Stochastic Volatility/Jump Diffusion model

$$ \frac{dS}{S} = (\mu − \lambda \bar{k})~dt + \sqrt{V}~dZ + k~dq $$$$ dV = (\alpha − \beta V ) dt + \sigma_v \sqrt{V} dZ_v $$$$ Corr(dZ, dZ_v) = \rho $$$$ prob(dq = 1) = \lambda . dt $$$$ ln(1+k) \backsim \phi(ln[1+\bar{k}] - 0.5 \kappa, \kappa^2) $$



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, paths):
    rn = np.random.standard_normal((time_steps, paths))
    # Moment Matching
    rn -= rn.mean()
    rn /= rn.std()
    return rn



In [4]:

    
def rng_corr(time_steps, paths, rho):
    rn1 = rng(time_steps, paths)
    rn2 = rng(time_steps, paths)
    rn2 = rho*rn1 + rn2 * np.sqrt(1 - rho*rho)
    # Moment Matching
    rn2 -= rn2.mean()
    rn2 /= rn2.std()
    return [rn1, rn2]



In [5]:

    
def svjd_paths(T, time_steps, paths, alpha, beta, kappa, kbar, lmbda, mu, sigmav, rho):
    size = (time_steps+1, paths)
    dt = T/time_steps
    Z, Zv = rng_corr(time_steps+1, paths, rho)
    s = np.zeros(size)
    v = np.zeros(size)
    y = np.zeros(size)
    k_loc = np.log(1+kbar)-0.5*kappa
    k = np.exp(np.random.normal(loc=k_loc, scale=kappa, size=size)) - 1.
    q = np.random.poisson(lmbda*dt, size)
    
    s[0, :] = mu
    v[0, :] = alpha
    y[0, :] = 0
    for i in range(1, time_steps+1, 1):
        vi = v[i-1, :] + (alpha - beta*v[i-1, :])*dt + sigmav*np.sqrt(v[i-1,:]) * np.sqrt(dt) * Zv[i, :]
        vip = v[i-1, :] + alpha*dt
        v[i, :] = np.where(vi < 0, vip, vi)
       
        s[i, :] = s[i-1, :] * np.exp(((mu - lmbda * kbar) - 0.5*v[i-1, :])*dt + \
                                     np.sqrt(v[i-1, :]) * np.sqrt(dt) * Z[i, :]) + k[i, :] * q[i, :]
        
        y[i,:] = (mu - lmbda * kbar)*dt + np.sqrt(v[i-1, :]) * Z[i,:] + k[i, :] * q[i,:]
            
    return s, v, q, k, y



In [6]:

    
svjd_prms = {'alpha':.0003, 'beta':.7024, 'kappa':.0281, 'kbar':.30, 'lmbda': 2, 'mu': .2133, 'sigmav':.1179, 'rho': .6}
s_paths, v_paths, q, k, y = svjd_paths(T=500/12, time_steps=500, paths=1, **svjd_prms)



In [7]:

    
plt.figure(figsize=(15,5))
plt.plot(s_paths[:, 0]);



In [8]:

    
fdiff_y = y[1:, 0]- y[:-1, 0]
df = pd.DataFrame(fdiff_y, columns=['svjd_model'], index=range(500))



In [9]:

    
plt.figure(figsize=(15,5))
plt.title('Stochastic volatility/jump diffusion process (first-difference)')
plt.plot(fdiff_y);



In [10]:

    
lags = 4
cols = []
for lag in range(1,lags+1):
    col = 'lag_%d'% lag
    cols.append(col)
    df[col] = df['svjd_model'].shift(lag)

df = df.dropna(how='any')



In [11]:

    
Y = df[['svjd_model']].values
X = df[cols].values

test_Y = Y[-100:]
test_X = X[-100:]

train_Y = Y[:-100]
train_X = X[:-100]

OLS Regression



In [12]:

    
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 [13]:

    
model = sm.OLS(train_Y, train_X)
results = model.fit()
#results.summary()



In [14]:

    
ols_results = pd.DataFrame(fdiff_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 [15]:

    
ols_results.plot(figsize=(20, 5));



In [16]:

    
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 [17]:

    
plt.figure(figsize=(15, 5))
plt.plot(ols_out_sample, label='predict')
plt.plot(test_Y, label='model')

# calculate root mean squared error and sucess ratio
success_ratio = lambda a, b: np.mean(np.sign(a)==np.sign(b))

ols_test_rmse = np.sqrt(mean_squared_error(test_Y.flatten(), ols_out_sample))

sr = success_ratio(ols_out_sample, 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()

Deep Learning with Keras



In [18]:

    
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 [19]:

    
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 [20]:

    
def success_ratio(y_true, y_pred):
    return Kb.mean(Kb.equal(Kb.sign(y_true), Kb.sign(y_pred)))



In [21]:

    
model = Sequential()
model.add(Dense(3, input_dim=lags))
model.add(Activation('tanh'))
#model.add(Dropout(0.2))
model.add(Dense(1))
model.add(Activation('tanh'))
model.compile(loss='mse', optimizer='adam', metrics=[success_ratio, r_coeff])



In [22]:

    
history = model.fit(train_X, train_Y,
                    epochs=4000, 
                    batch_size=len(train_X), 
                    verbose=2,
                    validation_data=(test_X, test_Y), 
                    shuffle=False, 
                   )









    



Train on 396 samples, validate on 100 samples
Epoch 1/4000
0s - loss: 0.1831 - success_ratio: 0.3889 - r_coeff: -5.0157e+00 - val_loss: 0.1433 - val_success_ratio: 0.4800 - val_r_coeff: -3.8570e+00
Epoch 2/4000
0s - loss: 0.1824 - success_ratio: 0.3914 - r_coeff: -4.9909e+00 - val_loss: 0.1427 - val_success_ratio: 0.4800 - val_r_coeff: -3.8374e+00
Epoch 3/4000
0s - loss: 0.1816 - success_ratio: 0.3965 - r_coeff: -4.9667e+00 - val_loss: 0.1421 - val_success_ratio: 0.4700 - val_r_coeff: -3.8183e+00
Epoch 4/4000
0s - loss: 0.1809 - success_ratio: 0.3965 - r_coeff: -4.9430e+00 - val_loss: 0.1416 - val_success_ratio: 0.4700 - val_r_coeff: -3.7998e+00
Epoch 5/4000
0s - loss: 0.1802 - success_ratio: 0.3939 - r_coeff: -4.9198e+00 - val_loss: 0.1411 - val_success_ratio: 0.4700 - val_r_coeff: -3.7818e+00
Epoch 6/4000
0s - loss: 0.1795 - success_ratio: 0.3889 - r_coeff: -4.8972e+00 - val_loss: 0.1405 - val_success_ratio: 0.4700 - val_r_coeff: -3.7643e+00
Epoch 7/4000
0s - loss: 0.1788 - success_ratio: 0.3889 - r_coeff: -4.8750e+00 - val_loss: 0.1400 - val_success_ratio: 0.4700 - val_r_coeff: -3.7472e+00
Epoch 8/4000
0s - loss: 0.1782 - success_ratio: 0.3838 - r_coeff: -4.8533e+00 - val_loss: 0.1395 - val_success_ratio: 0.4700 - val_r_coeff: -3.7305e+00
Epoch 9/4000
0s - loss: 0.1775 - success_ratio: 0.3838 - r_coeff: -4.8320e+00 - val_loss: 0.1391 - val_success_ratio: 0.4700 - val_r_coeff: -3.7141e+00
Epoch 10/4000
0s - loss: 0.1769 - success_ratio: 0.3864 - r_coeff: -4.8111e+00 - val_loss: 0.1386 - val_success_ratio: 0.4700 - val_r_coeff: -3.6979e+00
Epoch 11/4000
0s - loss: 0.1763 - success_ratio: 0.3889 - r_coeff: -4.7904e+00 - val_loss: 0.1381 - val_success_ratio: 0.4700 - val_r_coeff: -3.6817e+00
Epoch 12/4000
0s - loss: 0.1756 - success_ratio: 0.3990 - r_coeff: -4.7700e+00 - val_loss: 0.1376 - val_success_ratio: 0.4700 - val_r_coeff: -3.6655e+00
Epoch 13/4000
0s - loss: 0.1750 - success_ratio: 0.4015 - r_coeff: -4.7496e+00 - val_loss: 0.1372 - val_success_ratio: 0.4700 - val_r_coeff: -3.6492e+00
Epoch 14/4000
0s - loss: 0.1744 - success_ratio: 0.4040 - r_coeff: -4.7293e+00 - val_loss: 0.1367 - val_success_ratio: 0.4700 - val_r_coeff: -3.6328e+00
Epoch 15/4000
0s - loss: 0.1738 - success_ratio: 0.4040 - r_coeff: -4.7090e+00 - val_loss: 0.1362 - val_success_ratio: 0.4800 - val_r_coeff: -3.6162e+00
Epoch 16/4000
0s - loss: 0.1732 - success_ratio: 0.4015 - r_coeff: -4.6887e+00 - val_loss: 0.1357 - val_success_ratio: 0.4800 - val_r_coeff: -3.5993e+00
Epoch 17/4000
0s - loss: 0.1725 - success_ratio: 0.4015 - r_coeff: -4.6683e+00 - val_loss: 0.1352 - val_success_ratio: 0.4800 - val_r_coeff: -3.5823e+00
Epoch 18/4000
0s - loss: 0.1719 - success_ratio: 0.4015 - r_coeff: -4.6479e+00 - val_loss: 0.1347 - val_success_ratio: 0.4800 - val_r_coeff: -3.5651e+00
Epoch 19/4000
0s - loss: 0.1713 - success_ratio: 0.4015 - r_coeff: -4.6274e+00 - val_loss: 0.1342 - val_success_ratio: 0.4700 - val_r_coeff: -3.5479e+00
Epoch 20/4000
0s - loss: 0.1707 - success_ratio: 0.4015 - r_coeff: -4.6069e+00 - val_loss: 0.1336 - val_success_ratio: 0.4700 - val_r_coeff: -3.5305e+00
Epoch 21/4000
0s - loss: 0.1701 - success_ratio: 0.4040 - r_coeff: -4.5865e+00 - val_loss: 0.1331 - val_success_ratio: 0.4700 - val_r_coeff: -3.5131e+00
Epoch 22/4000
0s - loss: 0.1694 - success_ratio: 0.4015 - r_coeff: -4.5660e+00 - val_loss: 0.1326 - val_success_ratio: 0.4700 - val_r_coeff: -3.4957e+00
Epoch 23/4000
0s - loss: 0.1688 - success_ratio: 0.4015 - r_coeff: -4.5456e+00 - val_loss: 0.1321 - val_success_ratio: 0.4700 - val_r_coeff: -3.4783e+00
Epoch 24/4000
0s - loss: 0.1682 - success_ratio: 0.3990 - r_coeff: -4.5252e+00 - val_loss: 0.1316 - val_success_ratio: 0.4700 - val_r_coeff: -3.4610e+00
Epoch 25/4000
0s - loss: 0.1676 - success_ratio: 0.3965 - r_coeff: -4.5050e+00 - val_loss: 0.1311 - val_success_ratio: 0.4700 - val_r_coeff: -3.4438e+00
Epoch 26/4000
0s - loss: 0.1670 - success_ratio: 0.3889 - r_coeff: -4.4848e+00 - val_loss: 0.1306 - val_success_ratio: 0.4700 - val_r_coeff: -3.4266e+00
Epoch 27/4000
0s - loss: 0.1663 - success_ratio: 0.3864 - r_coeff: -4.4647e+00 - val_loss: 0.1301 - val_success_ratio: 0.4700 - val_r_coeff: -3.4096e+00
Epoch 28/4000
0s - loss: 0.1657 - success_ratio: 0.3864 - r_coeff: -4.4447e+00 - val_loss: 0.1296 - val_success_ratio: 0.4700 - val_r_coeff: -3.3927e+00
Epoch 29/4000
0s - loss: 0.1651 - success_ratio: 0.3838 - r_coeff: -4.4248e+00 - val_loss: 0.1291 - val_success_ratio: 0.4700 - val_r_coeff: -3.3759e+00
Epoch 30/4000
0s - loss: 0.1645 - success_ratio: 0.3838 - r_coeff: -4.4050e+00 - val_loss: 0.1286 - val_success_ratio: 0.4700 - val_r_coeff: -3.3592e+00
Epoch 31/4000
0s - loss: 0.1639 - success_ratio: 0.3838 - r_coeff: -4.3852e+00 - val_loss: 0.1281 - val_success_ratio: 0.4700 - val_r_coeff: -3.3427e+00
Epoch 32/4000
0s - loss: 0.1633 - success_ratio: 0.3838 - r_coeff: -4.3655e+00 - val_loss: 0.1276 - val_success_ratio: 0.4700 - val_r_coeff: -3.3262e+00
Epoch 33/4000
0s - loss: 0.1627 - success_ratio: 0.3813 - r_coeff: -4.3459e+00 - val_loss: 0.1271 - val_success_ratio: 0.4700 - val_r_coeff: -3.3099e+00
Epoch 34/4000
0s - loss: 0.1621 - success_ratio: 0.3813 - r_coeff: -4.3263e+00 - val_loss: 0.1267 - val_success_ratio: 0.4700 - val_r_coeff: -3.2936e+00
Epoch 35/4000
0s - loss: 0.1615 - success_ratio: 0.3813 - r_coeff: -4.3068e+00 - val_loss: 0.1262 - val_success_ratio: 0.4700 - val_r_coeff: -3.2775e+00
Epoch 36/4000
0s - loss: 0.1610 - success_ratio: 0.3838 - r_coeff: -4.2873e+00 - val_loss: 0.1257 - val_success_ratio: 0.4700 - val_r_coeff: -3.2614e+00
Epoch 37/4000
0s - loss: 0.1604 - success_ratio: 0.3838 - r_coeff: -4.2679e+00 - val_loss: 0.1252 - val_success_ratio: 0.4700 - val_r_coeff: -3.2454e+00
Epoch 38/4000
0s - loss: 0.1598 - success_ratio: 0.3838 - r_coeff: -4.2485e+00 - val_loss: 0.1248 - val_success_ratio: 0.4700 - val_r_coeff: -3.2295e+00
Epoch 39/4000
0s - loss: 0.1592 - success_ratio: 0.3813 - r_coeff: -4.2292e+00 - val_loss: 0.1243 - val_success_ratio: 0.4700 - val_r_coeff: -3.2137e+00
Epoch 40/4000
0s - loss: 0.1586 - success_ratio: 0.3813 - r_coeff: -4.2099e+00 - val_loss: 0.1238 - val_success_ratio: 0.4700 - val_r_coeff: -3.1980e+00
Epoch 41/4000
0s - loss: 0.1580 - success_ratio: 0.3813 - r_coeff: -4.1906e+00 - val_loss: 0.1234 - val_success_ratio: 0.4700 - val_r_coeff: -3.1823e+00
Epoch 42/4000
0s - loss: 0.1574 - success_ratio: 0.3813 - r_coeff: -4.1715e+00 - val_loss: 0.1229 - val_success_ratio: 0.4700 - val_r_coeff: -3.1667e+00
Epoch 43/4000
0s - loss: 0.1568 - success_ratio: 0.3813 - r_coeff: -4.1523e+00 - val_loss: 0.1225 - val_success_ratio: 0.4700 - val_r_coeff: -3.1512e+00
Epoch 44/4000
0s - loss: 0.1563 - success_ratio: 0.3813 - r_coeff: -4.1333e+00 - val_loss: 0.1220 - val_success_ratio: 0.4700 - val_r_coeff: -3.1357e+00
Epoch 45/4000
0s - loss: 0.1557 - success_ratio: 0.3838 - r_coeff: -4.1143e+00 - val_loss: 0.1215 - val_success_ratio: 0.4700 - val_r_coeff: -3.1203e+00
Epoch 46/4000
0s - loss: 0.1551 - success_ratio: 0.3838 - r_coeff: -4.0954e+00 - val_loss: 0.1211 - val_success_ratio: 0.4700 - val_r_coeff: -3.1050e+00
Epoch 47/4000
0s - loss: 0.1545 - success_ratio: 0.3838 - r_coeff: -4.0765e+00 - val_loss: 0.1206 - val_success_ratio: 0.4700 - val_r_coeff: -3.0897e+00
Epoch 48/4000
0s - loss: 0.1540 - success_ratio: 0.3838 - r_coeff: -4.0577e+00 - val_loss: 0.1202 - val_success_ratio: 0.4700 - val_r_coeff: -3.0744e+00
Epoch 49/4000
0s - loss: 0.1534 - success_ratio: 0.3838 - r_coeff: -4.0390e+00 - val_loss: 0.1197 - val_success_ratio: 0.4700 - val_r_coeff: -3.0592e+00
Epoch 50/4000
0s - loss: 0.1528 - success_ratio: 0.3838 - r_coeff: -4.0203e+00 - val_loss: 0.1193 - val_success_ratio: 0.4700 - val_r_coeff: -3.0440e+00
Epoch 51/4000
0s - loss: 0.1523 - success_ratio: 0.3864 - r_coeff: -4.0017e+00 - val_loss: 0.1189 - val_success_ratio: 0.4700 - val_r_coeff: -3.0289e+00
Epoch 52/4000
0s - loss: 0.1517 - success_ratio: 0.3864 - r_coeff: -3.9831e+00 - val_loss: 0.1184 - val_success_ratio: 0.4700 - val_r_coeff: -3.0138e+00
Epoch 53/4000
0s - loss: 0.1511 - success_ratio: 0.3864 - r_coeff: -3.9646e+00 - val_loss: 0.1180 - val_success_ratio: 0.4700 - val_r_coeff: -2.9987e+00
Epoch 54/4000
0s - loss: 0.1506 - success_ratio: 0.3864 - r_coeff: -3.9462e+00 - val_loss: 0.1175 - val_success_ratio: 0.4700 - val_r_coeff: -2.9837e+00
Epoch 55/4000
0s - loss: 0.1500 - success_ratio: 0.3864 - r_coeff: -3.9278e+00 - val_loss: 0.1171 - val_success_ratio: 0.4700 - val_r_coeff: -2.9687e+00
Epoch 56/4000
0s - loss: 0.1494 - success_ratio: 0.3864 - r_coeff: -3.9095e+00 - val_loss: 0.1166 - val_success_ratio: 0.4700 - val_r_coeff: -2.9537e+00
Epoch 57/4000
0s - loss: 0.1489 - success_ratio: 0.3864 - r_coeff: -3.8912e+00 - val_loss: 0.1162 - val_success_ratio: 0.4700 - val_r_coeff: -2.9388e+00
Epoch 58/4000
0s - loss: 0.1483 - success_ratio: 0.3864 - r_coeff: -3.8730e+00 - val_loss: 0.1158 - val_success_ratio: 0.4700 - val_r_coeff: -2.9239e+00
Epoch 59/4000
0s - loss: 0.1478 - success_ratio: 0.3838 - r_coeff: -3.8548e+00 - val_loss: 0.1153 - val_success_ratio: 0.4700 - val_r_coeff: -2.9091e+00
Epoch 60/4000
0s - loss: 0.1472 - success_ratio: 0.3838 - r_coeff: -3.8367e+00 - val_loss: 0.1149 - val_success_ratio: 0.4700 - val_r_coeff: -2.8943e+00
Epoch 61/4000
0s - loss: 0.1467 - success_ratio: 0.3838 - r_coeff: -3.8187e+00 - val_loss: 0.1144 - val_success_ratio: 0.4700 - val_r_coeff: -2.8796e+00
Epoch 62/4000
0s - loss: 0.1461 - success_ratio: 0.3838 - r_coeff: -3.8007e+00 - val_loss: 0.1140 - val_success_ratio: 0.4700 - val_r_coeff: -2.8650e+00
Epoch 63/4000
0s - loss: 0.1456 - success_ratio: 0.3813 - r_coeff: -3.7828e+00 - val_loss: 0.1136 - val_success_ratio: 0.4700 - val_r_coeff: -2.8504e+00
Epoch 64/4000
0s - loss: 0.1450 - success_ratio: 0.3813 - r_coeff: -3.7649e+00 - val_loss: 0.1132 - val_success_ratio: 0.4700 - val_r_coeff: -2.8359e+00
Epoch 65/4000
0s - loss: 0.1445 - success_ratio: 0.3813 - r_coeff: -3.7471e+00 - val_loss: 0.1127 - val_success_ratio: 0.4700 - val_r_coeff: -2.8214e+00
Epoch 66/4000
0s - loss: 0.1440 - success_ratio: 0.3813 - r_coeff: -3.7294e+00 - val_loss: 0.1123 - val_success_ratio: 0.4700 - val_r_coeff: -2.8070e+00
Epoch 67/4000
0s - loss: 0.1434 - success_ratio: 0.3813 - r_coeff: -3.7117e+00 - val_loss: 0.1119 - val_success_ratio: 0.4700 - val_r_coeff: -2.7927e+00
Epoch 68/4000
0s - loss: 0.1429 - success_ratio: 0.3813 - r_coeff: -3.6941e+00 - val_loss: 0.1115 - val_success_ratio: 0.4700 - val_r_coeff: -2.7784e+00
Epoch 69/4000
0s - loss: 0.1424 - success_ratio: 0.3813 - r_coeff: -3.6765e+00 - val_loss: 0.1110 - val_success_ratio: 0.4700 - val_r_coeff: -2.7642e+00
Epoch 70/4000
0s - loss: 0.1418 - success_ratio: 0.3813 - r_coeff: -3.6590e+00 - val_loss: 0.1106 - val_success_ratio: 0.4700 - val_r_coeff: -2.7500e+00
Epoch 71/4000
0s - loss: 0.1413 - success_ratio: 0.3813 - r_coeff: -3.6415e+00 - val_loss: 0.1102 - val_success_ratio: 0.4700 - val_r_coeff: -2.7359e+00
Epoch 72/4000
0s - loss: 0.1408 - success_ratio: 0.3813 - r_coeff: -3.6241e+00 - val_loss: 0.1098 - val_success_ratio: 0.4700 - val_r_coeff: -2.7219e+00
Epoch 73/4000
0s - loss: 0.1402 - success_ratio: 0.3813 - r_coeff: -3.6068e+00 - val_loss: 0.1094 - val_success_ratio: 0.4700 - val_r_coeff: -2.7080e+00
Epoch 74/4000
0s - loss: 0.1397 - success_ratio: 0.3813 - r_coeff: -3.5895e+00 - val_loss: 0.1090 - val_success_ratio: 0.4700 - val_r_coeff: -2.6941e+00
Epoch 75/4000
0s - loss: 0.1392 - success_ratio: 0.3813 - r_coeff: -3.5723e+00 - val_loss: 0.1086 - val_success_ratio: 0.4700 - val_r_coeff: -2.6802e+00
Epoch 76/4000
0s - loss: 0.1387 - success_ratio: 0.3813 - r_coeff: -3.5552e+00 - val_loss: 0.1082 - val_success_ratio: 0.4700 - val_r_coeff: -2.6664e+00
Epoch 77/4000
0s - loss: 0.1381 - success_ratio: 0.3813 - r_coeff: -3.5381e+00 - val_loss: 0.1078 - val_success_ratio: 0.4700 - val_r_coeff: -2.6527e+00
Epoch 78/4000
0s - loss: 0.1376 - success_ratio: 0.3813 - r_coeff: -3.5210e+00 - val_loss: 0.1074 - val_success_ratio: 0.4700 - val_r_coeff: -2.6390e+00
Epoch 79/4000
0s - loss: 0.1371 - success_ratio: 0.3813 - r_coeff: -3.5040e+00 - val_loss: 0.1069 - val_success_ratio: 0.4700 - val_r_coeff: -2.6254e+00
Epoch 80/4000
0s - loss: 0.1366 - success_ratio: 0.3813 - r_coeff: -3.4871e+00 - val_loss: 0.1065 - val_success_ratio: 0.4700 - val_r_coeff: -2.6118e+00
Epoch 81/4000
0s - loss: 0.1361 - success_ratio: 0.3813 - r_coeff: -3.4702e+00 - val_loss: 0.1061 - val_success_ratio: 0.4700 - val_r_coeff: -2.5983e+00
Epoch 82/4000
0s - loss: 0.1356 - success_ratio: 0.3813 - r_coeff: -3.4534e+00 - val_loss: 0.1058 - val_success_ratio: 0.4700 - val_r_coeff: -2.5848e+00
Epoch 83/4000
0s - loss: 0.1351 - success_ratio: 0.3813 - r_coeff: -3.4367e+00 - val_loss: 0.1054 - val_success_ratio: 0.4700 - val_r_coeff: -2.5714e+00
Epoch 84/4000
0s - loss: 0.1345 - success_ratio: 0.3813 - r_coeff: -3.4200e+00 - val_loss: 0.1050 - val_success_ratio: 0.4700 - val_r_coeff: -2.5580e+00
Epoch 85/4000
0s - loss: 0.1340 - success_ratio: 0.3813 - r_coeff: -3.4033e+00 - val_loss: 0.1046 - val_success_ratio: 0.4700 - val_r_coeff: -2.5447e+00
Epoch 86/4000
0s - loss: 0.1335 - success_ratio: 0.3813 - r_coeff: -3.3867e+00 - val_loss: 0.1042 - val_success_ratio: 0.4700 - val_r_coeff: -2.5314e+00
Epoch 87/4000
0s - loss: 0.1330 - success_ratio: 0.3813 - r_coeff: -3.3702e+00 - val_loss: 0.1038 - val_success_ratio: 0.4700 - val_r_coeff: -2.5182e+00
Epoch 88/4000
0s - loss: 0.1325 - success_ratio: 0.3813 - r_coeff: -3.3537e+00 - val_loss: 0.1034 - val_success_ratio: 0.4700 - val_r_coeff: -2.5050e+00
Epoch 89/4000
0s - loss: 0.1320 - success_ratio: 0.3813 - r_coeff: -3.3373e+00 - val_loss: 0.1030 - val_success_ratio: 0.4700 - val_r_coeff: -2.4919e+00
Epoch 90/4000
0s - loss: 0.1315 - success_ratio: 0.3813 - r_coeff: -3.3210e+00 - val_loss: 0.1026 - val_success_ratio: 0.4700 - val_r_coeff: -2.4788e+00
Epoch 91/4000
0s - loss: 0.1310 - success_ratio: 0.3813 - r_coeff: -3.3047e+00 - val_loss: 0.1022 - val_success_ratio: 0.4700 - val_r_coeff: -2.4658e+00
Epoch 92/4000
0s - loss: 0.1305 - success_ratio: 0.3813 - r_coeff: -3.2884e+00 - val_loss: 0.1019 - val_success_ratio: 0.4700 - val_r_coeff: -2.4528e+00
Epoch 93/4000
0s - loss: 0.1301 - success_ratio: 0.3813 - r_coeff: -3.2722e+00 - val_loss: 0.1015 - val_success_ratio: 0.4700 - val_r_coeff: -2.4399e+00
Epoch 94/4000
0s - loss: 0.1296 - success_ratio: 0.3813 - r_coeff: -3.2561e+00 - val_loss: 0.1011 - val_success_ratio: 0.4700 - val_r_coeff: -2.4270e+00
Epoch 95/4000
0s - loss: 0.1291 - success_ratio: 0.3813 - r_coeff: -3.2400e+00 - val_loss: 0.1007 - val_success_ratio: 0.4700 - val_r_coeff: -2.4142e+00
Epoch 96/4000
0s - loss: 0.1286 - success_ratio: 0.3813 - r_coeff: -3.2240e+00 - val_loss: 0.1003 - val_success_ratio: 0.4700 - val_r_coeff: -2.4014e+00
Epoch 97/4000
0s - loss: 0.1281 - success_ratio: 0.3813 - r_coeff: -3.2081e+00 - val_loss: 0.1000 - val_success_ratio: 0.4700 - val_r_coeff: -2.3887e+00
Epoch 98/4000
0s - loss: 0.1276 - success_ratio: 0.3813 - r_coeff: -3.1922e+00 - val_loss: 0.0996 - val_success_ratio: 0.4700 - val_r_coeff: -2.3760e+00
Epoch 99/4000
0s - loss: 0.1271 - success_ratio: 0.3813 - r_coeff: -3.1763e+00 - val_loss: 0.0992 - val_success_ratio: 0.4700 - val_r_coeff: -2.3634e+00
Epoch 100/4000
0s - loss: 0.1266 - success_ratio: 0.3813 - r_coeff: -3.1605e+00 - val_loss: 0.0989 - val_success_ratio: 0.4700 - val_r_coeff: -2.3509e+00
Epoch 101/4000
0s - loss: 0.1262 - success_ratio: 0.3813 - r_coeff: -3.1448e+00 - val_loss: 0.0985 - val_success_ratio: 0.4700 - val_r_coeff: -2.3384e+00
Epoch 102/4000
0s - loss: 0.1257 - success_ratio: 0.3813 - r_coeff: -3.1291e+00 - val_loss: 0.0981 - val_success_ratio: 0.4700 - val_r_coeff: -2.3259e+00
Epoch 103/4000
0s - loss: 0.1252 - success_ratio: 0.3813 - r_coeff: -3.1135e+00 - val_loss: 0.0977 - val_success_ratio: 0.4700 - val_r_coeff: -2.3136e+00
Epoch 104/4000
0s - loss: 0.1247 - success_ratio: 0.3813 - r_coeff: -3.0979e+00 - val_loss: 0.0974 - val_success_ratio: 0.4700 - val_r_coeff: -2.3012e+00
Epoch 105/4000
0s - loss: 0.1243 - success_ratio: 0.3813 - r_coeff: -3.0824e+00 - val_loss: 0.0970 - val_success_ratio: 0.4700 - val_r_coeff: -2.2889e+00
Epoch 106/4000
0s - loss: 0.1238 - success_ratio: 0.3813 - r_coeff: -3.0670e+00 - val_loss: 0.0967 - val_success_ratio: 0.4700 - val_r_coeff: -2.2767e+00
Epoch 107/4000
0s - loss: 0.1233 - success_ratio: 0.3813 - r_coeff: -3.0516e+00 - val_loss: 0.0963 - val_success_ratio: 0.4700 - val_r_coeff: -2.2645e+00
Epoch 108/4000
0s - loss: 0.1229 - success_ratio: 0.3813 - r_coeff: -3.0362e+00 - val_loss: 0.0959 - val_success_ratio: 0.4700 - val_r_coeff: -2.2524e+00
Epoch 109/4000
0s - loss: 0.1224 - success_ratio: 0.3813 - r_coeff: -3.0210e+00 - val_loss: 0.0956 - val_success_ratio: 0.4700 - val_r_coeff: -2.2403e+00
Epoch 110/4000
0s - loss: 0.1219 - success_ratio: 0.3813 - r_coeff: -3.0057e+00 - val_loss: 0.0952 - val_success_ratio: 0.4700 - val_r_coeff: -2.2282e+00
Epoch 111/4000
0s - loss: 0.1215 - success_ratio: 0.3813 - r_coeff: -2.9906e+00 - val_loss: 0.0949 - val_success_ratio: 0.4700 - val_r_coeff: -2.2163e+00
Epoch 112/4000
0s - loss: 0.1210 - success_ratio: 0.3813 - r_coeff: -2.9754e+00 - val_loss: 0.0945 - val_success_ratio: 0.4700 - val_r_coeff: -2.2043e+00
Epoch 113/4000
0s - loss: 0.1206 - success_ratio: 0.3813 - r_coeff: -2.9604e+00 - val_loss: 0.0942 - val_success_ratio: 0.4700 - val_r_coeff: -2.1924e+00
Epoch 114/4000
0s - loss: 0.1201 - success_ratio: 0.3813 - r_coeff: -2.9454e+00 - val_loss: 0.0938 - val_success_ratio: 0.4700 - val_r_coeff: -2.1806e+00
Epoch 115/4000
0s - loss: 0.1196 - success_ratio: 0.3813 - r_coeff: -2.9304e+00 - val_loss: 0.0935 - val_success_ratio: 0.4700 - val_r_coeff: -2.1688e+00
Epoch 116/4000
0s - loss: 0.1192 - success_ratio: 0.3813 - r_coeff: -2.9155e+00 - val_loss: 0.0931 - val_success_ratio: 0.4700 - val_r_coeff: -2.1571e+00
Epoch 117/4000
0s - loss: 0.1187 - success_ratio: 0.3813 - r_coeff: -2.9007e+00 - val_loss: 0.0928 - val_success_ratio: 0.4700 - val_r_coeff: -2.1454e+00
Epoch 118/4000
0s - loss: 0.1183 - success_ratio: 0.3838 - r_coeff: -2.8859e+00 - val_loss: 0.0924 - val_success_ratio: 0.4700 - val_r_coeff: -2.1338e+00
Epoch 119/4000
0s - loss: 0.1178 - success_ratio: 0.3838 - r_coeff: -2.8712e+00 - val_loss: 0.0921 - val_success_ratio: 0.4700 - val_r_coeff: -2.1222e+00
Epoch 120/4000
0s - loss: 0.1174 - success_ratio: 0.3838 - r_coeff: -2.8565e+00 - val_loss: 0.0918 - val_success_ratio: 0.4700 - val_r_coeff: -2.1106e+00
Epoch 121/4000
0s - loss: 0.1170 - success_ratio: 0.3838 - r_coeff: -2.8419e+00 - val_loss: 0.0914 - val_success_ratio: 0.4700 - val_r_coeff: -2.0991e+00
Epoch 122/4000
0s - loss: 0.1165 - success_ratio: 0.3838 - r_coeff: -2.8273e+00 - val_loss: 0.0911 - val_success_ratio: 0.4700 - val_r_coeff: -2.0877e+00
Epoch 123/4000
0s - loss: 0.1161 - success_ratio: 0.3838 - r_coeff: -2.8128e+00 - val_loss: 0.0908 - val_success_ratio: 0.4700 - val_r_coeff: -2.0763e+00
Epoch 124/4000
0s - loss: 0.1156 - success_ratio: 0.3838 - r_coeff: -2.7984e+00 - val_loss: 0.0904 - val_success_ratio: 0.4700 - val_r_coeff: -2.0650e+00
Epoch 125/4000
0s - loss: 0.1152 - success_ratio: 0.3864 - r_coeff: -2.7840e+00 - val_loss: 0.0901 - val_success_ratio: 0.4700 - val_r_coeff: -2.0537e+00
Epoch 126/4000
0s - loss: 0.1148 - success_ratio: 0.3864 - r_coeff: -2.7696e+00 - val_loss: 0.0898 - val_success_ratio: 0.4700 - val_r_coeff: -2.0424e+00
Epoch 127/4000
0s - loss: 0.1143 - success_ratio: 0.3864 - r_coeff: -2.7554e+00 - val_loss: 0.0894 - val_success_ratio: 0.4800 - val_r_coeff: -2.0312e+00
Epoch 128/4000
0s - loss: 0.1139 - success_ratio: 0.3864 - r_coeff: -2.7411e+00 - val_loss: 0.0891 - val_success_ratio: 0.4800 - val_r_coeff: -2.0201e+00
Epoch 129/4000
0s - loss: 0.1135 - success_ratio: 0.3864 - r_coeff: -2.7270e+00 - val_loss: 0.0888 - val_success_ratio: 0.4800 - val_r_coeff: -2.0090e+00
Epoch 130/4000
0s - loss: 0.1130 - success_ratio: 0.3864 - r_coeff: -2.7128e+00 - val_loss: 0.0884 - val_success_ratio: 0.4800 - val_r_coeff: -1.9979e+00
Epoch 131/4000
0s - loss: 0.1126 - success_ratio: 0.3864 - r_coeff: -2.6988e+00 - val_loss: 0.0881 - val_success_ratio: 0.4800 - val_r_coeff: -1.9870e+00
Epoch 132/4000
0s - loss: 0.1122 - success_ratio: 0.3864 - r_coeff: -2.6848e+00 - val_loss: 0.0878 - val_success_ratio: 0.4800 - val_r_coeff: -1.9760e+00
Epoch 133/4000
0s - loss: 0.1117 - success_ratio: 0.3864 - r_coeff: -2.6708e+00 - val_loss: 0.0875 - val_success_ratio: 0.4800 - val_r_coeff: -1.9651e+00
Epoch 134/4000
0s - loss: 0.1113 - success_ratio: 0.3889 - r_coeff: -2.6569e+00 - val_loss: 0.0872 - val_success_ratio: 0.4800 - val_r_coeff: -1.9543e+00
Epoch 135/4000
0s - loss: 0.1109 - success_ratio: 0.3889 - r_coeff: -2.6431e+00 - val_loss: 0.0868 - val_success_ratio: 0.4800 - val_r_coeff: -1.9434e+00
Epoch 136/4000
0s - loss: 0.1105 - success_ratio: 0.3889 - r_coeff: -2.6293e+00 - val_loss: 0.0865 - val_success_ratio: 0.4800 - val_r_coeff: -1.9327e+00
Epoch 137/4000
0s - loss: 0.1101 - success_ratio: 0.3889 - r_coeff: -2.6155e+00 - val_loss: 0.0862 - val_success_ratio: 0.4800 - val_r_coeff: -1.9220e+00
Epoch 138/4000
0s - loss: 0.1096 - success_ratio: 0.3889 - r_coeff: -2.6019e+00 - val_loss: 0.0859 - val_success_ratio: 0.4800 - val_r_coeff: -1.9113e+00
Epoch 139/4000
0s - loss: 0.1092 - success_ratio: 0.3889 - r_coeff: -2.5882e+00 - val_loss: 0.0856 - val_success_ratio: 0.4800 - val_r_coeff: -1.9007e+00
Epoch 140/4000
0s - loss: 0.1088 - success_ratio: 0.3889 - r_coeff: -2.5747e+00 - val_loss: 0.0853 - val_success_ratio: 0.4800 - val_r_coeff: -1.8902e+00
Epoch 141/4000
0s - loss: 0.1084 - success_ratio: 0.3889 - r_coeff: -2.5611e+00 - val_loss: 0.0849 - val_success_ratio: 0.4800 - val_r_coeff: -1.8796e+00
Epoch 142/4000
0s - loss: 0.1080 - success_ratio: 0.3889 - r_coeff: -2.5477e+00 - val_loss: 0.0846 - val_success_ratio: 0.4800 - val_r_coeff: -1.8692e+00
Epoch 143/4000
0s - loss: 0.1076 - success_ratio: 0.3889 - r_coeff: -2.5343e+00 - val_loss: 0.0843 - val_success_ratio: 0.4800 - val_r_coeff: -1.8588e+00
Epoch 144/4000
0s - loss: 0.1072 - success_ratio: 0.3889 - r_coeff: -2.5209e+00 - val_loss: 0.0840 - val_success_ratio: 0.4800 - val_r_coeff: -1.8484e+00
Epoch 145/4000
0s - loss: 0.1068 - success_ratio: 0.3889 - r_coeff: -2.5076e+00 - val_loss: 0.0837 - val_success_ratio: 0.4800 - val_r_coeff: -1.8381e+00
Epoch 146/4000
0s - loss: 0.1064 - success_ratio: 0.3889 - r_coeff: -2.4944e+00 - val_loss: 0.0834 - val_success_ratio: 0.4800 - val_r_coeff: -1.8278e+00
Epoch 147/4000
0s - loss: 0.1060 - success_ratio: 0.3889 - r_coeff: -2.4812e+00 - val_loss: 0.0831 - val_success_ratio: 0.4800 - val_r_coeff: -1.8176e+00
Epoch 148/4000
0s - loss: 0.1056 - success_ratio: 0.3889 - r_coeff: -2.4680e+00 - val_loss: 0.0828 - val_success_ratio: 0.4800 - val_r_coeff: -1.8074e+00
Epoch 149/4000
0s - loss: 0.1052 - success_ratio: 0.3889 - r_coeff: -2.4550e+00 - val_loss: 0.0825 - val_success_ratio: 0.4800 - val_r_coeff: -1.7973e+00
Epoch 150/4000
0s - loss: 0.1048 - success_ratio: 0.3889 - r_coeff: -2.4419e+00 - val_loss: 0.0822 - val_success_ratio: 0.4800 - val_r_coeff: -1.7872e+00
Epoch 151/4000
0s - loss: 0.1044 - success_ratio: 0.3889 - r_coeff: -2.4290e+00 - val_loss: 0.0819 - val_success_ratio: 0.4800 - val_r_coeff: -1.7771e+00
Epoch 152/4000
0s - loss: 0.1040 - success_ratio: 0.3889 - r_coeff: -2.4160e+00 - val_loss: 0.0816 - val_success_ratio: 0.4700 - val_r_coeff: -1.7671e+00
Epoch 153/4000
0s - loss: 0.1036 - success_ratio: 0.3889 - r_coeff: -2.4032e+00 - val_loss: 0.0813 - val_success_ratio: 0.4700 - val_r_coeff: -1.7572e+00
Epoch 154/4000
0s - loss: 0.1032 - success_ratio: 0.3889 - r_coeff: -2.3904e+00 - val_loss: 0.0810 - val_success_ratio: 0.4700 - val_r_coeff: -1.7473e+00
Epoch 155/4000
0s - loss: 0.1028 - success_ratio: 0.3889 - r_coeff: -2.3776e+00 - val_loss: 0.0808 - val_success_ratio: 0.4700 - val_r_coeff: -1.7374e+00
Epoch 156/4000
0s - loss: 0.1024 - success_ratio: 0.3889 - r_coeff: -2.3649e+00 - val_loss: 0.0805 - val_success_ratio: 0.4700 - val_r_coeff: -1.7276e+00
Epoch 157/4000
0s - loss: 0.1020 - success_ratio: 0.3889 - r_coeff: -2.3523e+00 - val_loss: 0.0802 - val_success_ratio: 0.4700 - val_r_coeff: -1.7179e+00
Epoch 158/4000
0s - loss: 0.1017 - success_ratio: 0.3889 - r_coeff: -2.3397e+00 - val_loss: 0.0799 - val_success_ratio: 0.4700 - val_r_coeff: -1.7082e+00
Epoch 159/4000
0s - loss: 0.1013 - success_ratio: 0.3889 - r_coeff: -2.3271e+00 - val_loss: 0.0796 - val_success_ratio: 0.4700 - val_r_coeff: -1.6985e+00
Epoch 160/4000
0s - loss: 0.1009 - success_ratio: 0.3889 - r_coeff: -2.3146e+00 - val_loss: 0.0793 - val_success_ratio: 0.4700 - val_r_coeff: -1.6889e+00
Epoch 161/4000
0s - loss: 0.1005 - success_ratio: 0.3889 - r_coeff: -2.3022e+00 - val_loss: 0.0790 - val_success_ratio: 0.4700 - val_r_coeff: -1.6793e+00
Epoch 162/4000
0s - loss: 0.1001 - success_ratio: 0.3889 - r_coeff: -2.2898e+00 - val_loss: 0.0788 - val_success_ratio: 0.4700 - val_r_coeff: -1.6698e+00
Epoch 163/4000
0s - loss: 0.0998 - success_ratio: 0.3889 - r_coeff: -2.2775e+00 - val_loss: 0.0785 - val_success_ratio: 0.4700 - val_r_coeff: -1.6603e+00
Epoch 164/4000
0s - loss: 0.0994 - success_ratio: 0.3889 - r_coeff: -2.2652e+00 - val_loss: 0.0782 - val_success_ratio: 0.4700 - val_r_coeff: -1.6509e+00
Epoch 165/4000
0s - loss: 0.0990 - success_ratio: 0.3914 - r_coeff: -2.2530e+00 - val_loss: 0.0779 - val_success_ratio: 0.4700 - val_r_coeff: -1.6415e+00
Epoch 166/4000
0s - loss: 0.0987 - success_ratio: 0.3914 - r_coeff: -2.2408e+00 - val_loss: 0.0776 - val_success_ratio: 0.4700 - val_r_coeff: -1.6321e+00
Epoch 167/4000
0s - loss: 0.0983 - success_ratio: 0.3914 - r_coeff: -2.2287e+00 - val_loss: 0.0774 - val_success_ratio: 0.4700 - val_r_coeff: -1.6228e+00
Epoch 168/4000
0s - loss: 0.0979 - success_ratio: 0.3914 - r_coeff: -2.2167e+00 - val_loss: 0.0771 - val_success_ratio: 0.4700 - val_r_coeff: -1.6136e+00
Epoch 169/4000
0s - loss: 0.0976 - success_ratio: 0.3914 - r_coeff: -2.2047e+00 - val_loss: 0.0768 - val_success_ratio: 0.4700 - val_r_coeff: -1.6044e+00
Epoch 170/4000
0s - loss: 0.0972 - success_ratio: 0.3914 - r_coeff: -2.1927e+00 - val_loss: 0.0766 - val_success_ratio: 0.4700 - val_r_coeff: -1.5952e+00
Epoch 171/4000
0s - loss: 0.0968 - success_ratio: 0.3914 - r_coeff: -2.1808e+00 - val_loss: 0.0763 - val_success_ratio: 0.4700 - val_r_coeff: -1.5861e+00
Epoch 172/4000
0s - loss: 0.0965 - success_ratio: 0.3914 - r_coeff: -2.1689e+00 - val_loss: 0.0760 - val_success_ratio: 0.4700 - val_r_coeff: -1.5770e+00
Epoch 173/4000
0s - loss: 0.0961 - success_ratio: 0.3914 - r_coeff: -2.1572e+00 - val_loss: 0.0758 - val_success_ratio: 0.4700 - val_r_coeff: -1.5680e+00
Epoch 174/4000
0s - loss: 0.0957 - success_ratio: 0.3914 - r_coeff: -2.1454e+00 - val_loss: 0.0755 - val_success_ratio: 0.4700 - val_r_coeff: -1.5590e+00
Epoch 175/4000
0s - loss: 0.0954 - success_ratio: 0.3914 - r_coeff: -2.1337e+00 - val_loss: 0.0752 - val_success_ratio: 0.4700 - val_r_coeff: -1.5501e+00
Epoch 176/4000
0s - loss: 0.0950 - success_ratio: 0.3914 - r_coeff: -2.1221e+00 - val_loss: 0.0750 - val_success_ratio: 0.4700 - val_r_coeff: -1.5412e+00
Epoch 177/4000
0s - loss: 0.0947 - success_ratio: 0.3914 - r_coeff: -2.1105e+00 - val_loss: 0.0747 - val_success_ratio: 0.4700 - val_r_coeff: -1.5323e+00
Epoch 178/4000
0s - loss: 0.0943 - success_ratio: 0.3914 - r_coeff: -2.0990e+00 - val_loss: 0.0744 - val_success_ratio: 0.4700 - val_r_coeff: -1.5235e+00
Epoch 179/4000
0s - loss: 0.0940 - success_ratio: 0.3914 - r_coeff: -2.0875e+00 - val_loss: 0.0742 - val_success_ratio: 0.4700 - val_r_coeff: -1.5148e+00
Epoch 180/4000
0s - loss: 0.0936 - success_ratio: 0.3914 - r_coeff: -2.0760e+00 - val_loss: 0.0739 - val_success_ratio: 0.4700 - val_r_coeff: -1.5061e+00
Epoch 181/4000
0s - loss: 0.0933 - success_ratio: 0.3914 - r_coeff: -2.0647e+00 - val_loss: 0.0737 - val_success_ratio: 0.4700 - val_r_coeff: -1.4974e+00
Epoch 182/4000
0s - loss: 0.0929 - success_ratio: 0.3914 - r_coeff: -2.0533e+00 - val_loss: 0.0734 - val_success_ratio: 0.4700 - val_r_coeff: -1.4888e+00
Epoch 183/4000
0s - loss: 0.0926 - success_ratio: 0.3914 - r_coeff: -2.0421e+00 - val_loss: 0.0732 - val_success_ratio: 0.4700 - val_r_coeff: -1.4802e+00
Epoch 184/4000
0s - loss: 0.0923 - success_ratio: 0.3914 - r_coeff: -2.0308e+00 - val_loss: 0.0729 - val_success_ratio: 0.4700 - val_r_coeff: -1.4716e+00
Epoch 185/4000
0s - loss: 0.0919 - success_ratio: 0.3939 - r_coeff: -2.0197e+00 - val_loss: 0.0727 - val_success_ratio: 0.4700 - val_r_coeff: -1.4631e+00
Epoch 186/4000
0s - loss: 0.0916 - success_ratio: 0.3939 - r_coeff: -2.0086e+00 - val_loss: 0.0724 - val_success_ratio: 0.4700 - val_r_coeff: -1.4547e+00
Epoch 187/4000
0s - loss: 0.0912 - success_ratio: 0.3939 - r_coeff: -1.9975e+00 - val_loss: 0.0722 - val_success_ratio: 0.4700 - val_r_coeff: -1.4463e+00
Epoch 188/4000
0s - loss: 0.0909 - success_ratio: 0.3939 - r_coeff: -1.9865e+00 - val_loss: 0.0719 - val_success_ratio: 0.4700 - val_r_coeff: -1.4379e+00
Epoch 189/4000
0s - loss: 0.0906 - success_ratio: 0.3939 - r_coeff: -1.9755e+00 - val_loss: 0.0717 - val_success_ratio: 0.4700 - val_r_coeff: -1.4296e+00
Epoch 190/4000
0s - loss: 0.0902 - success_ratio: 0.3939 - r_coeff: -1.9646e+00 - val_loss: 0.0714 - val_success_ratio: 0.4700 - val_r_coeff: -1.4213e+00
Epoch 191/4000
0s - loss: 0.0899 - success_ratio: 0.3939 - r_coeff: -1.9537e+00 - val_loss: 0.0712 - val_success_ratio: 0.4700 - val_r_coeff: -1.4131e+00
Epoch 192/4000
0s - loss: 0.0896 - success_ratio: 0.3939 - r_coeff: -1.9429e+00 - val_loss: 0.0709 - val_success_ratio: 0.4700 - val_r_coeff: -1.4049e+00
Epoch 193/4000
0s - loss: 0.0893 - success_ratio: 0.3939 - r_coeff: -1.9321e+00 - val_loss: 0.0707 - val_success_ratio: 0.4700 - val_r_coeff: -1.3967e+00
Epoch 194/4000
0s - loss: 0.0889 - success_ratio: 0.3939 - r_coeff: -1.9214e+00 - val_loss: 0.0705 - val_success_ratio: 0.4700 - val_r_coeff: -1.3886e+00
Epoch 195/4000
0s - loss: 0.0886 - success_ratio: 0.3939 - r_coeff: -1.9108e+00 - val_loss: 0.0702 - val_success_ratio: 0.4700 - val_r_coeff: -1.3805e+00
Epoch 196/4000
0s - loss: 0.0883 - success_ratio: 0.3939 - r_coeff: -1.9002e+00 - val_loss: 0.0700 - val_success_ratio: 0.4700 - val_r_coeff: -1.3725e+00
Epoch 197/4000
0s - loss: 0.0880 - success_ratio: 0.3939 - r_coeff: -1.8896e+00 - val_loss: 0.0698 - val_success_ratio: 0.4700 - val_r_coeff: -1.3645e+00
Epoch 198/4000
0s - loss: 0.0876 - success_ratio: 0.3939 - r_coeff: -1.8791e+00 - val_loss: 0.0695 - val_success_ratio: 0.4700 - val_r_coeff: -1.3566e+00
Epoch 199/4000
0s - loss: 0.0873 - success_ratio: 0.3939 - r_coeff: -1.8686e+00 - val_loss: 0.0693 - val_success_ratio: 0.4700 - val_r_coeff: -1.3487e+00
Epoch 200/4000
0s - loss: 0.0870 - success_ratio: 0.3939 - r_coeff: -1.8582e+00 - val_loss: 0.0691 - val_success_ratio: 0.4700 - val_r_coeff: -1.3408e+00
Epoch 201/4000
0s - loss: 0.0867 - success_ratio: 0.3939 - r_coeff: -1.8478e+00 - val_loss: 0.0688 - val_success_ratio: 0.4700 - val_r_coeff: -1.3330e+00
Epoch 202/4000
0s - loss: 0.0864 - success_ratio: 0.3939 - r_coeff: -1.8375e+00 - val_loss: 0.0686 - val_success_ratio: 0.4700 - val_r_coeff: -1.3252e+00
Epoch 203/4000
0s - loss: 0.0861 - success_ratio: 0.3939 - r_coeff: -1.8273e+00 - val_loss: 0.0684 - val_success_ratio: 0.4700 - val_r_coeff: -1.3175e+00
Epoch 204/4000
0s - loss: 0.0858 - success_ratio: 0.3939 - r_coeff: -1.8170e+00 - val_loss: 0.0681 - val_success_ratio: 0.4700 - val_r_coeff: -1.3098e+00
Epoch 205/4000
0s - loss: 0.0854 - success_ratio: 0.3939 - r_coeff: -1.8069e+00 - val_loss: 0.0679 - val_success_ratio: 0.4700 - val_r_coeff: -1.3021e+00
Epoch 206/4000
0s - loss: 0.0851 - success_ratio: 0.3939 - r_coeff: -1.7968e+00 - val_loss: 0.0677 - val_success_ratio: 0.4700 - val_r_coeff: -1.2945e+00
Epoch 207/4000
0s - loss: 0.0848 - success_ratio: 0.3914 - r_coeff: -1.7867e+00 - val_loss: 0.0675 - val_success_ratio: 0.4700 - val_r_coeff: -1.2869e+00
Epoch 208/4000
0s - loss: 0.0845 - success_ratio: 0.3914 - r_coeff: -1.7767e+00 - val_loss: 0.0672 - val_success_ratio: 0.4700 - val_r_coeff: -1.2794e+00
Epoch 209/4000
0s - loss: 0.0842 - success_ratio: 0.3914 - r_coeff: -1.7667e+00 - val_loss: 0.0670 - val_success_ratio: 0.4700 - val_r_coeff: -1.2719e+00
Epoch 210/4000
0s - loss: 0.0839 - success_ratio: 0.3914 - r_coeff: -1.7568e+00 - val_loss: 0.0668 - val_success_ratio: 0.4700 - val_r_coeff: -1.2645e+00
Epoch 211/4000
0s - loss: 0.0836 - success_ratio: 0.3914 - r_coeff: -1.7469e+00 - val_loss: 0.0666 - val_success_ratio: 0.4700 - val_r_coeff: -1.2570e+00
Epoch 212/4000
0s - loss: 0.0833 - success_ratio: 0.3914 - r_coeff: -1.7371e+00 - val_loss: 0.0664 - val_success_ratio: 0.4700 - val_r_coeff: -1.2497e+00
Epoch 213/4000
0s - loss: 0.0830 - success_ratio: 0.3914 - r_coeff: -1.7273e+00 - val_loss: 0.0661 - val_success_ratio: 0.4700 - val_r_coeff: -1.2423e+00
Epoch 214/4000
0s - loss: 0.0827 - success_ratio: 0.3914 - r_coeff: -1.7176e+00 - val_loss: 0.0659 - val_success_ratio: 0.4700 - val_r_coeff: -1.2350e+00
Epoch 215/4000
0s - loss: 0.0824 - success_ratio: 0.3914 - r_coeff: -1.7079e+00 - val_loss: 0.0657 - val_success_ratio: 0.4700 - val_r_coeff: -1.2278e+00
Epoch 216/4000
0s - loss: 0.0821 - success_ratio: 0.3889 - r_coeff: -1.6982e+00 - val_loss: 0.0655 - val_success_ratio: 0.4700 - val_r_coeff: -1.2206e+00
Epoch 217/4000
0s - loss: 0.0818 - success_ratio: 0.3889 - r_coeff: -1.6886e+00 - val_loss: 0.0653 - val_success_ratio: 0.4700 - val_r_coeff: -1.2134e+00
Epoch 218/4000
0s - loss: 0.0816 - success_ratio: 0.3889 - r_coeff: -1.6791e+00 - val_loss: 0.0651 - val_success_ratio: 0.4700 - val_r_coeff: -1.2062e+00
Epoch 219/4000
0s - loss: 0.0813 - success_ratio: 0.3889 - r_coeff: -1.6696e+00 - val_loss: 0.0649 - val_success_ratio: 0.4700 - val_r_coeff: -1.1991e+00
Epoch 220/4000
0s - loss: 0.0810 - success_ratio: 0.3889 - r_coeff: -1.6602e+00 - val_loss: 0.0647 - val_success_ratio: 0.4700 - val_r_coeff: -1.1921e+00
Epoch 221/4000
0s - loss: 0.0807 - success_ratio: 0.3889 - r_coeff: -1.6507e+00 - val_loss: 0.0645 - val_success_ratio: 0.4700 - val_r_coeff: -1.1850e+00
Epoch 222/4000
0s - loss: 0.0804 - success_ratio: 0.3914 - r_coeff: -1.6414e+00 - val_loss: 0.0643 - val_success_ratio: 0.4700 - val_r_coeff: -1.1781e+00
Epoch 223/4000
0s - loss: 0.0801 - success_ratio: 0.3914 - r_coeff: -1.6321e+00 - val_loss: 0.0640 - val_success_ratio: 0.4700 - val_r_coeff: -1.1711e+00
Epoch 224/4000
0s - loss: 0.0798 - success_ratio: 0.3914 - r_coeff: -1.6228e+00 - val_loss: 0.0638 - val_success_ratio: 0.4700 - val_r_coeff: -1.1642e+00
Epoch 225/4000
0s - loss: 0.0796 - success_ratio: 0.3914 - r_coeff: -1.6136e+00 - val_loss: 0.0636 - val_success_ratio: 0.4700 - val_r_coeff: -1.1573e+00
Epoch 226/4000
0s - loss: 0.0793 - success_ratio: 0.3914 - r_coeff: -1.6044e+00 - val_loss: 0.0634 - val_success_ratio: 0.4700 - val_r_coeff: -1.1505e+00
Epoch 227/4000
0s - loss: 0.0790 - success_ratio: 0.3914 - r_coeff: -1.5953e+00 - val_loss: 0.0632 - val_success_ratio: 0.4700 - val_r_coeff: -1.1437e+00
Epoch 228/4000
0s - loss: 0.0787 - success_ratio: 0.3914 - r_coeff: -1.5862e+00 - val_loss: 0.0630 - val_success_ratio: 0.4700 - val_r_coeff: -1.1369e+00
Epoch 229/4000
0s - loss: 0.0785 - success_ratio: 0.3889 - r_coeff: -1.5772e+00 - val_loss: 0.0628 - val_success_ratio: 0.4700 - val_r_coeff: -1.1302e+00
Epoch 230/4000
0s - loss: 0.0782 - success_ratio: 0.3889 - r_coeff: -1.5682e+00 - val_loss: 0.0626 - val_success_ratio: 0.4700 - val_r_coeff: -1.1235e+00
Epoch 231/4000
0s - loss: 0.0779 - success_ratio: 0.3889 - r_coeff: -1.5592e+00 - val_loss: 0.0624 - val_success_ratio: 0.4700 - val_r_coeff: -1.1168e+00
Epoch 232/4000
0s - loss: 0.0776 - success_ratio: 0.3889 - r_coeff: -1.5503e+00 - val_loss: 0.0623 - val_success_ratio: 0.4700 - val_r_coeff: -1.1102e+00
Epoch 233/4000
0s - loss: 0.0774 - success_ratio: 0.3889 - r_coeff: -1.5415e+00 - val_loss: 0.0621 - val_success_ratio: 0.4700 - val_r_coeff: -1.1036e+00
Epoch 234/4000
0s - loss: 0.0771 - success_ratio: 0.3889 - r_coeff: -1.5326e+00 - val_loss: 0.0619 - val_success_ratio: 0.4700 - val_r_coeff: -1.0971e+00
Epoch 235/4000
0s - loss: 0.0768 - success_ratio: 0.3889 - r_coeff: -1.5239e+00 - val_loss: 0.0617 - val_success_ratio: 0.4700 - val_r_coeff: -1.0906e+00
Epoch 236/4000
0s - loss: 0.0766 - success_ratio: 0.3889 - r_coeff: -1.5151e+00 - val_loss: 0.0615 - val_success_ratio: 0.4700 - val_r_coeff: -1.0841e+00
Epoch 237/4000
0s - loss: 0.0763 - success_ratio: 0.3889 - r_coeff: -1.5064e+00 - val_loss: 0.0613 - val_success_ratio: 0.4700 - val_r_coeff: -1.0777e+00
Epoch 238/4000
0s - loss: 0.0760 - success_ratio: 0.3889 - r_coeff: -1.4978e+00 - val_loss: 0.0611 - val_success_ratio: 0.4700 - val_r_coeff: -1.0713e+00
Epoch 239/4000
0s - loss: 0.0758 - success_ratio: 0.3889 - r_coeff: -1.4892e+00 - val_loss: 0.0609 - val_success_ratio: 0.4700 - val_r_coeff: -1.0649e+00
Epoch 240/4000
0s - loss: 0.0755 - success_ratio: 0.3864 - r_coeff: -1.4806e+00 - val_loss: 0.0607 - val_success_ratio: 0.4700 - val_r_coeff: -1.0586e+00
Epoch 241/4000
0s - loss: 0.0753 - success_ratio: 0.3864 - r_coeff: -1.4721e+00 - val_loss: 0.0605 - val_success_ratio: 0.4700 - val_r_coeff: -1.0523e+00
Epoch 242/4000
0s - loss: 0.0750 - success_ratio: 0.3864 - r_coeff: -1.4637e+00 - val_loss: 0.0604 - val_success_ratio: 0.4700 - val_r_coeff: -1.0460e+00
Epoch 243/4000
0s - loss: 0.0747 - success_ratio: 0.3864 - r_coeff: -1.4552e+00 - val_loss: 0.0602 - val_success_ratio: 0.4700 - val_r_coeff: -1.0398e+00
Epoch 244/4000
0s - loss: 0.0745 - success_ratio: 0.3864 - r_coeff: -1.4468e+00 - val_loss: 0.0600 - val_success_ratio: 0.4700 - val_r_coeff: -1.0336e+00
Epoch 245/4000
0s - loss: 0.0742 - success_ratio: 0.3864 - r_coeff: -1.4385e+00 - val_loss: 0.0598 - val_success_ratio: 0.4700 - val_r_coeff: -1.0274e+00
Epoch 246/4000
0s - loss: 0.0740 - success_ratio: 0.3864 - r_coeff: -1.4302e+00 - val_loss: 0.0596 - val_success_ratio: 0.4700 - val_r_coeff: -1.0213e+00
Epoch 247/4000
0s - loss: 0.0737 - success_ratio: 0.3864 - r_coeff: -1.4219e+00 - val_loss: 0.0594 - val_success_ratio: 0.4700 - val_r_coeff: -1.0152e+00
Epoch 248/4000
0s - loss: 0.0735 - success_ratio: 0.3864 - r_coeff: -1.4137e+00 - val_loss: 0.0593 - val_success_ratio: 0.4700 - val_r_coeff: -1.0091e+00
Epoch 249/4000
0s - loss: 0.0732 - success_ratio: 0.3864 - r_coeff: -1.4055e+00 - val_loss: 0.0591 - val_success_ratio: 0.4700 - val_r_coeff: -1.0031e+00
Epoch 250/4000
0s - loss: 0.0730 - success_ratio: 0.3864 - r_coeff: -1.3974e+00 - val_loss: 0.0589 - val_success_ratio: 0.4700 - val_r_coeff: -9.9712e-01
Epoch 251/4000
0s - loss: 0.0727 - success_ratio: 0.3864 - r_coeff: -1.3893e+00 - val_loss: 0.0587 - val_success_ratio: 0.4700 - val_r_coeff: -9.9116e-01
Epoch 252/4000
0s - loss: 0.0725 - success_ratio: 0.3864 - r_coeff: -1.3813e+00 - val_loss: 0.0586 - val_success_ratio: 0.4700 - val_r_coeff: -9.8523e-01
Epoch 253/4000
0s - loss: 0.0722 - success_ratio: 0.3864 - r_coeff: -1.3732e+00 - val_loss: 0.0584 - val_success_ratio: 0.4700 - val_r_coeff: -9.7934e-01
Epoch 254/4000
0s - loss: 0.0720 - success_ratio: 0.3864 - r_coeff: -1.3653e+00 - val_loss: 0.0582 - val_success_ratio: 0.4700 - val_r_coeff: -9.7347e-01
Epoch 255/4000
0s - loss: 0.0718 - success_ratio: 0.3864 - r_coeff: -1.3573e+00 - val_loss: 0.0580 - val_success_ratio: 0.4700 - val_r_coeff: -9.6764e-01
Epoch 256/4000
0s - loss: 0.0715 - success_ratio: 0.3864 - r_coeff: -1.3494e+00 - val_loss: 0.0579 - val_success_ratio: 0.4700 - val_r_coeff: -9.6184e-01
Epoch 257/4000
0s - loss: 0.0713 - success_ratio: 0.3864 - r_coeff: -1.3416e+00 - val_loss: 0.0577 - val_success_ratio: 0.4700 - val_r_coeff: -9.5608e-01
Epoch 258/4000
0s - loss: 0.0710 - success_ratio: 0.3864 - r_coeff: -1.3338e+00 - val_loss: 0.0575 - val_success_ratio: 0.4700 - val_r_coeff: -9.5034e-01
Epoch 259/4000
0s - loss: 0.0708 - success_ratio: 0.3864 - r_coeff: -1.3260e+00 - val_loss: 0.0574 - val_success_ratio: 0.4700 - val_r_coeff: -9.4464e-01
Epoch 260/4000
0s - loss: 0.0706 - success_ratio: 0.3864 - r_coeff: -1.3183e+00 - val_loss: 0.0572 - val_success_ratio: 0.4700 - val_r_coeff: -9.3897e-01
Epoch 261/4000
0s - loss: 0.0703 - success_ratio: 0.3864 - r_coeff: -1.3106e+00 - val_loss: 0.0570 - val_success_ratio: 0.4700 - val_r_coeff: -9.3333e-01
Epoch 262/4000
0s - loss: 0.0701 - success_ratio: 0.3838 - r_coeff: -1.3029e+00 - val_loss: 0.0569 - val_success_ratio: 0.4700 - val_r_coeff: -9.2772e-01
Epoch 263/4000
0s - loss: 0.0699 - success_ratio: 0.3838 - r_coeff: -1.2953e+00 - val_loss: 0.0567 - val_success_ratio: 0.4700 - val_r_coeff: -9.2214e-01
Epoch 264/4000
0s - loss: 0.0696 - success_ratio: 0.3838 - r_coeff: -1.2877e+00 - val_loss: 0.0565 - val_success_ratio: 0.4700 - val_r_coeff: -9.1659e-01
Epoch 265/4000
0s - loss: 0.0694 - success_ratio: 0.3838 - r_coeff: -1.2802e+00 - val_loss: 0.0564 - val_success_ratio: 0.4700 - val_r_coeff: -9.1108e-01
Epoch 266/4000
0s - loss: 0.0692 - success_ratio: 0.3838 - r_coeff: -1.2726e+00 - val_loss: 0.0562 - val_success_ratio: 0.4700 - val_r_coeff: -9.0559e-01
Epoch 267/4000
0s - loss: 0.0690 - success_ratio: 0.3838 - r_coeff: -1.2652e+00 - val_loss: 0.0561 - val_success_ratio: 0.4700 - val_r_coeff: -9.0013e-01
Epoch 268/4000
0s - loss: 0.0687 - success_ratio: 0.3838 - r_coeff: -1.2577e+00 - val_loss: 0.0559 - val_success_ratio: 0.4700 - val_r_coeff: -8.9471e-01
Epoch 269/4000
0s - loss: 0.0685 - success_ratio: 0.3838 - r_coeff: -1.2504e+00 - val_loss: 0.0557 - val_success_ratio: 0.4700 - val_r_coeff: -8.8931e-01
Epoch 270/4000
0s - loss: 0.0683 - success_ratio: 0.3838 - r_coeff: -1.2430e+00 - val_loss: 0.0556 - val_success_ratio: 0.4700 - val_r_coeff: -8.8394e-01
Epoch 271/4000
0s - loss: 0.0681 - success_ratio: 0.3838 - r_coeff: -1.2357e+00 - val_loss: 0.0554 - val_success_ratio: 0.4700 - val_r_coeff: -8.7860e-01
Epoch 272/4000
0s - loss: 0.0678 - success_ratio: 0.3838 - r_coeff: -1.2284e+00 - val_loss: 0.0553 - val_success_ratio: 0.4700 - val_r_coeff: -8.7330e-01
Epoch 273/4000
0s - loss: 0.0676 - success_ratio: 0.3838 - r_coeff: -1.2211e+00 - val_loss: 0.0551 - val_success_ratio: 0.4700 - val_r_coeff: -8.6802e-01
Epoch 274/4000
0s - loss: 0.0674 - success_ratio: 0.3838 - r_coeff: -1.2139e+00 - val_loss: 0.0550 - val_success_ratio: 0.4700 - val_r_coeff: -8.6277e-01
Epoch 275/4000
0s - loss: 0.0672 - success_ratio: 0.3864 - r_coeff: -1.2068e+00 - val_loss: 0.0548 - val_success_ratio: 0.4700 - val_r_coeff: -8.5755e-01
Epoch 276/4000
0s - loss: 0.0670 - success_ratio: 0.3864 - r_coeff: -1.1996e+00 - val_loss: 0.0546 - val_success_ratio: 0.4700 - val_r_coeff: -8.5236e-01
Epoch 277/4000
0s - loss: 0.0667 - success_ratio: 0.3864 - r_coeff: -1.1925e+00 - val_loss: 0.0545 - val_success_ratio: 0.4700 - val_r_coeff: -8.4719e-01
Epoch 278/4000
0s - loss: 0.0665 - success_ratio: 0.3864 - r_coeff: -1.1855e+00 - val_loss: 0.0543 - val_success_ratio: 0.4700 - val_r_coeff: -8.4206e-01
Epoch 279/4000
0s - loss: 0.0663 - success_ratio: 0.3864 - r_coeff: -1.1784e+00 - val_loss: 0.0542 - val_success_ratio: 0.4700 - val_r_coeff: -8.3695e-01
Epoch 280/4000
0s - loss: 0.0661 - success_ratio: 0.3864 - r_coeff: -1.1714e+00 - val_loss: 0.0540 - val_success_ratio: 0.4700 - val_r_coeff: -8.3187e-01
Epoch 281/4000
0s - loss: 0.0659 - success_ratio: 0.3864 - r_coeff: -1.1645e+00 - val_loss: 0.0539 - val_success_ratio: 0.4700 - val_r_coeff: -8.2682e-01
Epoch 282/4000
0s - loss: 0.0657 - success_ratio: 0.3864 - r_coeff: -1.1576e+00 - val_loss: 0.0537 - val_success_ratio: 0.4700 - val_r_coeff: -8.2180e-01
Epoch 283/4000
0s - loss: 0.0655 - success_ratio: 0.3864 - r_coeff: -1.1507e+00 - val_loss: 0.0536 - val_success_ratio: 0.4700 - val_r_coeff: -8.1680e-01
Epoch 284/4000
0s - loss: 0.0653 - success_ratio: 0.3864 - r_coeff: -1.1438e+00 - val_loss: 0.0534 - val_success_ratio: 0.4700 - val_r_coeff: -8.1183e-01
Epoch 285/4000
0s - loss: 0.0651 - success_ratio: 0.3864 - r_coeff: -1.1370e+00 - val_loss: 0.0533 - val_success_ratio: 0.4700 - val_r_coeff: -8.0689e-01
Epoch 286/4000
0s - loss: 0.0648 - success_ratio: 0.3864 - r_coeff: -1.1302e+00 - val_loss: 0.0532 - val_success_ratio: 0.4700 - val_r_coeff: -8.0197e-01
Epoch 287/4000
0s - loss: 0.0646 - success_ratio: 0.3864 - r_coeff: -1.1234e+00 - val_loss: 0.0530 - val_success_ratio: 0.4700 - val_r_coeff: -7.9709e-01
Epoch 288/4000
0s - loss: 0.0644 - success_ratio: 0.3864 - r_coeff: -1.1167e+00 - val_loss: 0.0529 - val_success_ratio: 0.4700 - val_r_coeff: -7.9223e-01
Epoch 289/4000
0s - loss: 0.0642 - success_ratio: 0.3864 - r_coeff: -1.1100e+00 - val_loss: 0.0527 - val_success_ratio: 0.4700 - val_r_coeff: -7.8739e-01
Epoch 290/4000
0s - loss: 0.0640 - success_ratio: 0.3864 - r_coeff: -1.1034e+00 - val_loss: 0.0526 - val_success_ratio: 0.4700 - val_r_coeff: -7.8258e-01
Epoch 291/4000
0s - loss: 0.0638 - success_ratio: 0.3864 - r_coeff: -1.0968e+00 - val_loss: 0.0524 - val_success_ratio: 0.4700 - val_r_coeff: -7.7780e-01
Epoch 292/4000
0s - loss: 0.0636 - success_ratio: 0.3864 - r_coeff: -1.0902e+00 - val_loss: 0.0523 - val_success_ratio: 0.4700 - val_r_coeff: -7.7305e-01
Epoch 293/4000
0s - loss: 0.0634 - success_ratio: 0.3864 - r_coeff: -1.0836e+00 - val_loss: 0.0522 - val_success_ratio: 0.4700 - val_r_coeff: -7.6832e-01
Epoch 294/4000
0s - loss: 0.0632 - success_ratio: 0.3864 - r_coeff: -1.0771e+00 - val_loss: 0.0520 - val_success_ratio: 0.4700 - val_r_coeff: -7.6361e-01
Epoch 295/4000
0s - loss: 0.0630 - success_ratio: 0.3864 - r_coeff: -1.0706e+00 - val_loss: 0.0519 - val_success_ratio: 0.4700 - val_r_coeff: -7.5893e-01
Epoch 296/4000
0s - loss: 0.0628 - success_ratio: 0.3864 - r_coeff: -1.0641e+00 - val_loss: 0.0518 - val_success_ratio: 0.4700 - val_r_coeff: -7.5428e-01
Epoch 297/4000
0s - loss: 0.0626 - success_ratio: 0.3864 - r_coeff: -1.0577e+00 - val_loss: 0.0516 - val_success_ratio: 0.4700 - val_r_coeff: -7.4965e-01
Epoch 298/4000
0s - loss: 0.0624 - success_ratio: 0.3864 - r_coeff: -1.0513e+00 - val_loss: 0.0515 - val_success_ratio: 0.4700 - val_r_coeff: -7.4505e-01
Epoch 299/4000
0s - loss: 0.0623 - success_ratio: 0.3864 - r_coeff: -1.0450e+00 - val_loss: 0.0513 - val_success_ratio: 0.4700 - val_r_coeff: -7.4047e-01
Epoch 300/4000
0s - loss: 0.0621 - success_ratio: 0.3864 - r_coeff: -1.0386e+00 - val_loss: 0.0512 - val_success_ratio: 0.4700 - val_r_coeff: -7.3592e-01
Epoch 301/4000
0s - loss: 0.0619 - success_ratio: 0.3864 - r_coeff: -1.0323e+00 - val_loss: 0.0511 - val_success_ratio: 0.4700 - val_r_coeff: -7.3139e-01
Epoch 302/4000
0s - loss: 0.0617 - success_ratio: 0.3864 - r_coeff: -1.0261e+00 - val_loss: 0.0509 - val_success_ratio: 0.4700 - val_r_coeff: -7.2689e-01
Epoch 303/4000
0s - loss: 0.0615 - success_ratio: 0.3864 - r_coeff: -1.0198e+00 - val_loss: 0.0508 - val_success_ratio: 0.4700 - val_r_coeff: -7.2241e-01
Epoch 304/4000
0s - loss: 0.0613 - success_ratio: 0.3864 - r_coeff: -1.0136e+00 - val_loss: 0.0507 - val_success_ratio: 0.4700 - val_r_coeff: -7.1795e-01
Epoch 305/4000
0s - loss: 0.0611 - success_ratio: 0.3864 - r_coeff: -1.0074e+00 - val_loss: 0.0505 - val_success_ratio: 0.4700 - val_r_coeff: -7.1352e-01
Epoch 306/4000
0s - loss: 0.0609 - success_ratio: 0.3864 - r_coeff: -1.0013e+00 - val_loss: 0.0504 - val_success_ratio: 0.4700 - val_r_coeff: -7.0912e-01
Epoch 307/4000
0s - loss: 0.0607 - success_ratio: 0.3864 - r_coeff: -9.9518e-01 - val_loss: 0.0503 - val_success_ratio: 0.4700 - val_r_coeff: -7.0473e-01
Epoch 308/4000
0s - loss: 0.0605 - success_ratio: 0.3864 - r_coeff: -9.8909e-01 - val_loss: 0.0502 - val_success_ratio: 0.4700 - val_r_coeff: -7.0037e-01
Epoch 309/4000
0s - loss: 0.0604 - success_ratio: 0.3864 - r_coeff: -9.8304e-01 - val_loss: 0.0500 - val_success_ratio: 0.4700 - val_r_coeff: -6.9604e-01
Epoch 310/4000
0s - loss: 0.0602 - success_ratio: 0.3864 - r_coeff: -9.7701e-01 - val_loss: 0.0499 - val_success_ratio: 0.4700 - val_r_coeff: -6.9172e-01
Epoch 311/4000
0s - loss: 0.0600 - success_ratio: 0.3864 - r_coeff: -9.7101e-01 - val_loss: 0.0498 - val_success_ratio: 0.4700 - val_r_coeff: -6.8743e-01
Epoch 312/4000
0s - loss: 0.0598 - success_ratio: 0.3864 - r_coeff: -9.6505e-01 - val_loss: 0.0497 - val_success_ratio: 0.4700 - val_r_coeff: -6.8317e-01
Epoch 313/4000
0s - loss: 0.0596 - success_ratio: 0.3864 - r_coeff: -9.5911e-01 - val_loss: 0.0495 - val_success_ratio: 0.4700 - val_r_coeff: -6.7892e-01
Epoch 314/4000
0s - loss: 0.0595 - success_ratio: 0.3864 - r_coeff: -9.5320e-01 - val_loss: 0.0494 - val_success_ratio: 0.4700 - val_r_coeff: -6.7470e-01
Epoch 315/4000
0s - loss: 0.0593 - success_ratio: 0.3889 - r_coeff: -9.4731e-01 - val_loss: 0.0493 - val_success_ratio: 0.4700 - val_r_coeff: -6.7050e-01
Epoch 316/4000
0s - loss: 0.0591 - success_ratio: 0.3914 - r_coeff: -9.4146e-01 - val_loss: 0.0492 - val_success_ratio: 0.4700 - val_r_coeff: -6.6633e-01
Epoch 317/4000
0s - loss: 0.0589 - success_ratio: 0.3914 - r_coeff: -9.3564e-01 - val_loss: 0.0490 - val_success_ratio: 0.4700 - val_r_coeff: -6.6217e-01
Epoch 318/4000
0s - loss: 0.0587 - success_ratio: 0.3914 - r_coeff: -9.2984e-01 - val_loss: 0.0489 - val_success_ratio: 0.4700 - val_r_coeff: -6.5804e-01
Epoch 319/4000
0s - loss: 0.0586 - success_ratio: 0.3914 - r_coeff: -9.2407e-01 - val_loss: 0.0488 - val_success_ratio: 0.4700 - val_r_coeff: -6.5393e-01
Epoch 320/4000
0s - loss: 0.0584 - success_ratio: 0.3939 - r_coeff: -9.1833e-01 - val_loss: 0.0487 - val_success_ratio: 0.4700 - val_r_coeff: -6.4984e-01
Epoch 321/4000
0s - loss: 0.0582 - success_ratio: 0.3939 - r_coeff: -9.1262e-01 - val_loss: 0.0486 - val_success_ratio: 0.4700 - val_r_coeff: -6.4578e-01
Epoch 322/4000
0s - loss: 0.0580 - success_ratio: 0.3965 - r_coeff: -9.0693e-01 - val_loss: 0.0484 - val_success_ratio: 0.4600 - val_r_coeff: -6.4173e-01
Epoch 323/4000
0s - loss: 0.0579 - success_ratio: 0.3965 - r_coeff: -9.0128e-01 - val_loss: 0.0483 - val_success_ratio: 0.4600 - val_r_coeff: -6.3771e-01
Epoch 324/4000
0s - loss: 0.0577 - success_ratio: 0.3965 - r_coeff: -8.9565e-01 - val_loss: 0.0482 - val_success_ratio: 0.4600 - val_r_coeff: -6.3371e-01
Epoch 325/4000
0s - loss: 0.0575 - success_ratio: 0.3965 - r_coeff: -8.9004e-01 - val_loss: 0.0481 - val_success_ratio: 0.4600 - val_r_coeff: -6.2973e-01
Epoch 326/4000
0s - loss: 0.0574 - success_ratio: 0.3965 - r_coeff: -8.8447e-01 - val_loss: 0.0480 - val_success_ratio: 0.4600 - val_r_coeff: -6.2577e-01
Epoch 327/4000
0s - loss: 0.0572 - success_ratio: 0.3965 - r_coeff: -8.7892e-01 - val_loss: 0.0478 - val_success_ratio: 0.4600 - val_r_coeff: -6.2183e-01
Epoch 328/4000
0s - loss: 0.0570 - success_ratio: 0.3965 - r_coeff: -8.7339e-01 - val_loss: 0.0477 - val_success_ratio: 0.4600 - val_r_coeff: -6.1791e-01
Epoch 329/4000
0s - loss: 0.0569 - success_ratio: 0.3965 - r_coeff: -8.6790e-01 - val_loss: 0.0476 - val_success_ratio: 0.4600 - val_r_coeff: -6.1401e-01
Epoch 330/4000
0s - loss: 0.0567 - success_ratio: 0.3965 - r_coeff: -8.6243e-01 - val_loss: 0.0475 - val_success_ratio: 0.4600 - val_r_coeff: -6.1013e-01
Epoch 331/4000
0s - loss: 0.0565 - success_ratio: 0.3965 - r_coeff: -8.5698e-01 - val_loss: 0.0474 - val_success_ratio: 0.4600 - val_r_coeff: -6.0628e-01
Epoch 332/4000
0s - loss: 0.0564 - success_ratio: 0.3965 - r_coeff: -8.5156e-01 - val_loss: 0.0473 - val_success_ratio: 0.4600 - val_r_coeff: -6.0244e-01
Epoch 333/4000
0s - loss: 0.0562 - success_ratio: 0.3965 - r_coeff: -8.4617e-01 - val_loss: 0.0472 - val_success_ratio: 0.4600 - val_r_coeff: -5.9863e-01
Epoch 334/4000
0s - loss: 0.0560 - success_ratio: 0.3965 - r_coeff: -8.4080e-01 - val_loss: 0.0470 - val_success_ratio: 0.4600 - val_r_coeff: -5.9483e-01
Epoch 335/4000
0s - loss: 0.0559 - success_ratio: 0.3965 - r_coeff: -8.3546e-01 - val_loss: 0.0469 - val_success_ratio: 0.4600 - val_r_coeff: -5.9105e-01
Epoch 336/4000
0s - loss: 0.0557 - success_ratio: 0.3965 - r_coeff: -8.3014e-01 - val_loss: 0.0468 - val_success_ratio: 0.4600 - val_r_coeff: -5.8730e-01
Epoch 337/4000
0s - loss: 0.0555 - success_ratio: 0.3965 - r_coeff: -8.2485e-01 - val_loss: 0.0467 - val_success_ratio: 0.4600 - val_r_coeff: -5.8356e-01
Epoch 338/4000
0s - loss: 0.0554 - success_ratio: 0.3965 - r_coeff: -8.1958e-01 - val_loss: 0.0466 - val_success_ratio: 0.4500 - val_r_coeff: -5.7984e-01
Epoch 339/4000
0s - loss: 0.0552 - success_ratio: 0.3965 - r_coeff: -8.1434e-01 - val_loss: 0.0465 - val_success_ratio: 0.4500 - val_r_coeff: -5.7614e-01
Epoch 340/4000
0s - loss: 0.0551 - success_ratio: 0.3965 - r_coeff: -8.0912e-01 - val_loss: 0.0464 - val_success_ratio: 0.4500 - val_r_coeff: -5.7247e-01
Epoch 341/4000
0s - loss: 0.0549 - success_ratio: 0.3965 - r_coeff: -8.0393e-01 - val_loss: 0.0463 - val_success_ratio: 0.4500 - val_r_coeff: -5.6881e-01
Epoch 342/4000
0s - loss: 0.0548 - success_ratio: 0.3965 - r_coeff: -7.9876e-01 - val_loss: 0.0462 - val_success_ratio: 0.4400 - val_r_coeff: -5.6516e-01
Epoch 343/4000
0s - loss: 0.0546 - success_ratio: 0.3965 - r_coeff: -7.9362e-01 - val_loss: 0.0461 - val_success_ratio: 0.4400 - val_r_coeff: -5.6154e-01
Epoch 344/4000
0s - loss: 0.0544 - success_ratio: 0.3965 - r_coeff: -7.8850e-01 - val_loss: 0.0460 - val_success_ratio: 0.4500 - val_r_coeff: -5.5794e-01
Epoch 345/4000
0s - loss: 0.0543 - success_ratio: 0.3965 - r_coeff: -7.8340e-01 - val_loss: 0.0459 - val_success_ratio: 0.4500 - val_r_coeff: -5.5436e-01
Epoch 346/4000
0s - loss: 0.0541 - success_ratio: 0.3965 - r_coeff: -7.7833e-01 - val_loss: 0.0457 - val_success_ratio: 0.4500 - val_r_coeff: -5.5079e-01
Epoch 347/4000
0s - loss: 0.0540 - success_ratio: 0.3965 - r_coeff: -7.7328e-01 - val_loss: 0.0456 - val_success_ratio: 0.4500 - val_r_coeff: -5.4724e-01
Epoch 348/4000
0s - loss: 0.0538 - success_ratio: 0.3965 - r_coeff: -7.6825e-01 - val_loss: 0.0455 - val_success_ratio: 0.4500 - val_r_coeff: -5.4371e-01
Epoch 349/4000
0s - loss: 0.0537 - success_ratio: 0.3965 - r_coeff: -7.6325e-01 - val_loss: 0.0454 - val_success_ratio: 0.4500 - val_r_coeff: -5.4020e-01
Epoch 350/4000
0s - loss: 0.0535 - success_ratio: 0.3965 - r_coeff: -7.5827e-01 - val_loss: 0.0453 - val_success_ratio: 0.4500 - val_r_coeff: -5.3671e-01
Epoch 351/4000
0s - loss: 0.0534 - success_ratio: 0.3965 - r_coeff: -7.5332e-01 - val_loss: 0.0452 - val_success_ratio: 0.4500 - val_r_coeff: -5.3323e-01
Epoch 352/4000
0s - loss: 0.0532 - success_ratio: 0.3965 - r_coeff: -7.4838e-01 - val_loss: 0.0451 - val_success_ratio: 0.4500 - val_r_coeff: -5.2978e-01
Epoch 353/4000
0s - loss: 0.0531 - success_ratio: 0.3965 - r_coeff: -7.4347e-01 - val_loss: 0.0450 - val_success_ratio: 0.4500 - val_r_coeff: -5.2634e-01
Epoch 354/4000
0s - loss: 0.0529 - success_ratio: 0.3990 - r_coeff: -7.3859e-01 - val_loss: 0.0449 - val_success_ratio: 0.4500 - val_r_coeff: -5.2291e-01
Epoch 355/4000
0s - loss: 0.0528 - success_ratio: 0.3990 - r_coeff: -7.3372e-01 - val_loss: 0.0448 - val_success_ratio: 0.4600 - val_r_coeff: -5.1951e-01
Epoch 356/4000
0s - loss: 0.0526 - success_ratio: 0.3990 - r_coeff: -7.2888e-01 - val_loss: 0.0447 - val_success_ratio: 0.4600 - val_r_coeff: -5.1612e-01
Epoch 357/4000
0s - loss: 0.0525 - success_ratio: 0.3990 - r_coeff: -7.2406e-01 - val_loss: 0.0446 - val_success_ratio: 0.4600 - val_r_coeff: -5.1275e-01
Epoch 358/4000
0s - loss: 0.0523 - success_ratio: 0.3990 - r_coeff: -7.1926e-01 - val_loss: 0.0445 - val_success_ratio: 0.4700 - val_r_coeff: -5.0940e-01
Epoch 359/4000
0s - loss: 0.0522 - success_ratio: 0.4015 - r_coeff: -7.1448e-01 - val_loss: 0.0444 - val_success_ratio: 0.4700 - val_r_coeff: -5.0606e-01
Epoch 360/4000
0s - loss: 0.0520 - success_ratio: 0.4040 - r_coeff: -7.0972e-01 - val_loss: 0.0443 - val_success_ratio: 0.4700 - val_r_coeff: -5.0275e-01
Epoch 361/4000
0s - loss: 0.0519 - success_ratio: 0.4040 - r_coeff: -7.0499e-01 - val_loss: 0.0442 - val_success_ratio: 0.4700 - val_r_coeff: -4.9944e-01
Epoch 362/4000
0s - loss: 0.0518 - success_ratio: 0.4066 - r_coeff: -7.0028e-01 - val_loss: 0.0441 - val_success_ratio: 0.4700 - val_r_coeff: -4.9616e-01
Epoch 363/4000
0s - loss: 0.0516 - success_ratio: 0.4066 - r_coeff: -6.9559e-01 - val_loss: 0.0440 - val_success_ratio: 0.4700 - val_r_coeff: -4.9289e-01
Epoch 364/4000
0s - loss: 0.0515 - success_ratio: 0.4066 - r_coeff: -6.9092e-01 - val_loss: 0.0439 - val_success_ratio: 0.4700 - val_r_coeff: -4.8964e-01
Epoch 365/4000
0s - loss: 0.0513 - success_ratio: 0.4066 - r_coeff: -6.8627e-01 - val_loss: 0.0438 - val_success_ratio: 0.4700 - val_r_coeff: -4.8640e-01
Epoch 366/4000
0s - loss: 0.0512 - success_ratio: 0.4066 - r_coeff: -6.8164e-01 - val_loss: 0.0438 - val_success_ratio: 0.4700 - val_r_coeff: -4.8318e-01
Epoch 367/4000
0s - loss: 0.0511 - success_ratio: 0.4066 - r_coeff: -6.7704e-01 - val_loss: 0.0437 - val_success_ratio: 0.4600 - val_r_coeff: -4.7998e-01
Epoch 368/4000
0s - loss: 0.0509 - success_ratio: 0.4066 - r_coeff: -6.7245e-01 - val_loss: 0.0436 - val_success_ratio: 0.4600 - val_r_coeff: -4.7679e-01
Epoch 369/4000
0s - loss: 0.0508 - success_ratio: 0.4066 - r_coeff: -6.6789e-01 - val_loss: 0.0435 - val_success_ratio: 0.4600 - val_r_coeff: -4.7362e-01
Epoch 370/4000
0s - loss: 0.0506 - success_ratio: 0.4066 - r_coeff: -6.6334e-01 - val_loss: 0.0434 - val_success_ratio: 0.4600 - val_r_coeff: -4.7047e-01
Epoch 371/4000
0s - loss: 0.0505 - success_ratio: 0.4091 - r_coeff: -6.5882e-01 - val_loss: 0.0433 - val_success_ratio: 0.4600 - val_r_coeff: -4.6733e-01
Epoch 372/4000
0s - loss: 0.0504 - success_ratio: 0.4091 - r_coeff: -6.5431e-01 - val_loss: 0.0432 - val_success_ratio: 0.4600 - val_r_coeff: -4.6421e-01
Epoch 373/4000
0s - loss: 0.0502 - success_ratio: 0.4091 - r_coeff: -6.4983e-01 - val_loss: 0.0431 - val_success_ratio: 0.4600 - val_r_coeff: -4.6110e-01
Epoch 374/4000
0s - loss: 0.0501 - success_ratio: 0.4066 - r_coeff: -6.4536e-01 - val_loss: 0.0430 - val_success_ratio: 0.4600 - val_r_coeff: -4.5801e-01
Epoch 375/4000
0s - loss: 0.0500 - success_ratio: 0.4066 - r_coeff: -6.4092e-01 - val_loss: 0.0429 - val_success_ratio: 0.4600 - val_r_coeff: -4.5493e-01
Epoch 376/4000
0s - loss: 0.0498 - success_ratio: 0.4066 - r_coeff: -6.3650e-01 - val_loss: 0.0428 - val_success_ratio: 0.4600 - val_r_coeff: -4.5187e-01
Epoch 377/4000
0s - loss: 0.0497 - success_ratio: 0.4066 - r_coeff: -6.3209e-01 - val_loss: 0.0427 - val_success_ratio: 0.4600 - val_r_coeff: -4.4882e-01
Epoch 378/4000
0s - loss: 0.0495 - success_ratio: 0.4040 - r_coeff: -6.2771e-01 - val_loss: 0.0427 - val_success_ratio: 0.4600 - val_r_coeff: -4.4579e-01
Epoch 379/4000
0s - loss: 0.0494 - success_ratio: 0.4040 - r_coeff: -6.2334e-01 - val_loss: 0.0426 - val_success_ratio: 0.4600 - val_r_coeff: -4.4277e-01
Epoch 380/4000
0s - loss: 0.0493 - success_ratio: 0.4066 - r_coeff: -6.1899e-01 - val_loss: 0.0425 - val_success_ratio: 0.4600 - val_r_coeff: -4.3977e-01
Epoch 381/4000
0s - loss: 0.0492 - success_ratio: 0.4066 - r_coeff: -6.1467e-01 - val_loss: 0.0424 - val_success_ratio: 0.4600 - val_r_coeff: -4.3679e-01
Epoch 382/4000
0s - loss: 0.0490 - success_ratio: 0.4066 - r_coeff: -6.1036e-01 - val_loss: 0.0423 - val_success_ratio: 0.4600 - val_r_coeff: -4.3381e-01
Epoch 383/4000
0s - loss: 0.0489 - success_ratio: 0.4066 - r_coeff: -6.0607e-01 - val_loss: 0.0422 - val_success_ratio: 0.4600 - val_r_coeff: -4.3086e-01
Epoch 384/4000
0s - loss: 0.0488 - success_ratio: 0.4066 - r_coeff: -6.0180e-01 - val_loss: 0.0421 - val_success_ratio: 0.4600 - val_r_coeff: -4.2792e-01
Epoch 385/4000
0s - loss: 0.0486 - success_ratio: 0.4066 - r_coeff: -5.9755e-01 - val_loss: 0.0420 - val_success_ratio: 0.4600 - val_r_coeff: -4.2499e-01
Epoch 386/4000
0s - loss: 0.0485 - success_ratio: 0.4066 - r_coeff: -5.9331e-01 - val_loss: 0.0420 - val_success_ratio: 0.4600 - val_r_coeff: -4.2207e-01
Epoch 387/4000
0s - loss: 0.0484 - success_ratio: 0.4066 - r_coeff: -5.8910e-01 - val_loss: 0.0419 - val_success_ratio: 0.4600 - val_r_coeff: -4.1918e-01
Epoch 388/4000
0s - loss: 0.0482 - success_ratio: 0.4066 - r_coeff: -5.8490e-01 - val_loss: 0.0418 - val_success_ratio: 0.4700 - val_r_coeff: -4.1629e-01
Epoch 389/4000
0s - loss: 0.0481 - success_ratio: 0.4066 - r_coeff: -5.8072e-01 - val_loss: 0.0417 - val_success_ratio: 0.4700 - val_r_coeff: -4.1342e-01
Epoch 390/4000
0s - loss: 0.0480 - success_ratio: 0.4091 - r_coeff: -5.7656e-01 - val_loss: 0.0416 - val_success_ratio: 0.4700 - val_r_coeff: -4.1056e-01
Epoch 391/4000
0s - loss: 0.0479 - success_ratio: 0.4066 - r_coeff: -5.7242e-01 - val_loss: 0.0415 - val_success_ratio: 0.4700 - val_r_coeff: -4.0772e-01
Epoch 392/4000
0s - loss: 0.0477 - success_ratio: 0.4066 - r_coeff: -5.6830e-01 - val_loss: 0.0414 - val_success_ratio: 0.4700 - val_r_coeff: -4.0489e-01
Epoch 393/4000
0s - loss: 0.0476 - success_ratio: 0.4066 - r_coeff: -5.6419e-01 - val_loss: 0.0414 - val_success_ratio: 0.4700 - val_r_coeff: -4.0208e-01
Epoch 394/4000
0s - loss: 0.0475 - success_ratio: 0.4066 - r_coeff: -5.6010e-01 - val_loss: 0.0413 - val_success_ratio: 0.4700 - val_r_coeff: -3.9928e-01
Epoch 395/4000
0s - loss: 0.0474 - success_ratio: 0.4066 - r_coeff: -5.5603e-01 - val_loss: 0.0412 - val_success_ratio: 0.4700 - val_r_coeff: -3.9649e-01
Epoch 396/4000
0s - loss: 0.0472 - success_ratio: 0.4066 - r_coeff: -5.5198e-01 - val_loss: 0.0411 - val_success_ratio: 0.4600 - val_r_coeff: -3.9372e-01
Epoch 397/4000
0s - loss: 0.0471 - success_ratio: 0.4066 - r_coeff: -5.4795e-01 - val_loss: 0.0410 - val_success_ratio: 0.4600 - val_r_coeff: -3.9096e-01
Epoch 398/4000
0s - loss: 0.0470 - success_ratio: 0.4066 - r_coeff: -5.4393e-01 - val_loss: 0.0410 - val_success_ratio: 0.4600 - val_r_coeff: -3.8821e-01
Epoch 399/4000
0s - loss: 0.0469 - success_ratio: 0.4040 - r_coeff: -5.3993e-01 - val_loss: 0.0409 - val_success_ratio: 0.4600 - val_r_coeff: -3.8548e-01
Epoch 400/4000
0s - loss: 0.0468 - success_ratio: 0.4066 - r_coeff: -5.3594e-01 - val_loss: 0.0408 - val_success_ratio: 0.4600 - val_r_coeff: -3.8276e-01
Epoch 401/4000
0s - loss: 0.0466 - success_ratio: 0.4040 - r_coeff: -5.3198e-01 - val_loss: 0.0407 - val_success_ratio: 0.4600 - val_r_coeff: -3.8005e-01
Epoch 402/4000
0s - loss: 0.0465 - success_ratio: 0.4040 - r_coeff: -5.2803e-01 - val_loss: 0.0406 - val_success_ratio: 0.4600 - val_r_coeff: -3.7736e-01
Epoch 403/4000
0s - loss: 0.0464 - success_ratio: 0.4066 - r_coeff: -5.2409e-01 - val_loss: 0.0406 - val_success_ratio: 0.4500 - val_r_coeff: -3.7468e-01
Epoch 404/4000
0s - loss: 0.0463 - success_ratio: 0.4066 - r_coeff: -5.2018e-01 - val_loss: 0.0405 - val_success_ratio: 0.4500 - val_r_coeff: -3.7201e-01
Epoch 405/4000
0s - loss: 0.0462 - success_ratio: 0.4066 - r_coeff: -5.1628e-01 - val_loss: 0.0404 - val_success_ratio: 0.4400 - val_r_coeff: -3.6936e-01
Epoch 406/4000
0s - loss: 0.0460 - success_ratio: 0.4040 - r_coeff: -5.1239e-01 - val_loss: 0.0403 - val_success_ratio: 0.4400 - val_r_coeff: -3.6671e-01
Epoch 407/4000
0s - loss: 0.0459 - success_ratio: 0.4040 - r_coeff: -5.0853e-01 - val_loss: 0.0402 - val_success_ratio: 0.4400 - val_r_coeff: -3.6408e-01
Epoch 408/4000
0s - loss: 0.0458 - success_ratio: 0.4066 - r_coeff: -5.0468e-01 - val_loss: 0.0402 - val_success_ratio: 0.4400 - val_r_coeff: -3.6147e-01
Epoch 409/4000
0s - loss: 0.0457 - success_ratio: 0.4066 - r_coeff: -5.0084e-01 - val_loss: 0.0401 - val_success_ratio: 0.4400 - val_r_coeff: -3.5886e-01
Epoch 410/4000
0s - loss: 0.0456 - success_ratio: 0.4066 - r_coeff: -4.9703e-01 - val_loss: 0.0400 - val_success_ratio: 0.4400 - val_r_coeff: -3.5627e-01
Epoch 411/4000
0s - loss: 0.0455 - success_ratio: 0.4066 - r_coeff: -4.9322e-01 - val_loss: 0.0399 - val_success_ratio: 0.4400 - val_r_coeff: -3.5370e-01
Epoch 412/4000
0s - loss: 0.0453 - success_ratio: 0.4066 - r_coeff: -4.8944e-01 - val_loss: 0.0399 - val_success_ratio: 0.4400 - val_r_coeff: -3.5113e-01
Epoch 413/4000
0s - loss: 0.0452 - success_ratio: 0.4066 - r_coeff: -4.8567e-01 - val_loss: 0.0398 - val_success_ratio: 0.4400 - val_r_coeff: -3.4857e-01
Epoch 414/4000
0s - loss: 0.0451 - success_ratio: 0.4066 - r_coeff: -4.8192e-01 - val_loss: 0.0397 - val_success_ratio: 0.4400 - val_r_coeff: -3.4603e-01
Epoch 415/4000
0s - loss: 0.0450 - success_ratio: 0.4066 - r_coeff: -4.7818e-01 - val_loss: 0.0396 - val_success_ratio: 0.4400 - val_r_coeff: -3.4350e-01
Epoch 416/4000
0s - loss: 0.0449 - success_ratio: 0.4066 - r_coeff: -4.7446e-01 - val_loss: 0.0396 - val_success_ratio: 0.4500 - val_r_coeff: -3.4099e-01
Epoch 417/4000
0s - loss: 0.0448 - success_ratio: 0.4066 - r_coeff: -4.7075e-01 - val_loss: 0.0395 - val_success_ratio: 0.4500 - val_r_coeff: -3.3848e-01
Epoch 418/4000
0s - loss: 0.0447 - success_ratio: 0.4091 - r_coeff: -4.6706e-01 - val_loss: 0.0394 - val_success_ratio: 0.4500 - val_r_coeff: -3.3599e-01
Epoch 419/4000
0s - loss: 0.0445 - success_ratio: 0.4116 - r_coeff: -4.6338e-01 - val_loss: 0.0393 - val_success_ratio: 0.4500 - val_r_coeff: -3.3351e-01
Epoch 420/4000
0s - loss: 0.0444 - success_ratio: 0.4116 - r_coeff: -4.5972e-01 - val_loss: 0.0393 - val_success_ratio: 0.4500 - val_r_coeff: -3.3104e-01
Epoch 421/4000
0s - loss: 0.0443 - success_ratio: 0.4141 - r_coeff: -4.5608e-01 - val_loss: 0.0392 - val_success_ratio: 0.4500 - val_r_coeff: -3.2858e-01
Epoch 422/4000
0s - loss: 0.0442 - success_ratio: 0.4141 - r_coeff: -4.5245e-01 - val_loss: 0.0391 - val_success_ratio: 0.4500 - val_r_coeff: -3.2613e-01
Epoch 423/4000
0s - loss: 0.0441 - success_ratio: 0.4141 - r_coeff: -4.4883e-01 - val_loss: 0.0390 - val_success_ratio: 0.4500 - val_r_coeff: -3.2370e-01
Epoch 424/4000
0s - loss: 0.0440 - success_ratio: 0.4141 - r_coeff: -4.4523e-01 - val_loss: 0.0390 - val_success_ratio: 0.4500 - val_r_coeff: -3.2128e-01
Epoch 425/4000
0s - loss: 0.0439 - success_ratio: 0.4116 - r_coeff: -4.4165e-01 - val_loss: 0.0389 - val_success_ratio: 0.4500 - val_r_coeff: -3.1887e-01
Epoch 426/4000
0s - loss: 0.0438 - success_ratio: 0.4116 - r_coeff: -4.3808e-01 - val_loss: 0.0388 - val_success_ratio: 0.4500 - val_r_coeff: -3.1647e-01
Epoch 427/4000
0s - loss: 0.0437 - success_ratio: 0.4167 - r_coeff: -4.3453e-01 - val_loss: 0.0388 - val_success_ratio: 0.4500 - val_r_coeff: -3.1408e-01
Epoch 428/4000
0s - loss: 0.0436 - success_ratio: 0.4167 - r_coeff: -4.3099e-01 - val_loss: 0.0387 - val_success_ratio: 0.4500 - val_r_coeff: -3.1170e-01
Epoch 429/4000
0s - loss: 0.0435 - success_ratio: 0.4167 - r_coeff: -4.2746e-01 - val_loss: 0.0386 - val_success_ratio: 0.4500 - val_r_coeff: -3.0934e-01
Epoch 430/4000
0s - loss: 0.0433 - success_ratio: 0.4141 - r_coeff: -4.2395e-01 - val_loss: 0.0386 - val_success_ratio: 0.4600 - val_r_coeff: -3.0698e-01
Epoch 431/4000
0s - loss: 0.0432 - success_ratio: 0.4167 - r_coeff: -4.2045e-01 - val_loss: 0.0385 - val_success_ratio: 0.4600 - val_r_coeff: -3.0464e-01
Epoch 432/4000
0s - loss: 0.0431 - success_ratio: 0.4167 - r_coeff: -4.1697e-01 - val_loss: 0.0384 - val_success_ratio: 0.4600 - val_r_coeff: -3.0231e-01
Epoch 433/4000
0s - loss: 0.0430 - success_ratio: 0.4167 - r_coeff: -4.1350e-01 - val_loss: 0.0383 - val_success_ratio: 0.4600 - val_r_coeff: -2.9999e-01
Epoch 434/4000
0s - loss: 0.0429 - success_ratio: 0.4167 - r_coeff: -4.1005e-01 - val_loss: 0.0383 - val_success_ratio: 0.4600 - val_r_coeff: -2.9768e-01
Epoch 435/4000
0s - loss: 0.0428 - success_ratio: 0.4141 - r_coeff: -4.0661e-01 - val_loss: 0.0382 - val_success_ratio: 0.4700 - val_r_coeff: -2.9538e-01
Epoch 436/4000
0s - loss: 0.0427 - success_ratio: 0.4192 - r_coeff: -4.0319e-01 - val_loss: 0.0381 - val_success_ratio: 0.4800 - val_r_coeff: -2.9309e-01
Epoch 437/4000
0s - loss: 0.0426 - success_ratio: 0.4217 - r_coeff: -3.9978e-01 - val_loss: 0.0381 - val_success_ratio: 0.4800 - val_r_coeff: -2.9082e-01
Epoch 438/4000
0s - loss: 0.0425 - success_ratio: 0.4268 - r_coeff: -3.9638e-01 - val_loss: 0.0380 - val_success_ratio: 0.4800 - val_r_coeff: -2.8855e-01
Epoch 439/4000
0s - loss: 0.0424 - success_ratio: 0.4268 - r_coeff: -3.9300e-01 - val_loss: 0.0379 - val_success_ratio: 0.4800 - val_r_coeff: -2.8630e-01
Epoch 440/4000
0s - loss: 0.0423 - success_ratio: 0.4318 - r_coeff: -3.8963e-01 - val_loss: 0.0379 - val_success_ratio: 0.4800 - val_r_coeff: -2.8405e-01
Epoch 441/4000
0s - loss: 0.0422 - success_ratio: 0.4343 - r_coeff: -3.8627e-01 - val_loss: 0.0378 - val_success_ratio: 0.4800 - val_r_coeff: -2.8182e-01
Epoch 442/4000
0s - loss: 0.0421 - success_ratio: 0.4343 - r_coeff: -3.8293e-01 - val_loss: 0.0377 - val_success_ratio: 0.4800 - val_r_coeff: -2.7960e-01
Epoch 443/4000
0s - loss: 0.0420 - success_ratio: 0.4369 - r_coeff: -3.7960e-01 - val_loss: 0.0377 - val_success_ratio: 0.4800 - val_r_coeff: -2.7738e-01
Epoch 444/4000
0s - loss: 0.0419 - success_ratio: 0.4394 - r_coeff: -3.7629e-01 - val_loss: 0.0376 - val_success_ratio: 0.4800 - val_r_coeff: -2.7518e-01
Epoch 445/4000
0s - loss: 0.0418 - success_ratio: 0.4394 - r_coeff: -3.7299e-01 - val_loss: 0.0376 - val_success_ratio: 0.4700 - val_r_coeff: -2.7299e-01
Epoch 446/4000
0s - loss: 0.0417 - success_ratio: 0.4394 - r_coeff: -3.6970e-01 - val_loss: 0.0375 - val_success_ratio: 0.4700 - val_r_coeff: -2.7081e-01
Epoch 447/4000
0s - loss: 0.0416 - success_ratio: 0.4369 - r_coeff: -3.6643e-01 - val_loss: 0.0374 - val_success_ratio: 0.4700 - val_r_coeff: -2.6864e-01
Epoch 448/4000
0s - loss: 0.0415 - success_ratio: 0.4343 - r_coeff: -3.6317e-01 - val_loss: 0.0374 - val_success_ratio: 0.4700 - val_r_coeff: -2.6648e-01
Epoch 449/4000
0s - loss: 0.0414 - success_ratio: 0.4394 - r_coeff: -3.5992e-01 - val_loss: 0.0373 - val_success_ratio: 0.4700 - val_r_coeff: -2.6433e-01
Epoch 450/4000
0s - loss: 0.0413 - success_ratio: 0.4394 - r_coeff: -3.5669e-01 - val_loss: 0.0372 - val_success_ratio: 0.4700 - val_r_coeff: -2.6219e-01
Epoch 451/4000
0s - loss: 0.0412 - success_ratio: 0.4369 - r_coeff: -3.5347e-01 - val_loss: 0.0372 - val_success_ratio: 0.4700 - val_r_coeff: -2.6006e-01
Epoch 452/4000
0s - loss: 0.0411 - success_ratio: 0.4369 - r_coeff: -3.5026e-01 - val_loss: 0.0371 - val_success_ratio: 0.4700 - val_r_coeff: -2.5794e-01
Epoch 453/4000
0s - loss: 0.0410 - success_ratio: 0.4394 - r_coeff: -3.4706e-01 - val_loss: 0.0370 - val_success_ratio: 0.4700 - val_r_coeff: -2.5583e-01
Epoch 454/4000
0s - loss: 0.0409 - success_ratio: 0.4369 - r_coeff: -3.4388e-01 - val_loss: 0.0370 - val_success_ratio: 0.4700 - val_r_coeff: -2.5373e-01
Epoch 455/4000
0s - loss: 0.0408 - success_ratio: 0.4394 - r_coeff: -3.4072e-01 - val_loss: 0.0369 - val_success_ratio: 0.4800 - val_r_coeff: -2.5164e-01
Epoch 456/4000
0s - loss: 0.0407 - success_ratio: 0.4394 - r_coeff: -3.3756e-01 - val_loss: 0.0369 - val_success_ratio: 0.4800 - val_r_coeff: -2.4956e-01
Epoch 457/4000
0s - loss: 0.0406 - success_ratio: 0.4394 - r_coeff: -3.3442e-01 - val_loss: 0.0368 - val_success_ratio: 0.4800 - val_r_coeff: -2.4749e-01
Epoch 458/4000
0s - loss: 0.0405 - success_ratio: 0.4394 - r_coeff: -3.3129e-01 - val_loss: 0.0367 - val_success_ratio: 0.4800 - val_r_coeff: -2.4543e-01
Epoch 459/4000
0s - loss: 0.0404 - success_ratio: 0.4419 - r_coeff: -3.2817e-01 - val_loss: 0.0367 - val_success_ratio: 0.4700 - val_r_coeff: -2.4338e-01
Epoch 460/4000
0s - loss: 0.0403 - success_ratio: 0.4419 - r_coeff: -3.2507e-01 - val_loss: 0.0366 - val_success_ratio: 0.4700 - val_r_coeff: -2.4134e-01
Epoch 461/4000
0s - loss: 0.0402 - success_ratio: 0.4419 - r_coeff: -3.2197e-01 - val_loss: 0.0366 - val_success_ratio: 0.4700 - val_r_coeff: -2.3931e-01
Epoch 462/4000
0s - loss: 0.0401 - success_ratio: 0.4444 - r_coeff: -3.1889e-01 - val_loss: 0.0365 - val_success_ratio: 0.4700 - val_r_coeff: -2.3728e-01
Epoch 463/4000
0s - loss: 0.0401 - success_ratio: 0.4444 - r_coeff: -3.1583e-01 - val_loss: 0.0364 - val_success_ratio: 0.4700 - val_r_coeff: -2.3527e-01
Epoch 464/4000
0s - loss: 0.0400 - success_ratio: 0.4495 - r_coeff: -3.1277e-01 - val_loss: 0.0364 - val_success_ratio: 0.4800 - val_r_coeff: -2.3327e-01
Epoch 465/4000
0s - loss: 0.0399 - success_ratio: 0.4470 - r_coeff: -3.0973e-01 - val_loss: 0.0363 - val_success_ratio: 0.4800 - val_r_coeff: -2.3128e-01
Epoch 466/4000
0s - loss: 0.0398 - success_ratio: 0.4470 - r_coeff: -3.0670e-01 - val_loss: 0.0363 - val_success_ratio: 0.4800 - val_r_coeff: -2.2930e-01
Epoch 467/4000
0s - loss: 0.0397 - success_ratio: 0.4470 - r_coeff: -3.0369e-01 - val_loss: 0.0362 - val_success_ratio: 0.4800 - val_r_coeff: -2.2732e-01
Epoch 468/4000
0s - loss: 0.0396 - success_ratio: 0.4495 - r_coeff: -3.0068e-01 - val_loss: 0.0361 - val_success_ratio: 0.4800 - val_r_coeff: -2.2536e-01
Epoch 469/4000
0s - loss: 0.0395 - success_ratio: 0.4470 - r_coeff: -2.9769e-01 - val_loss: 0.0361 - val_success_ratio: 0.4800 - val_r_coeff: -2.2340e-01
Epoch 470/4000
0s - loss: 0.0394 - success_ratio: 0.4470 - r_coeff: -2.9471e-01 - val_loss: 0.0360 - val_success_ratio: 0.4800 - val_r_coeff: -2.2146e-01
Epoch 471/4000
0s - loss: 0.0393 - success_ratio: 0.4495 - r_coeff: -2.9174e-01 - val_loss: 0.0360 - val_success_ratio: 0.4800 - val_r_coeff: -2.1952e-01
Epoch 472/4000
0s - loss: 0.0392 - success_ratio: 0.4470 - r_coeff: -2.8878e-01 - val_loss: 0.0359 - val_success_ratio: 0.4800 - val_r_coeff: -2.1759e-01
Epoch 473/4000
0s - loss: 0.0391 - success_ratio: 0.4470 - r_coeff: -2.8584e-01 - val_loss: 0.0359 - val_success_ratio: 0.4800 - val_r_coeff: -2.1567e-01
Epoch 474/4000
0s - loss: 0.0391 - success_ratio: 0.4470 - r_coeff: -2.8291e-01 - val_loss: 0.0358 - val_success_ratio: 0.4800 - val_r_coeff: -2.1377e-01
Epoch 475/4000
0s - loss: 0.0390 - success_ratio: 0.4470 - r_coeff: -2.7998e-01 - val_loss: 0.0358 - val_success_ratio: 0.4900 - val_r_coeff: -2.1187e-01
Epoch 476/4000
0s - loss: 0.0389 - success_ratio: 0.4545 - r_coeff: -2.7708e-01 - val_loss: 0.0357 - val_success_ratio: 0.4900 - val_r_coeff: -2.0998e-01
Epoch 477/4000
0s - loss: 0.0388 - success_ratio: 0.4545 - r_coeff: -2.7418e-01 - val_loss: 0.0356 - val_success_ratio: 0.4900 - val_r_coeff: -2.0809e-01
Epoch 478/4000
0s - loss: 0.0387 - success_ratio: 0.4545 - r_coeff: -2.7129e-01 - val_loss: 0.0356 - val_success_ratio: 0.4900 - val_r_coeff: -2.0622e-01
Epoch 479/4000
0s - loss: 0.0386 - success_ratio: 0.4545 - r_coeff: -2.6842e-01 - val_loss: 0.0355 - val_success_ratio: 0.4900 - val_r_coeff: -2.0436e-01
Epoch 480/4000
0s - loss: 0.0385 - success_ratio: 0.4571 - r_coeff: -2.6556e-01 - val_loss: 0.0355 - val_success_ratio: 0.5000 - val_r_coeff: -2.0250e-01
Epoch 481/4000
0s - loss: 0.0384 - success_ratio: 0.4545 - r_coeff: -2.6271e-01 - val_loss: 0.0354 - val_success_ratio: 0.5000 - val_r_coeff: -2.0066e-01
Epoch 482/4000
0s - loss: 0.0384 - success_ratio: 0.4545 - r_coeff: -2.5987e-01 - val_loss: 0.0354 - val_success_ratio: 0.5000 - val_r_coeff: -1.9882e-01
Epoch 483/4000
0s - loss: 0.0383 - success_ratio: 0.4571 - r_coeff: -2.5704e-01 - val_loss: 0.0353 - val_success_ratio: 0.5000 - val_r_coeff: -1.9699e-01
Epoch 484/4000
0s - loss: 0.0382 - success_ratio: 0.4571 - r_coeff: -2.5423e-01 - val_loss: 0.0353 - val_success_ratio: 0.5000 - val_r_coeff: -1.9517e-01
Epoch 485/4000
0s - loss: 0.0381 - success_ratio: 0.4571 - r_coeff: -2.5142e-01 - val_loss: 0.0352 - val_success_ratio: 0.5000 - val_r_coeff: -1.9336e-01
Epoch 486/4000
0s - loss: 0.0380 - success_ratio: 0.4571 - r_coeff: -2.4863e-01 - val_loss: 0.0352 - val_success_ratio: 0.5000 - val_r_coeff: -1.9156e-01
Epoch 487/4000
0s - loss: 0.0379 - success_ratio: 0.4571 - r_coeff: -2.4585e-01 - val_loss: 0.0351 - val_success_ratio: 0.5000 - val_r_coeff: -1.8977e-01
Epoch 488/4000
0s - loss: 0.0378 - success_ratio: 0.4571 - r_coeff: -2.4308e-01 - val_loss: 0.0350 - val_success_ratio: 0.5100 - val_r_coeff: -1.8798e-01
Epoch 489/4000
0s - loss: 0.0378 - success_ratio: 0.4596 - r_coeff: -2.4032e-01 - val_loss: 0.0350 - val_success_ratio: 0.5100 - val_r_coeff: -1.8621e-01
Epoch 490/4000
0s - loss: 0.0377 - success_ratio: 0.4621 - r_coeff: -2.3758e-01 - val_loss: 0.0349 - val_success_ratio: 0.5200 - val_r_coeff: -1.8444e-01
Epoch 491/4000
0s - loss: 0.0376 - success_ratio: 0.4621 - r_coeff: -2.3484e-01 - val_loss: 0.0349 - val_success_ratio: 0.5200 - val_r_coeff: -1.8268e-01
Epoch 492/4000
0s - loss: 0.0375 - success_ratio: 0.4621 - r_coeff: -2.3211e-01 - val_loss: 0.0348 - val_success_ratio: 0.5200 - val_r_coeff: -1.8093e-01
Epoch 493/4000
0s - loss: 0.0374 - success_ratio: 0.4621 - r_coeff: -2.2940e-01 - val_loss: 0.0348 - val_success_ratio: 0.5300 - val_r_coeff: -1.7919e-01
Epoch 494/4000
0s - loss: 0.0373 - success_ratio: 0.4646 - r_coeff: -2.2670e-01 - val_loss: 0.0347 - val_success_ratio: 0.5300 - val_r_coeff: -1.7745e-01
Epoch 495/4000
0s - loss: 0.0373 - success_ratio: 0.4646 - r_coeff: -2.2401e-01 - val_loss: 0.0347 - val_success_ratio: 0.5300 - val_r_coeff: -1.7573e-01
Epoch 496/4000
0s - loss: 0.0372 - success_ratio: 0.4646 - r_coeff: -2.2133e-01 - val_loss: 0.0346 - val_success_ratio: 0.5400 - val_r_coeff: -1.7401e-01
Epoch 497/4000
0s - loss: 0.0371 - success_ratio: 0.4672 - r_coeff: -2.1866e-01 - val_loss: 0.0346 - val_success_ratio: 0.5400 - val_r_coeff: -1.7230e-01
Epoch 498/4000
0s - loss: 0.0370 - success_ratio: 0.4646 - r_coeff: -2.1600e-01 - val_loss: 0.0345 - val_success_ratio: 0.5400 - val_r_coeff: -1.7060e-01
Epoch 499/4000
0s - loss: 0.0369 - success_ratio: 0.4672 - r_coeff: -2.1335e-01 - val_loss: 0.0345 - val_success_ratio: 0.5400 - val_r_coeff: -1.6891e-01
Epoch 500/4000
0s - loss: 0.0369 - success_ratio: 0.4697 - r_coeff: -2.1071e-01 - val_loss: 0.0344 - val_success_ratio: 0.5300 - val_r_coeff: -1.6723e-01
Epoch 501/4000
0s - loss: 0.0368 - success_ratio: 0.4697 - r_coeff: -2.0809e-01 - val_loss: 0.0344 - val_success_ratio: 0.5300 - val_r_coeff: -1.6555e-01
Epoch 502/4000
0s - loss: 0.0367 - success_ratio: 0.4722 - r_coeff: -2.0547e-01 - val_loss: 0.0343 - val_success_ratio: 0.5300 - val_r_coeff: -1.6388e-01
Epoch 503/4000
0s - loss: 0.0366 - success_ratio: 0.4722 - r_coeff: -2.0287e-01 - val_loss: 0.0343 - val_success_ratio: 0.5300 - val_r_coeff: -1.6222e-01
Epoch 504/4000
0s - loss: 0.0365 - success_ratio: 0.4722 - r_coeff: -2.0028e-01 - val_loss: 0.0342 - val_success_ratio: 0.5400 - val_r_coeff: -1.6057e-01
Epoch 505/4000
0s - loss: 0.0365 - success_ratio: 0.4722 - r_coeff: -1.9769e-01 - val_loss: 0.0342 - val_success_ratio: 0.5500 - val_r_coeff: -1.5893e-01
Epoch 506/4000
0s - loss: 0.0364 - success_ratio: 0.4722 - r_coeff: -1.9512e-01 - val_loss: 0.0341 - val_success_ratio: 0.5500 - val_r_coeff: -1.5729e-01
Epoch 507/4000
0s - loss: 0.0363 - success_ratio: 0.4773 - r_coeff: -1.9256e-01 - val_loss: 0.0341 - val_success_ratio: 0.5600 - val_r_coeff: -1.5567e-01
Epoch 508/4000
0s - loss: 0.0362 - success_ratio: 0.4773 - r_coeff: -1.9001e-01 - val_loss: 0.0340 - val_success_ratio: 0.5600 - val_r_coeff: -1.5405e-01
Epoch 509/4000
0s - loss: 0.0361 - success_ratio: 0.4798 - r_coeff: -1.8747e-01 - val_loss: 0.0340 - val_success_ratio: 0.5600 - val_r_coeff: -1.5244e-01
Epoch 510/4000
0s - loss: 0.0361 - success_ratio: 0.4798 - r_coeff: -1.8494e-01 - val_loss: 0.0339 - val_success_ratio: 0.5600 - val_r_coeff: -1.5083e-01
Epoch 511/4000
0s - loss: 0.0360 - success_ratio: 0.4848 - r_coeff: -1.8242e-01 - val_loss: 0.0339 - val_success_ratio: 0.5600 - val_r_coeff: -1.4924e-01
Epoch 512/4000
0s - loss: 0.0359 - success_ratio: 0.4848 - r_coeff: -1.7991e-01 - val_loss: 0.0339 - val_success_ratio: 0.5600 - val_r_coeff: -1.4765e-01
Epoch 513/4000
0s - loss: 0.0358 - success_ratio: 0.4874 - r_coeff: -1.7741e-01 - val_loss: 0.0338 - val_success_ratio: 0.5600 - val_r_coeff: -1.4607e-01
Epoch 514/4000
0s - loss: 0.0358 - success_ratio: 0.4874 - r_coeff: -1.7492e-01 - val_loss: 0.0338 - val_success_ratio: 0.5700 - val_r_coeff: -1.4450e-01
Epoch 515/4000
0s - loss: 0.0357 - success_ratio: 0.4874 - r_coeff: -1.7245e-01 - val_loss: 0.0337 - val_success_ratio: 0.5700 - val_r_coeff: -1.4294e-01
Epoch 516/4000
0s - loss: 0.0356 - success_ratio: 0.4874 - r_coeff: -1.6998e-01 - val_loss: 0.0337 - val_success_ratio: 0.5800 - val_r_coeff: -1.4138e-01
Epoch 517/4000
0s - loss: 0.0355 - success_ratio: 0.4874 - r_coeff: -1.6752e-01 - val_loss: 0.0336 - val_success_ratio: 0.5800 - val_r_coeff: -1.3983e-01
Epoch 518/4000
0s - loss: 0.0355 - success_ratio: 0.4874 - r_coeff: -1.6508e-01 - val_loss: 0.0336 - val_success_ratio: 0.5700 - val_r_coeff: -1.3829e-01
Epoch 519/4000
0s - loss: 0.0354 - success_ratio: 0.4874 - r_coeff: -1.6264e-01 - val_loss: 0.0335 - val_success_ratio: 0.5800 - val_r_coeff: -1.3676e-01
Epoch 520/4000
0s - loss: 0.0353 - success_ratio: 0.4874 - r_coeff: -1.6021e-01 - val_loss: 0.0335 - val_success_ratio: 0.5800 - val_r_coeff: -1.3523e-01
Epoch 521/4000
0s - loss: 0.0352 - success_ratio: 0.4874 - r_coeff: -1.5780e-01 - val_loss: 0.0334 - val_success_ratio: 0.5800 - val_r_coeff: -1.3371e-01
Epoch 522/4000
0s - loss: 0.0352 - success_ratio: 0.4874 - r_coeff: -1.5539e-01 - val_loss: 0.0334 - val_success_ratio: 0.5700 - val_r_coeff: -1.3220e-01
Epoch 523/4000
0s - loss: 0.0351 - success_ratio: 0.4949 - r_coeff: -1.5299e-01 - val_loss: 0.0334 - val_success_ratio: 0.5700 - val_r_coeff: -1.3070e-01
Epoch 524/4000
0s - loss: 0.0350 - success_ratio: 0.4924 - r_coeff: -1.5061e-01 - val_loss: 0.0333 - val_success_ratio: 0.5700 - val_r_coeff: -1.2920e-01
Epoch 525/4000
0s - loss: 0.0350 - success_ratio: 0.4924 - r_coeff: -1.4823e-01 - val_loss: 0.0333 - val_success_ratio: 0.5700 - val_r_coeff: -1.2771e-01
Epoch 526/4000
0s - loss: 0.0349 - success_ratio: 0.4949 - r_coeff: -1.4587e-01 - val_loss: 0.0332 - val_success_ratio: 0.5800 - val_r_coeff: -1.2623e-01
Epoch 527/4000
0s - loss: 0.0348 - success_ratio: 0.4949 - r_coeff: -1.4351e-01 - val_loss: 0.0332 - val_success_ratio: 0.5700 - val_r_coeff: -1.2476e-01
Epoch 528/4000
0s - loss: 0.0347 - success_ratio: 0.4975 - r_coeff: -1.4117e-01 - val_loss: 0.0331 - val_success_ratio: 0.5700 - val_r_coeff: -1.2329e-01
Epoch 529/4000
0s - loss: 0.0347 - success_ratio: 0.5025 - r_coeff: -1.3883e-01 - val_loss: 0.0331 - val_success_ratio: 0.5700 - val_r_coeff: -1.2184e-01
Epoch 530/4000
0s - loss: 0.0346 - success_ratio: 0.5051 - r_coeff: -1.3650e-01 - val_loss: 0.0331 - val_success_ratio: 0.5700 - val_r_coeff: -1.2038e-01
Epoch 531/4000
0s - loss: 0.0345 - success_ratio: 0.5076 - r_coeff: -1.3419e-01 - val_loss: 0.0330 - val_success_ratio: 0.5700 - val_r_coeff: -1.1894e-01
Epoch 532/4000
0s - loss: 0.0345 - success_ratio: 0.5101 - r_coeff: -1.3188e-01 - val_loss: 0.0330 - val_success_ratio: 0.5800 - val_r_coeff: -1.1750e-01
Epoch 533/4000
0s - loss: 0.0344 - success_ratio: 0.5101 - r_coeff: -1.2959e-01 - val_loss: 0.0329 - val_success_ratio: 0.5800 - val_r_coeff: -1.1607e-01
Epoch 534/4000
0s - loss: 0.0343 - success_ratio: 0.5101 - r_coeff: -1.2730e-01 - val_loss: 0.0329 - val_success_ratio: 0.5800 - val_r_coeff: -1.1465e-01
Epoch 535/4000
0s - loss: 0.0342 - success_ratio: 0.5101 - r_coeff: -1.2502e-01 - val_loss: 0.0328 - val_success_ratio: 0.5800 - val_r_coeff: -1.1324e-01
Epoch 536/4000
0s - loss: 0.0342 - success_ratio: 0.5126 - r_coeff: -1.2276e-01 - val_loss: 0.0328 - val_success_ratio: 0.5800 - val_r_coeff: -1.1183e-01
Epoch 537/4000
0s - loss: 0.0341 - success_ratio: 0.5177 - r_coeff: -1.2050e-01 - val_loss: 0.0328 - val_success_ratio: 0.5800 - val_r_coeff: -1.1043e-01
Epoch 538/4000
0s - loss: 0.0340 - success_ratio: 0.5202 - r_coeff: -1.1825e-01 - val_loss: 0.0327 - val_success_ratio: 0.5800 - val_r_coeff: -1.0904e-01
Epoch 539/4000
0s - loss: 0.0340 - success_ratio: 0.5253 - r_coeff: -1.1601e-01 - val_loss: 0.0327 - val_success_ratio: 0.5800 - val_r_coeff: -1.0765e-01
Epoch 540/4000
0s - loss: 0.0339 - success_ratio: 0.5227 - r_coeff: -1.1378e-01 - val_loss: 0.0326 - val_success_ratio: 0.5800 - val_r_coeff: -1.0627e-01
Epoch 541/4000
0s - loss: 0.0338 - success_ratio: 0.5278 - r_coeff: -1.1157e-01 - val_loss: 0.0326 - val_success_ratio: 0.5800 - val_r_coeff: -1.0490e-01
Epoch 542/4000
0s - loss: 0.0338 - success_ratio: 0.5253 - r_coeff: -1.0936e-01 - val_loss: 0.0326 - val_success_ratio: 0.5800 - val_r_coeff: -1.0353e-01
Epoch 543/4000
0s - loss: 0.0337 - success_ratio: 0.5278 - r_coeff: -1.0716e-01 - val_loss: 0.0325 - val_success_ratio: 0.5900 - val_r_coeff: -1.0217e-01
Epoch 544/4000
0s - loss: 0.0336 - success_ratio: 0.5303 - r_coeff: -1.0497e-01 - val_loss: 0.0325 - val_success_ratio: 0.5900 - val_r_coeff: -1.0082e-01
Epoch 545/4000
0s - loss: 0.0336 - success_ratio: 0.5328 - r_coeff: -1.0279e-01 - val_loss: 0.0324 - val_success_ratio: 0.5900 - val_r_coeff: -9.9478e-02
Epoch 546/4000
0s - loss: 0.0335 - success_ratio: 0.5354 - r_coeff: -1.0062e-01 - val_loss: 0.0324 - val_success_ratio: 0.5900 - val_r_coeff: -9.8140e-02
Epoch 547/4000
0s - loss: 0.0334 - success_ratio: 0.5429 - r_coeff: -9.8453e-02 - val_loss: 0.0324 - val_success_ratio: 0.5900 - val_r_coeff: -9.6809e-02
Epoch 548/4000
0s - loss: 0.0334 - success_ratio: 0.5429 - r_coeff: -9.6301e-02 - val_loss: 0.0323 - val_success_ratio: 0.5900 - val_r_coeff: -9.5485e-02
Epoch 549/4000
0s - loss: 0.0333 - success_ratio: 0.5429 - r_coeff: -9.4158e-02 - val_loss: 0.0323 - val_success_ratio: 0.5900 - val_r_coeff: -9.4168e-02
Epoch 550/4000
0s - loss: 0.0332 - success_ratio: 0.5429 - r_coeff: -9.2025e-02 - val_loss: 0.0322 - val_success_ratio: 0.5900 - val_r_coeff: -9.2858e-02
Epoch 551/4000
0s - loss: 0.0332 - success_ratio: 0.5379 - r_coeff: -8.9900e-02 - val_loss: 0.0322 - val_success_ratio: 0.6000 - val_r_coeff: -9.1554e-02
Epoch 552/4000
0s - loss: 0.0331 - success_ratio: 0.5379 - r_coeff: -8.7786e-02 - val_loss: 0.0322 - val_success_ratio: 0.6000 - val_r_coeff: -9.0258e-02
Epoch 553/4000
0s - loss: 0.0330 - success_ratio: 0.5379 - r_coeff: -8.5680e-02 - val_loss: 0.0321 - val_success_ratio: 0.6000 - val_r_coeff: -8.8967e-02
Epoch 554/4000
0s - loss: 0.0330 - success_ratio: 0.5404 - r_coeff: -8.3583e-02 - val_loss: 0.0321 - val_success_ratio: 0.6000 - val_r_coeff: -8.7684e-02
Epoch 555/4000
0s - loss: 0.0329 - success_ratio: 0.5429 - r_coeff: -8.1496e-02 - val_loss: 0.0320 - val_success_ratio: 0.6000 - val_r_coeff: -8.6407e-02
Epoch 556/4000
0s - loss: 0.0329 - success_ratio: 0.5455 - r_coeff: -7.9418e-02 - val_loss: 0.0320 - val_success_ratio: 0.6000 - val_r_coeff: -8.5137e-02
Epoch 557/4000
0s - loss: 0.0328 - success_ratio: 0.5480 - r_coeff: -7.7350e-02 - val_loss: 0.0320 - val_success_ratio: 0.6100 - val_r_coeff: -8.3874e-02
Epoch 558/4000
0s - loss: 0.0327 - success_ratio: 0.5480 - r_coeff: -7.5290e-02 - val_loss: 0.0319 - val_success_ratio: 0.6100 - val_r_coeff: -8.2616e-02
Epoch 559/4000
0s - loss: 0.0327 - success_ratio: 0.5480 - r_coeff: -7.3239e-02 - val_loss: 0.0319 - val_success_ratio: 0.6100 - val_r_coeff: -8.1366e-02
Epoch 560/4000
0s - loss: 0.0326 - success_ratio: 0.5505 - r_coeff: -7.1198e-02 - val_loss: 0.0319 - val_success_ratio: 0.6100 - val_r_coeff: -8.0122e-02
Epoch 561/4000
0s - loss: 0.0325 - success_ratio: 0.5505 - r_coeff: -6.9166e-02 - val_loss: 0.0318 - val_success_ratio: 0.6100 - val_r_coeff: -7.8885e-02
Epoch 562/4000
0s - loss: 0.0325 - success_ratio: 0.5505 - r_coeff: -6.7142e-02 - val_loss: 0.0318 - val_success_ratio: 0.6100 - val_r_coeff: -7.7654e-02
Epoch 563/4000
0s - loss: 0.0324 - success_ratio: 0.5556 - r_coeff: -6.5128e-02 - val_loss: 0.0318 - val_success_ratio: 0.6100 - val_r_coeff: -7.6429e-02
Epoch 564/4000
0s - loss: 0.0324 - success_ratio: 0.5556 - r_coeff: -6.3123e-02 - val_loss: 0.0317 - val_success_ratio: 0.6100 - val_r_coeff: -7.5211e-02
Epoch 565/4000
0s - loss: 0.0323 - success_ratio: 0.5556 - r_coeff: -6.1126e-02 - val_loss: 0.0317 - val_success_ratio: 0.6100 - val_r_coeff: -7.4000e-02
Epoch 566/4000
0s - loss: 0.0322 - success_ratio: 0.5556 - r_coeff: -5.9139e-02 - val_loss: 0.0316 - val_success_ratio: 0.6100 - val_r_coeff: -7.2794e-02
Epoch 567/4000
0s - loss: 0.0322 - success_ratio: 0.5556 - r_coeff: -5.7161e-02 - val_loss: 0.0316 - val_success_ratio: 0.6100 - val_r_coeff: -7.1595e-02
Epoch 568/4000
0s - loss: 0.0321 - success_ratio: 0.5556 - r_coeff: -5.5191e-02 - val_loss: 0.0316 - val_success_ratio: 0.6100 - val_r_coeff: -7.0403e-02
Epoch 569/4000
0s - loss: 0.0321 - success_ratio: 0.5530 - r_coeff: -5.3230e-02 - val_loss: 0.0315 - val_success_ratio: 0.6100 - val_r_coeff: -6.9216e-02
Epoch 570/4000
0s - loss: 0.0320 - success_ratio: 0.5556 - r_coeff: -5.1278e-02 - val_loss: 0.0315 - val_success_ratio: 0.6100 - val_r_coeff: -6.8036e-02
Epoch 571/4000
0s - loss: 0.0319 - success_ratio: 0.5556 - r_coeff: -4.9335e-02 - val_loss: 0.0315 - val_success_ratio: 0.6100 - val_r_coeff: -6.6863e-02
Epoch 572/4000
0s - loss: 0.0319 - success_ratio: 0.5556 - r_coeff: -4.7401e-02 - val_loss: 0.0314 - val_success_ratio: 0.6100 - val_r_coeff: -6.5695e-02
Epoch 573/4000
0s - loss: 0.0318 - success_ratio: 0.5581 - r_coeff: -4.5476e-02 - val_loss: 0.0314 - val_success_ratio: 0.6100 - val_r_coeff: -6.4534e-02
Epoch 574/4000
0s - loss: 0.0318 - success_ratio: 0.5556 - r_coeff: -4.3559e-02 - val_loss: 0.0314 - val_success_ratio: 0.6100 - val_r_coeff: -6.3378e-02
Epoch 575/4000
0s - loss: 0.0317 - success_ratio: 0.5530 - r_coeff: -4.1651e-02 - val_loss: 0.0313 - val_success_ratio: 0.6100 - val_r_coeff: -6.2229e-02
Epoch 576/4000
0s - loss: 0.0317 - success_ratio: 0.5631 - r_coeff: -3.9752e-02 - val_loss: 0.0313 - val_success_ratio: 0.6100 - val_r_coeff: -6.1086e-02
Epoch 577/4000
0s - loss: 0.0316 - success_ratio: 0.5657 - r_coeff: -3.7861e-02 - val_loss: 0.0313 - val_success_ratio: 0.6200 - val_r_coeff: -5.9949e-02
Epoch 578/4000
0s - loss: 0.0315 - success_ratio: 0.5707 - r_coeff: -3.5979e-02 - val_loss: 0.0312 - val_success_ratio: 0.6200 - val_r_coeff: -5.8818e-02
Epoch 579/4000
0s - loss: 0.0315 - success_ratio: 0.5707 - r_coeff: -3.4106e-02 - val_loss: 0.0312 - val_success_ratio: 0.6200 - val_r_coeff: -5.7693e-02
Epoch 580/4000
0s - loss: 0.0314 - success_ratio: 0.5707 - r_coeff: -3.2241e-02 - val_loss: 0.0312 - val_success_ratio: 0.6200 - val_r_coeff: -5.6574e-02
Epoch 581/4000
0s - loss: 0.0314 - success_ratio: 0.5682 - r_coeff: -3.0385e-02 - val_loss: 0.0311 - val_success_ratio: 0.6200 - val_r_coeff: -5.5462e-02
Epoch 582/4000
0s - loss: 0.0313 - success_ratio: 0.5682 - r_coeff: -2.8537e-02 - val_loss: 0.0311 - val_success_ratio: 0.6200 - val_r_coeff: -5.4355e-02
Epoch 583/4000
0s - loss: 0.0313 - success_ratio: 0.5758 - r_coeff: -2.6697e-02 - val_loss: 0.0311 - val_success_ratio: 0.6200 - val_r_coeff: -5.3254e-02
Epoch 584/4000
0s - loss: 0.0312 - success_ratio: 0.5758 - r_coeff: -2.4867e-02 - val_loss: 0.0310 - val_success_ratio: 0.6200 - val_r_coeff: -5.2158e-02
Epoch 585/4000
0s - loss: 0.0311 - success_ratio: 0.5783 - r_coeff: -2.3044e-02 - val_loss: 0.0310 - val_success_ratio: 0.6200 - val_r_coeff: -5.1069e-02
Epoch 586/4000
0s - loss: 0.0311 - success_ratio: 0.5783 - r_coeff: -2.1231e-02 - val_loss: 0.0310 - val_success_ratio: 0.6200 - val_r_coeff: -4.9986e-02
Epoch 587/4000
0s - loss: 0.0310 - success_ratio: 0.5783 - r_coeff: -1.9425e-02 - val_loss: 0.0309 - val_success_ratio: 0.6200 - val_r_coeff: -4.8908e-02
Epoch 588/4000
0s - loss: 0.0310 - success_ratio: 0.5758 - r_coeff: -1.7628e-02 - val_loss: 0.0309 - val_success_ratio: 0.6200 - val_r_coeff: -4.7836e-02
Epoch 589/4000
0s - loss: 0.0309 - success_ratio: 0.5758 - r_coeff: -1.5839e-02 - val_loss: 0.0309 - val_success_ratio: 0.6100 - val_r_coeff: -4.6770e-02
Epoch 590/4000
0s - loss: 0.0309 - success_ratio: 0.5758 - r_coeff: -1.4059e-02 - val_loss: 0.0308 - val_success_ratio: 0.6100 - val_r_coeff: -4.5710e-02
Epoch 591/4000
0s - loss: 0.0308 - success_ratio: 0.5783 - r_coeff: -1.2287e-02 - val_loss: 0.0308 - val_success_ratio: 0.6200 - val_r_coeff: -4.4655e-02
Epoch 592/4000
0s - loss: 0.0308 - success_ratio: 0.5783 - r_coeff: -1.0523e-02 - val_loss: 0.0308 - val_success_ratio: 0.6300 - val_r_coeff: -4.3606e-02
Epoch 593/4000
0s - loss: 0.0307 - success_ratio: 0.5783 - r_coeff: -8.7676e-03 - val_loss: 0.0308 - val_success_ratio: 0.6300 - val_r_coeff: -4.2563e-02
Epoch 594/4000
0s - loss: 0.0307 - success_ratio: 0.5808 - r_coeff: -7.0202e-03 - val_loss: 0.0307 - val_success_ratio: 0.6300 - val_r_coeff: -4.1525e-02
Epoch 595/4000
0s - loss: 0.0306 - success_ratio: 0.5783 - r_coeff: -5.2813e-03 - val_loss: 0.0307 - val_success_ratio: 0.6300 - val_r_coeff: -4.0493e-02
Epoch 596/4000
0s - loss: 0.0305 - success_ratio: 0.5783 - r_coeff: -3.5504e-03 - val_loss: 0.0307 - val_success_ratio: 0.6300 - val_r_coeff: -3.9467e-02
Epoch 597/4000
0s - loss: 0.0305 - success_ratio: 0.5783 - r_coeff: -1.8276e-03 - val_loss: 0.0306 - val_success_ratio: 0.6300 - val_r_coeff: -3.8446e-02
Epoch 598/4000
0s - loss: 0.0304 - success_ratio: 0.5783 - r_coeff: -1.1301e-04 - val_loss: 0.0306 - val_success_ratio: 0.6200 - val_r_coeff: -3.7430e-02
Epoch 599/4000
0s - loss: 0.0304 - success_ratio: 0.5783 - r_coeff: 0.0016 - val_loss: 0.0306 - val_success_ratio: 0.6200 - val_r_coeff: -3.6420e-02
Epoch 600/4000
0s - loss: 0.0303 - success_ratio: 0.5783 - r_coeff: 0.0033 - val_loss: 0.0305 - val_success_ratio: 0.6200 - val_r_coeff: -3.5416e-02
Epoch 601/4000
0s - loss: 0.0303 - success_ratio: 0.5783 - r_coeff: 0.0050 - val_loss: 0.0305 - val_success_ratio: 0.6300 - val_r_coeff: -3.4417e-02
Epoch 602/4000
0s - loss: 0.0302 - success_ratio: 0.5783 - r_coeff: 0.0067 - val_loss: 0.0305 - val_success_ratio: 0.6300 - val_r_coeff: -3.3423e-02
Epoch 603/4000
0s - loss: 0.0302 - success_ratio: 0.5808 - r_coeff: 0.0083 - val_loss: 0.0305 - val_success_ratio: 0.6300 - val_r_coeff: -3.2435e-02
Epoch 604/4000
0s - loss: 0.0301 - success_ratio: 0.5808 - r_coeff: 0.0100 - val_loss: 0.0304 - val_success_ratio: 0.6300 - val_r_coeff: -3.1452e-02
Epoch 605/4000
0s - loss: 0.0301 - success_ratio: 0.5833 - r_coeff: 0.0117 - val_loss: 0.0304 - val_success_ratio: 0.6300 - val_r_coeff: -3.0475e-02
Epoch 606/4000
0s - loss: 0.0300 - success_ratio: 0.5833 - r_coeff: 0.0133 - val_loss: 0.0304 - val_success_ratio: 0.6300 - val_r_coeff: -2.9503e-02
Epoch 607/4000
0s - loss: 0.0300 - success_ratio: 0.5859 - r_coeff: 0.0150 - val_loss: 0.0303 - val_success_ratio: 0.6300 - val_r_coeff: -2.8536e-02
Epoch 608/4000
0s - loss: 0.0299 - success_ratio: 0.5859 - r_coeff: 0.0166 - val_loss: 0.0303 - val_success_ratio: 0.6300 - val_r_coeff: -2.7574e-02
Epoch 609/4000
0s - loss: 0.0299 - success_ratio: 0.5884 - r_coeff: 0.0182 - val_loss: 0.0303 - val_success_ratio: 0.6300 - val_r_coeff: -2.6618e-02
Epoch 610/4000
0s - loss: 0.0298 - success_ratio: 0.5884 - r_coeff: 0.0198 - val_loss: 0.0303 - val_success_ratio: 0.6300 - val_r_coeff: -2.5666e-02
Epoch 611/4000
0s - loss: 0.0298 - success_ratio: 0.5884 - r_coeff: 0.0215 - val_loss: 0.0302 - val_success_ratio: 0.6300 - val_r_coeff: -2.4720e-02
Epoch 612/4000
0s - loss: 0.0297 - success_ratio: 0.5884 - r_coeff: 0.0231 - val_loss: 0.0302 - val_success_ratio: 0.6300 - val_r_coeff: -2.3779e-02
Epoch 613/4000
0s - loss: 0.0297 - success_ratio: 0.5909 - r_coeff: 0.0247 - val_loss: 0.0302 - val_success_ratio: 0.6200 - val_r_coeff: -2.2843e-02
Epoch 614/4000
0s - loss: 0.0296 - success_ratio: 0.5934 - r_coeff: 0.0262 - val_loss: 0.0301 - val_success_ratio: 0.6200 - val_r_coeff: -2.1913e-02
Epoch 615/4000
0s - loss: 0.0296 - success_ratio: 0.5934 - r_coeff: 0.0278 - val_loss: 0.0301 - val_success_ratio: 0.6200 - val_r_coeff: -2.0987e-02
Epoch 616/4000
0s - loss: 0.0295 - success_ratio: 0.5960 - r_coeff: 0.0294 - val_loss: 0.0301 - val_success_ratio: 0.6200 - val_r_coeff: -2.0066e-02
Epoch 617/4000
0s - loss: 0.0295 - success_ratio: 0.5960 - r_coeff: 0.0310 - val_loss: 0.0301 - val_success_ratio: 0.6200 - val_r_coeff: -1.9151e-02
Epoch 618/4000
0s - loss: 0.0295 - success_ratio: 0.5960 - r_coeff: 0.0325 - val_loss: 0.0300 - val_success_ratio: 0.6200 - val_r_coeff: -1.8240e-02
Epoch 619/4000
0s - loss: 0.0294 - success_ratio: 0.5960 - r_coeff: 0.0341 - val_loss: 0.0300 - val_success_ratio: 0.6100 - val_r_coeff: -1.7334e-02
Epoch 620/4000
0s - loss: 0.0294 - success_ratio: 0.5960 - r_coeff: 0.0356 - val_loss: 0.0300 - val_success_ratio: 0.6100 - val_r_coeff: -1.6433e-02
Epoch 621/4000
0s - loss: 0.0293 - success_ratio: 0.5985 - r_coeff: 0.0371 - val_loss: 0.0300 - val_success_ratio: 0.6100 - val_r_coeff: -1.5537e-02
Epoch 622/4000
0s - loss: 0.0293 - success_ratio: 0.5985 - r_coeff: 0.0387 - val_loss: 0.0299 - val_success_ratio: 0.6000 - val_r_coeff: -1.4646e-02
Epoch 623/4000
0s - loss: 0.0292 - success_ratio: 0.5985 - r_coeff: 0.0402 - val_loss: 0.0299 - val_success_ratio: 0.6000 - val_r_coeff: -1.3760e-02
Epoch 624/4000
0s - loss: 0.0292 - success_ratio: 0.6010 - r_coeff: 0.0417 - val_loss: 0.0299 - val_success_ratio: 0.6000 - val_r_coeff: -1.2879e-02
Epoch 625/4000
0s - loss: 0.0291 - success_ratio: 0.6035 - r_coeff: 0.0432 - val_loss: 0.0299 - val_success_ratio: 0.6000 - val_r_coeff: -1.2002e-02
Epoch 626/4000
0s - loss: 0.0291 - success_ratio: 0.6035 - r_coeff: 0.0447 - val_loss: 0.0298 - val_success_ratio: 0.6000 - val_r_coeff: -1.1130e-02
Epoch 627/4000
0s - loss: 0.0290 - success_ratio: 0.6035 - r_coeff: 0.0462 - val_loss: 0.0298 - val_success_ratio: 0.6000 - val_r_coeff: -1.0263e-02
Epoch 628/4000
0s - loss: 0.0290 - success_ratio: 0.6061 - r_coeff: 0.0477 - val_loss: 0.0298 - val_success_ratio: 0.6000 - val_r_coeff: -9.4006e-03
Epoch 629/4000
0s - loss: 0.0289 - success_ratio: 0.6111 - r_coeff: 0.0492 - val_loss: 0.0298 - val_success_ratio: 0.6000 - val_r_coeff: -8.5428e-03
Epoch 630/4000
0s - loss: 0.0289 - success_ratio: 0.6111 - r_coeff: 0.0506 - val_loss: 0.0297 - val_success_ratio: 0.5900 - val_r_coeff: -7.6897e-03
Epoch 631/4000
0s - loss: 0.0289 - success_ratio: 0.6111 - r_coeff: 0.0521 - val_loss: 0.0297 - val_success_ratio: 0.6000 - val_r_coeff: -6.8412e-03
Epoch 632/4000
0s - loss: 0.0288 - success_ratio: 0.6111 - r_coeff: 0.0535 - val_loss: 0.0297 - val_success_ratio: 0.6000 - val_r_coeff: -5.9972e-03
Epoch 633/4000
0s - loss: 0.0288 - success_ratio: 0.6111 - r_coeff: 0.0550 - val_loss: 0.0297 - val_success_ratio: 0.6000 - val_r_coeff: -5.1579e-03
Epoch 634/4000
0s - loss: 0.0287 - success_ratio: 0.6111 - r_coeff: 0.0564 - val_loss: 0.0296 - val_success_ratio: 0.6000 - val_r_coeff: -4.3230e-03
Epoch 635/4000
0s - loss: 0.0287 - success_ratio: 0.6111 - r_coeff: 0.0579 - val_loss: 0.0296 - val_success_ratio: 0.6000 - val_r_coeff: -3.4927e-03
Epoch 636/4000
0s - loss: 0.0286 - success_ratio: 0.6086 - r_coeff: 0.0593 - val_loss: 0.0296 - val_success_ratio: 0.6000 - val_r_coeff: -2.6670e-03
Epoch 637/4000
0s - loss: 0.0286 - success_ratio: 0.6061 - r_coeff: 0.0607 - val_loss: 0.0296 - val_success_ratio: 0.6100 - val_r_coeff: -1.8455e-03
Epoch 638/4000
0s - loss: 0.0285 - success_ratio: 0.6111 - r_coeff: 0.0621 - val_loss: 0.0295 - val_success_ratio: 0.6100 - val_r_coeff: -1.0285e-03
Epoch 639/4000
0s - loss: 0.0285 - success_ratio: 0.6136 - r_coeff: 0.0635 - val_loss: 0.0295 - val_success_ratio: 0.6100 - val_r_coeff: -2.1589e-04
Epoch 640/4000
0s - loss: 0.0285 - success_ratio: 0.6136 - r_coeff: 0.0649 - val_loss: 0.0295 - val_success_ratio: 0.6200 - val_r_coeff: 5.9223e-04
Epoch 641/4000
0s - loss: 0.0284 - success_ratio: 0.6162 - r_coeff: 0.0663 - val_loss: 0.0295 - val_success_ratio: 0.6200 - val_r_coeff: 0.0014
Epoch 642/4000
0s - loss: 0.0284 - success_ratio: 0.6187 - r_coeff: 0.0677 - val_loss: 0.0294 - val_success_ratio: 0.6200 - val_r_coeff: 0.0022
Epoch 643/4000
0s - loss: 0.0283 - success_ratio: 0.6187 - r_coeff: 0.0691 - val_loss: 0.0294 - val_success_ratio: 0.6200 - val_r_coeff: 0.0030
Epoch 644/4000
0s - loss: 0.0283 - success_ratio: 0.6187 - r_coeff: 0.0704 - val_loss: 0.0294 - val_success_ratio: 0.6200 - val_r_coeff: 0.0038
Epoch 645/4000
0s - loss: 0.0283 - success_ratio: 0.6187 - r_coeff: 0.0718 - val_loss: 0.0294 - val_success_ratio: 0.6200 - val_r_coeff: 0.0046
Epoch 646/4000
0s - loss: 0.0282 - success_ratio: 0.6187 - r_coeff: 0.0732 - val_loss: 0.0293 - val_success_ratio: 0.6200 - val_r_coeff: 0.0054
Epoch 647/4000
0s - loss: 0.0282 - success_ratio: 0.6162 - r_coeff: 0.0745 - val_loss: 0.0293 - val_success_ratio: 0.6200 - val_r_coeff: 0.0061
Epoch 648/4000
0s - loss: 0.0281 - success_ratio: 0.6162 - r_coeff: 0.0759 - val_loss: 0.0293 - val_success_ratio: 0.6200 - val_r_coeff: 0.0069
Epoch 649/4000
0s - loss: 0.0281 - success_ratio: 0.6162 - r_coeff: 0.0772 - val_loss: 0.0293 - val_success_ratio: 0.6200 - val_r_coeff: 0.0077
Epoch 650/4000
0s - loss: 0.0281 - success_ratio: 0.6212 - r_coeff: 0.0785 - val_loss: 0.0293 - val_success_ratio: 0.6200 - val_r_coeff: 0.0084
Epoch 651/4000
0s - loss: 0.0280 - success_ratio: 0.6212 - r_coeff: 0.0799 - val_loss: 0.0292 - val_success_ratio: 0.6200 - val_r_coeff: 0.0092
Epoch 652/4000
0s - loss: 0.0280 - success_ratio: 0.6263 - r_coeff: 0.0812 - val_loss: 0.0292 - val_success_ratio: 0.6200 - val_r_coeff: 0.0100
Epoch 653/4000
0s - loss: 0.0279 - success_ratio: 0.6263 - r_coeff: 0.0825 - val_loss: 0.0292 - val_success_ratio: 0.6200 - val_r_coeff: 0.0107
Epoch 654/4000
0s - loss: 0.0279 - success_ratio: 0.6263 - r_coeff: 0.0838 - val_loss: 0.0292 - val_success_ratio: 0.6200 - val_r_coeff: 0.0115
Epoch 655/4000
0s - loss: 0.0279 - success_ratio: 0.6288 - r_coeff: 0.0851 - val_loss: 0.0291 - val_success_ratio: 0.6200 - val_r_coeff: 0.0122
Epoch 656/4000
0s - loss: 0.0278 - success_ratio: 0.6288 - r_coeff: 0.0864 - val_loss: 0.0291 - val_success_ratio: 0.6100 - val_r_coeff: 0.0130
Epoch 657/4000
0s - loss: 0.0278 - success_ratio: 0.6338 - r_coeff: 0.0877 - val_loss: 0.0291 - val_success_ratio: 0.6100 - val_r_coeff: 0.0137
Epoch 658/4000
0s - loss: 0.0277 - success_ratio: 0.6364 - r_coeff: 0.0889 - val_loss: 0.0291 - val_success_ratio: 0.5900 - val_r_coeff: 0.0144
Epoch 659/4000
0s - loss: 0.0277 - success_ratio: 0.6364 - r_coeff: 0.0902 - val_loss: 0.0291 - val_success_ratio: 0.5900 - val_r_coeff: 0.0152
Epoch 660/4000
0s - loss: 0.0277 - success_ratio: 0.6364 - r_coeff: 0.0915 - val_loss: 0.0290 - val_success_ratio: 0.5900 - val_r_coeff: 0.0159
Epoch 661/4000
0s - loss: 0.0276 - success_ratio: 0.6364 - r_coeff: 0.0927 - val_loss: 0.0290 - val_success_ratio: 0.5900 - val_r_coeff: 0.0166
Epoch 662/4000
0s - loss: 0.0276 - success_ratio: 0.6364 - r_coeff: 0.0940 - val_loss: 0.0290 - val_success_ratio: 0.5900 - val_r_coeff: 0.0173
Epoch 663/4000
0s - loss: 0.0275 - success_ratio: 0.6338 - r_coeff: 0.0952 - val_loss: 0.0290 - val_success_ratio: 0.6000 - val_r_coeff: 0.0180
Epoch 664/4000
0s - loss: 0.0275 - success_ratio: 0.6288 - r_coeff: 0.0965 - val_loss: 0.0289 - val_success_ratio: 0.6000 - val_r_coeff: 0.0188
Epoch 665/4000
0s - loss: 0.0275 - success_ratio: 0.6288 - r_coeff: 0.0977 - val_loss: 0.0289 - val_success_ratio: 0.6000 - val_r_coeff: 0.0195
Epoch 666/4000
0s - loss: 0.0274 - success_ratio: 0.6313 - r_coeff: 0.0989 - val_loss: 0.0289 - val_success_ratio: 0.6000 - val_r_coeff: 0.0202
Epoch 667/4000
0s - loss: 0.0274 - success_ratio: 0.6313 - r_coeff: 0.1001 - val_loss: 0.0289 - val_success_ratio: 0.6000 - val_r_coeff: 0.0209
Epoch 668/4000
0s - loss: 0.0274 - success_ratio: 0.6288 - r_coeff: 0.1014 - val_loss: 0.0289 - val_success_ratio: 0.6000 - val_r_coeff: 0.0216
Epoch 669/4000
0s - loss: 0.0273 - success_ratio: 0.6288 - r_coeff: 0.1026 - val_loss: 0.0288 - val_success_ratio: 0.6000 - val_r_coeff: 0.0223
Epoch 670/4000
0s - loss: 0.0273 - success_ratio: 0.6263 - r_coeff: 0.1038 - val_loss: 0.0288 - val_success_ratio: 0.6000 - val_r_coeff: 0.0230
Epoch 671/4000
0s - loss: 0.0272 - success_ratio: 0.6263 - r_coeff: 0.1050 - val_loss: 0.0288 - val_success_ratio: 0.6000 - val_r_coeff: 0.0236
Epoch 672/4000
0s - loss: 0.0272 - success_ratio: 0.6263 - r_coeff: 0.1062 - val_loss: 0.0288 - val_success_ratio: 0.6000 - val_r_coeff: 0.0243
Epoch 673/4000
0s - loss: 0.0272 - success_ratio: 0.6237 - r_coeff: 0.1073 - val_loss: 0.0288 - val_success_ratio: 0.6000 - val_r_coeff: 0.0250
Epoch 674/4000
0s - loss: 0.0271 - success_ratio: 0.6237 - r_coeff: 0.1085 - val_loss: 0.0287 - val_success_ratio: 0.6000 - val_r_coeff: 0.0257
Epoch 675/4000
0s - loss: 0.0271 - success_ratio: 0.6263 - r_coeff: 0.1097 - val_loss: 0.0287 - val_success_ratio: 0.6000 - val_r_coeff: 0.0264
Epoch 676/4000
0s - loss: 0.0271 - success_ratio: 0.6263 - r_coeff: 0.1109 - val_loss: 0.0287 - val_success_ratio: 0.6000 - val_r_coeff: 0.0270
Epoch 677/4000
0s - loss: 0.0270 - success_ratio: 0.6263 - r_coeff: 0.1120 - val_loss: 0.0287 - val_success_ratio: 0.6000 - val_r_coeff: 0.0277
Epoch 678/4000
0s - loss: 0.0270 - success_ratio: 0.6263 - r_coeff: 0.1132 - val_loss: 0.0287 - val_success_ratio: 0.6000 - val_r_coeff: 0.0284
Epoch 679/4000
0s - loss: 0.0270 - success_ratio: 0.6237 - r_coeff: 0.1143 - val_loss: 0.0286 - val_success_ratio: 0.6000 - val_r_coeff: 0.0290
Epoch 680/4000
0s - loss: 0.0269 - success_ratio: 0.6237 - r_coeff: 0.1155 - val_loss: 0.0286 - val_success_ratio: 0.6000 - val_r_coeff: 0.0297
Epoch 681/4000
0s - loss: 0.0269 - success_ratio: 0.6212 - r_coeff: 0.1166 - val_loss: 0.0286 - val_success_ratio: 0.6000 - val_r_coeff: 0.0303
Epoch 682/4000
0s - loss: 0.0269 - success_ratio: 0.6212 - r_coeff: 0.1177 - val_loss: 0.0286 - val_success_ratio: 0.6000 - val_r_coeff: 0.0310
Epoch 683/4000
0s - loss: 0.0268 - success_ratio: 0.6212 - r_coeff: 0.1189 - val_loss: 0.0286 - val_success_ratio: 0.6100 - val_r_coeff: 0.0316
Epoch 684/4000
0s - loss: 0.0268 - success_ratio: 0.6237 - r_coeff: 0.1200 - val_loss: 0.0285 - val_success_ratio: 0.6100 - val_r_coeff: 0.0323
Epoch 685/4000
0s - loss: 0.0268 - success_ratio: 0.6237 - r_coeff: 0.1211 - val_loss: 0.0285 - val_success_ratio: 0.6100 - val_r_coeff: 0.0329
Epoch 686/4000
0s - loss: 0.0267 - success_ratio: 0.6237 - r_coeff: 0.1222 - val_loss: 0.0285 - val_success_ratio: 0.6100 - val_r_coeff: 0.0335
Epoch 687/4000
0s - loss: 0.0267 - success_ratio: 0.6237 - r_coeff: 0.1233 - val_loss: 0.0285 - val_success_ratio: 0.6100 - val_r_coeff: 0.0342
Epoch 688/4000
0s - loss: 0.0267 - success_ratio: 0.6263 - r_coeff: 0.1244 - val_loss: 0.0285 - val_success_ratio: 0.6100 - val_r_coeff: 0.0348
Epoch 689/4000
0s - loss: 0.0266 - success_ratio: 0.6263 - r_coeff: 0.1255 - val_loss: 0.0285 - val_success_ratio: 0.6100 - val_r_coeff: 0.0354
Epoch 690/4000
0s - loss: 0.0266 - success_ratio: 0.6263 - r_coeff: 0.1266 - val_loss: 0.0284 - val_success_ratio: 0.6100 - val_r_coeff: 0.0361
Epoch 691/4000
0s - loss: 0.0266 - success_ratio: 0.6263 - r_coeff: 0.1277 - val_loss: 0.0284 - val_success_ratio: 0.6100 - val_r_coeff: 0.0367
Epoch 692/4000
0s - loss: 0.0265 - success_ratio: 0.6288 - r_coeff: 0.1288 - val_loss: 0.0284 - val_success_ratio: 0.6100 - val_r_coeff: 0.0373
Epoch 693/4000
0s - loss: 0.0265 - success_ratio: 0.6288 - r_coeff: 0.1298 - val_loss: 0.0284 - val_success_ratio: 0.6100 - val_r_coeff: 0.0379
Epoch 694/4000
0s - loss: 0.0265 - success_ratio: 0.6288 - r_coeff: 0.1309 - val_loss: 0.0284 - val_success_ratio: 0.6200 - val_r_coeff: 0.0385
Epoch 695/4000
0s - loss: 0.0264 - success_ratio: 0.6288 - r_coeff: 0.1320 - val_loss: 0.0283 - val_success_ratio: 0.6200 - val_r_coeff: 0.0391
Epoch 696/4000
0s - loss: 0.0264 - success_ratio: 0.6288 - r_coeff: 0.1330 - val_loss: 0.0283 - val_success_ratio: 0.6200 - val_r_coeff: 0.0398
Epoch 697/4000
0s - loss: 0.0264 - success_ratio: 0.6288 - r_coeff: 0.1341 - val_loss: 0.0283 - val_success_ratio: 0.6200 - val_r_coeff: 0.0404
Epoch 698/4000
0s - loss: 0.0263 - success_ratio: 0.6288 - r_coeff: 0.1351 - val_loss: 0.0283 - val_success_ratio: 0.6200 - val_r_coeff: 0.0410
Epoch 699/4000
0s - loss: 0.0263 - success_ratio: 0.6288 - r_coeff: 0.1362 - val_loss: 0.0283 - val_success_ratio: 0.6200 - val_r_coeff: 0.0416
Epoch 700/4000
0s - loss: 0.0263 - success_ratio: 0.6288 - r_coeff: 0.1372 - val_loss: 0.0283 - val_success_ratio: 0.6100 - val_r_coeff: 0.0422
Epoch 701/4000
0s - loss: 0.0262 - success_ratio: 0.6288 - r_coeff: 0.1382 - val_loss: 0.0282 - val_success_ratio: 0.6100 - val_r_coeff: 0.0428
Epoch 702/4000
0s - loss: 0.0262 - success_ratio: 0.6288 - r_coeff: 0.1393 - val_loss: 0.0282 - val_success_ratio: 0.6100 - val_r_coeff: 0.0434
Epoch 703/4000
0s - loss: 0.0262 - success_ratio: 0.6313 - r_coeff: 0.1403 - val_loss: 0.0282 - val_success_ratio: 0.6100 - val_r_coeff: 0.0439
Epoch 704/4000
0s - loss: 0.0261 - success_ratio: 0.6313 - r_coeff: 0.1413 - val_loss: 0.0282 - val_success_ratio: 0.6100 - val_r_coeff: 0.0445
Epoch 705/4000
0s - loss: 0.0261 - success_ratio: 0.6338 - r_coeff: 0.1423 - val_loss: 0.0282 - val_success_ratio: 0.6100 - val_r_coeff: 0.0451
Epoch 706/4000
0s - loss: 0.0261 - success_ratio: 0.6338 - r_coeff: 0.1433 - val_loss: 0.0282 - val_success_ratio: 0.6100 - val_r_coeff: 0.0457
Epoch 707/4000
0s - loss: 0.0260 - success_ratio: 0.6338 - r_coeff: 0.1443 - val_loss: 0.0281 - val_success_ratio: 0.6100 - val_r_coeff: 0.0463
Epoch 708/4000
0s - loss: 0.0260 - success_ratio: 0.6364 - r_coeff: 0.1453 - val_loss: 0.0281 - val_success_ratio: 0.6100 - val_r_coeff: 0.0469
Epoch 709/4000
0s - loss: 0.0260 - success_ratio: 0.6389 - r_coeff: 0.1463 - val_loss: 0.0281 - val_success_ratio: 0.6100 - val_r_coeff: 0.0474
Epoch 710/4000
0s - loss: 0.0260 - success_ratio: 0.6414 - r_coeff: 0.1473 - val_loss: 0.0281 - val_success_ratio: 0.6100 - val_r_coeff: 0.0480
Epoch 711/4000
0s - loss: 0.0259 - success_ratio: 0.6414 - r_coeff: 0.1483 - val_loss: 0.0281 - val_success_ratio: 0.6100 - val_r_coeff: 0.0486
Epoch 712/4000
0s - loss: 0.0259 - success_ratio: 0.6414 - r_coeff: 0.1492 - val_loss: 0.0281 - val_success_ratio: 0.6100 - val_r_coeff: 0.0491
Epoch 713/4000
0s - loss: 0.0259 - success_ratio: 0.6414 - r_coeff: 0.1502 - val_loss: 0.0280 - val_success_ratio: 0.6100 - val_r_coeff: 0.0497
Epoch 714/4000
0s - loss: 0.0258 - success_ratio: 0.6414 - r_coeff: 0.1512 - val_loss: 0.0280 - val_success_ratio: 0.6100 - val_r_coeff: 0.0503
Epoch 715/4000
0s - loss: 0.0258 - success_ratio: 0.6414 - r_coeff: 0.1521 - val_loss: 0.0280 - val_success_ratio: 0.6100 - val_r_coeff: 0.0508
Epoch 716/4000
0s - loss: 0.0258 - success_ratio: 0.6414 - r_coeff: 0.1531 - val_loss: 0.0280 - val_success_ratio: 0.6100 - val_r_coeff: 0.0514
Epoch 717/4000
0s - loss: 0.0258 - success_ratio: 0.6414 - r_coeff: 0.1541 - val_loss: 0.0280 - val_success_ratio: 0.6100 - val_r_coeff: 0.0519
Epoch 718/4000
0s - loss: 0.0257 - success_ratio: 0.6389 - r_coeff: 0.1550 - val_loss: 0.0280 - val_success_ratio: 0.6100 - val_r_coeff: 0.0525
Epoch 719/4000
0s - loss: 0.0257 - success_ratio: 0.6439 - r_coeff: 0.1560 - val_loss: 0.0279 - val_success_ratio: 0.6100 - val_r_coeff: 0.0530
Epoch 720/4000
0s - loss: 0.0257 - success_ratio: 0.6439 - r_coeff: 0.1569 - val_loss: 0.0279 - val_success_ratio: 0.6100 - val_r_coeff: 0.0536
Epoch 721/4000
0s - loss: 0.0256 - success_ratio: 0.6465 - r_coeff: 0.1578 - val_loss: 0.0279 - val_success_ratio: 0.6100 - val_r_coeff: 0.0541
Epoch 722/4000
0s - loss: 0.0256 - success_ratio: 0.6465 - r_coeff: 0.1588 - val_loss: 0.0279 - val_success_ratio: 0.6100 - val_r_coeff: 0.0547
Epoch 723/4000
0s - loss: 0.0256 - success_ratio: 0.6465 - r_coeff: 0.1597 - val_loss: 0.0279 - val_success_ratio: 0.6000 - val_r_coeff: 0.0552
Epoch 724/4000
0s - loss: 0.0256 - success_ratio: 0.6465 - r_coeff: 0.1606 - val_loss: 0.0279 - val_success_ratio: 0.6000 - val_r_coeff: 0.0558
Epoch 725/4000
0s - loss: 0.0255 - success_ratio: 0.6465 - r_coeff: 0.1615 - val_loss: 0.0278 - val_success_ratio: 0.6000 - val_r_coeff: 0.0563
Epoch 726/4000
0s - loss: 0.0255 - success_ratio: 0.6465 - r_coeff: 0.1624 - val_loss: 0.0278 - val_success_ratio: 0.6000 - val_r_coeff: 0.0568
Epoch 727/4000
0s - loss: 0.0255 - success_ratio: 0.6465 - r_coeff: 0.1633 - val_loss: 0.0278 - val_success_ratio: 0.6000 - val_r_coeff: 0.0574
Epoch 728/4000
0s - loss: 0.0254 - success_ratio: 0.6465 - r_coeff: 0.1643 - val_loss: 0.0278 - val_success_ratio: 0.6000 - val_r_coeff: 0.0579
Epoch 729/4000
0s - loss: 0.0254 - success_ratio: 0.6439 - r_coeff: 0.1652 - val_loss: 0.0278 - val_success_ratio: 0.6000 - val_r_coeff: 0.0584
Epoch 730/4000
0s - loss: 0.0254 - success_ratio: 0.6439 - r_coeff: 0.1661 - val_loss: 0.0278 - val_success_ratio: 0.6000 - val_r_coeff: 0.0590
Epoch 731/4000
0s - loss: 0.0254 - success_ratio: 0.6439 - r_coeff: 0.1669 - val_loss: 0.0277 - val_success_ratio: 0.6000 - val_r_coeff: 0.0595
Epoch 732/4000
0s - loss: 0.0253 - success_ratio: 0.6439 - r_coeff: 0.1678 - val_loss: 0.0277 - val_success_ratio: 0.6000 - val_r_coeff: 0.0600
Epoch 733/4000
0s - loss: 0.0253 - success_ratio: 0.6439 - r_coeff: 0.1687 - val_loss: 0.0277 - val_success_ratio: 0.6000 - val_r_coeff: 0.0605
Epoch 734/4000
0s - loss: 0.0253 - success_ratio: 0.6414 - r_coeff: 0.1696 - val_loss: 0.0277 - val_success_ratio: 0.6000 - val_r_coeff: 0.0611
Epoch 735/4000
0s - loss: 0.0253 - success_ratio: 0.6439 - r_coeff: 0.1705 - val_loss: 0.0277 - val_success_ratio: 0.6000 - val_r_coeff: 0.0616
Epoch 736/4000
0s - loss: 0.0252 - success_ratio: 0.6439 - r_coeff: 0.1713 - val_loss: 0.0277 - val_success_ratio: 0.6100 - val_r_coeff: 0.0621
Epoch 737/4000
0s - loss: 0.0252 - success_ratio: 0.6439 - r_coeff: 0.1722 - val_loss: 0.0277 - val_success_ratio: 0.6100 - val_r_coeff: 0.0626
Epoch 738/4000
0s - loss: 0.0252 - success_ratio: 0.6439 - r_coeff: 0.1731 - val_loss: 0.0276 - val_success_ratio: 0.6100 - val_r_coeff: 0.0631
Epoch 739/4000
0s - loss: 0.0251 - success_ratio: 0.6439 - r_coeff: 0.1739 - val_loss: 0.0276 - val_success_ratio: 0.6100 - val_r_coeff: 0.0636
Epoch 740/4000
0s - loss: 0.0251 - success_ratio: 0.6439 - r_coeff: 0.1748 - val_loss: 0.0276 - val_success_ratio: 0.6100 - val_r_coeff: 0.0641
Epoch 741/4000
0s - loss: 0.0251 - success_ratio: 0.6439 - r_coeff: 0.1756 - val_loss: 0.0276 - val_success_ratio: 0.6100 - val_r_coeff: 0.0647
Epoch 742/4000
0s - loss: 0.0251 - success_ratio: 0.6439 - r_coeff: 0.1765 - val_loss: 0.0276 - val_success_ratio: 0.6000 - val_r_coeff: 0.0652
Epoch 743/4000
0s - loss: 0.0250 - success_ratio: 0.6439 - r_coeff: 0.1773 - val_loss: 0.0276 - val_success_ratio: 0.6000 - val_r_coeff: 0.0657
Epoch 744/4000
0s - loss: 0.0250 - success_ratio: 0.6439 - r_coeff: 0.1782 - val_loss: 0.0275 - val_success_ratio: 0.5900 - val_r_coeff: 0.0662
Epoch 745/4000
0s - loss: 0.0250 - success_ratio: 0.6439 - r_coeff: 0.1790 - val_loss: 0.0275 - val_success_ratio: 0.5900 - val_r_coeff: 0.0667
Epoch 746/4000
0s - loss: 0.0250 - success_ratio: 0.6439 - r_coeff: 0.1798 - val_loss: 0.0275 - val_success_ratio: 0.5900 - val_r_coeff: 0.0672
Epoch 747/4000
0s - loss: 0.0249 - success_ratio: 0.6414 - r_coeff: 0.1807 - val_loss: 0.0275 - val_success_ratio: 0.5900 - val_r_coeff: 0.0677
Epoch 748/4000
0s - loss: 0.0249 - success_ratio: 0.6439 - r_coeff: 0.1815 - val_loss: 0.0275 - val_success_ratio: 0.5900 - val_r_coeff: 0.0682
Epoch 749/4000
0s - loss: 0.0249 - success_ratio: 0.6439 - r_coeff: 0.1823 - val_loss: 0.0275 - val_success_ratio: 0.5900 - val_r_coeff: 0.0687
Epoch 750/4000
0s - loss: 0.0249 - success_ratio: 0.6465 - r_coeff: 0.1831 - val_loss: 0.0275 - val_success_ratio: 0.5900 - val_r_coeff: 0.0692
Epoch 751/4000
0s - loss: 0.0248 - success_ratio: 0.6465 - r_coeff: 0.1840 - val_loss: 0.0274 - val_success_ratio: 0.5900 - val_r_coeff: 0.0697
Epoch 752/4000
0s - loss: 0.0248 - success_ratio: 0.6490 - r_coeff: 0.1848 - val_loss: 0.0274 - val_success_ratio: 0.5900 - val_r_coeff: 0.0701
Epoch 753/4000
0s - loss: 0.0248 - success_ratio: 0.6490 - r_coeff: 0.1856 - val_loss: 0.0274 - val_success_ratio: 0.5900 - val_r_coeff: 0.0706
Epoch 754/4000
0s - loss: 0.0248 - success_ratio: 0.6490 - r_coeff: 0.1864 - val_loss: 0.0274 - val_success_ratio: 0.5900 - val_r_coeff: 0.0711
Epoch 755/4000
0s - loss: 0.0247 - success_ratio: 0.6490 - r_coeff: 0.1872 - val_loss: 0.0274 - val_success_ratio: 0.5900 - val_r_coeff: 0.0716
Epoch 756/4000
0s - loss: 0.0247 - success_ratio: 0.6515 - r_coeff: 0.1880 - val_loss: 0.0274 - val_success_ratio: 0.5900 - val_r_coeff: 0.0721
Epoch 757/4000
0s - loss: 0.0247 - success_ratio: 0.6515 - r_coeff: 0.1888 - val_loss: 0.0274 - val_success_ratio: 0.5900 - val_r_coeff: 0.0726
Epoch 758/4000
0s - loss: 0.0247 - success_ratio: 0.6515 - r_coeff: 0.1896 - val_loss: 0.0273 - val_success_ratio: 0.5900 - val_r_coeff: 0.0731
Epoch 759/4000
0s - loss: 0.0246 - success_ratio: 0.6490 - r_coeff: 0.1904 - val_loss: 0.0273 - val_success_ratio: 0.5900 - val_r_coeff: 0.0735
Epoch 760/4000
0s - loss: 0.0246 - success_ratio: 0.6490 - r_coeff: 0.1911 - val_loss: 0.0273 - val_success_ratio: 0.5900 - val_r_coeff: 0.0740
Epoch 761/4000
0s - loss: 0.0246 - success_ratio: 0.6490 - r_coeff: 0.1919 - val_loss: 0.0273 - val_success_ratio: 0.5900 - val_r_coeff: 0.0745
Epoch 762/4000
0s - loss: 0.0246 - success_ratio: 0.6490 - r_coeff: 0.1927 - val_loss: 0.0273 - val_success_ratio: 0.5900 - val_r_coeff: 0.0750
Epoch 763/4000
0s - loss: 0.0246 - success_ratio: 0.6490 - r_coeff: 0.1935 - val_loss: 0.0273 - val_success_ratio: 0.5900 - val_r_coeff: 0.0754
Epoch 764/4000
0s - loss: 0.0245 - success_ratio: 0.6465 - r_coeff: 0.1942 - val_loss: 0.0273 - val_success_ratio: 0.5900 - val_r_coeff: 0.0759
Epoch 765/4000
0s - loss: 0.0245 - success_ratio: 0.6465 - r_coeff: 0.1950 - val_loss: 0.0272 - val_success_ratio: 0.5900 - val_r_coeff: 0.0764
Epoch 766/4000
0s - loss: 0.0245 - success_ratio: 0.6465 - r_coeff: 0.1958 - val_loss: 0.0272 - val_success_ratio: 0.5900 - val_r_coeff: 0.0769
Epoch 767/4000
0s - loss: 0.0245 - success_ratio: 0.6439 - r_coeff: 0.1965 - val_loss: 0.0272 - val_success_ratio: 0.5900 - val_r_coeff: 0.0773
Epoch 768/4000
0s - loss: 0.0244 - success_ratio: 0.6439 - r_coeff: 0.1973 - val_loss: 0.0272 - val_success_ratio: 0.5900 - val_r_coeff: 0.0778
Epoch 769/4000
0s - loss: 0.0244 - success_ratio: 0.6439 - r_coeff: 0.1980 - val_loss: 0.0272 - val_success_ratio: 0.5900 - val_r_coeff: 0.0783
Epoch 770/4000
0s - loss: 0.0244 - success_ratio: 0.6439 - r_coeff: 0.1988 - val_loss: 0.0272 - val_success_ratio: 0.5900 - val_r_coeff: 0.0787
Epoch 771/4000
0s - loss: 0.0244 - success_ratio: 0.6439 - r_coeff: 0.1995 - val_loss: 0.0272 - val_success_ratio: 0.5900 - val_r_coeff: 0.0792
Epoch 772/4000
0s - loss: 0.0243 - success_ratio: 0.6439 - r_coeff: 0.2003 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0797
Epoch 773/4000
0s - loss: 0.0243 - success_ratio: 0.6439 - r_coeff: 0.2010 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0801
Epoch 774/4000
0s - loss: 0.0243 - success_ratio: 0.6439 - r_coeff: 0.2018 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0806
Epoch 775/4000
0s - loss: 0.0243 - success_ratio: 0.6465 - r_coeff: 0.2025 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0811
Epoch 776/4000
0s - loss: 0.0243 - success_ratio: 0.6465 - r_coeff: 0.2032 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0815
Epoch 777/4000
0s - loss: 0.0242 - success_ratio: 0.6465 - r_coeff: 0.2040 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0820
Epoch 778/4000
0s - loss: 0.0242 - success_ratio: 0.6465 - r_coeff: 0.2047 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0824
Epoch 779/4000
0s - loss: 0.0242 - success_ratio: 0.6465 - r_coeff: 0.2054 - val_loss: 0.0271 - val_success_ratio: 0.5900 - val_r_coeff: 0.0829
Epoch 780/4000
0s - loss: 0.0242 - success_ratio: 0.6465 - r_coeff: 0.2062 - val_loss: 0.0270 - val_success_ratio: 0.5900 - val_r_coeff: 0.0834
Epoch 781/4000
0s - loss: 0.0241 - success_ratio: 0.6490 - r_coeff: 0.2069 - val_loss: 0.0270 - val_success_ratio: 0.5900 - val_r_coeff: 0.0838
Epoch 782/4000
0s - loss: 0.0241 - success_ratio: 0.6490 - r_coeff: 0.2076 - val_loss: 0.0270 - val_success_ratio: 0.5900 - val_r_coeff: 0.0843
Epoch 783/4000
0s - loss: 0.0241 - success_ratio: 0.6490 - r_coeff: 0.2083 - val_loss: 0.0270 - val_success_ratio: 0.6000 - val_r_coeff: 0.0847
Epoch 784/4000
0s - loss: 0.0241 - success_ratio: 0.6490 - r_coeff: 0.2090 - val_loss: 0.0270 - val_success_ratio: 0.6000 - val_r_coeff: 0.0852
Epoch 785/4000
0s - loss: 0.0241 - success_ratio: 0.6490 - r_coeff: 0.2097 - val_loss: 0.0270 - val_success_ratio: 0.6000 - val_r_coeff: 0.0856
Epoch 786/4000
0s - loss: 0.0240 - success_ratio: 0.6490 - r_coeff: 0.2104 - val_loss: 0.0270 - val_success_ratio: 0.6000 - val_r_coeff: 0.0861
Epoch 787/4000
0s - loss: 0.0240 - success_ratio: 0.6490 - r_coeff: 0.2111 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0865
Epoch 788/4000
0s - loss: 0.0240 - success_ratio: 0.6490 - r_coeff: 0.2118 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0870
Epoch 789/4000
0s - loss: 0.0240 - success_ratio: 0.6490 - r_coeff: 0.2125 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0874
Epoch 790/4000
0s - loss: 0.0240 - success_ratio: 0.6490 - r_coeff: 0.2132 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0879
Epoch 791/4000
0s - loss: 0.0239 - success_ratio: 0.6515 - r_coeff: 0.2139 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0883
Epoch 792/4000
0s - loss: 0.0239 - success_ratio: 0.6540 - r_coeff: 0.2146 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0888
Epoch 793/4000
0s - loss: 0.0239 - success_ratio: 0.6540 - r_coeff: 0.2153 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0892
Epoch 794/4000
0s - loss: 0.0239 - success_ratio: 0.6540 - r_coeff: 0.2160 - val_loss: 0.0269 - val_success_ratio: 0.6000 - val_r_coeff: 0.0896
Epoch 795/4000
0s - loss: 0.0238 - success_ratio: 0.6540 - r_coeff: 0.2167 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0901
Epoch 796/4000
0s - loss: 0.0238 - success_ratio: 0.6540 - r_coeff: 0.2173 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0905
Epoch 797/4000
0s - loss: 0.0238 - success_ratio: 0.6540 - r_coeff: 0.2180 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0910
Epoch 798/4000
0s - loss: 0.0238 - success_ratio: 0.6515 - r_coeff: 0.2187 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0914
Epoch 799/4000
0s - loss: 0.0238 - success_ratio: 0.6515 - r_coeff: 0.2194 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0918
Epoch 800/4000
0s - loss: 0.0237 - success_ratio: 0.6515 - r_coeff: 0.2200 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0923
Epoch 801/4000
0s - loss: 0.0237 - success_ratio: 0.6515 - r_coeff: 0.2207 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0927
Epoch 802/4000
0s - loss: 0.0237 - success_ratio: 0.6515 - r_coeff: 0.2214 - val_loss: 0.0268 - val_success_ratio: 0.6000 - val_r_coeff: 0.0932
Epoch 803/4000
0s - loss: 0.0237 - success_ratio: 0.6515 - r_coeff: 0.2220 - val_loss: 0.0267 - val_success_ratio: 0.6000 - val_r_coeff: 0.0936
Epoch 804/4000
0s - loss: 0.0237 - success_ratio: 0.6515 - r_coeff: 0.2227 - val_loss: 0.0267 - val_success_ratio: 0.6000 - val_r_coeff: 0.0940
Epoch 805/4000
0s - loss: 0.0236 - success_ratio: 0.6515 - r_coeff: 0.2233 - val_loss: 0.0267 - val_success_ratio: 0.6000 - val_r_coeff: 0.0945
Epoch 806/4000
0s - loss: 0.0236 - success_ratio: 0.6515 - r_coeff: 0.2240 - val_loss: 0.0267 - val_success_ratio: 0.6000 - val_r_coeff: 0.0949
Epoch 807/4000
0s - loss: 0.0236 - success_ratio: 0.6515 - r_coeff: 0.2246 - val_loss: 0.0267 - val_success_ratio: 0.6000 - val_r_coeff: 0.0953
Epoch 808/4000
0s - loss: 0.0236 - success_ratio: 0.6515 - r_coeff: 0.2253 - val_loss: 0.0267 - val_success_ratio: 0.6000 - val_r_coeff: 0.0958
Epoch 809/4000
0s - loss: 0.0236 - success_ratio: 0.6515 - r_coeff: 0.2259 - val_loss: 0.0267 - val_success_ratio: 0.6000 - val_r_coeff: 0.0962
Epoch 810/4000
0s - loss: 0.0235 - success_ratio: 0.6515 - r_coeff: 0.2266 - val_loss: 0.0266 - val_success_ratio: 0.6000 - val_r_coeff: 0.0966
Epoch 811/4000
0s - loss: 0.0235 - success_ratio: 0.6515 - r_coeff: 0.2272 - val_loss: 0.0266 - val_success_ratio: 0.6000 - val_r_coeff: 0.0971
Epoch 812/4000
0s - loss: 0.0235 - success_ratio: 0.6515 - r_coeff: 0.2279 - val_loss: 0.0266 - val_success_ratio: 0.6100 - val_r_coeff: 0.0975
Epoch 813/4000
0s - loss: 0.0235 - success_ratio: 0.6515 - r_coeff: 0.2285 - val_loss: 0.0266 - val_success_ratio: 0.6100 - val_r_coeff: 0.0979
Epoch 814/4000
0s - loss: 0.0235 - success_ratio: 0.6490 - r_coeff: 0.2291 - val_loss: 0.0266 - val_success_ratio: 0.6100 - val_r_coeff: 0.0984
Epoch 815/4000
0s - loss: 0.0234 - success_ratio: 0.6490 - r_coeff: 0.2298 - val_loss: 0.0266 - val_success_ratio: 0.6100 - val_r_coeff: 0.0988
Epoch 816/4000
0s - loss: 0.0234 - success_ratio: 0.6490 - r_coeff: 0.2304 - val_loss: 0.0266 - val_success_ratio: 0.6100 - val_r_coeff: 0.0992
Epoch 817/4000
0s - loss: 0.0234 - success_ratio: 0.6490 - r_coeff: 0.2310 - val_loss: 0.0266 - val_success_ratio: 0.6100 - val_r_coeff: 0.0996
Epoch 818/4000
0s - loss: 0.0234 - success_ratio: 0.6490 - r_coeff: 0.2317 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1001
Epoch 819/4000
0s - loss: 0.0234 - success_ratio: 0.6465 - r_coeff: 0.2323 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1005
Epoch 820/4000
0s - loss: 0.0234 - success_ratio: 0.6465 - r_coeff: 0.2329 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1009
Epoch 821/4000
0s - loss: 0.0233 - success_ratio: 0.6465 - r_coeff: 0.2335 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1013
Epoch 822/4000
0s - loss: 0.0233 - success_ratio: 0.6490 - r_coeff: 0.2342 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1018
Epoch 823/4000
0s - loss: 0.0233 - success_ratio: 0.6490 - r_coeff: 0.2348 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1022
Epoch 824/4000
0s - loss: 0.0233 - success_ratio: 0.6490 - r_coeff: 0.2354 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1026
Epoch 825/4000
0s - loss: 0.0233 - success_ratio: 0.6490 - r_coeff: 0.2360 - val_loss: 0.0265 - val_success_ratio: 0.6100 - val_r_coeff: 0.1030
Epoch 826/4000
0s - loss: 0.0232 - success_ratio: 0.6490 - r_coeff: 0.2366 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1034
Epoch 827/4000
0s - loss: 0.0232 - success_ratio: 0.6490 - r_coeff: 0.2372 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1039
Epoch 828/4000
0s - loss: 0.0232 - success_ratio: 0.6490 - r_coeff: 0.2378 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1043
Epoch 829/4000
0s - loss: 0.0232 - success_ratio: 0.6490 - r_coeff: 0.2384 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1047
Epoch 830/4000
0s - loss: 0.0232 - success_ratio: 0.6490 - r_coeff: 0.2391 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1051
Epoch 831/4000
0s - loss: 0.0231 - success_ratio: 0.6490 - r_coeff: 0.2397 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1055
Epoch 832/4000
0s - loss: 0.0231 - success_ratio: 0.6490 - r_coeff: 0.2403 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1060
Epoch 833/4000
0s - loss: 0.0231 - success_ratio: 0.6490 - r_coeff: 0.2409 - val_loss: 0.0264 - val_success_ratio: 0.6100 - val_r_coeff: 0.1064
Epoch 834/4000
0s - loss: 0.0231 - success_ratio: 0.6490 - r_coeff: 0.2414 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1068
Epoch 835/4000
0s - loss: 0.0231 - success_ratio: 0.6490 - r_coeff: 0.2420 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1072
Epoch 836/4000
0s - loss: 0.0231 - success_ratio: 0.6490 - r_coeff: 0.2426 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1076
Epoch 837/4000
0s - loss: 0.0230 - success_ratio: 0.6490 - r_coeff: 0.2432 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1081
Epoch 838/4000
0s - loss: 0.0230 - success_ratio: 0.6465 - r_coeff: 0.2438 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1085
Epoch 839/4000
0s - loss: 0.0230 - success_ratio: 0.6465 - r_coeff: 0.2444 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1089
Epoch 840/4000
0s - loss: 0.0230 - success_ratio: 0.6439 - r_coeff: 0.2450 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1093
Epoch 841/4000
0s - loss: 0.0230 - success_ratio: 0.6465 - r_coeff: 0.2456 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1097
Epoch 842/4000
0s - loss: 0.0229 - success_ratio: 0.6465 - r_coeff: 0.2462 - val_loss: 0.0263 - val_success_ratio: 0.6100 - val_r_coeff: 0.1101
Epoch 843/4000
0s - loss: 0.0229 - success_ratio: 0.6465 - r_coeff: 0.2467 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1105
Epoch 844/4000
0s - loss: 0.0229 - success_ratio: 0.6465 - r_coeff: 0.2473 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1109
Epoch 845/4000
0s - loss: 0.0229 - success_ratio: 0.6465 - r_coeff: 0.2479 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1114
Epoch 846/4000
0s - loss: 0.0229 - success_ratio: 0.6465 - r_coeff: 0.2485 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1118
Epoch 847/4000
0s - loss: 0.0229 - success_ratio: 0.6465 - r_coeff: 0.2490 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1122
Epoch 848/4000
0s - loss: 0.0228 - success_ratio: 0.6465 - r_coeff: 0.2496 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1126
Epoch 849/4000
0s - loss: 0.0228 - success_ratio: 0.6465 - r_coeff: 0.2502 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1130
Epoch 850/4000
0s - loss: 0.0228 - success_ratio: 0.6465 - r_coeff: 0.2507 - val_loss: 0.0262 - val_success_ratio: 0.6100 - val_r_coeff: 0.1134
Epoch 851/4000
0s - loss: 0.0228 - success_ratio: 0.6465 - r_coeff: 0.2513 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1138
Epoch 852/4000
0s - loss: 0.0228 - success_ratio: 0.6490 - r_coeff: 0.2519 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1142
Epoch 853/4000
0s - loss: 0.0228 - success_ratio: 0.6490 - r_coeff: 0.2524 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1146
Epoch 854/4000
0s - loss: 0.0227 - success_ratio: 0.6490 - r_coeff: 0.2530 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1150
Epoch 855/4000
0s - loss: 0.0227 - success_ratio: 0.6490 - r_coeff: 0.2536 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1155
Epoch 856/4000
0s - loss: 0.0227 - success_ratio: 0.6490 - r_coeff: 0.2541 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1159
Epoch 857/4000
0s - loss: 0.0227 - success_ratio: 0.6490 - r_coeff: 0.2547 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1163
Epoch 858/4000
0s - loss: 0.0227 - success_ratio: 0.6490 - r_coeff: 0.2552 - val_loss: 0.0261 - val_success_ratio: 0.6100 - val_r_coeff: 0.1167
Epoch 859/4000
0s - loss: 0.0227 - success_ratio: 0.6490 - r_coeff: 0.2558 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1171
Epoch 860/4000
0s - loss: 0.0226 - success_ratio: 0.6490 - r_coeff: 0.2563 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1175
Epoch 861/4000
0s - loss: 0.0226 - success_ratio: 0.6490 - r_coeff: 0.2569 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1179
Epoch 862/4000
0s - loss: 0.0226 - success_ratio: 0.6515 - r_coeff: 0.2574 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1183
Epoch 863/4000
0s - loss: 0.0226 - success_ratio: 0.6515 - r_coeff: 0.2580 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1187
Epoch 864/4000
0s - loss: 0.0226 - success_ratio: 0.6515 - r_coeff: 0.2585 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1191
Epoch 865/4000
0s - loss: 0.0226 - success_ratio: 0.6515 - r_coeff: 0.2591 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1195
Epoch 866/4000
0s - loss: 0.0225 - success_ratio: 0.6515 - r_coeff: 0.2596 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1199
Epoch 867/4000
0s - loss: 0.0225 - success_ratio: 0.6490 - r_coeff: 0.2602 - val_loss: 0.0260 - val_success_ratio: 0.6100 - val_r_coeff: 0.1203
Epoch 868/4000
0s - loss: 0.0225 - success_ratio: 0.6515 - r_coeff: 0.2607 - val_loss: 0.0259 - val_success_ratio: 0.6100 - val_r_coeff: 0.1207
Epoch 869/4000
0s - loss: 0.0225 - success_ratio: 0.6515 - r_coeff: 0.2612 - val_loss: 0.0259 - val_success_ratio: 0.6100 - val_r_coeff: 0.1211
Epoch 870/4000
0s - loss: 0.0225 - success_ratio: 0.6515 - r_coeff: 0.2618 - val_loss: 0.0259 - val_success_ratio: 0.6000 - val_r_coeff: 0.1215
Epoch 871/4000
0s - loss: 0.0225 - success_ratio: 0.6515 - r_coeff: 0.2623 - val_loss: 0.0259 - val_success_ratio: 0.6000 - val_r_coeff: 0.1219
Epoch 872/4000
0s - loss: 0.0224 - success_ratio: 0.6515 - r_coeff: 0.2628 - val_loss: 0.0259 - val_success_ratio: 0.6000 - val_r_coeff: 0.1223
Epoch 873/4000
0s - loss: 0.0224 - success_ratio: 0.6515 - r_coeff: 0.2634 - val_loss: 0.0259 - val_success_ratio: 0.6000 - val_r_coeff: 0.1227
Epoch 874/4000
0s - loss: 0.0224 - success_ratio: 0.6515 - r_coeff: 0.2639 - val_loss: 0.0259 - val_success_ratio: 0.6000 - val_r_coeff: 0.1231
Epoch 875/4000
0s - loss: 0.0224 - success_ratio: 0.6515 - r_coeff: 0.2644 - val_loss: 0.0259 - val_success_ratio: 0.6000 - val_r_coeff: 0.1235
Epoch 876/4000
0s - loss: 0.0224 - success_ratio: 0.6515 - r_coeff: 0.2650 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1239
Epoch 877/4000
0s - loss: 0.0224 - success_ratio: 0.6515 - r_coeff: 0.2655 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1243
Epoch 878/4000
0s - loss: 0.0223 - success_ratio: 0.6515 - r_coeff: 0.2660 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1247
Epoch 879/4000
0s - loss: 0.0223 - success_ratio: 0.6515 - r_coeff: 0.2665 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1251
Epoch 880/4000
0s - loss: 0.0223 - success_ratio: 0.6515 - r_coeff: 0.2671 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1255
Epoch 881/4000
0s - loss: 0.0223 - success_ratio: 0.6515 - r_coeff: 0.2676 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1259
Epoch 882/4000
0s - loss: 0.0223 - success_ratio: 0.6490 - r_coeff: 0.2681 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1263
Epoch 883/4000
0s - loss: 0.0223 - success_ratio: 0.6490 - r_coeff: 0.2686 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1267
Epoch 884/4000
0s - loss: 0.0222 - success_ratio: 0.6490 - r_coeff: 0.2691 - val_loss: 0.0258 - val_success_ratio: 0.6000 - val_r_coeff: 0.1271
Epoch 885/4000
0s - loss: 0.0222 - success_ratio: 0.6490 - r_coeff: 0.2696 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1275
Epoch 886/4000
0s - loss: 0.0222 - success_ratio: 0.6490 - r_coeff: 0.2702 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1279
Epoch 887/4000
0s - loss: 0.0222 - success_ratio: 0.6515 - r_coeff: 0.2707 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1283
Epoch 888/4000
0s - loss: 0.0222 - success_ratio: 0.6540 - r_coeff: 0.2712 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1287
Epoch 889/4000
0s - loss: 0.0222 - success_ratio: 0.6566 - r_coeff: 0.2717 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1291
Epoch 890/4000
0s - loss: 0.0222 - success_ratio: 0.6566 - r_coeff: 0.2722 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1294
Epoch 891/4000
0s - loss: 0.0221 - success_ratio: 0.6591 - r_coeff: 0.2727 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1298
Epoch 892/4000
0s - loss: 0.0221 - success_ratio: 0.6591 - r_coeff: 0.2732 - val_loss: 0.0257 - val_success_ratio: 0.6000 - val_r_coeff: 0.1302
Epoch 893/4000
0s - loss: 0.0221 - success_ratio: 0.6591 - r_coeff: 0.2737 - val_loss: 0.0256 - val_success_ratio: 0.6000 - val_r_coeff: 0.1306
Epoch 894/4000
0s - loss: 0.0221 - success_ratio: 0.6616 - r_coeff: 0.2742 - val_loss: 0.0256 - val_success_ratio: 0.6000 - val_r_coeff: 0.1310
Epoch 895/4000
0s - loss: 0.0221 - success_ratio: 0.6616 - r_coeff: 0.2747 - val_loss: 0.0256 - val_success_ratio: 0.6000 - val_r_coeff: 0.1314
Epoch 896/4000
0s - loss: 0.0221 - success_ratio: 0.6616 - r_coeff: 0.2752 - val_loss: 0.0256 - val_success_ratio: 0.5900 - val_r_coeff: 0.1318
Epoch 897/4000
0s - loss: 0.0220 - success_ratio: 0.6616 - r_coeff: 0.2757 - val_loss: 0.0256 - val_success_ratio: 0.5900 - val_r_coeff: 0.1322
Epoch 898/4000
0s - loss: 0.0220 - success_ratio: 0.6641 - r_coeff: 0.2762 - val_loss: 0.0256 - val_success_ratio: 0.5900 - val_r_coeff: 0.1326
Epoch 899/4000
0s - loss: 0.0220 - success_ratio: 0.6641 - r_coeff: 0.2767 - val_loss: 0.0256 - val_success_ratio: 0.5900 - val_r_coeff: 0.1330
Epoch 900/4000
0s - loss: 0.0220 - success_ratio: 0.6641 - r_coeff: 0.2772 - val_loss: 0.0256 - val_success_ratio: 0.5900 - val_r_coeff: 0.1333
Epoch 901/4000
0s - loss: 0.0220 - success_ratio: 0.6667 - r_coeff: 0.2777 - val_loss: 0.0256 - val_success_ratio: 0.5900 - val_r_coeff: 0.1337
Epoch 902/4000
0s - loss: 0.0220 - success_ratio: 0.6667 - r_coeff: 0.2782 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1341
Epoch 903/4000
0s - loss: 0.0220 - success_ratio: 0.6667 - r_coeff: 0.2787 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1345
Epoch 904/4000
0s - loss: 0.0219 - success_ratio: 0.6667 - r_coeff: 0.2792 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1349
Epoch 905/4000
0s - loss: 0.0219 - success_ratio: 0.6667 - r_coeff: 0.2797 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1353
Epoch 906/4000
0s - loss: 0.0219 - success_ratio: 0.6667 - r_coeff: 0.2802 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1357
Epoch 907/4000
0s - loss: 0.0219 - success_ratio: 0.6641 - r_coeff: 0.2807 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1361
Epoch 908/4000
0s - loss: 0.0219 - success_ratio: 0.6641 - r_coeff: 0.2811 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1364
Epoch 909/4000
0s - loss: 0.0219 - success_ratio: 0.6641 - r_coeff: 0.2816 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1368
Epoch 910/4000
0s - loss: 0.0219 - success_ratio: 0.6641 - r_coeff: 0.2821 - val_loss: 0.0255 - val_success_ratio: 0.5900 - val_r_coeff: 0.1372
Epoch 911/4000
0s - loss: 0.0218 - success_ratio: 0.6641 - r_coeff: 0.2826 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1376
Epoch 912/4000
0s - loss: 0.0218 - success_ratio: 0.6641 - r_coeff: 0.2831 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1380
Epoch 913/4000
0s - loss: 0.0218 - success_ratio: 0.6616 - r_coeff: 0.2835 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1384
Epoch 914/4000
0s - loss: 0.0218 - success_ratio: 0.6616 - r_coeff: 0.2840 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1387
Epoch 915/4000
0s - loss: 0.0218 - success_ratio: 0.6616 - r_coeff: 0.2845 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1391
Epoch 916/4000
0s - loss: 0.0218 - success_ratio: 0.6616 - r_coeff: 0.2850 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1395
Epoch 917/4000
0s - loss: 0.0218 - success_ratio: 0.6616 - r_coeff: 0.2855 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1399
Epoch 918/4000
0s - loss: 0.0217 - success_ratio: 0.6616 - r_coeff: 0.2859 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1403
Epoch 919/4000
0s - loss: 0.0217 - success_ratio: 0.6616 - r_coeff: 0.2864 - val_loss: 0.0254 - val_success_ratio: 0.5900 - val_r_coeff: 0.1406
Epoch 920/4000
0s - loss: 0.0217 - success_ratio: 0.6616 - r_coeff: 0.2869 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1410
Epoch 921/4000
0s - loss: 0.0217 - success_ratio: 0.6641 - r_coeff: 0.2873 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1414
Epoch 922/4000
0s - loss: 0.0217 - success_ratio: 0.6641 - r_coeff: 0.2878 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1418
Epoch 923/4000
0s - loss: 0.0217 - success_ratio: 0.6667 - r_coeff: 0.2883 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1422
Epoch 924/4000
0s - loss: 0.0217 - success_ratio: 0.6641 - r_coeff: 0.2887 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1425
Epoch 925/4000
0s - loss: 0.0216 - success_ratio: 0.6641 - r_coeff: 0.2892 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1429
Epoch 926/4000
0s - loss: 0.0216 - success_ratio: 0.6641 - r_coeff: 0.2897 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1433
Epoch 927/4000
0s - loss: 0.0216 - success_ratio: 0.6641 - r_coeff: 0.2901 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1437
Epoch 928/4000
0s - loss: 0.0216 - success_ratio: 0.6641 - r_coeff: 0.2906 - val_loss: 0.0253 - val_success_ratio: 0.5900 - val_r_coeff: 0.1440
Epoch 929/4000
0s - loss: 0.0216 - success_ratio: 0.6641 - r_coeff: 0.2911 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1444
Epoch 930/4000
0s - loss: 0.0216 - success_ratio: 0.6641 - r_coeff: 0.2915 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1448
Epoch 931/4000
0s - loss: 0.0216 - success_ratio: 0.6641 - r_coeff: 0.2920 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1452
Epoch 932/4000
0s - loss: 0.0215 - success_ratio: 0.6641 - r_coeff: 0.2924 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1455
Epoch 933/4000
0s - loss: 0.0215 - success_ratio: 0.6641 - r_coeff: 0.2929 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1459
Epoch 934/4000
0s - loss: 0.0215 - success_ratio: 0.6667 - r_coeff: 0.2933 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1463
Epoch 935/4000
0s - loss: 0.0215 - success_ratio: 0.6667 - r_coeff: 0.2938 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1467
Epoch 936/4000
0s - loss: 0.0215 - success_ratio: 0.6667 - r_coeff: 0.2943 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1470
Epoch 937/4000
0s - loss: 0.0215 - success_ratio: 0.6667 - r_coeff: 0.2947 - val_loss: 0.0252 - val_success_ratio: 0.5900 - val_r_coeff: 0.1474
Epoch 938/4000
0s - loss: 0.0215 - success_ratio: 0.6692 - r_coeff: 0.2952 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1478
Epoch 939/4000
0s - loss: 0.0214 - success_ratio: 0.6692 - r_coeff: 0.2956 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1482
Epoch 940/4000
0s - loss: 0.0214 - success_ratio: 0.6692 - r_coeff: 0.2961 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1485
Epoch 941/4000
0s - loss: 0.0214 - success_ratio: 0.6692 - r_coeff: 0.2965 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1489
Epoch 942/4000
0s - loss: 0.0214 - success_ratio: 0.6692 - r_coeff: 0.2970 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1493
Epoch 943/4000
0s - loss: 0.0214 - success_ratio: 0.6667 - r_coeff: 0.2974 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1496
Epoch 944/4000
0s - loss: 0.0214 - success_ratio: 0.6667 - r_coeff: 0.2978 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1500
Epoch 945/4000
0s - loss: 0.0214 - success_ratio: 0.6667 - r_coeff: 0.2983 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1504
Epoch 946/4000
0s - loss: 0.0213 - success_ratio: 0.6667 - r_coeff: 0.2987 - val_loss: 0.0251 - val_success_ratio: 0.5900 - val_r_coeff: 0.1507
Epoch 947/4000
0s - loss: 0.0213 - success_ratio: 0.6667 - r_coeff: 0.2992 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1511
Epoch 948/4000
0s - loss: 0.0213 - success_ratio: 0.6692 - r_coeff: 0.2996 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1515
Epoch 949/4000
0s - loss: 0.0213 - success_ratio: 0.6692 - r_coeff: 0.3000 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1518
Epoch 950/4000
0s - loss: 0.0213 - success_ratio: 0.6692 - r_coeff: 0.3005 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1522
Epoch 951/4000
0s - loss: 0.0213 - success_ratio: 0.6692 - r_coeff: 0.3009 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1526
Epoch 952/4000
0s - loss: 0.0213 - success_ratio: 0.6692 - r_coeff: 0.3014 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1529
Epoch 953/4000
0s - loss: 0.0213 - success_ratio: 0.6692 - r_coeff: 0.3018 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1533
Epoch 954/4000
0s - loss: 0.0212 - success_ratio: 0.6692 - r_coeff: 0.3022 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1537
Epoch 955/4000
0s - loss: 0.0212 - success_ratio: 0.6717 - r_coeff: 0.3027 - val_loss: 0.0250 - val_success_ratio: 0.5900 - val_r_coeff: 0.1540
Epoch 956/4000
0s - loss: 0.0212 - success_ratio: 0.6717 - r_coeff: 0.3031 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1544
Epoch 957/4000
0s - loss: 0.0212 - success_ratio: 0.6717 - r_coeff: 0.3035 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1547
Epoch 958/4000
0s - loss: 0.0212 - success_ratio: 0.6717 - r_coeff: 0.3040 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1551
Epoch 959/4000
0s - loss: 0.0212 - success_ratio: 0.6692 - r_coeff: 0.3044 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1555
Epoch 960/4000
0s - loss: 0.0212 - success_ratio: 0.6742 - r_coeff: 0.3048 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1558
Epoch 961/4000
0s - loss: 0.0211 - success_ratio: 0.6742 - r_coeff: 0.3052 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1562
Epoch 962/4000
0s - loss: 0.0211 - success_ratio: 0.6742 - r_coeff: 0.3057 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1565
Epoch 963/4000
0s - loss: 0.0211 - success_ratio: 0.6742 - r_coeff: 0.3061 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1569
Epoch 964/4000
0s - loss: 0.0211 - success_ratio: 0.6768 - r_coeff: 0.3065 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1573
Epoch 965/4000
0s - loss: 0.0211 - success_ratio: 0.6768 - r_coeff: 0.3069 - val_loss: 0.0249 - val_success_ratio: 0.5900 - val_r_coeff: 0.1576
Epoch 966/4000
0s - loss: 0.0211 - success_ratio: 0.6768 - r_coeff: 0.3074 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1580
Epoch 967/4000
0s - loss: 0.0211 - success_ratio: 0.6768 - r_coeff: 0.3078 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1583
Epoch 968/4000
0s - loss: 0.0211 - success_ratio: 0.6768 - r_coeff: 0.3082 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1587
Epoch 969/4000
0s - loss: 0.0210 - success_ratio: 0.6768 - r_coeff: 0.3086 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1590
Epoch 970/4000
0s - loss: 0.0210 - success_ratio: 0.6768 - r_coeff: 0.3090 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1594
Epoch 971/4000
0s - loss: 0.0210 - success_ratio: 0.6768 - r_coeff: 0.3094 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1598
Epoch 972/4000
0s - loss: 0.0210 - success_ratio: 0.6768 - r_coeff: 0.3099 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1601
Epoch 973/4000
0s - loss: 0.0210 - success_ratio: 0.6768 - r_coeff: 0.3103 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1605
Epoch 974/4000
0s - loss: 0.0210 - success_ratio: 0.6768 - r_coeff: 0.3107 - val_loss: 0.0248 - val_success_ratio: 0.5900 - val_r_coeff: 0.1608
Epoch 975/4000
0s - loss: 0.0210 - success_ratio: 0.6793 - r_coeff: 0.3111 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1612
Epoch 976/4000
0s - loss: 0.0210 - success_ratio: 0.6793 - r_coeff: 0.3115 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1615
Epoch 977/4000
0s - loss: 0.0209 - success_ratio: 0.6793 - r_coeff: 0.3119 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1619
Epoch 978/4000
0s - loss: 0.0209 - success_ratio: 0.6793 - r_coeff: 0.3123 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1622
Epoch 979/4000
0s - loss: 0.0209 - success_ratio: 0.6793 - r_coeff: 0.3127 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1626
Epoch 980/4000
0s - loss: 0.0209 - success_ratio: 0.6843 - r_coeff: 0.3131 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1629
Epoch 981/4000
0s - loss: 0.0209 - success_ratio: 0.6843 - r_coeff: 0.3135 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1633
Epoch 982/4000
0s - loss: 0.0209 - success_ratio: 0.6869 - r_coeff: 0.3140 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1636
Epoch 983/4000
0s - loss: 0.0209 - success_ratio: 0.6894 - r_coeff: 0.3144 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1640
Epoch 984/4000
0s - loss: 0.0209 - success_ratio: 0.6894 - r_coeff: 0.3148 - val_loss: 0.0247 - val_success_ratio: 0.5900 - val_r_coeff: 0.1643
Epoch 985/4000
0s - loss: 0.0208 - success_ratio: 0.6919 - r_coeff: 0.3152 - val_loss: 0.0246 - val_success_ratio: 0.5900 - val_r_coeff: 0.1647
Epoch 986/4000
0s - loss: 0.0208 - success_ratio: 0.6919 - r_coeff: 0.3156 - val_loss: 0.0246 - val_success_ratio: 0.5900 - val_r_coeff: 0.1650
Epoch 987/4000
0s - loss: 0.0208 - success_ratio: 0.6919 - r_coeff: 0.3160 - val_loss: 0.0246 - val_success_ratio: 0.5900 - val_r_coeff: 0.1653
Epoch 988/4000
0s - loss: 0.0208 - success_ratio: 0.6919 - r_coeff: 0.3164 - val_loss: 0.0246 - val_success_ratio: 0.5900 - val_r_coeff: 0.1657
Epoch 989/4000
0s - loss: 0.0208 - success_ratio: 0.6919 - r_coeff: 0.3168 - val_loss: 0.0246 - val_success_ratio: 0.6000 - val_r_coeff: 0.1660
Epoch 990/4000
0s - loss: 0.0208 - success_ratio: 0.6944 - r_coeff: 0.3172 - val_loss: 0.0246 - val_success_ratio: 0.6000 - val_r_coeff: 0.1664
Epoch 991/4000
0s - loss: 0.0208 - success_ratio: 0.6944 - r_coeff: 0.3176 - val_loss: 0.0246 - val_success_ratio: 0.6000 - val_r_coeff: 0.1667
Epoch 992/4000
0s - loss: 0.0208 - success_ratio: 0.6944 - r_coeff: 0.3180 - val_loss: 0.0246 - val_success_ratio: 0.6000 - val_r_coeff: 0.1671
Epoch 993/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3183 - val_loss: 0.0246 - val_success_ratio: 0.6100 - val_r_coeff: 0.1674
Epoch 994/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3187 - val_loss: 0.0246 - val_success_ratio: 0.6100 - val_r_coeff: 0.1677
Epoch 995/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3191 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1681
Epoch 996/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3195 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1684
Epoch 997/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3199 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1688
Epoch 998/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3203 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1691
Epoch 999/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3207 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1694
Epoch 1000/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3211 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1698
Epoch 1001/4000
0s - loss: 0.0207 - success_ratio: 0.6919 - r_coeff: 0.3215 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1701
Epoch 1002/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3219 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1705
Epoch 1003/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3222 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1708
Epoch 1004/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3226 - val_loss: 0.0245 - val_success_ratio: 0.6100 - val_r_coeff: 0.1711
Epoch 1005/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3230 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1715
Epoch 1006/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3234 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1718
Epoch 1007/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3238 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1721
Epoch 1008/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3242 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1725
Epoch 1009/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3245 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1728
Epoch 1010/4000
0s - loss: 0.0206 - success_ratio: 0.6919 - r_coeff: 0.3249 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1731
Epoch 1011/4000
0s - loss: 0.0205 - success_ratio: 0.6919 - r_coeff: 0.3253 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1735
Epoch 1012/4000
0s - loss: 0.0205 - success_ratio: 0.6970 - r_coeff: 0.3257 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1738
Epoch 1013/4000
0s - loss: 0.0205 - success_ratio: 0.6970 - r_coeff: 0.3260 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1741
Epoch 1014/4000
0s - loss: 0.0205 - success_ratio: 0.6970 - r_coeff: 0.3264 - val_loss: 0.0244 - val_success_ratio: 0.6100 - val_r_coeff: 0.1744
Epoch 1015/4000
0s - loss: 0.0205 - success_ratio: 0.6970 - r_coeff: 0.3268 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1748
Epoch 1016/4000
0s - loss: 0.0205 - success_ratio: 0.6970 - r_coeff: 0.3272 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1751
Epoch 1017/4000
0s - loss: 0.0205 - success_ratio: 0.6970 - r_coeff: 0.3275 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1754
Epoch 1018/4000
0s - loss: 0.0205 - success_ratio: 0.6970 - r_coeff: 0.3279 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1758
Epoch 1019/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3283 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1761
Epoch 1020/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3286 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1764
Epoch 1021/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3290 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1767
Epoch 1022/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3294 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1771
Epoch 1023/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3297 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1774
Epoch 1024/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3301 - val_loss: 0.0243 - val_success_ratio: 0.6100 - val_r_coeff: 0.1777
Epoch 1025/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3305 - val_loss: 0.0242 - val_success_ratio: 0.6100 - val_r_coeff: 0.1780
Epoch 1026/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3308 - val_loss: 0.0242 - val_success_ratio: 0.6100 - val_r_coeff: 0.1783
Epoch 1027/4000
0s - loss: 0.0204 - success_ratio: 0.6970 - r_coeff: 0.3312 - val_loss: 0.0242 - val_success_ratio: 0.6100 - val_r_coeff: 0.1787
Epoch 1028/4000
0s - loss: 0.0203 - success_ratio: 0.6970 - r_coeff: 0.3316 - val_loss: 0.0242 - val_success_ratio: 0.6100 - val_r_coeff: 0.1790
Epoch 1029/4000
0s - loss: 0.0203 - success_ratio: 0.6970 - r_coeff: 0.3319 - val_loss: 0.0242 - val_success_ratio: 0.6000 - val_r_coeff: 0.1793
Epoch 1030/4000
0s - loss: 0.0203 - success_ratio: 0.6970 - r_coeff: 0.3323 - val_loss: 0.0242 - val_success_ratio: 0.6000 - val_r_coeff: 0.1796
Epoch 1031/4000
0s - loss: 0.0203 - success_ratio: 0.6970 - r_coeff: 0.3326 - val_loss: 0.0242 - val_success_ratio: 0.6000 - val_r_coeff: 0.1799
Epoch 1032/4000
0s - loss: 0.0203 - success_ratio: 0.6970 - r_coeff: 0.3330 - val_loss: 0.0242 - val_success_ratio: 0.6000 - val_r_coeff: 0.1803
Epoch 1033/4000
0s - loss: 0.0203 - success_ratio: 0.6970 - r_coeff: 0.3334 - val_loss: 0.0242 - val_success_ratio: 0.6000 - val_r_coeff: 0.1806
Epoch 1034/4000
0s - loss: 0.0203 - success_ratio: 0.6995 - r_coeff: 0.3337 - val_loss: 0.0242 - val_success_ratio: 0.6000 - val_r_coeff: 0.1809
Epoch 1035/4000
0s - loss: 0.0203 - success_ratio: 0.6995 - r_coeff: 0.3341 - val_loss: 0.0242 - val_success_ratio: 0.6000 - val_r_coeff: 0.1812
Epoch 1036/4000
0s - loss: 0.0203 - success_ratio: 0.6995 - r_coeff: 0.3344 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1815
Epoch 1037/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3348 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1818
Epoch 1038/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3351 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1822
Epoch 1039/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3355 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1825
Epoch 1040/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3358 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1828
Epoch 1041/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3362 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1831
Epoch 1042/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3365 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1834
Epoch 1043/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3369 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1837
Epoch 1044/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3372 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1840
Epoch 1045/4000
0s - loss: 0.0202 - success_ratio: 0.7020 - r_coeff: 0.3376 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1843
Epoch 1046/4000
0s - loss: 0.0202 - success_ratio: 0.6995 - r_coeff: 0.3379 - val_loss: 0.0241 - val_success_ratio: 0.6000 - val_r_coeff: 0.1846
Epoch 1047/4000
0s - loss: 0.0201 - success_ratio: 0.6995 - r_coeff: 0.3383 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1850
Epoch 1048/4000
0s - loss: 0.0201 - success_ratio: 0.6995 - r_coeff: 0.3386 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1853
Epoch 1049/4000
0s - loss: 0.0201 - success_ratio: 0.6995 - r_coeff: 0.3390 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1856
Epoch 1050/4000
0s - loss: 0.0201 - success_ratio: 0.6995 - r_coeff: 0.3393 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1859
Epoch 1051/4000
0s - loss: 0.0201 - success_ratio: 0.7020 - r_coeff: 0.3396 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1862
Epoch 1052/4000
0s - loss: 0.0201 - success_ratio: 0.7020 - r_coeff: 0.3400 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1865
Epoch 1053/4000
0s - loss: 0.0201 - success_ratio: 0.7045 - r_coeff: 0.3403 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1868
Epoch 1054/4000
0s - loss: 0.0201 - success_ratio: 0.7045 - r_coeff: 0.3407 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1871
Epoch 1055/4000
0s - loss: 0.0201 - success_ratio: 0.7071 - r_coeff: 0.3410 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1874
Epoch 1056/4000
0s - loss: 0.0201 - success_ratio: 0.7071 - r_coeff: 0.3413 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1877
Epoch 1057/4000
0s - loss: 0.0200 - success_ratio: 0.7071 - r_coeff: 0.3417 - val_loss: 0.0240 - val_success_ratio: 0.6000 - val_r_coeff: 0.1880
Epoch 1058/4000
0s - loss: 0.0200 - success_ratio: 0.7071 - r_coeff: 0.3420 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1883
Epoch 1059/4000
0s - loss: 0.0200 - success_ratio: 0.7071 - r_coeff: 0.3423 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1886
Epoch 1060/4000
0s - loss: 0.0200 - success_ratio: 0.7071 - r_coeff: 0.3427 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1889
Epoch 1061/4000
0s - loss: 0.0200 - success_ratio: 0.7096 - r_coeff: 0.3430 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1892
Epoch 1062/4000
0s - loss: 0.0200 - success_ratio: 0.7096 - r_coeff: 0.3433 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1895
Epoch 1063/4000
0s - loss: 0.0200 - success_ratio: 0.7096 - r_coeff: 0.3437 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1898
Epoch 1064/4000
0s - loss: 0.0200 - success_ratio: 0.7096 - r_coeff: 0.3440 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1901
Epoch 1065/4000
0s - loss: 0.0200 - success_ratio: 0.7121 - r_coeff: 0.3443 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1904
Epoch 1066/4000
0s - loss: 0.0199 - success_ratio: 0.7121 - r_coeff: 0.3447 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1907
Epoch 1067/4000
0s - loss: 0.0199 - success_ratio: 0.7121 - r_coeff: 0.3450 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1910
Epoch 1068/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3453 - val_loss: 0.0239 - val_success_ratio: 0.6000 - val_r_coeff: 0.1913
Epoch 1069/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3456 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1916
Epoch 1070/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3460 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1919
Epoch 1071/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3463 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1922
Epoch 1072/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3466 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1924
Epoch 1073/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3469 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1927
Epoch 1074/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3473 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1930
Epoch 1075/4000
0s - loss: 0.0199 - success_ratio: 0.7096 - r_coeff: 0.3476 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1933
Epoch 1076/4000
0s - loss: 0.0199 - success_ratio: 0.7071 - r_coeff: 0.3479 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1936
Epoch 1077/4000
0s - loss: 0.0198 - success_ratio: 0.7071 - r_coeff: 0.3482 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1939
Epoch 1078/4000
0s - loss: 0.0198 - success_ratio: 0.7071 - r_coeff: 0.3485 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1942
Epoch 1079/4000
0s - loss: 0.0198 - success_ratio: 0.7071 - r_coeff: 0.3489 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1945
Epoch 1080/4000
0s - loss: 0.0198 - success_ratio: 0.7071 - r_coeff: 0.3492 - val_loss: 0.0238 - val_success_ratio: 0.6100 - val_r_coeff: 0.1948
Epoch 1081/4000
0s - loss: 0.0198 - success_ratio: 0.7071 - r_coeff: 0.3495 - val_loss: 0.0237 - val_success_ratio: 0.6100 - val_r_coeff: 0.1950
Epoch 1082/4000
0s - loss: 0.0198 - success_ratio: 0.7071 - r_coeff: 0.3498 - val_loss: 0.0237 - val_success_ratio: 0.6100 - val_r_coeff: 0.1953
Epoch 1083/4000
0s - loss: 0.0198 - success_ratio: 0.7071 - r_coeff: 0.3501 - val_loss: 0.0237 - val_success_ratio: 0.6100 - val_r_coeff: 0.1956
Epoch 1084/4000
0s - loss: 0.0198 - success_ratio: 0.7096 - r_coeff: 0.3504 - val_loss: 0.0237 - val_success_ratio: 0.6100 - val_r_coeff: 0.1959
Epoch 1085/4000
0s - loss: 0.0198 - success_ratio: 0.7096 - r_coeff: 0.3507 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1962
Epoch 1086/4000
0s - loss: 0.0198 - success_ratio: 0.7121 - r_coeff: 0.3510 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1965
Epoch 1087/4000
0s - loss: 0.0197 - success_ratio: 0.7121 - r_coeff: 0.3514 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1967
Epoch 1088/4000
0s - loss: 0.0197 - success_ratio: 0.7121 - r_coeff: 0.3517 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1970
Epoch 1089/4000
0s - loss: 0.0197 - success_ratio: 0.7121 - r_coeff: 0.3520 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1973
Epoch 1090/4000
0s - loss: 0.0197 - success_ratio: 0.7121 - r_coeff: 0.3523 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1976
Epoch 1091/4000
0s - loss: 0.0197 - success_ratio: 0.7096 - r_coeff: 0.3526 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1979
Epoch 1092/4000
0s - loss: 0.0197 - success_ratio: 0.7096 - r_coeff: 0.3529 - val_loss: 0.0237 - val_success_ratio: 0.6200 - val_r_coeff: 0.1981
Epoch 1093/4000
0s - loss: 0.0197 - success_ratio: 0.7096 - r_coeff: 0.3532 - val_loss: 0.0236 - val_success_ratio: 0.6200 - val_r_coeff: 0.1984
Epoch 1094/4000
0s - loss: 0.0197 - success_ratio: 0.7096 - r_coeff: 0.3535 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.1987
Epoch 1095/4000
0s - loss: 0.0197 - success_ratio: 0.7096 - r_coeff: 0.3538 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.1990
Epoch 1096/4000
0s - loss: 0.0197 - success_ratio: 0.7121 - r_coeff: 0.3541 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.1992
Epoch 1097/4000
0s - loss: 0.0197 - success_ratio: 0.7096 - r_coeff: 0.3544 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.1995
Epoch 1098/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3547 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.1998
Epoch 1099/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3550 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.2001
Epoch 1100/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3553 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.2003
Epoch 1101/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3556 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.2006
Epoch 1102/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3559 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.2009
Epoch 1103/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3562 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.2012
Epoch 1104/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3565 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.2014
Epoch 1105/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3568 - val_loss: 0.0236 - val_success_ratio: 0.6100 - val_r_coeff: 0.2017
Epoch 1106/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3571 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2020
Epoch 1107/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3574 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2022
Epoch 1108/4000
0s - loss: 0.0196 - success_ratio: 0.7096 - r_coeff: 0.3577 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2025
Epoch 1109/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3580 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2028
Epoch 1110/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3583 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2030
Epoch 1111/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3586 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2033
Epoch 1112/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3589 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2036
Epoch 1113/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3592 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2038
Epoch 1114/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3594 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2041
Epoch 1115/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3597 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2044
Epoch 1116/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3600 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2046
Epoch 1117/4000
0s - loss: 0.0195 - success_ratio: 0.7096 - r_coeff: 0.3603 - val_loss: 0.0235 - val_success_ratio: 0.6100 - val_r_coeff: 0.2049
Epoch 1118/4000
0s - loss: 0.0195 - success_ratio: 0.7071 - r_coeff: 0.3606 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2051
Epoch 1119/4000
0s - loss: 0.0195 - success_ratio: 0.7071 - r_coeff: 0.3609 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2054
Epoch 1120/4000
0s - loss: 0.0194 - success_ratio: 0.7071 - r_coeff: 0.3612 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2057
Epoch 1121/4000
0s - loss: 0.0194 - success_ratio: 0.7071 - r_coeff: 0.3614 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2059
Epoch 1122/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3617 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2062
Epoch 1123/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3620 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2064
Epoch 1124/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3623 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2067
Epoch 1125/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3626 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2069
Epoch 1126/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3628 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2072
Epoch 1127/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3631 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2075
Epoch 1128/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3634 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2077
Epoch 1129/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3637 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2080
Epoch 1130/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3640 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2082
Epoch 1131/4000
0s - loss: 0.0194 - success_ratio: 0.7096 - r_coeff: 0.3642 - val_loss: 0.0234 - val_success_ratio: 0.6100 - val_r_coeff: 0.2085
Epoch 1132/4000
0s - loss: 0.0193 - success_ratio: 0.7071 - r_coeff: 0.3645 - val_loss: 0.0233 - val_success_ratio: 0.6100 - val_r_coeff: 0.2087
Epoch 1133/4000
0s - loss: 0.0193 - success_ratio: 0.7071 - r_coeff: 0.3648 - val_loss: 0.0233 - val_success_ratio: 0.6100 - val_r_coeff: 0.2090
Epoch 1134/4000
0s - loss: 0.0193 - success_ratio: 0.7071 - r_coeff: 0.3651 - val_loss: 0.0233 - val_success_ratio: 0.6100 - val_r_coeff: 0.2092
Epoch 1135/4000
0s - loss: 0.0193 - success_ratio: 0.7071 - r_coeff: 0.3653 - val_loss: 0.0233 - val_success_ratio: 0.6100 - val_r_coeff: 0.2095
Epoch 1136/4000
0s - loss: 0.0193 - success_ratio: 0.7096 - r_coeff: 0.3656 - val_loss: 0.0233 - val_success_ratio: 0.6100 - val_r_coeff: 0.2097
Epoch 1137/4000
0s - loss: 0.0193 - success_ratio: 0.7096 - r_coeff: 0.3659 - val_loss: 0.0233 - val_success_ratio: 0.6100 - val_r_coeff: 0.2100
Epoch 1138/4000
0s - loss: 0.0193 - success_ratio: 0.7096 - r_coeff: 0.3661 - val_loss: 0.0233 - val_success_ratio: 0.6200 - val_r_coeff: 0.2102
Epoch 1139/4000
0s - loss: 0.0193 - success_ratio: 0.7121 - r_coeff: 0.3664 - val_loss: 0.0233 - val_success_ratio: 0.6200 - val_r_coeff: 0.2105
Epoch 1140/4000
0s - loss: 0.0193 - success_ratio: 0.7121 - r_coeff: 0.3667 - val_loss: 0.0233 - val_success_ratio: 0.6200 - val_r_coeff: 0.2107
Epoch 1141/4000
0s - loss: 0.0193 - success_ratio: 0.7121 - r_coeff: 0.3669 - val_loss: 0.0233 - val_success_ratio: 0.6200 - val_r_coeff: 0.2109
Epoch 1142/4000
0s - loss: 0.0193 - success_ratio: 0.7121 - r_coeff: 0.3672 - val_loss: 0.0233 - val_success_ratio: 0.6200 - val_r_coeff: 0.2112
Epoch 1143/4000
0s - loss: 0.0193 - success_ratio: 0.7121 - r_coeff: 0.3675 - val_loss: 0.0233 - val_success_ratio: 0.6200 - val_r_coeff: 0.2114
Epoch 1144/4000
0s - loss: 0.0192 - success_ratio: 0.7096 - r_coeff: 0.3677 - val_loss: 0.0233 - val_success_ratio: 0.6200 - val_r_coeff: 0.2117
Epoch 1145/4000
0s - loss: 0.0192 - success_ratio: 0.7096 - r_coeff: 0.3680 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2119
Epoch 1146/4000
0s - loss: 0.0192 - success_ratio: 0.7096 - r_coeff: 0.3683 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2122
Epoch 1147/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3685 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2124
Epoch 1148/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3688 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2126
Epoch 1149/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3691 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2129
Epoch 1150/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3693 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2131
Epoch 1151/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3696 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2134
Epoch 1152/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3698 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2136
Epoch 1153/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3701 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2138
Epoch 1154/4000
0s - loss: 0.0192 - success_ratio: 0.7121 - r_coeff: 0.3704 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2141
Epoch 1155/4000
0s - loss: 0.0192 - success_ratio: 0.7096 - r_coeff: 0.3706 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2143
Epoch 1156/4000
0s - loss: 0.0192 - success_ratio: 0.7096 - r_coeff: 0.3709 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2146
Epoch 1157/4000
0s - loss: 0.0191 - success_ratio: 0.7096 - r_coeff: 0.3711 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2148
Epoch 1158/4000
0s - loss: 0.0191 - success_ratio: 0.7096 - r_coeff: 0.3714 - val_loss: 0.0232 - val_success_ratio: 0.6200 - val_r_coeff: 0.2150
Epoch 1159/4000
0s - loss: 0.0191 - success_ratio: 0.7096 - r_coeff: 0.3716 - val_loss: 0.0231 - val_success_ratio: 0.6200 - val_r_coeff: 0.2153
Epoch 1160/4000
0s - loss: 0.0191 - success_ratio: 0.7096 - r_coeff: 0.3719 - val_loss: 0.0231 - val_success_ratio: 0.6200 - val_r_coeff: 0.2155
Epoch 1161/4000
0s - loss: 0.0191 - success_ratio: 0.7096 - r_coeff: 0.3721 - val_loss: 0.0231 - val_success_ratio: 0.6200 - val_r_coeff: 0.2157
Epoch 1162/4000
0s - loss: 0.0191 - success_ratio: 0.7096 - r_coeff: 0.3724 - val_loss: 0.0231 - val_success_ratio: 0.6200 - val_r_coeff: 0.2160
Epoch 1163/4000
0s - loss: 0.0191 - success_ratio: 0.7096 - r_coeff: 0.3726 - val_loss: 0.0231 - val_success_ratio: 0.6200 - val_r_coeff: 0.2162
Epoch 1164/4000
0s - loss: 0.0191 - success_ratio: 0.7071 - r_coeff: 0.3729 - val_loss: 0.0231 - val_success_ratio: 0.6200 - val_r_coeff: 0.2164
Epoch 1165/4000
0s - loss: 0.0191 - success_ratio: 0.7071 - r_coeff: 0.3731 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2166
Epoch 1166/4000
0s - loss: 0.0191 - success_ratio: 0.7071 - r_coeff: 0.3734 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2169
Epoch 1167/4000
0s - loss: 0.0191 - success_ratio: 0.7071 - r_coeff: 0.3736 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2171
Epoch 1168/4000
0s - loss: 0.0191 - success_ratio: 0.7071 - r_coeff: 0.3739 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2173
Epoch 1169/4000
0s - loss: 0.0191 - success_ratio: 0.7071 - r_coeff: 0.3741 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2176
Epoch 1170/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3744 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2178
Epoch 1171/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3746 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2180
Epoch 1172/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3749 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2182
Epoch 1173/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3751 - val_loss: 0.0231 - val_success_ratio: 0.6300 - val_r_coeff: 0.2185
Epoch 1174/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3754 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2187
Epoch 1175/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3756 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2189
Epoch 1176/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3758 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2191
Epoch 1177/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3761 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2194
Epoch 1178/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3763 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2196
Epoch 1179/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3766 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2198
Epoch 1180/4000
0s - loss: 0.0190 - success_ratio: 0.7071 - r_coeff: 0.3768 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2200
Epoch 1181/4000
0s - loss: 0.0190 - success_ratio: 0.7045 - r_coeff: 0.3770 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2202
Epoch 1182/4000
0s - loss: 0.0190 - success_ratio: 0.7045 - r_coeff: 0.3773 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2205
Epoch 1183/4000
0s - loss: 0.0189 - success_ratio: 0.7045 - r_coeff: 0.3775 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2207
Epoch 1184/4000
0s - loss: 0.0189 - success_ratio: 0.7045 - r_coeff: 0.3778 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2209
Epoch 1185/4000
0s - loss: 0.0189 - success_ratio: 0.7045 - r_coeff: 0.3780 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2211
Epoch 1186/4000
0s - loss: 0.0189 - success_ratio: 0.7045 - r_coeff: 0.3782 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2213
Epoch 1187/4000
0s - loss: 0.0189 - success_ratio: 0.7045 - r_coeff: 0.3785 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2215
Epoch 1188/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3787 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2218
Epoch 1189/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3789 - val_loss: 0.0230 - val_success_ratio: 0.6300 - val_r_coeff: 0.2220
Epoch 1190/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3792 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2222
Epoch 1191/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3794 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2224
Epoch 1192/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3796 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2226
Epoch 1193/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3799 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2228
Epoch 1194/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3801 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2230
Epoch 1195/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3803 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2232
Epoch 1196/4000
0s - loss: 0.0189 - success_ratio: 0.7071 - r_coeff: 0.3805 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2235
Epoch 1197/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3808 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2237
Epoch 1198/4000
0s - loss: 0.0188 - success_ratio: 0.7045 - r_coeff: 0.3810 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2239
Epoch 1199/4000
0s - loss: 0.0188 - success_ratio: 0.7045 - r_coeff: 0.3812 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2241
Epoch 1200/4000
0s - loss: 0.0188 - success_ratio: 0.7045 - r_coeff: 0.3814 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2243
Epoch 1201/4000
0s - loss: 0.0188 - success_ratio: 0.7045 - r_coeff: 0.3817 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2245
Epoch 1202/4000
0s - loss: 0.0188 - success_ratio: 0.7045 - r_coeff: 0.3819 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2247
Epoch 1203/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3821 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2249
Epoch 1204/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3823 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2251
Epoch 1205/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3826 - val_loss: 0.0229 - val_success_ratio: 0.6300 - val_r_coeff: 0.2253
Epoch 1206/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3828 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2255
Epoch 1207/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3830 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2257
Epoch 1208/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3832 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2259
Epoch 1209/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3834 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2261
Epoch 1210/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3837 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2263
Epoch 1211/4000
0s - loss: 0.0188 - success_ratio: 0.7071 - r_coeff: 0.3839 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2265
Epoch 1212/4000
0s - loss: 0.0187 - success_ratio: 0.7071 - r_coeff: 0.3841 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2267
Epoch 1213/4000
0s - loss: 0.0187 - success_ratio: 0.7071 - r_coeff: 0.3843 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2269
Epoch 1214/4000
0s - loss: 0.0187 - success_ratio: 0.7071 - r_coeff: 0.3845 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2271
Epoch 1215/4000
0s - loss: 0.0187 - success_ratio: 0.7071 - r_coeff: 0.3847 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2273
Epoch 1216/4000
0s - loss: 0.0187 - success_ratio: 0.7071 - r_coeff: 0.3850 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2275
Epoch 1217/4000
0s - loss: 0.0187 - success_ratio: 0.7071 - r_coeff: 0.3852 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2277
Epoch 1218/4000
0s - loss: 0.0187 - success_ratio: 0.7071 - r_coeff: 0.3854 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2279
Epoch 1219/4000
0s - loss: 0.0187 - success_ratio: 0.7045 - r_coeff: 0.3856 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2281
Epoch 1220/4000
0s - loss: 0.0187 - success_ratio: 0.7045 - r_coeff: 0.3858 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2283
Epoch 1221/4000
0s - loss: 0.0187 - success_ratio: 0.7045 - r_coeff: 0.3860 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2285
Epoch 1222/4000
0s - loss: 0.0187 - success_ratio: 0.7045 - r_coeff: 0.3862 - val_loss: 0.0228 - val_success_ratio: 0.6300 - val_r_coeff: 0.2287
Epoch 1223/4000
0s - loss: 0.0187 - success_ratio: 0.7045 - r_coeff: 0.3864 - val_loss: 0.0227 - val_success_ratio: 0.6300 - val_r_coeff: 0.2289
Epoch 1224/4000
0s - loss: 0.0187 - success_ratio: 0.7045 - r_coeff: 0.3867 - val_loss: 0.0227 - val_success_ratio: 0.6300 - val_r_coeff: 0.2291
Epoch 1225/4000
0s - loss: 0.0187 - success_ratio: 0.7020 - r_coeff: 0.3869 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2293
Epoch 1226/4000
0s - loss: 0.0187 - success_ratio: 0.7020 - r_coeff: 0.3871 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2295
Epoch 1227/4000
0s - loss: 0.0187 - success_ratio: 0.7020 - r_coeff: 0.3873 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2297
Epoch 1228/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3875 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2299
Epoch 1229/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3877 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2300
Epoch 1230/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3879 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2302
Epoch 1231/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3881 - val_loss: 0.0227 - val_success_ratio: 0.6300 - val_r_coeff: 0.2304
Epoch 1232/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3883 - val_loss: 0.0227 - val_success_ratio: 0.6300 - val_r_coeff: 0.2306
Epoch 1233/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3885 - val_loss: 0.0227 - val_success_ratio: 0.6300 - val_r_coeff: 0.2308
Epoch 1234/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3887 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2310
Epoch 1235/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3889 - val_loss: 0.0227 - val_success_ratio: 0.6400 - val_r_coeff: 0.2312
Epoch 1236/4000
0s - loss: 0.0186 - success_ratio: 0.7020 - r_coeff: 0.3891 - val_loss: 0.0227 - val_success_ratio: 0.6500 - val_r_coeff: 0.2314
Epoch 1237/4000
0s - loss: 0.0186 - success_ratio: 0.6995 - r_coeff: 0.3893 - val_loss: 0.0227 - val_success_ratio: 0.6500 - val_r_coeff: 0.2315
Epoch 1238/4000
0s - loss: 0.0186 - success_ratio: 0.6995 - r_coeff: 0.3895 - val_loss: 0.0227 - val_success_ratio: 0.6500 - val_r_coeff: 0.2317
Epoch 1239/4000
0s - loss: 0.0186 - success_ratio: 0.6995 - r_coeff: 0.3897 - val_loss: 0.0227 - val_success_ratio: 0.6500 - val_r_coeff: 0.2319
Epoch 1240/4000
0s - loss: 0.0186 - success_ratio: 0.6995 - r_coeff: 0.3899 - val_loss: 0.0227 - val_success_ratio: 0.6500 - val_r_coeff: 0.2321
Epoch 1241/4000
0s - loss: 0.0186 - success_ratio: 0.6995 - r_coeff: 0.3901 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2323
Epoch 1242/4000
0s - loss: 0.0186 - success_ratio: 0.6995 - r_coeff: 0.3903 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2325
Epoch 1243/4000
0s - loss: 0.0186 - success_ratio: 0.6995 - r_coeff: 0.3905 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2326
Epoch 1244/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3907 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2328
Epoch 1245/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3909 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2330
Epoch 1246/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3911 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2332
Epoch 1247/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3913 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2334
Epoch 1248/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3915 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2336
Epoch 1249/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3917 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2337
Epoch 1250/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3919 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2339
Epoch 1251/4000
0s - loss: 0.0185 - success_ratio: 0.6995 - r_coeff: 0.3921 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2341
Epoch 1252/4000
0s - loss: 0.0185 - success_ratio: 0.6970 - r_coeff: 0.3923 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2343
Epoch 1253/4000
0s - loss: 0.0185 - success_ratio: 0.6970 - r_coeff: 0.3924 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2344
Epoch 1254/4000
0s - loss: 0.0185 - success_ratio: 0.6970 - r_coeff: 0.3926 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2346
Epoch 1255/4000
0s - loss: 0.0185 - success_ratio: 0.6970 - r_coeff: 0.3928 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2348
Epoch 1256/4000
0s - loss: 0.0185 - success_ratio: 0.6919 - r_coeff: 0.3930 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2350
Epoch 1257/4000
0s - loss: 0.0185 - success_ratio: 0.6919 - r_coeff: 0.3932 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2351
Epoch 1258/4000
0s - loss: 0.0185 - success_ratio: 0.6919 - r_coeff: 0.3934 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2353
Epoch 1259/4000
0s - loss: 0.0185 - success_ratio: 0.6919 - r_coeff: 0.3936 - val_loss: 0.0226 - val_success_ratio: 0.6500 - val_r_coeff: 0.2355
Epoch 1260/4000
0s - loss: 0.0185 - success_ratio: 0.6894 - r_coeff: 0.3938 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2357
Epoch 1261/4000
0s - loss: 0.0184 - success_ratio: 0.6894 - r_coeff: 0.3940 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2358
Epoch 1262/4000
0s - loss: 0.0184 - success_ratio: 0.6894 - r_coeff: 0.3941 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2360
Epoch 1263/4000
0s - loss: 0.0184 - success_ratio: 0.6894 - r_coeff: 0.3943 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2362
Epoch 1264/4000
0s - loss: 0.0184 - success_ratio: 0.6894 - r_coeff: 0.3945 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2363
Epoch 1265/4000
0s - loss: 0.0184 - success_ratio: 0.6894 - r_coeff: 0.3947 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2365
Epoch 1266/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3949 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2367
Epoch 1267/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3951 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2369
Epoch 1268/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3952 - val_loss: 0.0225 - val_success_ratio: 0.6500 - val_r_coeff: 0.2370
Epoch 1269/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3954 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2372
Epoch 1270/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3956 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2374
Epoch 1271/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3958 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2375
Epoch 1272/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3960 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2377
Epoch 1273/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3961 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2379
Epoch 1274/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3963 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2380
Epoch 1275/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3965 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2382
Epoch 1276/4000
0s - loss: 0.0184 - success_ratio: 0.6919 - r_coeff: 0.3967 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2384
Epoch 1277/4000
0s - loss: 0.0184 - success_ratio: 0.6894 - r_coeff: 0.3969 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2385
Epoch 1278/4000
0s - loss: 0.0184 - success_ratio: 0.6894 - r_coeff: 0.3970 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2387
Epoch 1279/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3972 - val_loss: 0.0225 - val_success_ratio: 0.6600 - val_r_coeff: 0.2388
Epoch 1280/4000
0s - loss: 0.0183 - success_ratio: 0.6869 - r_coeff: 0.3974 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2390
Epoch 1281/4000
0s - loss: 0.0183 - success_ratio: 0.6869 - r_coeff: 0.3976 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2392
Epoch 1282/4000
0s - loss: 0.0183 - success_ratio: 0.6869 - r_coeff: 0.3977 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2393
Epoch 1283/4000
0s - loss: 0.0183 - success_ratio: 0.6869 - r_coeff: 0.3979 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2395
Epoch 1284/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3981 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2396
Epoch 1285/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3982 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2398
Epoch 1286/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3984 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2400
Epoch 1287/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3986 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2401
Epoch 1288/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3988 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2403
Epoch 1289/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3989 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2404
Epoch 1290/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3991 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2406
Epoch 1291/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3993 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2408
Epoch 1292/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3994 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2409
Epoch 1293/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3996 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2411
Epoch 1294/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3998 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2412
Epoch 1295/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.3999 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2414
Epoch 1296/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.4001 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2415
Epoch 1297/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.4003 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2417
Epoch 1298/4000
0s - loss: 0.0183 - success_ratio: 0.6894 - r_coeff: 0.4004 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2418
Epoch 1299/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4006 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2420
Epoch 1300/4000
0s - loss: 0.0182 - success_ratio: 0.6919 - r_coeff: 0.4008 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2421
Epoch 1301/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4009 - val_loss: 0.0224 - val_success_ratio: 0.6600 - val_r_coeff: 0.2423
Epoch 1302/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4011 - val_loss: 0.0223 - val_success_ratio: 0.6600 - val_r_coeff: 0.2424
Epoch 1303/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4013 - val_loss: 0.0223 - val_success_ratio: 0.6600 - val_r_coeff: 0.2426
Epoch 1304/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4014 - val_loss: 0.0223 - val_success_ratio: 0.6600 - val_r_coeff: 0.2427
Epoch 1305/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4016 - val_loss: 0.0223 - val_success_ratio: 0.6600 - val_r_coeff: 0.2429
Epoch 1306/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4017 - val_loss: 0.0223 - val_success_ratio: 0.6600 - val_r_coeff: 0.2430
Epoch 1307/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4019 - val_loss: 0.0223 - val_success_ratio: 0.6600 - val_r_coeff: 0.2432
Epoch 1308/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4021 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2433
Epoch 1309/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4022 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2435
Epoch 1310/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4024 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2436
Epoch 1311/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4025 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2438
Epoch 1312/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4027 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2439
Epoch 1313/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4028 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2441
Epoch 1314/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4030 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2442
Epoch 1315/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4032 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2444
Epoch 1316/4000
0s - loss: 0.0182 - success_ratio: 0.6894 - r_coeff: 0.4033 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2445
Epoch 1317/4000
0s - loss: 0.0182 - success_ratio: 0.6869 - r_coeff: 0.4035 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2447
Epoch 1318/4000
0s - loss: 0.0182 - success_ratio: 0.6869 - r_coeff: 0.4036 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2448
Epoch 1319/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4038 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2449
Epoch 1320/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4039 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2451
Epoch 1321/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4041 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2452
Epoch 1322/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4042 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2454
Epoch 1323/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4044 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2455
Epoch 1324/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4045 - val_loss: 0.0223 - val_success_ratio: 0.6500 - val_r_coeff: 0.2456
Epoch 1325/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4047 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2458
Epoch 1326/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4048 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2459
Epoch 1327/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4050 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2461
Epoch 1328/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4051 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2462
Epoch 1329/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4053 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2463
Epoch 1330/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4054 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2465
Epoch 1331/4000
0s - loss: 0.0181 - success_ratio: 0.6843 - r_coeff: 0.4056 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2466
Epoch 1332/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4057 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2468
Epoch 1333/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4059 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2469
Epoch 1334/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4060 - val_loss: 0.0222 - val_success_ratio: 0.6500 - val_r_coeff: 0.2470
Epoch 1335/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4062 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2472
Epoch 1336/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4063 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2473
Epoch 1337/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4065 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2474
Epoch 1338/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4066 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2476
Epoch 1339/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4067 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2477
Epoch 1340/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4069 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2478
Epoch 1341/4000
0s - loss: 0.0181 - success_ratio: 0.6869 - r_coeff: 0.4070 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2480
Epoch 1342/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4072 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2481
Epoch 1343/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4073 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2482
Epoch 1344/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4075 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2484
Epoch 1345/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4076 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2485
Epoch 1346/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4077 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2486
Epoch 1347/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4079 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2488
Epoch 1348/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4080 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2489
Epoch 1349/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4082 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2490
Epoch 1350/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4083 - val_loss: 0.0222 - val_success_ratio: 0.6400 - val_r_coeff: 0.2491
Epoch 1351/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4084 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2493
Epoch 1352/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4086 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2494
Epoch 1353/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4087 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2495
Epoch 1354/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4088 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2497
Epoch 1355/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4090 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2498
Epoch 1356/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4091 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2499
Epoch 1357/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4092 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2500
Epoch 1358/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4094 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2502
Epoch 1359/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4095 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2503
Epoch 1360/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4096 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2504
Epoch 1361/4000
0s - loss: 0.0180 - success_ratio: 0.6894 - r_coeff: 0.4098 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2505
Epoch 1362/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4099 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2507
Epoch 1363/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4100 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2508
Epoch 1364/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4102 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2509
Epoch 1365/4000
0s - loss: 0.0180 - success_ratio: 0.6869 - r_coeff: 0.4103 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2510
Epoch 1366/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4104 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2512
Epoch 1367/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4106 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2513
Epoch 1368/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4107 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2514
Epoch 1369/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4108 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2515
Epoch 1370/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4110 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2516
Epoch 1371/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4111 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2518
Epoch 1372/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4112 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2519
Epoch 1373/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4113 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2520
Epoch 1374/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4115 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2521
Epoch 1375/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4116 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2522
Epoch 1376/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4117 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2524
Epoch 1377/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4118 - val_loss: 0.0221 - val_success_ratio: 0.6400 - val_r_coeff: 0.2525
Epoch 1378/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4120 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2526
Epoch 1379/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4121 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2527
Epoch 1380/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4122 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2528
Epoch 1381/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4123 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2529
Epoch 1382/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4125 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2531
Epoch 1383/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4126 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2532
Epoch 1384/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4127 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2533
Epoch 1385/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4128 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2534
Epoch 1386/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4130 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2535
Epoch 1387/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4131 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2536
Epoch 1388/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4132 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2538
Epoch 1389/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4133 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2539
Epoch 1390/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4134 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2540
Epoch 1391/4000
0s - loss: 0.0179 - success_ratio: 0.6869 - r_coeff: 0.4136 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2541
Epoch 1392/4000
0s - loss: 0.0178 - success_ratio: 0.6869 - r_coeff: 0.4137 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2542
Epoch 1393/4000
0s - loss: 0.0178 - success_ratio: 0.6869 - r_coeff: 0.4138 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2543
Epoch 1394/4000
0s - loss: 0.0178 - success_ratio: 0.6869 - r_coeff: 0.4139 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2544
Epoch 1395/4000
0s - loss: 0.0178 - success_ratio: 0.6869 - r_coeff: 0.4140 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2545
Epoch 1396/4000
0s - loss: 0.0178 - success_ratio: 0.6869 - r_coeff: 0.4142 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2546
Epoch 1397/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4143 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2548
Epoch 1398/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4144 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2549
Epoch 1399/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4145 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2550
Epoch 1400/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4146 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2551
Epoch 1401/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4147 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2552
Epoch 1402/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4149 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2553
Epoch 1403/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4150 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2554
Epoch 1404/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4151 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2555
Epoch 1405/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4152 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2556
Epoch 1406/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4153 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2557
Epoch 1407/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4154 - val_loss: 0.0220 - val_success_ratio: 0.6400 - val_r_coeff: 0.2558
Epoch 1408/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4155 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2560
Epoch 1409/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4157 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2561
Epoch 1410/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4158 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2562
Epoch 1411/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4159 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2563
Epoch 1412/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4160 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2564
Epoch 1413/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4161 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2565
Epoch 1414/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4162 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2566
Epoch 1415/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4163 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2567
Epoch 1416/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4164 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2568
Epoch 1417/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4165 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2569
Epoch 1418/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4166 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2570
Epoch 1419/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4168 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2571
Epoch 1420/4000
0s - loss: 0.0178 - success_ratio: 0.6894 - r_coeff: 0.4169 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2572
Epoch 1421/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4170 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2573
Epoch 1422/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4171 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2574
Epoch 1423/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4172 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2575
Epoch 1424/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4173 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2576
Epoch 1425/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4174 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2577
Epoch 1426/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4175 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2578
Epoch 1427/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4176 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2579
Epoch 1428/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4177 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2580
Epoch 1429/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4178 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2581
Epoch 1430/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4179 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2582
Epoch 1431/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4180 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2583
Epoch 1432/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4181 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2584
Epoch 1433/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4182 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2585
Epoch 1434/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4183 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2586
Epoch 1435/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4184 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2587
Epoch 1436/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4185 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2588
Epoch 1437/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4186 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2589
Epoch 1438/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4187 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2590
Epoch 1439/4000
0s - loss: 0.0177 - success_ratio: 0.6919 - r_coeff: 0.4188 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2591
Epoch 1440/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4189 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2592
Epoch 1441/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4190 - val_loss: 0.0219 - val_success_ratio: 0.6400 - val_r_coeff: 0.2593
Epoch 1442/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4191 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2594
Epoch 1443/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4192 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2595
Epoch 1444/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4193 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2596
Epoch 1445/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4194 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2597
Epoch 1446/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4195 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2598
Epoch 1447/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4196 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2598
Epoch 1448/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4197 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2599
Epoch 1449/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4198 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2600
Epoch 1450/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4199 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2601
Epoch 1451/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4200 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2602
Epoch 1452/4000
0s - loss: 0.0177 - success_ratio: 0.6894 - r_coeff: 0.4201 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2603
Epoch 1453/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4202 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2604
Epoch 1454/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4203 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2605
Epoch 1455/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4204 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2606
Epoch 1456/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4205 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2607
Epoch 1457/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4206 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2608
Epoch 1458/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4207 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2609
Epoch 1459/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4208 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2609
Epoch 1460/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4209 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2610
Epoch 1461/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4210 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2611
Epoch 1462/4000
0s - loss: 0.0176 - success_ratio: 0.6894 - r_coeff: 0.4211 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2612
Epoch 1463/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4212 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2613
Epoch 1464/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4212 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2614
Epoch 1465/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4213 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2615
Epoch 1466/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4214 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2616
Epoch 1467/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4215 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2617
Epoch 1468/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4216 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2617
Epoch 1469/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4217 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2618
Epoch 1470/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4218 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2619
Epoch 1471/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4219 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2620
Epoch 1472/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4220 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2621
Epoch 1473/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4221 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2622
Epoch 1474/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4221 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2623
Epoch 1475/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4222 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2624
Epoch 1476/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4223 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2624
Epoch 1477/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4224 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2625
Epoch 1478/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4225 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2626
Epoch 1479/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4226 - val_loss: 0.0218 - val_success_ratio: 0.6400 - val_r_coeff: 0.2627
Epoch 1480/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4227 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2628
Epoch 1481/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4228 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2629
Epoch 1482/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4228 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2629
Epoch 1483/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4229 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2630
Epoch 1484/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4230 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2631
Epoch 1485/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4231 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2632
Epoch 1486/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4232 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2633
Epoch 1487/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4233 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2634
Epoch 1488/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4234 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2634
Epoch 1489/4000
0s - loss: 0.0176 - success_ratio: 0.6919 - r_coeff: 0.4234 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2635
Epoch 1490/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4235 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2636
Epoch 1491/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4236 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2637
Epoch 1492/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4237 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2638
Epoch 1493/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4238 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2638
Epoch 1494/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4238 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2639
Epoch 1495/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4239 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2640
Epoch 1496/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4240 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2641
Epoch 1497/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4241 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2642
Epoch 1498/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4242 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2642
Epoch 1499/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4243 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2643
Epoch 1500/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4243 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2644
Epoch 1501/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4244 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2645
Epoch 1502/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4245 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2646
Epoch 1503/4000
0s - loss: 0.0175 - success_ratio: 0.6894 - r_coeff: 0.4246 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2646
Epoch 1504/4000
0s - loss: 0.0175 - success_ratio: 0.6894 - r_coeff: 0.4247 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2647
Epoch 1505/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4247 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2648
Epoch 1506/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4248 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2649
Epoch 1507/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4249 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2650
Epoch 1508/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4250 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2650
Epoch 1509/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4250 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2651
Epoch 1510/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4251 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2652
Epoch 1511/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4252 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2653
Epoch 1512/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4253 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2653
Epoch 1513/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4254 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2654
Epoch 1514/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4254 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2655
Epoch 1515/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4255 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2656
Epoch 1516/4000
0s - loss: 0.0175 - success_ratio: 0.6919 - r_coeff: 0.4256 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2656
Epoch 1517/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4257 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2657
Epoch 1518/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4257 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2658
Epoch 1519/4000
0s - loss: 0.0175 - success_ratio: 0.6944 - r_coeff: 0.4258 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2659
Epoch 1520/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4259 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2659
Epoch 1521/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4260 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2660
Epoch 1522/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4260 - val_loss: 0.0217 - val_success_ratio: 0.6400 - val_r_coeff: 0.2661
Epoch 1523/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4261 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2662
Epoch 1524/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4262 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2662
Epoch 1525/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4263 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2663
Epoch 1526/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4263 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2664
Epoch 1527/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4264 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2664
Epoch 1528/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4265 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2665
Epoch 1529/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4265 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2666
Epoch 1530/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4266 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2667
Epoch 1531/4000
0s - loss: 0.0175 - success_ratio: 0.6970 - r_coeff: 0.4267 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2667
Epoch 1532/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4268 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2668
Epoch 1533/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4268 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2669
Epoch 1534/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4269 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2670
Epoch 1535/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4270 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2670
Epoch 1536/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4270 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2671
Epoch 1537/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4271 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2672
Epoch 1538/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4272 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2672
Epoch 1539/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4272 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2673
Epoch 1540/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4273 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2674
Epoch 1541/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4274 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2674
Epoch 1542/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4275 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2675
Epoch 1543/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4275 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2676
Epoch 1544/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4276 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2676
Epoch 1545/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4277 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2677
Epoch 1546/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4277 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2678
Epoch 1547/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4278 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2679
Epoch 1548/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4279 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2679
Epoch 1549/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4279 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2680
Epoch 1550/4000
0s - loss: 0.0174 - success_ratio: 0.6944 - r_coeff: 0.4280 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2681
Epoch 1551/4000
0s - loss: 0.0174 - success_ratio: 0.6944 - r_coeff: 0.4281 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2681
Epoch 1552/4000
0s - loss: 0.0174 - success_ratio: 0.6944 - r_coeff: 0.4281 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2682
Epoch 1553/4000
0s - loss: 0.0174 - success_ratio: 0.6944 - r_coeff: 0.4282 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2683
Epoch 1554/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4283 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2683
Epoch 1555/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4283 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2684
Epoch 1556/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4284 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2685
Epoch 1557/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4285 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2685
Epoch 1558/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4285 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2686
Epoch 1559/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4286 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2687
Epoch 1560/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4286 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2687
Epoch 1561/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4287 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2688
Epoch 1562/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4288 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2689
Epoch 1563/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4288 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2689
Epoch 1564/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4289 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2690
Epoch 1565/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4290 - val_loss: 0.0216 - val_success_ratio: 0.6400 - val_r_coeff: 0.2690
Epoch 1566/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4290 - val_loss: 0.0216 - val_success_ratio: 0.6300 - val_r_coeff: 0.2691
Epoch 1567/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4291 - val_loss: 0.0216 - val_success_ratio: 0.6300 - val_r_coeff: 0.2692
Epoch 1568/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4291 - val_loss: 0.0216 - val_success_ratio: 0.6300 - val_r_coeff: 0.2692
Epoch 1569/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4292 - val_loss: 0.0216 - val_success_ratio: 0.6300 - val_r_coeff: 0.2693
Epoch 1570/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4293 - val_loss: 0.0216 - val_success_ratio: 0.6300 - val_r_coeff: 0.2694
Epoch 1571/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4293 - val_loss: 0.0216 - val_success_ratio: 0.6300 - val_r_coeff: 0.2694
Epoch 1572/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4294 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2695
Epoch 1573/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4295 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2696
Epoch 1574/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4295 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2696
Epoch 1575/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4296 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2697
Epoch 1576/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4296 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2697
Epoch 1577/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4297 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2698
Epoch 1578/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4298 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2699
Epoch 1579/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4298 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2699
Epoch 1580/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4299 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2700
Epoch 1581/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4299 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2701
Epoch 1582/4000
0s - loss: 0.0174 - success_ratio: 0.6970 - r_coeff: 0.4300 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2701
Epoch 1583/4000
0s - loss: 0.0173 - success_ratio: 0.6970 - r_coeff: 0.4301 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2702
Epoch 1584/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4301 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2702
Epoch 1585/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4302 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2703
Epoch 1586/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4302 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2704
Epoch 1587/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4303 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2704
Epoch 1588/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4303 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2705
Epoch 1589/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4304 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2705
Epoch 1590/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4305 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2706
Epoch 1591/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4305 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2707
Epoch 1592/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4306 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2707
Epoch 1593/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4306 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2708
Epoch 1594/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4307 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2708
Epoch 1595/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4307 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2709
Epoch 1596/4000
0s - loss: 0.0173 - success_ratio: 0.6944 - r_coeff: 0.4308 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2710
Epoch 1597/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4309 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2710
Epoch 1598/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4309 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2711
Epoch 1599/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4310 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2711
Epoch 1600/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4310 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2712
Epoch 1601/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4311 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2712
Epoch 1602/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4311 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2713
Epoch 1603/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4312 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2714
Epoch 1604/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4312 - val_loss: 0.0215 - val_success_ratio: 0.6300 - val_r_coeff: 0.2714
Epoch 1605/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4313 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2715
Epoch 1606/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4313 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2715
Epoch 1607/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4314 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2716
Epoch 1608/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4314 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2717
Epoch 1609/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4315 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2717
Epoch 1610/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4316 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2718
Epoch 1611/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4316 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2718
Epoch 1612/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4317 - val_loss: 0.0215 - val_success_ratio: 0.6200 - val_r_coeff: 0.2719
Epoch 1613/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4317 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2719
Epoch 1614/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4318 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2720
Epoch 1615/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4318 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2720
Epoch 1616/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4319 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2721
Epoch 1617/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4319 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2722
Epoch 1618/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4320 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2722
Epoch 1619/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4320 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2723
Epoch 1620/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4321 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2723
Epoch 1621/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4321 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2724
Epoch 1622/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4322 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2724
Epoch 1623/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4322 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2725
Epoch 1624/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4323 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2725
Epoch 1625/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4323 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2726
Epoch 1626/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4324 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2726
Epoch 1627/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4324 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2727
Epoch 1628/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4325 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2728
Epoch 1629/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4325 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2728
Epoch 1630/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4326 - val_loss: 0.0215 - val_success_ratio: 0.6400 - val_r_coeff: 0.2729
Epoch 1631/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4326 - val_loss: 0.0214 - val_success_ratio: 0.6400 - val_r_coeff: 0.2729
Epoch 1632/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4327 - val_loss: 0.0214 - val_success_ratio: 0.6400 - val_r_coeff: 0.2730
Epoch 1633/4000
0s - loss: 0.0173 - success_ratio: 0.6894 - r_coeff: 0.4327 - val_loss: 0.0214 - val_success_ratio: 0.6400 - val_r_coeff: 0.2730
Epoch 1634/4000
0s - loss: 0.0173 - success_ratio: 0.6894 - r_coeff: 0.4328 - val_loss: 0.0214 - val_success_ratio: 0.6400 - val_r_coeff: 0.2731
Epoch 1635/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4328 - val_loss: 0.0214 - val_success_ratio: 0.6400 - val_r_coeff: 0.2731
Epoch 1636/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4329 - val_loss: 0.0214 - val_success_ratio: 0.6300 - val_r_coeff: 0.2732
Epoch 1637/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4329 - val_loss: 0.0214 - val_success_ratio: 0.6300 - val_r_coeff: 0.2732
Epoch 1638/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4330 - val_loss: 0.0214 - val_success_ratio: 0.6300 - val_r_coeff: 0.2733
Epoch 1639/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4330 - val_loss: 0.0214 - val_success_ratio: 0.6300 - val_r_coeff: 0.2733
Epoch 1640/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4330 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2734
Epoch 1641/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4331 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2734
Epoch 1642/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4331 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2735
Epoch 1643/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4332 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2735
Epoch 1644/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4332 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2736
Epoch 1645/4000
0s - loss: 0.0173 - success_ratio: 0.6919 - r_coeff: 0.4333 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2736
Epoch 1646/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4333 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2737
Epoch 1647/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4334 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2737
Epoch 1648/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4334 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2738
Epoch 1649/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4335 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2738
Epoch 1650/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4335 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2739
Epoch 1651/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4336 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2739
Epoch 1652/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4336 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2740
Epoch 1653/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4336 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2740
Epoch 1654/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4337 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2741
Epoch 1655/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4337 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2741
Epoch 1656/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4338 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2742
Epoch 1657/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4338 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2742
Epoch 1658/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4339 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2743
Epoch 1659/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4339 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2743
Epoch 1660/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4340 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2744
Epoch 1661/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4340 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2744
Epoch 1662/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4340 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2745
Epoch 1663/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4341 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2745
Epoch 1664/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4341 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2746
Epoch 1665/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4342 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2746
Epoch 1666/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4342 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2747
Epoch 1667/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4343 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2747
Epoch 1668/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4343 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2748
Epoch 1669/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4343 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2748
Epoch 1670/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4344 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2749
Epoch 1671/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4344 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2749
Epoch 1672/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4345 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2750
Epoch 1673/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4345 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2750
Epoch 1674/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4345 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2751
Epoch 1675/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4346 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2751
Epoch 1676/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4346 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2752
Epoch 1677/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4347 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2752
Epoch 1678/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4347 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2753
Epoch 1679/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4348 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2753
Epoch 1680/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4348 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2753
Epoch 1681/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4348 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2754
Epoch 1682/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4349 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2754
Epoch 1683/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4349 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2755
Epoch 1684/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4350 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2755
Epoch 1685/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4350 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2756
Epoch 1686/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4350 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2756
Epoch 1687/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4351 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2757
Epoch 1688/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4351 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2757
Epoch 1689/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4351 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2758
Epoch 1690/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4352 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2758
Epoch 1691/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4352 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2758
Epoch 1692/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4353 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2759
Epoch 1693/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4353 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2759
Epoch 1694/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4353 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2760
Epoch 1695/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4354 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2760
Epoch 1696/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4354 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2761
Epoch 1697/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4355 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2761
Epoch 1698/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4355 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2762
Epoch 1699/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4355 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2762
Epoch 1700/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4356 - val_loss: 0.0214 - val_success_ratio: 0.6200 - val_r_coeff: 0.2762
Epoch 1701/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4356 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2763
Epoch 1702/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4356 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2763
Epoch 1703/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4357 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2764
Epoch 1704/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4357 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2764
Epoch 1705/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4358 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2765
Epoch 1706/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4358 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2765
Epoch 1707/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4358 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2766
Epoch 1708/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4359 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2766
Epoch 1709/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4359 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2766
Epoch 1710/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4359 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2767
Epoch 1711/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4360 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2767
Epoch 1712/4000
0s - loss: 0.0172 - success_ratio: 0.6919 - r_coeff: 0.4360 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2768
Epoch 1713/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4360 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2768
Epoch 1714/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4361 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2769
Epoch 1715/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4361 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2769
Epoch 1716/4000
0s - loss: 0.0172 - success_ratio: 0.6944 - r_coeff: 0.4361 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2769
Epoch 1717/4000
0s - loss: 0.0172 - success_ratio: 0.6970 - r_coeff: 0.4362 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2770
Epoch 1718/4000
0s - loss: 0.0172 - success_ratio: 0.6970 - r_coeff: 0.4362 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2770
Epoch 1719/4000
0s - loss: 0.0172 - success_ratio: 0.6970 - r_coeff: 0.4362 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2771
Epoch 1720/4000
0s - loss: 0.0172 - success_ratio: 0.6970 - r_coeff: 0.4363 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2771
Epoch 1721/4000
0s - loss: 0.0172 - success_ratio: 0.6995 - r_coeff: 0.4363 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2771
Epoch 1722/4000
0s - loss: 0.0172 - success_ratio: 0.6995 - r_coeff: 0.4364 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2772
Epoch 1723/4000
0s - loss: 0.0172 - success_ratio: 0.7020 - r_coeff: 0.4364 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2772
Epoch 1724/4000
0s - loss: 0.0172 - success_ratio: 0.7020 - r_coeff: 0.4364 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2773
Epoch 1725/4000
0s - loss: 0.0172 - success_ratio: 0.7020 - r_coeff: 0.4365 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2773
Epoch 1726/4000
0s - loss: 0.0172 - success_ratio: 0.7045 - r_coeff: 0.4365 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2774
Epoch 1727/4000
0s - loss: 0.0172 - success_ratio: 0.7045 - r_coeff: 0.4365 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2774
Epoch 1728/4000
0s - loss: 0.0172 - success_ratio: 0.7045 - r_coeff: 0.4366 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2774
Epoch 1729/4000
0s - loss: 0.0172 - success_ratio: 0.7045 - r_coeff: 0.4366 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2775
Epoch 1730/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4366 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2775
Epoch 1731/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4367 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2776
Epoch 1732/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4367 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2776
Epoch 1733/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4367 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2776
Epoch 1734/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4368 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2777
Epoch 1735/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4368 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2777
Epoch 1736/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4368 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2778
Epoch 1737/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4369 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2778
Epoch 1738/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4369 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2778
Epoch 1739/4000
0s - loss: 0.0171 - success_ratio: 0.7045 - r_coeff: 0.4369 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2779
Epoch 1740/4000
0s - loss: 0.0171 - success_ratio: 0.7071 - r_coeff: 0.4369 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2779
Epoch 1741/4000
0s - loss: 0.0171 - success_ratio: 0.7071 - r_coeff: 0.4370 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2780
Epoch 1742/4000
0s - loss: 0.0171 - success_ratio: 0.7071 - r_coeff: 0.4370 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2780
Epoch 1743/4000
0s - loss: 0.0171 - success_ratio: 0.7071 - r_coeff: 0.4370 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2780
Epoch 1744/4000
0s - loss: 0.0171 - success_ratio: 0.7071 - r_coeff: 0.4371 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2781
Epoch 1745/4000
0s - loss: 0.0171 - success_ratio: 0.7071 - r_coeff: 0.4371 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2781
Epoch 1746/4000
0s - loss: 0.0171 - success_ratio: 0.7071 - r_coeff: 0.4371 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2782
Epoch 1747/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4372 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2782
Epoch 1748/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4372 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2782
Epoch 1749/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4372 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2783
Epoch 1750/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4373 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2783
Epoch 1751/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4373 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2783
Epoch 1752/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4373 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2784
Epoch 1753/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4374 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2784
Epoch 1754/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4374 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2785
Epoch 1755/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4374 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2785
Epoch 1756/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4374 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2785
Epoch 1757/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4375 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2786
Epoch 1758/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4375 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2786
Epoch 1759/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4375 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2787
Epoch 1760/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4376 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2787
Epoch 1761/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4376 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2787
Epoch 1762/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4376 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2788
Epoch 1763/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4377 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2788
Epoch 1764/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4377 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2788
Epoch 1765/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4377 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2789
Epoch 1766/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4377 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2789
Epoch 1767/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4378 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2790
Epoch 1768/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4378 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2790
Epoch 1769/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4378 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2790
Epoch 1770/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4379 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2791
Epoch 1771/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4379 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2791
Epoch 1772/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4379 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2791
Epoch 1773/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4379 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2792
Epoch 1774/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4380 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2792
Epoch 1775/4000
0s - loss: 0.0171 - success_ratio: 0.7096 - r_coeff: 0.4380 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2792
Epoch 1776/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4380 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2793
Epoch 1777/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4381 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2793
Epoch 1778/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4381 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2794
Epoch 1779/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4381 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2794
Epoch 1780/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4381 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2794
Epoch 1781/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4382 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2795
Epoch 1782/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4382 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2795
Epoch 1783/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4382 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2795
Epoch 1784/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4382 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2796
Epoch 1785/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4383 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2796
Epoch 1786/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4383 - val_loss: 0.0213 - val_success_ratio: 0.6200 - val_r_coeff: 0.2796
Epoch 1787/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4383 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2797
Epoch 1788/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4384 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2797
Epoch 1789/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4384 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2797
Epoch 1790/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4384 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2798
Epoch 1791/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4384 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2798
Epoch 1792/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4385 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2799
Epoch 1793/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4385 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2799
Epoch 1794/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4385 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2799
Epoch 1795/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4385 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2800
Epoch 1796/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4386 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2800
Epoch 1797/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4386 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2800
Epoch 1798/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4386 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2801
Epoch 1799/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4386 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2801
Epoch 1800/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4387 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2801
Epoch 1801/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4387 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2802
Epoch 1802/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4387 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2802
Epoch 1803/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4387 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2802
Epoch 1804/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4388 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2803
Epoch 1805/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4388 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2803
Epoch 1806/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4388 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2803
Epoch 1807/4000
0s - loss: 0.0171 - success_ratio: 0.7121 - r_coeff: 0.4388 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2804
Epoch 1808/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4389 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2804
Epoch 1809/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4389 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2804
Epoch 1810/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4389 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2805
Epoch 1811/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4389 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2805
Epoch 1812/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4390 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2805
Epoch 1813/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4390 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2806
Epoch 1814/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4390 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2806
Epoch 1815/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4390 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2806
Epoch 1816/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4391 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2807
Epoch 1817/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4391 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2807
Epoch 1818/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4391 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2807
Epoch 1819/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4391 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2808
Epoch 1820/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4392 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2808
Epoch 1821/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4392 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2808
Epoch 1822/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4392 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2809
Epoch 1823/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4392 - val_loss: 0.0212 - val_success_ratio: 0.6200 - val_r_coeff: 0.2809
Epoch 1824/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4392 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2809
Epoch 1825/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4393 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2810
Epoch 1826/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4393 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2810
Epoch 1827/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4393 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2810
Epoch 1828/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4393 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2811
Epoch 1829/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4394 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2811
Epoch 1830/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4394 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2811
Epoch 1831/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4394 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2812
Epoch 1832/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4394 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2812
Epoch 1833/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4395 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2812
Epoch 1834/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4395 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2812
Epoch 1835/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4395 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2813
Epoch 1836/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4395 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2813
Epoch 1837/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4395 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2813
Epoch 1838/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4396 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2814
Epoch 1839/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4396 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2814
Epoch 1840/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4396 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2814
Epoch 1841/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4396 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2815
Epoch 1842/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4397 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2815
Epoch 1843/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4397 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2815
Epoch 1844/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4397 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2816
Epoch 1845/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4397 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2816
Epoch 1846/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4397 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2816
Epoch 1847/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4398 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2817
Epoch 1848/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4398 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2817
Epoch 1849/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4398 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2817
Epoch 1850/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4398 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2817
Epoch 1851/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4398 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2818
Epoch 1852/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4399 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2818
Epoch 1853/4000
0s - loss: 0.0171 - success_ratio: 0.7146 - r_coeff: 0.4399 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2818
Epoch 1854/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4399 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2819
Epoch 1855/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4399 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2819
Epoch 1856/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4400 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2819
Epoch 1857/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4400 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2820
Epoch 1858/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4400 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2820
Epoch 1859/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4400 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2820
Epoch 1860/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4400 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2820
Epoch 1861/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4401 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2821
Epoch 1862/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4401 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2821
Epoch 1863/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4401 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2821
Epoch 1864/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4401 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2822
Epoch 1865/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4401 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2822
Epoch 1866/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4402 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2822
Epoch 1867/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4402 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2823
Epoch 1868/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4402 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2823
Epoch 1869/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4402 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2823
Epoch 1870/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4402 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2823
Epoch 1871/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4403 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2824
Epoch 1872/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4403 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2824
Epoch 1873/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4403 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2824
Epoch 1874/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4403 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2825
Epoch 1875/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4403 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2825
Epoch 1876/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4404 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2825
Epoch 1877/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4404 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2825
Epoch 1878/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4404 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2826
Epoch 1879/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4404 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2826
Epoch 1880/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4404 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2826
Epoch 1881/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4404 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2827
Epoch 1882/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4405 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2827
Epoch 1883/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4405 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2827
Epoch 1884/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4405 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2827
Epoch 1885/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4405 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2828
Epoch 1886/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4405 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2828
Epoch 1887/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4406 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2828
Epoch 1888/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4406 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2829
Epoch 1889/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4406 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2829
Epoch 1890/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4406 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2829
Epoch 1891/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4406 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2829
Epoch 1892/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4407 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2830
Epoch 1893/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4407 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2830
Epoch 1894/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4407 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2830
Epoch 1895/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4407 - val_loss: 0.0212 - val_success_ratio: 0.6300 - val_r_coeff: 0.2830
Epoch 1896/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4407 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2831
Epoch 1897/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4407 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2831
Epoch 1898/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4408 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2831
Epoch 1899/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4408 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2832
Epoch 1900/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4408 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2832
Epoch 1901/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4408 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2832
Epoch 1902/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4408 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2832
Epoch 1903/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4409 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2833
Epoch 1904/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4409 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2833
Epoch 1905/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4409 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2833
Epoch 1906/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4409 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2833
Epoch 1907/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4409 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2834
Epoch 1908/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4409 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2834
Epoch 1909/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4410 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2834
Epoch 1910/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4410 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2835
Epoch 1911/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4410 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2835
Epoch 1912/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4410 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2835
Epoch 1913/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4410 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2835
Epoch 1914/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4410 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2836
Epoch 1915/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4411 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2836
Epoch 1916/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4411 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2836
Epoch 1917/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4411 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2836
Epoch 1918/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4411 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2837
Epoch 1919/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4411 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2837
Epoch 1920/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4411 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2837
Epoch 1921/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4412 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2837
Epoch 1922/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4412 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2838
Epoch 1923/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4412 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2838
Epoch 1924/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4412 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2838
Epoch 1925/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4412 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2838
Epoch 1926/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4412 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2839
Epoch 1927/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4413 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2839
Epoch 1928/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4413 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2839
Epoch 1929/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4413 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2840
Epoch 1930/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4413 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2840
Epoch 1931/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4413 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2840
Epoch 1932/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4413 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2840
Epoch 1933/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4414 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2841
Epoch 1934/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4414 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2841
Epoch 1935/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4414 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2841
Epoch 1936/4000
0s - loss: 0.0170 - success_ratio: 0.7172 - r_coeff: 0.4414 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2841
Epoch 1937/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4414 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2842
Epoch 1938/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4414 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2842
Epoch 1939/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4414 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2842
Epoch 1940/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4415 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2842
Epoch 1941/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4415 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2843
Epoch 1942/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4415 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2843
Epoch 1943/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4415 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2843
Epoch 1944/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4415 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2843
Epoch 1945/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4415 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2844
Epoch 1946/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4416 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2844
Epoch 1947/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4416 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2844
Epoch 1948/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4416 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2844
Epoch 1949/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4416 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2845
Epoch 1950/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4416 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2845
Epoch 1951/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4416 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2845
Epoch 1952/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4416 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2845
Epoch 1953/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4417 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2846
Epoch 1954/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4417 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2846
Epoch 1955/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4417 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2846
Epoch 1956/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4417 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2846
Epoch 1957/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4417 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2846
Epoch 1958/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4417 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2847
Epoch 1959/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4418 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2847
Epoch 1960/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4418 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2847
Epoch 1961/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4418 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2847
Epoch 1962/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4418 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2848
Epoch 1963/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4418 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2848
Epoch 1964/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4418 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2848
Epoch 1965/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4418 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2848
Epoch 1966/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4419 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2849
Epoch 1967/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4419 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2849
Epoch 1968/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4419 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2849
Epoch 1969/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4419 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2849
Epoch 1970/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4419 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2850
Epoch 1971/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4419 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2850
Epoch 1972/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4419 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2850
Epoch 1973/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2850
Epoch 1974/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2851
Epoch 1975/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2851
Epoch 1976/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2851
Epoch 1977/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2851
Epoch 1978/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2851
Epoch 1979/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2852
Epoch 1980/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4420 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2852
Epoch 1981/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4421 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2852
Epoch 1982/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4421 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2852
Epoch 1983/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4421 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2853
Epoch 1984/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4421 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2853
Epoch 1985/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4421 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2853
Epoch 1986/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4421 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2853
Epoch 1987/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4421 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2854
Epoch 1988/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4422 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2854
Epoch 1989/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4422 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2854
Epoch 1990/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4422 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2854
Epoch 1991/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4422 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2854
Epoch 1992/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4422 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2855
Epoch 1993/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4422 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2855
Epoch 1994/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4422 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2855
Epoch 1995/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2855
Epoch 1996/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2856
Epoch 1997/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2856
Epoch 1998/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2856
Epoch 1999/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2856
Epoch 2000/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2856
Epoch 2001/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2857
Epoch 2002/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4423 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2857
Epoch 2003/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2857
Epoch 2004/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2857
Epoch 2005/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2858
Epoch 2006/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2858
Epoch 2007/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2858
Epoch 2008/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2858
Epoch 2009/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2858
Epoch 2010/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4424 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2859
Epoch 2011/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2859
Epoch 2012/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2859
Epoch 2013/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2859
Epoch 2014/4000
0s - loss: 0.0170 - success_ratio: 0.7146 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2859
Epoch 2015/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2860
Epoch 2016/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2860
Epoch 2017/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2860
Epoch 2018/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4425 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2860
Epoch 2019/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2861
Epoch 2020/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2861
Epoch 2021/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2861
Epoch 2022/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2861
Epoch 2023/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2861
Epoch 2024/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2862
Epoch 2025/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2862
Epoch 2026/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4426 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2862
Epoch 2027/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2862
Epoch 2028/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2862
Epoch 2029/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2863
Epoch 2030/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2863
Epoch 2031/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2863
Epoch 2032/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2863
Epoch 2033/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2863
Epoch 2034/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2864
Epoch 2035/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4427 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2864
Epoch 2036/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2864
Epoch 2037/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0211 - val_success_ratio: 0.6300 - val_r_coeff: 0.2864
Epoch 2038/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2864
Epoch 2039/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2865
Epoch 2040/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2865
Epoch 2041/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2865
Epoch 2042/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2865
Epoch 2043/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4428 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2866
Epoch 2044/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2866
Epoch 2045/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2866
Epoch 2046/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2866
Epoch 2047/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2866
Epoch 2048/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2867
Epoch 2049/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2867
Epoch 2050/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2867
Epoch 2051/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2867
Epoch 2052/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4429 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2867
Epoch 2053/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2868
Epoch 2054/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2868
Epoch 2055/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2868
Epoch 2056/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2868
Epoch 2057/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2868
Epoch 2058/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2869
Epoch 2059/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2869
Epoch 2060/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2869
Epoch 2061/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4430 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2869
Epoch 2062/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2869
Epoch 2063/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2869
Epoch 2064/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2870
Epoch 2065/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2870
Epoch 2066/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2870
Epoch 2067/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2870
Epoch 2068/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2870
Epoch 2069/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2871
Epoch 2070/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2871
Epoch 2071/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4431 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2871
Epoch 2072/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2871
Epoch 2073/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2871
Epoch 2074/4000
0s - loss: 0.0170 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2872
Epoch 2075/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2872
Epoch 2076/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2872
Epoch 2077/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2872
Epoch 2078/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2872
Epoch 2079/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2873
Epoch 2080/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4432 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2873
Epoch 2081/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2873
Epoch 2082/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2873
Epoch 2083/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2873
Epoch 2084/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2873
Epoch 2085/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2874
Epoch 2086/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2874
Epoch 2087/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2874
Epoch 2088/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2874
Epoch 2089/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2874
Epoch 2090/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4433 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2875
Epoch 2091/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2875
Epoch 2092/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2875
Epoch 2093/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2875
Epoch 2094/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2875
Epoch 2095/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2876
Epoch 2096/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2876
Epoch 2097/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2876
Epoch 2098/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2876
Epoch 2099/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2876
Epoch 2100/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4434 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2876
Epoch 2101/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2877
Epoch 2102/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2877
Epoch 2103/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2877
Epoch 2104/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2877
Epoch 2105/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2877
Epoch 2106/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2878
Epoch 2107/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2878
Epoch 2108/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2878
Epoch 2109/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2878
Epoch 2110/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4435 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2878
Epoch 2111/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2878
Epoch 2112/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2879
Epoch 2113/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2879
Epoch 2114/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2879
Epoch 2115/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2879
Epoch 2116/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2879
Epoch 2117/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2879
Epoch 2118/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2880
Epoch 2119/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2880
Epoch 2120/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4436 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2880
Epoch 2121/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2880
Epoch 2122/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2880
Epoch 2123/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2881
Epoch 2124/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2881
Epoch 2125/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2881
Epoch 2126/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2881
Epoch 2127/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2881
Epoch 2128/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2881
Epoch 2129/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2882
Epoch 2130/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2882
Epoch 2131/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4437 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2882
Epoch 2132/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2882
Epoch 2133/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2882
Epoch 2134/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2882
Epoch 2135/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2883
Epoch 2136/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2883
Epoch 2137/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2883
Epoch 2138/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2883
Epoch 2139/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2883
Epoch 2140/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2883
Epoch 2141/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2884
Epoch 2142/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4438 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2884
Epoch 2143/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2884
Epoch 2144/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2884
Epoch 2145/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2884
Epoch 2146/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2884
Epoch 2147/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2885
Epoch 2148/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2885
Epoch 2149/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2885
Epoch 2150/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2885
Epoch 2151/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2885
Epoch 2152/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2885
Epoch 2153/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4439 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2886
Epoch 2154/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2886
Epoch 2155/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2886
Epoch 2156/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2886
Epoch 2157/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2886
Epoch 2158/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2886
Epoch 2159/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2887
Epoch 2160/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2887
Epoch 2161/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2887
Epoch 2162/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2887
Epoch 2163/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2887
Epoch 2164/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2887
Epoch 2165/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4440 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2888
Epoch 2166/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2888
Epoch 2167/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2888
Epoch 2168/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2888
Epoch 2169/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2888
Epoch 2170/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2888
Epoch 2171/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2888
Epoch 2172/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2889
Epoch 2173/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2889
Epoch 2174/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2889
Epoch 2175/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2889
Epoch 2176/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4441 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2889
Epoch 2177/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2889
Epoch 2178/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2890
Epoch 2179/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2890
Epoch 2180/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2890
Epoch 2181/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2890
Epoch 2182/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2890
Epoch 2183/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2890
Epoch 2184/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2890
Epoch 2185/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6300 - val_r_coeff: 0.2891
Epoch 2186/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2891
Epoch 2187/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2891
Epoch 2188/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4442 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2891
Epoch 2189/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2891
Epoch 2190/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2891
Epoch 2191/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2892
Epoch 2192/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2892
Epoch 2193/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2892
Epoch 2194/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2892
Epoch 2195/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2892
Epoch 2196/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2892
Epoch 2197/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2892
Epoch 2198/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2893
Epoch 2199/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2893
Epoch 2200/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4443 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2893
Epoch 2201/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2893
Epoch 2202/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2893
Epoch 2203/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2893
Epoch 2204/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2894
Epoch 2205/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2894
Epoch 2206/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2894
Epoch 2207/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2894
Epoch 2208/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2894
Epoch 2209/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2894
Epoch 2210/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2894
Epoch 2211/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2895
Epoch 2212/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2895
Epoch 2213/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4444 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2895
Epoch 2214/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2895
Epoch 2215/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2895
Epoch 2216/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2895
Epoch 2217/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2895
Epoch 2218/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2896
Epoch 2219/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2896
Epoch 2220/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2896
Epoch 2221/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2896
Epoch 2222/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2896
Epoch 2223/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2896
Epoch 2224/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2896
Epoch 2225/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2897
Epoch 2226/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4445 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2897
Epoch 2227/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2897
Epoch 2228/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2897
Epoch 2229/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2897
Epoch 2230/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2897
Epoch 2231/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2897
Epoch 2232/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2898
Epoch 2233/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2898
Epoch 2234/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2898
Epoch 2235/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2898
Epoch 2236/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2898
Epoch 2237/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0210 - val_success_ratio: 0.6200 - val_r_coeff: 0.2898
Epoch 2238/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2898
Epoch 2239/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4446 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2899
Epoch 2240/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2899
Epoch 2241/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2899
Epoch 2242/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2899
Epoch 2243/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2899
Epoch 2244/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2899
Epoch 2245/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2899
Epoch 2246/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2247/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2248/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2249/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2250/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2251/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2252/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4447 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2253/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2900
Epoch 2254/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2901
Epoch 2255/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2901
Epoch 2256/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2901
Epoch 2257/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2901
Epoch 2258/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2901
Epoch 2259/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2901
Epoch 2260/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2901
Epoch 2261/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2262/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2263/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2264/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2265/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4448 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2266/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2267/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2268/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2902
Epoch 2269/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2903
Epoch 2270/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2903
Epoch 2271/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2903
Epoch 2272/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2903
Epoch 2273/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2903
Epoch 2274/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2903
Epoch 2275/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2903
Epoch 2276/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2277/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2278/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2279/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4449 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2280/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2281/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2282/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2283/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2904
Epoch 2284/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2285/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2286/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2287/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2288/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2289/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2290/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2291/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2905
Epoch 2292/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2293/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4450 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2294/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2295/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2296/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2297/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2298/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2299/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2906
Epoch 2300/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2301/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2302/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2303/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2304/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2305/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2306/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2307/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4451 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2907
Epoch 2308/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2309/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2310/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2311/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2312/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2313/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2314/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2315/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2908
Epoch 2316/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2317/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2318/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2319/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2320/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2321/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4452 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2322/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2323/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2909
Epoch 2324/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2325/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2326/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2327/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2328/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2329/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2330/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2331/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2332/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2910
Epoch 2333/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2334/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2335/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2336/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4453 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2337/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2338/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2339/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2340/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2911
Epoch 2341/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2342/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2343/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2344/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2345/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2346/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2347/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2348/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2349/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2912
Epoch 2350/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2351/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4454 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2352/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2353/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2354/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2355/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2356/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2357/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2358/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2913
Epoch 2359/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2360/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2361/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2362/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2363/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2364/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2365/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2366/4000
0s - loss: 0.0169 - success_ratio: 0.7121 - r_coeff: 0.4455 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2367/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2914
Epoch 2368/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2369/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2370/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2371/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2372/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2373/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2374/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2375/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2376/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2915
Epoch 2377/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2378/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2379/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2380/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2381/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4456 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2382/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2383/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2384/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2385/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2916
Epoch 2386/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2387/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2388/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2389/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2390/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2391/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2392/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2393/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2394/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2917
Epoch 2395/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2396/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4457 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2397/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2398/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2399/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2400/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2401/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2402/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2403/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2404/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2918
Epoch 2405/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2406/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2407/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2408/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2409/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2410/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2411/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2412/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4458 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2413/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2919
Epoch 2414/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2415/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2416/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2417/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2418/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2419/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2420/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2421/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2422/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2423/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2920
Epoch 2424/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2425/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2426/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2427/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4459 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2428/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2429/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2430/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2431/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2432/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2433/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2921
Epoch 2434/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2435/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2436/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2437/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2438/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2439/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2440/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2441/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2442/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2443/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4460 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2922
Epoch 2444/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2445/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2446/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2447/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2448/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2449/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2450/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2451/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2452/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2453/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2454/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2923
Epoch 2455/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2456/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2457/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2458/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2459/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4461 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2460/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2461/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2462/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2463/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2464/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2924
Epoch 2465/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2466/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2467/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2468/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2469/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2470/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2471/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2472/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2473/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2474/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2475/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4462 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2925
Epoch 2476/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2477/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2478/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2479/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2480/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2481/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2482/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2483/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2484/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2485/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2486/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2926
Epoch 2487/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2488/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2489/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2490/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2491/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2492/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4463 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2493/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2494/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2495/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2496/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2497/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2927
Epoch 2498/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2499/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2500/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2501/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2502/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2503/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2504/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2505/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2506/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2507/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2508/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4464 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2928
Epoch 2509/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2929
Epoch 2510/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2929
Epoch 2511/4000
0s - loss: 0.0169 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2929
Epoch 2512/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2929
Epoch 2513/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6200 - val_r_coeff: 0.2929
Epoch 2514/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2929
Epoch 2515/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2929
Epoch 2516/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2929
Epoch 2517/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2929
Epoch 2518/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2929
Epoch 2519/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2929
Epoch 2520/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2521/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2522/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2523/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2524/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2525/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4465 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2526/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2527/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2528/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2529/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2530/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2531/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2930
Epoch 2532/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2533/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2534/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2535/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2536/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2537/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2538/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2539/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2540/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2541/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4466 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2542/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2543/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2931
Epoch 2544/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2545/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2546/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2547/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2548/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2549/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2550/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2551/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0209 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2552/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2553/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2554/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2555/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2932
Epoch 2556/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2557/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2558/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4467 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2559/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2560/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2561/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2562/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2563/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2564/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2565/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2566/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2567/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2933
Epoch 2568/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2569/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2570/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2571/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2572/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2573/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2574/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2575/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4468 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2576/4000
0s - loss: 0.0168 - success_ratio: 0.7146 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2577/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2578/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2579/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2580/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2934
Epoch 2581/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2582/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2583/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2584/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2585/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2586/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2587/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2588/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2589/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2590/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2591/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2592/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4469 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2593/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2935
Epoch 2594/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2595/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2596/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2597/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2598/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2599/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2600/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2601/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2602/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2603/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2604/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2605/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2606/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2936
Epoch 2607/4000
0s - loss: 0.0168 - success_ratio: 0.7121 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2608/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2609/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4470 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2610/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2611/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2612/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2613/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2614/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2615/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2616/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2617/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2618/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2619/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2937
Epoch 2620/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2621/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2622/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2623/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2624/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2625/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2626/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4471 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2627/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2628/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2629/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2630/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2631/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2632/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2938
Epoch 2633/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2634/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2635/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2636/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2637/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2638/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2639/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2640/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2641/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2642/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2643/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4472 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2644/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2645/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2646/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2939
Epoch 2647/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2648/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2649/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2650/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2651/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2652/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2653/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2654/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2655/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2656/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2657/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2658/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2659/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2660/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4473 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2940
Epoch 2661/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2662/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2663/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2664/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2665/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2666/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2667/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2668/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2669/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2670/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2671/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2672/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2673/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2674/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2941
Epoch 2675/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2676/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2677/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2678/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4474 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2679/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2680/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2681/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2682/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2683/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2684/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2685/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2686/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2687/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2688/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2689/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2942
Epoch 2690/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2691/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2692/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2693/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2694/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2695/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4475 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2696/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2697/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2698/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2699/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2700/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2701/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2702/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2703/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2704/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2943
Epoch 2705/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2706/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2707/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2708/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2709/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2710/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2711/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2712/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4476 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2713/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2714/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2715/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2716/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2717/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2718/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2719/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2944
Epoch 2720/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2721/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2722/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2723/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2724/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2725/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2726/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2727/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2728/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2729/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2730/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4477 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2731/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2732/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2733/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2734/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2735/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2945
Epoch 2736/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2737/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2738/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2739/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2740/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2741/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2742/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2743/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2744/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2745/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2746/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2747/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4478 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2748/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2749/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2750/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2946
Epoch 2751/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2752/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2753/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2754/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2755/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2756/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2757/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2758/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2759/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2760/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2761/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2762/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2763/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2764/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4479 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2765/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2766/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2767/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2947
Epoch 2768/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2769/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2770/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2771/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2772/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2773/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2774/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2775/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2776/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2777/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2778/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2779/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2780/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2781/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2782/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4480 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2783/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2948
Epoch 2784/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2785/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2786/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2787/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2788/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2789/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2790/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2791/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2792/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2793/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2794/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2795/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2796/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2797/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2798/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2799/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4481 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2800/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2949
Epoch 2801/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2802/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2803/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2804/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2805/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2806/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2807/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2808/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2809/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2810/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2811/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2812/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2813/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2814/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2815/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2816/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2817/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4482 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2818/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2950
Epoch 2819/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2820/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2821/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2822/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2823/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2824/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2825/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2826/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2827/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2828/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2829/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2830/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2831/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2832/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6100 - val_r_coeff: 0.2951
Epoch 2833/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2951
Epoch 2834/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2951
Epoch 2835/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4483 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2951
Epoch 2836/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2837/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2838/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2839/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2840/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2841/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2842/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2843/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2844/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2845/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2846/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2847/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2848/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2849/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2850/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2851/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2852/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4484 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2853/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2854/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2952
Epoch 2855/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2856/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2857/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2858/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2859/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2860/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2861/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2862/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2863/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2864/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2865/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2866/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2867/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2868/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2869/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2870/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4485 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2871/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2872/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2953
Epoch 2873/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2874/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2875/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2876/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2877/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2878/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2879/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2880/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2881/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2882/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2883/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2884/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2885/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2886/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2887/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4486 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2888/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2889/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2890/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2891/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2954
Epoch 2892/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2893/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2894/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2895/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2896/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2897/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2898/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2899/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2900/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2901/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2902/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2903/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2904/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2905/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4487 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2906/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2907/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2908/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2909/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2910/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2911/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2955
Epoch 2912/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2913/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2914/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2915/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2916/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2917/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2918/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2919/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2920/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2921/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2922/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4488 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2923/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2924/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2925/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2926/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2927/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2928/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2929/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2930/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2931/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2956
Epoch 2932/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2933/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2934/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2935/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2936/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2937/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2938/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2939/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2940/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4489 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2941/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2942/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2943/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2944/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2945/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2946/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2947/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2948/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2949/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2950/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2951/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2952/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2957
Epoch 2953/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2954/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2955/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2956/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2957/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2958/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4490 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2959/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2960/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2961/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2962/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2963/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2964/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2965/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2966/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2967/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2968/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2969/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2970/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2971/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2972/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2973/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2974/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2958
Epoch 2975/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4491 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2976/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2977/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2978/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2979/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2980/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2981/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2982/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2983/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2984/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2985/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2986/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2987/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2988/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2989/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2990/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2991/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2992/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2993/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4492 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2994/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2995/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2996/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2959
Epoch 2997/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 2998/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 2999/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3000/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3001/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3002/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3003/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3004/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3005/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3006/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3007/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3008/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3009/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3010/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4493 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3011/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3012/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3013/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3014/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3015/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3016/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3017/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3018/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3019/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2960
Epoch 3020/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3021/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3022/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3023/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3024/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3025/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3026/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3027/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3028/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4494 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3029/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3030/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3031/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3032/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3033/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3034/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3035/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3036/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3037/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3038/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3039/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3040/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3041/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3042/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2961
Epoch 3043/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3044/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3045/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4495 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3046/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3047/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3048/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3049/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3050/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3051/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3052/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3053/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3054/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3055/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3056/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3057/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3058/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3059/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3060/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3061/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3062/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3063/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4496 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3064/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3065/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3066/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3067/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2962
Epoch 3068/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3069/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3070/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3071/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3072/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3073/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3074/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3075/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3076/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3077/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3078/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3079/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3080/4000
0s - loss: 0.0168 - success_ratio: 0.7096 - r_coeff: 0.4497 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3081/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3082/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3083/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3084/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3085/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3086/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3087/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3088/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3089/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3090/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3091/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3092/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3093/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2963
Epoch 3094/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3095/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3096/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3097/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3098/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4498 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3099/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3100/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3101/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3102/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3103/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3104/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3105/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3106/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3107/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3108/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3109/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3110/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3111/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3112/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3113/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3114/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3115/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4499 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3116/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3117/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3118/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3119/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2964
Epoch 3120/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3121/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3122/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3123/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3124/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3125/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3126/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3127/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3128/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3129/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3130/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3131/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3132/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3133/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4500 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3134/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3135/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3136/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3137/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3138/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3139/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3140/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3141/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3142/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3143/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3144/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3145/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3146/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3147/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2965
Epoch 3148/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3149/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3150/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4501 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3151/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3152/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3153/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3154/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3155/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3156/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3157/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3158/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3159/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3160/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3161/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3162/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3163/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3164/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3165/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0208 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3166/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3167/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4502 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3168/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3169/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3170/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3171/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3172/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3173/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3174/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3175/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3176/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3177/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2966
Epoch 3178/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3179/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3180/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3181/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3182/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3183/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3184/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3185/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4503 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3186/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3187/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3188/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3189/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3190/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3191/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3192/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3193/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3194/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3195/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3196/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3197/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3198/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3199/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3200/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3201/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3202/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4504 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3203/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3204/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3205/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3206/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3207/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3208/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2967
Epoch 3209/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3210/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3211/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3212/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3213/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3214/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3215/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3216/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3217/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3218/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3219/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4505 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3220/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3221/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3222/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3223/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3224/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3225/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3226/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3227/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3228/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3229/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3230/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3231/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3232/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3233/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3234/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3235/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3236/4000
0s - loss: 0.0167 - success_ratio: 0.7096 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3237/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4506 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3238/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3239/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3240/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3241/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3242/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2968
Epoch 3243/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3244/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3245/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3246/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3247/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3248/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3249/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3250/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3251/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3252/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3253/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3254/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4507 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3255/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3256/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3257/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3258/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3259/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3260/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3261/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3262/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3263/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3264/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3265/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3266/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3267/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3268/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3269/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3270/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3271/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4508 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3272/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3273/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3274/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3275/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3276/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3277/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3278/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2969
Epoch 3279/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3280/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3281/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3282/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3283/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3284/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3285/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3286/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3287/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3288/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4509 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3289/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3290/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3291/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3292/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3293/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3294/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3295/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3296/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3297/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3298/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3299/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3300/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3301/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3302/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3303/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3304/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3305/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4510 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3306/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3307/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3308/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3309/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3310/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3311/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3312/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3313/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3314/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3315/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3316/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3317/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2970
Epoch 3318/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3319/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3320/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3321/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3322/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3323/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4511 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3324/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3325/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3326/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3327/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3328/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3329/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3330/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3331/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3332/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3333/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3334/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3335/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3336/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3337/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3338/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3339/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3340/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4512 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3341/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3342/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3343/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3344/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3345/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3346/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3347/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3348/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3349/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3350/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3351/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3352/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3353/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3354/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3355/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3356/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3357/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4513 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3358/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3359/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3360/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3361/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3362/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3363/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3364/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3365/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3366/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3367/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3368/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3369/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3370/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3371/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3372/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3373/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3374/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4514 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3375/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3376/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3377/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3378/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3379/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3380/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3381/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3382/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3383/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3384/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3385/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3386/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3387/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3388/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3389/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3390/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3391/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4515 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3392/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3393/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3394/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3395/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3396/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3397/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3398/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3399/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3400/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3401/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3402/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3403/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3404/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3405/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3406/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3407/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3408/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4516 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3409/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3410/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3411/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3412/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3413/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3414/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3415/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3416/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3417/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3418/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3419/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3420/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3421/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3422/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3423/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3424/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3425/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4517 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3426/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3427/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3428/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3429/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3430/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3431/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3432/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3433/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3434/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3435/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3436/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3437/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3438/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3439/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3440/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3441/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3442/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4518 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3443/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3444/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3445/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3446/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3447/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3448/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3449/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3450/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3451/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3452/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3453/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3454/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3455/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3456/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3457/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3458/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3459/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4519 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3460/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3461/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3462/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3463/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3464/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3465/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3466/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3467/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3468/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3469/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3470/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3471/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3472/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3473/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3474/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3475/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4520 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3476/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3477/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3478/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3479/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3480/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3481/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3482/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3483/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3484/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3485/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3486/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3487/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3488/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3489/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3490/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3491/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3492/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4521 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3493/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3494/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3495/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3496/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3497/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3498/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3499/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3500/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3501/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3502/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3503/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3504/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3505/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3506/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3507/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3508/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3509/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4522 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3510/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3511/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3512/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3513/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3514/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3515/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3516/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3517/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3518/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3519/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3520/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3521/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3522/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3523/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3524/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3525/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3526/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4523 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3527/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3528/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3529/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3530/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3531/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3532/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3533/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3534/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3535/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3536/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3537/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3538/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3539/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3540/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3541/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3542/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4524 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3543/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3544/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3545/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3546/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3547/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3548/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3549/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3550/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3551/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3552/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3553/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3554/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3555/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3556/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3557/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3558/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3559/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4525 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3560/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3561/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3562/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3563/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3564/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3565/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3566/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3567/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3568/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3569/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3570/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2974
Epoch 3571/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3572/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3573/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3574/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3575/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3576/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4526 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3577/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3578/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3579/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3580/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3581/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3582/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3583/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3584/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3585/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3586/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3587/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2975
Epoch 3588/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3589/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3590/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3591/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3592/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4527 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3593/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3594/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3595/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3596/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3597/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3598/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3599/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3600/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3601/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3602/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3603/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3604/4000
0s - loss: 0.0167 - success_ratio: 0.7121 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3605/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3606/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3607/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3608/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3609/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4528 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3610/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3611/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3612/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3613/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3614/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3615/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3616/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3617/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3618/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3619/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3620/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3621/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3622/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3623/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3624/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3625/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3626/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4529 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3627/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3628/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3629/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3630/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3631/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3632/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3633/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3634/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3635/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3636/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3637/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3638/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3639/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3640/4000
0s - loss: 0.0167 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3641/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3642/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4530 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3643/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3644/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3645/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3646/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3647/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3648/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3649/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3650/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3651/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3652/4000
0s - loss: 0.0166 - success_ratio: 0.7146 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3653/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3654/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3655/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3656/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3657/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3658/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3659/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4531 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3660/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3661/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3662/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3663/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3664/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3665/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3666/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3667/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3668/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3669/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3670/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3671/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3672/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3673/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3674/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3675/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4532 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3676/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3677/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3678/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3679/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3680/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3681/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3682/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3683/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3684/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3685/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3686/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3687/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3688/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3689/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3690/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3691/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4533 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3692/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3693/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3694/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3695/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3696/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3697/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3698/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3699/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3700/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3701/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3702/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3703/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3704/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3705/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3706/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3707/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3708/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4534 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3709/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3710/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3711/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3712/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3713/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3714/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3715/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3716/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3717/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3718/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3719/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3720/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3721/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3722/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3723/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3724/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4535 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3725/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3726/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3727/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3728/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3729/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3730/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3731/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3732/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3733/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3734/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3735/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3736/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3737/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3738/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3739/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3740/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3741/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4536 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3742/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3743/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3744/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3745/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3746/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3747/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3748/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3749/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3750/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3751/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3752/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3753/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3754/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3755/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3756/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3757/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4537 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3758/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3759/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3760/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3761/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3762/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3763/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3764/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3765/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3766/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3767/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3768/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3769/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3770/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3771/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3772/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3773/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4538 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3774/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3775/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3776/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3777/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3778/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3779/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3780/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3781/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3782/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2975
Epoch 3783/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3784/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3785/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3786/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3787/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3788/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3789/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3790/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4539 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3791/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3792/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3793/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3794/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3795/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3796/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3797/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3798/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3799/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3800/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3801/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3802/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3803/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3804/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3805/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3806/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4540 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3807/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3808/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3809/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3810/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3811/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3812/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3813/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3814/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3815/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3816/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3817/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3818/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3819/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3820/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3821/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3822/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4541 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3823/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3824/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3825/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3826/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3827/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3828/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3829/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3830/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3831/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3832/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3833/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3834/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3835/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3836/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3837/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3838/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4542 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3839/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3840/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3841/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3842/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3843/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3844/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3845/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3846/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3847/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3848/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3849/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3850/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3851/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3852/4000
0s - loss: 0.0166 - success_ratio: 0.7121 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3853/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3854/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4543 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3855/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3856/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3857/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3858/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3859/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3860/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3861/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3862/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3863/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3864/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3865/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3866/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3867/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3868/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3869/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3870/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3871/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4544 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3872/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3873/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3874/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2974
Epoch 3875/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2973
Epoch 3876/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2973
Epoch 3877/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2973
Epoch 3878/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3879/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3880/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3881/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3882/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3883/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3884/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3885/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3886/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3887/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4545 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3888/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3889/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3890/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3891/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3892/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3893/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3894/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3895/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3896/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3897/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3898/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3899/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3900/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3901/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3902/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3903/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4546 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3904/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3905/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3906/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3907/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3908/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3909/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3910/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3911/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3912/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3913/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3914/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3915/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3916/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3917/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3918/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3919/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4547 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3920/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3921/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3922/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3923/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3924/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3925/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3926/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3927/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3928/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3929/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3930/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3931/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3932/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3933/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3934/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3935/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4548 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3936/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2973
Epoch 3937/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3938/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3939/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3940/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3941/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3942/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3943/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3944/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3945/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3946/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3947/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3948/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3949/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3950/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3951/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4549 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3952/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3953/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3954/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3955/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3956/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3957/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3958/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3959/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3960/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3961/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3962/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3963/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3964/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3965/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3966/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3967/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4550 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3968/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3969/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3970/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3971/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3972/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3973/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3974/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3975/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3976/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3977/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3978/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3979/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3980/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3981/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3982/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3983/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4551 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3984/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3985/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3986/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2972
Epoch 3987/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3988/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3989/4000
0s - loss: 0.0166 - success_ratio: 0.7071 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3990/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3991/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3992/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3993/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3994/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6200 - val_r_coeff: 0.2971
Epoch 3995/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2971
Epoch 3996/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2971
Epoch 3997/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2971
Epoch 3998/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2971
Epoch 3999/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4552 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2971
Epoch 4000/4000
0s - loss: 0.0166 - success_ratio: 0.7096 - r_coeff: 0.4553 - val_loss: 0.0207 - val_success_ratio: 0.6300 - val_r_coeff: 0.2971



In [23]:

    
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 [24]:

    
# make predictions
keras_in_sample = model.predict(train_X)
keras_out_sample = model.predict(test_X)



In [25]:

    
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 [26]:

    
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 [ ]: