0.8838 - r_coeff: 0.7928 - val_loss: 667.5798 - val_success_ratio: 0.9100 - val_r_coeff: 0.7329
Epoch 156/5000
0s - loss: 316.8245 - success_ratio: 0.8864 - r_coeff: 0.7937 - val_loss: 664.7859 - val_success_ratio: 0.9100 - val_r_coeff: 0.7340
Epoch 157/5000
0s - loss: 315.3953 - success_ratio: 0.8838 - r_coeff: 0.7946 - val_loss: 661.3627 - val_success_ratio: 0.9100 - val_r_coeff: 0.7354
Epoch 158/5000
0s - loss: 313.9702 - success_ratio: 0.8864 - r_coeff: 0.7956 - val_loss: 658.6041 - val_success_ratio: 0.9100 - val_r_coeff: 0.7365
Epoch 159/5000
0s - loss: 312.5503 - success_ratio: 0.8838 - r_coeff: 0.7965 - val_loss: 655.1468 - val_success_ratio: 0.9100 - val_r_coeff: 0.7378
Epoch 160/5000
0s - loss: 311.1346 - success_ratio: 0.8864 - r_coeff: 0.7974 - val_loss: 652.4583 - val_success_ratio: 0.9100 - val_r_coeff: 0.7389
Epoch 161/5000
0s - loss: 309.7245 - success_ratio: 0.8914 - r_coeff: 0.7983 - val_loss: 648.9515 - val_success_ratio: 0.9100 - val_r_coeff: 0.7403
Epoch 162/5000
0s - loss: 308.3189 - success_ratio: 0.8914 - r_coeff: 0.7993 - val_loss: 646.3667 - val_success_ratio: 0.9100 - val_r_coeff: 0.7414
Epoch 163/5000
0s - loss: 306.9192 - success_ratio: 0.8914 - r_coeff: 0.8002 - val_loss: 642.8016 - val_success_ratio: 0.9100 - val_r_coeff: 0.7428
Epoch 164/5000
0s - loss: 305.5241 - success_ratio: 0.8914 - r_coeff: 0.8011 - val_loss: 640.3376 - val_success_ratio: 0.9100 - val_r_coeff: 0.7438
Epoch 165/5000
0s - loss: 304.1353 - success_ratio: 0.8914 - r_coeff: 0.8020 - val_loss: 636.7252 - val_success_ratio: 0.9100 - val_r_coeff: 0.7452
Epoch 166/5000
0s - loss: 302.7508 - success_ratio: 0.8914 - r_coeff: 0.8029 - val_loss: 634.3620 - val_success_ratio: 0.9100 - val_r_coeff: 0.7462
Epoch 167/5000
0s - loss: 301.3727 - success_ratio: 0.8914 - r_coeff: 0.8038 - val_loss: 630.7410 - val_success_ratio: 0.9100 - val_r_coeff: 0.7476
Epoch 168/5000
0s - loss: 299.9986 - success_ratio: 0.8939 - r_coeff: 0.8047 - val_loss: 628.4219 - val_success_ratio: 0.9100 - val_r_coeff: 0.7485
Epoch 169/5000
0s - loss: 298.6307 - success_ratio: 0.8939 - r_coeff: 0.8056 - val_loss: 624.8421 - val_success_ratio: 0.9200 - val_r_coeff: 0.7500
Epoch 170/5000
0s - loss: 297.2668 - success_ratio: 0.8939 - r_coeff: 0.8064 - val_loss: 622.5114 - val_success_ratio: 0.9200 - val_r_coeff: 0.7509
Epoch 171/5000
0s - loss: 295.9091 - success_ratio: 0.8939 - r_coeff: 0.8073 - val_loss: 619.0027 - val_success_ratio: 0.9200 - val_r_coeff: 0.7523
Epoch 172/5000
0s - loss: 294.5555 - success_ratio: 0.8939 - r_coeff: 0.8082 - val_loss: 616.6360 - val_success_ratio: 0.9200 - val_r_coeff: 0.7533
Epoch 173/5000
0s - loss: 293.2080 - success_ratio: 0.8939 - r_coeff: 0.8091 - val_loss: 613.2003 - val_success_ratio: 0.9200 - val_r_coeff: 0.7546
Epoch 174/5000
0s - loss: 291.8647 - success_ratio: 0.8939 - r_coeff: 0.8100 - val_loss: 610.8024 - val_success_ratio: 0.9200 - val_r_coeff: 0.7556
Epoch 175/5000
0s - loss: 290.5275 - success_ratio: 0.8939 - r_coeff: 0.8108 - val_loss: 607.4235 - val_success_ratio: 0.9200 - val_r_coeff: 0.7569
Epoch 176/5000
0s - loss: 289.1944 - success_ratio: 0.8939 - r_coeff: 0.8117 - val_loss: 605.0144 - val_success_ratio: 0.9200 - val_r_coeff: 0.7579
Epoch 177/5000
0s - loss: 287.8673 - success_ratio: 0.8965 - r_coeff: 0.8126 - val_loss: 601.6714 - val_success_ratio: 0.9200 - val_r_coeff: 0.7592
Epoch 178/5000
0s - loss: 286.5444 - success_ratio: 0.8965 - r_coeff: 0.8134 - val_loss: 599.2756 - val_success_ratio: 0.9200 - val_r_coeff: 0.7602
Epoch 179/5000
0s - loss: 285.2275 - success_ratio: 0.8965 - r_coeff: 0.8143 - val_loss: 595.9485 - val_success_ratio: 0.9200 - val_r_coeff: 0.7615
Epoch 180/5000
0s - loss: 283.9148 - success_ratio: 0.8965 - r_coeff: 0.8151 - val_loss: 593.5900 - val_success_ratio: 0.9300 - val_r_coeff: 0.7625
Epoch 181/5000
0s - loss: 282.6082 - success_ratio: 0.8965 - r_coeff: 0.8160 - val_loss: 590.2620 - val_success_ratio: 0.9300 - val_r_coeff: 0.7638
Epoch 182/5000
0s - loss: 281.3058 - success_ratio: 0.8965 - r_coeff: 0.8168 - val_loss: 587.9606 - val_success_ratio: 0.9300 - val_r_coeff: 0.7647
Epoch 183/5000
0s - loss: 280.0097 - success_ratio: 0.8965 - r_coeff: 0.8177 - val_loss: 584.6221 - val_success_ratio: 0.9300 - val_r_coeff: 0.7661
Epoch 184/5000
0s - loss: 278.7177 - success_ratio: 0.8990 - r_coeff: 0.8185 - val_loss: 582.3867 - val_success_ratio: 0.9300 - val_r_coeff: 0.7670
Epoch 185/5000
0s - loss: 277.4321 - success_ratio: 0.8990 - r_coeff: 0.8194 - val_loss: 579.0398 - val_success_ratio: 0.9300 - val_r_coeff: 0.7683
Epoch 186/5000
0s - loss: 276.1505 - success_ratio: 0.8990 - r_coeff: 0.8202 - val_loss: 576.8633 - val_success_ratio: 0.9300 - val_r_coeff: 0.7692
Epoch 187/5000
0s - loss: 274.8754 - success_ratio: 0.9015 - r_coeff: 0.8210 - val_loss: 573.5225 - val_success_ratio: 0.9300 - val_r_coeff: 0.7705
Epoch 188/5000
0s - loss: 273.6042 - success_ratio: 0.9015 - r_coeff: 0.8219 - val_loss: 571.3842 - val_success_ratio: 0.9300 - val_r_coeff: 0.7714
Epoch 189/5000
0s - loss: 272.3395 - success_ratio: 0.9040 - r_coeff: 0.8227 - val_loss: 568.0705 - val_success_ratio: 0.9300 - val_r_coeff: 0.7727
Epoch 190/5000
0s - loss: 271.0786 - success_ratio: 0.9015 - r_coeff: 0.8235 - val_loss: 565.9461 - val_success_ratio: 0.9300 - val_r_coeff: 0.7735
Epoch 191/5000
0s - loss: 269.8242 - success_ratio: 0.9040 - r_coeff: 0.8243 - val_loss: 562.6765 - val_success_ratio: 0.9300 - val_r_coeff: 0.7748
Epoch 192/5000
0s - loss: 268.5736 - success_ratio: 0.9015 - r_coeff: 0.8251 - val_loss: 560.5510 - val_success_ratio: 0.9300 - val_r_coeff: 0.7757
Epoch 193/5000
0s - loss: 267.3294 - success_ratio: 0.9040 - r_coeff: 0.8259 - val_loss: 557.3311 - val_success_ratio: 0.9300 - val_r_coeff: 0.7770
Epoch 194/5000
0s - loss: 266.0891 - success_ratio: 0.9015 - r_coeff: 0.8267 - val_loss: 555.2029 - val_success_ratio: 0.9400 - val_r_coeff: 0.7778
Epoch 195/5000
0s - loss: 264.8552 - success_ratio: 0.9040 - r_coeff: 0.8276 - val_loss: 552.0282 - val_success_ratio: 0.9300 - val_r_coeff: 0.7791
Epoch 196/5000
0s - loss: 263.6252 - success_ratio: 0.9015 - r_coeff: 0.8284 - val_loss: 549.9049 - val_success_ratio: 0.9400 - val_r_coeff: 0.7800
Epoch 197/5000
0s - loss: 262.4015 - success_ratio: 0.9040 - r_coeff: 0.8292 - val_loss: 546.7650 - val_success_ratio: 0.9300 - val_r_coeff: 0.7812
Epoch 198/5000
0s - loss: 261.1818 - success_ratio: 0.9015 - r_coeff: 0.8299 - val_loss: 544.6594 - val_success_ratio: 0.9400 - val_r_coeff: 0.7821
Epoch 199/5000
0s - loss: 259.9684 - success_ratio: 0.9040 - r_coeff: 0.8307 - val_loss: 541.5427 - val_success_ratio: 0.9300 - val_r_coeff: 0.7833
Epoch 200/5000
0s - loss: 258.7589 - success_ratio: 0.9015 - r_coeff: 0.8315 - val_loss: 539.4672 - val_success_ratio: 0.9400 - val_r_coeff: 0.7841
Epoch 201/5000
0s - loss: 257.5557 - success_ratio: 0.9040 - r_coeff: 0.8323 - val_loss: 536.3646 - val_success_ratio: 0.9300 - val_r_coeff: 0.7854
Epoch 202/5000
0s - loss: 256.3564 - success_ratio: 0.9015 - r_coeff: 0.8331 - val_loss: 534.3281 - val_success_ratio: 0.9400 - val_r_coeff: 0.7862
Epoch 203/5000
0s - loss: 255.1636 - success_ratio: 0.9015 - r_coeff: 0.8339 - val_loss: 531.2356 - val_success_ratio: 0.9400 - val_r_coeff: 0.7874
Epoch 204/5000
0s - loss: 253.9746 - success_ratio: 0.9015 - r_coeff: 0.8346 - val_loss: 529.2399 - val_success_ratio: 0.9400 - val_r_coeff: 0.7882
Epoch 205/5000
0s - loss: 252.7921 - success_ratio: 0.9015 - r_coeff: 0.8354 - val_loss: 526.1597 - val_success_ratio: 0.9400 - val_r_coeff: 0.7895
Epoch 206/5000
0s - loss: 251.6133 - success_ratio: 0.9015 - r_coeff: 0.8362 - val_loss: 524.1996 - val_success_ratio: 0.9400 - val_r_coeff: 0.7902
Epoch 207/5000
0s - loss: 250.4410 - success_ratio: 0.9015 - r_coeff: 0.8369 - val_loss: 521.1393 - val_success_ratio: 0.9400 - val_r_coeff: 0.7915
Epoch 208/5000
0s - loss: 249.2724 - success_ratio: 0.9015 - r_coeff: 0.8377 - val_loss: 519.2048 - val_success_ratio: 0.9400 - val_r_coeff: 0.7922
Epoch 209/5000
0s - loss: 248.1102 - success_ratio: 0.9015 - r_coeff: 0.8385 - val_loss: 516.1735 - val_success_ratio: 0.9400 - val_r_coeff: 0.7935
Epoch 210/5000
0s - loss: 246.9518 - success_ratio: 0.9040 - r_coeff: 0.8392 - val_loss: 514.2551 - val_success_ratio: 0.9400 - val_r_coeff: 0.7942
Epoch 211/5000
0s - loss: 245.7998 - success_ratio: 0.9040 - r_coeff: 0.8400 - val_loss: 511.2586 - val_success_ratio: 0.9400 - val_r_coeff: 0.7954
Epoch 212/5000
0s - loss: 244.6514 - success_ratio: 0.9040 - r_coeff: 0.8407 - val_loss: 509.3517 - val_success_ratio: 0.9400 - val_r_coeff: 0.7962
Epoch 213/5000
0s - loss: 243.5095 - success_ratio: 0.9040 - r_coeff: 0.8415 - val_loss: 506.3917 - val_success_ratio: 0.9500 - val_r_coeff: 0.7974
Epoch 214/5000
0s - loss: 242.3713 - success_ratio: 0.9040 - r_coeff: 0.8422 - val_loss: 504.4966 - val_success_ratio: 0.9400 - val_r_coeff: 0.7981
Epoch 215/5000
0s - loss: 241.2394 - success_ratio: 0.9040 - r_coeff: 0.8429 - val_loss: 501.5701 - val_success_ratio: 0.9500 - val_r_coeff: 0.7993
Epoch 216/5000
0s - loss: 240.1114 - success_ratio: 0.9040 - r_coeff: 0.8437 - val_loss: 499.6914 - val_success_ratio: 0.9500 - val_r_coeff: 0.8000
Epoch 217/5000
0s - loss: 238.9895 - success_ratio: 0.9066 - r_coeff: 0.8444 - val_loss: 496.7928 - val_success_ratio: 0.9500 - val_r_coeff: 0.8012
Epoch 218/5000
0s - loss: 237.8716 - success_ratio: 0.9040 - r_coeff: 0.8451 - val_loss: 494.9368 - val_success_ratio: 0.9500 - val_r_coeff: 0.8019
Epoch 219/5000
0s - loss: 236.7598 - success_ratio: 0.9066 - r_coeff: 0.8458 - val_loss: 492.0608 - val_success_ratio: 0.9500 - val_r_coeff: 0.8031
Epoch 220/5000
0s - loss: 235.6519 - success_ratio: 0.9066 - r_coeff: 0.8466 - val_loss: 490.2326 - val_success_ratio: 0.9500 - val_r_coeff: 0.8038
Epoch 221/5000
0s - loss: 234.5502 - success_ratio: 0.9066 - r_coeff: 0.8473 - val_loss: 487.3761 - val_success_ratio: 0.9500 - val_r_coeff: 0.8050
Epoch 222/5000
0s - loss: 233.4523 - success_ratio: 0.9066 - r_coeff: 0.8480 - val_loss: 485.5778 - val_success_ratio: 0.9500 - val_r_coeff: 0.8057
Epoch 223/5000
0s - loss: 232.3607 - success_ratio: 0.9066 - r_coeff: 0.8487 - val_loss: 482.7402 - val_success_ratio: 0.9500 - val_r_coeff: 0.8068
Epoch 224/5000
0s - loss: 231.2727 - success_ratio: 0.9066 - r_coeff: 0.8494 - val_loss: 480.9707 - val_success_ratio: 0.9500 - val_r_coeff: 0.8075
Epoch 225/5000
0s - loss: 230.1911 - success_ratio: 0.9066 - r_coeff: 0.8501 - val_loss: 478.1548 - val_success_ratio: 0.9500 - val_r_coeff: 0.8087
Epoch 226/5000
0s - loss: 229.1131 - success_ratio: 0.9066 - r_coeff: 0.8508 - val_loss: 476.4101 - val_success_ratio: 0.9500 - val_r_coeff: 0.8094
Epoch 227/5000
0s - loss: 228.0415 - success_ratio: 0.9066 - r_coeff: 0.8515 - val_loss: 473.6197 - val_success_ratio: 0.9500 - val_r_coeff: 0.8105
Epoch 228/5000
0s - loss: 226.9734 - success_ratio: 0.9066 - r_coeff: 0.8522 - val_loss: 471.8954 - val_success_ratio: 0.9500 - val_r_coeff: 0.8112
Epoch 229/5000
0s - loss: 225.9117 - success_ratio: 0.9066 - r_coeff: 0.8529 - val_loss: 469.1338 - val_success_ratio: 0.9500 - val_r_coeff: 0.8123
Epoch 230/5000
0s - loss: 224.8537 - success_ratio: 0.9066 - r_coeff: 0.8536 - val_loss: 467.4269 - val_success_ratio: 0.9500 - val_r_coeff: 0.8130
Epoch 231/5000
0s - loss: 223.8018 - success_ratio: 0.9066 - r_coeff: 0.8543 - val_loss: 464.6955 - val_success_ratio: 0.9500 - val_r_coeff: 0.8140
Epoch 232/5000
0s - loss: 222.7536 - success_ratio: 0.9066 - r_coeff: 0.8550 - val_loss: 463.0056 - val_success_ratio: 0.9500 - val_r_coeff: 0.8147
Epoch 233/5000
0s - loss: 221.7115 - success_ratio: 0.9066 - r_coeff: 0.8556 - val_loss: 460.3035 - val_success_ratio: 0.9500 - val_r_coeff: 0.8158
Epoch 234/5000
0s - loss: 220.6732 - success_ratio: 0.9066 - r_coeff: 0.8563 - val_loss: 458.6317 - val_success_ratio: 0.9500 - val_r_coeff: 0.8165
Epoch 235/5000
0s - loss: 219.6411 - success_ratio: 0.9066 - r_coeff: 0.8570 - val_loss: 455.9570 - val_success_ratio: 0.9500 - val_r_coeff: 0.8175
Epoch 236/5000
0s - loss: 218.6125 - success_ratio: 0.9066 - r_coeff: 0.8577 - val_loss: 454.3061 - val_success_ratio: 0.9500 - val_r_coeff: 0.8182
Epoch 237/5000
0s - loss: 217.5902 - success_ratio: 0.9066 - r_coeff: 0.8583 - val_loss: 451.6560 - val_success_ratio: 0.9500 - val_r_coeff: 0.8193
Epoch 238/5000
0s - loss: 216.5715 - success_ratio: 0.9066 - r_coeff: 0.8590 - val_loss: 450.0286 - val_success_ratio: 0.9500 - val_r_coeff: 0.8199
Epoch 239/5000
0s - loss: 215.5591 - success_ratio: 0.9091 - r_coeff: 0.8596 - val_loss: 447.4013 - val_success_ratio: 0.9500 - val_r_coeff: 0.8210
Epoch 240/5000
0s - loss: 214.5501 - success_ratio: 0.9091 - r_coeff: 0.8603 - val_loss: 445.7986 - val_success_ratio: 0.9500 - val_r_coeff: 0.8216
Epoch 241/5000
0s - loss: 213.5474 - success_ratio: 0.9066 - r_coeff: 0.8610 - val_loss: 443.1936 - val_success_ratio: 0.9500 - val_r_coeff: 0.8227
Epoch 242/5000
0s - loss: 212.5483 - success_ratio: 0.9091 - r_coeff: 0.8616 - val_loss: 441.6151 - val_success_ratio: 0.9500 - val_r_coeff: 0.8233
Epoch 243/5000
0s - loss: 211.5553 - success_ratio: 0.9066 - r_coeff: 0.8623 - val_loss: 439.0333 - val_success_ratio: 0.9500 - val_r_coeff: 0.8243
Epoch 244/5000
0s - loss: 210.5659 - success_ratio: 0.9091 - r_coeff: 0.8629 - val_loss: 437.4777 - val_success_ratio: 0.9500 - val_r_coeff: 0.8249
Epoch 245/5000
0s - loss: 209.5827 - success_ratio: 0.9066 - r_coeff: 0.8635 - val_loss: 434.9204 - val_success_ratio: 0.9500 - val_r_coeff: 0.8260
Epoch 246/5000
0s - loss: 208.6029 - success_ratio: 0.9116 - r_coeff: 0.8642 - val_loss: 433.3856 - val_success_ratio: 0.9500 - val_r_coeff: 0.8266
Epoch 247/5000
0s - loss: 207.6294 - success_ratio: 0.9091 - r_coeff: 0.8648 - val_loss: 430.8546 - val_success_ratio: 0.9500 - val_r_coeff: 0.8276
Epoch 248/5000
0s - loss: 206.6593 - success_ratio: 0.9091 - r_coeff: 0.8654 - val_loss: 429.3391 - val_success_ratio: 0.9500 - val_r_coeff: 0.8282
Epoch 249/5000
0s - loss: 205.6954 - success_ratio: 0.9116 - r_coeff: 0.8661 - val_loss: 426.8351 - val_success_ratio: 0.9500 - val_r_coeff: 0.8292
Epoch 250/5000
0s - loss: 204.7350 - success_ratio: 0.9091 - r_coeff: 0.8667 - val_loss: 425.3383 - val_success_ratio: 0.9500 - val_r_coeff: 0.8298
Epoch 251/5000
0s - loss: 203.7807 - success_ratio: 0.9116 - r_coeff: 0.8673 - val_loss: 422.8611 - val_success_ratio: 0.9500 - val_r_coeff: 0.8308
Epoch 252/5000
0s - loss: 202.8299 - success_ratio: 0.9116 - r_coeff: 0.8679 - val_loss: 421.3836 - val_success_ratio: 0.9500 - val_r_coeff: 0.8314
Epoch 253/5000
0s - loss: 201.8852 - success_ratio: 0.9116 - r_coeff: 0.8686 - val_loss: 418.9320 - val_success_ratio: 0.9500 - val_r_coeff: 0.8324
Epoch 254/5000
0s - loss: 200.9440 - success_ratio: 0.9116 - r_coeff: 0.8692 - val_loss: 417.4749 - val_success_ratio: 0.9500 - val_r_coeff: 0.8329
Epoch 255/5000
0s - loss: 200.0089 - success_ratio: 0.9116 - r_coeff: 0.8698 - val_loss: 415.0479 - val_success_ratio: 0.9500 - val_r_coeff: 0.8339
Epoch 256/5000
0s - loss: 199.0772 - success_ratio: 0.9116 - r_coeff: 0.8704 - val_loss: 413.6122 - val_success_ratio: 0.9500 - val_r_coeff: 0.8345
Epoch 257/5000
0s - loss: 198.1517 - success_ratio: 0.9116 - r_coeff: 0.8710 - val_loss: 411.2089 - val_success_ratio: 0.9500 - val_r_coeff: 0.8355
Epoch 258/5000
0s - loss: 197.2295 - success_ratio: 0.9116 - r_coeff: 0.8716 - val_loss: 409.7950 - val_success_ratio: 0.9500 - val_r_coeff: 0.8360
Epoch 259/5000
0s - loss: 196.3135 - success_ratio: 0.9116 - r_coeff: 0.8722 - val_loss: 407.4152 - val_success_ratio: 0.9500 - val_r_coeff: 0.8370
Epoch 260/5000
0s - loss: 195.4009 - success_ratio: 0.9116 - r_coeff: 0.8728 - val_loss: 406.0233 - val_success_ratio: 0.9500 - val_r_coeff: 0.8375
Epoch 261/5000
0s - loss: 194.4943 - success_ratio: 0.9116 - r_coeff: 0.8734 - val_loss: 403.6669 - val_success_ratio: 0.9500 - val_r_coeff: 0.8385
Epoch 262/5000
0s - loss: 193.5911 - success_ratio: 0.9116 - r_coeff: 0.8740 - val_loss: 402.2960 - val_success_ratio: 0.9500 - val_r_coeff: 0.8390
Epoch 263/5000
0s - loss: 192.6940 - success_ratio: 0.9116 - r_coeff: 0.8745 - val_loss: 399.9637 - val_success_ratio: 0.9500 - val_r_coeff: 0.8400
Epoch 264/5000
0s - loss: 191.8003 - success_ratio: 0.9116 - r_coeff: 0.8751 - val_loss: 398.6132 - val_success_ratio: 0.9500 - val_r_coeff: 0.8405
Epoch 265/5000
0s - loss: 190.9126 - success_ratio: 0.9116 - r_coeff: 0.8757 - val_loss: 396.3057 - val_success_ratio: 0.9500 - val_r_coeff: 0.8414
Epoch 266/5000
0s - loss: 190.0283 - success_ratio: 0.9116 - r_coeff: 0.8763 - val_loss: 394.9747 - val_success_ratio: 0.9500 - val_r_coeff: 0.8419
Epoch 267/5000
0s - loss: 189.1500 - success_ratio: 0.9116 - r_coeff: 0.8768 - val_loss: 392.6922 - val_success_ratio: 0.9500 - val_r_coeff: 0.8429
Epoch 268/5000
0s - loss: 188.2750 - success_ratio: 0.9116 - r_coeff: 0.8774 - val_loss: 391.3805 - val_success_ratio: 0.9500 - val_r_coeff: 0.8434
Epoch 269/5000
0s - loss: 187.4061 - success_ratio: 0.9116 - r_coeff: 0.8780 - val_loss: 389.1229 - val_success_ratio: 0.9500 - val_r_coeff: 0.8443
Epoch 270/5000
0s - loss: 186.5405 - success_ratio: 0.9116 - r_coeff: 0.8785 - val_loss: 387.8306 - val_success_ratio: 0.9500 - val_r_coeff: 0.8448
Epoch 271/5000
0s - loss: 185.6808 - success_ratio: 0.9116 - r_coeff: 0.8791 - val_loss: 385.5973 - val_success_ratio: 0.9500 - val_r_coeff: 0.8457
Epoch 272/5000
0s - loss: 184.8246 - success_ratio: 0.9116 - r_coeff: 0.8797 - val_loss: 384.3248 - val_success_ratio: 0.9500 - val_r_coeff: 0.8462
Epoch 273/5000
0s - loss: 183.9742 - success_ratio: 0.9141 - r_coeff: 0.8802 - val_loss: 382.1154 - val_success_ratio: 0.9500 - val_r_coeff: 0.8471
Epoch 274/5000
0s - loss: 183.1272 - success_ratio: 0.9116 - r_coeff: 0.8808 - val_loss: 380.8631 - val_success_ratio: 0.9500 - val_r_coeff: 0.8476
Epoch 275/5000
0s - loss: 182.2862 - success_ratio: 0.9141 - r_coeff: 0.8813 - val_loss: 378.6770 - val_success_ratio: 0.9500 - val_r_coeff: 0.8485
Epoch 276/5000
0s - loss: 181.4484 - success_ratio: 0.9116 - r_coeff: 0.8819 - val_loss: 377.4452 - val_success_ratio: 0.9500 - val_r_coeff: 0.8490
Epoch 277/5000
0s - loss: 180.6167 - success_ratio: 0.9141 - r_coeff: 0.8824 - val_loss: 375.2822 - val_success_ratio: 0.9500 - val_r_coeff: 0.8498
Epoch 278/5000
0s - loss: 179.7881 - success_ratio: 0.9116 - r_coeff: 0.8829 - val_loss: 374.0707 - val_success_ratio: 0.9500 - val_r_coeff: 0.8503
Epoch 279/5000
0s - loss: 178.9655 - success_ratio: 0.9141 - r_coeff: 0.8835 - val_loss: 371.9310 - val_success_ratio: 0.9500 - val_r_coeff: 0.8512
Epoch 280/5000
0s - loss: 178.1461 - success_ratio: 0.9116 - r_coeff: 0.8840 - val_loss: 370.7393 - val_success_ratio: 0.9500 - val_r_coeff: 0.8516
Epoch 281/5000
0s - loss: 177.3327 - success_ratio: 0.9141 - r_coeff: 0.8845 - val_loss: 368.6230 - val_success_ratio: 0.9500 - val_r_coeff: 0.8525
Epoch 282/5000
0s - loss: 176.5224 - success_ratio: 0.9141 - r_coeff: 0.8851 - val_loss: 367.4508 - val_success_ratio: 0.9500 - val_r_coeff: 0.8530
Epoch 283/5000
0s - loss: 175.7182 - success_ratio: 0.9167 - r_coeff: 0.8856 - val_loss: 365.3580 - val_success_ratio: 0.9500 - val_r_coeff: 0.8538
Epoch 284/5000
0s - loss: 174.9171 - success_ratio: 0.9141 - r_coeff: 0.8861 - val_loss: 364.2050 - val_success_ratio: 0.9500 - val_r_coeff: 0.8543
Epoch 285/5000
0s - loss: 174.1219 - success_ratio: 0.9167 - r_coeff: 0.8866 - val_loss: 362.1356 - val_success_ratio: 0.9500 - val_r_coeff: 0.8551
Epoch 286/5000
0s - loss: 173.3299 - success_ratio: 0.9141 - r_coeff: 0.8871 - val_loss: 361.0017 - val_success_ratio: 0.9500 - val_r_coeff: 0.8555
Epoch 287/5000
0s - loss: 172.5438 - success_ratio: 0.9167 - r_coeff: 0.8877 - val_loss: 358.9558 - val_success_ratio: 0.9500 - val_r_coeff: 0.8564
Epoch 288/5000
0s - loss: 171.7608 - success_ratio: 0.9167 - r_coeff: 0.8882 - val_loss: 357.8408 - val_success_ratio: 0.9500 - val_r_coeff: 0.8568
Epoch 289/5000
0s - loss: 170.9837 - success_ratio: 0.9167 - r_coeff: 0.8887 - val_loss: 355.8180 - val_success_ratio: 0.9500 - val_r_coeff: 0.8576
Epoch 290/5000
0s - loss: 170.2098 - success_ratio: 0.9167 - r_coeff: 0.8892 - val_loss: 354.7221 - val_success_ratio: 0.9500 - val_r_coeff: 0.8581
Epoch 291/5000
0s - loss: 169.4417 - success_ratio: 0.9167 - r_coeff: 0.8897 - val_loss: 352.7220 - val_success_ratio: 0.9500 - val_r_coeff: 0.8589
Epoch 292/5000
0s - loss: 168.6767 - success_ratio: 0.9167 - r_coeff: 0.8902 - val_loss: 351.6456 - val_success_ratio: 0.9500 - val_r_coeff: 0.8593
Epoch 293/5000
0s - loss: 167.9176 - success_ratio: 0.9167 - r_coeff: 0.8907 - val_loss: 349.6681 - val_success_ratio: 0.9500 - val_r_coeff: 0.8601
Epoch 294/5000
0s - loss: 167.1616 - success_ratio: 0.9167 - r_coeff: 0.8912 - val_loss: 348.6107 - val_success_ratio: 0.9500 - val_r_coeff: 0.8605
Epoch 295/5000
0s - loss: 166.4114 - success_ratio: 0.9167 - r_coeff: 0.8916 - val_loss: 346.6554 - val_success_ratio: 0.9500 - val_r_coeff: 0.8613
Epoch 296/5000
0s - loss: 165.6643 - success_ratio: 0.9167 - r_coeff: 0.8921 - val_loss: 345.6172 - val_success_ratio: 0.9500 - val_r_coeff: 0.8617
Epoch 297/5000
0s - loss: 164.9231 - success_ratio: 0.9167 - r_coeff: 0.8926 - val_loss: 343.6841 - val_success_ratio: 0.9500 - val_r_coeff: 0.8625
Epoch 298/5000
0s - loss: 164.1848 - success_ratio: 0.9167 - r_coeff: 0.8931 - val_loss: 342.6649 - val_success_ratio: 0.9500 - val_r_coeff: 0.8629
Epoch 299/5000
0s - loss: 163.4524 - success_ratio: 0.9167 - r_coeff: 0.8936 - val_loss: 340.7541 - val_success_ratio: 0.9500 - val_r_coeff: 0.8636
Epoch 300/5000
0s - loss: 162.7230 - success_ratio: 0.9167 - r_coeff: 0.8941 - val_loss: 339.7535 - val_success_ratio: 0.9500 - val_r_coeff: 0.8640
Epoch 301/5000
0s - loss: 161.9994 - success_ratio: 0.9167 - r_coeff: 0.8945 - val_loss: 337.8646 - val_success_ratio: 0.9500 - val_r_coeff: 0.8648
Epoch 302/5000
0s - loss: 161.2788 - success_ratio: 0.9167 - r_coeff: 0.8950 - val_loss: 336.8828 - val_success_ratio: 0.9500 - val_r_coeff: 0.8652
Epoch 303/5000
0s - loss: 160.5640 - success_ratio: 0.9167 - r_coeff: 0.8955 - val_loss: 335.0160 - val_success_ratio: 0.9500 - val_r_coeff: 0.8659
Epoch 304/5000
0s - loss: 159.8521 - success_ratio: 0.9167 - r_coeff: 0.8959 - val_loss: 334.0523 - val_success_ratio: 0.9500 - val_r_coeff: 0.8663
Epoch 305/5000
0s - loss: 159.1461 - success_ratio: 0.9167 - r_coeff: 0.8964 - val_loss: 332.2074 - val_success_ratio: 0.9500 - val_r_coeff: 0.8671
Epoch 306/5000
0s - loss: 158.4429 - success_ratio: 0.9167 - r_coeff: 0.8968 - val_loss: 331.2620 - val_success_ratio: 0.9500 - val_r_coeff: 0.8674
Epoch 307/5000
0s - loss: 157.7455 - success_ratio: 0.9167 - r_coeff: 0.8973 - val_loss: 329.4386 - val_success_ratio: 0.9500 - val_r_coeff: 0.8682
Epoch 308/5000
0s - loss: 157.0511 - success_ratio: 0.9167 - r_coeff: 0.8977 - val_loss: 328.5117 - val_success_ratio: 0.9500 - val_r_coeff: 0.8685
Epoch 309/5000
0s - loss: 156.3624 - success_ratio: 0.9167 - r_coeff: 0.8982 - val_loss: 326.7094 - val_success_ratio: 0.9500 - val_r_coeff: 0.8693
Epoch 310/5000
0s - loss: 155.6766 - success_ratio: 0.9192 - r_coeff: 0.8986 - val_loss: 325.8007 - val_success_ratio: 0.9500 - val_r_coeff: 0.8696
Epoch 311/5000
0s - loss: 154.9965 - success_ratio: 0.9167 - r_coeff: 0.8991 - val_loss: 324.0196 - val_success_ratio: 0.9500 - val_r_coeff: 0.8703
Epoch 312/5000
0s - loss: 154.3193 - success_ratio: 0.9192 - r_coeff: 0.8995 - val_loss: 323.1291 - val_success_ratio: 0.9500 - val_r_coeff: 0.8707
Epoch 313/5000
0s - loss: 153.6478 - success_ratio: 0.9167 - r_coeff: 0.9000 - val_loss: 321.3686 - val_success_ratio: 0.9500 - val_r_coeff: 0.8714
Epoch 314/5000
0s - loss: 152.9791 - success_ratio: 0.9192 - r_coeff: 0.9004 - val_loss: 320.4963 - val_success_ratio: 0.9500 - val_r_coeff: 0.8718
Epoch 315/5000
0s - loss: 152.3161 - success_ratio: 0.9167 - r_coeff: 0.9008 - val_loss: 318.7562 - val_success_ratio: 0.9500 - val_r_coeff: 0.8724
Epoch 316/5000
0s - loss: 151.6560 - success_ratio: 0.9192 - r_coeff: 0.9013 - val_loss: 317.9019 - val_success_ratio: 0.9500 - val_r_coeff: 0.8728
Epoch 317/5000
0s - loss: 151.0015 - success_ratio: 0.9192 - r_coeff: 0.9017 - val_loss: 316.1822 - val_success_ratio: 0.9500 - val_r_coeff: 0.8735
Epoch 318/5000
0s - loss: 150.3497 - success_ratio: 0.9192 - r_coeff: 0.9021 - val_loss: 315.3456 - val_success_ratio: 0.9500 - val_r_coeff: 0.8738
Epoch 319/5000
0s - loss: 149.7037 - success_ratio: 0.9192 - r_coeff: 0.9025 - val_loss: 313.6458 - val_success_ratio: 0.9500 - val_r_coeff: 0.8745
Epoch 320/5000
0s - loss: 149.0604 - success_ratio: 0.9192 - r_coeff: 0.9029 - val_loss: 312.8268 - val_success_ratio: 0.9500 - val_r_coeff: 0.8748
Epoch 321/5000
0s - loss: 148.4228 - success_ratio: 0.9192 - r_coeff: 0.9034 - val_loss: 311.1469 - val_success_ratio: 0.9500 - val_r_coeff: 0.8755
Epoch 322/5000
0s - loss: 147.7878 - success_ratio: 0.9192 - r_coeff: 0.9038 - val_loss: 310.3453 - val_success_ratio: 0.9500 - val_r_coeff: 0.8758
Epoch 323/5000
0s - loss: 147.1585 - success_ratio: 0.9192 - r_coeff: 0.9042 - val_loss: 308.6848 - val_success_ratio: 0.9500 - val_r_coeff: 0.8765
Epoch 324/5000
0s - loss: 146.5318 - success_ratio: 0.9192 - r_coeff: 0.9046 - val_loss: 307.9004 - val_success_ratio: 0.9500 - val_r_coeff: 0.8768
Epoch 325/5000
0s - loss: 145.9108 - success_ratio: 0.9192 - r_coeff: 0.9050 - val_loss: 306.2590 - val_success_ratio: 0.9500 - val_r_coeff: 0.8774
Epoch 326/5000
0s - loss: 145.2924 - success_ratio: 0.9192 - r_coeff: 0.9054 - val_loss: 305.4919 - val_success_ratio: 0.9500 - val_r_coeff: 0.8778
Epoch 327/5000
0s - loss: 144.6796 - success_ratio: 0.9217 - r_coeff: 0.9058 - val_loss: 303.8688 - val_success_ratio: 0.9500 - val_r_coeff: 0.8784
Epoch 328/5000
0s - loss: 144.0694 - success_ratio: 0.9192 - r_coeff: 0.9062 - val_loss: 303.1187 - val_success_ratio: 0.9500 - val_r_coeff: 0.8787
Epoch 329/5000
0s - loss: 143.4648 - success_ratio: 0.9217 - r_coeff: 0.9066 - val_loss: 301.5138 - val_success_ratio: 0.9500 - val_r_coeff: 0.8793
Epoch 330/5000
0s - loss: 142.8627 - success_ratio: 0.9192 - r_coeff: 0.9070 - val_loss: 300.7805 - val_success_ratio: 0.9500 - val_r_coeff: 0.8796
Epoch 331/5000
0s - loss: 142.2662 - success_ratio: 0.9217 - r_coeff: 0.9074 - val_loss: 299.1930 - val_success_ratio: 0.9500 - val_r_coeff: 0.8803
Epoch 332/5000
0s - loss: 141.6721 - success_ratio: 0.9192 - r_coeff: 0.9078 - val_loss: 298.4764 - val_success_ratio: 0.9500 - val_r_coeff: 0.8806
Epoch 333/5000
0s - loss: 141.0836 - success_ratio: 0.9217 - r_coeff: 0.9081 - val_loss: 296.9059 - val_success_ratio: 0.9500 - val_r_coeff: 0.8812
Epoch 334/5000
0s - loss: 140.4975 - success_ratio: 0.9192 - r_coeff: 0.9085 - val_loss: 296.2053 - val_success_ratio: 0.9500 - val_r_coeff: 0.8815
Epoch 335/5000
0s - loss: 139.9170 - success_ratio: 0.9242 - r_coeff: 0.9089 - val_loss: 294.6512 - val_success_ratio: 0.9500 - val_r_coeff: 0.8821
Epoch 336/5000
0s - loss: 139.3388 - success_ratio: 0.9192 - r_coeff: 0.9093 - val_loss: 293.9667 - val_success_ratio: 0.9500 - val_r_coeff: 0.8824
Epoch 337/5000
0s - loss: 138.7662 - success_ratio: 0.9242 - r_coeff: 0.9096 - val_loss: 292.4279 - val_success_ratio: 0.9500 - val_r_coeff: 0.8830
Epoch 338/5000
0s - loss: 138.1958 - success_ratio: 0.9192 - r_coeff: 0.9100 - val_loss: 291.7589 - val_success_ratio: 0.9500 - val_r_coeff: 0.8833
Epoch 339/5000
0s - loss: 137.6309 - success_ratio: 0.9242 - r_coeff: 0.9104 - val_loss: 290.2348 - val_success_ratio: 0.9500 - val_r_coeff: 0.8839
Epoch 340/5000
0s - loss: 137.0682 - success_ratio: 0.9217 - r_coeff: 0.9108 - val_loss: 289.5808 - val_success_ratio: 0.9500 - val_r_coeff: 0.8841
Epoch 341/5000
0s - loss: 136.5110 - success_ratio: 0.9242 - r_coeff: 0.9111 - val_loss: 288.0704 - val_success_ratio: 0.9500 - val_r_coeff: 0.8847
Epoch 342/5000
0s - loss: 135.9559 - success_ratio: 0.9192 - r_coeff: 0.9115 - val_loss: 287.4308 - val_success_ratio: 0.9500 - val_r_coeff: 0.8850
Epoch 343/5000
0s - loss: 135.4062 - success_ratio: 0.9217 - r_coeff: 0.9118 - val_loss: 285.9330 - val_success_ratio: 0.9500 - val_r_coeff: 0.8856
Epoch 344/5000
0s - loss: 134.8586 - success_ratio: 0.9192 - r_coeff: 0.9122 - val_loss: 285.3073 - val_success_ratio: 0.9500 - val_r_coeff: 0.8858
Epoch 345/5000
0s - loss: 134.3164 - success_ratio: 0.9192 - r_coeff: 0.9125 - val_loss: 283.8205 - val_success_ratio: 0.9500 - val_r_coeff: 0.8864
Epoch 346/5000
0s - loss: 133.7761 - success_ratio: 0.9192 - r_coeff: 0.9129 - val_loss: 283.2078 - val_success_ratio: 0.9500 - val_r_coeff: 0.8867
Epoch 347/5000
0s - loss: 133.2411 - success_ratio: 0.9192 - r_coeff: 0.9132 - val_loss: 281.7304 - val_success_ratio: 0.9500 - val_r_coeff: 0.8873
Epoch 348/5000
0s - loss: 132.7079 - success_ratio: 0.9192 - r_coeff: 0.9136 - val_loss: 281.1300 - val_success_ratio: 0.9500 - val_r_coeff: 0.8875
Epoch 349/5000
0s - loss: 132.1800 - success_ratio: 0.9167 - r_coeff: 0.9139 - val_loss: 279.6605 - val_success_ratio: 0.9500 - val_r_coeff: 0.8881
Epoch 350/5000
0s - loss: 131.6539 - success_ratio: 0.9217 - r_coeff: 0.9143 - val_loss: 279.0713 - val_success_ratio: 0.9500 - val_r_coeff: 0.8883
Epoch 351/5000
0s - loss: 131.1328 - success_ratio: 0.9192 - r_coeff: 0.9146 - val_loss: 277.6079 - val_success_ratio: 0.9500 - val_r_coeff: 0.8889
Epoch 352/5000
0s - loss: 130.6134 - success_ratio: 0.9217 - r_coeff: 0.9150 - val_loss: 277.0290 - val_success_ratio: 0.9500 - val_r_coeff: 0.8891
Epoch 353/5000
0s - loss: 130.0991 - success_ratio: 0.9192 - r_coeff: 0.9153 - val_loss: 275.5702 - val_success_ratio: 0.9500 - val_r_coeff: 0.8897
Epoch 354/5000
0s - loss: 129.5862 - success_ratio: 0.9217 - r_coeff: 0.9156 - val_loss: 275.0009 - val_success_ratio: 0.9500 - val_r_coeff: 0.8900
Epoch 355/5000
0s - loss: 129.0782 - success_ratio: 0.9192 - r_coeff: 0.9160 - val_loss: 273.5456 - val_success_ratio: 0.9500 - val_r_coeff: 0.8905
Epoch 356/5000
0s - loss: 128.5717 - success_ratio: 0.9217 - r_coeff: 0.9163 - val_loss: 272.9852 - val_success_ratio: 0.9500 - val_r_coeff: 0.8908
Epoch 357/5000
0s - loss: 128.0700 - success_ratio: 0.9192 - r_coeff: 0.9166 - val_loss: 271.5333 - val_success_ratio: 0.9500 - val_r_coeff: 0.8913
Epoch 358/5000
0s - loss: 127.5695 - success_ratio: 0.9217 - r_coeff: 0.9169 - val_loss: 270.9822 - val_success_ratio: 0.9500 - val_r_coeff: 0.8916
Epoch 359/5000
0s - loss: 127.0738 - success_ratio: 0.9192 - r_coeff: 0.9173 - val_loss: 269.5341 - val_success_ratio: 0.9500 - val_r_coeff: 0.8921
Epoch 360/5000
0s - loss: 126.5793 - success_ratio: 0.9217 - r_coeff: 0.9176 - val_loss: 268.9931 - val_success_ratio: 0.9500 - val_r_coeff: 0.8924
Epoch 361/5000
0s - loss: 126.0894 - success_ratio: 0.9192 - r_coeff: 0.9179 - val_loss: 267.5507 - val_success_ratio: 0.9500 - val_r_coeff: 0.8929
Epoch 362/5000
0s - loss: 125.6007 - success_ratio: 0.9192 - r_coeff: 0.9182 - val_loss: 267.0214 - val_success_ratio: 0.9500 - val_r_coeff: 0.8932
Epoch 363/5000
0s - loss: 125.1166 - success_ratio: 0.9192 - r_coeff: 0.9185 - val_loss: 265.5871 - val_success_ratio: 0.9600 - val_r_coeff: 0.8937
Epoch 364/5000
0s - loss: 124.6337 - success_ratio: 0.9192 - r_coeff: 0.9189 - val_loss: 265.0709 - val_success_ratio: 0.9500 - val_r_coeff: 0.8939
Epoch 365/5000
0s - loss: 124.1554 - success_ratio: 0.9192 - r_coeff: 0.9192 - val_loss: 263.6474 - val_success_ratio: 0.9600 - val_r_coeff: 0.8945
Epoch 366/5000
0s - loss: 123.6783 - success_ratio: 0.9192 - r_coeff: 0.9195 - val_loss: 263.1456 - val_success_ratio: 0.9500 - val_r_coeff: 0.8947
Epoch 367/5000
0s - loss: 123.2058 - success_ratio: 0.9192 - r_coeff: 0.9198 - val_loss: 261.7354 - val_success_ratio: 0.9600 - val_r_coeff: 0.8953
Epoch 368/5000
0s - loss: 122.7345 - success_ratio: 0.9192 - r_coeff: 0.9201 - val_loss: 261.2492 - val_success_ratio: 0.9500 - val_r_coeff: 0.8955
Epoch 369/5000
0s - loss: 122.2678 - success_ratio: 0.9192 - r_coeff: 0.9204 - val_loss: 259.8543 - val_success_ratio: 0.9600 - val_r_coeff: 0.8960
Epoch 370/5000
0s - loss: 121.8024 - success_ratio: 0.9192 - r_coeff: 0.9207 - val_loss: 259.3842 - val_success_ratio: 0.9500 - val_r_coeff: 0.8962
Epoch 371/5000
0s - loss: 121.3416 - success_ratio: 0.9192 - r_coeff: 0.9210 - val_loss: 258.0061 - val_success_ratio: 0.9600 - val_r_coeff: 0.8968
Epoch 372/5000
0s - loss: 120.8822 - success_ratio: 0.9192 - r_coeff: 0.9213 - val_loss: 257.5522 - val_success_ratio: 0.9500 - val_r_coeff: 0.8969
Epoch 373/5000
0s - loss: 120.4274 - success_ratio: 0.9192 - r_coeff: 0.9216 - val_loss: 256.1919 - val_success_ratio: 0.9600 - val_r_coeff: 0.8975
Epoch 374/5000
0s - loss: 119.9740 - success_ratio: 0.9192 - r_coeff: 0.9219 - val_loss: 255.7543 - val_success_ratio: 0.9600 - val_r_coeff: 0.8977
Epoch 375/5000
0s - loss: 119.5253 - success_ratio: 0.9217 - r_coeff: 0.9222 - val_loss: 254.4127 - val_success_ratio: 0.9600 - val_r_coeff: 0.8982
Epoch 376/5000
0s - loss: 119.0780 - success_ratio: 0.9192 - r_coeff: 0.9225 - val_loss: 253.9914 - val_success_ratio: 0.9600 - val_r_coeff: 0.8984
Epoch 377/5000
0s - loss: 118.6353 - success_ratio: 0.9217 - r_coeff: 0.9228 - val_loss: 252.6684 - val_success_ratio: 0.9600 - val_r_coeff: 0.8989
Epoch 378/5000
0s - loss: 118.1942 - success_ratio: 0.9192 - r_coeff: 0.9230 - val_loss: 252.2638 - val_success_ratio: 0.9600 - val_r_coeff: 0.8991
Epoch 379/5000
0s - loss: 117.7577 - success_ratio: 0.9217 - r_coeff: 0.9233 - val_loss: 250.9595 - val_success_ratio: 0.9600 - val_r_coeff: 0.8996
Epoch 380/5000
0s - loss: 117.3227 - success_ratio: 0.9192 - r_coeff: 0.9236 - val_loss: 250.5712 - val_success_ratio: 0.9600 - val_r_coeff: 0.8997
Epoch 381/5000
0s - loss: 116.8925 - success_ratio: 0.9217 - r_coeff: 0.9239 - val_loss: 249.2857 - val_success_ratio: 0.9600 - val_r_coeff: 0.9002
Epoch 382/5000
0s - loss: 116.4638 - success_ratio: 0.9217 - r_coeff: 0.9242 - val_loss: 248.9137 - val_success_ratio: 0.9600 - val_r_coeff: 0.9004
Epoch 383/5000
0s - loss: 116.0397 - success_ratio: 0.9217 - r_coeff: 0.9244 - val_loss: 247.6471 - val_success_ratio: 0.9600 - val_r_coeff: 0.9009
Epoch 384/5000
0s - loss: 115.6173 - success_ratio: 0.9217 - r_coeff: 0.9247 - val_loss: 247.2911 - val_success_ratio: 0.9600 - val_r_coeff: 0.9010
Epoch 385/5000
0s - loss: 115.1995 - success_ratio: 0.9217 - r_coeff: 0.9250 - val_loss: 246.0434 - val_success_ratio: 0.9600 - val_r_coeff: 0.9015
Epoch 386/5000
0s - loss: 114.7834 - success_ratio: 0.9217 - r_coeff: 0.9253 - val_loss: 245.7033 - val_success_ratio: 0.9600 - val_r_coeff: 0.9017
Epoch 387/5000
0s - loss: 114.3719 - success_ratio: 0.9217 - r_coeff: 0.9255 - val_loss: 244.4746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9022
Epoch 388/5000
0s - loss: 113.9622 - success_ratio: 0.9217 - r_coeff: 0.9258 - val_loss: 244.1502 - val_success_ratio: 0.9600 - val_r_coeff: 0.9023
Epoch 389/5000
0s - loss: 113.5570 - success_ratio: 0.9217 - r_coeff: 0.9261 - val_loss: 242.9404 - val_success_ratio: 0.9600 - val_r_coeff: 0.9028
Epoch 390/5000
0s - loss: 113.1536 - success_ratio: 0.9217 - r_coeff: 0.9263 - val_loss: 242.6317 - val_success_ratio: 0.9600 - val_r_coeff: 0.9029
Epoch 391/5000
0s - loss: 112.7548 - success_ratio: 0.9217 - r_coeff: 0.9266 - val_loss: 241.4405 - val_success_ratio: 0.9600 - val_r_coeff: 0.9034
Epoch 392/5000
0s - loss: 112.3578 - success_ratio: 0.9217 - r_coeff: 0.9268 - val_loss: 241.1474 - val_success_ratio: 0.9600 - val_r_coeff: 0.9035
Epoch 393/5000
0s - loss: 111.9653 - success_ratio: 0.9217 - r_coeff: 0.9271 - val_loss: 239.9750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9040
Epoch 394/5000
0s - loss: 111.5748 - success_ratio: 0.9217 - r_coeff: 0.9274 - val_loss: 239.6975 - val_success_ratio: 0.9600 - val_r_coeff: 0.9041
Epoch 395/5000
0s - loss: 111.1887 - success_ratio: 0.9242 - r_coeff: 0.9276 - val_loss: 238.5435 - val_success_ratio: 0.9600 - val_r_coeff: 0.9045
Epoch 396/5000
0s - loss: 110.8046 - success_ratio: 0.9217 - r_coeff: 0.9279 - val_loss: 238.2820 - val_success_ratio: 0.9600 - val_r_coeff: 0.9047
Epoch 397/5000
0s - loss: 110.4249 - success_ratio: 0.9242 - r_coeff: 0.9281 - val_loss: 237.1461 - val_success_ratio: 0.9600 - val_r_coeff: 0.9051
Epoch 398/5000
0s - loss: 110.0472 - success_ratio: 0.9217 - r_coeff: 0.9283 - val_loss: 236.9005 - val_success_ratio: 0.9600 - val_r_coeff: 0.9052
Epoch 399/5000
0s - loss: 109.6740 - success_ratio: 0.9217 - r_coeff: 0.9286 - val_loss: 235.7826 - val_success_ratio: 0.9600 - val_r_coeff: 0.9057
Epoch 400/5000
0s - loss: 109.3028 - success_ratio: 0.9217 - r_coeff: 0.9288 - val_loss: 235.5529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9057
Epoch 401/5000
0s - loss: 108.9360 - success_ratio: 0.9217 - r_coeff: 0.9291 - val_loss: 234.4529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9062
Epoch 402/5000
0s - loss: 108.5713 - success_ratio: 0.9217 - r_coeff: 0.9293 - val_loss: 234.2393 - val_success_ratio: 0.9600 - val_r_coeff: 0.9063
Epoch 403/5000
0s - loss: 108.2110 - success_ratio: 0.9217 - r_coeff: 0.9295 - val_loss: 233.1571 - val_success_ratio: 0.9600 - val_r_coeff: 0.9067
Epoch 404/5000
0s - loss: 107.8528 - success_ratio: 0.9217 - r_coeff: 0.9298 - val_loss: 232.9595 - val_success_ratio: 0.9600 - val_r_coeff: 0.9068
Epoch 405/5000
0s - loss: 107.4989 - success_ratio: 0.9217 - r_coeff: 0.9300 - val_loss: 231.8947 - val_success_ratio: 0.9600 - val_r_coeff: 0.9072
Epoch 406/5000
0s - loss: 107.1474 - success_ratio: 0.9217 - r_coeff: 0.9302 - val_loss: 231.7135 - val_success_ratio: 0.9600 - val_r_coeff: 0.9073
Epoch 407/5000
0s - loss: 106.8000 - success_ratio: 0.9217 - r_coeff: 0.9305 - val_loss: 230.6659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9077
Epoch 408/5000
0s - loss: 106.4550 - success_ratio: 0.9217 - r_coeff: 0.9307 - val_loss: 230.5011 - val_success_ratio: 0.9600 - val_r_coeff: 0.9078
Epoch 409/5000
0s - loss: 106.1142 - success_ratio: 0.9217 - r_coeff: 0.9309 - val_loss: 229.4704 - val_success_ratio: 0.9600 - val_r_coeff: 0.9082
Epoch 410/5000
0s - loss: 105.7757 - success_ratio: 0.9217 - r_coeff: 0.9311 - val_loss: 229.3222 - val_success_ratio: 0.9600 - val_r_coeff: 0.9082
Epoch 411/5000
0s - loss: 105.4414 - success_ratio: 0.9217 - r_coeff: 0.9313 - val_loss: 228.3082 - val_success_ratio: 0.9600 - val_r_coeff: 0.9086
Epoch 412/5000
0s - loss: 105.1096 - success_ratio: 0.9217 - r_coeff: 0.9316 - val_loss: 228.1767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9087
Epoch 413/5000
0s - loss: 104.7819 - success_ratio: 0.9217 - r_coeff: 0.9318 - val_loss: 227.1790 - val_success_ratio: 0.9600 - val_r_coeff: 0.9091
Epoch 414/5000
0s - loss: 104.4567 - success_ratio: 0.9217 - r_coeff: 0.9320 - val_loss: 227.0644 - val_success_ratio: 0.9600 - val_r_coeff: 0.9091
Epoch 415/5000
0s - loss: 104.1356 - success_ratio: 0.9217 - r_coeff: 0.9322 - val_loss: 226.0828 - val_success_ratio: 0.9600 - val_r_coeff: 0.9095
Epoch 416/5000
0s - loss: 103.8171 - success_ratio: 0.9217 - r_coeff: 0.9324 - val_loss: 225.9851 - val_success_ratio: 0.9600 - val_r_coeff: 0.9096
Epoch 417/5000
0s - loss: 103.5025 - success_ratio: 0.9217 - r_coeff: 0.9326 - val_loss: 225.0192 - val_success_ratio: 0.9600 - val_r_coeff: 0.9100
Epoch 418/5000
0s - loss: 103.1907 - success_ratio: 0.9217 - r_coeff: 0.9328 - val_loss: 224.9385 - val_success_ratio: 0.9600 - val_r_coeff: 0.9100
Epoch 419/5000
0s - loss: 102.8827 - success_ratio: 0.9242 - r_coeff: 0.9330 - val_loss: 223.9880 - val_success_ratio: 0.9600 - val_r_coeff: 0.9104
Epoch 420/5000
0s - loss: 102.5776 - success_ratio: 0.9217 - r_coeff: 0.9332 - val_loss: 223.9244 - val_success_ratio: 0.9700 - val_r_coeff: 0.9104
Epoch 421/5000
0s - loss: 102.2762 - success_ratio: 0.9242 - r_coeff: 0.9334 - val_loss: 222.9891 - val_success_ratio: 0.9700 - val_r_coeff: 0.9108
Epoch 422/5000
0s - loss: 101.9778 - success_ratio: 0.9217 - r_coeff: 0.9336 - val_loss: 222.9421 - val_success_ratio: 0.9700 - val_r_coeff: 0.9108
Epoch 423/5000
0s - loss: 101.6830 - success_ratio: 0.9268 - r_coeff: 0.9338 - val_loss: 222.0219 - val_success_ratio: 0.9700 - val_r_coeff: 0.9112
Epoch 424/5000
0s - loss: 101.3913 - success_ratio: 0.9217 - r_coeff: 0.9340 - val_loss: 221.9917 - val_success_ratio: 0.9700 - val_r_coeff: 0.9112
Epoch 425/5000
0s - loss: 101.1031 - success_ratio: 0.9268 - r_coeff: 0.9342 - val_loss: 221.0861 - val_success_ratio: 0.9700 - val_r_coeff: 0.9115
Epoch 426/5000
0s - loss: 100.8181 - success_ratio: 0.9242 - r_coeff: 0.9344 - val_loss: 221.0721 - val_success_ratio: 0.9700 - val_r_coeff: 0.9115
Epoch 427/5000
0s - loss: 100.5364 - success_ratio: 0.9318 - r_coeff: 0.9345 - val_loss: 220.1811 - val_success_ratio: 0.9700 - val_r_coeff: 0.9119
Epoch 428/5000
0s - loss: 100.2582 - success_ratio: 0.9242 - r_coeff: 0.9347 - val_loss: 220.1830 - val_success_ratio: 0.9700 - val_r_coeff: 0.9119
Epoch 429/5000
0s - loss: 99.9830 - success_ratio: 0.9318 - r_coeff: 0.9349 - val_loss: 219.3064 - val_success_ratio: 0.9700 - val_r_coeff: 0.9122
Epoch 430/5000
0s - loss: 99.7114 - success_ratio: 0.9268 - r_coeff: 0.9351 - val_loss: 219.3239 - val_success_ratio: 0.9700 - val_r_coeff: 0.9122
Epoch 431/5000
0s - loss: 99.4427 - success_ratio: 0.9318 - r_coeff: 0.9353 - val_loss: 218.4615 - val_success_ratio: 0.9700 - val_r_coeff: 0.9126
Epoch 432/5000
0s - loss: 99.1777 - success_ratio: 0.9268 - r_coeff: 0.9354 - val_loss: 218.4938 - val_success_ratio: 0.9700 - val_r_coeff: 0.9126
Epoch 433/5000
0s - loss: 98.9155 - success_ratio: 0.9318 - r_coeff: 0.9356 - val_loss: 217.6456 - val_success_ratio: 0.9700 - val_r_coeff: 0.9129
Epoch 434/5000
0s - loss: 98.6571 - success_ratio: 0.9318 - r_coeff: 0.9358 - val_loss: 217.6920 - val_success_ratio: 0.9700 - val_r_coeff: 0.9129
Epoch 435/5000
0s - loss: 98.4012 - success_ratio: 0.9318 - r_coeff: 0.9359 - val_loss: 216.8580 - val_success_ratio: 0.9700 - val_r_coeff: 0.9132
Epoch 436/5000
0s - loss: 98.1493 - success_ratio: 0.9318 - r_coeff: 0.9361 - val_loss: 216.9177 - val_success_ratio: 0.9700 - val_r_coeff: 0.9132
Epoch 437/5000
0s - loss: 97.8997 - success_ratio: 0.9343 - r_coeff: 0.9363 - val_loss: 216.0980 - val_success_ratio: 0.9700 - val_r_coeff: 0.9135
Epoch 438/5000
0s - loss: 97.6542 - success_ratio: 0.9343 - r_coeff: 0.9364 - val_loss: 216.1702 - val_success_ratio: 0.9700 - val_r_coeff: 0.9135
Epoch 439/5000
0s - loss: 97.4109 - success_ratio: 0.9318 - r_coeff: 0.9366 - val_loss: 215.3645 - val_success_ratio: 0.9700 - val_r_coeff: 0.9138
Epoch 440/5000
0s - loss: 97.1717 - success_ratio: 0.9343 - r_coeff: 0.9367 - val_loss: 215.4483 - val_success_ratio: 0.9700 - val_r_coeff: 0.9138
Epoch 441/5000
0s - loss: 96.9345 - success_ratio: 0.9343 - r_coeff: 0.9369 - val_loss: 214.6569 - val_success_ratio: 0.9700 - val_r_coeff: 0.9141
Epoch 442/5000
0s - loss: 96.7016 - success_ratio: 0.9343 - r_coeff: 0.9370 - val_loss: 214.7513 - val_success_ratio: 0.9700 - val_r_coeff: 0.9141
Epoch 443/5000
0s - loss: 96.4704 - success_ratio: 0.9318 - r_coeff: 0.9372 - val_loss: 213.9741 - val_success_ratio: 0.9700 - val_r_coeff: 0.9144
Epoch 444/5000
0s - loss: 96.2436 - success_ratio: 0.9343 - r_coeff: 0.9373 - val_loss: 214.0783 - val_success_ratio: 0.9700 - val_r_coeff: 0.9143
Epoch 445/5000
0s - loss: 96.0184 - success_ratio: 0.9369 - r_coeff: 0.9375 - val_loss: 213.3153 - val_success_ratio: 0.9700 - val_r_coeff: 0.9146
Epoch 446/5000
0s - loss: 95.7976 - success_ratio: 0.9369 - r_coeff: 0.9376 - val_loss: 213.4284 - val_success_ratio: 0.9700 - val_r_coeff: 0.9146
Epoch 447/5000
0s - loss: 95.5782 - success_ratio: 0.9369 - r_coeff: 0.9378 - val_loss: 212.6796 - val_success_ratio: 0.9700 - val_r_coeff: 0.9149
Epoch 448/5000
0s - loss: 95.3632 - success_ratio: 0.9369 - r_coeff: 0.9379 - val_loss: 212.8008 - val_success_ratio: 0.9700 - val_r_coeff: 0.9148
Epoch 449/5000
0s - loss: 95.1495 - success_ratio: 0.9394 - r_coeff: 0.9380 - val_loss: 212.0661 - val_success_ratio: 0.9700 - val_r_coeff: 0.9151
Epoch 450/5000
0s - loss: 94.9403 - success_ratio: 0.9419 - r_coeff: 0.9382 - val_loss: 212.1944 - val_success_ratio: 0.9800 - val_r_coeff: 0.9151
Epoch 451/5000
0s - loss: 94.7323 - success_ratio: 0.9394 - r_coeff: 0.9383 - val_loss: 211.4739 - val_success_ratio: 0.9700 - val_r_coeff: 0.9154
Epoch 452/5000
0s - loss: 94.5287 - success_ratio: 0.9394 - r_coeff: 0.9385 - val_loss: 211.6086 - val_success_ratio: 0.9800 - val_r_coeff: 0.9153
Epoch 453/5000
0s - loss: 94.3261 - success_ratio: 0.9444 - r_coeff: 0.9386 - val_loss: 210.9020 - val_success_ratio: 0.9700 - val_r_coeff: 0.9156
Epoch 454/5000
0s - loss: 94.1280 - success_ratio: 0.9394 - r_coeff: 0.9387 - val_loss: 211.0423 - val_success_ratio: 0.9800 - val_r_coeff: 0.9156
Epoch 455/5000
0s - loss: 93.9309 - success_ratio: 0.9419 - r_coeff: 0.9388 - val_loss: 210.3498 - val_success_ratio: 0.9700 - val_r_coeff: 0.9158
Epoch 456/5000
0s - loss: 93.7381 - success_ratio: 0.9394 - r_coeff: 0.9390 - val_loss: 210.4949 - val_success_ratio: 0.9900 - val_r_coeff: 0.9158
Epoch 457/5000
0s - loss: 93.5462 - success_ratio: 0.9444 - r_coeff: 0.9391 - val_loss: 209.8163 - val_success_ratio: 0.9600 - val_r_coeff: 0.9160
Epoch 458/5000
0s - loss: 93.3587 - success_ratio: 0.9394 - r_coeff: 0.9392 - val_loss: 209.9655 - val_success_ratio: 0.9900 - val_r_coeff: 0.9160
Epoch 459/5000
0s - loss: 93.1720 - success_ratio: 0.9444 - r_coeff: 0.9393 - val_loss: 209.3007 - val_success_ratio: 0.9600 - val_r_coeff: 0.9162
Epoch 460/5000
0s - loss: 92.9895 - success_ratio: 0.9369 - r_coeff: 0.9395 - val_loss: 209.4535 - val_success_ratio: 0.9900 - val_r_coeff: 0.9162
Epoch 461/5000
0s - loss: 92.8079 - success_ratio: 0.9495 - r_coeff: 0.9396 - val_loss: 208.8023 - val_success_ratio: 0.9600 - val_r_coeff: 0.9164
Epoch 462/5000
0s - loss: 92.6304 - success_ratio: 0.9394 - r_coeff: 0.9397 - val_loss: 208.9578 - val_success_ratio: 0.9900 - val_r_coeff: 0.9164
Epoch 463/5000
0s - loss: 92.4537 - success_ratio: 0.9419 - r_coeff: 0.9398 - val_loss: 208.3201 - val_success_ratio: 0.9700 - val_r_coeff: 0.9166
Epoch 464/5000
0s - loss: 92.2811 - success_ratio: 0.9470 - r_coeff: 0.9399 - val_loss: 208.4778 - val_success_ratio: 0.9800 - val_r_coeff: 0.9166
Epoch 465/5000
0s - loss: 92.1092 - success_ratio: 0.9444 - r_coeff: 0.9400 - val_loss: 207.8535 - val_success_ratio: 0.9700 - val_r_coeff: 0.9168
Epoch 466/5000
0s - loss: 91.9413 - success_ratio: 0.9444 - r_coeff: 0.9401 - val_loss: 208.0129 - val_success_ratio: 0.9800 - val_r_coeff: 0.9168
Epoch 467/5000
0s - loss: 91.7743 - success_ratio: 0.9470 - r_coeff: 0.9402 - val_loss: 207.4019 - val_success_ratio: 0.9600 - val_r_coeff: 0.9170
Epoch 468/5000
0s - loss: 91.6109 - success_ratio: 0.9444 - r_coeff: 0.9404 - val_loss: 207.5622 - val_success_ratio: 0.9800 - val_r_coeff: 0.9169
Epoch 469/5000
0s - loss: 91.4485 - success_ratio: 0.9495 - r_coeff: 0.9405 - val_loss: 206.9644 - val_success_ratio: 0.9600 - val_r_coeff: 0.9172
Epoch 470/5000
0s - loss: 91.2897 - success_ratio: 0.9444 - r_coeff: 0.9406 - val_loss: 207.1251 - val_success_ratio: 0.9700 - val_r_coeff: 0.9171
Epoch 471/5000
0s - loss: 91.1318 - success_ratio: 0.9520 - r_coeff: 0.9407 - val_loss: 206.5403 - val_success_ratio: 0.9600 - val_r_coeff: 0.9174
Epoch 472/5000
0s - loss: 90.9774 - success_ratio: 0.9470 - r_coeff: 0.9408 - val_loss: 206.7009 - val_success_ratio: 0.9700 - val_r_coeff: 0.9173
Epoch 473/5000
0s - loss: 90.8239 - success_ratio: 0.9520 - r_coeff: 0.9409 - val_loss: 206.1291 - val_success_ratio: 0.9600 - val_r_coeff: 0.9175
Epoch 474/5000
0s - loss: 90.6738 - success_ratio: 0.9444 - r_coeff: 0.9410 - val_loss: 206.2890 - val_success_ratio: 0.9700 - val_r_coeff: 0.9175
Epoch 475/5000
0s - loss: 90.5246 - success_ratio: 0.9520 - r_coeff: 0.9411 - val_loss: 205.7298 - val_success_ratio: 0.9600 - val_r_coeff: 0.9177
Epoch 476/5000
0s - loss: 90.3786 - success_ratio: 0.9444 - r_coeff: 0.9412 - val_loss: 205.8889 - val_success_ratio: 0.9700 - val_r_coeff: 0.9176
Epoch 477/5000
0s - loss: 90.2337 - success_ratio: 0.9520 - r_coeff: 0.9412 - val_loss: 205.3423 - val_success_ratio: 0.9600 - val_r_coeff: 0.9178
Epoch 478/5000
0s - loss: 90.0918 - success_ratio: 0.9470 - r_coeff: 0.9413 - val_loss: 205.4995 - val_success_ratio: 0.9700 - val_r_coeff: 0.9178
Epoch 479/5000
0s - loss: 89.9510 - success_ratio: 0.9520 - r_coeff: 0.9414 - val_loss: 204.9657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9180
Epoch 480/5000
0s - loss: 89.8131 - success_ratio: 0.9444 - r_coeff: 0.9415 - val_loss: 205.1208 - val_success_ratio: 0.9700 - val_r_coeff: 0.9179
Epoch 481/5000
0s - loss: 89.6763 - success_ratio: 0.9520 - r_coeff: 0.9416 - val_loss: 204.5992 - val_success_ratio: 0.9600 - val_r_coeff: 0.9181
Epoch 482/5000
0s - loss: 89.5422 - success_ratio: 0.9419 - r_coeff: 0.9417 - val_loss: 204.7519 - val_success_ratio: 0.9700 - val_r_coeff: 0.9181
Epoch 483/5000
0s - loss: 89.4094 - success_ratio: 0.9520 - r_coeff: 0.9418 - val_loss: 204.2426 - val_success_ratio: 0.9600 - val_r_coeff: 0.9183
Epoch 484/5000
0s - loss: 89.2791 - success_ratio: 0.9444 - r_coeff: 0.9419 - val_loss: 204.3924 - val_success_ratio: 0.9700 - val_r_coeff: 0.9182
Epoch 485/5000
0s - loss: 89.1501 - success_ratio: 0.9520 - r_coeff: 0.9420 - val_loss: 203.8951 - val_success_ratio: 0.9600 - val_r_coeff: 0.9184
Epoch 486/5000
0s - loss: 89.0234 - success_ratio: 0.9495 - r_coeff: 0.9420 - val_loss: 204.0417 - val_success_ratio: 0.9700 - val_r_coeff: 0.9184
Epoch 487/5000
0s - loss: 88.8982 - success_ratio: 0.9495 - r_coeff: 0.9421 - val_loss: 203.5562 - val_success_ratio: 0.9600 - val_r_coeff: 0.9185
Epoch 488/5000
0s - loss: 88.7751 - success_ratio: 0.9495 - r_coeff: 0.9422 - val_loss: 203.6992 - val_success_ratio: 0.9700 - val_r_coeff: 0.9185
Epoch 489/5000
0s - loss: 88.6535 - success_ratio: 0.9495 - r_coeff: 0.9423 - val_loss: 203.2257 - val_success_ratio: 0.9600 - val_r_coeff: 0.9187
Epoch 490/5000
0s - loss: 88.5339 - success_ratio: 0.9495 - r_coeff: 0.9424 - val_loss: 203.3647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9186
Epoch 491/5000
0s - loss: 88.4158 - success_ratio: 0.9495 - r_coeff: 0.9424 - val_loss: 202.9027 - val_success_ratio: 0.9500 - val_r_coeff: 0.9188
Epoch 492/5000
0s - loss: 88.2995 - success_ratio: 0.9495 - r_coeff: 0.9425 - val_loss: 203.0374 - val_success_ratio: 0.9600 - val_r_coeff: 0.9188
Epoch 493/5000
0s - loss: 88.1849 - success_ratio: 0.9495 - r_coeff: 0.9426 - val_loss: 202.5871 - val_success_ratio: 0.9500 - val_r_coeff: 0.9189
Epoch 494/5000
0s - loss: 88.0719 - success_ratio: 0.9495 - r_coeff: 0.9427 - val_loss: 202.7173 - val_success_ratio: 0.9600 - val_r_coeff: 0.9189
Epoch 495/5000
0s - loss: 87.9607 - success_ratio: 0.9495 - r_coeff: 0.9427 - val_loss: 202.2783 - val_success_ratio: 0.9500 - val_r_coeff: 0.9191
Epoch 496/5000
0s - loss: 87.8509 - success_ratio: 0.9495 - r_coeff: 0.9428 - val_loss: 202.4037 - val_success_ratio: 0.9600 - val_r_coeff: 0.9190
Epoch 497/5000
0s - loss: 87.7429 - success_ratio: 0.9495 - r_coeff: 0.9429 - val_loss: 201.9759 - val_success_ratio: 0.9500 - val_r_coeff: 0.9192
Epoch 498/5000
0s - loss: 87.6362 - success_ratio: 0.9520 - r_coeff: 0.9429 - val_loss: 202.0963 - val_success_ratio: 0.9600 - val_r_coeff: 0.9191
Epoch 499/5000
0s - loss: 87.5314 - success_ratio: 0.9495 - r_coeff: 0.9430 - val_loss: 201.6797 - val_success_ratio: 0.9500 - val_r_coeff: 0.9193
Epoch 500/5000
0s - loss: 87.4276 - success_ratio: 0.9520 - r_coeff: 0.9431 - val_loss: 201.7947 - val_success_ratio: 0.9600 - val_r_coeff: 0.9193
Epoch 501/5000
0s - loss: 87.3259 - success_ratio: 0.9495 - r_coeff: 0.9431 - val_loss: 201.3890 - val_success_ratio: 0.9500 - val_r_coeff: 0.9194
Epoch 502/5000
0s - loss: 87.2251 - success_ratio: 0.9520 - r_coeff: 0.9432 - val_loss: 201.4988 - val_success_ratio: 0.9600 - val_r_coeff: 0.9194
Epoch 503/5000
0s - loss: 87.1264 - success_ratio: 0.9495 - r_coeff: 0.9433 - val_loss: 201.1039 - val_success_ratio: 0.9500 - val_r_coeff: 0.9195
Epoch 504/5000
0s - loss: 87.0284 - success_ratio: 0.9520 - r_coeff: 0.9433 - val_loss: 201.2079 - val_success_ratio: 0.9600 - val_r_coeff: 0.9195
Epoch 505/5000
0s - loss: 86.9325 - success_ratio: 0.9495 - r_coeff: 0.9434 - val_loss: 200.8236 - val_success_ratio: 0.9500 - val_r_coeff: 0.9196
Epoch 506/5000
0s - loss: 86.8373 - success_ratio: 0.9520 - r_coeff: 0.9435 - val_loss: 200.9221 - val_success_ratio: 0.9600 - val_r_coeff: 0.9196
Epoch 507/5000
0s - loss: 86.7442 - success_ratio: 0.9520 - r_coeff: 0.9435 - val_loss: 200.5483 - val_success_ratio: 0.9500 - val_r_coeff: 0.9197
Epoch 508/5000
0s - loss: 86.6516 - success_ratio: 0.9495 - r_coeff: 0.9436 - val_loss: 200.6411 - val_success_ratio: 0.9500 - val_r_coeff: 0.9197
Epoch 509/5000
0s - loss: 86.5613 - success_ratio: 0.9520 - r_coeff: 0.9436 - val_loss: 200.2775 - val_success_ratio: 0.9500 - val_r_coeff: 0.9199
Epoch 510/5000
0s - loss: 86.4713 - success_ratio: 0.9495 - r_coeff: 0.9437 - val_loss: 200.3645 - val_success_ratio: 0.9500 - val_r_coeff: 0.9198
Epoch 511/5000
0s - loss: 86.3836 - success_ratio: 0.9520 - r_coeff: 0.9438 - val_loss: 200.0110 - val_success_ratio: 0.9500 - val_r_coeff: 0.9200
Epoch 512/5000
0s - loss: 86.2961 - success_ratio: 0.9495 - r_coeff: 0.9438 - val_loss: 200.0923 - val_success_ratio: 0.9500 - val_r_coeff: 0.9199
Epoch 513/5000
0s - loss: 86.2109 - success_ratio: 0.9520 - r_coeff: 0.9439 - val_loss: 199.7487 - val_success_ratio: 0.9500 - val_r_coeff: 0.9201
Epoch 514/5000
0s - loss: 86.1258 - success_ratio: 0.9495 - r_coeff: 0.9439 - val_loss: 199.8241 - val_success_ratio: 0.9500 - val_r_coeff: 0.9200
Epoch 515/5000
0s - loss: 86.0431 - success_ratio: 0.9520 - r_coeff: 0.9440 - val_loss: 199.4903 - val_success_ratio: 0.9500 - val_r_coeff: 0.9202
Epoch 516/5000
0s - loss: 85.9604 - success_ratio: 0.9495 - r_coeff: 0.9440 - val_loss: 199.5599 - val_success_ratio: 0.9500 - val_r_coeff: 0.9201
Epoch 517/5000
0s - loss: 85.8800 - success_ratio: 0.9520 - r_coeff: 0.9441 - val_loss: 199.2357 - val_success_ratio: 0.9500 - val_r_coeff: 0.9203
Epoch 518/5000
0s - loss: 85.7996 - success_ratio: 0.9495 - r_coeff: 0.9441 - val_loss: 199.2994 - val_success_ratio: 0.9500 - val_r_coeff: 0.9202
Epoch 519/5000
0s - loss: 85.7215 - success_ratio: 0.9520 - r_coeff: 0.9442 - val_loss: 198.9846 - val_success_ratio: 0.9500 - val_r_coeff: 0.9204
Epoch 520/5000
0s - loss: 85.6432 - success_ratio: 0.9495 - r_coeff: 0.9442 - val_loss: 199.0427 - val_success_ratio: 0.9500 - val_r_coeff: 0.9204
Epoch 521/5000
0s - loss: 85.5674 - success_ratio: 0.9495 - r_coeff: 0.9443 - val_loss: 198.7371 - val_success_ratio: 0.9500 - val_r_coeff: 0.9205
Epoch 522/5000
0s - loss: 85.4913 - success_ratio: 0.9495 - r_coeff: 0.9443 - val_loss: 198.7894 - val_success_ratio: 0.9500 - val_r_coeff: 0.9205
Epoch 523/5000
0s - loss: 85.4176 - success_ratio: 0.9495 - r_coeff: 0.9444 - val_loss: 198.4929 - val_success_ratio: 0.9500 - val_r_coeff: 0.9206
Epoch 524/5000
0s - loss: 85.3435 - success_ratio: 0.9495 - r_coeff: 0.9444 - val_loss: 198.5395 - val_success_ratio: 0.9500 - val_r_coeff: 0.9206
Epoch 525/5000
0s - loss: 85.2719 - success_ratio: 0.9495 - r_coeff: 0.9445 - val_loss: 198.2520 - val_success_ratio: 0.9500 - val_r_coeff: 0.9207
Epoch 526/5000
0s - loss: 85.1998 - success_ratio: 0.9495 - r_coeff: 0.9445 - val_loss: 198.2931 - val_success_ratio: 0.9500 - val_r_coeff: 0.9207
Epoch 527/5000
0s - loss: 85.1301 - success_ratio: 0.9495 - r_coeff: 0.9446 - val_loss: 198.0142 - val_success_ratio: 0.9500 - val_r_coeff: 0.9208
Epoch 528/5000
0s - loss: 85.0600 - success_ratio: 0.9495 - r_coeff: 0.9446 - val_loss: 198.0499 - val_success_ratio: 0.9500 - val_r_coeff: 0.9207
Epoch 529/5000
0s - loss: 84.9923 - success_ratio: 0.9495 - r_coeff: 0.9447 - val_loss: 197.7794 - val_success_ratio: 0.9500 - val_r_coeff: 0.9209
Epoch 530/5000
0s - loss: 84.9240 - success_ratio: 0.9495 - r_coeff: 0.9447 - val_loss: 197.8098 - val_success_ratio: 0.9500 - val_r_coeff: 0.9208
Epoch 531/5000
0s - loss: 84.8582 - success_ratio: 0.9495 - r_coeff: 0.9447 - val_loss: 197.5478 - val_success_ratio: 0.9500 - val_r_coeff: 0.9210
Epoch 532/5000
0s - loss: 84.7918 - success_ratio: 0.9495 - r_coeff: 0.9448 - val_loss: 197.5729 - val_success_ratio: 0.9500 - val_r_coeff: 0.9209
Epoch 533/5000
0s - loss: 84.7276 - success_ratio: 0.9495 - r_coeff: 0.9448 - val_loss: 197.3191 - val_success_ratio: 0.9500 - val_r_coeff: 0.9210
Epoch 534/5000
0s - loss: 84.6630 - success_ratio: 0.9495 - r_coeff: 0.9449 - val_loss: 197.3391 - val_success_ratio: 0.9500 - val_r_coeff: 0.9210
Epoch 535/5000
0s - loss: 84.6006 - success_ratio: 0.9495 - r_coeff: 0.9449 - val_loss: 197.0933 - val_success_ratio: 0.9400 - val_r_coeff: 0.9211
Epoch 536/5000
0s - loss: 84.5376 - success_ratio: 0.9495 - r_coeff: 0.9450 - val_loss: 197.1082 - val_success_ratio: 0.9400 - val_r_coeff: 0.9211
Epoch 537/5000
0s - loss: 84.4769 - success_ratio: 0.9495 - r_coeff: 0.9450 - val_loss: 196.8703 - val_success_ratio: 0.9400 - val_r_coeff: 0.9212
Epoch 538/5000
0s - loss: 84.4156 - success_ratio: 0.9495 - r_coeff: 0.9450 - val_loss: 196.8803 - val_success_ratio: 0.9400 - val_r_coeff: 0.9212
Epoch 539/5000
0s - loss: 84.3565 - success_ratio: 0.9495 - r_coeff: 0.9451 - val_loss: 196.6501 - val_success_ratio: 0.9400 - val_r_coeff: 0.9213
Epoch 540/5000
0s - loss: 84.2968 - success_ratio: 0.9495 - r_coeff: 0.9451 - val_loss: 196.6554 - val_success_ratio: 0.9400 - val_r_coeff: 0.9213
Epoch 541/5000
0s - loss: 84.2392 - success_ratio: 0.9495 - r_coeff: 0.9452 - val_loss: 196.4325 - val_success_ratio: 0.9400 - val_r_coeff: 0.9214
Epoch 542/5000
0s - loss: 84.1810 - success_ratio: 0.9495 - r_coeff: 0.9452 - val_loss: 196.4333 - val_success_ratio: 0.9300 - val_r_coeff: 0.9214
Epoch 543/5000
0s - loss: 84.1250 - success_ratio: 0.9495 - r_coeff: 0.9452 - val_loss: 196.2178 - val_success_ratio: 0.9400 - val_r_coeff: 0.9215
Epoch 544/5000
0s - loss: 84.0683 - success_ratio: 0.9495 - r_coeff: 0.9453 - val_loss: 196.2140 - val_success_ratio: 0.9300 - val_r_coeff: 0.9215
Epoch 545/5000
0s - loss: 84.0137 - success_ratio: 0.9495 - r_coeff: 0.9453 - val_loss: 196.0056 - val_success_ratio: 0.9400 - val_r_coeff: 0.9216
Epoch 546/5000
0s - loss: 83.9584 - success_ratio: 0.9495 - r_coeff: 0.9453 - val_loss: 195.9974 - val_success_ratio: 0.9300 - val_r_coeff: 0.9216
Epoch 547/5000
0s - loss: 83.9052 - success_ratio: 0.9495 - r_coeff: 0.9454 - val_loss: 195.7960 - val_success_ratio: 0.9400 - val_r_coeff: 0.9217
Epoch 548/5000
0s - loss: 83.8514 - success_ratio: 0.9495 - r_coeff: 0.9454 - val_loss: 195.7837 - val_success_ratio: 0.9300 - val_r_coeff: 0.9217
Epoch 549/5000
0s - loss: 83.7995 - success_ratio: 0.9495 - r_coeff: 0.9454 - val_loss: 195.5891 - val_success_ratio: 0.9300 - val_r_coeff: 0.9217
Epoch 550/5000
0s - loss: 83.7470 - success_ratio: 0.9495 - r_coeff: 0.9455 - val_loss: 195.5727 - val_success_ratio: 0.9300 - val_r_coeff: 0.9217
Epoch 551/5000
0s - loss: 83.6965 - success_ratio: 0.9495 - r_coeff: 0.9455 - val_loss: 195.3846 - val_success_ratio: 0.9300 - val_r_coeff: 0.9218
Epoch 552/5000
0s - loss: 83.6453 - success_ratio: 0.9470 - r_coeff: 0.9455 - val_loss: 195.3643 - val_success_ratio: 0.9300 - val_r_coeff: 0.9218
Epoch 553/5000
0s - loss: 83.5960 - success_ratio: 0.9495 - r_coeff: 0.9456 - val_loss: 195.1827 - val_success_ratio: 0.9300 - val_r_coeff: 0.9219
Epoch 554/5000
0s - loss: 83.5461 - success_ratio: 0.9470 - r_coeff: 0.9456 - val_loss: 195.1585 - val_success_ratio: 0.9300 - val_r_coeff: 0.9219
Epoch 555/5000
0s - loss: 83.4980 - success_ratio: 0.9495 - r_coeff: 0.9456 - val_loss: 194.9832 - val_success_ratio: 0.9300 - val_r_coeff: 0.9220
Epoch 556/5000
0s - loss: 83.4494 - success_ratio: 0.9470 - r_coeff: 0.9457 - val_loss: 194.9553 - val_success_ratio: 0.9300 - val_r_coeff: 0.9220
Epoch 557/5000
0s - loss: 83.4025 - success_ratio: 0.9495 - r_coeff: 0.9457 - val_loss: 194.7861 - val_success_ratio: 0.9300 - val_r_coeff: 0.9221
Epoch 558/5000
0s - loss: 83.3550 - success_ratio: 0.9470 - r_coeff: 0.9457 - val_loss: 194.7548 - val_success_ratio: 0.9300 - val_r_coeff: 0.9221
Epoch 559/5000
0s - loss: 83.3092 - success_ratio: 0.9495 - r_coeff: 0.9458 - val_loss: 194.5915 - val_success_ratio: 0.9300 - val_r_coeff: 0.9221
Epoch 560/5000
0s - loss: 83.2629 - success_ratio: 0.9470 - r_coeff: 0.9458 - val_loss: 194.5566 - val_success_ratio: 0.9300 - val_r_coeff: 0.9221
Epoch 561/5000
0s - loss: 83.2182 - success_ratio: 0.9495 - r_coeff: 0.9458 - val_loss: 194.3992 - val_success_ratio: 0.9300 - val_r_coeff: 0.9222
Epoch 562/5000
0s - loss: 83.1731 - success_ratio: 0.9470 - r_coeff: 0.9458 - val_loss: 194.3610 - val_success_ratio: 0.9300 - val_r_coeff: 0.9222
Epoch 563/5000
0s - loss: 83.1295 - success_ratio: 0.9495 - r_coeff: 0.9459 - val_loss: 194.2091 - val_success_ratio: 0.9300 - val_r_coeff: 0.9223
Epoch 564/5000
0s - loss: 83.0854 - success_ratio: 0.9444 - r_coeff: 0.9459 - val_loss: 194.1677 - val_success_ratio: 0.9400 - val_r_coeff: 0.9223
Epoch 565/5000
0s - loss: 83.0428 - success_ratio: 0.9495 - r_coeff: 0.9459 - val_loss: 194.0214 - val_success_ratio: 0.9400 - val_r_coeff: 0.9224
Epoch 566/5000
0s - loss: 82.9998 - success_ratio: 0.9444 - r_coeff: 0.9460 - val_loss: 193.9768 - val_success_ratio: 0.9400 - val_r_coeff: 0.9224
Epoch 567/5000
0s - loss: 82.9582 - success_ratio: 0.9495 - r_coeff: 0.9460 - val_loss: 193.8358 - val_success_ratio: 0.9400 - val_r_coeff: 0.9224
Epoch 568/5000
0s - loss: 82.9162 - success_ratio: 0.9444 - r_coeff: 0.9460 - val_loss: 193.7883 - val_success_ratio: 0.9400 - val_r_coeff: 0.9225
Epoch 569/5000
0s - loss: 82.8756 - success_ratio: 0.9495 - r_coeff: 0.9460 - val_loss: 193.6524 - val_success_ratio: 0.9400 - val_r_coeff: 0.9225
Epoch 570/5000
0s - loss: 82.8346 - success_ratio: 0.9444 - r_coeff: 0.9461 - val_loss: 193.6021 - val_success_ratio: 0.9400 - val_r_coeff: 0.9225
Epoch 571/5000
0s - loss: 82.7949 - success_ratio: 0.9495 - r_coeff: 0.9461 - val_loss: 193.4712 - val_success_ratio: 0.9400 - val_r_coeff: 0.9226
Epoch 572/5000
0s - loss: 82.7548 - success_ratio: 0.9444 - r_coeff: 0.9461 - val_loss: 193.4182 - val_success_ratio: 0.9400 - val_r_coeff: 0.9226
Epoch 573/5000
0s - loss: 82.7161 - success_ratio: 0.9495 - r_coeff: 0.9461 - val_loss: 193.2920 - val_success_ratio: 0.9400 - val_r_coeff: 0.9227
Epoch 574/5000
0s - loss: 82.6770 - success_ratio: 0.9444 - r_coeff: 0.9462 - val_loss: 193.2364 - val_success_ratio: 0.9400 - val_r_coeff: 0.9227
Epoch 575/5000
0s - loss: 82.6391 - success_ratio: 0.9495 - r_coeff: 0.9462 - val_loss: 193.1149 - val_success_ratio: 0.9400 - val_r_coeff: 0.9227
Epoch 576/5000
0s - loss: 82.6009 - success_ratio: 0.9444 - r_coeff: 0.9462 - val_loss: 193.0567 - val_success_ratio: 0.9400 - val_r_coeff: 0.9227
Epoch 577/5000
0s - loss: 82.5638 - success_ratio: 0.9495 - r_coeff: 0.9462 - val_loss: 192.9398 - val_success_ratio: 0.9400 - val_r_coeff: 0.9228
Epoch 578/5000
0s - loss: 82.5265 - success_ratio: 0.9444 - r_coeff: 0.9463 - val_loss: 192.8792 - val_success_ratio: 0.9400 - val_r_coeff: 0.9228
Epoch 579/5000
0s - loss: 82.4903 - success_ratio: 0.9470 - r_coeff: 0.9463 - val_loss: 192.7667 - val_success_ratio: 0.9400 - val_r_coeff: 0.9229
Epoch 580/5000
0s - loss: 82.4538 - success_ratio: 0.9419 - r_coeff: 0.9463 - val_loss: 192.7038 - val_success_ratio: 0.9400 - val_r_coeff: 0.9229
Epoch 581/5000
0s - loss: 82.4184 - success_ratio: 0.9470 - r_coeff: 0.9463 - val_loss: 192.5955 - val_success_ratio: 0.9400 - val_r_coeff: 0.9229
Epoch 582/5000
0s - loss: 82.3827 - success_ratio: 0.9419 - r_coeff: 0.9464 - val_loss: 192.5303 - val_success_ratio: 0.9400 - val_r_coeff: 0.9230
Epoch 583/5000
0s - loss: 82.3481 - success_ratio: 0.9444 - r_coeff: 0.9464 - val_loss: 192.4262 - val_success_ratio: 0.9400 - val_r_coeff: 0.9230
Epoch 584/5000
0s - loss: 82.3132 - success_ratio: 0.9419 - r_coeff: 0.9464 - val_loss: 192.3589 - val_success_ratio: 0.9400 - val_r_coeff: 0.9230
Epoch 585/5000
0s - loss: 82.2794 - success_ratio: 0.9444 - r_coeff: 0.9464 - val_loss: 192.2588 - val_success_ratio: 0.9400 - val_r_coeff: 0.9231
Epoch 586/5000
0s - loss: 82.2453 - success_ratio: 0.9419 - r_coeff: 0.9465 - val_loss: 192.1895 - val_success_ratio: 0.9400 - val_r_coeff: 0.9231
Epoch 587/5000
0s - loss: 82.2121 - success_ratio: 0.9444 - r_coeff: 0.9465 - val_loss: 192.0931 - val_success_ratio: 0.9400 - val_r_coeff: 0.9231
Epoch 588/5000
0s - loss: 82.1788 - success_ratio: 0.9419 - r_coeff: 0.9465 - val_loss: 192.0219 - val_success_ratio: 0.9400 - val_r_coeff: 0.9232
Epoch 589/5000
0s - loss: 82.1464 - success_ratio: 0.9444 - r_coeff: 0.9465 - val_loss: 191.9292 - val_success_ratio: 0.9400 - val_r_coeff: 0.9232
Epoch 590/5000
0s - loss: 82.1138 - success_ratio: 0.9419 - r_coeff: 0.9465 - val_loss: 191.8562 - val_success_ratio: 0.9400 - val_r_coeff: 0.9232
Epoch 591/5000
0s - loss: 82.0821 - success_ratio: 0.9444 - r_coeff: 0.9466 - val_loss: 191.7671 - val_success_ratio: 0.9400 - val_r_coeff: 0.9233
Epoch 592/5000
0s - loss: 82.0502 - success_ratio: 0.9419 - r_coeff: 0.9466 - val_loss: 191.6924 - val_success_ratio: 0.9400 - val_r_coeff: 0.9233
Epoch 593/5000
0s - loss: 82.0191 - success_ratio: 0.9444 - r_coeff: 0.9466 - val_loss: 191.6067 - val_success_ratio: 0.9400 - val_r_coeff: 0.9233
Epoch 594/5000
0s - loss: 81.9879 - success_ratio: 0.9419 - r_coeff: 0.9466 - val_loss: 191.5304 - val_success_ratio: 0.9400 - val_r_coeff: 0.9234
Epoch 595/5000
0s - loss: 81.9575 - success_ratio: 0.9444 - r_coeff: 0.9466 - val_loss: 191.4479 - val_success_ratio: 0.9400 - val_r_coeff: 0.9234
Epoch 596/5000
0s - loss: 81.9270 - success_ratio: 0.9419 - r_coeff: 0.9467 - val_loss: 191.3700 - val_success_ratio: 0.9400 - val_r_coeff: 0.9234
Epoch 597/5000
0s - loss: 81.8972 - success_ratio: 0.9444 - r_coeff: 0.9467 - val_loss: 191.2907 - val_success_ratio: 0.9400 - val_r_coeff: 0.9235
Epoch 598/5000
0s - loss: 81.8673 - success_ratio: 0.9419 - r_coeff: 0.9467 - val_loss: 191.2113 - val_success_ratio: 0.9400 - val_r_coeff: 0.9235
Epoch 599/5000
0s - loss: 81.8381 - success_ratio: 0.9444 - r_coeff: 0.9467 - val_loss: 191.1352 - val_success_ratio: 0.9400 - val_r_coeff: 0.9235
Epoch 600/5000
0s - loss: 81.8089 - success_ratio: 0.9419 - r_coeff: 0.9467 - val_loss: 191.0545 - val_success_ratio: 0.9400 - val_r_coeff: 0.9235
Epoch 601/5000
0s - loss: 81.7803 - success_ratio: 0.9444 - r_coeff: 0.9468 - val_loss: 190.9812 - val_success_ratio: 0.9400 - val_r_coeff: 0.9236
Epoch 602/5000
0s - loss: 81.7517 - success_ratio: 0.9419 - r_coeff: 0.9468 - val_loss: 190.8991 - val_success_ratio: 0.9400 - val_r_coeff: 0.9236
Epoch 603/5000
0s - loss: 81.7237 - success_ratio: 0.9419 - r_coeff: 0.9468 - val_loss: 190.8287 - val_success_ratio: 0.9400 - val_r_coeff: 0.9236
Epoch 604/5000
0s - loss: 81.6957 - success_ratio: 0.9419 - r_coeff: 0.9468 - val_loss: 190.7455 - val_success_ratio: 0.9400 - val_r_coeff: 0.9237
Epoch 605/5000
0s - loss: 81.6683 - success_ratio: 0.9419 - r_coeff: 0.9468 - val_loss: 190.6777 - val_success_ratio: 0.9400 - val_r_coeff: 0.9237
Epoch 606/5000
0s - loss: 81.6409 - success_ratio: 0.9419 - r_coeff: 0.9468 - val_loss: 190.5934 - val_success_ratio: 0.9400 - val_r_coeff: 0.9237
Epoch 607/5000
0s - loss: 81.6139 - success_ratio: 0.9419 - r_coeff: 0.9469 - val_loss: 190.5282 - val_success_ratio: 0.9400 - val_r_coeff: 0.9238
Epoch 608/5000
0s - loss: 81.5871 - success_ratio: 0.9394 - r_coeff: 0.9469 - val_loss: 190.4428 - val_success_ratio: 0.9400 - val_r_coeff: 0.9238
Epoch 609/5000
0s - loss: 81.5607 - success_ratio: 0.9419 - r_coeff: 0.9469 - val_loss: 190.3801 - val_success_ratio: 0.9400 - val_r_coeff: 0.9238
Epoch 610/5000
0s - loss: 81.5344 - success_ratio: 0.9394 - r_coeff: 0.9469 - val_loss: 190.2938 - val_success_ratio: 0.9400 - val_r_coeff: 0.9239
Epoch 611/5000
0s - loss: 81.5086 - success_ratio: 0.9419 - r_coeff: 0.9469 - val_loss: 190.2335 - val_success_ratio: 0.9400 - val_r_coeff: 0.9239
Epoch 612/5000
0s - loss: 81.4828 - success_ratio: 0.9394 - r_coeff: 0.9469 - val_loss: 190.1462 - val_success_ratio: 0.9400 - val_r_coeff: 0.9239
Epoch 613/5000
0s - loss: 81.4575 - success_ratio: 0.9419 - r_coeff: 0.9470 - val_loss: 190.0882 - val_success_ratio: 0.9400 - val_r_coeff: 0.9239
Epoch 614/5000
0s - loss: 81.4323 - success_ratio: 0.9394 - r_coeff: 0.9470 - val_loss: 190.0002 - val_success_ratio: 0.9400 - val_r_coeff: 0.9240
Epoch 615/5000
0s - loss: 81.4074 - success_ratio: 0.9419 - r_coeff: 0.9470 - val_loss: 189.9443 - val_success_ratio: 0.9400 - val_r_coeff: 0.9240
Epoch 616/5000
0s - loss: 81.3827 - success_ratio: 0.9394 - r_coeff: 0.9470 - val_loss: 189.8555 - val_success_ratio: 0.9400 - val_r_coeff: 0.9240
Epoch 617/5000
0s - loss: 81.3583 - success_ratio: 0.9419 - r_coeff: 0.9470 - val_loss: 189.8017 - val_success_ratio: 0.9400 - val_r_coeff: 0.9240
Epoch 618/5000
0s - loss: 81.3341 - success_ratio: 0.9394 - r_coeff: 0.9470 - val_loss: 189.7123 - val_success_ratio: 0.9400 - val_r_coeff: 0.9241
Epoch 619/5000
0s - loss: 81.3102 - success_ratio: 0.9419 - r_coeff: 0.9471 - val_loss: 189.6604 - val_success_ratio: 0.9400 - val_r_coeff: 0.9241
Epoch 620/5000
0s - loss: 81.2865 - success_ratio: 0.9394 - r_coeff: 0.9471 - val_loss: 189.5704 - val_success_ratio: 0.9400 - val_r_coeff: 0.9241
Epoch 621/5000
0s - loss: 81.2630 - success_ratio: 0.9419 - r_coeff: 0.9471 - val_loss: 189.5204 - val_success_ratio: 0.9400 - val_r_coeff: 0.9242
Epoch 622/5000
0s - loss: 81.2397 - success_ratio: 0.9394 - r_coeff: 0.9471 - val_loss: 189.4299 - val_success_ratio: 0.9400 - val_r_coeff: 0.9242
Epoch 623/5000
0s - loss: 81.2168 - success_ratio: 0.9419 - r_coeff: 0.9471 - val_loss: 189.3817 - val_success_ratio: 0.9400 - val_r_coeff: 0.9242
Epoch 624/5000
0s - loss: 81.1939 - success_ratio: 0.9394 - r_coeff: 0.9471 - val_loss: 189.2906 - val_success_ratio: 0.9400 - val_r_coeff: 0.9243
Epoch 625/5000
0s - loss: 81.1714 - success_ratio: 0.9419 - r_coeff: 0.9471 - val_loss: 189.2441 - val_success_ratio: 0.9400 - val_r_coeff: 0.9243
Epoch 626/5000
0s - loss: 81.1490 - success_ratio: 0.9394 - r_coeff: 0.9472 - val_loss: 189.1528 - val_success_ratio: 0.9400 - val_r_coeff: 0.9243
Epoch 627/5000
0s - loss: 81.1269 - success_ratio: 0.9419 - r_coeff: 0.9472 - val_loss: 189.1079 - val_success_ratio: 0.9400 - val_r_coeff: 0.9243
Epoch 628/5000
0s - loss: 81.1049 - success_ratio: 0.9394 - r_coeff: 0.9472 - val_loss: 189.0162 - val_success_ratio: 0.9400 - val_r_coeff: 0.9244
Epoch 629/5000
0s - loss: 81.0832 - success_ratio: 0.9419 - r_coeff: 0.9472 - val_loss: 188.9728 - val_success_ratio: 0.9400 - val_r_coeff: 0.9244
Epoch 630/5000
0s - loss: 81.0617 - success_ratio: 0.9394 - r_coeff: 0.9472 - val_loss: 188.8809 - val_success_ratio: 0.9400 - val_r_coeff: 0.9244
Epoch 631/5000
0s - loss: 81.0404 - success_ratio: 0.9419 - r_coeff: 0.9472 - val_loss: 188.8388 - val_success_ratio: 0.9400 - val_r_coeff: 0.9244
Epoch 632/5000
0s - loss: 81.0192 - success_ratio: 0.9394 - r_coeff: 0.9472 - val_loss: 188.7467 - val_success_ratio: 0.9400 - val_r_coeff: 0.9245
Epoch 633/5000
0s - loss: 80.9983 - success_ratio: 0.9419 - r_coeff: 0.9473 - val_loss: 188.7060 - val_success_ratio: 0.9400 - val_r_coeff: 0.9245
Epoch 634/5000
0s - loss: 80.9776 - success_ratio: 0.9394 - r_coeff: 0.9473 - val_loss: 188.6138 - val_success_ratio: 0.9400 - val_r_coeff: 0.9245
Epoch 635/5000
0s - loss: 80.9571 - success_ratio: 0.9419 - r_coeff: 0.9473 - val_loss: 188.5743 - val_success_ratio: 0.9400 - val_r_coeff: 0.9245
Epoch 636/5000
0s - loss: 80.9368 - success_ratio: 0.9394 - r_coeff: 0.9473 - val_loss: 188.4821 - val_success_ratio: 0.9400 - val_r_coeff: 0.9246
Epoch 637/5000
0s - loss: 80.9166 - success_ratio: 0.9419 - r_coeff: 0.9473 - val_loss: 188.4438 - val_success_ratio: 0.9400 - val_r_coeff: 0.9246
Epoch 638/5000
0s - loss: 80.8967 - success_ratio: 0.9394 - r_coeff: 0.9473 - val_loss: 188.3515 - val_success_ratio: 0.9400 - val_r_coeff: 0.9246
Epoch 639/5000
0s - loss: 80.8769 - success_ratio: 0.9419 - r_coeff: 0.9473 - val_loss: 188.3142 - val_success_ratio: 0.9500 - val_r_coeff: 0.9246
Epoch 640/5000
0s - loss: 80.8573 - success_ratio: 0.9394 - r_coeff: 0.9474 - val_loss: 188.2221 - val_success_ratio: 0.9400 - val_r_coeff: 0.9247
Epoch 641/5000
0s - loss: 80.8379 - success_ratio: 0.9419 - r_coeff: 0.9474 - val_loss: 188.1857 - val_success_ratio: 0.9500 - val_r_coeff: 0.9247
Epoch 642/5000
0s - loss: 80.8187 - success_ratio: 0.9394 - r_coeff: 0.9474 - val_loss: 188.0939 - val_success_ratio: 0.9400 - val_r_coeff: 0.9247
Epoch 643/5000
0s - loss: 80.7996 - success_ratio: 0.9419 - r_coeff: 0.9474 - val_loss: 188.0582 - val_success_ratio: 0.9500 - val_r_coeff: 0.9247
Epoch 644/5000
0s - loss: 80.7807 - success_ratio: 0.9394 - r_coeff: 0.9474 - val_loss: 187.9666 - val_success_ratio: 0.9400 - val_r_coeff: 0.9248
Epoch 645/5000
0s - loss: 80.7620 - success_ratio: 0.9419 - r_coeff: 0.9474 - val_loss: 187.9318 - val_success_ratio: 0.9500 - val_r_coeff: 0.9248
Epoch 646/5000
0s - loss: 80.7435 - success_ratio: 0.9394 - r_coeff: 0.9474 - val_loss: 187.8405 - val_success_ratio: 0.9400 - val_r_coeff: 0.9248
Epoch 647/5000
0s - loss: 80.7251 - success_ratio: 0.9419 - r_coeff: 0.9474 - val_loss: 187.8064 - val_success_ratio: 0.9500 - val_r_coeff: 0.9248
Epoch 648/5000
0s - loss: 80.7069 - success_ratio: 0.9394 - r_coeff: 0.9475 - val_loss: 187.7154 - val_success_ratio: 0.9400 - val_r_coeff: 0.9249
Epoch 649/5000
0s - loss: 80.6889 - success_ratio: 0.9419 - r_coeff: 0.9475 - val_loss: 187.6818 - val_success_ratio: 0.9500 - val_r_coeff: 0.9249
Epoch 650/5000
0s - loss: 80.6710 - success_ratio: 0.9394 - r_coeff: 0.9475 - val_loss: 187.5913 - val_success_ratio: 0.9400 - val_r_coeff: 0.9249
Epoch 651/5000
0s - loss: 80.6533 - success_ratio: 0.9419 - r_coeff: 0.9475 - val_loss: 187.5581 - val_success_ratio: 0.9500 - val_r_coeff: 0.9249
Epoch 652/5000
0s - loss: 80.6358 - success_ratio: 0.9394 - r_coeff: 0.9475 - val_loss: 187.4683 - val_success_ratio: 0.9400 - val_r_coeff: 0.9250
Epoch 653/5000
0s - loss: 80.6183 - success_ratio: 0.9419 - r_coeff: 0.9475 - val_loss: 187.4354 - val_success_ratio: 0.9500 - val_r_coeff: 0.9250
Epoch 654/5000
0s - loss: 80.6012 - success_ratio: 0.9419 - r_coeff: 0.9475 - val_loss: 187.3461 - val_success_ratio: 0.9400 - val_r_coeff: 0.9250
Epoch 655/5000
0s - loss: 80.5840 - success_ratio: 0.9419 - r_coeff: 0.9475 - val_loss: 187.3136 - val_success_ratio: 0.9500 - val_r_coeff: 0.9250
Epoch 656/5000
0s - loss: 80.5671 - success_ratio: 0.9419 - r_coeff: 0.9475 - val_loss: 187.2250 - val_success_ratio: 0.9400 - val_r_coeff: 0.9251
Epoch 657/5000
0s - loss: 80.5502 - success_ratio: 0.9419 - r_coeff: 0.9476 - val_loss: 187.1926 - val_success_ratio: 0.9500 - val_r_coeff: 0.9251
Epoch 658/5000
0s - loss: 80.5337 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 187.1048 - val_success_ratio: 0.9500 - val_r_coeff: 0.9251
Epoch 659/5000
0s - loss: 80.5171 - success_ratio: 0.9419 - r_coeff: 0.9476 - val_loss: 187.0726 - val_success_ratio: 0.9500 - val_r_coeff: 0.9251
Epoch 660/5000
0s - loss: 80.5009 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 186.9856 - val_success_ratio: 0.9500 - val_r_coeff: 0.9252
Epoch 661/5000
0s - loss: 80.4846 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 186.9533 - val_success_ratio: 0.9500 - val_r_coeff: 0.9252
Epoch 662/5000
0s - loss: 80.4686 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 186.8673 - val_success_ratio: 0.9500 - val_r_coeff: 0.9252
Epoch 663/5000
0s - loss: 80.4526 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 186.8348 - val_success_ratio: 0.9500 - val_r_coeff: 0.9252
Epoch 664/5000
0s - loss: 80.4370 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 186.7498 - val_success_ratio: 0.9500 - val_r_coeff: 0.9253
Epoch 665/5000
0s - loss: 80.4212 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 186.7172 - val_success_ratio: 0.9500 - val_r_coeff: 0.9253
Epoch 666/5000
0s - loss: 80.4058 - success_ratio: 0.9394 - r_coeff: 0.9476 - val_loss: 186.6331 - val_success_ratio: 0.9500 - val_r_coeff: 0.9253
Epoch 667/5000
0s - loss: 80.3904 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.6004 - val_success_ratio: 0.9500 - val_r_coeff: 0.9253
Epoch 668/5000
0s - loss: 80.3752 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.5174 - val_success_ratio: 0.9500 - val_r_coeff: 0.9254
Epoch 669/5000
0s - loss: 80.3600 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.4843 - val_success_ratio: 0.9500 - val_r_coeff: 0.9254
Epoch 670/5000
0s - loss: 80.3451 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.4026 - val_success_ratio: 0.9500 - val_r_coeff: 0.9254
Epoch 671/5000
0s - loss: 80.3302 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.3690 - val_success_ratio: 0.9500 - val_r_coeff: 0.9254
Epoch 672/5000
0s - loss: 80.3156 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.2886 - val_success_ratio: 0.9500 - val_r_coeff: 0.9255
Epoch 673/5000
0s - loss: 80.3009 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.2545 - val_success_ratio: 0.9500 - val_r_coeff: 0.9255
Epoch 674/5000
0s - loss: 80.2866 - success_ratio: 0.9369 - r_coeff: 0.9477 - val_loss: 186.1754 - val_success_ratio: 0.9500 - val_r_coeff: 0.9255
Epoch 675/5000
0s - loss: 80.2721 - success_ratio: 0.9394 - r_coeff: 0.9477 - val_loss: 186.1408 - val_success_ratio: 0.9500 - val_r_coeff: 0.9255
Epoch 676/5000
0s - loss: 80.2580 - success_ratio: 0.9369 - r_coeff: 0.9477 - val_loss: 186.0629 - val_success_ratio: 0.9500 - val_r_coeff: 0.9255
Epoch 677/5000
0s - loss: 80.2438 - success_ratio: 0.9394 - r_coeff: 0.9478 - val_loss: 186.0278 - val_success_ratio: 0.9500 - val_r_coeff: 0.9256
Epoch 678/5000
0s - loss: 80.2300 - success_ratio: 0.9369 - r_coeff: 0.9478 - val_loss: 185.9514 - val_success_ratio: 0.9500 - val_r_coeff: 0.9256
Epoch 679/5000
0s - loss: 80.2160 - success_ratio: 0.9369 - r_coeff: 0.9478 - val_loss: 185.9157 - val_success_ratio: 0.9500 - val_r_coeff: 0.9256
Epoch 680/5000
0s - loss: 80.2024 - success_ratio: 0.9369 - r_coeff: 0.9478 - val_loss: 185.8406 - val_success_ratio: 0.9500 - val_r_coeff: 0.9256
Epoch 681/5000
0s - loss: 80.1887 - success_ratio: 0.9369 - r_coeff: 0.9478 - val_loss: 185.8043 - val_success_ratio: 0.9500 - val_r_coeff: 0.9256
Epoch 682/5000
0s - loss: 80.1753 - success_ratio: 0.9394 - r_coeff: 0.9478 - val_loss: 185.7308 - val_success_ratio: 0.9500 - val_r_coeff: 0.9257
Epoch 683/5000
0s - loss: 80.1618 - success_ratio: 0.9369 - r_coeff: 0.9478 - val_loss: 185.6936 - val_success_ratio: 0.9500 - val_r_coeff: 0.9257
Epoch 684/5000
0s - loss: 80.1486 - success_ratio: 0.9394 - r_coeff: 0.9478 - val_loss: 185.6216 - val_success_ratio: 0.9500 - val_r_coeff: 0.9257
Epoch 685/5000
0s - loss: 80.1353 - success_ratio: 0.9369 - r_coeff: 0.9478 - val_loss: 185.5837 - val_success_ratio: 0.9500 - val_r_coeff: 0.9257
Epoch 686/5000
0s - loss: 80.1224 - success_ratio: 0.9394 - r_coeff: 0.9478 - val_loss: 185.5134 - val_success_ratio: 0.9500 - val_r_coeff: 0.9258
Epoch 687/5000
0s - loss: 80.1094 - success_ratio: 0.9369 - r_coeff: 0.9478 - val_loss: 185.4747 - val_success_ratio: 0.9500 - val_r_coeff: 0.9258
Epoch 688/5000
0s - loss: 80.0967 - success_ratio: 0.9419 - r_coeff: 0.9478 - val_loss: 185.4059 - val_success_ratio: 0.9500 - val_r_coeff: 0.9258
Epoch 689/5000
0s - loss: 80.0838 - success_ratio: 0.9369 - r_coeff: 0.9479 - val_loss: 185.3663 - val_success_ratio: 0.9500 - val_r_coeff: 0.9258
Epoch 690/5000
0s - loss: 80.0713 - success_ratio: 0.9419 - r_coeff: 0.9479 - val_loss: 185.2992 - val_success_ratio: 0.9500 - val_r_coeff: 0.9259
Epoch 691/5000
0s - loss: 80.0587 - success_ratio: 0.9369 - r_coeff: 0.9479 - val_loss: 185.2589 - val_success_ratio: 0.9500 - val_r_coeff: 0.9259
Epoch 692/5000
0s - loss: 80.0464 - success_ratio: 0.9419 - r_coeff: 0.9479 - val_loss: 185.1933 - val_success_ratio: 0.9500 - val_r_coeff: 0.9259
Epoch 693/5000
0s - loss: 80.0340 - success_ratio: 0.9369 - r_coeff: 0.9479 - val_loss: 185.1521 - val_success_ratio: 0.9500 - val_r_coeff: 0.9259
Epoch 694/5000
0s - loss: 80.0219 - success_ratio: 0.9419 - r_coeff: 0.9479 - val_loss: 185.0883 - val_success_ratio: 0.9500 - val_r_coeff: 0.9259
Epoch 695/5000
0s - loss: 80.0097 - success_ratio: 0.9369 - r_coeff: 0.9479 - val_loss: 185.0462 - val_success_ratio: 0.9500 - val_r_coeff: 0.9260
Epoch 696/5000
0s - loss: 79.9979 - success_ratio: 0.9419 - r_coeff: 0.9479 - val_loss: 184.9842 - val_success_ratio: 0.9500 - val_r_coeff: 0.9260
Epoch 697/5000
0s - loss: 79.9859 - success_ratio: 0.9394 - r_coeff: 0.9479 - val_loss: 184.9411 - val_success_ratio: 0.9500 - val_r_coeff: 0.9260
Epoch 698/5000
0s - loss: 79.9742 - success_ratio: 0.9419 - r_coeff: 0.9479 - val_loss: 184.8808 - val_success_ratio: 0.9500 - val_r_coeff: 0.9260
Epoch 699/5000
0s - loss: 79.9624 - success_ratio: 0.9394 - r_coeff: 0.9479 - val_loss: 184.8368 - val_success_ratio: 0.9500 - val_r_coeff: 0.9260
Epoch 700/5000
0s - loss: 79.9510 - success_ratio: 0.9419 - r_coeff: 0.9479 - val_loss: 184.7782 - val_success_ratio: 0.9500 - val_r_coeff: 0.9261
Epoch 701/5000
0s - loss: 79.9393 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.7333 - val_success_ratio: 0.9500 - val_r_coeff: 0.9261
Epoch 702/5000
0s - loss: 79.9281 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.6765 - val_success_ratio: 0.9500 - val_r_coeff: 0.9261
Epoch 703/5000
0s - loss: 79.9166 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.6306 - val_success_ratio: 0.9500 - val_r_coeff: 0.9261
Epoch 704/5000
0s - loss: 79.9056 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.5757 - val_success_ratio: 0.9500 - val_r_coeff: 0.9261
Epoch 705/5000
0s - loss: 79.8943 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.5288 - val_success_ratio: 0.9500 - val_r_coeff: 0.9262
Epoch 706/5000
0s - loss: 79.8834 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.4755 - val_success_ratio: 0.9500 - val_r_coeff: 0.9262
Epoch 707/5000
0s - loss: 79.8724 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.4278 - val_success_ratio: 0.9500 - val_r_coeff: 0.9262
Epoch 708/5000
0s - loss: 79.8616 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.3765 - val_success_ratio: 0.9500 - val_r_coeff: 0.9262
Epoch 709/5000
0s - loss: 79.8508 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.3276 - val_success_ratio: 0.9500 - val_r_coeff: 0.9262
Epoch 710/5000
0s - loss: 79.8402 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.2781 - val_success_ratio: 0.9500 - val_r_coeff: 0.9263
Epoch 711/5000
0s - loss: 79.8296 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.2283 - val_success_ratio: 0.9500 - val_r_coeff: 0.9263
Epoch 712/5000
0s - loss: 79.8192 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.1805 - val_success_ratio: 0.9500 - val_r_coeff: 0.9263
Epoch 713/5000
0s - loss: 79.8087 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.1298 - val_success_ratio: 0.9500 - val_r_coeff: 0.9263
Epoch 714/5000
0s - loss: 79.7985 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.0839 - val_success_ratio: 0.9500 - val_r_coeff: 0.9263
Epoch 715/5000
0s - loss: 79.7882 - success_ratio: 0.9419 - r_coeff: 0.9480 - val_loss: 184.0321 - val_success_ratio: 0.9500 - val_r_coeff: 0.9264
Epoch 716/5000
0s - loss: 79.7782 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.9881 - val_success_ratio: 0.9500 - val_r_coeff: 0.9264
Epoch 717/5000
0s - loss: 79.7680 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.9353 - val_success_ratio: 0.9500 - val_r_coeff: 0.9264
Epoch 718/5000
0s - loss: 79.7582 - success_ratio: 0.9444 - r_coeff: 0.9481 - val_loss: 183.8931 - val_success_ratio: 0.9500 - val_r_coeff: 0.9264
Epoch 719/5000
0s - loss: 79.7482 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.8394 - val_success_ratio: 0.9500 - val_r_coeff: 0.9264
Epoch 720/5000
0s - loss: 79.7385 - success_ratio: 0.9444 - r_coeff: 0.9481 - val_loss: 183.7990 - val_success_ratio: 0.9500 - val_r_coeff: 0.9265
Epoch 721/5000
0s - loss: 79.7286 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.7442 - val_success_ratio: 0.9500 - val_r_coeff: 0.9265
Epoch 722/5000
0s - loss: 79.7191 - success_ratio: 0.9444 - r_coeff: 0.9481 - val_loss: 183.7056 - val_success_ratio: 0.9500 - val_r_coeff: 0.9265
Epoch 723/5000
0s - loss: 79.7094 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.6500 - val_success_ratio: 0.9500 - val_r_coeff: 0.9265
Epoch 724/5000
0s - loss: 79.7001 - success_ratio: 0.9444 - r_coeff: 0.9481 - val_loss: 183.6133 - val_success_ratio: 0.9500 - val_r_coeff: 0.9265
Epoch 725/5000
0s - loss: 79.6906 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.5566 - val_success_ratio: 0.9500 - val_r_coeff: 0.9265
Epoch 726/5000
0s - loss: 79.6814 - success_ratio: 0.9470 - r_coeff: 0.9481 - val_loss: 183.5218 - val_success_ratio: 0.9500 - val_r_coeff: 0.9266
Epoch 727/5000
0s - loss: 79.6720 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.4640 - val_success_ratio: 0.9500 - val_r_coeff: 0.9266
Epoch 728/5000
0s - loss: 79.6630 - success_ratio: 0.9470 - r_coeff: 0.9481 - val_loss: 183.4310 - val_success_ratio: 0.9500 - val_r_coeff: 0.9266
Epoch 729/5000
0s - loss: 79.6537 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.3723 - val_success_ratio: 0.9500 - val_r_coeff: 0.9266
Epoch 730/5000
0s - loss: 79.6449 - success_ratio: 0.9470 - r_coeff: 0.9481 - val_loss: 183.3411 - val_success_ratio: 0.9500 - val_r_coeff: 0.9266
Epoch 731/5000
0s - loss: 79.6358 - success_ratio: 0.9419 - r_coeff: 0.9481 - val_loss: 183.2814 - val_success_ratio: 0.9500 - val_r_coeff: 0.9267
Epoch 732/5000
0s - loss: 79.6271 - success_ratio: 0.9470 - r_coeff: 0.9482 - val_loss: 183.2521 - val_success_ratio: 0.9500 - val_r_coeff: 0.9267
Epoch 733/5000
0s - loss: 79.6182 - success_ratio: 0.9419 - r_coeff: 0.9482 - val_loss: 183.1913 - val_success_ratio: 0.9500 - val_r_coeff: 0.9267
Epoch 734/5000
0s - loss: 79.6096 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 183.1639 - val_success_ratio: 0.9500 - val_r_coeff: 0.9267
Epoch 735/5000
0s - loss: 79.6008 - success_ratio: 0.9419 - r_coeff: 0.9482 - val_loss: 183.1021 - val_success_ratio: 0.9500 - val_r_coeff: 0.9267
Epoch 736/5000
0s - loss: 79.5923 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 183.0765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9267
Epoch 737/5000
0s - loss: 79.5837 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 183.0139 - val_success_ratio: 0.9500 - val_r_coeff: 0.9268
Epoch 738/5000
0s - loss: 79.5754 - success_ratio: 0.9419 - r_coeff: 0.9482 - val_loss: 182.9901 - val_success_ratio: 0.9600 - val_r_coeff: 0.9268
Epoch 739/5000
0s - loss: 79.5669 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 182.9263 - val_success_ratio: 0.9500 - val_r_coeff: 0.9268
Epoch 740/5000
0s - loss: 79.5588 - success_ratio: 0.9419 - r_coeff: 0.9482 - val_loss: 182.9044 - val_success_ratio: 0.9600 - val_r_coeff: 0.9268
Epoch 741/5000
0s - loss: 79.5504 - success_ratio: 0.9470 - r_coeff: 0.9482 - val_loss: 182.8397 - val_success_ratio: 0.9500 - val_r_coeff: 0.9268
Epoch 742/5000
0s - loss: 79.5424 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 182.8195 - val_success_ratio: 0.9600 - val_r_coeff: 0.9268
Epoch 743/5000
0s - loss: 79.5342 - success_ratio: 0.9470 - r_coeff: 0.9482 - val_loss: 182.7539 - val_success_ratio: 0.9500 - val_r_coeff: 0.9269
Epoch 744/5000
0s - loss: 79.5263 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 182.7356 - val_success_ratio: 0.9600 - val_r_coeff: 0.9269
Epoch 745/5000
0s - loss: 79.5182 - success_ratio: 0.9470 - r_coeff: 0.9482 - val_loss: 182.6689 - val_success_ratio: 0.9500 - val_r_coeff: 0.9269
Epoch 746/5000
0s - loss: 79.5105 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 182.6524 - val_success_ratio: 0.9600 - val_r_coeff: 0.9269
Epoch 747/5000
0s - loss: 79.5025 - success_ratio: 0.9470 - r_coeff: 0.9482 - val_loss: 182.5848 - val_success_ratio: 0.9500 - val_r_coeff: 0.9269
Epoch 748/5000
0s - loss: 79.4949 - success_ratio: 0.9444 - r_coeff: 0.9482 - val_loss: 182.5701 - val_success_ratio: 0.9600 - val_r_coeff: 0.9269
Epoch 749/5000
0s - loss: 79.4871 - success_ratio: 0.9470 - r_coeff: 0.9482 - val_loss: 182.5014 - val_success_ratio: 0.9500 - val_r_coeff: 0.9270
Epoch 750/5000
0s - loss: 79.4796 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.4885 - val_success_ratio: 0.9600 - val_r_coeff: 0.9270
Epoch 751/5000
0s - loss: 79.4719 - success_ratio: 0.9470 - r_coeff: 0.9483 - val_loss: 182.4190 - val_success_ratio: 0.9500 - val_r_coeff: 0.9270
Epoch 752/5000
0s - loss: 79.4645 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.4079 - val_success_ratio: 0.9600 - val_r_coeff: 0.9270
Epoch 753/5000
0s - loss: 79.4570 - success_ratio: 0.9470 - r_coeff: 0.9483 - val_loss: 182.3373 - val_success_ratio: 0.9500 - val_r_coeff: 0.9270
Epoch 754/5000
0s - loss: 79.4497 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.3279 - val_success_ratio: 0.9600 - val_r_coeff: 0.9270
Epoch 755/5000
0s - loss: 79.4423 - success_ratio: 0.9470 - r_coeff: 0.9483 - val_loss: 182.2564 - val_success_ratio: 0.9600 - val_r_coeff: 0.9271
Epoch 756/5000
0s - loss: 79.4352 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.2489 - val_success_ratio: 0.9600 - val_r_coeff: 0.9271
Epoch 757/5000
0s - loss: 79.4279 - success_ratio: 0.9470 - r_coeff: 0.9483 - val_loss: 182.1764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9271
Epoch 758/5000
0s - loss: 79.4209 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.1706 - val_success_ratio: 0.9600 - val_r_coeff: 0.9271
Epoch 759/5000
0s - loss: 79.4137 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.0972 - val_success_ratio: 0.9600 - val_r_coeff: 0.9271
Epoch 760/5000
0s - loss: 79.4068 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.0932 - val_success_ratio: 0.9600 - val_r_coeff: 0.9271
Epoch 761/5000
0s - loss: 79.3997 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.0186 - val_success_ratio: 0.9600 - val_r_coeff: 0.9272
Epoch 762/5000
0s - loss: 79.3929 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 182.0165 - val_success_ratio: 0.9700 - val_r_coeff: 0.9272
Epoch 763/5000
0s - loss: 79.3860 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 181.9410 - val_success_ratio: 0.9600 - val_r_coeff: 0.9272
Epoch 764/5000
0s - loss: 79.3793 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 181.9406 - val_success_ratio: 0.9700 - val_r_coeff: 0.9272
Epoch 765/5000
0s - loss: 79.3725 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 181.8642 - val_success_ratio: 0.9600 - val_r_coeff: 0.9272
Epoch 766/5000
0s - loss: 79.3659 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 181.8655 - val_success_ratio: 0.9700 - val_r_coeff: 0.9272
Epoch 767/5000
0s - loss: 79.3592 - success_ratio: 0.9419 - r_coeff: 0.9483 - val_loss: 181.7881 - val_success_ratio: 0.9600 - val_r_coeff: 0.9273
Epoch 768/5000
0s - loss: 79.3528 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 181.7911 - val_success_ratio: 0.9700 - val_r_coeff: 0.9273
Epoch 769/5000
0s - loss: 79.3462 - success_ratio: 0.9419 - r_coeff: 0.9483 - val_loss: 181.7128 - val_success_ratio: 0.9600 - val_r_coeff: 0.9273
Epoch 770/5000
0s - loss: 79.3399 - success_ratio: 0.9444 - r_coeff: 0.9483 - val_loss: 181.7176 - val_success_ratio: 0.9700 - val_r_coeff: 0.9273
Epoch 771/5000
0s - loss: 79.3334 - success_ratio: 0.9419 - r_coeff: 0.9483 - val_loss: 181.6384 - val_success_ratio: 0.9600 - val_r_coeff: 0.9273
Epoch 772/5000
0s - loss: 79.3271 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.6448 - val_success_ratio: 0.9700 - val_r_coeff: 0.9273
Epoch 773/5000
0s - loss: 79.3207 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9273
Epoch 774/5000
0s - loss: 79.3146 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.5728 - val_success_ratio: 0.9700 - val_r_coeff: 0.9273
Epoch 775/5000
0s - loss: 79.3083 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.4917 - val_success_ratio: 0.9600 - val_r_coeff: 0.9274
Epoch 776/5000
0s - loss: 79.3023 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.5014 - val_success_ratio: 0.9700 - val_r_coeff: 0.9274
Epoch 777/5000
0s - loss: 79.2962 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.4195 - val_success_ratio: 0.9700 - val_r_coeff: 0.9274
Epoch 778/5000
0s - loss: 79.2902 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.4310 - val_success_ratio: 0.9700 - val_r_coeff: 0.9274
Epoch 779/5000
0s - loss: 79.2841 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.3481 - val_success_ratio: 0.9700 - val_r_coeff: 0.9274
Epoch 780/5000
0s - loss: 79.2784 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.3612 - val_success_ratio: 0.9700 - val_r_coeff: 0.9274
Epoch 781/5000
0s - loss: 79.2724 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.2774 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 782/5000
0s - loss: 79.2667 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.2922 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 783/5000
0s - loss: 79.2608 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.2074 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 784/5000
0s - loss: 79.2552 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.2238 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 785/5000
0s - loss: 79.2494 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.1382 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 786/5000
0s - loss: 79.2439 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.1564 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 787/5000
0s - loss: 79.2382 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.0697 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 788/5000
0s - loss: 79.2327 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.0894 - val_success_ratio: 0.9700 - val_r_coeff: 0.9275
Epoch 789/5000
0s - loss: 79.2272 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 181.0020 - val_success_ratio: 0.9700 - val_r_coeff: 0.9276
Epoch 790/5000
0s - loss: 79.2218 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 181.0233 - val_success_ratio: 0.9700 - val_r_coeff: 0.9276
Epoch 791/5000
0s - loss: 79.2163 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 180.9349 - val_success_ratio: 0.9700 - val_r_coeff: 0.9276
Epoch 792/5000
0s - loss: 79.2111 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 180.9578 - val_success_ratio: 0.9700 - val_r_coeff: 0.9276
Epoch 793/5000
0s - loss: 79.2057 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 180.8686 - val_success_ratio: 0.9700 - val_r_coeff: 0.9276
Epoch 794/5000
0s - loss: 79.2005 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 180.8931 - val_success_ratio: 0.9700 - val_r_coeff: 0.9276
Epoch 795/5000
0s - loss: 79.1952 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 180.8030 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 796/5000
0s - loss: 79.1902 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 180.8291 - val_success_ratio: 0.9700 - val_r_coeff: 0.9276
Epoch 797/5000
0s - loss: 79.1849 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 180.7381 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 798/5000
0s - loss: 79.1799 - success_ratio: 0.9444 - r_coeff: 0.9484 - val_loss: 180.7658 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 799/5000
0s - loss: 79.1748 - success_ratio: 0.9419 - r_coeff: 0.9484 - val_loss: 180.6738 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 800/5000
0s - loss: 79.1699 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.7030 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 801/5000
0s - loss: 79.1648 - success_ratio: 0.9419 - r_coeff: 0.9485 - val_loss: 180.6103 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 802/5000
0s - loss: 79.1600 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.6411 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 803/5000
0s - loss: 79.1551 - success_ratio: 0.9419 - r_coeff: 0.9485 - val_loss: 180.5474 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 804/5000
0s - loss: 79.1503 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.5797 - val_success_ratio: 0.9700 - val_r_coeff: 0.9277
Epoch 805/5000
0s - loss: 79.1455 - success_ratio: 0.9419 - r_coeff: 0.9485 - val_loss: 180.4851 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 806/5000
0s - loss: 79.1408 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.5190 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 807/5000
0s - loss: 79.1360 - success_ratio: 0.9419 - r_coeff: 0.9485 - val_loss: 180.4236 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 808/5000
0s - loss: 79.1315 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.4590 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 809/5000
0s - loss: 79.1267 - success_ratio: 0.9419 - r_coeff: 0.9485 - val_loss: 180.3628 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 810/5000
0s - loss: 79.1222 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.3997 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 811/5000
0s - loss: 79.1176 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.3025 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 812/5000
0s - loss: 79.1132 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.3410 - val_success_ratio: 0.9700 - val_r_coeff: 0.9278
Epoch 813/5000
0s - loss: 79.1086 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.2430 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 814/5000
0s - loss: 79.1043 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.2829 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 815/5000
0s - loss: 79.0998 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.1841 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 816/5000
0s - loss: 79.0955 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.2254 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 817/5000
0s - loss: 79.0911 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.1258 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 818/5000
0s - loss: 79.0869 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.1686 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 819/5000
0s - loss: 79.0826 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.0681 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 820/5000
0s - loss: 79.0785 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.1124 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 821/5000
0s - loss: 79.0742 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.0110 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 822/5000
0s - loss: 79.0701 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.0568 - val_success_ratio: 0.9700 - val_r_coeff: 0.9279
Epoch 823/5000
0s - loss: 79.0659 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.9547 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 824/5000
0s - loss: 79.0620 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 180.0018 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 825/5000
0s - loss: 79.0578 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.8988 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 826/5000
0s - loss: 79.0539 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.9474 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 827/5000
0s - loss: 79.0499 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.8436 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 828/5000
0s - loss: 79.0460 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.8936 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 829/5000
0s - loss: 79.0421 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.7890 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 830/5000
0s - loss: 79.0383 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.8404 - val_success_ratio: 0.9700 - val_r_coeff: 0.9280
Epoch 831/5000
0s - loss: 79.0344 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.7350 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 832/5000
0s - loss: 79.0307 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.7877 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 833/5000
0s - loss: 79.0268 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.6815 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 834/5000
0s - loss: 79.0232 - success_ratio: 0.9444 - r_coeff: 0.9485 - val_loss: 179.7357 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 835/5000
0s - loss: 79.0194 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.6287 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 836/5000
0s - loss: 79.0158 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.6842 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 837/5000
0s - loss: 79.0121 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.5764 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 838/5000
0s - loss: 79.0086 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.6333 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 839/5000
0s - loss: 79.0049 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.5247 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 840/5000
0s - loss: 79.0014 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.5829 - val_success_ratio: 0.9700 - val_r_coeff: 0.9281
Epoch 841/5000
0s - loss: 78.9978 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.4734 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 842/5000
0s - loss: 78.9944 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.5331 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 843/5000
0s - loss: 78.9909 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.4229 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 844/5000
0s - loss: 78.9875 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.4838 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 845/5000
0s - loss: 78.9840 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.3728 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 846/5000
0s - loss: 78.9808 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.4350 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 847/5000
0s - loss: 78.9773 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.3233 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 848/5000
0s - loss: 78.9741 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.3869 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 849/5000
0s - loss: 78.9708 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.2744 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 850/5000
0s - loss: 78.9676 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.3392 - val_success_ratio: 0.9700 - val_r_coeff: 0.9282
Epoch 851/5000
0s - loss: 78.9643 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.2259 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 852/5000
0s - loss: 78.9612 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.2920 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 853/5000
0s - loss: 78.9579 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.1780 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 854/5000
0s - loss: 78.9549 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.2453 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 855/5000
0s - loss: 78.9517 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.1306 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 856/5000
0s - loss: 78.9487 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.1992 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 857/5000
0s - loss: 78.9455 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.0836 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 858/5000
0s - loss: 78.9426 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.1535 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 859/5000
0s - loss: 78.9395 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.0373 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 860/5000
0s - loss: 78.9366 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.1084 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 861/5000
0s - loss: 78.9335 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.9913 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 862/5000
0s - loss: 78.9307 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.0637 - val_success_ratio: 0.9700 - val_r_coeff: 0.9283
Epoch 863/5000
0s - loss: 78.9277 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.9461 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 864/5000
0s - loss: 78.9249 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 179.0195 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 865/5000
0s - loss: 78.9220 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.9011 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 866/5000
0s - loss: 78.9192 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.9759 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 867/5000
0s - loss: 78.9163 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.8567 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 868/5000
0s - loss: 78.9137 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.9327 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 869/5000
0s - loss: 78.9108 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.8128 - val_success_ratio: 0.9600 - val_r_coeff: 0.9284
Epoch 870/5000
0s - loss: 78.9082 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.8899 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 871/5000
0s - loss: 78.9053 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.7693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 872/5000
0s - loss: 78.9028 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.8476 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 873/5000
0s - loss: 78.9000 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.7264 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 874/5000
0s - loss: 78.8975 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.8058 - val_success_ratio: 0.9700 - val_r_coeff: 0.9284
Epoch 875/5000
0s - loss: 78.8947 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.6838 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 876/5000
0s - loss: 78.8923 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.7645 - val_success_ratio: 0.9700 - val_r_coeff: 0.9285
Epoch 877/5000
0s - loss: 78.8896 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.6417 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 878/5000
0s - loss: 78.8871 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.7236 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 879/5000
0s - loss: 78.8845 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.6002 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 880/5000
0s - loss: 78.8821 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.6831 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 881/5000
0s - loss: 78.8795 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.5590 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 882/5000
0s - loss: 78.8771 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.6431 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 883/5000
0s - loss: 78.8746 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.5183 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 884/5000
0s - loss: 78.8723 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.6036 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 885/5000
0s - loss: 78.8698 - success_ratio: 0.9444 - r_coeff: 0.9486 - val_loss: 178.4780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 886/5000
0s - loss: 78.8675 - success_ratio: 0.9419 - r_coeff: 0.9486 - val_loss: 178.5643 - val_success_ratio: 0.9600 - val_r_coeff: 0.9285
Epoch 887/5000
0s - loss: 78.8651 - success_ratio: 0.9444 - r_coeff: 0.9487 - val_loss: 178.4382 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 888/5000
0s - loss: 78.8628 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.5256 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 889/5000
0s - loss: 78.8604 - success_ratio: 0.9444 - r_coeff: 0.9487 - val_loss: 178.3988 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 890/5000
0s - loss: 78.8582 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.4874 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 891/5000
0s - loss: 78.8558 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.3598 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 892/5000
0s - loss: 78.8537 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.4494 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 893/5000
0s - loss: 78.8513 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.3213 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 894/5000
0s - loss: 78.8492 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.4119 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 895/5000
0s - loss: 78.8469 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.2831 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 896/5000
0s - loss: 78.8448 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.3748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 897/5000
0s - loss: 78.8426 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.2453 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 898/5000
0s - loss: 78.8406 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.3381 - val_success_ratio: 0.9600 - val_r_coeff: 0.9286
Epoch 899/5000
0s - loss: 78.8383 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.2081 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 900/5000
0s - loss: 78.8363 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.3018 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 901/5000
0s - loss: 78.8341 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.1711 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 902/5000
0s - loss: 78.8322 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.2660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 903/5000
0s - loss: 78.8300 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.1345 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 904/5000
0s - loss: 78.8281 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.2305 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 905/5000
0s - loss: 78.8260 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 178.0984 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 906/5000
0s - loss: 78.8241 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.1953 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 907/5000
0s - loss: 78.8220 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 178.0626 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 908/5000
0s - loss: 78.8201 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.1606 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 909/5000
0s - loss: 78.8181 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 178.0273 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 910/5000
0s - loss: 78.8163 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.1262 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 911/5000
0s - loss: 78.8143 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.9923 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 912/5000
0s - loss: 78.8125 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.0922 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 913/5000
0s - loss: 78.8105 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.9576 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 914/5000
0s - loss: 78.8087 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.0586 - val_success_ratio: 0.9600 - val_r_coeff: 0.9287
Epoch 915/5000
0s - loss: 78.8068 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.9234 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 916/5000
0s - loss: 78.8051 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 178.0254 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 917/5000
0s - loss: 78.8031 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.8896 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 918/5000
0s - loss: 78.8014 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 177.9924 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 919/5000
0s - loss: 78.7996 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.8560 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 920/5000
0s - loss: 78.7979 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 177.9599 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 921/5000
0s - loss: 78.7961 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.8228 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 922/5000
0s - loss: 78.7944 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 177.9277 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 923/5000
0s - loss: 78.7926 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.7900 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 924/5000
0s - loss: 78.7910 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 177.8958 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 925/5000
0s - loss: 78.7892 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.7575 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 926/5000
0s - loss: 78.7876 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 177.8643 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 927/5000
0s - loss: 78.7859 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.7255 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 928/5000
0s - loss: 78.7843 - success_ratio: 0.9419 - r_coeff: 0.9487 - val_loss: 177.8331 - val_success_ratio: 0.9600 - val_r_coeff: 0.9288
Epoch 929/5000
0s - loss: 78.7826 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.6937 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 930/5000
0s - loss: 78.7811 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.8022 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 931/5000
0s - loss: 78.7794 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.6622 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 932/5000
0s - loss: 78.7779 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 933/5000
0s - loss: 78.7762 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.6312 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 934/5000
0s - loss: 78.7748 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.7415 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 935/5000
0s - loss: 78.7731 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.6004 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 936/5000
0s - loss: 78.7717 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.7116 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 937/5000
0s - loss: 78.7701 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 938/5000
0s - loss: 78.7687 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.6821 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 939/5000
0s - loss: 78.7671 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.5399 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 940/5000
0s - loss: 78.7657 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.6529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 941/5000
0s - loss: 78.7641 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.5100 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 942/5000
0s - loss: 78.7628 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.6240 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 943/5000
0s - loss: 78.7612 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.4805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 944/5000
0s - loss: 78.7599 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.5954 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 945/5000
0s - loss: 78.7584 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.4514 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 946/5000
0s - loss: 78.7571 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9289
Epoch 947/5000
0s - loss: 78.7556 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.4225 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 948/5000
0s - loss: 78.7543 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.5390 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 949/5000
0s - loss: 78.7529 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.3939 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 950/5000
0s - loss: 78.7516 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.5113 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 951/5000
0s - loss: 78.7502 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.3657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 952/5000
0s - loss: 78.7489 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.4839 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 953/5000
0s - loss: 78.7475 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.3377 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 954/5000
0s - loss: 78.7463 - success_ratio: 0.9369 - r_coeff: 0.9487 - val_loss: 177.4568 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 955/5000
0s - loss: 78.7449 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.3101 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 956/5000
0s - loss: 78.7437 - success_ratio: 0.9369 - r_coeff: 0.9487 - val_loss: 177.4299 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 957/5000
0s - loss: 78.7424 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.2827 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 958/5000
0s - loss: 78.7412 - success_ratio: 0.9369 - r_coeff: 0.9487 - val_loss: 177.4034 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 959/5000
0s - loss: 78.7399 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.2557 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 960/5000
0s - loss: 78.7387 - success_ratio: 0.9369 - r_coeff: 0.9487 - val_loss: 177.3771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 961/5000
0s - loss: 78.7374 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.2289 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 962/5000
0s - loss: 78.7363 - success_ratio: 0.9369 - r_coeff: 0.9487 - val_loss: 177.3511 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 963/5000
0s - loss: 78.7350 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.2023 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 964/5000
0s - loss: 78.7338 - success_ratio: 0.9369 - r_coeff: 0.9487 - val_loss: 177.3254 - val_success_ratio: 0.9600 - val_r_coeff: 0.9290
Epoch 965/5000
0s - loss: 78.7326 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.1761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 966/5000
0s - loss: 78.7315 - success_ratio: 0.9369 - r_coeff: 0.9487 - val_loss: 177.3000 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 967/5000
0s - loss: 78.7302 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.1502 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 968/5000
0s - loss: 78.7292 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.2748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 969/5000
0s - loss: 78.7279 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.1245 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 970/5000
0s - loss: 78.7269 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.2498 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 971/5000
0s - loss: 78.7257 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.0990 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 972/5000
0s - loss: 78.7247 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.2252 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 973/5000
0s - loss: 78.7235 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.0739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 974/5000
0s - loss: 78.7225 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.2009 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 975/5000
0s - loss: 78.7213 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.0490 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 976/5000
0s - loss: 78.7203 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.1767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 977/5000
0s - loss: 78.7191 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.0244 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 978/5000
0s - loss: 78.7182 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.1529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 979/5000
0s - loss: 78.7170 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 177.0000 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 980/5000
0s - loss: 78.7161 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.1292 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 981/5000
0s - loss: 78.7150 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 176.9759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 982/5000
0s - loss: 78.7141 - success_ratio: 0.9343 - r_coeff: 0.9487 - val_loss: 177.1059 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 983/5000
0s - loss: 78.7130 - success_ratio: 0.9394 - r_coeff: 0.9487 - val_loss: 176.9520 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 984/5000
0s - loss: 78.7120 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 177.0827 - val_success_ratio: 0.9600 - val_r_coeff: 0.9291
Epoch 985/5000
0s - loss: 78.7110 - success_ratio: 0.9394 - r_coeff: 0.9488 - val_loss: 176.9284 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 986/5000
0s - loss: 78.7101 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 177.0598 - val_success_ratio: 0.9500 - val_r_coeff: 0.9291
Epoch 987/5000
0s - loss: 78.7090 - success_ratio: 0.9394 - r_coeff: 0.9488 - val_loss: 176.9051 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 988/5000
0s - loss: 78.7081 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 177.0372 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 989/5000
0s - loss: 78.7071 - success_ratio: 0.9394 - r_coeff: 0.9488 - val_loss: 176.8819 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 990/5000
0s - loss: 78.7062 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 177.0147 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 991/5000
0s - loss: 78.7052 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.8590 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 992/5000
0s - loss: 78.7044 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.9926 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 993/5000
0s - loss: 78.7033 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.8364 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 994/5000
0s - loss: 78.7025 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.9706 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 995/5000
0s - loss: 78.7015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.8140 - val_success_ratio: 0.9600 - val_r_coeff: 0.9292
Epoch 996/5000
0s - loss: 78.7007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.9488 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 997/5000
0s - loss: 78.6997 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.7918 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 998/5000
0s - loss: 78.6990 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.9274 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 999/5000
0s - loss: 78.6980 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.7698 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1000/5000
0s - loss: 78.6972 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.9062 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 1001/5000
0s - loss: 78.6962 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.7482 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1002/5000
0s - loss: 78.6955 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.8851 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 1003/5000
0s - loss: 78.6945 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.7266 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1004/5000
0s - loss: 78.6938 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.8643 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 1005/5000
0s - loss: 78.6929 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.7054 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1006/5000
0s - loss: 78.6921 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.8437 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 1007/5000
0s - loss: 78.6912 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.6843 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1008/5000
0s - loss: 78.6905 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.8233 - val_success_ratio: 0.9500 - val_r_coeff: 0.9292
Epoch 1009/5000
0s - loss: 78.6896 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.6635 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1010/5000
0s - loss: 78.6889 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.8031 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1011/5000
0s - loss: 78.6881 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.6429 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1012/5000
0s - loss: 78.6874 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.7831 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1013/5000
0s - loss: 78.6865 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.6225 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1014/5000
0s - loss: 78.6858 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.7633 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1015/5000
0s - loss: 78.6850 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.6023 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1016/5000
0s - loss: 78.6843 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.7438 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1017/5000
0s - loss: 78.6835 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.5823 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1018/5000
0s - loss: 78.6828 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.7244 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1019/5000
0s - loss: 78.6820 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.5625 - val_success_ratio: 0.9600 - val_r_coeff: 0.9293
Epoch 1020/5000
0s - loss: 78.6814 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.7052 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1021/5000
0s - loss: 78.6805 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.5430 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1022/5000
0s - loss: 78.6799 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.6863 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1023/5000
0s - loss: 78.6792 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.5237 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1024/5000
0s - loss: 78.6785 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.6676 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1025/5000
0s - loss: 78.6778 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.5044 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1026/5000
0s - loss: 78.6772 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.6490 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1027/5000
0s - loss: 78.6764 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.4854 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1028/5000
0s - loss: 78.6758 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.6306 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1029/5000
0s - loss: 78.6750 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.4666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1030/5000
0s - loss: 78.6744 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.6124 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1031/5000
0s - loss: 78.6737 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.4480 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1032/5000
0s - loss: 78.6731 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.5944 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1033/5000
0s - loss: 78.6724 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.4296 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1034/5000
0s - loss: 78.6719 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.5765 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1035/5000
0s - loss: 78.6711 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.4114 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1036/5000
0s - loss: 78.6706 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.5590 - val_success_ratio: 0.9500 - val_r_coeff: 0.9293
Epoch 1037/5000
0s - loss: 78.6699 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.3935 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1038/5000
0s - loss: 78.6694 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.5415 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1039/5000
0s - loss: 78.6687 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.3756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1040/5000
0s - loss: 78.6681 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.5243 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1041/5000
0s - loss: 78.6674 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.3580 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1042/5000
0s - loss: 78.6669 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.5071 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1043/5000
0s - loss: 78.6663 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.3405 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1044/5000
0s - loss: 78.6658 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.4902 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1045/5000
0s - loss: 78.6651 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.3232 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1046/5000
0s - loss: 78.6646 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.4736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1047/5000
0s - loss: 78.6639 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.3060 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1048/5000
0s - loss: 78.6635 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.4568 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1049/5000
0s - loss: 78.6628 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.2891 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1050/5000
0s - loss: 78.6624 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.4406 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1051/5000
0s - loss: 78.6617 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.2724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1052/5000
0s - loss: 78.6613 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.4243 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1053/5000
0s - loss: 78.6607 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.2557 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1054/5000
0s - loss: 78.6602 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.4081 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1055/5000
0s - loss: 78.6596 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.2393 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1056/5000
0s - loss: 78.6592 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.3923 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1057/5000
0s - loss: 78.6585 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.2231 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1058/5000
0s - loss: 78.6581 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.3765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1059/5000
0s - loss: 78.6575 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.2070 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1060/5000
0s - loss: 78.6571 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.3610 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1061/5000
0s - loss: 78.6565 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.1910 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1062/5000
0s - loss: 78.6561 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.3454 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1063/5000
0s - loss: 78.6555 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.1752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1064/5000
0s - loss: 78.6551 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.3303 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1065/5000
0s - loss: 78.6545 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 176.1596 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1066/5000
0s - loss: 78.6542 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.3151 - val_success_ratio: 0.9600 - val_r_coeff: 0.9294
Epoch 1067/5000
0s - loss: 78.6536 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.1441 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1068/5000
0s - loss: 78.6532 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.3002 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1069/5000
0s - loss: 78.6526 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.1289 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1070/5000
0s - loss: 78.6523 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.2854 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1071/5000
0s - loss: 78.6517 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.1136 - val_success_ratio: 0.9700 - val_r_coeff: 0.9295
Epoch 1072/5000
0s - loss: 78.6514 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.2707 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1073/5000
0s - loss: 78.6508 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0987 - val_success_ratio: 0.9700 - val_r_coeff: 0.9295
Epoch 1074/5000
0s - loss: 78.6505 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.2563 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1075/5000
0s - loss: 78.6499 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0838 - val_success_ratio: 0.9700 - val_r_coeff: 0.9295
Epoch 1076/5000
0s - loss: 78.6496 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.2419 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1077/5000
0s - loss: 78.6491 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0692 - val_success_ratio: 0.9700 - val_r_coeff: 0.9295
Epoch 1078/5000
0s - loss: 78.6487 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.2277 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1079/5000
0s - loss: 78.6482 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0547 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1080/5000
0s - loss: 78.6479 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.2136 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1081/5000
0s - loss: 78.6473 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0403 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1082/5000
0s - loss: 78.6470 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1996 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1083/5000
0s - loss: 78.6465 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0260 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1084/5000
0s - loss: 78.6462 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1859 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1085/5000
0s - loss: 78.6457 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0119 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1086/5000
0s - loss: 78.6454 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1087/5000
0s - loss: 78.6449 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9979 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1088/5000
0s - loss: 78.6446 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1588 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1089/5000
0s - loss: 78.6441 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9841 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1090/5000
0s - loss: 78.6438 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1454 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1091/5000
0s - loss: 78.6434 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9704 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1092/5000
0s - loss: 78.6431 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1321 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1093/5000
0s - loss: 78.6426 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9568 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1094/5000
0s - loss: 78.6423 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1190 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1095/5000
0s - loss: 78.6419 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9434 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1096/5000
0s - loss: 78.6416 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.1061 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1097/5000
0s - loss: 78.6411 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9302 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1098/5000
0s - loss: 78.6409 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.0932 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1099/5000
0s - loss: 78.6404 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9171 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1100/5000
0s - loss: 78.6402 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.0805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1101/5000
0s - loss: 78.6397 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9039 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1102/5000
0s - loss: 78.6395 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 176.0679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9295
Epoch 1103/5000
0s - loss: 78.6390 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8911 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1104/5000
0s - loss: 78.6388 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0555 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1105/5000
0s - loss: 78.6384 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8784 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1106/5000
0s - loss: 78.6381 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0432 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1107/5000
0s - loss: 78.6377 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8657 - val_success_ratio: 0.9700 - val_r_coeff: 0.9296
Epoch 1108/5000
0s - loss: 78.6375 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0309 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1109/5000
0s - loss: 78.6370 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8532 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1110/5000
0s - loss: 78.6368 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0188 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1111/5000
0s - loss: 78.6364 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8409 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1112/5000
0s - loss: 78.6362 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 176.0068 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1113/5000
0s - loss: 78.6358 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8286 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1114/5000
0s - loss: 78.6355 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9951 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1115/5000
0s - loss: 78.6351 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8165 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1116/5000
0s - loss: 78.6349 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9833 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1117/5000
0s - loss: 78.6345 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.8045 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1118/5000
0s - loss: 78.6343 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1119/5000
0s - loss: 78.6339 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7926 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1120/5000
0s - loss: 78.6337 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9602 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1121/5000
0s - loss: 78.6334 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7808 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1122/5000
0s - loss: 78.6332 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9489 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1123/5000
0s - loss: 78.6328 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1124/5000
0s - loss: 78.6326 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9376 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1125/5000
0s - loss: 78.6322 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7576 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1126/5000
0s - loss: 78.6320 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9265 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1127/5000
0s - loss: 78.6317 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7462 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1128/5000
0s - loss: 78.6315 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9154 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1129/5000
0s - loss: 78.6311 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7349 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1130/5000
0s - loss: 78.6309 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.9044 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1131/5000
0s - loss: 78.6306 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7236 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1132/5000
0s - loss: 78.6304 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8937 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1133/5000
0s - loss: 78.6300 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7127 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1134/5000
0s - loss: 78.6299 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8829 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1135/5000
0s - loss: 78.6295 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.7016 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1136/5000
0s - loss: 78.6294 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1137/5000
0s - loss: 78.6290 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6908 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1138/5000
0s - loss: 78.6288 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8618 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1139/5000
0s - loss: 78.6285 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6800 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1140/5000
0s - loss: 78.6284 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8514 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1141/5000
0s - loss: 78.6280 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6694 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1142/5000
0s - loss: 78.6279 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8410 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1143/5000
0s - loss: 78.6275 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6588 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1144/5000
0s - loss: 78.6274 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8310 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1145/5000
0s - loss: 78.6271 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6484 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1146/5000
0s - loss: 78.6270 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8208 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1147/5000
0s - loss: 78.6266 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6380 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1148/5000
0s - loss: 78.6265 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8109 - val_success_ratio: 0.9600 - val_r_coeff: 0.9296
Epoch 1149/5000
0s - loss: 78.6262 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6278 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1150/5000
0s - loss: 78.6260 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.8010 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1151/5000
0s - loss: 78.6257 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6177 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1152/5000
0s - loss: 78.6256 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7912 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1153/5000
0s - loss: 78.6253 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.6077 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1154/5000
0s - loss: 78.6252 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7816 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1155/5000
0s - loss: 78.6249 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5977 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1156/5000
0s - loss: 78.6247 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1157/5000
0s - loss: 78.6244 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5880 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1158/5000
0s - loss: 78.6243 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7624 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1159/5000
0s - loss: 78.6240 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1160/5000
0s - loss: 78.6239 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1161/5000
0s - loss: 78.6236 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1162/5000
0s - loss: 78.6235 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7436 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1163/5000
0s - loss: 78.6232 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5590 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1164/5000
0s - loss: 78.6231 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7344 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1165/5000
0s - loss: 78.6228 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5495 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1166/5000
0s - loss: 78.6227 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7252 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1167/5000
0s - loss: 78.6224 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5402 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1168/5000
0s - loss: 78.6223 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7163 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1169/5000
0s - loss: 78.6220 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5309 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1170/5000
0s - loss: 78.6219 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.7073 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1171/5000
0s - loss: 78.6217 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5217 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1172/5000
0s - loss: 78.6216 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6985 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1173/5000
0s - loss: 78.6213 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5126 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1174/5000
0s - loss: 78.6212 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6897 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1175/5000
0s - loss: 78.6209 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.5037 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1176/5000
0s - loss: 78.6209 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6810 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1177/5000
0s - loss: 78.6206 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4947 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1178/5000
0s - loss: 78.6205 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1179/5000
0s - loss: 78.6202 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4859 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1180/5000
0s - loss: 78.6202 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6638 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1181/5000
0s - loss: 78.6199 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1182/5000
0s - loss: 78.6198 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6554 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1183/5000
0s - loss: 78.6196 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1184/5000
0s - loss: 78.6195 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6470 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1185/5000
0s - loss: 78.6192 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4599 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1186/5000
0s - loss: 78.6192 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6388 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1187/5000
0s - loss: 78.6189 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4515 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1188/5000
0s - loss: 78.6189 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6306 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1189/5000
0s - loss: 78.6186 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4431 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1190/5000
0s - loss: 78.6185 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6224 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1191/5000
0s - loss: 78.6183 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4347 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1192/5000
0s - loss: 78.6182 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6144 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1193/5000
0s - loss: 78.6180 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4264 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1194/5000
0s - loss: 78.6179 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.6065 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1195/5000
0s - loss: 78.6177 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4183 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1196/5000
0s - loss: 78.6176 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5986 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1197/5000
0s - loss: 78.6174 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4103 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1198/5000
0s - loss: 78.6173 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5908 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1199/5000
0s - loss: 78.6171 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.4022 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1200/5000
0s - loss: 78.6170 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5831 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1201/5000
0s - loss: 78.6168 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3944 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1202/5000
0s - loss: 78.6168 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1203/5000
0s - loss: 78.6165 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3865 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1204/5000
0s - loss: 78.6165 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1205/5000
0s - loss: 78.6163 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3787 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1206/5000
0s - loss: 78.6162 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5604 - val_success_ratio: 0.9600 - val_r_coeff: 0.9297
Epoch 1207/5000
0s - loss: 78.6160 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3710 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1208/5000
0s - loss: 78.6160 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1209/5000
0s - loss: 78.6157 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3634 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1210/5000
0s - loss: 78.6157 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5456 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1211/5000
0s - loss: 78.6155 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3559 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1212/5000
0s - loss: 78.6154 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5384 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1213/5000
0s - loss: 78.6152 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3484 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1214/5000
0s - loss: 78.6152 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5311 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1215/5000
0s - loss: 78.6150 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3411 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1216/5000
0s - loss: 78.6149 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5239 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1217/5000
0s - loss: 78.6147 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3338 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1218/5000
0s - loss: 78.6147 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5168 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1219/5000
0s - loss: 78.6145 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3265 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1220/5000
0s - loss: 78.6144 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5100 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1221/5000
0s - loss: 78.6142 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3194 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1222/5000
0s - loss: 78.6142 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.5030 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1223/5000
0s - loss: 78.6140 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3122 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1224/5000
0s - loss: 78.6140 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4960 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1225/5000
0s - loss: 78.6138 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.3052 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1226/5000
0s - loss: 78.6138 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4893 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1227/5000
0s - loss: 78.6136 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2982 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1228/5000
0s - loss: 78.6135 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4825 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1229/5000
0s - loss: 78.6133 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2912 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1230/5000
0s - loss: 78.6133 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1231/5000
0s - loss: 78.6131 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2844 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1232/5000
0s - loss: 78.6131 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1233/5000
0s - loss: 78.6129 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1234/5000
0s - loss: 78.6129 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4627 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1235/5000
0s - loss: 78.6127 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2710 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1236/5000
0s - loss: 78.6127 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4563 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1237/5000
0s - loss: 78.6125 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2644 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1238/5000
0s - loss: 78.6125 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4498 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1239/5000
0s - loss: 78.6123 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2577 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1240/5000
0s - loss: 78.6123 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4436 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1241/5000
0s - loss: 78.6121 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2513 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1242/5000
0s - loss: 78.6121 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4373 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1243/5000
0s - loss: 78.6119 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2447 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1244/5000
0s - loss: 78.6119 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4310 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1245/5000
0s - loss: 78.6117 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2384 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1246/5000
0s - loss: 78.6117 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4248 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1247/5000
0s - loss: 78.6115 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2321 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1248/5000
0s - loss: 78.6115 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4187 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1249/5000
0s - loss: 78.6114 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2258 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1250/5000
0s - loss: 78.6114 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4126 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1251/5000
0s - loss: 78.6112 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2196 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1252/5000
0s - loss: 78.6111 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4067 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1253/5000
0s - loss: 78.6110 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2135 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1254/5000
0s - loss: 78.6110 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.4008 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1255/5000
0s - loss: 78.6108 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2074 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1256/5000
0s - loss: 78.6108 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3949 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1257/5000
0s - loss: 78.6106 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.2013 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1258/5000
0s - loss: 78.6106 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3891 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1259/5000
0s - loss: 78.6105 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.1953 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1260/5000
0s - loss: 78.6105 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3833 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1261/5000
0s - loss: 78.6103 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 175.1894 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1262/5000
0s - loss: 78.6103 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1263/5000
0s - loss: 78.6101 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1835 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1264/5000
0s - loss: 78.6102 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1265/5000
0s - loss: 78.6100 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1266/5000
0s - loss: 78.6100 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1267/5000
0s - loss: 78.6098 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1268/5000
0s - loss: 78.6098 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3608 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1269/5000
0s - loss: 78.6097 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1270/5000
0s - loss: 78.6097 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3553 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1271/5000
0s - loss: 78.6095 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1607 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1272/5000
0s - loss: 78.6096 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3499 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1273/5000
0s - loss: 78.6094 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1552 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1274/5000
0s - loss: 78.6094 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3445 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1275/5000
0s - loss: 78.6092 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1496 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1276/5000
0s - loss: 78.6092 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3392 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1277/5000
0s - loss: 78.6091 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1442 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1278/5000
0s - loss: 78.6091 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3338 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1279/5000
0s - loss: 78.6089 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1388 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1280/5000
0s - loss: 78.6090 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3287 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1281/5000
0s - loss: 78.6088 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1334 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1282/5000
0s - loss: 78.6088 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3235 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1283/5000
0s - loss: 78.6087 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1281 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1284/5000
0s - loss: 78.6087 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3183 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1285/5000
0s - loss: 78.6085 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1228 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1286/5000
0s - loss: 78.6086 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3133 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1287/5000
0s - loss: 78.6084 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1176 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1288/5000
0s - loss: 78.6084 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3082 - val_success_ratio: 0.9600 - val_r_coeff: 0.9298
Epoch 1289/5000
0s - loss: 78.6083 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1124 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1290/5000
0s - loss: 78.6083 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.3032 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1291/5000
0s - loss: 78.6081 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1072 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1292/5000
0s - loss: 78.6082 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2983 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1293/5000
0s - loss: 78.6080 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.1022 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1294/5000
0s - loss: 78.6081 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2934 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1295/5000
0s - loss: 78.6079 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0972 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1296/5000
0s - loss: 78.6079 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2885 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1297/5000
0s - loss: 78.6078 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0922 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1298/5000
0s - loss: 78.6078 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2838 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1299/5000
0s - loss: 78.6077 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0873 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1300/5000
0s - loss: 78.6077 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1301/5000
0s - loss: 78.6076 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0825 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1302/5000
0s - loss: 78.6076 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1303/5000
0s - loss: 78.6075 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1304/5000
0s - loss: 78.6075 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1305/5000
0s - loss: 78.6073 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1306/5000
0s - loss: 78.6074 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1307/5000
0s - loss: 78.6072 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1308/5000
0s - loss: 78.6073 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2605 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1309/5000
0s - loss: 78.6071 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0634 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1310/5000
0s - loss: 78.6072 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2561 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1311/5000
0s - loss: 78.6070 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0587 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1312/5000
0s - loss: 78.6071 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2515 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1313/5000
0s - loss: 78.6069 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0542 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1314/5000
0s - loss: 78.6070 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2470 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1315/5000
0s - loss: 78.6068 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0496 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1316/5000
0s - loss: 78.6068 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2427 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1317/5000
0s - loss: 78.6067 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0451 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1318/5000
0s - loss: 78.6068 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2383 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1319/5000
0s - loss: 78.6066 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0406 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1320/5000
0s - loss: 78.6067 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2339 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1321/5000
0s - loss: 78.6065 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0361 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1322/5000
0s - loss: 78.6066 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2297 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1323/5000
0s - loss: 78.6064 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0318 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1324/5000
0s - loss: 78.6065 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2254 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1325/5000
0s - loss: 78.6063 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0274 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1326/5000
0s - loss: 78.6064 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2213 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1327/5000
0s - loss: 78.6062 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0232 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1328/5000
0s - loss: 78.6063 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2171 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1329/5000
0s - loss: 78.6062 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0189 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1330/5000
0s - loss: 78.6062 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2130 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1331/5000
0s - loss: 78.6061 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0146 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1332/5000
0s - loss: 78.6061 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2089 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1333/5000
0s - loss: 78.6060 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0105 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1334/5000
0s - loss: 78.6060 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2049 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1335/5000
0s - loss: 78.6059 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0064 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1336/5000
0s - loss: 78.6060 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.2009 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1337/5000
0s - loss: 78.6058 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 175.0022 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1338/5000
0s - loss: 78.6059 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1969 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1339/5000
0s - loss: 78.6058 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9982 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1340/5000
0s - loss: 78.6058 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1931 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1341/5000
0s - loss: 78.6057 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9942 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1342/5000
0s - loss: 78.6057 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1891 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1343/5000
0s - loss: 78.6056 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9901 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1344/5000
0s - loss: 78.6056 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1853 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1345/5000
0s - loss: 78.6055 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9862 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1346/5000
0s - loss: 78.6055 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1815 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1347/5000
0s - loss: 78.6054 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9823 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1348/5000
0s - loss: 78.6055 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1349/5000
0s - loss: 78.6054 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9784 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1350/5000
0s - loss: 78.6054 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1351/5000
0s - loss: 78.6053 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1352/5000
0s - loss: 78.6053 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1703 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1353/5000
0s - loss: 78.6052 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9708 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1354/5000
0s - loss: 78.6053 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1355/5000
0s - loss: 78.6051 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1356/5000
0s - loss: 78.6052 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1630 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1357/5000
0s - loss: 78.6051 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9633 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1358/5000
0s - loss: 78.6051 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1594 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1359/5000
0s - loss: 78.6050 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9597 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1360/5000
0s - loss: 78.6051 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1558 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1361/5000
0s - loss: 78.6049 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9560 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1362/5000
0s - loss: 78.6050 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1523 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1363/5000
0s - loss: 78.6049 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9522 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1364/5000
0s - loss: 78.6049 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1488 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1365/5000
0s - loss: 78.6048 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9487 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1366/5000
0s - loss: 78.6049 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1453 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1367/5000
0s - loss: 78.6048 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9452 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1368/5000
0s - loss: 78.6048 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1420 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1369/5000
0s - loss: 78.6047 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9417 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1370/5000
0s - loss: 78.6047 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1385 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1371/5000
0s - loss: 78.6046 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9382 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1372/5000
0s - loss: 78.6047 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1352 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1373/5000
0s - loss: 78.6046 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9347 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1374/5000
0s - loss: 78.6046 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1319 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1375/5000
0s - loss: 78.6045 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9313 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1376/5000
0s - loss: 78.6046 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1286 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1377/5000
0s - loss: 78.6044 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9279 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1378/5000
0s - loss: 78.6045 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1252 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1379/5000
0s - loss: 78.6044 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9246 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1380/5000
0s - loss: 78.6045 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1221 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1381/5000
0s - loss: 78.6043 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9211 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1382/5000
0s - loss: 78.6044 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1188 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1383/5000
0s - loss: 78.6043 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9180 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1384/5000
0s - loss: 78.6043 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1156 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1385/5000
0s - loss: 78.6042 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9146 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1386/5000
0s - loss: 78.6043 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1125 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1387/5000
0s - loss: 78.6042 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9114 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1388/5000
0s - loss: 78.6042 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1094 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1389/5000
0s - loss: 78.6041 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9083 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1390/5000
0s - loss: 78.6042 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1063 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1391/5000
0s - loss: 78.6041 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9050 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1392/5000
0s - loss: 78.6041 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1032 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1393/5000
0s - loss: 78.6040 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.9019 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1394/5000
0s - loss: 78.6041 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.1002 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1395/5000
0s - loss: 78.6040 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8988 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1396/5000
0s - loss: 78.6040 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0971 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1397/5000
0s - loss: 78.6039 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8957 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1398/5000
0s - loss: 78.6040 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0942 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1399/5000
0s - loss: 78.6039 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8927 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1400/5000
0s - loss: 78.6039 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0913 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1401/5000
0s - loss: 78.6038 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8897 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1402/5000
0s - loss: 78.6039 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0884 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1403/5000
0s - loss: 78.6038 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8867 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1404/5000
0s - loss: 78.6039 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0855 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1405/5000
0s - loss: 78.6037 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8837 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1406/5000
0s - loss: 78.6038 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0826 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1407/5000
0s - loss: 78.6037 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8808 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1408/5000
0s - loss: 78.6038 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0798 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1409/5000
0s - loss: 78.6036 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1410/5000
0s - loss: 78.6037 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1411/5000
0s - loss: 78.6036 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1412/5000
0s - loss: 78.6037 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1413/5000
0s - loss: 78.6036 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1414/5000
0s - loss: 78.6036 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0714 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1415/5000
0s - loss: 78.6035 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1416/5000
0s - loss: 78.6036 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0687 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1417/5000
0s - loss: 78.6035 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1418/5000
0s - loss: 78.6036 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1419/5000
0s - loss: 78.6034 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8637 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1420/5000
0s - loss: 78.6035 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0634 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1421/5000
0s - loss: 78.6034 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8609 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1422/5000
0s - loss: 78.6035 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0607 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1423/5000
0s - loss: 78.6034 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8582 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1424/5000
0s - loss: 78.6034 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0581 - val_success_ratio: 0.9600 - val_r_coeff: 0.9299
Epoch 1425/5000
0s - loss: 78.6033 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8555 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1426/5000
0s - loss: 78.6034 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0555 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1427/5000
0s - loss: 78.6033 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8528 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1428/5000
0s - loss: 78.6034 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1429/5000
0s - loss: 78.6033 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8502 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1430/5000
0s - loss: 78.6033 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0503 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1431/5000
0s - loss: 78.6032 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8476 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1432/5000
0s - loss: 78.6033 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0478 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1433/5000
0s - loss: 78.6032 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8450 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1434/5000
0s - loss: 78.6033 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0453 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1435/5000
0s - loss: 78.6032 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8423 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1436/5000
0s - loss: 78.6032 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0428 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1437/5000
0s - loss: 78.6031 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8399 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1438/5000
0s - loss: 78.6032 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0403 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1439/5000
0s - loss: 78.6031 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8373 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1440/5000
0s - loss: 78.6031 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0379 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1441/5000
0s - loss: 78.6031 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8348 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1442/5000
0s - loss: 78.6031 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0354 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1443/5000
0s - loss: 78.6030 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8323 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1444/5000
0s - loss: 78.6031 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0331 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1445/5000
0s - loss: 78.6030 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8298 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1446/5000
0s - loss: 78.6031 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0307 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1447/5000
0s - loss: 78.6030 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8275 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1448/5000
0s - loss: 78.6031 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0284 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1449/5000
0s - loss: 78.6029 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8250 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1450/5000
0s - loss: 78.6030 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0261 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1451/5000
0s - loss: 78.6029 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8227 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1452/5000
0s - loss: 78.6030 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0237 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1453/5000
0s - loss: 78.6029 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8203 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1454/5000
0s - loss: 78.6030 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0215 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1455/5000
0s - loss: 78.6029 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8179 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1456/5000
0s - loss: 78.6029 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0192 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1457/5000
0s - loss: 78.6028 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8156 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1458/5000
0s - loss: 78.6029 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0170 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1459/5000
0s - loss: 78.6028 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8133 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1460/5000
0s - loss: 78.6029 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0147 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1461/5000
0s - loss: 78.6028 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8111 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1462/5000
0s - loss: 78.6028 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0126 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1463/5000
0s - loss: 78.6027 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8087 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1464/5000
0s - loss: 78.6028 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0104 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1465/5000
0s - loss: 78.6027 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8065 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1466/5000
0s - loss: 78.6028 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0082 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1467/5000
0s - loss: 78.6027 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8044 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1468/5000
0s - loss: 78.6028 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0061 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1469/5000
0s - loss: 78.6027 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.8022 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1470/5000
0s - loss: 78.6027 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0040 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1471/5000
0s - loss: 78.6026 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7999 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1472/5000
0s - loss: 78.6027 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 175.0018 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1473/5000
0s - loss: 78.6026 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7978 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1474/5000
0s - loss: 78.6027 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9999 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1475/5000
0s - loss: 78.6026 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7957 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1476/5000
0s - loss: 78.6027 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9978 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1477/5000
0s - loss: 78.6026 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7935 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1478/5000
0s - loss: 78.6026 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9957 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1479/5000
0s - loss: 78.6025 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7915 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1480/5000
0s - loss: 78.6026 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9937 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1481/5000
0s - loss: 78.6025 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7895 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1482/5000
0s - loss: 78.6026 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9917 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1483/5000
0s - loss: 78.6025 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7874 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1484/5000
0s - loss: 78.6026 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9897 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1485/5000
0s - loss: 78.6025 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7854 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1486/5000
0s - loss: 78.6025 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9878 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1487/5000
0s - loss: 78.6024 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7833 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1488/5000
0s - loss: 78.6025 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9858 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1489/5000
0s - loss: 78.6024 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7813 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1490/5000
0s - loss: 78.6025 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9839 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1491/5000
0s - loss: 78.6024 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1492/5000
0s - loss: 78.6025 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9819 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1493/5000
0s - loss: 78.6024 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1494/5000
0s - loss: 78.6025 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9801 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1495/5000
0s - loss: 78.6024 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1496/5000
0s - loss: 78.6024 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1497/5000
0s - loss: 78.6023 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1498/5000
0s - loss: 78.6024 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1499/5000
0s - loss: 78.6023 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1500/5000
0s - loss: 78.6024 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1501/5000
0s - loss: 78.6023 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1502/5000
0s - loss: 78.6024 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1503/5000
0s - loss: 78.6023 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1504/5000
0s - loss: 78.6024 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9709 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1505/5000
0s - loss: 78.6023 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1506/5000
0s - loss: 78.6024 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1507/5000
0s - loss: 78.6023 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7642 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1508/5000
0s - loss: 78.6023 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1509/5000
0s - loss: 78.6022 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7623 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1510/5000
0s - loss: 78.6023 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1511/5000
0s - loss: 78.6022 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7606 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1512/5000
0s - loss: 78.6023 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9638 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1513/5000
0s - loss: 78.6022 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7587 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1514/5000
0s - loss: 78.6023 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9621 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1515/5000
0s - loss: 78.6022 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7570 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1516/5000
0s - loss: 78.6023 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9604 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1517/5000
0s - loss: 78.6022 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7553 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1518/5000
0s - loss: 78.6022 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9587 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1519/5000
0s - loss: 78.6022 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7535 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1520/5000
0s - loss: 78.6022 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9571 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1521/5000
0s - loss: 78.6021 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7518 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1522/5000
0s - loss: 78.6022 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9554 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1523/5000
0s - loss: 78.6021 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7501 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1524/5000
0s - loss: 78.6022 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9537 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1525/5000
0s - loss: 78.6021 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7485 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1526/5000
0s - loss: 78.6022 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9521 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1527/5000
0s - loss: 78.6021 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7468 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1528/5000
0s - loss: 78.6021 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9505 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1529/5000
0s - loss: 78.6021 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7451 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1530/5000
0s - loss: 78.6021 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9489 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1531/5000
0s - loss: 78.6021 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7435 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1532/5000
0s - loss: 78.6021 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9474 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1533/5000
0s - loss: 78.6020 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7418 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1534/5000
0s - loss: 78.6021 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9459 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1535/5000
0s - loss: 78.6020 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7403 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1536/5000
0s - loss: 78.6021 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9442 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1537/5000
0s - loss: 78.6020 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7387 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1538/5000
0s - loss: 78.6021 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9427 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1539/5000
0s - loss: 78.6020 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7370 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1540/5000
0s - loss: 78.6021 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9411 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1541/5000
0s - loss: 78.6020 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7354 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1542/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9397 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1543/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7339 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1544/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9381 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1545/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7324 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1546/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9367 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1547/5000
0s - loss: 78.6020 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7309 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1548/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9353 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1549/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7294 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1550/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9338 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1551/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7279 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1552/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9323 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1553/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7263 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1554/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9309 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1555/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7250 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1556/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9295 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1557/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7235 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1558/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9281 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1559/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7220 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1560/5000
0s - loss: 78.6020 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9268 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1561/5000
0s - loss: 78.6019 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7206 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1562/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9253 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1563/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7193 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1564/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9240 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1565/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7179 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1566/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9227 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1567/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7165 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1568/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9213 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1569/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7151 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1570/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9199 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1571/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7137 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1572/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9187 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1573/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7124 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1574/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9174 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1575/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7109 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1576/5000
0s - loss: 78.6019 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9160 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1577/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7097 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1578/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9148 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1579/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7084 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1580/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9136 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1581/5000
0s - loss: 78.6018 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7071 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1582/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9123 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1583/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7058 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1584/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9110 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1585/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7045 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1586/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9098 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1587/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7033 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1588/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9086 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1589/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7021 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1590/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9074 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1591/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.7008 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1592/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9062 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1593/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6996 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1594/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9051 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1595/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6984 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1596/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9038 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1597/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6972 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1598/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9027 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1599/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6959 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1600/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9015 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1601/5000
0s - loss: 78.6017 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6948 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1602/5000
0s - loss: 78.6018 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.9004 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1603/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6936 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1604/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8993 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1605/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6925 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1606/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8981 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1607/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6913 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1608/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8970 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1609/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6901 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1610/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8959 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1611/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6891 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1612/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8948 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1613/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6879 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1614/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8938 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1615/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6868 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1616/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8927 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1617/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6858 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1618/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8918 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1619/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6846 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1620/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8906 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1621/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6836 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1622/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8896 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1623/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6825 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1624/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8886 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1625/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6814 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1626/5000
0s - loss: 78.6017 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8875 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1627/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6804 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1628/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8865 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1629/5000
0s - loss: 78.6016 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1630/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8855 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1631/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6783 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1632/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8846 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1633/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1634/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8835 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1635/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1636/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8826 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1637/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1638/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8816 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1639/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1640/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8807 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1641/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1642/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8796 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1643/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1644/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8788 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1645/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6715 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1646/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1647/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6705 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1648/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1649/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6696 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1650/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1651/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1652/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1653/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1654/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1655/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1656/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1657/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1658/5000
0s - loss: 78.6016 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1659/5000
0s - loss: 78.6015 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1660/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1661/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6640 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1662/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8707 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1663/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6631 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1664/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1665/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6623 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1666/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8691 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1667/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6614 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1668/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1669/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6606 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1670/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1671/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6597 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1672/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1673/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6588 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1674/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1675/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6580 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1676/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1677/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6572 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1678/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8641 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1679/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6563 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1680/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8633 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1681/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6555 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1682/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8625 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1683/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6547 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1684/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8618 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1685/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6539 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1686/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8610 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1687/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6532 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1688/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8602 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1689/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6523 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1690/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8594 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1691/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6515 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1692/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8587 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1693/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6508 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1694/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8580 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1695/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6500 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1696/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8573 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1697/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6494 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1698/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8565 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1699/5000
0s - loss: 78.6014 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6485 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1700/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8558 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1701/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6478 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1702/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8551 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1703/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6471 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1704/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8544 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1705/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6464 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1706/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8537 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1707/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6456 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1708/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8529 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1709/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6449 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1710/5000
0s - loss: 78.6015 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8523 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1711/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6443 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1712/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8516 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1713/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6435 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1714/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8509 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1715/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6428 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1716/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8502 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1717/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6422 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1718/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8496 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1719/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6414 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1720/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8488 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1721/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6407 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1722/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8483 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1723/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6401 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1724/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8476 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1725/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6394 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1726/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8470 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1727/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6388 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1728/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8463 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1729/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6381 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1730/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8457 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1731/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6375 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1732/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8451 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1733/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6368 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1734/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8444 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1735/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6361 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1736/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8438 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1737/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6356 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1738/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8432 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1739/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6349 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1740/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8427 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1741/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6344 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1742/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8420 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1743/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6337 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1744/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8414 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1745/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6331 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1746/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8409 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1747/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6325 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1748/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8403 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1749/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6320 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1750/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8397 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1751/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6313 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1752/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8392 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1753/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6308 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1754/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8386 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1755/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6302 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1756/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8380 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1757/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6296 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1758/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8374 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1759/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6290 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1760/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8369 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1761/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6285 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1762/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8364 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1763/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6280 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1764/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8358 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1765/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6274 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1766/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8353 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1767/5000
0s - loss: 78.6013 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6268 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1768/5000
0s - loss: 78.6014 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8348 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1769/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6263 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1770/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8343 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1771/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6258 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1772/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8337 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1773/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6252 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1774/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8332 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1775/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6247 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1776/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8327 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1777/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6242 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1778/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8322 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1779/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6236 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1780/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8317 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1781/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6231 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1782/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8312 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1783/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6226 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1784/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8307 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1785/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6221 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1786/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8303 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1787/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6217 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1788/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8297 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1789/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6212 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1790/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8293 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1791/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6206 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1792/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8288 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1793/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6201 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1794/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8284 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1795/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6196 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1796/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8279 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1797/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6192 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1798/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8274 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1799/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6187 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1800/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8270 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1801/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6183 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1802/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8265 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1803/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6178 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1804/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8261 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1805/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6173 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1806/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8256 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1807/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6169 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1808/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8252 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1809/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6165 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1810/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8248 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1811/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6160 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1812/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8243 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1813/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6156 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1814/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8239 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1815/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6151 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1816/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8235 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1817/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6146 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1818/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8231 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1819/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6143 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1820/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8227 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1821/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6138 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1822/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8222 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1823/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6134 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1824/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8219 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1825/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6130 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1826/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8214 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1827/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6126 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1828/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8210 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1829/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6121 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1830/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8206 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1831/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6117 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1832/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8202 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1833/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6114 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1834/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8199 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1835/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6109 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1836/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8195 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1837/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6105 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1838/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8191 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1839/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6101 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1840/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8187 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1841/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6097 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1842/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8183 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1843/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6094 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1844/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8179 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1845/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6089 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1846/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8176 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1847/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6086 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1848/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8172 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1849/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6082 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1850/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8169 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1851/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6080 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1852/5000
0s - loss: 78.6013 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8165 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1853/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6075 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1854/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8161 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1855/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6071 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1856/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8158 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1857/5000
0s - loss: 78.6012 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6068 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1858/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8154 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1859/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6064 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1860/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8151 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1861/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6061 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1862/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8147 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1863/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6057 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1864/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8143 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1865/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6053 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1866/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8141 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1867/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6051 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1868/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8137 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1869/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6048 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1870/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8134 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1871/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6044 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1872/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8130 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1873/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6041 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1874/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8127 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1875/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6037 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1876/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8124 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1877/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6034 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1878/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8121 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1879/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6031 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1880/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8118 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1881/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6027 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1882/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8115 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1883/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6024 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1884/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8112 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1885/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6021 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1886/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8109 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1887/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6017 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1888/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8105 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1889/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6014 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1890/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8103 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1891/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6012 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1892/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8100 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1893/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6008 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1894/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8096 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1895/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6005 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1896/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8094 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1897/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6003 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1898/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8090 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1899/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.6000 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1900/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8088 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1901/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5996 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1902/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8085 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1903/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5993 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1904/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8082 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1905/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5991 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1906/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8079 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1907/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5988 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1908/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8077 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1909/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5986 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1910/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8074 - val_success_ratio: 0.9600 - val_r_coeff: 0.9300
Epoch 1911/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5982 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1912/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8071 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1913/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5979 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1914/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8068 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1915/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5977 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1916/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8065 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1917/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5974 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1918/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8062 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1919/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5971 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1920/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8061 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1921/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5969 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1922/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8059 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1923/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5966 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1924/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8056 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1925/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5964 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1926/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8053 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1927/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5961 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1928/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8050 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1929/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5958 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1930/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8047 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1931/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5956 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1932/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8045 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1933/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5953 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1934/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8042 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1935/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5951 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1936/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8041 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1937/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5948 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1938/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8039 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1939/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5946 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1940/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8036 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1941/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5943 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1942/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8034 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1943/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5941 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1944/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8030 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1945/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5938 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1946/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8028 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1947/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5935 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1948/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8027 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1949/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5933 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1950/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8023 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1951/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5931 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1952/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8022 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1953/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5929 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1954/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8020 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1955/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5926 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1956/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8018 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1957/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5925 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1958/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8015 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1959/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5923 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1960/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8012 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1961/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5919 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1962/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8011 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1963/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5918 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1964/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8008 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1965/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5916 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1966/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8006 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1967/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5913 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1968/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8004 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1969/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5911 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1970/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8002 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1971/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5909 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1972/5000
0s - loss: 78.6012 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.8000 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1973/5000
0s - loss: 78.6011 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5907 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1974/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7998 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1975/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5904 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1976/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7996 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1977/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5903 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1978/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7994 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1979/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5900 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1980/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7992 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1981/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5899 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1982/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7990 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1983/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5897 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1984/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7988 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1985/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5894 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1986/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7986 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1987/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5893 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1988/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7984 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1989/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5891 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1990/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7982 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1991/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5889 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1992/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7980 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1993/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5887 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1994/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7979 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1995/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5885 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1996/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7977 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1997/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5883 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1998/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7975 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 1999/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5881 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2000/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7973 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2001/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5880 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2002/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7972 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2003/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5878 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2004/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7970 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2005/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5876 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2006/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7967 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2007/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5874 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2008/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7966 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2009/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5872 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2010/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7964 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2011/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5871 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2012/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7963 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2013/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5869 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2014/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7961 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2015/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5867 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2016/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7959 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2017/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5865 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2018/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7957 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2019/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5863 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2020/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7956 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2021/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5862 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2022/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7954 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2023/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5860 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2024/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7952 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2025/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5859 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2026/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7951 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2027/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5857 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2028/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7950 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2029/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5855 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2030/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7948 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2031/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5854 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2032/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7946 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2033/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5852 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2034/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7944 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2035/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5850 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2036/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7943 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2037/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5848 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2038/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7941 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2039/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5847 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2040/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7940 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2041/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5846 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2042/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7939 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2043/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5844 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2044/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7937 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2045/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5842 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2046/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7935 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2047/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5841 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2048/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7934 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2049/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5840 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2050/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7933 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2051/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5838 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2052/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7931 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2053/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5838 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2054/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7930 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2055/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5835 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2056/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7928 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2057/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5834 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2058/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7927 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2059/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5833 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2060/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7925 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2061/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5832 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2062/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7924 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2063/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5830 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2064/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7923 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2065/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5828 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2066/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7922 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2067/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5827 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2068/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7919 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2069/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5826 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2070/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7919 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2071/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5825 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2072/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7918 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2073/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5823 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2074/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7916 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2075/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5821 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2076/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7914 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2077/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5820 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2078/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7914 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2079/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5818 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2080/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7912 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2081/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5818 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2082/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7911 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2083/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5816 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2084/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7910 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2085/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5815 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2086/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7908 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2087/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5814 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2088/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7907 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2089/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5812 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2090/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7906 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2091/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5811 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2092/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7905 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2093/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5810 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2094/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7903 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2095/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5809 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2096/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7902 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2097/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5808 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2098/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7901 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2099/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5807 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2100/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7900 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2101/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2102/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7899 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2103/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5804 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2104/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7897 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2105/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5802 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2106/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7896 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2107/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5802 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2108/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7895 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2109/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5800 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2110/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7894 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2111/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5799 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2112/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7893 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2113/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5798 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2114/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7892 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2115/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5797 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2116/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7891 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2117/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5796 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2118/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7890 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2119/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5795 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2120/5000
0s - loss: 78.6011 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7889 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2121/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5794 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2122/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7888 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2123/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5792 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2124/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7886 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2125/5000
0s - loss: 78.6010 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2126/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7885 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2127/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5790 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2128/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7884 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2129/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2130/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7883 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2131/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5788 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2132/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7882 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2133/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5788 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2134/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7882 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2135/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5786 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2136/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7880 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2137/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2138/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7879 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2139/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2140/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7878 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2141/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5783 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2142/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7877 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2143/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2144/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7877 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2145/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2146/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7875 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2147/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5781 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2148/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7875 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2149/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2150/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7874 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2151/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2152/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7873 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2153/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2154/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7872 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2155/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2156/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7871 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2157/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2158/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7870 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2159/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2160/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7869 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2161/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2162/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7868 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2163/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2164/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7868 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2165/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2166/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7868 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2167/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2168/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7867 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2169/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2170/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7866 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2171/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2172/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7864 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2173/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2174/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7864 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2175/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2176/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7862 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2177/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2178/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7862 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2179/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2180/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7861 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2181/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2182/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7861 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2183/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2184/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7859 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2185/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2186/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7859 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2187/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2188/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7858 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2189/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2190/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7858 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2191/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2192/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7856 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2193/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2194/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7855 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2195/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2196/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7854 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2197/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2198/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7854 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2199/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2200/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7854 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2201/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2202/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7853 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2203/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2204/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7852 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2205/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2206/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7851 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2207/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2208/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7850 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2209/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2210/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7849 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2211/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2212/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7849 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2213/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2214/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7848 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2215/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2216/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7847 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2217/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2218/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7847 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2219/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2220/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7846 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2221/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2222/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7845 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2223/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2224/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7845 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2225/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2226/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7844 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2227/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2228/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7843 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2229/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2230/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7842 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2231/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2232/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7843 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2233/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2234/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7841 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2235/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2236/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7841 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2237/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2238/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7841 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2239/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2240/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7839 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2241/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2242/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7839 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2243/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2244/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7839 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2245/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2246/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7838 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2247/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2248/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7837 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2249/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2250/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7836 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2251/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2252/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7836 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2253/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2254/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7835 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2255/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2256/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7835 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2257/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2258/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7834 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2259/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2260/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7833 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2261/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2262/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7833 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2263/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2264/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7833 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2265/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2266/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7832 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2267/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2268/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7831 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2269/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2270/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7831 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2271/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2272/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7831 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2273/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2274/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7829 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2275/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2276/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7829 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2277/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2278/5000
0s - loss: 78.6010 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7828 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2279/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2280/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7828 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2281/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2282/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7828 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2283/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2284/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7827 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2285/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2286/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7826 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2287/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2288/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7826 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2289/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2290/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7826 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2291/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2292/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7825 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2293/5000
0s - loss: 78.6009 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2294/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7825 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2295/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2296/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7824 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2297/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2298/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7823 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2299/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2300/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7823 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2301/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2302/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7823 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2303/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2304/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7822 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2305/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2306/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7822 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2307/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2308/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7821 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2309/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2310/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7820 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2311/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2312/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7820 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2313/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2314/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7820 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2315/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2316/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7819 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2317/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2318/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7819 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2319/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2320/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7818 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2321/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2322/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7818 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2323/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2324/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7817 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2325/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2326/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7816 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2327/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2328/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7816 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2329/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2330/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7816 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2331/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2332/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7815 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2333/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2334/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7815 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2335/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2336/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7815 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2337/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2338/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7814 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2339/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2340/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7814 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2341/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2342/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7814 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2343/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2344/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7814 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2345/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2346/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7813 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2347/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2348/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7812 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2349/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2350/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7812 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2351/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2352/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7812 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2353/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2354/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7811 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2355/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2356/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7812 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2357/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5715 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2358/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7811 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2359/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2360/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7810 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2361/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5715 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2362/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7810 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2363/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5715 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2364/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7809 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2365/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5714 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2366/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7809 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2367/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5714 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2368/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7809 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2369/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5714 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2370/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7808 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2371/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5714 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2372/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7808 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2373/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5713 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2374/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7807 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2375/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5713 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2376/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7807 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2377/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5712 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2378/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7807 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2379/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5712 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2380/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7807 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2381/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5712 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2382/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7806 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2383/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5712 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2384/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7806 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2385/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5710 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2386/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2387/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5710 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2388/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2389/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5710 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2390/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2391/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5710 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2392/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2393/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5710 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2394/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7805 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2395/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5709 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2396/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7804 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2397/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5709 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2398/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7803 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2399/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5709 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2400/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7803 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2401/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5708 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2402/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7803 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2403/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5708 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2404/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7803 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2405/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5707 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2406/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7802 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2407/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5707 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2408/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7802 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2409/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5707 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2410/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7801 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2411/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5707 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2412/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7801 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2413/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5707 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2414/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7801 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2415/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5706 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2416/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7800 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2417/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5706 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2418/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7800 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2419/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5705 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2420/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7801 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2421/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5706 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2422/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7800 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2423/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5705 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2424/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7800 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2425/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5704 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2426/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7798 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2427/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5704 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2428/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7799 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2429/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5704 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2430/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7798 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2431/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5704 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2432/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7799 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2433/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5704 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2434/5000
0s - loss: 78.6009 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7798 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2435/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5703 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2436/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7798 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2437/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5704 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2438/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7797 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2439/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5703 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2440/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7797 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2441/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5703 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2442/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7797 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2443/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5703 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2444/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7797 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2445/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5703 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2446/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7797 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2447/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5703 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2448/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7796 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2449/5000
0s - loss: 78.6008 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5701 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2450/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7796 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2451/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5701 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2452/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7796 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2453/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5701 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2454/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7796 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2455/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5701 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2456/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7795 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2457/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5701 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2458/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7794 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2459/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5700 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2460/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7795 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2461/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5700 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2462/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7794 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2463/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5700 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2464/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7794 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2465/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2466/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2467/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5700 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2468/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7794 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2469/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2470/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2471/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2472/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2473/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2474/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2475/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2476/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2477/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2478/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7792 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2479/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5699 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2480/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7793 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2481/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5698 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2482/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7792 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2483/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5698 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2484/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2485/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2486/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2487/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2488/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2489/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2490/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2491/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2492/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2493/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2494/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7791 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2495/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2496/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7790 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2497/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5696 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2498/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7790 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2499/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5697 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2500/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7790 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2501/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2502/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2503/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5696 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2504/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2505/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2506/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2507/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2508/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2509/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2510/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2511/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2512/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2513/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2514/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2515/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2516/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2517/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2518/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7788 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2519/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5695 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2520/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7789 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2521/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5694 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2522/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7788 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2523/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5694 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2524/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7787 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2525/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2526/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7787 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2527/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2528/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7787 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2529/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2530/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7787 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2531/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2532/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7786 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2533/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2534/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7787 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2535/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5693 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2536/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7786 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2537/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2538/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2539/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2540/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2541/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2542/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2543/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2544/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2545/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5691 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2546/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2547/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2548/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2549/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5692 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2550/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2551/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5691 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2552/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2553/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5691 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2554/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7784 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2555/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5690 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2556/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7785 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2557/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5691 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2558/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7784 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2559/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5690 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2560/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7784 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2561/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5691 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2562/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7784 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2563/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5690 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2564/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7783 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2565/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5690 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2566/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7784 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2567/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5690 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2568/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7783 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2569/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5690 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2570/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7783 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2571/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5689 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2572/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7783 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2573/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5690 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2574/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2575/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5689 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2576/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2577/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5689 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2578/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2579/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5689 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2580/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2581/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5689 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2582/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2583/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2584/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7782 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2585/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2586/5000
0s - loss: 78.6008 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7781 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2587/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5689 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2588/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7781 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2589/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2590/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7781 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2591/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2592/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7781 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2593/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2594/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7781 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2595/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2596/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7781 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2597/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2598/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2599/5000
0s - loss: 78.6007 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5688 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2600/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2601/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2602/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2603/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5687 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2604/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2605/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5687 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2606/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2607/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5687 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2608/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2609/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2610/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7780 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2611/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5687 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2612/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2613/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2614/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2615/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2616/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2617/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2618/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2619/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2620/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2621/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2622/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2623/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2624/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2625/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5686 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2626/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7779 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2627/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2628/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2629/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2630/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2631/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2632/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2633/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2634/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2635/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2636/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2637/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2638/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2639/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2640/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2641/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5685 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2642/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7778 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2643/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5684 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2644/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2645/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5684 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2646/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2647/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5684 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2648/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2649/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5684 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2650/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7777 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2651/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2652/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2653/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2654/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2655/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2656/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2657/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5684 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2658/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2659/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2660/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2661/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2662/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2663/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2664/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2665/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2666/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2667/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2668/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2669/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5684 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2670/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2671/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2672/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2673/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2674/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2675/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2676/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7776 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2677/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2678/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2679/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5683 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2680/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2681/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2682/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2683/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2684/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7775 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2685/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2686/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2687/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2688/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2689/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2690/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2691/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2692/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2693/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2694/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2695/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2696/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2697/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2698/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2699/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5682 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2700/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2701/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2702/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2703/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2704/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2705/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2706/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2707/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2708/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2709/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2710/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7774 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2711/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2712/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2713/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2714/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2715/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2716/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2717/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2718/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2719/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2720/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2721/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2722/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2723/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2724/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7773 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2725/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2726/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2727/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5681 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2728/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2729/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2730/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2731/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2732/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2733/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2734/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2735/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2736/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2737/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2738/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2739/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2740/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7772 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2741/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2742/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2743/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2744/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2745/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2746/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2747/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2748/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2749/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5680 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2750/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2751/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2752/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2753/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2754/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2755/5000
0s - loss: 78.6006 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2756/5000
0s - loss: 78.6007 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2757/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2758/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2759/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2760/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2761/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2762/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2763/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2764/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2765/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2766/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7771 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2767/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2768/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2769/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2770/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2771/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2772/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2773/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2774/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7770 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2775/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5679 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2776/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2777/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2778/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2779/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2780/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2781/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2782/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2783/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2784/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2785/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2786/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2787/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2788/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2789/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2790/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2791/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2792/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2793/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5678 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2794/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2795/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2796/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2797/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2798/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2799/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2800/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2801/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2802/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2803/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2804/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2805/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2806/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2807/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2808/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2809/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2810/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2811/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2812/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2813/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2814/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2815/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2816/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2817/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2818/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2819/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2820/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2821/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2822/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7769 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2823/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2824/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2825/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2826/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2827/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5677 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2828/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2829/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2830/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2831/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2832/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2833/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2834/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2835/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2836/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2837/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2838/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7768 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2839/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2840/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2841/5000
0s - loss: 78.6005 - success_ratio: 0.9369 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2842/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2843/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2844/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2845/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2846/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2847/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2848/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2849/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2850/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2851/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2852/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2853/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2854/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2855/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2856/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2857/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2858/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2859/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2860/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7767 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2861/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5676 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2862/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2863/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2864/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2865/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2866/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2867/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2868/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2869/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2870/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2871/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2872/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2873/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2874/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2875/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2876/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2877/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2878/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2879/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2880/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2881/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2882/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2883/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2884/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2885/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2886/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2887/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2888/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2889/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2890/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2891/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5675 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2892/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2893/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2894/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2895/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2896/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2897/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2898/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2899/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2900/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7766 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2901/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2902/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2903/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2904/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2905/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2906/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2907/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2908/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2909/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2910/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7765 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2911/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2912/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2913/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2914/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2915/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2916/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2917/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2918/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2919/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2920/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2921/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2922/5000
0s - loss: 78.6006 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2923/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2924/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2925/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2926/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2927/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2928/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2929/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2930/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2931/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5674 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2932/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2933/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2934/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2935/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2936/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2937/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2938/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2939/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2940/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2941/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2942/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2943/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2944/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7764 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2945/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2946/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2947/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2948/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2949/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2950/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2951/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2952/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2953/5000
0s - loss: 78.6005 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2954/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2955/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2956/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2957/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2958/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2959/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2960/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2961/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2962/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2963/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2964/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2965/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2966/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2967/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2968/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2969/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2970/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2971/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2972/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2973/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2974/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2975/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2976/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2977/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2978/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2979/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5673 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2980/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7763 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2981/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2982/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2983/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2984/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2985/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2986/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2987/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2988/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2989/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2990/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2991/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2992/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2993/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2994/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2995/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2996/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2997/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2998/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 2999/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3000/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3001/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3002/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3003/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3004/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3005/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3006/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3007/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3008/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3009/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3010/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3011/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3012/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3013/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3014/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3015/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3016/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3017/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3018/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3019/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3020/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3021/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3022/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7762 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3023/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3024/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3025/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3026/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3027/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3028/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3029/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3030/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3031/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3032/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3033/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3034/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3035/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3036/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3037/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3038/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3039/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3040/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3041/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3042/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3043/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3044/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3045/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3046/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3047/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3048/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3049/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3050/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3051/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3052/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7761 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3053/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5672 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3054/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3055/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3056/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3057/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3058/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3059/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3060/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3061/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3062/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3063/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3064/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3065/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3066/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3067/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3068/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3069/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3070/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3071/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3072/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3073/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3074/5000
0s - loss: 78.6005 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3075/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3076/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3077/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3078/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3079/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5671 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3080/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3081/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3082/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3083/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3084/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3085/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3086/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3087/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3088/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3089/5000
0s - loss: 78.6004 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3090/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3091/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3092/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3093/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3094/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3095/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3096/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7760 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3097/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3098/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3099/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3100/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3101/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3102/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3103/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3104/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3105/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3106/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3107/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3108/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3109/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3110/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3111/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3112/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3113/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3114/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7759 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3115/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3116/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3117/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3118/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3119/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3120/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3121/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3122/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3123/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3124/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3125/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3126/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3127/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3128/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3129/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3130/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3131/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3132/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3133/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3134/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3135/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3136/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3137/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3138/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3139/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3140/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3141/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3142/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3143/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3144/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3145/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3146/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3147/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3148/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3149/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3150/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3151/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3152/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3153/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3154/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3155/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3156/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3157/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5670 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3158/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7758 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3159/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3160/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3161/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3162/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3163/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3164/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3165/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3166/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3167/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3168/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3169/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3170/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3171/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3172/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3173/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3174/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3175/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3176/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3177/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3178/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3179/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3180/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3181/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3182/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3183/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3184/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3185/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3186/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3187/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3188/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3189/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3190/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3191/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3192/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3193/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3194/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3195/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3196/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3197/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3198/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3199/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3200/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3201/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3202/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3203/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3204/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7757 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3205/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3206/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3207/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3208/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3209/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3210/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3211/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3212/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3213/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3214/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3215/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3216/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3217/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3218/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3219/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3220/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3221/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3222/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3223/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3224/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3225/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3226/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3227/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5669 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3228/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3229/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3230/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3231/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3232/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3233/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3234/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7756 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3235/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3236/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3237/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3238/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3239/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3240/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3241/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3242/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3243/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3244/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3245/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3246/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3247/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3248/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3249/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3250/5000
0s - loss: 78.6004 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3251/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3252/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3253/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3254/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3255/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3256/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3257/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5668 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3258/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3259/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3260/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3261/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3262/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3263/5000
0s - loss: 78.6003 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3264/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3265/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3266/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3267/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3268/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3269/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3270/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3271/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3272/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3273/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3274/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3275/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3276/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3277/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3278/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3279/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3280/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3281/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3282/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3283/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3284/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3285/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3286/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3287/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3288/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3289/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3290/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3291/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3292/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3293/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3294/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7755 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3295/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3296/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3297/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3298/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3299/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3300/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3301/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3302/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3303/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3304/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3305/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3306/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3307/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3308/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3309/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3310/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3311/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3312/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3313/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3314/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3315/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3316/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3317/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3318/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3319/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3320/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3321/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3322/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7754 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3323/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3324/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3325/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3326/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3327/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3328/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3329/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3330/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3331/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3332/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3333/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3334/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3335/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3336/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3337/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3338/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3339/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3340/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3341/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3342/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3343/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5667 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3344/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3345/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3346/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3347/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3348/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3349/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3350/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3351/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3352/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3353/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3354/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3355/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3356/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3357/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3358/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3359/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3360/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3361/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3362/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3363/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3364/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3365/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3366/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3367/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3368/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3369/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3370/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7753 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3371/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3372/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3373/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3374/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3375/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3376/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3377/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3378/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3379/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3380/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3381/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3382/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3383/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3384/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3385/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3386/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3387/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3388/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3389/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3390/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3391/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3392/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3393/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3394/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3395/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3396/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3397/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3398/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3399/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3400/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3401/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3402/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3403/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3404/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3405/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3406/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3407/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3408/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3409/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3410/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7752 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3411/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3412/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3413/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3414/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3415/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3416/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3417/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3418/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3419/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5666 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3420/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3421/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3422/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3423/5000
0s - loss: 78.6002 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3424/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3425/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3426/5000
0s - loss: 78.6003 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3427/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3428/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3429/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3430/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3431/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3432/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3433/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3434/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3435/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3436/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3437/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3438/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3439/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3440/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3441/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3442/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3443/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3444/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3445/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3446/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3447/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3448/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3449/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3450/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3451/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3452/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3453/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3454/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3455/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3456/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3457/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3458/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7751 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3459/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3460/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3461/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3462/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3463/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3464/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3465/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3466/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3467/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3468/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3469/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3470/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3471/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3472/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3473/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3474/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3475/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3476/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3477/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3478/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3479/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5665 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3480/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3481/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3482/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3483/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3484/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3485/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3486/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3487/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3488/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3489/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3490/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3491/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3492/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3493/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3494/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3495/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3496/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3497/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3498/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3499/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3500/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3501/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3502/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3503/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3504/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3505/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3506/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7750 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3507/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3508/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3509/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3510/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3511/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3512/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3513/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3514/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3515/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3516/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3517/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3518/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3519/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3520/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3521/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3522/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3523/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3524/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3525/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3526/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3527/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3528/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3529/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3530/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3531/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3532/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3533/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3534/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3535/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3536/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3537/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3538/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3539/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3540/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3541/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3542/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3543/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3544/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3545/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3546/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3547/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3548/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3549/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3550/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3551/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3552/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3553/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3554/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3555/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3556/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3557/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5664 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3558/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7749 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3559/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3560/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3561/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3562/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3563/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3564/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3565/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3566/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3567/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3568/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3569/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3570/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3571/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3572/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3573/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3574/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3575/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3576/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3577/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3578/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3579/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3580/5000
0s - loss: 78.6002 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3581/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3582/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3583/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3584/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3585/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3586/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3587/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3588/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3589/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3590/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3591/5000
0s - loss: 78.6001 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3592/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3593/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3594/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3595/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3596/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3597/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3598/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3599/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3600/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3601/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3602/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3603/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3604/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3605/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3606/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7748 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3607/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3608/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3609/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3610/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3611/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3612/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3613/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3614/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3615/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3616/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3617/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3618/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3619/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3620/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3621/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3622/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3623/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3624/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3625/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3626/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3627/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3628/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3629/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3630/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7747 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3631/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3632/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3633/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3634/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3635/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3636/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3637/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3638/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3639/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3640/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3641/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3642/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3643/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3644/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3645/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3646/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3647/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3648/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3649/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3650/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3651/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3652/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3653/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3654/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3655/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3656/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3657/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3658/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3659/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3660/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3661/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3662/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3663/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3664/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3665/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3666/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3667/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3668/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3669/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3670/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3671/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3672/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3673/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3674/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3675/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3676/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3677/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3678/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3679/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3680/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3681/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3682/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7746 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3683/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3684/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3685/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3686/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3687/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3688/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3689/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5663 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3690/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3691/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3692/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3693/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3694/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3695/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3696/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3697/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3698/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3699/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3700/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3701/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3702/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3703/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3704/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3705/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3706/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3707/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3708/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3709/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3710/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3711/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3712/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3713/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3714/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3715/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3716/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3717/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3718/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3719/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3720/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3721/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3722/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3723/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3724/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3725/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3726/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3727/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3728/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3729/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3730/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3731/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3732/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7745 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3733/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3734/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3735/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3736/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3737/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3738/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3739/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3740/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3741/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3742/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3743/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3744/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3745/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5662 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3746/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3747/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3748/5000
0s - loss: 78.6001 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3749/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3750/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3751/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3752/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3753/5000
0s - loss: 78.6000 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3754/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3755/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3756/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3757/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3758/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3759/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3760/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3761/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3762/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3763/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3764/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3765/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3766/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7744 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3767/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3768/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3769/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3770/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3771/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3772/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3773/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3774/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3775/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3776/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3777/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3778/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3779/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3780/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3781/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3782/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3783/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3784/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3785/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3786/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3787/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3788/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3789/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3790/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3791/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3792/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3793/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3794/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3795/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3796/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3797/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3798/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3799/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3800/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3801/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3802/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3803/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3804/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3805/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3806/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3807/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3808/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3809/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3810/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3811/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3812/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7743 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3813/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3814/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3815/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3816/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3817/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3818/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3819/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5661 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3820/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3821/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3822/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3823/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3824/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3825/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3826/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3827/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3828/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3829/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3830/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3831/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3832/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3833/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3834/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3835/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3836/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3837/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3838/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3839/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3840/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3841/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3842/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3843/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3844/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3845/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3846/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3847/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3848/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3849/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3850/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3851/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3852/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3853/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3854/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3855/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3856/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3857/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3858/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3859/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3860/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3861/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3862/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3863/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3864/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3865/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3866/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7742 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3867/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3868/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3869/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3870/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3871/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3872/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3873/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3874/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3875/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3876/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3877/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3878/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3879/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3880/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3881/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5660 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3882/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3883/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3884/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3885/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3886/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3887/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3888/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3889/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3890/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3891/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3892/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3893/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3894/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3895/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3896/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3897/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3898/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3899/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3900/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3901/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3902/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3903/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3904/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3905/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3906/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3907/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3908/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3909/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3910/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7741 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3911/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3912/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3913/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3914/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3915/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3916/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3917/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3918/5000
0s - loss: 78.6000 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3919/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3920/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3921/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3922/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3923/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3924/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3925/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3926/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3927/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3928/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3929/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3930/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3931/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3932/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3933/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3934/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3935/5000
0s - loss: 78.5999 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3936/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3937/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3938/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3939/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3940/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3941/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3942/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3943/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3944/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3945/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3946/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3947/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3948/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3949/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3950/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3951/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3952/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7740 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3953/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3954/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3955/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3956/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3957/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3958/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3959/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3960/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3961/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3962/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3963/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3964/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3965/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3966/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3967/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3968/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3969/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3970/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3971/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3972/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3973/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3974/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3975/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3976/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3977/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3978/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3979/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5659 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3980/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3981/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3982/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3983/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3984/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3985/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3986/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3987/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3988/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3989/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3990/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3991/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3992/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7739 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3993/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3994/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3995/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3996/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3997/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3998/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 3999/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4000/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4001/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4002/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4003/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4004/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4005/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4006/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4007/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4008/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4009/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4010/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4011/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4012/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4013/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4014/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4015/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4016/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4017/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4018/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4019/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4020/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4021/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4022/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4023/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4024/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4025/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4026/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4027/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4028/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4029/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4030/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4031/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4032/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4033/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4034/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4035/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4036/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4037/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4038/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4039/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4040/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4041/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4042/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4043/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4044/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4045/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4046/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4047/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4048/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4049/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4050/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4051/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4052/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4053/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5658 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4054/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7738 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4055/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4056/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4057/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4058/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4059/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4060/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4061/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4062/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4063/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4064/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4065/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4066/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4067/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4068/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4069/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4070/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4071/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4072/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4073/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4074/5000
0s - loss: 78.5999 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4075/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4076/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4077/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4078/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4079/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4080/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4081/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4082/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4083/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4084/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4085/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4086/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4087/5000
0s - loss: 78.5998 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4088/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4089/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4090/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4091/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4092/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4093/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4094/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4095/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4096/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4097/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4098/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7737 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4099/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4100/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4101/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4102/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4103/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4104/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4105/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4106/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4107/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4108/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4109/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4110/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4111/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4112/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4113/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4114/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4115/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4116/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4117/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4118/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4119/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4120/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4121/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4122/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4123/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4124/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4125/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4126/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4127/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4128/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4129/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4130/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4131/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4132/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4133/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4134/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4135/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4136/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4137/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4138/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4139/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4140/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4141/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4142/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4143/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4144/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4145/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4146/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4147/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4148/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4149/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4150/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4151/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4152/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4153/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4154/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4155/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4156/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4157/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4158/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4159/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4160/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4161/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4162/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4163/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4164/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4165/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4166/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4167/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4168/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4169/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4170/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7736 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4171/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4172/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4173/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4174/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4175/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4176/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4177/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4178/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4179/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4180/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4181/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4182/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4183/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5657 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4184/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7735 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4185/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4186/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4187/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4188/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4189/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4190/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4191/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4192/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4193/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4194/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4195/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4196/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4197/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4198/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4199/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4200/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4201/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4202/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4203/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4204/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4205/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4206/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4207/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4208/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4209/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4210/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4211/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4212/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4213/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4214/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4215/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4216/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4217/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4218/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4219/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5656 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4220/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4221/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4222/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4223/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4224/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4225/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4226/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4227/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4228/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4229/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4230/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4231/5000
0s - loss: 78.5997 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4232/5000
0s - loss: 78.5998 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4233/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4234/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4235/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4236/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4237/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4238/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4239/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4240/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4241/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4242/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4243/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4244/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4245/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4246/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4247/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4248/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4249/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4250/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4251/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4252/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4253/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4254/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4255/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4256/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4257/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4258/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4259/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4260/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4261/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4262/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7734 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4263/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4264/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4265/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4266/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4267/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4268/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4269/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4270/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4271/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4272/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4273/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4274/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4275/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4276/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4277/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4278/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4279/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4280/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4281/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4282/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4283/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4284/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4285/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4286/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4287/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4288/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4289/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4290/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4291/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4292/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4293/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4294/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4295/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5655 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4296/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7733 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4297/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4298/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4299/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4300/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4301/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4302/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4303/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4304/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4305/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4306/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4307/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4308/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4309/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4310/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4311/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4312/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4313/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4314/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4315/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4316/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4317/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4318/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7732 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4319/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4320/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4321/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4322/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4323/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4324/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4325/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4326/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4327/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4328/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4329/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4330/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4331/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4332/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4333/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4334/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4335/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4336/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4337/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4338/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4339/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4340/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4341/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4342/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4343/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4344/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4345/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4346/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4347/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4348/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4349/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4350/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4351/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4352/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4353/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4354/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4355/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4356/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4357/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4358/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4359/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4360/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4361/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4362/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4363/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4364/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4365/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4366/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4367/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4368/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4369/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4370/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4371/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4372/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7731 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4373/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5654 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4374/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4375/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4376/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4377/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4378/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4379/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4380/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4381/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4382/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4383/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4384/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4385/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4386/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4387/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4388/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4389/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4390/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4391/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4392/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4393/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4394/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4395/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4396/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4397/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4398/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4399/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4400/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4401/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4402/5000
0s - loss: 78.5997 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7730 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4403/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4404/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4405/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4406/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4407/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4408/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4409/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4410/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4411/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4412/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4413/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4414/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4415/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4416/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4417/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4418/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4419/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4420/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4421/5000
0s - loss: 78.5996 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4422/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4423/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4424/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4425/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4426/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4427/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4428/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4429/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4430/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4431/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4432/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4433/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4434/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4435/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4436/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4437/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4438/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4439/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4440/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4441/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4442/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4443/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4444/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4445/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4446/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4447/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4448/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4449/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5653 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4450/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4451/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4452/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4453/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4454/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4455/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4456/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4457/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4458/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4459/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4460/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4461/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4462/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4463/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4464/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4465/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4466/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7729 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4467/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4468/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4469/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4470/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4471/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4472/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4473/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4474/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4475/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4476/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4477/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4478/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4479/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4480/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4481/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4482/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4483/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4484/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4485/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4486/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4487/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4488/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4489/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4490/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4491/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4492/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4493/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4494/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4495/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4496/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4497/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4498/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4499/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4500/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4501/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4502/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4503/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4504/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7728 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4505/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4506/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4507/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4508/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4509/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4510/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4511/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4512/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4513/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4514/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4515/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4516/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4517/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4518/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4519/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5652 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4520/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4521/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4522/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4523/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4524/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4525/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4526/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4527/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4528/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4529/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4530/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4531/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4532/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4533/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4534/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4535/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4536/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4537/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4538/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4539/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4540/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7727 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4541/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4542/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4543/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4544/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4545/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4546/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4547/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4548/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4549/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4550/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4551/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4552/5000
0s - loss: 78.5996 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4553/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4554/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4555/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4556/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4557/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4558/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4559/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4560/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4561/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4562/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4563/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4564/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4565/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4566/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4567/5000
0s - loss: 78.5995 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4568/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4569/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4570/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4571/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4572/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4573/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4574/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4575/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4576/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4577/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4578/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4579/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4580/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4581/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4582/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4583/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4584/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4585/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4586/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4587/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4588/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4589/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4590/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4591/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4592/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4593/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5651 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4594/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4595/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4596/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4597/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4598/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4599/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4600/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7726 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4601/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4602/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4603/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4604/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4605/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4606/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4607/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4608/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4609/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4610/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4611/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4612/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4613/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4614/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4615/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4616/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4617/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4618/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4619/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4620/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4621/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4622/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4623/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4624/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4625/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4626/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4627/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4628/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4629/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4630/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4631/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4632/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7725 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4633/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4634/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4635/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4636/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4637/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4638/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4639/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4640/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4641/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4642/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4643/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4644/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4645/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4646/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4647/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4648/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4649/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4650/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4651/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4652/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4653/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4654/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4655/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4656/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4657/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4658/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4659/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4660/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4661/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4662/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4663/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4664/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4665/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4666/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4667/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4668/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4669/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4670/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4671/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4672/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4673/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5650 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4674/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4675/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4676/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4677/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4678/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7724 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4679/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4680/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4681/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4682/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4683/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4684/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4685/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4686/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4687/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4688/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4689/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4690/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4691/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4692/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4693/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4694/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4695/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4696/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4697/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4698/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4699/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4700/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4701/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4702/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4703/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4704/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4705/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4706/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4707/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4708/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4709/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4710/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4711/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4712/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4713/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4714/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4715/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4716/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4717/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4718/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7723 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4719/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4720/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4721/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4722/5000
0s - loss: 78.5995 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4723/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4724/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4725/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4726/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4727/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4728/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4729/5000
0s - loss: 78.5994 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4730/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4731/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4732/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4733/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4734/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4735/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4736/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4737/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4738/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4739/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4740/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4741/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4742/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4743/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4744/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4745/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4746/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4747/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4748/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4749/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4750/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4751/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4752/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4753/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4754/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4755/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4756/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4757/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4758/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4759/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4760/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4761/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4762/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4763/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4764/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4765/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4766/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4767/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4768/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4769/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4770/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4771/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4772/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4773/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4774/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4775/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4776/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4777/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4778/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4779/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4780/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4781/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4782/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4783/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5649 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4784/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7722 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4785/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4786/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4787/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4788/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4789/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4790/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4791/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4792/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4793/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4794/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4795/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4796/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4797/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4798/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4799/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4800/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4801/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4802/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4803/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4804/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4805/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4806/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4807/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4808/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4809/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4810/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4811/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4812/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4813/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4814/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4815/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4816/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4817/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4818/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7721 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4819/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4820/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4821/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4822/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4823/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4824/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4825/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4826/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4827/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4828/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4829/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4830/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4831/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4832/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4833/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4834/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4835/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4836/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4837/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4838/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4839/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4840/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4841/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4842/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4843/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4844/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4845/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4846/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4847/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4848/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4849/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5648 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4850/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4851/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4852/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4853/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4854/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4855/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4856/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4857/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4858/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4859/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4860/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4861/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4862/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4863/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4864/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7720 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4865/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4866/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4867/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4868/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4869/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4870/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4871/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4872/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4873/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4874/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4875/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4876/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4877/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4878/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4879/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4880/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4881/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4882/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4883/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4884/5000
0s - loss: 78.5994 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4885/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4886/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4887/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4888/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4889/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4890/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4891/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4892/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4893/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4894/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4895/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4896/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4897/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4898/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4899/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4900/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4901/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4902/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4903/5000
0s - loss: 78.5993 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4904/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4905/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4906/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4907/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4908/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4909/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4910/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7719 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4911/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4912/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4913/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4914/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4915/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4916/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4917/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4918/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4919/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4920/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4921/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5647 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4922/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4923/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4924/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4925/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4926/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4927/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4928/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4929/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4930/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4931/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4932/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4933/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4934/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4935/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4936/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4937/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4938/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4939/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4940/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4941/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4942/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4943/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4944/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4945/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4946/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4947/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4948/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4949/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4950/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4951/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4952/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4953/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4954/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4955/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4956/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7718 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4957/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4958/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4959/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4960/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4961/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4962/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4963/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4964/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4965/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4966/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4967/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4968/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4969/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4970/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4971/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4972/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4973/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4974/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4975/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4976/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4977/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4978/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4979/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4980/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4981/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4982/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4983/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5646 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4984/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4985/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4986/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4987/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4988/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4989/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4990/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4991/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4992/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4993/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4994/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4995/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4996/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4997/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4998/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7717 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 4999/5000
0s - loss: 78.5992 - success_ratio: 0.9343 - r_coeff: 0.9488 - val_loss: 174.5645 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
Epoch 5000/5000
0s - loss: 78.5993 - success_ratio: 0.9318 - r_coeff: 0.9488 - val_loss: 174.7716 - val_success_ratio: 0.9600 - val_r_coeff: 0.9301
In [79]:
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 [80]:
# make predictions
keras_in_sample = model.predict(train_X)
keras_out_sample = model.predict(test_X)
In [81]:
plt.figure(figsize=(15, 5))
plt.plot(train_Y, label='model')
plt.plot(keras_in_sample, label='predict')
# calculate root mean squared error
rmse = np.sqrt(mean_squared_error(train_Y, keras_in_sample))
r2 = r2_score(train_Y, keras_in_sample)
plt.title('DL in Sample -- RMSE: %.2f , R2: %.2f' % (rmse, r2))
plt.legend(loc=0)
plt.show()
In [82]:
plt.figure(figsize=(15, 5))
plt.plot(test_Y, label='model')
plt.plot(keras_out_sample, label='predict')
# calculate root mean squared error
rmse = np.sqrt(mean_squared_error(test_Y, keras_out_sample))
r2 = r2_score(test_Y, keras_out_sample)
# Success ratio
sr = np.mean(np.sign(keras_out_sample)==np.sign(test_Y))
plt.title('DL out of Sample -- RMSE: %.2f, R2: %.2f, Sucess Ratio: %.2f ' % (rmse, r2, sr))
plt.legend(loc=0)
plt.show()
In [ ]:
Content source: MBounouar/NN_in_Finance
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