Volatility Regime Switching model

$$ r_t = .043 − .022 r_{t−1} + \sigma_t + u_t $$$$ u_t = \sigma_t \epsilon_t, \epsilon_t \sim \phi (0,1) $$$$ \sigma^{2}_t = .098 u^{2}_{t−1} + .954 \sigma^2_{t−1}, if u_{t−1} \leq 0 $$$$ \sigma^{2}_t = .06 + 0.46 u^{2}_{t−1} + .8854 \sigma^2_{t−1}, if u_{t−1} > 0 $$



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):
    rn = np.random.standard_normal((time_steps, 1))
    rn -= rn.mean()
    rn /= rn.std()
    return rn



In [4]:

    
def vrs_model(time_steps=500):
    eps = rng(time_steps)
    r = np.zeros(time_steps)
    u = np.zeros(time_steps)
    sigma2 = np.zeros(time_steps)
    sigma2[0] = np.sqrt(0.06)
    
    for i in range(1, time_steps):
        if u[i-1] <= 0:
            sigma2[i] = .098 * u[i-1]**2 + .954 * sigma2[i-1]
        else:
            sigma2[i] = .06 + .046 * u[i-1]**2 + .8854*sigma2[i-1]
        
        u[i] = np.sqrt(sigma2[i])*eps[i]
        r[i] = .043 - .22 * r[i-1] + np.sqrt(sigma2[i]) + u[i]
            
    return r, np.sqrt(sigma2)



In [5]:

    
r, vol = vrs_model(time_steps=500)
fdiff_r = r[1:]- r[:-1]



In [6]:

    
plt.figure(figsize=(15,5))
plt.title('Volatility')
plt.plot(vol);

plt.figure(figsize=(15,5))
plt.title('First Differenced Returns')
plt.plot(fdiff_r);



In [7]:

    
df = pd.DataFrame(fdiff_r, columns=['vrs_model'], index=range(499))



In [8]:

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

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



In [9]:

    
Y = df[['vrs_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 [10]:

    
import statsmodels.api as sm
from sklearn.preprocessing import MinMaxScaler
from sklearn.metrics import mean_squared_error, r2_score









    



/home/mehdi/Py36Env/py36env/lib/python3.6/site-packages/statsmodels/compat/pandas.py:56: FutureWarning: The pandas.core.datetools module is deprecated and will be removed in a future version. Please use the pandas.tseries module instead.
  from pandas.core import datetools



In [11]:

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



In [12]:

    
plt.figure(figsize=(15, 5))
plt.plot(train_Y, label='model')
ols_in_sample = results.fittedvalues
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 [13]:

    
ols_out_sample = results.predict(test_X)
plt.figure(figsize=(15, 5))
plt.plot(ols_out_sample, label='predict')
plt.plot(test_Y, label='model')
# calculate root mean squared error
ols_test_rmse = np.sqrt(mean_squared_error(test_Y.flatten(), ols_out_sample))
# Success ratio
sr = np.mean(np.sign(ols_out_sample)==np.sign(test_Y.flatten()))
plt.title('OLS out of Sample -- RMSE: %.2f, R2: %.2f, Sucess Ratio: %.2f ' % (ols_test_rmse, r2_score(test_Y.flatten(), ols_out_sample), sr))
plt.legend(loc=0)
plt.show()

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 [52]:

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



In [53]:

    
history = model.fit(train_X, train_Y, 
                    epochs=6000,
                    batch_size=len(train_X),
                    verbose=2,
                    validation_data=(test_X, test_Y), shuffle=True, 
                   )









    



Train on 395 samples, validate on 100 samples
Epoch 1/6000
0s - loss: 9.2384 - success_ratio: 0.3797 - r_coeff: -1.0529e+00 - val_loss: 10.1144 - val_success_ratio: 0.3600 - val_r_coeff: -1.1350e+00
Epoch 2/6000
0s - loss: 9.2058 - success_ratio: 0.3797 - r_coeff: -1.0457e+00 - val_loss: 10.0790 - val_success_ratio: 0.3600 - val_r_coeff: -1.1275e+00
Epoch 3/6000
0s - loss: 9.1733 - success_ratio: 0.3797 - r_coeff: -1.0385e+00 - val_loss: 10.0438 - val_success_ratio: 0.3600 - val_r_coeff: -1.1200e+00
Epoch 4/6000
0s - loss: 9.1409 - success_ratio: 0.3772 - r_coeff: -1.0313e+00 - val_loss: 10.0086 - val_success_ratio: 0.3800 - val_r_coeff: -1.1126e+00
Epoch 5/6000
0s - loss: 9.1087 - success_ratio: 0.3772 - r_coeff: -1.0241e+00 - val_loss: 9.9735 - val_success_ratio: 0.3900 - val_r_coeff: -1.1052e+00
Epoch 6/6000
0s - loss: 9.0767 - success_ratio: 0.3747 - r_coeff: -1.0170e+00 - val_loss: 9.9385 - val_success_ratio: 0.3900 - val_r_coeff: -1.0978e+00
Epoch 7/6000
0s - loss: 9.0447 - success_ratio: 0.3747 - r_coeff: -1.0099e+00 - val_loss: 9.9037 - val_success_ratio: 0.3900 - val_r_coeff: -1.0905e+00
Epoch 8/6000
0s - loss: 9.0129 - success_ratio: 0.3747 - r_coeff: -1.0028e+00 - val_loss: 9.8690 - val_success_ratio: 0.4000 - val_r_coeff: -1.0831e+00
Epoch 9/6000
0s - loss: 8.9812 - success_ratio: 0.3797 - r_coeff: -9.9579e-01 - val_loss: 9.8344 - val_success_ratio: 0.4100 - val_r_coeff: -1.0759e+00
Epoch 10/6000
0s - loss: 8.9497 - success_ratio: 0.3797 - r_coeff: -9.8880e-01 - val_loss: 9.8001 - val_success_ratio: 0.4000 - val_r_coeff: -1.0686e+00
Epoch 11/6000
0s - loss: 8.9184 - success_ratio: 0.3797 - r_coeff: -9.8183e-01 - val_loss: 9.7658 - val_success_ratio: 0.4000 - val_r_coeff: -1.0614e+00
Epoch 12/6000
0s - loss: 8.8872 - success_ratio: 0.3848 - r_coeff: -9.7490e-01 - val_loss: 9.7318 - val_success_ratio: 0.4000 - val_r_coeff: -1.0542e+00
Epoch 13/6000
0s - loss: 8.8562 - success_ratio: 0.3873 - r_coeff: -9.6801e-01 - val_loss: 9.6979 - val_success_ratio: 0.4000 - val_r_coeff: -1.0470e+00
Epoch 14/6000
0s - loss: 8.8253 - success_ratio: 0.3924 - r_coeff: -9.6115e-01 - val_loss: 9.6642 - val_success_ratio: 0.4000 - val_r_coeff: -1.0399e+00
Epoch 15/6000
0s - loss: 8.7946 - success_ratio: 0.3975 - r_coeff: -9.5433e-01 - val_loss: 9.6307 - val_success_ratio: 0.4000 - val_r_coeff: -1.0328e+00
Epoch 16/6000
0s - loss: 8.7642 - success_ratio: 0.4000 - r_coeff: -9.4757e-01 - val_loss: 9.5973 - val_success_ratio: 0.4100 - val_r_coeff: -1.0258e+00
Epoch 17/6000
0s - loss: 8.7340 - success_ratio: 0.4076 - r_coeff: -9.4085e-01 - val_loss: 9.5642 - val_success_ratio: 0.4000 - val_r_coeff: -1.0188e+00
Epoch 18/6000
0s - loss: 8.7039 - success_ratio: 0.4076 - r_coeff: -9.3417e-01 - val_loss: 9.5312 - val_success_ratio: 0.4000 - val_r_coeff: -1.0118e+00
Epoch 19/6000
0s - loss: 8.6740 - success_ratio: 0.4101 - r_coeff: -9.2753e-01 - val_loss: 9.4984 - val_success_ratio: 0.4000 - val_r_coeff: -1.0049e+00
Epoch 20/6000
0s - loss: 8.6443 - success_ratio: 0.4101 - r_coeff: -9.2093e-01 - val_loss: 9.4658 - val_success_ratio: 0.4000 - val_r_coeff: -9.9805e-01
Epoch 21/6000
0s - loss: 8.6148 - success_ratio: 0.4101 - r_coeff: -9.1436e-01 - val_loss: 9.4334 - val_success_ratio: 0.4000 - val_r_coeff: -9.9121e-01
Epoch 22/6000
0s - loss: 8.5854 - success_ratio: 0.4076 - r_coeff: -9.0784e-01 - val_loss: 9.4012 - val_success_ratio: 0.4000 - val_r_coeff: -9.8440e-01
Epoch 23/6000
0s - loss: 8.5562 - success_ratio: 0.4127 - r_coeff: -9.0135e-01 - val_loss: 9.3692 - val_success_ratio: 0.4000 - val_r_coeff: -9.7764e-01
Epoch 24/6000
0s - loss: 8.5272 - success_ratio: 0.4076 - r_coeff: -8.9491e-01 - val_loss: 9.3373 - val_success_ratio: 0.4000 - val_r_coeff: -9.7091e-01
Epoch 25/6000
0s - loss: 8.4984 - success_ratio: 0.4101 - r_coeff: -8.8850e-01 - val_loss: 9.3056 - val_success_ratio: 0.4100 - val_r_coeff: -9.6423e-01
Epoch 26/6000
0s - loss: 8.4697 - success_ratio: 0.4101 - r_coeff: -8.8213e-01 - val_loss: 9.2741 - val_success_ratio: 0.4100 - val_r_coeff: -9.5758e-01
Epoch 27/6000
0s - loss: 8.4412 - success_ratio: 0.4152 - r_coeff: -8.7580e-01 - val_loss: 9.2428 - val_success_ratio: 0.4100 - val_r_coeff: -9.5097e-01
Epoch 28/6000
0s - loss: 8.4129 - success_ratio: 0.4127 - r_coeff: -8.6951e-01 - val_loss: 9.2117 - val_success_ratio: 0.4100 - val_r_coeff: -9.4440e-01
Epoch 29/6000
0s - loss: 8.3848 - success_ratio: 0.4127 - r_coeff: -8.6325e-01 - val_loss: 9.1807 - val_success_ratio: 0.4200 - val_r_coeff: -9.3786e-01
Epoch 30/6000
0s - loss: 8.3568 - success_ratio: 0.4127 - r_coeff: -8.5704e-01 - val_loss: 9.1499 - val_success_ratio: 0.4200 - val_r_coeff: -9.3137e-01
Epoch 31/6000
0s - loss: 8.3290 - success_ratio: 0.4203 - r_coeff: -8.5086e-01 - val_loss: 9.1194 - val_success_ratio: 0.4200 - val_r_coeff: -9.2492e-01
Epoch 32/6000
0s - loss: 8.3014 - success_ratio: 0.4152 - r_coeff: -8.4472e-01 - val_loss: 9.0890 - val_success_ratio: 0.4200 - val_r_coeff: -9.1850e-01
Epoch 33/6000
0s - loss: 8.2739 - success_ratio: 0.4203 - r_coeff: -8.3862e-01 - val_loss: 9.0588 - val_success_ratio: 0.4200 - val_r_coeff: -9.1213e-01
Epoch 34/6000
0s - loss: 8.2467 - success_ratio: 0.4203 - r_coeff: -8.3256e-01 - val_loss: 9.0288 - val_success_ratio: 0.4100 - val_r_coeff: -9.0579e-01
Epoch 35/6000
0s - loss: 8.2196 - success_ratio: 0.4177 - r_coeff: -8.2653e-01 - val_loss: 8.9989 - val_success_ratio: 0.4100 - val_r_coeff: -8.9949e-01
Epoch 36/6000
0s - loss: 8.1926 - success_ratio: 0.4203 - r_coeff: -8.2055e-01 - val_loss: 8.9693 - val_success_ratio: 0.4100 - val_r_coeff: -8.9323e-01
Epoch 37/6000
0s - loss: 8.1659 - success_ratio: 0.4177 - r_coeff: -8.1460e-01 - val_loss: 8.9398 - val_success_ratio: 0.4100 - val_r_coeff: -8.8702e-01
Epoch 38/6000
0s - loss: 8.1393 - success_ratio: 0.4177 - r_coeff: -8.0870e-01 - val_loss: 8.9105 - val_success_ratio: 0.4100 - val_r_coeff: -8.8084e-01
Epoch 39/6000
0s - loss: 8.1129 - success_ratio: 0.4177 - r_coeff: -8.0283e-01 - val_loss: 8.8815 - val_success_ratio: 0.4100 - val_r_coeff: -8.7470e-01
Epoch 40/6000
0s - loss: 8.0867 - success_ratio: 0.4152 - r_coeff: -7.9700e-01 - val_loss: 8.8526 - val_success_ratio: 0.4100 - val_r_coeff: -8.6860e-01
Epoch 41/6000
0s - loss: 8.0606 - success_ratio: 0.4177 - r_coeff: -7.9121e-01 - val_loss: 8.8238 - val_success_ratio: 0.4000 - val_r_coeff: -8.6254e-01
Epoch 42/6000
0s - loss: 8.0347 - success_ratio: 0.4177 - r_coeff: -7.8546e-01 - val_loss: 8.7953 - val_success_ratio: 0.4000 - val_r_coeff: -8.5652e-01
Epoch 43/6000
0s - loss: 8.0090 - success_ratio: 0.4203 - r_coeff: -7.7975e-01 - val_loss: 8.7670 - val_success_ratio: 0.4000 - val_r_coeff: -8.5054e-01
Epoch 44/6000
0s - loss: 7.9835 - success_ratio: 0.4203 - r_coeff: -7.7408e-01 - val_loss: 8.7389 - val_success_ratio: 0.3900 - val_r_coeff: -8.4461e-01
Epoch 45/6000
0s - loss: 7.9581 - success_ratio: 0.4203 - r_coeff: -7.6844e-01 - val_loss: 8.7110 - val_success_ratio: 0.3900 - val_r_coeff: -8.3871e-01
Epoch 46/6000
0s - loss: 7.9329 - success_ratio: 0.4203 - r_coeff: -7.6284e-01 - val_loss: 8.6833 - val_success_ratio: 0.3900 - val_r_coeff: -8.3286e-01
Epoch 47/6000
0s - loss: 7.9079 - success_ratio: 0.4228 - r_coeff: -7.5728e-01 - val_loss: 8.6558 - val_success_ratio: 0.3900 - val_r_coeff: -8.2706e-01
Epoch 48/6000
0s - loss: 7.8830 - success_ratio: 0.4228 - r_coeff: -7.5175e-01 - val_loss: 8.6285 - val_success_ratio: 0.3900 - val_r_coeff: -8.2130e-01
Epoch 49/6000
0s - loss: 7.8583 - success_ratio: 0.4228 - r_coeff: -7.4626e-01 - val_loss: 8.6014 - val_success_ratio: 0.3900 - val_r_coeff: -8.1559e-01
Epoch 50/6000
0s - loss: 7.8338 - success_ratio: 0.4228 - r_coeff: -7.4081e-01 - val_loss: 8.5745 - val_success_ratio: 0.3900 - val_r_coeff: -8.0991e-01
Epoch 51/6000
0s - loss: 7.8094 - success_ratio: 0.4228 - r_coeff: -7.3539e-01 - val_loss: 8.5478 - val_success_ratio: 0.4000 - val_r_coeff: -8.0428e-01
Epoch 52/6000
0s - loss: 7.7852 - success_ratio: 0.4228 - r_coeff: -7.3001e-01 - val_loss: 8.5213 - val_success_ratio: 0.4000 - val_r_coeff: -7.9868e-01
Epoch 53/6000
0s - loss: 7.7611 - success_ratio: 0.4278 - r_coeff: -7.2466e-01 - val_loss: 8.4950 - val_success_ratio: 0.4000 - val_r_coeff: -7.9313e-01
Epoch 54/6000
0s - loss: 7.7372 - success_ratio: 0.4253 - r_coeff: -7.1935e-01 - val_loss: 8.4689 - val_success_ratio: 0.4000 - val_r_coeff: -7.8761e-01
Epoch 55/6000
0s - loss: 7.7135 - success_ratio: 0.4253 - r_coeff: -7.1407e-01 - val_loss: 8.4430 - val_success_ratio: 0.4000 - val_r_coeff: -7.8214e-01
Epoch 56/6000
0s - loss: 7.6899 - success_ratio: 0.4228 - r_coeff: -7.0883e-01 - val_loss: 8.4172 - val_success_ratio: 0.4100 - val_r_coeff: -7.7670e-01
Epoch 57/6000
0s - loss: 7.6664 - success_ratio: 0.4253 - r_coeff: -7.0362e-01 - val_loss: 8.3916 - val_success_ratio: 0.4100 - val_r_coeff: -7.7130e-01
Epoch 58/6000
0s - loss: 7.6431 - success_ratio: 0.4278 - r_coeff: -6.9844e-01 - val_loss: 8.3662 - val_success_ratio: 0.4100 - val_r_coeff: -7.6593e-01
Epoch 59/6000
0s - loss: 7.6200 - success_ratio: 0.4278 - r_coeff: -6.9330e-01 - val_loss: 8.3409 - val_success_ratio: 0.4100 - val_r_coeff: -7.6060e-01
Epoch 60/6000
0s - loss: 7.5970 - success_ratio: 0.4278 - r_coeff: -6.8819e-01 - val_loss: 8.3158 - val_success_ratio: 0.4100 - val_r_coeff: -7.5529e-01
Epoch 61/6000
0s - loss: 7.5741 - success_ratio: 0.4278 - r_coeff: -6.8311e-01 - val_loss: 8.2908 - val_success_ratio: 0.4100 - val_r_coeff: -7.5002e-01
Epoch 62/6000
0s - loss: 7.5514 - success_ratio: 0.4304 - r_coeff: -6.7807e-01 - val_loss: 8.2660 - val_success_ratio: 0.4100 - val_r_coeff: -7.4478e-01
Epoch 63/6000
0s - loss: 7.5289 - success_ratio: 0.4329 - r_coeff: -6.7305e-01 - val_loss: 8.2413 - val_success_ratio: 0.4100 - val_r_coeff: -7.3957e-01
Epoch 64/6000
0s - loss: 7.5064 - success_ratio: 0.4329 - r_coeff: -6.6806e-01 - val_loss: 8.2168 - val_success_ratio: 0.4100 - val_r_coeff: -7.3439e-01
Epoch 65/6000
0s - loss: 7.4841 - success_ratio: 0.4329 - r_coeff: -6.6311e-01 - val_loss: 8.1924 - val_success_ratio: 0.4100 - val_r_coeff: -7.2925e-01
Epoch 66/6000
0s - loss: 7.4620 - success_ratio: 0.4304 - r_coeff: -6.5818e-01 - val_loss: 8.1682 - val_success_ratio: 0.4100 - val_r_coeff: -7.2414e-01
Epoch 67/6000
0s - loss: 7.4399 - success_ratio: 0.4329 - r_coeff: -6.5329e-01 - val_loss: 8.1441 - val_success_ratio: 0.4100 - val_r_coeff: -7.1906e-01
Epoch 68/6000
0s - loss: 7.4180 - success_ratio: 0.4329 - r_coeff: -6.4842e-01 - val_loss: 8.1202 - val_success_ratio: 0.4100 - val_r_coeff: -7.1401e-01
Epoch 69/6000
0s - loss: 7.3963 - success_ratio: 0.4354 - r_coeff: -6.4358e-01 - val_loss: 8.0964 - val_success_ratio: 0.4100 - val_r_coeff: -7.0899e-01
Epoch 70/6000
0s - loss: 7.3746 - success_ratio: 0.4354 - r_coeff: -6.3877e-01 - val_loss: 8.0728 - val_success_ratio: 0.4100 - val_r_coeff: -7.0400e-01
Epoch 71/6000
0s - loss: 7.3531 - success_ratio: 0.4354 - r_coeff: -6.3398e-01 - val_loss: 8.0493 - val_success_ratio: 0.4100 - val_r_coeff: -6.9905e-01
Epoch 72/6000
0s - loss: 7.3316 - success_ratio: 0.4380 - r_coeff: -6.2922e-01 - val_loss: 8.0260 - val_success_ratio: 0.4100 - val_r_coeff: -6.9413e-01
Epoch 73/6000
0s - loss: 7.3104 - success_ratio: 0.4380 - r_coeff: -6.2450e-01 - val_loss: 8.0029 - val_success_ratio: 0.4100 - val_r_coeff: -6.8925e-01
Epoch 74/6000
0s - loss: 7.2892 - success_ratio: 0.4380 - r_coeff: -6.1980e-01 - val_loss: 7.9798 - val_success_ratio: 0.4100 - val_r_coeff: -6.8438e-01
Epoch 75/6000
0s - loss: 7.2682 - success_ratio: 0.4380 - r_coeff: -6.1513e-01 - val_loss: 7.9569 - val_success_ratio: 0.4200 - val_r_coeff: -6.7954e-01
Epoch 76/6000
0s - loss: 7.2473 - success_ratio: 0.4354 - r_coeff: -6.1049e-01 - val_loss: 7.9340 - val_success_ratio: 0.4100 - val_r_coeff: -6.7471e-01
Epoch 77/6000
0s - loss: 7.2266 - success_ratio: 0.4354 - r_coeff: -6.0588e-01 - val_loss: 7.9112 - val_success_ratio: 0.4100 - val_r_coeff: -6.6990e-01
Epoch 78/6000
0s - loss: 7.2060 - success_ratio: 0.4329 - r_coeff: -6.0130e-01 - val_loss: 7.8885 - val_success_ratio: 0.4100 - val_r_coeff: -6.6510e-01
Epoch 79/6000
0s - loss: 7.1855 - success_ratio: 0.4304 - r_coeff: -5.9674e-01 - val_loss: 7.8658 - val_success_ratio: 0.4100 - val_r_coeff: -6.6031e-01
Epoch 80/6000
0s - loss: 7.1651 - success_ratio: 0.4329 - r_coeff: -5.9221e-01 - val_loss: 7.8432 - val_success_ratio: 0.4100 - val_r_coeff: -6.5554e-01
Epoch 81/6000
0s - loss: 7.1448 - success_ratio: 0.4304 - r_coeff: -5.8771e-01 - val_loss: 7.8207 - val_success_ratio: 0.4200 - val_r_coeff: -6.5079e-01
Epoch 82/6000
0s - loss: 7.1247 - success_ratio: 0.4304 - r_coeff: -5.8323e-01 - val_loss: 7.7984 - val_success_ratio: 0.4200 - val_r_coeff: -6.4608e-01
Epoch 83/6000
0s - loss: 7.1046 - success_ratio: 0.4304 - r_coeff: -5.7877e-01 - val_loss: 7.7762 - val_success_ratio: 0.4200 - val_r_coeff: -6.4139e-01
Epoch 84/6000
0s - loss: 7.0847 - success_ratio: 0.4329 - r_coeff: -5.7435e-01 - val_loss: 7.7541 - val_success_ratio: 0.4200 - val_r_coeff: -6.3673e-01
Epoch 85/6000
0s - loss: 7.0649 - success_ratio: 0.4304 - r_coeff: -5.6994e-01 - val_loss: 7.7321 - val_success_ratio: 0.4200 - val_r_coeff: -6.3208e-01
Epoch 86/6000
0s - loss: 7.0452 - success_ratio: 0.4304 - r_coeff: -5.6557e-01 - val_loss: 7.7102 - val_success_ratio: 0.4200 - val_r_coeff: -6.2746e-01
Epoch 87/6000
0s - loss: 7.0256 - success_ratio: 0.4278 - r_coeff: -5.6121e-01 - val_loss: 7.6884 - val_success_ratio: 0.4200 - val_r_coeff: -6.2286e-01
Epoch 88/6000
0s - loss: 7.0061 - success_ratio: 0.4329 - r_coeff: -5.5688e-01 - val_loss: 7.6667 - val_success_ratio: 0.4200 - val_r_coeff: -6.1828e-01
Epoch 89/6000
0s - loss: 6.9867 - success_ratio: 0.4354 - r_coeff: -5.5257e-01 - val_loss: 7.6451 - val_success_ratio: 0.4200 - val_r_coeff: -6.1372e-01
Epoch 90/6000
0s - loss: 6.9674 - success_ratio: 0.4329 - r_coeff: -5.4829e-01 - val_loss: 7.6236 - val_success_ratio: 0.4200 - val_r_coeff: -6.0919e-01
Epoch 91/6000
0s - loss: 6.9483 - success_ratio: 0.4329 - r_coeff: -5.4403e-01 - val_loss: 7.6022 - val_success_ratio: 0.4300 - val_r_coeff: -6.0468e-01
Epoch 92/6000
0s - loss: 6.9292 - success_ratio: 0.4354 - r_coeff: -5.3980e-01 - val_loss: 7.5810 - val_success_ratio: 0.4300 - val_r_coeff: -6.0019e-01
Epoch 93/6000
0s - loss: 6.9103 - success_ratio: 0.4354 - r_coeff: -5.3559e-01 - val_loss: 7.5598 - val_success_ratio: 0.4300 - val_r_coeff: -5.9573e-01
Epoch 94/6000
0s - loss: 6.8914 - success_ratio: 0.4405 - r_coeff: -5.3140e-01 - val_loss: 7.5388 - val_success_ratio: 0.4300 - val_r_coeff: -5.9129e-01
Epoch 95/6000
0s - loss: 6.8727 - success_ratio: 0.4456 - r_coeff: -5.2723e-01 - val_loss: 7.5179 - val_success_ratio: 0.4300 - val_r_coeff: -5.8687e-01
Epoch 96/6000
0s - loss: 6.8540 - success_ratio: 0.4481 - r_coeff: -5.2308e-01 - val_loss: 7.4971 - val_success_ratio: 0.4300 - val_r_coeff: -5.8248e-01
Epoch 97/6000
0s - loss: 6.8354 - success_ratio: 0.4481 - r_coeff: -5.1896e-01 - val_loss: 7.4764 - val_success_ratio: 0.4300 - val_r_coeff: -5.7812e-01
Epoch 98/6000
0s - loss: 6.8170 - success_ratio: 0.4481 - r_coeff: -5.1486e-01 - val_loss: 7.4559 - val_success_ratio: 0.4300 - val_r_coeff: -5.7378e-01
Epoch 99/6000
0s - loss: 6.7986 - success_ratio: 0.4506 - r_coeff: -5.1077e-01 - val_loss: 7.4354 - val_success_ratio: 0.4400 - val_r_coeff: -5.6947e-01
Epoch 100/6000
0s - loss: 6.7803 - success_ratio: 0.4506 - r_coeff: -5.0671e-01 - val_loss: 7.4151 - val_success_ratio: 0.4400 - val_r_coeff: -5.6518e-01
Epoch 101/6000
0s - loss: 6.7621 - success_ratio: 0.4532 - r_coeff: -5.0266e-01 - val_loss: 7.3949 - val_success_ratio: 0.4400 - val_r_coeff: -5.6092e-01
Epoch 102/6000
0s - loss: 6.7440 - success_ratio: 0.4532 - r_coeff: -4.9864e-01 - val_loss: 7.3749 - val_success_ratio: 0.4600 - val_r_coeff: -5.5669e-01
Epoch 103/6000
0s - loss: 6.7260 - success_ratio: 0.4532 - r_coeff: -4.9464e-01 - val_loss: 7.3549 - val_success_ratio: 0.4600 - val_r_coeff: -5.5248e-01
Epoch 104/6000
0s - loss: 6.7081 - success_ratio: 0.4532 - r_coeff: -4.9066e-01 - val_loss: 7.3351 - val_success_ratio: 0.4600 - val_r_coeff: -5.4830e-01
Epoch 105/6000
0s - loss: 6.6903 - success_ratio: 0.4532 - r_coeff: -4.8670e-01 - val_loss: 7.3154 - val_success_ratio: 0.4600 - val_r_coeff: -5.4414e-01
Epoch 106/6000
0s - loss: 6.6725 - success_ratio: 0.4532 - r_coeff: -4.8276e-01 - val_loss: 7.2959 - val_success_ratio: 0.4600 - val_r_coeff: -5.4001e-01
Epoch 107/6000
0s - loss: 6.6549 - success_ratio: 0.4557 - r_coeff: -4.7884e-01 - val_loss: 7.2764 - val_success_ratio: 0.4600 - val_r_coeff: -5.3590e-01
Epoch 108/6000
0s - loss: 6.6373 - success_ratio: 0.4557 - r_coeff: -4.7493e-01 - val_loss: 7.2571 - val_success_ratio: 0.4700 - val_r_coeff: -5.3182e-01
Epoch 109/6000
0s - loss: 6.6199 - success_ratio: 0.4557 - r_coeff: -4.7105e-01 - val_loss: 7.2378 - val_success_ratio: 0.4700 - val_r_coeff: -5.2776e-01
Epoch 110/6000
0s - loss: 6.6025 - success_ratio: 0.4557 - r_coeff: -4.6719e-01 - val_loss: 7.2187 - val_success_ratio: 0.4800 - val_r_coeff: -5.2372e-01
Epoch 111/6000
0s - loss: 6.5852 - success_ratio: 0.4557 - r_coeff: -4.6334e-01 - val_loss: 7.1997 - val_success_ratio: 0.4800 - val_r_coeff: -5.1971e-01
Epoch 112/6000
0s - loss: 6.5679 - success_ratio: 0.4582 - r_coeff: -4.5952e-01 - val_loss: 7.1808 - val_success_ratio: 0.4800 - val_r_coeff: -5.1571e-01
Epoch 113/6000
0s - loss: 6.5508 - success_ratio: 0.4608 - r_coeff: -4.5571e-01 - val_loss: 7.1619 - val_success_ratio: 0.4800 - val_r_coeff: -5.1174e-01
Epoch 114/6000
0s - loss: 6.5338 - success_ratio: 0.4608 - r_coeff: -4.5192e-01 - val_loss: 7.1432 - val_success_ratio: 0.4800 - val_r_coeff: -5.0779e-01
Epoch 115/6000
0s - loss: 6.5168 - success_ratio: 0.4608 - r_coeff: -4.4815e-01 - val_loss: 7.1246 - val_success_ratio: 0.4800 - val_r_coeff: -5.0386e-01
Epoch 116/6000
0s - loss: 6.4999 - success_ratio: 0.4608 - r_coeff: -4.4440e-01 - val_loss: 7.1061 - val_success_ratio: 0.4700 - val_r_coeff: -4.9996e-01
Epoch 117/6000
0s - loss: 6.4832 - success_ratio: 0.4684 - r_coeff: -4.4067e-01 - val_loss: 7.0877 - val_success_ratio: 0.4700 - val_r_coeff: -4.9607e-01
Epoch 118/6000
0s - loss: 6.4664 - success_ratio: 0.4709 - r_coeff: -4.3696e-01 - val_loss: 7.0694 - val_success_ratio: 0.4700 - val_r_coeff: -4.9221e-01
Epoch 119/6000
0s - loss: 6.4498 - success_ratio: 0.4709 - r_coeff: -4.3327e-01 - val_loss: 7.0512 - val_success_ratio: 0.4700 - val_r_coeff: -4.8836e-01
Epoch 120/6000
0s - loss: 6.4333 - success_ratio: 0.4759 - r_coeff: -4.2959e-01 - val_loss: 7.0331 - val_success_ratio: 0.4700 - val_r_coeff: -4.8454e-01
Epoch 121/6000
0s - loss: 6.4168 - success_ratio: 0.4785 - r_coeff: -4.2593e-01 - val_loss: 7.0150 - val_success_ratio: 0.4800 - val_r_coeff: -4.8073e-01
Epoch 122/6000
0s - loss: 6.4004 - success_ratio: 0.4785 - r_coeff: -4.2230e-01 - val_loss: 6.9971 - val_success_ratio: 0.4800 - val_r_coeff: -4.7695e-01
Epoch 123/6000
0s - loss: 6.3842 - success_ratio: 0.4785 - r_coeff: -4.1868e-01 - val_loss: 6.9793 - val_success_ratio: 0.4800 - val_r_coeff: -4.7318e-01
Epoch 124/6000
0s - loss: 6.3679 - success_ratio: 0.4785 - r_coeff: -4.1507e-01 - val_loss: 6.9615 - val_success_ratio: 0.4800 - val_r_coeff: -4.6944e-01
Epoch 125/6000
0s - loss: 6.3518 - success_ratio: 0.4810 - r_coeff: -4.1149e-01 - val_loss: 6.9439 - val_success_ratio: 0.4800 - val_r_coeff: -4.6571e-01
Epoch 126/6000
0s - loss: 6.3358 - success_ratio: 0.4810 - r_coeff: -4.0792e-01 - val_loss: 6.9263 - val_success_ratio: 0.4800 - val_r_coeff: -4.6200e-01
Epoch 127/6000
0s - loss: 6.3198 - success_ratio: 0.4810 - r_coeff: -4.0437e-01 - val_loss: 6.9088 - val_success_ratio: 0.4800 - val_r_coeff: -4.5831e-01
Epoch 128/6000
0s - loss: 6.3039 - success_ratio: 0.4785 - r_coeff: -4.0084e-01 - val_loss: 6.8914 - val_success_ratio: 0.4800 - val_r_coeff: -4.5464e-01
Epoch 129/6000
0s - loss: 6.2881 - success_ratio: 0.4785 - r_coeff: -3.9732e-01 - val_loss: 6.8741 - val_success_ratio: 0.4800 - val_r_coeff: -4.5099e-01
Epoch 130/6000
0s - loss: 6.2723 - success_ratio: 0.4785 - r_coeff: -3.9383e-01 - val_loss: 6.8569 - val_success_ratio: 0.4800 - val_r_coeff: -4.4736e-01
Epoch 131/6000
0s - loss: 6.2567 - success_ratio: 0.4785 - r_coeff: -3.9036e-01 - val_loss: 6.8398 - val_success_ratio: 0.4800 - val_r_coeff: -4.4375e-01
Epoch 132/6000
0s - loss: 6.2412 - success_ratio: 0.4785 - r_coeff: -3.8690e-01 - val_loss: 6.8228 - val_success_ratio: 0.4800 - val_r_coeff: -4.4016e-01
Epoch 133/6000
0s - loss: 6.2257 - success_ratio: 0.4785 - r_coeff: -3.8346e-01 - val_loss: 6.8059 - val_success_ratio: 0.4800 - val_r_coeff: -4.3659e-01
Epoch 134/6000
0s - loss: 6.2103 - success_ratio: 0.4785 - r_coeff: -3.8004e-01 - val_loss: 6.7891 - val_success_ratio: 0.4900 - val_r_coeff: -4.3303e-01
Epoch 135/6000
0s - loss: 6.1950 - success_ratio: 0.4785 - r_coeff: -3.7663e-01 - val_loss: 6.7723 - val_success_ratio: 0.4900 - val_r_coeff: -4.2950e-01
Epoch 136/6000
0s - loss: 6.1797 - success_ratio: 0.4810 - r_coeff: -3.7324e-01 - val_loss: 6.7556 - val_success_ratio: 0.4900 - val_r_coeff: -4.2598e-01
Epoch 137/6000
0s - loss: 6.1645 - success_ratio: 0.4810 - r_coeff: -3.6987e-01 - val_loss: 6.7391 - val_success_ratio: 0.4900 - val_r_coeff: -4.2248e-01
Epoch 138/6000
0s - loss: 6.1494 - success_ratio: 0.4835 - r_coeff: -3.6651e-01 - val_loss: 6.7226 - val_success_ratio: 0.4900 - val_r_coeff: -4.1900e-01
Epoch 139/6000
0s - loss: 6.1344 - success_ratio: 0.4835 - r_coeff: -3.6317e-01 - val_loss: 6.7062 - val_success_ratio: 0.4900 - val_r_coeff: -4.1554e-01
Epoch 140/6000
0s - loss: 6.1194 - success_ratio: 0.4835 - r_coeff: -3.5985e-01 - val_loss: 6.6899 - val_success_ratio: 0.4900 - val_r_coeff: -4.1210e-01
Epoch 141/6000
0s - loss: 6.1045 - success_ratio: 0.4835 - r_coeff: -3.5654e-01 - val_loss: 6.6737 - val_success_ratio: 0.4900 - val_r_coeff: -4.0867e-01
Epoch 142/6000
0s - loss: 6.0897 - success_ratio: 0.4835 - r_coeff: -3.5325e-01 - val_loss: 6.6575 - val_success_ratio: 0.4900 - val_r_coeff: -4.0527e-01
Epoch 143/6000
0s - loss: 6.0750 - success_ratio: 0.4810 - r_coeff: -3.4997e-01 - val_loss: 6.6417 - val_success_ratio: 0.4900 - val_r_coeff: -4.0192e-01
Epoch 144/6000
0s - loss: 6.0603 - success_ratio: 0.4785 - r_coeff: -3.4671e-01 - val_loss: 6.6259 - val_success_ratio: 0.4800 - val_r_coeff: -3.9860e-01
Epoch 145/6000
0s - loss: 6.0457 - success_ratio: 0.4835 - r_coeff: -3.4346e-01 - val_loss: 6.6102 - val_success_ratio: 0.4800 - val_r_coeff: -3.9529e-01
Epoch 146/6000
0s - loss: 6.0311 - success_ratio: 0.4835 - r_coeff: -3.4022e-01 - val_loss: 6.5946 - val_success_ratio: 0.4800 - val_r_coeff: -3.9199e-01
Epoch 147/6000
0s - loss: 6.0166 - success_ratio: 0.4810 - r_coeff: -3.3701e-01 - val_loss: 6.5791 - val_success_ratio: 0.4700 - val_r_coeff: -3.8872e-01
Epoch 148/6000
0s - loss: 6.0022 - success_ratio: 0.4810 - r_coeff: -3.3381e-01 - val_loss: 6.5637 - val_success_ratio: 0.4700 - val_r_coeff: -3.8547e-01
Epoch 149/6000
0s - loss: 5.9879 - success_ratio: 0.4835 - r_coeff: -3.3062e-01 - val_loss: 6.5484 - val_success_ratio: 0.4700 - val_r_coeff: -3.8224e-01
Epoch 150/6000
0s - loss: 5.9736 - success_ratio: 0.4835 - r_coeff: -3.2745e-01 - val_loss: 6.5331 - val_success_ratio: 0.4700 - val_r_coeff: -3.7902e-01
Epoch 151/6000
0s - loss: 5.9594 - success_ratio: 0.4835 - r_coeff: -3.2429e-01 - val_loss: 6.5180 - val_success_ratio: 0.4700 - val_r_coeff: -3.7581e-01
Epoch 152/6000
0s - loss: 5.9453 - success_ratio: 0.4886 - r_coeff: -3.2115e-01 - val_loss: 6.5029 - val_success_ratio: 0.4600 - val_r_coeff: -3.7262e-01
Epoch 153/6000
0s - loss: 5.9312 - success_ratio: 0.4886 - r_coeff: -3.1802e-01 - val_loss: 6.4878 - val_success_ratio: 0.4600 - val_r_coeff: -3.6945e-01
Epoch 154/6000
0s - loss: 5.9172 - success_ratio: 0.4886 - r_coeff: -3.1491e-01 - val_loss: 6.4728 - val_success_ratio: 0.4600 - val_r_coeff: -3.6629e-01
Epoch 155/6000
0s - loss: 5.9033 - success_ratio: 0.4861 - r_coeff: -3.1181e-01 - val_loss: 6.4579 - val_success_ratio: 0.4600 - val_r_coeff: -3.6314e-01
Epoch 156/6000
0s - loss: 5.8894 - success_ratio: 0.4861 - r_coeff: -3.0873e-01 - val_loss: 6.4431 - val_success_ratio: 0.4600 - val_r_coeff: -3.6001e-01
Epoch 157/6000
0s - loss: 5.8756 - success_ratio: 0.4886 - r_coeff: -3.0566e-01 - val_loss: 6.4284 - val_success_ratio: 0.4600 - val_r_coeff: -3.5690e-01
Epoch 158/6000
0s - loss: 5.8618 - success_ratio: 0.4886 - r_coeff: -3.0260e-01 - val_loss: 6.4137 - val_success_ratio: 0.4600 - val_r_coeff: -3.5380e-01
Epoch 159/6000
0s - loss: 5.8481 - success_ratio: 0.4886 - r_coeff: -2.9956e-01 - val_loss: 6.3991 - val_success_ratio: 0.4600 - val_r_coeff: -3.5071e-01
Epoch 160/6000
0s - loss: 5.8345 - success_ratio: 0.4886 - r_coeff: -2.9653e-01 - val_loss: 6.3845 - val_success_ratio: 0.4600 - val_r_coeff: -3.4764e-01
Epoch 161/6000
0s - loss: 5.8209 - success_ratio: 0.4911 - r_coeff: -2.9352e-01 - val_loss: 6.3700 - val_success_ratio: 0.4600 - val_r_coeff: -3.4458e-01
Epoch 162/6000
0s - loss: 5.8074 - success_ratio: 0.4911 - r_coeff: -2.9052e-01 - val_loss: 6.3555 - val_success_ratio: 0.4600 - val_r_coeff: -3.4153e-01
Epoch 163/6000
0s - loss: 5.7940 - success_ratio: 0.4911 - r_coeff: -2.8753e-01 - val_loss: 6.3412 - val_success_ratio: 0.4600 - val_r_coeff: -3.3850e-01
Epoch 164/6000
0s - loss: 5.7806 - success_ratio: 0.4911 - r_coeff: -2.8456e-01 - val_loss: 6.3269 - val_success_ratio: 0.4600 - val_r_coeff: -3.3548e-01
Epoch 165/6000
0s - loss: 5.7673 - success_ratio: 0.4911 - r_coeff: -2.8161e-01 - val_loss: 6.3127 - val_success_ratio: 0.4600 - val_r_coeff: -3.3247e-01
Epoch 166/6000
0s - loss: 5.7541 - success_ratio: 0.4911 - r_coeff: -2.7866e-01 - val_loss: 6.2985 - val_success_ratio: 0.4600 - val_r_coeff: -3.2949e-01
Epoch 167/6000
0s - loss: 5.7409 - success_ratio: 0.4937 - r_coeff: -2.7574e-01 - val_loss: 6.2844 - val_success_ratio: 0.4700 - val_r_coeff: -3.2651e-01
Epoch 168/6000
0s - loss: 5.7278 - success_ratio: 0.4962 - r_coeff: -2.7282e-01 - val_loss: 6.2704 - val_success_ratio: 0.4700 - val_r_coeff: -3.2356e-01
Epoch 169/6000
0s - loss: 5.7147 - success_ratio: 0.4987 - r_coeff: -2.6992e-01 - val_loss: 6.2565 - val_success_ratio: 0.4700 - val_r_coeff: -3.2061e-01
Epoch 170/6000
0s - loss: 5.7017 - success_ratio: 0.5038 - r_coeff: -2.6703e-01 - val_loss: 6.2426 - val_success_ratio: 0.4700 - val_r_coeff: -3.1768e-01
Epoch 171/6000
0s - loss: 5.6888 - success_ratio: 0.5038 - r_coeff: -2.6415e-01 - val_loss: 6.2288 - val_success_ratio: 0.4700 - val_r_coeff: -3.1477e-01
Epoch 172/6000
0s - loss: 5.6759 - success_ratio: 0.5038 - r_coeff: -2.6128e-01 - val_loss: 6.2150 - val_success_ratio: 0.4600 - val_r_coeff: -3.1187e-01
Epoch 173/6000
0s - loss: 5.6630 - success_ratio: 0.5038 - r_coeff: -2.5843e-01 - val_loss: 6.2013 - val_success_ratio: 0.4600 - val_r_coeff: -3.0898e-01
Epoch 174/6000
0s - loss: 5.6503 - success_ratio: 0.5013 - r_coeff: -2.5559e-01 - val_loss: 6.1877 - val_success_ratio: 0.4600 - val_r_coeff: -3.0610e-01
Epoch 175/6000
0s - loss: 5.6375 - success_ratio: 0.5038 - r_coeff: -2.5276e-01 - val_loss: 6.1742 - val_success_ratio: 0.4600 - val_r_coeff: -3.0324e-01
Epoch 176/6000
0s - loss: 5.6249 - success_ratio: 0.5038 - r_coeff: -2.4995e-01 - val_loss: 6.1607 - val_success_ratio: 0.4600 - val_r_coeff: -3.0040e-01
Epoch 177/6000
0s - loss: 5.6122 - success_ratio: 0.5063 - r_coeff: -2.4714e-01 - val_loss: 6.1473 - val_success_ratio: 0.4600 - val_r_coeff: -2.9756e-01
Epoch 178/6000
0s - loss: 5.5997 - success_ratio: 0.5063 - r_coeff: -2.4435e-01 - val_loss: 6.1339 - val_success_ratio: 0.4600 - val_r_coeff: -2.9474e-01
Epoch 179/6000
0s - loss: 5.5872 - success_ratio: 0.5038 - r_coeff: -2.4157e-01 - val_loss: 6.1206 - val_success_ratio: 0.4600 - val_r_coeff: -2.9193e-01
Epoch 180/6000
0s - loss: 5.5747 - success_ratio: 0.5038 - r_coeff: -2.3881e-01 - val_loss: 6.1074 - val_success_ratio: 0.4600 - val_r_coeff: -2.8914e-01
Epoch 181/6000
0s - loss: 5.5623 - success_ratio: 0.5038 - r_coeff: -2.3606e-01 - val_loss: 6.0942 - val_success_ratio: 0.4600 - val_r_coeff: -2.8636e-01
Epoch 182/6000
0s - loss: 5.5500 - success_ratio: 0.5038 - r_coeff: -2.3332e-01 - val_loss: 6.0810 - val_success_ratio: 0.4600 - val_r_coeff: -2.8359e-01
Epoch 183/6000
0s - loss: 5.5378 - success_ratio: 0.5038 - r_coeff: -2.3059e-01 - val_loss: 6.0679 - val_success_ratio: 0.4600 - val_r_coeff: -2.8081e-01
Epoch 184/6000
0s - loss: 5.5255 - success_ratio: 0.5013 - r_coeff: -2.2788e-01 - val_loss: 6.0547 - val_success_ratio: 0.4600 - val_r_coeff: -2.7803e-01
Epoch 185/6000
0s - loss: 5.5134 - success_ratio: 0.5013 - r_coeff: -2.2517e-01 - val_loss: 6.0416 - val_success_ratio: 0.4600 - val_r_coeff: -2.7526e-01
Epoch 186/6000
0s - loss: 5.5013 - success_ratio: 0.5038 - r_coeff: -2.2248e-01 - val_loss: 6.0285 - val_success_ratio: 0.4600 - val_r_coeff: -2.7250e-01
Epoch 187/6000
0s - loss: 5.4892 - success_ratio: 0.5038 - r_coeff: -2.1981e-01 - val_loss: 6.0154 - val_success_ratio: 0.4500 - val_r_coeff: -2.6974e-01
Epoch 188/6000
0s - loss: 5.4772 - success_ratio: 0.5038 - r_coeff: -2.1714e-01 - val_loss: 6.0024 - val_success_ratio: 0.4500 - val_r_coeff: -2.6698e-01
Epoch 189/6000
0s - loss: 5.4653 - success_ratio: 0.5013 - r_coeff: -2.1449e-01 - val_loss: 5.9894 - val_success_ratio: 0.4500 - val_r_coeff: -2.6424e-01
Epoch 190/6000
0s - loss: 5.4534 - success_ratio: 0.5013 - r_coeff: -2.1185e-01 - val_loss: 5.9764 - val_success_ratio: 0.4600 - val_r_coeff: -2.6150e-01
Epoch 191/6000
0s - loss: 5.4416 - success_ratio: 0.5013 - r_coeff: -2.0922e-01 - val_loss: 5.9635 - val_success_ratio: 0.4600 - val_r_coeff: -2.5878e-01
Epoch 192/6000
0s - loss: 5.4298 - success_ratio: 0.4987 - r_coeff: -2.0660e-01 - val_loss: 5.9506 - val_success_ratio: 0.4700 - val_r_coeff: -2.5606e-01
Epoch 193/6000
0s - loss: 5.4180 - success_ratio: 0.4987 - r_coeff: -2.0399e-01 - val_loss: 5.9378 - val_success_ratio: 0.4900 - val_r_coeff: -2.5335e-01
Epoch 194/6000
0s - loss: 5.4064 - success_ratio: 0.4987 - r_coeff: -2.0139e-01 - val_loss: 5.9250 - val_success_ratio: 0.4900 - val_r_coeff: -2.5065e-01
Epoch 195/6000
0s - loss: 5.3947 - success_ratio: 0.5013 - r_coeff: -1.9881e-01 - val_loss: 5.9123 - val_success_ratio: 0.4900 - val_r_coeff: -2.4797e-01
Epoch 196/6000
0s - loss: 5.3831 - success_ratio: 0.5038 - r_coeff: -1.9623e-01 - val_loss: 5.8996 - val_success_ratio: 0.4900 - val_r_coeff: -2.4529e-01
Epoch 197/6000
0s - loss: 5.3716 - success_ratio: 0.5038 - r_coeff: -1.9367e-01 - val_loss: 5.8870 - val_success_ratio: 0.4900 - val_r_coeff: -2.4263e-01
Epoch 198/6000
0s - loss: 5.3601 - success_ratio: 0.5063 - r_coeff: -1.9111e-01 - val_loss: 5.8745 - val_success_ratio: 0.4900 - val_r_coeff: -2.3999e-01
Epoch 199/6000
0s - loss: 5.3486 - success_ratio: 0.5089 - r_coeff: -1.8857e-01 - val_loss: 5.8620 - val_success_ratio: 0.5000 - val_r_coeff: -2.3735e-01
Epoch 200/6000
0s - loss: 5.3372 - success_ratio: 0.5089 - r_coeff: -1.8603e-01 - val_loss: 5.8496 - val_success_ratio: 0.5000 - val_r_coeff: -2.3473e-01
Epoch 201/6000
0s - loss: 5.3259 - success_ratio: 0.5089 - r_coeff: -1.8351e-01 - val_loss: 5.8372 - val_success_ratio: 0.5100 - val_r_coeff: -2.3212e-01
Epoch 202/6000
0s - loss: 5.3146 - success_ratio: 0.5089 - r_coeff: -1.8099e-01 - val_loss: 5.8249 - val_success_ratio: 0.5100 - val_r_coeff: -2.2953e-01
Epoch 203/6000
0s - loss: 5.3033 - success_ratio: 0.5139 - r_coeff: -1.7849e-01 - val_loss: 5.8127 - val_success_ratio: 0.5200 - val_r_coeff: -2.2694e-01
Epoch 204/6000
0s - loss: 5.2922 - success_ratio: 0.5139 - r_coeff: -1.7601e-01 - val_loss: 5.8005 - val_success_ratio: 0.5200 - val_r_coeff: -2.2437e-01
Epoch 205/6000
0s - loss: 5.2810 - success_ratio: 0.5114 - r_coeff: -1.7354e-01 - val_loss: 5.7884 - val_success_ratio: 0.5100 - val_r_coeff: -2.2180e-01
Epoch 206/6000
0s - loss: 5.2700 - success_ratio: 0.5063 - r_coeff: -1.7108e-01 - val_loss: 5.7762 - val_success_ratio: 0.5100 - val_r_coeff: -2.1925e-01
Epoch 207/6000
0s - loss: 5.2589 - success_ratio: 0.5114 - r_coeff: -1.6863e-01 - val_loss: 5.7642 - val_success_ratio: 0.5100 - val_r_coeff: -2.1671e-01
Epoch 208/6000
0s - loss: 5.2479 - success_ratio: 0.5114 - r_coeff: -1.6619e-01 - val_loss: 5.7522 - val_success_ratio: 0.5100 - val_r_coeff: -2.1417e-01
Epoch 209/6000
0s - loss: 5.2370 - success_ratio: 0.5114 - r_coeff: -1.6376e-01 - val_loss: 5.7402 - val_success_ratio: 0.5100 - val_r_coeff: -2.1165e-01
Epoch 210/6000
0s - loss: 5.2261 - success_ratio: 0.5114 - r_coeff: -1.6134e-01 - val_loss: 5.7283 - val_success_ratio: 0.5100 - val_r_coeff: -2.0914e-01
Epoch 211/6000
0s - loss: 5.2153 - success_ratio: 0.5139 - r_coeff: -1.5893e-01 - val_loss: 5.7165 - val_success_ratio: 0.5100 - val_r_coeff: -2.0664e-01
Epoch 212/6000
0s - loss: 5.2045 - success_ratio: 0.5139 - r_coeff: -1.5654e-01 - val_loss: 5.7047 - val_success_ratio: 0.5100 - val_r_coeff: -2.0414e-01
Epoch 213/6000
0s - loss: 5.1938 - success_ratio: 0.5139 - r_coeff: -1.5415e-01 - val_loss: 5.6929 - val_success_ratio: 0.5100 - val_r_coeff: -2.0166e-01
Epoch 214/6000
0s - loss: 5.1831 - success_ratio: 0.5139 - r_coeff: -1.5177e-01 - val_loss: 5.6812 - val_success_ratio: 0.5100 - val_r_coeff: -1.9918e-01
Epoch 215/6000
0s - loss: 5.1724 - success_ratio: 0.5139 - r_coeff: -1.4941e-01 - val_loss: 5.6695 - val_success_ratio: 0.5100 - val_r_coeff: -1.9672e-01
Epoch 216/6000
0s - loss: 5.1618 - success_ratio: 0.5139 - r_coeff: -1.4705e-01 - val_loss: 5.6579 - val_success_ratio: 0.5100 - val_r_coeff: -1.9427e-01
Epoch 217/6000
0s - loss: 5.1513 - success_ratio: 0.5139 - r_coeff: -1.4470e-01 - val_loss: 5.6464 - val_success_ratio: 0.5100 - val_r_coeff: -1.9183e-01
Epoch 218/6000
0s - loss: 5.1407 - success_ratio: 0.5139 - r_coeff: -1.4237e-01 - val_loss: 5.6349 - val_success_ratio: 0.5100 - val_r_coeff: -1.8941e-01
Epoch 219/6000
0s - loss: 5.1303 - success_ratio: 0.5139 - r_coeff: -1.4004e-01 - val_loss: 5.6234 - val_success_ratio: 0.5100 - val_r_coeff: -1.8699e-01
Epoch 220/6000
0s - loss: 5.1198 - success_ratio: 0.5139 - r_coeff: -1.3772e-01 - val_loss: 5.6120 - val_success_ratio: 0.5100 - val_r_coeff: -1.8459e-01
Epoch 221/6000
0s - loss: 5.1094 - success_ratio: 0.5165 - r_coeff: -1.3541e-01 - val_loss: 5.6007 - val_success_ratio: 0.5100 - val_r_coeff: -1.8219e-01
Epoch 222/6000
0s - loss: 5.0991 - success_ratio: 0.5165 - r_coeff: -1.3311e-01 - val_loss: 5.5894 - val_success_ratio: 0.5100 - val_r_coeff: -1.7981e-01
Epoch 223/6000
0s - loss: 5.0888 - success_ratio: 0.5165 - r_coeff: -1.3082e-01 - val_loss: 5.5782 - val_success_ratio: 0.5100 - val_r_coeff: -1.7744e-01
Epoch 224/6000
0s - loss: 5.0785 - success_ratio: 0.5165 - r_coeff: -1.2853e-01 - val_loss: 5.5670 - val_success_ratio: 0.5100 - val_r_coeff: -1.7508e-01
Epoch 225/6000
0s - loss: 5.0683 - success_ratio: 0.5165 - r_coeff: -1.2626e-01 - val_loss: 5.5559 - val_success_ratio: 0.5100 - val_r_coeff: -1.7274e-01
Epoch 226/6000
0s - loss: 5.0581 - success_ratio: 0.5165 - r_coeff: -1.2400e-01 - val_loss: 5.5449 - val_success_ratio: 0.5000 - val_r_coeff: -1.7041e-01
Epoch 227/6000
0s - loss: 5.0480 - success_ratio: 0.5139 - r_coeff: -1.2175e-01 - val_loss: 5.5339 - val_success_ratio: 0.5000 - val_r_coeff: -1.6810e-01
Epoch 228/6000
0s - loss: 5.0379 - success_ratio: 0.5139 - r_coeff: -1.1951e-01 - val_loss: 5.5230 - val_success_ratio: 0.5000 - val_r_coeff: -1.6580e-01
Epoch 229/6000
0s - loss: 5.0278 - success_ratio: 0.5139 - r_coeff: -1.1728e-01 - val_loss: 5.5122 - val_success_ratio: 0.5000 - val_r_coeff: -1.6351e-01
Epoch 230/6000
0s - loss: 5.0178 - success_ratio: 0.5165 - r_coeff: -1.1505e-01 - val_loss: 5.5014 - val_success_ratio: 0.4900 - val_r_coeff: -1.6124e-01
Epoch 231/6000
0s - loss: 5.0079 - success_ratio: 0.5215 - r_coeff: -1.1284e-01 - val_loss: 5.4907 - val_success_ratio: 0.4900 - val_r_coeff: -1.5898e-01
Epoch 232/6000
0s - loss: 4.9979 - success_ratio: 0.5190 - r_coeff: -1.1063e-01 - val_loss: 5.4801 - val_success_ratio: 0.4900 - val_r_coeff: -1.5674e-01
Epoch 233/6000
0s - loss: 4.9881 - success_ratio: 0.5215 - r_coeff: -1.0844e-01 - val_loss: 5.4695 - val_success_ratio: 0.4900 - val_r_coeff: -1.5451e-01
Epoch 234/6000
0s - loss: 4.9782 - success_ratio: 0.5215 - r_coeff: -1.0625e-01 - val_loss: 5.4590 - val_success_ratio: 0.5000 - val_r_coeff: -1.5228e-01
Epoch 235/6000
0s - loss: 4.9684 - success_ratio: 0.5215 - r_coeff: -1.0407e-01 - val_loss: 5.4486 - val_success_ratio: 0.5000 - val_r_coeff: -1.5008e-01
Epoch 236/6000
0s - loss: 4.9586 - success_ratio: 0.5215 - r_coeff: -1.0190e-01 - val_loss: 5.4382 - val_success_ratio: 0.5000 - val_r_coeff: -1.4789e-01
Epoch 237/6000
0s - loss: 4.9489 - success_ratio: 0.5215 - r_coeff: -9.9739e-02 - val_loss: 5.4279 - val_success_ratio: 0.5000 - val_r_coeff: -1.4571e-01
Epoch 238/6000
0s - loss: 4.9392 - success_ratio: 0.5241 - r_coeff: -9.7590e-02 - val_loss: 5.4176 - val_success_ratio: 0.5000 - val_r_coeff: -1.4354e-01
Epoch 239/6000
0s - loss: 4.9296 - success_ratio: 0.5266 - r_coeff: -9.5450e-02 - val_loss: 5.4074 - val_success_ratio: 0.5000 - val_r_coeff: -1.4139e-01
Epoch 240/6000
0s - loss: 4.9200 - success_ratio: 0.5266 - r_coeff: -9.3319e-02 - val_loss: 5.3972 - val_success_ratio: 0.4900 - val_r_coeff: -1.3925e-01
Epoch 241/6000
0s - loss: 4.9105 - success_ratio: 0.5266 - r_coeff: -9.1195e-02 - val_loss: 5.3871 - val_success_ratio: 0.4900 - val_r_coeff: -1.3711e-01
Epoch 242/6000
0s - loss: 4.9010 - success_ratio: 0.5266 - r_coeff: -8.9081e-02 - val_loss: 5.3771 - val_success_ratio: 0.4900 - val_r_coeff: -1.3499e-01
Epoch 243/6000
0s - loss: 4.8915 - success_ratio: 0.5241 - r_coeff: -8.6975e-02 - val_loss: 5.3671 - val_success_ratio: 0.4900 - val_r_coeff: -1.3288e-01
Epoch 244/6000
0s - loss: 4.8820 - success_ratio: 0.5266 - r_coeff: -8.4877e-02 - val_loss: 5.3571 - val_success_ratio: 0.4900 - val_r_coeff: -1.3078e-01
Epoch 245/6000
0s - loss: 4.8726 - success_ratio: 0.5291 - r_coeff: -8.2789e-02 - val_loss: 5.3472 - val_success_ratio: 0.4900 - val_r_coeff: -1.2869e-01
Epoch 246/6000
0s - loss: 4.8633 - success_ratio: 0.5266 - r_coeff: -8.0708e-02 - val_loss: 5.3374 - val_success_ratio: 0.4900 - val_r_coeff: -1.2662e-01
Epoch 247/6000
0s - loss: 4.8540 - success_ratio: 0.5266 - r_coeff: -7.8636e-02 - val_loss: 5.3276 - val_success_ratio: 0.4900 - val_r_coeff: -1.2455e-01
Epoch 248/6000
0s - loss: 4.8447 - success_ratio: 0.5266 - r_coeff: -7.6572e-02 - val_loss: 5.3179 - val_success_ratio: 0.4900 - val_r_coeff: -1.2249e-01
Epoch 249/6000
0s - loss: 4.8354 - success_ratio: 0.5266 - r_coeff: -7.4517e-02 - val_loss: 5.3082 - val_success_ratio: 0.4900 - val_r_coeff: -1.2045e-01
Epoch 250/6000
0s - loss: 4.8262 - success_ratio: 0.5266 - r_coeff: -7.2471e-02 - val_loss: 5.2985 - val_success_ratio: 0.4900 - val_r_coeff: -1.1841e-01
Epoch 251/6000
0s - loss: 4.8170 - success_ratio: 0.5266 - r_coeff: -7.0434e-02 - val_loss: 5.2889 - val_success_ratio: 0.4900 - val_r_coeff: -1.1638e-01
Epoch 252/6000
0s - loss: 4.8079 - success_ratio: 0.5266 - r_coeff: -6.8407e-02 - val_loss: 5.2793 - val_success_ratio: 0.4900 - val_r_coeff: -1.1436e-01
Epoch 253/6000
0s - loss: 4.7988 - success_ratio: 0.5291 - r_coeff: -6.6389e-02 - val_loss: 5.2698 - val_success_ratio: 0.4900 - val_r_coeff: -1.1234e-01
Epoch 254/6000
0s - loss: 4.7898 - success_ratio: 0.5291 - r_coeff: -6.4378e-02 - val_loss: 5.2602 - val_success_ratio: 0.4900 - val_r_coeff: -1.1032e-01
Epoch 255/6000
0s - loss: 4.7808 - success_ratio: 0.5291 - r_coeff: -6.2372e-02 - val_loss: 5.2507 - val_success_ratio: 0.4900 - val_r_coeff: -1.0832e-01
Epoch 256/6000
0s - loss: 4.7718 - success_ratio: 0.5316 - r_coeff: -6.0373e-02 - val_loss: 5.2413 - val_success_ratio: 0.4900 - val_r_coeff: -1.0633e-01
Epoch 257/6000
0s - loss: 4.7628 - success_ratio: 0.5342 - r_coeff: -5.8383e-02 - val_loss: 5.2319 - val_success_ratio: 0.4900 - val_r_coeff: -1.0435e-01
Epoch 258/6000
0s - loss: 4.7539 - success_ratio: 0.5392 - r_coeff: -5.6400e-02 - val_loss: 5.2226 - val_success_ratio: 0.4900 - val_r_coeff: -1.0239e-01
Epoch 259/6000
0s - loss: 4.7450 - success_ratio: 0.5418 - r_coeff: -5.4425e-02 - val_loss: 5.2134 - val_success_ratio: 0.4900 - val_r_coeff: -1.0044e-01
Epoch 260/6000
0s - loss: 4.7361 - success_ratio: 0.5418 - r_coeff: -5.2457e-02 - val_loss: 5.2042 - val_success_ratio: 0.4900 - val_r_coeff: -9.8498e-02
Epoch 261/6000
0s - loss: 4.7273 - success_ratio: 0.5418 - r_coeff: -5.0498e-02 - val_loss: 5.1950 - val_success_ratio: 0.4900 - val_r_coeff: -9.6569e-02
Epoch 262/6000
0s - loss: 4.7185 - success_ratio: 0.5494 - r_coeff: -4.8545e-02 - val_loss: 5.1860 - val_success_ratio: 0.4800 - val_r_coeff: -9.4650e-02
Epoch 263/6000
0s - loss: 4.7098 - success_ratio: 0.5494 - r_coeff: -4.6602e-02 - val_loss: 5.1769 - val_success_ratio: 0.4800 - val_r_coeff: -9.2737e-02
Epoch 264/6000
0s - loss: 4.7011 - success_ratio: 0.5494 - r_coeff: -4.4666e-02 - val_loss: 5.1679 - val_success_ratio: 0.4800 - val_r_coeff: -9.0830e-02
Epoch 265/6000
0s - loss: 4.6924 - success_ratio: 0.5494 - r_coeff: -4.2737e-02 - val_loss: 5.1589 - val_success_ratio: 0.4900 - val_r_coeff: -8.8932e-02
Epoch 266/6000
0s - loss: 4.6838 - success_ratio: 0.5494 - r_coeff: -4.0816e-02 - val_loss: 5.1499 - val_success_ratio: 0.4900 - val_r_coeff: -8.7040e-02
Epoch 267/6000
0s - loss: 4.6751 - success_ratio: 0.5468 - r_coeff: -3.8902e-02 - val_loss: 5.1410 - val_success_ratio: 0.4900 - val_r_coeff: -8.5155e-02
Epoch 268/6000
0s - loss: 4.6666 - success_ratio: 0.5494 - r_coeff: -3.6996e-02 - val_loss: 5.1321 - val_success_ratio: 0.4900 - val_r_coeff: -8.3275e-02
Epoch 269/6000
0s - loss: 4.6580 - success_ratio: 0.5494 - r_coeff: -3.5097e-02 - val_loss: 5.1232 - val_success_ratio: 0.4900 - val_r_coeff: -8.1401e-02
Epoch 270/6000
0s - loss: 4.6495 - success_ratio: 0.5494 - r_coeff: -3.3206e-02 - val_loss: 5.1143 - val_success_ratio: 0.4900 - val_r_coeff: -7.9533e-02
Epoch 271/6000
0s - loss: 4.6410 - success_ratio: 0.5494 - r_coeff: -3.1322e-02 - val_loss: 5.1055 - val_success_ratio: 0.4900 - val_r_coeff: -7.7670e-02
Epoch 272/6000
0s - loss: 4.6326 - success_ratio: 0.5494 - r_coeff: -2.9445e-02 - val_loss: 5.0967 - val_success_ratio: 0.4900 - val_r_coeff: -7.5812e-02
Epoch 273/6000
0s - loss: 4.6242 - success_ratio: 0.5494 - r_coeff: -2.7575e-02 - val_loss: 5.0879 - val_success_ratio: 0.4900 - val_r_coeff: -7.3960e-02
Epoch 274/6000
0s - loss: 4.6158 - success_ratio: 0.5494 - r_coeff: -2.5712e-02 - val_loss: 5.0792 - val_success_ratio: 0.4900 - val_r_coeff: -7.2113e-02
Epoch 275/6000
0s - loss: 4.6074 - success_ratio: 0.5494 - r_coeff: -2.3857e-02 - val_loss: 5.0705 - val_success_ratio: 0.4900 - val_r_coeff: -7.0271e-02
Epoch 276/6000
0s - loss: 4.5991 - success_ratio: 0.5519 - r_coeff: -2.2009e-02 - val_loss: 5.0618 - val_success_ratio: 0.4900 - val_r_coeff: -6.8435e-02
Epoch 277/6000
0s - loss: 4.5908 - success_ratio: 0.5544 - r_coeff: -2.0168e-02 - val_loss: 5.0531 - val_success_ratio: 0.4900 - val_r_coeff: -6.6604e-02
Epoch 278/6000
0s - loss: 4.5826 - success_ratio: 0.5544 - r_coeff: -1.8334e-02 - val_loss: 5.0444 - val_success_ratio: 0.4900 - val_r_coeff: -6.4777e-02
Epoch 279/6000
0s - loss: 4.5744 - success_ratio: 0.5570 - r_coeff: -1.6506e-02 - val_loss: 5.0358 - val_success_ratio: 0.4900 - val_r_coeff: -6.2957e-02
Epoch 280/6000
0s - loss: 4.5662 - success_ratio: 0.5595 - r_coeff: -1.4686e-02 - val_loss: 5.0272 - val_success_ratio: 0.4900 - val_r_coeff: -6.1141e-02
Epoch 281/6000
0s - loss: 4.5580 - success_ratio: 0.5595 - r_coeff: -1.2873e-02 - val_loss: 5.0186 - val_success_ratio: 0.4900 - val_r_coeff: -5.9331e-02
Epoch 282/6000
0s - loss: 4.5499 - success_ratio: 0.5595 - r_coeff: -1.1066e-02 - val_loss: 5.0101 - val_success_ratio: 0.4900 - val_r_coeff: -5.7526e-02
Epoch 283/6000
0s - loss: 4.5418 - success_ratio: 0.5595 - r_coeff: -9.2670e-03 - val_loss: 5.0015 - val_success_ratio: 0.4900 - val_r_coeff: -5.5726e-02
Epoch 284/6000
0s - loss: 4.5337 - success_ratio: 0.5595 - r_coeff: -7.4743e-03 - val_loss: 4.9930 - val_success_ratio: 0.4900 - val_r_coeff: -5.3931e-02
Epoch 285/6000
0s - loss: 4.5257 - success_ratio: 0.5595 - r_coeff: -5.6887e-03 - val_loss: 4.9846 - val_success_ratio: 0.5000 - val_r_coeff: -5.2141e-02
Epoch 286/6000
0s - loss: 4.5177 - success_ratio: 0.5595 - r_coeff: -3.9097e-03 - val_loss: 4.9761 - val_success_ratio: 0.5000 - val_r_coeff: -5.0356e-02
Epoch 287/6000
0s - loss: 4.5097 - success_ratio: 0.5595 - r_coeff: -2.1375e-03 - val_loss: 4.9676 - val_success_ratio: 0.5000 - val_r_coeff: -4.8569e-02
Epoch 288/6000
0s - loss: 4.5018 - success_ratio: 0.5595 - r_coeff: -3.7086e-04 - val_loss: 4.9592 - val_success_ratio: 0.5100 - val_r_coeff: -4.6782e-02
Epoch 289/6000
0s - loss: 4.4938 - success_ratio: 0.5646 - r_coeff: 0.0014 - val_loss: 4.9507 - val_success_ratio: 0.5100 - val_r_coeff: -4.4994e-02
Epoch 290/6000
0s - loss: 4.4859 - success_ratio: 0.5646 - r_coeff: 0.0031 - val_loss: 4.9422 - val_success_ratio: 0.5100 - val_r_coeff: -4.3206e-02
Epoch 291/6000
0s - loss: 4.4781 - success_ratio: 0.5646 - r_coeff: 0.0049 - val_loss: 4.9338 - val_success_ratio: 0.5100 - val_r_coeff: -4.1420e-02
Epoch 292/6000
0s - loss: 4.4702 - success_ratio: 0.5646 - r_coeff: 0.0066 - val_loss: 4.9253 - val_success_ratio: 0.5100 - val_r_coeff: -3.9637e-02
Epoch 293/6000
0s - loss: 4.4624 - success_ratio: 0.5646 - r_coeff: 0.0084 - val_loss: 4.9169 - val_success_ratio: 0.5100 - val_r_coeff: -3.7856e-02
Epoch 294/6000
0s - loss: 4.4547 - success_ratio: 0.5620 - r_coeff: 0.0101 - val_loss: 4.9085 - val_success_ratio: 0.5200 - val_r_coeff: -3.6078e-02
Epoch 295/6000
0s - loss: 4.4469 - success_ratio: 0.5620 - r_coeff: 0.0118 - val_loss: 4.9001 - val_success_ratio: 0.5200 - val_r_coeff: -3.4304e-02
Epoch 296/6000
0s - loss: 4.4392 - success_ratio: 0.5620 - r_coeff: 0.0135 - val_loss: 4.8917 - val_success_ratio: 0.5200 - val_r_coeff: -3.2531e-02
Epoch 297/6000
0s - loss: 4.4315 - success_ratio: 0.5595 - r_coeff: 0.0152 - val_loss: 4.8833 - val_success_ratio: 0.5200 - val_r_coeff: -3.0759e-02
Epoch 298/6000
0s - loss: 4.4239 - success_ratio: 0.5595 - r_coeff: 0.0169 - val_loss: 4.8749 - val_success_ratio: 0.5200 - val_r_coeff: -2.8988e-02
Epoch 299/6000
0s - loss: 4.4163 - success_ratio: 0.5595 - r_coeff: 0.0186 - val_loss: 4.8665 - val_success_ratio: 0.5200 - val_r_coeff: -2.7213e-02
Epoch 300/6000
0s - loss: 4.4087 - success_ratio: 0.5620 - r_coeff: 0.0203 - val_loss: 4.8581 - val_success_ratio: 0.5200 - val_r_coeff: -2.5445e-02
Epoch 301/6000
0s - loss: 4.4011 - success_ratio: 0.5620 - r_coeff: 0.0220 - val_loss: 4.8498 - val_success_ratio: 0.5200 - val_r_coeff: -2.3689e-02
Epoch 302/6000
0s - loss: 4.3936 - success_ratio: 0.5620 - r_coeff: 0.0237 - val_loss: 4.8415 - val_success_ratio: 0.5200 - val_r_coeff: -2.1945e-02
Epoch 303/6000
0s - loss: 4.3861 - success_ratio: 0.5620 - r_coeff: 0.0253 - val_loss: 4.8333 - val_success_ratio: 0.5200 - val_r_coeff: -2.0213e-02
Epoch 304/6000
0s - loss: 4.3786 - success_ratio: 0.5620 - r_coeff: 0.0270 - val_loss: 4.8252 - val_success_ratio: 0.5200 - val_r_coeff: -1.8494e-02
Epoch 305/6000
0s - loss: 4.3711 - success_ratio: 0.5620 - r_coeff: 0.0287 - val_loss: 4.8171 - val_success_ratio: 0.5300 - val_r_coeff: -1.6785e-02
Epoch 306/6000
0s - loss: 4.3637 - success_ratio: 0.5620 - r_coeff: 0.0303 - val_loss: 4.8090 - val_success_ratio: 0.5300 - val_r_coeff: -1.5088e-02
Epoch 307/6000
0s - loss: 4.3563 - success_ratio: 0.5620 - r_coeff: 0.0320 - val_loss: 4.8010 - val_success_ratio: 0.5300 - val_r_coeff: -1.3403e-02
Epoch 308/6000
0s - loss: 4.3489 - success_ratio: 0.5620 - r_coeff: 0.0336 - val_loss: 4.7931 - val_success_ratio: 0.5300 - val_r_coeff: -1.1728e-02
Epoch 309/6000
0s - loss: 4.3416 - success_ratio: 0.5620 - r_coeff: 0.0352 - val_loss: 4.7852 - val_success_ratio: 0.5300 - val_r_coeff: -1.0064e-02
Epoch 310/6000
0s - loss: 4.3342 - success_ratio: 0.5620 - r_coeff: 0.0369 - val_loss: 4.7774 - val_success_ratio: 0.5300 - val_r_coeff: -8.4106e-03
Epoch 311/6000
0s - loss: 4.3270 - success_ratio: 0.5620 - r_coeff: 0.0385 - val_loss: 4.7696 - val_success_ratio: 0.5300 - val_r_coeff: -6.7670e-03
Epoch 312/6000
0s - loss: 4.3197 - success_ratio: 0.5595 - r_coeff: 0.0401 - val_loss: 4.7619 - val_success_ratio: 0.5300 - val_r_coeff: -5.1333e-03
Epoch 313/6000
0s - loss: 4.3124 - success_ratio: 0.5595 - r_coeff: 0.0417 - val_loss: 4.7542 - val_success_ratio: 0.5300 - val_r_coeff: -3.5090e-03
Epoch 314/6000
0s - loss: 4.3052 - success_ratio: 0.5595 - r_coeff: 0.0433 - val_loss: 4.7465 - val_success_ratio: 0.5300 - val_r_coeff: -1.8942e-03
Epoch 315/6000
0s - loss: 4.2980 - success_ratio: 0.5595 - r_coeff: 0.0449 - val_loss: 4.7389 - val_success_ratio: 0.5400 - val_r_coeff: -2.8956e-04
Epoch 316/6000
0s - loss: 4.2909 - success_ratio: 0.5595 - r_coeff: 0.0465 - val_loss: 4.7314 - val_success_ratio: 0.5500 - val_r_coeff: 0.0013
Epoch 317/6000
0s - loss: 4.2837 - success_ratio: 0.5646 - r_coeff: 0.0481 - val_loss: 4.7238 - val_success_ratio: 0.5500 - val_r_coeff: 0.0029
Epoch 318/6000
0s - loss: 4.2766 - success_ratio: 0.5671 - r_coeff: 0.0497 - val_loss: 4.7164 - val_success_ratio: 0.5500 - val_r_coeff: 0.0045
Epoch 319/6000
0s - loss: 4.2695 - success_ratio: 0.5696 - r_coeff: 0.0512 - val_loss: 4.7089 - val_success_ratio: 0.5500 - val_r_coeff: 0.0060
Epoch 320/6000
0s - loss: 4.2624 - success_ratio: 0.5696 - r_coeff: 0.0528 - val_loss: 4.7015 - val_success_ratio: 0.5500 - val_r_coeff: 0.0076
Epoch 321/6000
0s - loss: 4.2554 - success_ratio: 0.5722 - r_coeff: 0.0544 - val_loss: 4.6942 - val_success_ratio: 0.5500 - val_r_coeff: 0.0092
Epoch 322/6000
0s - loss: 4.2484 - success_ratio: 0.5722 - r_coeff: 0.0559 - val_loss: 4.6869 - val_success_ratio: 0.5500 - val_r_coeff: 0.0107
Epoch 323/6000
0s - loss: 4.2414 - success_ratio: 0.5722 - r_coeff: 0.0575 - val_loss: 4.6796 - val_success_ratio: 0.5500 - val_r_coeff: 0.0122
Epoch 324/6000
0s - loss: 4.2344 - success_ratio: 0.5722 - r_coeff: 0.0590 - val_loss: 4.6723 - val_success_ratio: 0.5500 - val_r_coeff: 0.0138
Epoch 325/6000
0s - loss: 4.2275 - success_ratio: 0.5722 - r_coeff: 0.0606 - val_loss: 4.6651 - val_success_ratio: 0.5500 - val_r_coeff: 0.0153
Epoch 326/6000
0s - loss: 4.2206 - success_ratio: 0.5747 - r_coeff: 0.0621 - val_loss: 4.6580 - val_success_ratio: 0.5500 - val_r_coeff: 0.0168
Epoch 327/6000
0s - loss: 4.2137 - success_ratio: 0.5747 - r_coeff: 0.0636 - val_loss: 4.6508 - val_success_ratio: 0.5500 - val_r_coeff: 0.0183
Epoch 328/6000
0s - loss: 4.2068 - success_ratio: 0.5772 - r_coeff: 0.0652 - val_loss: 4.6437 - val_success_ratio: 0.5500 - val_r_coeff: 0.0198
Epoch 329/6000
0s - loss: 4.2000 - success_ratio: 0.5823 - r_coeff: 0.0667 - val_loss: 4.6366 - val_success_ratio: 0.5500 - val_r_coeff: 0.0213
Epoch 330/6000
0s - loss: 4.1932 - success_ratio: 0.5848 - r_coeff: 0.0682 - val_loss: 4.6295 - val_success_ratio: 0.5500 - val_r_coeff: 0.0228
Epoch 331/6000
0s - loss: 4.1864 - success_ratio: 0.5848 - r_coeff: 0.0697 - val_loss: 4.6225 - val_success_ratio: 0.5500 - val_r_coeff: 0.0243
Epoch 332/6000
0s - loss: 4.1796 - success_ratio: 0.5848 - r_coeff: 0.0712 - val_loss: 4.6155 - val_success_ratio: 0.5500 - val_r_coeff: 0.0258
Epoch 333/6000
0s - loss: 4.1729 - success_ratio: 0.5873 - r_coeff: 0.0727 - val_loss: 4.6085 - val_success_ratio: 0.5500 - val_r_coeff: 0.0272
Epoch 334/6000
0s - loss: 4.1661 - success_ratio: 0.5873 - r_coeff: 0.0742 - val_loss: 4.6015 - val_success_ratio: 0.5500 - val_r_coeff: 0.0287
Epoch 335/6000
0s - loss: 4.1594 - success_ratio: 0.5848 - r_coeff: 0.0757 - val_loss: 4.5946 - val_success_ratio: 0.5500 - val_r_coeff: 0.0302
Epoch 336/6000
0s - loss: 4.1528 - success_ratio: 0.5848 - r_coeff: 0.0772 - val_loss: 4.5876 - val_success_ratio: 0.5500 - val_r_coeff: 0.0316
Epoch 337/6000
0s - loss: 4.1461 - success_ratio: 0.5848 - r_coeff: 0.0787 - val_loss: 4.5807 - val_success_ratio: 0.5500 - val_r_coeff: 0.0331
Epoch 338/6000
0s - loss: 4.1395 - success_ratio: 0.5848 - r_coeff: 0.0801 - val_loss: 4.5738 - val_success_ratio: 0.5500 - val_r_coeff: 0.0346
Epoch 339/6000
0s - loss: 4.1329 - success_ratio: 0.5848 - r_coeff: 0.0816 - val_loss: 4.5670 - val_success_ratio: 0.5500 - val_r_coeff: 0.0360
Epoch 340/6000
0s - loss: 4.1263 - success_ratio: 0.5848 - r_coeff: 0.0831 - val_loss: 4.5601 - val_success_ratio: 0.5500 - val_r_coeff: 0.0375
Epoch 341/6000
0s - loss: 4.1198 - success_ratio: 0.5848 - r_coeff: 0.0845 - val_loss: 4.5533 - val_success_ratio: 0.5600 - val_r_coeff: 0.0389
Epoch 342/6000
0s - loss: 4.1133 - success_ratio: 0.5848 - r_coeff: 0.0860 - val_loss: 4.5465 - val_success_ratio: 0.5600 - val_r_coeff: 0.0403
Epoch 343/6000
0s - loss: 4.1068 - success_ratio: 0.5848 - r_coeff: 0.0874 - val_loss: 4.5397 - val_success_ratio: 0.5600 - val_r_coeff: 0.0418
Epoch 344/6000
0s - loss: 4.1003 - success_ratio: 0.5848 - r_coeff: 0.0888 - val_loss: 4.5330 - val_success_ratio: 0.5700 - val_r_coeff: 0.0432
Epoch 345/6000
0s - loss: 4.0938 - success_ratio: 0.5848 - r_coeff: 0.0903 - val_loss: 4.5262 - val_success_ratio: 0.5700 - val_r_coeff: 0.0446
Epoch 346/6000
0s - loss: 4.0874 - success_ratio: 0.5873 - r_coeff: 0.0917 - val_loss: 4.5194 - val_success_ratio: 0.5700 - val_r_coeff: 0.0460
Epoch 347/6000
0s - loss: 4.0810 - success_ratio: 0.5873 - r_coeff: 0.0931 - val_loss: 4.5126 - val_success_ratio: 0.5700 - val_r_coeff: 0.0475
Epoch 348/6000
0s - loss: 4.0746 - success_ratio: 0.5873 - r_coeff: 0.0945 - val_loss: 4.5059 - val_success_ratio: 0.5700 - val_r_coeff: 0.0489
Epoch 349/6000
0s - loss: 4.0683 - success_ratio: 0.5873 - r_coeff: 0.0960 - val_loss: 4.4991 - val_success_ratio: 0.5700 - val_r_coeff: 0.0503
Epoch 350/6000
0s - loss: 4.0619 - success_ratio: 0.5873 - r_coeff: 0.0974 - val_loss: 4.4923 - val_success_ratio: 0.5700 - val_r_coeff: 0.0518
Epoch 351/6000
0s - loss: 4.0556 - success_ratio: 0.5873 - r_coeff: 0.0988 - val_loss: 4.4856 - val_success_ratio: 0.5700 - val_r_coeff: 0.0532
Epoch 352/6000
0s - loss: 4.0493 - success_ratio: 0.5873 - r_coeff: 0.1002 - val_loss: 4.4788 - val_success_ratio: 0.5700 - val_r_coeff: 0.0546
Epoch 353/6000
0s - loss: 4.0431 - success_ratio: 0.5873 - r_coeff: 0.1016 - val_loss: 4.4721 - val_success_ratio: 0.5600 - val_r_coeff: 0.0560
Epoch 354/6000
0s - loss: 4.0368 - success_ratio: 0.5873 - r_coeff: 0.1029 - val_loss: 4.4654 - val_success_ratio: 0.5800 - val_r_coeff: 0.0574
Epoch 355/6000
0s - loss: 4.0306 - success_ratio: 0.5899 - r_coeff: 0.1043 - val_loss: 4.4587 - val_success_ratio: 0.5800 - val_r_coeff: 0.0589
Epoch 356/6000
0s - loss: 4.0244 - success_ratio: 0.5899 - r_coeff: 0.1057 - val_loss: 4.4521 - val_success_ratio: 0.5800 - val_r_coeff: 0.0603
Epoch 357/6000
0s - loss: 4.0182 - success_ratio: 0.5899 - r_coeff: 0.1071 - val_loss: 4.4454 - val_success_ratio: 0.5800 - val_r_coeff: 0.0617
Epoch 358/6000
0s - loss: 4.0121 - success_ratio: 0.5975 - r_coeff: 0.1084 - val_loss: 4.4388 - val_success_ratio: 0.5800 - val_r_coeff: 0.0631
Epoch 359/6000
0s - loss: 4.0060 - success_ratio: 0.5975 - r_coeff: 0.1098 - val_loss: 4.4322 - val_success_ratio: 0.5800 - val_r_coeff: 0.0644
Epoch 360/6000
0s - loss: 3.9998 - success_ratio: 0.5975 - r_coeff: 0.1112 - val_loss: 4.4257 - val_success_ratio: 0.5800 - val_r_coeff: 0.0658
Epoch 361/6000
0s - loss: 3.9938 - success_ratio: 0.6000 - r_coeff: 0.1125 - val_loss: 4.4192 - val_success_ratio: 0.5800 - val_r_coeff: 0.0672
Epoch 362/6000
0s - loss: 3.9877 - success_ratio: 0.5949 - r_coeff: 0.1139 - val_loss: 4.4127 - val_success_ratio: 0.5800 - val_r_coeff: 0.0686
Epoch 363/6000
0s - loss: 3.9817 - success_ratio: 0.5949 - r_coeff: 0.1152 - val_loss: 4.4063 - val_success_ratio: 0.5800 - val_r_coeff: 0.0699
Epoch 364/6000
0s - loss: 3.9756 - success_ratio: 0.5975 - r_coeff: 0.1165 - val_loss: 4.3998 - val_success_ratio: 0.5800 - val_r_coeff: 0.0713
Epoch 365/6000
0s - loss: 3.9696 - success_ratio: 0.5975 - r_coeff: 0.1179 - val_loss: 4.3934 - val_success_ratio: 0.5800 - val_r_coeff: 0.0726
Epoch 366/6000
0s - loss: 3.9637 - success_ratio: 0.5975 - r_coeff: 0.1192 - val_loss: 4.3871 - val_success_ratio: 0.5800 - val_r_coeff: 0.0740
Epoch 367/6000
0s - loss: 3.9577 - success_ratio: 0.6000 - r_coeff: 0.1205 - val_loss: 4.3807 - val_success_ratio: 0.5800 - val_r_coeff: 0.0753
Epoch 368/6000
0s - loss: 3.9518 - success_ratio: 0.6000 - r_coeff: 0.1218 - val_loss: 4.3744 - val_success_ratio: 0.5800 - val_r_coeff: 0.0766
Epoch 369/6000
0s - loss: 3.9459 - success_ratio: 0.6000 - r_coeff: 0.1232 - val_loss: 4.3682 - val_success_ratio: 0.5800 - val_r_coeff: 0.0780
Epoch 370/6000
0s - loss: 3.9400 - success_ratio: 0.6025 - r_coeff: 0.1245 - val_loss: 4.3619 - val_success_ratio: 0.5800 - val_r_coeff: 0.0793
Epoch 371/6000
0s - loss: 3.9341 - success_ratio: 0.6025 - r_coeff: 0.1258 - val_loss: 4.3557 - val_success_ratio: 0.5800 - val_r_coeff: 0.0806
Epoch 372/6000
0s - loss: 3.9283 - success_ratio: 0.6025 - r_coeff: 0.1271 - val_loss: 4.3495 - val_success_ratio: 0.5900 - val_r_coeff: 0.0819
Epoch 373/6000
0s - loss: 3.9225 - success_ratio: 0.6000 - r_coeff: 0.1284 - val_loss: 4.3434 - val_success_ratio: 0.5900 - val_r_coeff: 0.0832
Epoch 374/6000
0s - loss: 3.9167 - success_ratio: 0.6025 - r_coeff: 0.1296 - val_loss: 4.3373 - val_success_ratio: 0.5900 - val_r_coeff: 0.0845
Epoch 375/6000
0s - loss: 3.9109 - success_ratio: 0.6025 - r_coeff: 0.1309 - val_loss: 4.3312 - val_success_ratio: 0.5900 - val_r_coeff: 0.0858
Epoch 376/6000
0s - loss: 3.9051 - success_ratio: 0.6025 - r_coeff: 0.1322 - val_loss: 4.3251 - val_success_ratio: 0.5900 - val_r_coeff: 0.0871
Epoch 377/6000
0s - loss: 3.8994 - success_ratio: 0.6025 - r_coeff: 0.1335 - val_loss: 4.3191 - val_success_ratio: 0.5900 - val_r_coeff: 0.0883
Epoch 378/6000
0s - loss: 3.8936 - success_ratio: 0.6051 - r_coeff: 0.1348 - val_loss: 4.3131 - val_success_ratio: 0.5900 - val_r_coeff: 0.0896
Epoch 379/6000
0s - loss: 3.8879 - success_ratio: 0.6076 - r_coeff: 0.1360 - val_loss: 4.3071 - val_success_ratio: 0.5900 - val_r_coeff: 0.0909
Epoch 380/6000
0s - loss: 3.8822 - success_ratio: 0.6076 - r_coeff: 0.1373 - val_loss: 4.3012 - val_success_ratio: 0.5900 - val_r_coeff: 0.0921
Epoch 381/6000
0s - loss: 3.8766 - success_ratio: 0.6101 - r_coeff: 0.1386 - val_loss: 4.2952 - val_success_ratio: 0.5900 - val_r_coeff: 0.0934
Epoch 382/6000
0s - loss: 3.8709 - success_ratio: 0.6101 - r_coeff: 0.1398 - val_loss: 4.2893 - val_success_ratio: 0.5900 - val_r_coeff: 0.0946
Epoch 383/6000
0s - loss: 3.8653 - success_ratio: 0.6101 - r_coeff: 0.1411 - val_loss: 4.2834 - val_success_ratio: 0.5900 - val_r_coeff: 0.0959
Epoch 384/6000
0s - loss: 3.8597 - success_ratio: 0.6127 - r_coeff: 0.1423 - val_loss: 4.2775 - val_success_ratio: 0.5900 - val_r_coeff: 0.0971
Epoch 385/6000
0s - loss: 3.8541 - success_ratio: 0.6127 - r_coeff: 0.1436 - val_loss: 4.2716 - val_success_ratio: 0.5900 - val_r_coeff: 0.0984
Epoch 386/6000
0s - loss: 3.8485 - success_ratio: 0.6127 - r_coeff: 0.1448 - val_loss: 4.2656 - val_success_ratio: 0.5900 - val_r_coeff: 0.0996
Epoch 387/6000
0s - loss: 3.8430 - success_ratio: 0.6127 - r_coeff: 0.1460 - val_loss: 4.2597 - val_success_ratio: 0.5900 - val_r_coeff: 0.1009
Epoch 388/6000
0s - loss: 3.8374 - success_ratio: 0.6127 - r_coeff: 0.1473 - val_loss: 4.2538 - val_success_ratio: 0.5900 - val_r_coeff: 0.1021
Epoch 389/6000
0s - loss: 3.8319 - success_ratio: 0.6127 - r_coeff: 0.1485 - val_loss: 4.2479 - val_success_ratio: 0.5900 - val_r_coeff: 0.1034
Epoch 390/6000
0s - loss: 3.8264 - success_ratio: 0.6127 - r_coeff: 0.1497 - val_loss: 4.2420 - val_success_ratio: 0.5900 - val_r_coeff: 0.1046
Epoch 391/6000
0s - loss: 3.8210 - success_ratio: 0.6127 - r_coeff: 0.1509 - val_loss: 4.2360 - val_success_ratio: 0.5900 - val_r_coeff: 0.1059
Epoch 392/6000
0s - loss: 3.8155 - success_ratio: 0.6127 - r_coeff: 0.1521 - val_loss: 4.2302 - val_success_ratio: 0.6000 - val_r_coeff: 0.1071
Epoch 393/6000
0s - loss: 3.8101 - success_ratio: 0.6127 - r_coeff: 0.1533 - val_loss: 4.2244 - val_success_ratio: 0.6000 - val_r_coeff: 0.1083
Epoch 394/6000
0s - loss: 3.8046 - success_ratio: 0.6101 - r_coeff: 0.1545 - val_loss: 4.2187 - val_success_ratio: 0.6000 - val_r_coeff: 0.1095
Epoch 395/6000
0s - loss: 3.7992 - success_ratio: 0.6127 - r_coeff: 0.1557 - val_loss: 4.2129 - val_success_ratio: 0.6000 - val_r_coeff: 0.1107
Epoch 396/6000
0s - loss: 3.7939 - success_ratio: 0.6127 - r_coeff: 0.1569 - val_loss: 4.2071 - val_success_ratio: 0.6000 - val_r_coeff: 0.1120
Epoch 397/6000
0s - loss: 3.7886 - success_ratio: 0.6127 - r_coeff: 0.1581 - val_loss: 4.2014 - val_success_ratio: 0.6000 - val_r_coeff: 0.1132
Epoch 398/6000
0s - loss: 3.7833 - success_ratio: 0.6152 - r_coeff: 0.1593 - val_loss: 4.1956 - val_success_ratio: 0.6000 - val_r_coeff: 0.1144
Epoch 399/6000
0s - loss: 3.7780 - success_ratio: 0.6152 - r_coeff: 0.1605 - val_loss: 4.1899 - val_success_ratio: 0.6000 - val_r_coeff: 0.1156
Epoch 400/6000
0s - loss: 3.7727 - success_ratio: 0.6152 - r_coeff: 0.1616 - val_loss: 4.1841 - val_success_ratio: 0.6000 - val_r_coeff: 0.1168
Epoch 401/6000
0s - loss: 3.7675 - success_ratio: 0.6152 - r_coeff: 0.1628 - val_loss: 4.1784 - val_success_ratio: 0.6000 - val_r_coeff: 0.1180
Epoch 402/6000
0s - loss: 3.7622 - success_ratio: 0.6203 - r_coeff: 0.1640 - val_loss: 4.1727 - val_success_ratio: 0.6000 - val_r_coeff: 0.1192
Epoch 403/6000
0s - loss: 3.7570 - success_ratio: 0.6228 - r_coeff: 0.1651 - val_loss: 4.1669 - val_success_ratio: 0.6000 - val_r_coeff: 0.1205
Epoch 404/6000
0s - loss: 3.7518 - success_ratio: 0.6278 - r_coeff: 0.1663 - val_loss: 4.1611 - val_success_ratio: 0.6000 - val_r_coeff: 0.1217
Epoch 405/6000
0s - loss: 3.7466 - success_ratio: 0.6278 - r_coeff: 0.1674 - val_loss: 4.1554 - val_success_ratio: 0.6000 - val_r_coeff: 0.1229
Epoch 406/6000
0s - loss: 3.7414 - success_ratio: 0.6329 - r_coeff: 0.1686 - val_loss: 4.1496 - val_success_ratio: 0.6100 - val_r_coeff: 0.1241
Epoch 407/6000
0s - loss: 3.7362 - success_ratio: 0.6329 - r_coeff: 0.1697 - val_loss: 4.1438 - val_success_ratio: 0.6200 - val_r_coeff: 0.1253
Epoch 408/6000
0s - loss: 3.7311 - success_ratio: 0.6329 - r_coeff: 0.1709 - val_loss: 4.1381 - val_success_ratio: 0.6200 - val_r_coeff: 0.1265
Epoch 409/6000
0s - loss: 3.7259 - success_ratio: 0.6329 - r_coeff: 0.1720 - val_loss: 4.1323 - val_success_ratio: 0.6200 - val_r_coeff: 0.1278
Epoch 410/6000
0s - loss: 3.7208 - success_ratio: 0.6380 - r_coeff: 0.1732 - val_loss: 4.1266 - val_success_ratio: 0.6200 - val_r_coeff: 0.1290
Epoch 411/6000
0s - loss: 3.7157 - success_ratio: 0.6380 - r_coeff: 0.1743 - val_loss: 4.1208 - val_success_ratio: 0.6100 - val_r_coeff: 0.1302
Epoch 412/6000
0s - loss: 3.7106 - success_ratio: 0.6380 - r_coeff: 0.1754 - val_loss: 4.1151 - val_success_ratio: 0.6100 - val_r_coeff: 0.1314
Epoch 413/6000
0s - loss: 3.7056 - success_ratio: 0.6405 - r_coeff: 0.1766 - val_loss: 4.1094 - val_success_ratio: 0.6100 - val_r_coeff: 0.1326
Epoch 414/6000
0s - loss: 3.7005 - success_ratio: 0.6405 - r_coeff: 0.1777 - val_loss: 4.1038 - val_success_ratio: 0.6200 - val_r_coeff: 0.1338
Epoch 415/6000
0s - loss: 3.6955 - success_ratio: 0.6405 - r_coeff: 0.1788 - val_loss: 4.0981 - val_success_ratio: 0.6200 - val_r_coeff: 0.1350
Epoch 416/6000
0s - loss: 3.6904 - success_ratio: 0.6430 - r_coeff: 0.1799 - val_loss: 4.0924 - val_success_ratio: 0.6200 - val_r_coeff: 0.1362
Epoch 417/6000
0s - loss: 3.6854 - success_ratio: 0.6430 - r_coeff: 0.1810 - val_loss: 4.0868 - val_success_ratio: 0.6200 - val_r_coeff: 0.1374
Epoch 418/6000
0s - loss: 3.6804 - success_ratio: 0.6405 - r_coeff: 0.1822 - val_loss: 4.0811 - val_success_ratio: 0.6300 - val_r_coeff: 0.1386
Epoch 419/6000
0s - loss: 3.6754 - success_ratio: 0.6405 - r_coeff: 0.1833 - val_loss: 4.0755 - val_success_ratio: 0.6300 - val_r_coeff: 0.1397
Epoch 420/6000
0s - loss: 3.6704 - success_ratio: 0.6405 - r_coeff: 0.1844 - val_loss: 4.0700 - val_success_ratio: 0.6300 - val_r_coeff: 0.1409
Epoch 421/6000
0s - loss: 3.6655 - success_ratio: 0.6430 - r_coeff: 0.1855 - val_loss: 4.0644 - val_success_ratio: 0.6300 - val_r_coeff: 0.1421
Epoch 422/6000
0s - loss: 3.6605 - success_ratio: 0.6430 - r_coeff: 0.1866 - val_loss: 4.0589 - val_success_ratio: 0.6300 - val_r_coeff: 0.1432
Epoch 423/6000
0s - loss: 3.6556 - success_ratio: 0.6430 - r_coeff: 0.1877 - val_loss: 4.0535 - val_success_ratio: 0.6300 - val_r_coeff: 0.1444
Epoch 424/6000
0s - loss: 3.6507 - success_ratio: 0.6430 - r_coeff: 0.1888 - val_loss: 4.0480 - val_success_ratio: 0.6300 - val_r_coeff: 0.1455
Epoch 425/6000
0s - loss: 3.6458 - success_ratio: 0.6430 - r_coeff: 0.1898 - val_loss: 4.0426 - val_success_ratio: 0.6300 - val_r_coeff: 0.1467
Epoch 426/6000
0s - loss: 3.6409 - success_ratio: 0.6456 - r_coeff: 0.1909 - val_loss: 4.0372 - val_success_ratio: 0.6300 - val_r_coeff: 0.1478
Epoch 427/6000
0s - loss: 3.6360 - success_ratio: 0.6481 - r_coeff: 0.1920 - val_loss: 4.0318 - val_success_ratio: 0.6400 - val_r_coeff: 0.1490
Epoch 428/6000
0s - loss: 3.6312 - success_ratio: 0.6481 - r_coeff: 0.1931 - val_loss: 4.0265 - val_success_ratio: 0.6300 - val_r_coeff: 0.1501
Epoch 429/6000
0s - loss: 3.6264 - success_ratio: 0.6456 - r_coeff: 0.1942 - val_loss: 4.0213 - val_success_ratio: 0.6300 - val_r_coeff: 0.1512
Epoch 430/6000
0s - loss: 3.6215 - success_ratio: 0.6456 - r_coeff: 0.1952 - val_loss: 4.0160 - val_success_ratio: 0.6300 - val_r_coeff: 0.1523
Epoch 431/6000
0s - loss: 3.6167 - success_ratio: 0.6430 - r_coeff: 0.1963 - val_loss: 4.0109 - val_success_ratio: 0.6300 - val_r_coeff: 0.1534
Epoch 432/6000
0s - loss: 3.6120 - success_ratio: 0.6430 - r_coeff: 0.1974 - val_loss: 4.0057 - val_success_ratio: 0.6300 - val_r_coeff: 0.1545
Epoch 433/6000
0s - loss: 3.6072 - success_ratio: 0.6430 - r_coeff: 0.1984 - val_loss: 4.0007 - val_success_ratio: 0.6300 - val_r_coeff: 0.1555
Epoch 434/6000
0s - loss: 3.6024 - success_ratio: 0.6456 - r_coeff: 0.1995 - val_loss: 3.9956 - val_success_ratio: 0.6300 - val_r_coeff: 0.1566
Epoch 435/6000
0s - loss: 3.5977 - success_ratio: 0.6456 - r_coeff: 0.2005 - val_loss: 3.9905 - val_success_ratio: 0.6300 - val_r_coeff: 0.1577
Epoch 436/6000
0s - loss: 3.5929 - success_ratio: 0.6456 - r_coeff: 0.2016 - val_loss: 3.9854 - val_success_ratio: 0.6300 - val_r_coeff: 0.1588
Epoch 437/6000
0s - loss: 3.5882 - success_ratio: 0.6456 - r_coeff: 0.2026 - val_loss: 3.9803 - val_success_ratio: 0.6300 - val_r_coeff: 0.1598
Epoch 438/6000
0s - loss: 3.5834 - success_ratio: 0.6456 - r_coeff: 0.2037 - val_loss: 3.9752 - val_success_ratio: 0.6300 - val_r_coeff: 0.1609
Epoch 439/6000
0s - loss: 3.5787 - success_ratio: 0.6456 - r_coeff: 0.2047 - val_loss: 3.9701 - val_success_ratio: 0.6300 - val_r_coeff: 0.1620
Epoch 440/6000
0s - loss: 3.5740 - success_ratio: 0.6456 - r_coeff: 0.2058 - val_loss: 3.9650 - val_success_ratio: 0.6300 - val_r_coeff: 0.1631
Epoch 441/6000
0s - loss: 3.5693 - success_ratio: 0.6481 - r_coeff: 0.2068 - val_loss: 3.9600 - val_success_ratio: 0.6300 - val_r_coeff: 0.1641
Epoch 442/6000
0s - loss: 3.5647 - success_ratio: 0.6481 - r_coeff: 0.2079 - val_loss: 3.9549 - val_success_ratio: 0.6300 - val_r_coeff: 0.1652
Epoch 443/6000
0s - loss: 3.5600 - success_ratio: 0.6456 - r_coeff: 0.2089 - val_loss: 3.9498 - val_success_ratio: 0.6500 - val_r_coeff: 0.1663
Epoch 444/6000
0s - loss: 3.5554 - success_ratio: 0.6456 - r_coeff: 0.2099 - val_loss: 3.9447 - val_success_ratio: 0.6500 - val_r_coeff: 0.1674
Epoch 445/6000
0s - loss: 3.5508 - success_ratio: 0.6456 - r_coeff: 0.2110 - val_loss: 3.9396 - val_success_ratio: 0.6600 - val_r_coeff: 0.1684
Epoch 446/6000
0s - loss: 3.5462 - success_ratio: 0.6456 - r_coeff: 0.2120 - val_loss: 3.9345 - val_success_ratio: 0.6700 - val_r_coeff: 0.1695
Epoch 447/6000
0s - loss: 3.5416 - success_ratio: 0.6456 - r_coeff: 0.2130 - val_loss: 3.9294 - val_success_ratio: 0.6700 - val_r_coeff: 0.1706
Epoch 448/6000
0s - loss: 3.5370 - success_ratio: 0.6430 - r_coeff: 0.2140 - val_loss: 3.9243 - val_success_ratio: 0.6700 - val_r_coeff: 0.1717
Epoch 449/6000
0s - loss: 3.5324 - success_ratio: 0.6430 - r_coeff: 0.2150 - val_loss: 3.9192 - val_success_ratio: 0.6800 - val_r_coeff: 0.1727
Epoch 450/6000
0s - loss: 3.5279 - success_ratio: 0.6430 - r_coeff: 0.2160 - val_loss: 3.9141 - val_success_ratio: 0.6800 - val_r_coeff: 0.1738
Epoch 451/6000
0s - loss: 3.5234 - success_ratio: 0.6430 - r_coeff: 0.2170 - val_loss: 3.9089 - val_success_ratio: 0.6800 - val_r_coeff: 0.1749
Epoch 452/6000
0s - loss: 3.5189 - success_ratio: 0.6430 - r_coeff: 0.2180 - val_loss: 3.9038 - val_success_ratio: 0.6800 - val_r_coeff: 0.1760
Epoch 453/6000
0s - loss: 3.5144 - success_ratio: 0.6456 - r_coeff: 0.2190 - val_loss: 3.8986 - val_success_ratio: 0.6800 - val_r_coeff: 0.1771
Epoch 454/6000
0s - loss: 3.5099 - success_ratio: 0.6456 - r_coeff: 0.2200 - val_loss: 3.8935 - val_success_ratio: 0.6800 - val_r_coeff: 0.1782
Epoch 455/6000
0s - loss: 3.5054 - success_ratio: 0.6481 - r_coeff: 0.2210 - val_loss: 3.8884 - val_success_ratio: 0.6800 - val_r_coeff: 0.1792
Epoch 456/6000
0s - loss: 3.5010 - success_ratio: 0.6481 - r_coeff: 0.2220 - val_loss: 3.8832 - val_success_ratio: 0.6800 - val_r_coeff: 0.1803
Epoch 457/6000
0s - loss: 3.4965 - success_ratio: 0.6506 - r_coeff: 0.2230 - val_loss: 3.8781 - val_success_ratio: 0.6800 - val_r_coeff: 0.1814
Epoch 458/6000
0s - loss: 3.4921 - success_ratio: 0.6506 - r_coeff: 0.2240 - val_loss: 3.8730 - val_success_ratio: 0.6800 - val_r_coeff: 0.1825
Epoch 459/6000
0s - loss: 3.4877 - success_ratio: 0.6506 - r_coeff: 0.2250 - val_loss: 3.8679 - val_success_ratio: 0.6800 - val_r_coeff: 0.1836
Epoch 460/6000
0s - loss: 3.4833 - success_ratio: 0.6532 - r_coeff: 0.2260 - val_loss: 3.8628 - val_success_ratio: 0.6900 - val_r_coeff: 0.1846
Epoch 461/6000
0s - loss: 3.4789 - success_ratio: 0.6532 - r_coeff: 0.2269 - val_loss: 3.8578 - val_success_ratio: 0.7000 - val_r_coeff: 0.1857
Epoch 462/6000
0s - loss: 3.4745 - success_ratio: 0.6557 - r_coeff: 0.2279 - val_loss: 3.8528 - val_success_ratio: 0.7100 - val_r_coeff: 0.1868
Epoch 463/6000
0s - loss: 3.4702 - success_ratio: 0.6557 - r_coeff: 0.2289 - val_loss: 3.8478 - val_success_ratio: 0.7100 - val_r_coeff: 0.1878
Epoch 464/6000
0s - loss: 3.4658 - success_ratio: 0.6557 - r_coeff: 0.2298 - val_loss: 3.8428 - val_success_ratio: 0.7100 - val_r_coeff: 0.1889
Epoch 465/6000
0s - loss: 3.4615 - success_ratio: 0.6557 - r_coeff: 0.2308 - val_loss: 3.8378 - val_success_ratio: 0.7100 - val_r_coeff: 0.1899
Epoch 466/6000
0s - loss: 3.4572 - success_ratio: 0.6557 - r_coeff: 0.2318 - val_loss: 3.8329 - val_success_ratio: 0.7100 - val_r_coeff: 0.1909
Epoch 467/6000
0s - loss: 3.4529 - success_ratio: 0.6557 - r_coeff: 0.2327 - val_loss: 3.8281 - val_success_ratio: 0.7100 - val_r_coeff: 0.1920
Epoch 468/6000
0s - loss: 3.4485 - success_ratio: 0.6557 - r_coeff: 0.2337 - val_loss: 3.8233 - val_success_ratio: 0.7100 - val_r_coeff: 0.1930
Epoch 469/6000
0s - loss: 3.4442 - success_ratio: 0.6582 - r_coeff: 0.2346 - val_loss: 3.8186 - val_success_ratio: 0.7100 - val_r_coeff: 0.1940
Epoch 470/6000
0s - loss: 3.4399 - success_ratio: 0.6582 - r_coeff: 0.2356 - val_loss: 3.8139 - val_success_ratio: 0.7100 - val_r_coeff: 0.1950
Epoch 471/6000
0s - loss: 3.4357 - success_ratio: 0.6582 - r_coeff: 0.2365 - val_loss: 3.8093 - val_success_ratio: 0.7100 - val_r_coeff: 0.1959
Epoch 472/6000
0s - loss: 3.4314 - success_ratio: 0.6582 - r_coeff: 0.2375 - val_loss: 3.8047 - val_success_ratio: 0.7100 - val_r_coeff: 0.1969
Epoch 473/6000
0s - loss: 3.4271 - success_ratio: 0.6582 - r_coeff: 0.2384 - val_loss: 3.8001 - val_success_ratio: 0.7100 - val_r_coeff: 0.1979
Epoch 474/6000
0s - loss: 3.4229 - success_ratio: 0.6582 - r_coeff: 0.2394 - val_loss: 3.7957 - val_success_ratio: 0.7100 - val_r_coeff: 0.1988
Epoch 475/6000
0s - loss: 3.4187 - success_ratio: 0.6608 - r_coeff: 0.2403 - val_loss: 3.7913 - val_success_ratio: 0.7100 - val_r_coeff: 0.1997
Epoch 476/6000
0s - loss: 3.4145 - success_ratio: 0.6608 - r_coeff: 0.2412 - val_loss: 3.7869 - val_success_ratio: 0.7100 - val_r_coeff: 0.2007
Epoch 477/6000
0s - loss: 3.4103 - success_ratio: 0.6633 - r_coeff: 0.2422 - val_loss: 3.7826 - val_success_ratio: 0.7100 - val_r_coeff: 0.2016
Epoch 478/6000
0s - loss: 3.4061 - success_ratio: 0.6658 - r_coeff: 0.2431 - val_loss: 3.7784 - val_success_ratio: 0.7100 - val_r_coeff: 0.2025
Epoch 479/6000
0s - loss: 3.4019 - success_ratio: 0.6633 - r_coeff: 0.2440 - val_loss: 3.7741 - val_success_ratio: 0.7100 - val_r_coeff: 0.2034
Epoch 480/6000
0s - loss: 3.3977 - success_ratio: 0.6633 - r_coeff: 0.2450 - val_loss: 3.7700 - val_success_ratio: 0.7100 - val_r_coeff: 0.2042
Epoch 481/6000
0s - loss: 3.3936 - success_ratio: 0.6633 - r_coeff: 0.2459 - val_loss: 3.7658 - val_success_ratio: 0.7100 - val_r_coeff: 0.2051
Epoch 482/6000
0s - loss: 3.3894 - success_ratio: 0.6633 - r_coeff: 0.2468 - val_loss: 3.7616 - val_success_ratio: 0.7100 - val_r_coeff: 0.2060
Epoch 483/6000
0s - loss: 3.3853 - success_ratio: 0.6633 - r_coeff: 0.2477 - val_loss: 3.7575 - val_success_ratio: 0.7100 - val_r_coeff: 0.2069
Epoch 484/6000
0s - loss: 3.3812 - success_ratio: 0.6633 - r_coeff: 0.2486 - val_loss: 3.7533 - val_success_ratio: 0.7100 - val_r_coeff: 0.2077
Epoch 485/6000
0s - loss: 3.3771 - success_ratio: 0.6633 - r_coeff: 0.2495 - val_loss: 3.7492 - val_success_ratio: 0.7100 - val_r_coeff: 0.2086
Epoch 486/6000
0s - loss: 3.3731 - success_ratio: 0.6608 - r_coeff: 0.2504 - val_loss: 3.7450 - val_success_ratio: 0.7100 - val_r_coeff: 0.2095
Epoch 487/6000
0s - loss: 3.3690 - success_ratio: 0.6608 - r_coeff: 0.2513 - val_loss: 3.7408 - val_success_ratio: 0.7100 - val_r_coeff: 0.2104
Epoch 488/6000
0s - loss: 3.3650 - success_ratio: 0.6608 - r_coeff: 0.2522 - val_loss: 3.7366 - val_success_ratio: 0.7100 - val_r_coeff: 0.2113
Epoch 489/6000
0s - loss: 3.3609 - success_ratio: 0.6658 - r_coeff: 0.2531 - val_loss: 3.7324 - val_success_ratio: 0.7200 - val_r_coeff: 0.2122
Epoch 490/6000
0s - loss: 3.3569 - success_ratio: 0.6684 - r_coeff: 0.2540 - val_loss: 3.7282 - val_success_ratio: 0.7300 - val_r_coeff: 0.2131
Epoch 491/6000
0s - loss: 3.3529 - success_ratio: 0.6684 - r_coeff: 0.2549 - val_loss: 3.7239 - val_success_ratio: 0.7300 - val_r_coeff: 0.2140
Epoch 492/6000
0s - loss: 3.3489 - success_ratio: 0.6709 - r_coeff: 0.2558 - val_loss: 3.7197 - val_success_ratio: 0.7300 - val_r_coeff: 0.2148
Epoch 493/6000
0s - loss: 3.3450 - success_ratio: 0.6684 - r_coeff: 0.2567 - val_loss: 3.7154 - val_success_ratio: 0.7300 - val_r_coeff: 0.2157
Epoch 494/6000
0s - loss: 3.3410 - success_ratio: 0.6734 - r_coeff: 0.2576 - val_loss: 3.7111 - val_success_ratio: 0.7300 - val_r_coeff: 0.2167
Epoch 495/6000
0s - loss: 3.3371 - success_ratio: 0.6759 - r_coeff: 0.2584 - val_loss: 3.7069 - val_success_ratio: 0.7300 - val_r_coeff: 0.2176
Epoch 496/6000
0s - loss: 3.3331 - success_ratio: 0.6759 - r_coeff: 0.2593 - val_loss: 3.7026 - val_success_ratio: 0.7300 - val_r_coeff: 0.2185
Epoch 497/6000
0s - loss: 3.3292 - success_ratio: 0.6759 - r_coeff: 0.2602 - val_loss: 3.6983 - val_success_ratio: 0.7300 - val_r_coeff: 0.2194
Epoch 498/6000
0s - loss: 3.3253 - success_ratio: 0.6759 - r_coeff: 0.2611 - val_loss: 3.6940 - val_success_ratio: 0.7300 - val_r_coeff: 0.2203
Epoch 499/6000
0s - loss: 3.3214 - success_ratio: 0.6759 - r_coeff: 0.2619 - val_loss: 3.6897 - val_success_ratio: 0.7300 - val_r_coeff: 0.2212
Epoch 500/6000
0s - loss: 3.3176 - success_ratio: 0.6785 - r_coeff: 0.2628 - val_loss: 3.6854 - val_success_ratio: 0.7300 - val_r_coeff: 0.2221
Epoch 501/6000
0s - loss: 3.3137 - success_ratio: 0.6785 - r_coeff: 0.2636 - val_loss: 3.6811 - val_success_ratio: 0.7300 - val_r_coeff: 0.2230
Epoch 502/6000
0s - loss: 3.3099 - success_ratio: 0.6734 - r_coeff: 0.2645 - val_loss: 3.6769 - val_success_ratio: 0.7300 - val_r_coeff: 0.2239
Epoch 503/6000
0s - loss: 3.3060 - success_ratio: 0.6734 - r_coeff: 0.2653 - val_loss: 3.6726 - val_success_ratio: 0.7300 - val_r_coeff: 0.2248
Epoch 504/6000
0s - loss: 3.3022 - success_ratio: 0.6734 - r_coeff: 0.2662 - val_loss: 3.6685 - val_success_ratio: 0.7300 - val_r_coeff: 0.2257
Epoch 505/6000
0s - loss: 3.2984 - success_ratio: 0.6734 - r_coeff: 0.2670 - val_loss: 3.6643 - val_success_ratio: 0.7300 - val_r_coeff: 0.2265
Epoch 506/6000
0s - loss: 3.2946 - success_ratio: 0.6709 - r_coeff: 0.2679 - val_loss: 3.6602 - val_success_ratio: 0.7300 - val_r_coeff: 0.2274
Epoch 507/6000
0s - loss: 3.2908 - success_ratio: 0.6709 - r_coeff: 0.2687 - val_loss: 3.6562 - val_success_ratio: 0.7300 - val_r_coeff: 0.2283
Epoch 508/6000
0s - loss: 3.2870 - success_ratio: 0.6709 - r_coeff: 0.2696 - val_loss: 3.6521 - val_success_ratio: 0.7300 - val_r_coeff: 0.2291
Epoch 509/6000
0s - loss: 3.2832 - success_ratio: 0.6709 - r_coeff: 0.2704 - val_loss: 3.6482 - val_success_ratio: 0.7300 - val_r_coeff: 0.2299
Epoch 510/6000
0s - loss: 3.2795 - success_ratio: 0.6709 - r_coeff: 0.2712 - val_loss: 3.6442 - val_success_ratio: 0.7300 - val_r_coeff: 0.2308
Epoch 511/6000
0s - loss: 3.2757 - success_ratio: 0.6734 - r_coeff: 0.2721 - val_loss: 3.6403 - val_success_ratio: 0.7300 - val_r_coeff: 0.2316
Epoch 512/6000
0s - loss: 3.2720 - success_ratio: 0.6734 - r_coeff: 0.2729 - val_loss: 3.6364 - val_success_ratio: 0.7300 - val_r_coeff: 0.2324
Epoch 513/6000
0s - loss: 3.2683 - success_ratio: 0.6734 - r_coeff: 0.2737 - val_loss: 3.6325 - val_success_ratio: 0.7300 - val_r_coeff: 0.2333
Epoch 514/6000
0s - loss: 3.2646 - success_ratio: 0.6785 - r_coeff: 0.2745 - val_loss: 3.6286 - val_success_ratio: 0.7300 - val_r_coeff: 0.2341
Epoch 515/6000
0s - loss: 3.2609 - success_ratio: 0.6785 - r_coeff: 0.2754 - val_loss: 3.6247 - val_success_ratio: 0.7300 - val_r_coeff: 0.2349
Epoch 516/6000
0s - loss: 3.2572 - success_ratio: 0.6785 - r_coeff: 0.2762 - val_loss: 3.6209 - val_success_ratio: 0.7300 - val_r_coeff: 0.2357
Epoch 517/6000
0s - loss: 3.2536 - success_ratio: 0.6785 - r_coeff: 0.2770 - val_loss: 3.6170 - val_success_ratio: 0.7300 - val_r_coeff: 0.2365
Epoch 518/6000
0s - loss: 3.2499 - success_ratio: 0.6785 - r_coeff: 0.2778 - val_loss: 3.6132 - val_success_ratio: 0.7300 - val_r_coeff: 0.2373
Epoch 519/6000
0s - loss: 3.2463 - success_ratio: 0.6785 - r_coeff: 0.2786 - val_loss: 3.6095 - val_success_ratio: 0.7300 - val_r_coeff: 0.2381
Epoch 520/6000
0s - loss: 3.2427 - success_ratio: 0.6861 - r_coeff: 0.2794 - val_loss: 3.6057 - val_success_ratio: 0.7300 - val_r_coeff: 0.2389
Epoch 521/6000
0s - loss: 3.2391 - success_ratio: 0.6835 - r_coeff: 0.2802 - val_loss: 3.6020 - val_success_ratio: 0.7300 - val_r_coeff: 0.2397
Epoch 522/6000
0s - loss: 3.2355 - success_ratio: 0.6835 - r_coeff: 0.2810 - val_loss: 3.5982 - val_success_ratio: 0.7300 - val_r_coeff: 0.2405
Epoch 523/6000
0s - loss: 3.2319 - success_ratio: 0.6835 - r_coeff: 0.2818 - val_loss: 3.5945 - val_success_ratio: 0.7200 - val_r_coeff: 0.2413
Epoch 524/6000
0s - loss: 3.2283 - success_ratio: 0.6835 - r_coeff: 0.2826 - val_loss: 3.5908 - val_success_ratio: 0.7200 - val_r_coeff: 0.2421
Epoch 525/6000
0s - loss: 3.2247 - success_ratio: 0.6835 - r_coeff: 0.2834 - val_loss: 3.5871 - val_success_ratio: 0.7200 - val_r_coeff: 0.2428
Epoch 526/6000
0s - loss: 3.2211 - success_ratio: 0.6835 - r_coeff: 0.2842 - val_loss: 3.5835 - val_success_ratio: 0.7200 - val_r_coeff: 0.2436
Epoch 527/6000
0s - loss: 3.2176 - success_ratio: 0.6835 - r_coeff: 0.2850 - val_loss: 3.5798 - val_success_ratio: 0.7200 - val_r_coeff: 0.2444
Epoch 528/6000
0s - loss: 3.2140 - success_ratio: 0.6835 - r_coeff: 0.2858 - val_loss: 3.5763 - val_success_ratio: 0.7200 - val_r_coeff: 0.2451
Epoch 529/6000
0s - loss: 3.2105 - success_ratio: 0.6861 - r_coeff: 0.2866 - val_loss: 3.5727 - val_success_ratio: 0.7200 - val_r_coeff: 0.2459
Epoch 530/6000
0s - loss: 3.2070 - success_ratio: 0.6861 - r_coeff: 0.2874 - val_loss: 3.5692 - val_success_ratio: 0.7200 - val_r_coeff: 0.2466
Epoch 531/6000
0s - loss: 3.2035 - success_ratio: 0.6861 - r_coeff: 0.2881 - val_loss: 3.5657 - val_success_ratio: 0.7200 - val_r_coeff: 0.2474
Epoch 532/6000
0s - loss: 3.2000 - success_ratio: 0.6861 - r_coeff: 0.2889 - val_loss: 3.5622 - val_success_ratio: 0.7200 - val_r_coeff: 0.2481
Epoch 533/6000
0s - loss: 3.1965 - success_ratio: 0.6886 - r_coeff: 0.2897 - val_loss: 3.5587 - val_success_ratio: 0.7200 - val_r_coeff: 0.2488
Epoch 534/6000
0s - loss: 3.1930 - success_ratio: 0.6886 - r_coeff: 0.2905 - val_loss: 3.5552 - val_success_ratio: 0.7200 - val_r_coeff: 0.2496
Epoch 535/6000
0s - loss: 3.1895 - success_ratio: 0.6886 - r_coeff: 0.2912 - val_loss: 3.5518 - val_success_ratio: 0.7200 - val_r_coeff: 0.2503
Epoch 536/6000
0s - loss: 3.1861 - success_ratio: 0.6886 - r_coeff: 0.2920 - val_loss: 3.5483 - val_success_ratio: 0.7200 - val_r_coeff: 0.2510
Epoch 537/6000
0s - loss: 3.1827 - success_ratio: 0.6861 - r_coeff: 0.2928 - val_loss: 3.5449 - val_success_ratio: 0.7200 - val_r_coeff: 0.2517
Epoch 538/6000
0s - loss: 3.1792 - success_ratio: 0.6886 - r_coeff: 0.2935 - val_loss: 3.5415 - val_success_ratio: 0.7200 - val_r_coeff: 0.2525
Epoch 539/6000
0s - loss: 3.1758 - success_ratio: 0.6886 - r_coeff: 0.2943 - val_loss: 3.5381 - val_success_ratio: 0.7200 - val_r_coeff: 0.2532
Epoch 540/6000
0s - loss: 3.1724 - success_ratio: 0.6886 - r_coeff: 0.2950 - val_loss: 3.5348 - val_success_ratio: 0.7200 - val_r_coeff: 0.2539
Epoch 541/6000
0s - loss: 3.1690 - success_ratio: 0.6886 - r_coeff: 0.2958 - val_loss: 3.5316 - val_success_ratio: 0.7200 - val_r_coeff: 0.2546
Epoch 542/6000
0s - loss: 3.1657 - success_ratio: 0.6886 - r_coeff: 0.2965 - val_loss: 3.5284 - val_success_ratio: 0.7200 - val_r_coeff: 0.2552
Epoch 543/6000
0s - loss: 3.1623 - success_ratio: 0.6886 - r_coeff: 0.2973 - val_loss: 3.5252 - val_success_ratio: 0.7200 - val_r_coeff: 0.2559
Epoch 544/6000
0s - loss: 3.1590 - success_ratio: 0.6886 - r_coeff: 0.2980 - val_loss: 3.5220 - val_success_ratio: 0.7200 - val_r_coeff: 0.2566
Epoch 545/6000
0s - loss: 3.1556 - success_ratio: 0.6861 - r_coeff: 0.2988 - val_loss: 3.5189 - val_success_ratio: 0.7200 - val_r_coeff: 0.2572
Epoch 546/6000
0s - loss: 3.1523 - success_ratio: 0.6861 - r_coeff: 0.2995 - val_loss: 3.5157 - val_success_ratio: 0.7200 - val_r_coeff: 0.2579
Epoch 547/6000
0s - loss: 3.1490 - success_ratio: 0.6886 - r_coeff: 0.3002 - val_loss: 3.5126 - val_success_ratio: 0.7200 - val_r_coeff: 0.2586
Epoch 548/6000
0s - loss: 3.1457 - success_ratio: 0.6886 - r_coeff: 0.3010 - val_loss: 3.5095 - val_success_ratio: 0.7200 - val_r_coeff: 0.2592
Epoch 549/6000
0s - loss: 3.1424 - success_ratio: 0.6886 - r_coeff: 0.3017 - val_loss: 3.5064 - val_success_ratio: 0.7200 - val_r_coeff: 0.2599
Epoch 550/6000
0s - loss: 3.1391 - success_ratio: 0.6886 - r_coeff: 0.3024 - val_loss: 3.5033 - val_success_ratio: 0.7200 - val_r_coeff: 0.2605
Epoch 551/6000
0s - loss: 3.1358 - success_ratio: 0.6886 - r_coeff: 0.3032 - val_loss: 3.5002 - val_success_ratio: 0.7200 - val_r_coeff: 0.2612
Epoch 552/6000
0s - loss: 3.1325 - success_ratio: 0.6886 - r_coeff: 0.3039 - val_loss: 3.4971 - val_success_ratio: 0.7200 - val_r_coeff: 0.2618
Epoch 553/6000
0s - loss: 3.1293 - success_ratio: 0.6886 - r_coeff: 0.3046 - val_loss: 3.4940 - val_success_ratio: 0.7200 - val_r_coeff: 0.2625
Epoch 554/6000
0s - loss: 3.1260 - success_ratio: 0.6886 - r_coeff: 0.3053 - val_loss: 3.4909 - val_success_ratio: 0.7200 - val_r_coeff: 0.2631
Epoch 555/6000
0s - loss: 3.1228 - success_ratio: 0.6886 - r_coeff: 0.3061 - val_loss: 3.4878 - val_success_ratio: 0.7200 - val_r_coeff: 0.2638
Epoch 556/6000
0s - loss: 3.1196 - success_ratio: 0.6861 - r_coeff: 0.3068 - val_loss: 3.4847 - val_success_ratio: 0.7200 - val_r_coeff: 0.2645
Epoch 557/6000
0s - loss: 3.1164 - success_ratio: 0.6861 - r_coeff: 0.3075 - val_loss: 3.4816 - val_success_ratio: 0.7200 - val_r_coeff: 0.2651
Epoch 558/6000
0s - loss: 3.1132 - success_ratio: 0.6861 - r_coeff: 0.3082 - val_loss: 3.4785 - val_success_ratio: 0.7200 - val_r_coeff: 0.2658
Epoch 559/6000
0s - loss: 3.1100 - success_ratio: 0.6861 - r_coeff: 0.3089 - val_loss: 3.4755 - val_success_ratio: 0.7300 - val_r_coeff: 0.2664
Epoch 560/6000
0s - loss: 3.1069 - success_ratio: 0.6886 - r_coeff: 0.3096 - val_loss: 3.4724 - val_success_ratio: 0.7300 - val_r_coeff: 0.2671
Epoch 561/6000
0s - loss: 3.1037 - success_ratio: 0.6886 - r_coeff: 0.3103 - val_loss: 3.4693 - val_success_ratio: 0.7300 - val_r_coeff: 0.2677
Epoch 562/6000
0s - loss: 3.1006 - success_ratio: 0.6886 - r_coeff: 0.3110 - val_loss: 3.4662 - val_success_ratio: 0.7300 - val_r_coeff: 0.2684
Epoch 563/6000
0s - loss: 3.0975 - success_ratio: 0.6886 - r_coeff: 0.3117 - val_loss: 3.4632 - val_success_ratio: 0.7300 - val_r_coeff: 0.2690
Epoch 564/6000
0s - loss: 3.0943 - success_ratio: 0.6886 - r_coeff: 0.3124 - val_loss: 3.4601 - val_success_ratio: 0.7300 - val_r_coeff: 0.2696
Epoch 565/6000
0s - loss: 3.0912 - success_ratio: 0.6911 - r_coeff: 0.3131 - val_loss: 3.4571 - val_success_ratio: 0.7300 - val_r_coeff: 0.2703
Epoch 566/6000
0s - loss: 3.0881 - success_ratio: 0.6937 - r_coeff: 0.3138 - val_loss: 3.4540 - val_success_ratio: 0.7300 - val_r_coeff: 0.2709
Epoch 567/6000
0s - loss: 3.0851 - success_ratio: 0.6962 - r_coeff: 0.3144 - val_loss: 3.4509 - val_success_ratio: 0.7300 - val_r_coeff: 0.2716
Epoch 568/6000
0s - loss: 3.0820 - success_ratio: 0.6962 - r_coeff: 0.3151 - val_loss: 3.4478 - val_success_ratio: 0.7300 - val_r_coeff: 0.2722
Epoch 569/6000
0s - loss: 3.0789 - success_ratio: 0.6962 - r_coeff: 0.3158 - val_loss: 3.4447 - val_success_ratio: 0.7300 - val_r_coeff: 0.2729
Epoch 570/6000
0s - loss: 3.0759 - success_ratio: 0.6962 - r_coeff: 0.3165 - val_loss: 3.4415 - val_success_ratio: 0.7300 - val_r_coeff: 0.2736
Epoch 571/6000
0s - loss: 3.0729 - success_ratio: 0.6962 - r_coeff: 0.3172 - val_loss: 3.4383 - val_success_ratio: 0.7300 - val_r_coeff: 0.2742
Epoch 572/6000
0s - loss: 3.0698 - success_ratio: 0.6962 - r_coeff: 0.3178 - val_loss: 3.4351 - val_success_ratio: 0.7300 - val_r_coeff: 0.2749
Epoch 573/6000
0s - loss: 3.0668 - success_ratio: 0.6987 - r_coeff: 0.3185 - val_loss: 3.4318 - val_success_ratio: 0.7300 - val_r_coeff: 0.2756
Epoch 574/6000
0s - loss: 3.0638 - success_ratio: 0.6987 - r_coeff: 0.3192 - val_loss: 3.4285 - val_success_ratio: 0.7300 - val_r_coeff: 0.2763
Epoch 575/6000
0s - loss: 3.0608 - success_ratio: 0.6987 - r_coeff: 0.3198 - val_loss: 3.4253 - val_success_ratio: 0.7300 - val_r_coeff: 0.2770
Epoch 576/6000
0s - loss: 3.0578 - success_ratio: 0.6987 - r_coeff: 0.3205 - val_loss: 3.4220 - val_success_ratio: 0.7300 - val_r_coeff: 0.2777
Epoch 577/6000
0s - loss: 3.0549 - success_ratio: 0.6987 - r_coeff: 0.3212 - val_loss: 3.4187 - val_success_ratio: 0.7300 - val_r_coeff: 0.2784
Epoch 578/6000
0s - loss: 3.0519 - success_ratio: 0.6987 - r_coeff: 0.3218 - val_loss: 3.4154 - val_success_ratio: 0.7300 - val_r_coeff: 0.2791
Epoch 579/6000
0s - loss: 3.0490 - success_ratio: 0.7013 - r_coeff: 0.3225 - val_loss: 3.4122 - val_success_ratio: 0.7300 - val_r_coeff: 0.2798
Epoch 580/6000
0s - loss: 3.0460 - success_ratio: 0.7013 - r_coeff: 0.3231 - val_loss: 3.4090 - val_success_ratio: 0.7300 - val_r_coeff: 0.2804
Epoch 581/6000
0s - loss: 3.0431 - success_ratio: 0.7013 - r_coeff: 0.3238 - val_loss: 3.4057 - val_success_ratio: 0.7300 - val_r_coeff: 0.2811
Epoch 582/6000
0s - loss: 3.0402 - success_ratio: 0.7013 - r_coeff: 0.3244 - val_loss: 3.4025 - val_success_ratio: 0.7300 - val_r_coeff: 0.2818
Epoch 583/6000
0s - loss: 3.0373 - success_ratio: 0.7013 - r_coeff: 0.3251 - val_loss: 3.3993 - val_success_ratio: 0.7300 - val_r_coeff: 0.2825
Epoch 584/6000
0s - loss: 3.0344 - success_ratio: 0.7013 - r_coeff: 0.3257 - val_loss: 3.3961 - val_success_ratio: 0.7300 - val_r_coeff: 0.2831
Epoch 585/6000
0s - loss: 3.0315 - success_ratio: 0.6987 - r_coeff: 0.3263 - val_loss: 3.3929 - val_success_ratio: 0.7300 - val_r_coeff: 0.2838
Epoch 586/6000
0s - loss: 3.0286 - success_ratio: 0.6987 - r_coeff: 0.3270 - val_loss: 3.3898 - val_success_ratio: 0.7300 - val_r_coeff: 0.2845
Epoch 587/6000
0s - loss: 3.0258 - success_ratio: 0.6987 - r_coeff: 0.3276 - val_loss: 3.3866 - val_success_ratio: 0.7300 - val_r_coeff: 0.2852
Epoch 588/6000
0s - loss: 3.0229 - success_ratio: 0.7013 - r_coeff: 0.3283 - val_loss: 3.3835 - val_success_ratio: 0.7300 - val_r_coeff: 0.2858
Epoch 589/6000
0s - loss: 3.0201 - success_ratio: 0.7013 - r_coeff: 0.3289 - val_loss: 3.3804 - val_success_ratio: 0.7300 - val_r_coeff: 0.2865
Epoch 590/6000
0s - loss: 3.0172 - success_ratio: 0.7013 - r_coeff: 0.3295 - val_loss: 3.3773 - val_success_ratio: 0.7300 - val_r_coeff: 0.2871
Epoch 591/6000
0s - loss: 3.0144 - success_ratio: 0.7038 - r_coeff: 0.3301 - val_loss: 3.3743 - val_success_ratio: 0.7300 - val_r_coeff: 0.2877
Epoch 592/6000
0s - loss: 3.0116 - success_ratio: 0.7038 - r_coeff: 0.3308 - val_loss: 3.3713 - val_success_ratio: 0.7300 - val_r_coeff: 0.2884
Epoch 593/6000
0s - loss: 3.0088 - success_ratio: 0.7038 - r_coeff: 0.3314 - val_loss: 3.3683 - val_success_ratio: 0.7300 - val_r_coeff: 0.2890
Epoch 594/6000
0s - loss: 3.0060 - success_ratio: 0.7038 - r_coeff: 0.3320 - val_loss: 3.3654 - val_success_ratio: 0.7300 - val_r_coeff: 0.2896
Epoch 595/6000
0s - loss: 3.0032 - success_ratio: 0.7038 - r_coeff: 0.3326 - val_loss: 3.3625 - val_success_ratio: 0.7300 - val_r_coeff: 0.2903
Epoch 596/6000
0s - loss: 3.0004 - success_ratio: 0.7038 - r_coeff: 0.3333 - val_loss: 3.3595 - val_success_ratio: 0.7300 - val_r_coeff: 0.2909
Epoch 597/6000
0s - loss: 2.9977 - success_ratio: 0.7038 - r_coeff: 0.3339 - val_loss: 3.3565 - val_success_ratio: 0.7300 - val_r_coeff: 0.2915
Epoch 598/6000
0s - loss: 2.9949 - success_ratio: 0.7038 - r_coeff: 0.3345 - val_loss: 3.3534 - val_success_ratio: 0.7300 - val_r_coeff: 0.2922
Epoch 599/6000
0s - loss: 2.9922 - success_ratio: 0.7038 - r_coeff: 0.3351 - val_loss: 3.3504 - val_success_ratio: 0.7300 - val_r_coeff: 0.2928
Epoch 600/6000
0s - loss: 2.9894 - success_ratio: 0.7038 - r_coeff: 0.3357 - val_loss: 3.3474 - val_success_ratio: 0.7300 - val_r_coeff: 0.2934
Epoch 601/6000
0s - loss: 2.9867 - success_ratio: 0.7063 - r_coeff: 0.3363 - val_loss: 3.3444 - val_success_ratio: 0.7300 - val_r_coeff: 0.2941
Epoch 602/6000
0s - loss: 2.9840 - success_ratio: 0.7063 - r_coeff: 0.3369 - val_loss: 3.3414 - val_success_ratio: 0.7300 - val_r_coeff: 0.2947
Epoch 603/6000
0s - loss: 2.9812 - success_ratio: 0.7063 - r_coeff: 0.3375 - val_loss: 3.3384 - val_success_ratio: 0.7300 - val_r_coeff: 0.2953
Epoch 604/6000
0s - loss: 2.9785 - success_ratio: 0.7063 - r_coeff: 0.3381 - val_loss: 3.3354 - val_success_ratio: 0.7300 - val_r_coeff: 0.2960
Epoch 605/6000
0s - loss: 2.9759 - success_ratio: 0.7114 - r_coeff: 0.3387 - val_loss: 3.3325 - val_success_ratio: 0.7300 - val_r_coeff: 0.2966
Epoch 606/6000
0s - loss: 2.9732 - success_ratio: 0.7114 - r_coeff: 0.3393 - val_loss: 3.3296 - val_success_ratio: 0.7300 - val_r_coeff: 0.2972
Epoch 607/6000
0s - loss: 2.9705 - success_ratio: 0.7114 - r_coeff: 0.3399 - val_loss: 3.3268 - val_success_ratio: 0.7300 - val_r_coeff: 0.2978
Epoch 608/6000
0s - loss: 2.9678 - success_ratio: 0.7139 - r_coeff: 0.3405 - val_loss: 3.3240 - val_success_ratio: 0.7300 - val_r_coeff: 0.2984
Epoch 609/6000
0s - loss: 2.9652 - success_ratio: 0.7139 - r_coeff: 0.3411 - val_loss: 3.3212 - val_success_ratio: 0.7300 - val_r_coeff: 0.2990
Epoch 610/6000
0s - loss: 2.9625 - success_ratio: 0.7139 - r_coeff: 0.3417 - val_loss: 3.3184 - val_success_ratio: 0.7300 - val_r_coeff: 0.2996
Epoch 611/6000
0s - loss: 2.9599 - success_ratio: 0.7114 - r_coeff: 0.3423 - val_loss: 3.3157 - val_success_ratio: 0.7300 - val_r_coeff: 0.3001
Epoch 612/6000
0s - loss: 2.9573 - success_ratio: 0.7114 - r_coeff: 0.3428 - val_loss: 3.3130 - val_success_ratio: 0.7300 - val_r_coeff: 0.3007
Epoch 613/6000
0s - loss: 2.9546 - success_ratio: 0.7114 - r_coeff: 0.3434 - val_loss: 3.3103 - val_success_ratio: 0.7300 - val_r_coeff: 0.3013
Epoch 614/6000
0s - loss: 2.9520 - success_ratio: 0.7114 - r_coeff: 0.3440 - val_loss: 3.3076 - val_success_ratio: 0.7300 - val_r_coeff: 0.3018
Epoch 615/6000
0s - loss: 2.9494 - success_ratio: 0.7114 - r_coeff: 0.3446 - val_loss: 3.3050 - val_success_ratio: 0.7200 - val_r_coeff: 0.3024
Epoch 616/6000
0s - loss: 2.9468 - success_ratio: 0.7114 - r_coeff: 0.3452 - val_loss: 3.3023 - val_success_ratio: 0.7200 - val_r_coeff: 0.3029
Epoch 617/6000
0s - loss: 2.9443 - success_ratio: 0.7114 - r_coeff: 0.3457 - val_loss: 3.2997 - val_success_ratio: 0.7300 - val_r_coeff: 0.3035
Epoch 618/6000
0s - loss: 2.9417 - success_ratio: 0.7139 - r_coeff: 0.3463 - val_loss: 3.2970 - val_success_ratio: 0.7300 - val_r_coeff: 0.3041
Epoch 619/6000
0s - loss: 2.9391 - success_ratio: 0.7139 - r_coeff: 0.3469 - val_loss: 3.2944 - val_success_ratio: 0.7300 - val_r_coeff: 0.3046
Epoch 620/6000
0s - loss: 2.9366 - success_ratio: 0.7139 - r_coeff: 0.3474 - val_loss: 3.2917 - val_success_ratio: 0.7300 - val_r_coeff: 0.3052
Epoch 621/6000
0s - loss: 2.9340 - success_ratio: 0.7139 - r_coeff: 0.3480 - val_loss: 3.2891 - val_success_ratio: 0.7300 - val_r_coeff: 0.3057
Epoch 622/6000
0s - loss: 2.9315 - success_ratio: 0.7139 - r_coeff: 0.3486 - val_loss: 3.2864 - val_success_ratio: 0.7300 - val_r_coeff: 0.3063
Epoch 623/6000
0s - loss: 2.9290 - success_ratio: 0.7139 - r_coeff: 0.3491 - val_loss: 3.2838 - val_success_ratio: 0.7300 - val_r_coeff: 0.3069
Epoch 624/6000
0s - loss: 2.9265 - success_ratio: 0.7165 - r_coeff: 0.3497 - val_loss: 3.2812 - val_success_ratio: 0.7300 - val_r_coeff: 0.3074
Epoch 625/6000
0s - loss: 2.9240 - success_ratio: 0.7165 - r_coeff: 0.3502 - val_loss: 3.2786 - val_success_ratio: 0.7300 - val_r_coeff: 0.3080
Epoch 626/6000
0s - loss: 2.9215 - success_ratio: 0.7165 - r_coeff: 0.3508 - val_loss: 3.2759 - val_success_ratio: 0.7300 - val_r_coeff: 0.3085
Epoch 627/6000
0s - loss: 2.9190 - success_ratio: 0.7165 - r_coeff: 0.3514 - val_loss: 3.2733 - val_success_ratio: 0.7300 - val_r_coeff: 0.3091
Epoch 628/6000
0s - loss: 2.9165 - success_ratio: 0.7139 - r_coeff: 0.3519 - val_loss: 3.2707 - val_success_ratio: 0.7300 - val_r_coeff: 0.3096
Epoch 629/6000
0s - loss: 2.9140 - success_ratio: 0.7139 - r_coeff: 0.3525 - val_loss: 3.2681 - val_success_ratio: 0.7300 - val_r_coeff: 0.3102
Epoch 630/6000
0s - loss: 2.9116 - success_ratio: 0.7114 - r_coeff: 0.3530 - val_loss: 3.2655 - val_success_ratio: 0.7300 - val_r_coeff: 0.3107
Epoch 631/6000
0s - loss: 2.9091 - success_ratio: 0.7114 - r_coeff: 0.3535 - val_loss: 3.2629 - val_success_ratio: 0.7300 - val_r_coeff: 0.3113
Epoch 632/6000
0s - loss: 2.9067 - success_ratio: 0.7114 - r_coeff: 0.3541 - val_loss: 3.2604 - val_success_ratio: 0.7300 - val_r_coeff: 0.3118
Epoch 633/6000
0s - loss: 2.9042 - success_ratio: 0.7114 - r_coeff: 0.3546 - val_loss: 3.2578 - val_success_ratio: 0.7300 - val_r_coeff: 0.3123
Epoch 634/6000
0s - loss: 2.9018 - success_ratio: 0.7114 - r_coeff: 0.3552 - val_loss: 3.2552 - val_success_ratio: 0.7300 - val_r_coeff: 0.3129
Epoch 635/6000
0s - loss: 2.8994 - success_ratio: 0.7114 - r_coeff: 0.3557 - val_loss: 3.2527 - val_success_ratio: 0.7300 - val_r_coeff: 0.3134
Epoch 636/6000
0s - loss: 2.8970 - success_ratio: 0.7114 - r_coeff: 0.3562 - val_loss: 3.2501 - val_success_ratio: 0.7300 - val_r_coeff: 0.3140
Epoch 637/6000
0s - loss: 2.8946 - success_ratio: 0.7114 - r_coeff: 0.3568 - val_loss: 3.2476 - val_success_ratio: 0.7400 - val_r_coeff: 0.3145
Epoch 638/6000
0s - loss: 2.8922 - success_ratio: 0.7114 - r_coeff: 0.3573 - val_loss: 3.2451 - val_success_ratio: 0.7400 - val_r_coeff: 0.3150
Epoch 639/6000
0s - loss: 2.8898 - success_ratio: 0.7114 - r_coeff: 0.3578 - val_loss: 3.2426 - val_success_ratio: 0.7400 - val_r_coeff: 0.3156
Epoch 640/6000
0s - loss: 2.8874 - success_ratio: 0.7114 - r_coeff: 0.3584 - val_loss: 3.2401 - val_success_ratio: 0.7400 - val_r_coeff: 0.3161
Epoch 641/6000
0s - loss: 2.8851 - success_ratio: 0.7114 - r_coeff: 0.3589 - val_loss: 3.2375 - val_success_ratio: 0.7400 - val_r_coeff: 0.3166
Epoch 642/6000
0s - loss: 2.8827 - success_ratio: 0.7114 - r_coeff: 0.3594 - val_loss: 3.2349 - val_success_ratio: 0.7400 - val_r_coeff: 0.3172
Epoch 643/6000
0s - loss: 2.8804 - success_ratio: 0.7089 - r_coeff: 0.3599 - val_loss: 3.2323 - val_success_ratio: 0.7400 - val_r_coeff: 0.3177
Epoch 644/6000
0s - loss: 2.8780 - success_ratio: 0.7089 - r_coeff: 0.3605 - val_loss: 3.2297 - val_success_ratio: 0.7400 - val_r_coeff: 0.3183
Epoch 645/6000
0s - loss: 2.8757 - success_ratio: 0.7063 - r_coeff: 0.3610 - val_loss: 3.2271 - val_success_ratio: 0.7400 - val_r_coeff: 0.3188
Epoch 646/6000
0s - loss: 2.8733 - success_ratio: 0.7063 - r_coeff: 0.3615 - val_loss: 3.2245 - val_success_ratio: 0.7400 - val_r_coeff: 0.3194
Epoch 647/6000
0s - loss: 2.8710 - success_ratio: 0.7063 - r_coeff: 0.3620 - val_loss: 3.2220 - val_success_ratio: 0.7400 - val_r_coeff: 0.3199
Epoch 648/6000
0s - loss: 2.8687 - success_ratio: 0.7063 - r_coeff: 0.3625 - val_loss: 3.2194 - val_success_ratio: 0.7400 - val_r_coeff: 0.3205
Epoch 649/6000
0s - loss: 2.8664 - success_ratio: 0.7063 - r_coeff: 0.3630 - val_loss: 3.2168 - val_success_ratio: 0.7400 - val_r_coeff: 0.3210
Epoch 650/6000
0s - loss: 2.8641 - success_ratio: 0.7063 - r_coeff: 0.3635 - val_loss: 3.2143 - val_success_ratio: 0.7400 - val_r_coeff: 0.3215
Epoch 651/6000
0s - loss: 2.8618 - success_ratio: 0.7063 - r_coeff: 0.3641 - val_loss: 3.2118 - val_success_ratio: 0.7400 - val_r_coeff: 0.3221
Epoch 652/6000
0s - loss: 2.8595 - success_ratio: 0.7063 - r_coeff: 0.3646 - val_loss: 3.2093 - val_success_ratio: 0.7400 - val_r_coeff: 0.3226
Epoch 653/6000
0s - loss: 2.8572 - success_ratio: 0.7063 - r_coeff: 0.3651 - val_loss: 3.2069 - val_success_ratio: 0.7400 - val_r_coeff: 0.3231
Epoch 654/6000
0s - loss: 2.8549 - success_ratio: 0.7063 - r_coeff: 0.3656 - val_loss: 3.2044 - val_success_ratio: 0.7400 - val_r_coeff: 0.3236
Epoch 655/6000
0s - loss: 2.8527 - success_ratio: 0.7063 - r_coeff: 0.3661 - val_loss: 3.2020 - val_success_ratio: 0.7400 - val_r_coeff: 0.3241
Epoch 656/6000
0s - loss: 2.8504 - success_ratio: 0.7114 - r_coeff: 0.3666 - val_loss: 3.1996 - val_success_ratio: 0.7300 - val_r_coeff: 0.3246
Epoch 657/6000
0s - loss: 2.8482 - success_ratio: 0.7089 - r_coeff: 0.3671 - val_loss: 3.1972 - val_success_ratio: 0.7300 - val_r_coeff: 0.3251
Epoch 658/6000
0s - loss: 2.8460 - success_ratio: 0.7089 - r_coeff: 0.3676 - val_loss: 3.1948 - val_success_ratio: 0.7300 - val_r_coeff: 0.3256
Epoch 659/6000
0s - loss: 2.8437 - success_ratio: 0.7089 - r_coeff: 0.3681 - val_loss: 3.1925 - val_success_ratio: 0.7300 - val_r_coeff: 0.3261
Epoch 660/6000
0s - loss: 2.8415 - success_ratio: 0.7089 - r_coeff: 0.3686 - val_loss: 3.1902 - val_success_ratio: 0.7300 - val_r_coeff: 0.3266
Epoch 661/6000
0s - loss: 2.8393 - success_ratio: 0.7089 - r_coeff: 0.3691 - val_loss: 3.1879 - val_success_ratio: 0.7300 - val_r_coeff: 0.3271
Epoch 662/6000
0s - loss: 2.8371 - success_ratio: 0.7089 - r_coeff: 0.3695 - val_loss: 3.1856 - val_success_ratio: 0.7300 - val_r_coeff: 0.3276
Epoch 663/6000
0s - loss: 2.8349 - success_ratio: 0.7089 - r_coeff: 0.3700 - val_loss: 3.1833 - val_success_ratio: 0.7300 - val_r_coeff: 0.3281
Epoch 664/6000
0s - loss: 2.8327 - success_ratio: 0.7063 - r_coeff: 0.3705 - val_loss: 3.1811 - val_success_ratio: 0.7300 - val_r_coeff: 0.3285
Epoch 665/6000
0s - loss: 2.8306 - success_ratio: 0.7063 - r_coeff: 0.3710 - val_loss: 3.1788 - val_success_ratio: 0.7300 - val_r_coeff: 0.3290
Epoch 666/6000
0s - loss: 2.8284 - success_ratio: 0.7063 - r_coeff: 0.3715 - val_loss: 3.1766 - val_success_ratio: 0.7300 - val_r_coeff: 0.3295
Epoch 667/6000
0s - loss: 2.8263 - success_ratio: 0.7063 - r_coeff: 0.3720 - val_loss: 3.1743 - val_success_ratio: 0.7300 - val_r_coeff: 0.3300
Epoch 668/6000
0s - loss: 2.8241 - success_ratio: 0.7063 - r_coeff: 0.3724 - val_loss: 3.1721 - val_success_ratio: 0.7300 - val_r_coeff: 0.3304
Epoch 669/6000
0s - loss: 2.8220 - success_ratio: 0.7063 - r_coeff: 0.3729 - val_loss: 3.1698 - val_success_ratio: 0.7300 - val_r_coeff: 0.3309
Epoch 670/6000
0s - loss: 2.8198 - success_ratio: 0.7063 - r_coeff: 0.3734 - val_loss: 3.1676 - val_success_ratio: 0.7300 - val_r_coeff: 0.3314
Epoch 671/6000
0s - loss: 2.8177 - success_ratio: 0.7063 - r_coeff: 0.3739 - val_loss: 3.1654 - val_success_ratio: 0.7300 - val_r_coeff: 0.3319
Epoch 672/6000
0s - loss: 2.8156 - success_ratio: 0.7063 - r_coeff: 0.3743 - val_loss: 3.1631 - val_success_ratio: 0.7300 - val_r_coeff: 0.3323
Epoch 673/6000
0s - loss: 2.8135 - success_ratio: 0.7063 - r_coeff: 0.3748 - val_loss: 3.1609 - val_success_ratio: 0.7300 - val_r_coeff: 0.3328
Epoch 674/6000
0s - loss: 2.8114 - success_ratio: 0.7063 - r_coeff: 0.3753 - val_loss: 3.1587 - val_success_ratio: 0.7300 - val_r_coeff: 0.3333
Epoch 675/6000
0s - loss: 2.8093 - success_ratio: 0.7089 - r_coeff: 0.3757 - val_loss: 3.1564 - val_success_ratio: 0.7300 - val_r_coeff: 0.3337
Epoch 676/6000
0s - loss: 2.8072 - success_ratio: 0.7063 - r_coeff: 0.3762 - val_loss: 3.1542 - val_success_ratio: 0.7300 - val_r_coeff: 0.3342
Epoch 677/6000
0s - loss: 2.8051 - success_ratio: 0.7089 - r_coeff: 0.3767 - val_loss: 3.1519 - val_success_ratio: 0.7300 - val_r_coeff: 0.3347
Epoch 678/6000
0s - loss: 2.8030 - success_ratio: 0.7063 - r_coeff: 0.3771 - val_loss: 3.1497 - val_success_ratio: 0.7300 - val_r_coeff: 0.3352
Epoch 679/6000
0s - loss: 2.8009 - success_ratio: 0.7063 - r_coeff: 0.3776 - val_loss: 3.1474 - val_success_ratio: 0.7300 - val_r_coeff: 0.3356
Epoch 680/6000
0s - loss: 2.7989 - success_ratio: 0.7038 - r_coeff: 0.3780 - val_loss: 3.1452 - val_success_ratio: 0.7300 - val_r_coeff: 0.3361
Epoch 681/6000
0s - loss: 2.7968 - success_ratio: 0.7038 - r_coeff: 0.3785 - val_loss: 3.1430 - val_success_ratio: 0.7300 - val_r_coeff: 0.3366
Epoch 682/6000
0s - loss: 2.7947 - success_ratio: 0.7038 - r_coeff: 0.3790 - val_loss: 3.1407 - val_success_ratio: 0.7300 - val_r_coeff: 0.3371
Epoch 683/6000
0s - loss: 2.7927 - success_ratio: 0.7038 - r_coeff: 0.3794 - val_loss: 3.1385 - val_success_ratio: 0.7300 - val_r_coeff: 0.3375
Epoch 684/6000
0s - loss: 2.7906 - success_ratio: 0.7038 - r_coeff: 0.3799 - val_loss: 3.1363 - val_success_ratio: 0.7300 - val_r_coeff: 0.3380
Epoch 685/6000
0s - loss: 2.7886 - success_ratio: 0.7038 - r_coeff: 0.3803 - val_loss: 3.1340 - val_success_ratio: 0.7300 - val_r_coeff: 0.3385
Epoch 686/6000
0s - loss: 2.7866 - success_ratio: 0.7038 - r_coeff: 0.3808 - val_loss: 3.1318 - val_success_ratio: 0.7300 - val_r_coeff: 0.3389
Epoch 687/6000
0s - loss: 2.7846 - success_ratio: 0.7038 - r_coeff: 0.3812 - val_loss: 3.1296 - val_success_ratio: 0.7300 - val_r_coeff: 0.3394
Epoch 688/6000
0s - loss: 2.7826 - success_ratio: 0.7038 - r_coeff: 0.3817 - val_loss: 3.1274 - val_success_ratio: 0.7300 - val_r_coeff: 0.3399
Epoch 689/6000
0s - loss: 2.7806 - success_ratio: 0.7038 - r_coeff: 0.3821 - val_loss: 3.1252 - val_success_ratio: 0.7300 - val_r_coeff: 0.3403
Epoch 690/6000
0s - loss: 2.7786 - success_ratio: 0.7038 - r_coeff: 0.3826 - val_loss: 3.1231 - val_success_ratio: 0.7300 - val_r_coeff: 0.3408
Epoch 691/6000
0s - loss: 2.7766 - success_ratio: 0.7038 - r_coeff: 0.3830 - val_loss: 3.1209 - val_success_ratio: 0.7300 - val_r_coeff: 0.3412
Epoch 692/6000
0s - loss: 2.7746 - success_ratio: 0.7038 - r_coeff: 0.3834 - val_loss: 3.1187 - val_success_ratio: 0.7300 - val_r_coeff: 0.3417
Epoch 693/6000
0s - loss: 2.7726 - success_ratio: 0.7038 - r_coeff: 0.3839 - val_loss: 3.1166 - val_success_ratio: 0.7200 - val_r_coeff: 0.3422
Epoch 694/6000
0s - loss: 2.7707 - success_ratio: 0.7038 - r_coeff: 0.3843 - val_loss: 3.1145 - val_success_ratio: 0.7200 - val_r_coeff: 0.3426
Epoch 695/6000
0s - loss: 2.7687 - success_ratio: 0.7038 - r_coeff: 0.3847 - val_loss: 3.1123 - val_success_ratio: 0.7200 - val_r_coeff: 0.3431
Epoch 696/6000
0s - loss: 2.7668 - success_ratio: 0.7038 - r_coeff: 0.3852 - val_loss: 3.1102 - val_success_ratio: 0.7200 - val_r_coeff: 0.3435
Epoch 697/6000
0s - loss: 2.7648 - success_ratio: 0.7038 - r_coeff: 0.3856 - val_loss: 3.1081 - val_success_ratio: 0.7200 - val_r_coeff: 0.3439
Epoch 698/6000
0s - loss: 2.7629 - success_ratio: 0.7063 - r_coeff: 0.3860 - val_loss: 3.1061 - val_success_ratio: 0.7200 - val_r_coeff: 0.3444
Epoch 699/6000
0s - loss: 2.7610 - success_ratio: 0.7063 - r_coeff: 0.3865 - val_loss: 3.1040 - val_success_ratio: 0.7200 - val_r_coeff: 0.3448
Epoch 700/6000
0s - loss: 2.7590 - success_ratio: 0.7063 - r_coeff: 0.3869 - val_loss: 3.1020 - val_success_ratio: 0.7200 - val_r_coeff: 0.3452
Epoch 701/6000
0s - loss: 2.7571 - success_ratio: 0.7063 - r_coeff: 0.3873 - val_loss: 3.0999 - val_success_ratio: 0.7200 - val_r_coeff: 0.3457
Epoch 702/6000
0s - loss: 2.7552 - success_ratio: 0.7063 - r_coeff: 0.3877 - val_loss: 3.0979 - val_success_ratio: 0.7200 - val_r_coeff: 0.3461
Epoch 703/6000
0s - loss: 2.7533 - success_ratio: 0.7063 - r_coeff: 0.3882 - val_loss: 3.0959 - val_success_ratio: 0.7300 - val_r_coeff: 0.3465
Epoch 704/6000
0s - loss: 2.7514 - success_ratio: 0.7063 - r_coeff: 0.3886 - val_loss: 3.0939 - val_success_ratio: 0.7300 - val_r_coeff: 0.3469
Epoch 705/6000
0s - loss: 2.7495 - success_ratio: 0.7063 - r_coeff: 0.3890 - val_loss: 3.0919 - val_success_ratio: 0.7300 - val_r_coeff: 0.3474
Epoch 706/6000
0s - loss: 2.7476 - success_ratio: 0.7063 - r_coeff: 0.3894 - val_loss: 3.0898 - val_success_ratio: 0.7300 - val_r_coeff: 0.3478
Epoch 707/6000
0s - loss: 2.7458 - success_ratio: 0.7063 - r_coeff: 0.3898 - val_loss: 3.0878 - val_success_ratio: 0.7300 - val_r_coeff: 0.3482
Epoch 708/6000
0s - loss: 2.7439 - success_ratio: 0.7063 - r_coeff: 0.3903 - val_loss: 3.0858 - val_success_ratio: 0.7300 - val_r_coeff: 0.3486
Epoch 709/6000
0s - loss: 2.7420 - success_ratio: 0.7063 - r_coeff: 0.3907 - val_loss: 3.0838 - val_success_ratio: 0.7300 - val_r_coeff: 0.3491
Epoch 710/6000
0s - loss: 2.7402 - success_ratio: 0.7063 - r_coeff: 0.3911 - val_loss: 3.0818 - val_success_ratio: 0.7300 - val_r_coeff: 0.3495
Epoch 711/6000
0s - loss: 2.7383 - success_ratio: 0.7063 - r_coeff: 0.3915 - val_loss: 3.0797 - val_success_ratio: 0.7300 - val_r_coeff: 0.3499
Epoch 712/6000
0s - loss: 2.7365 - success_ratio: 0.7089 - r_coeff: 0.3919 - val_loss: 3.0776 - val_success_ratio: 0.7300 - val_r_coeff: 0.3504
Epoch 713/6000
0s - loss: 2.7347 - success_ratio: 0.7089 - r_coeff: 0.3923 - val_loss: 3.0755 - val_success_ratio: 0.7300 - val_r_coeff: 0.3508
Epoch 714/6000
0s - loss: 2.7328 - success_ratio: 0.7089 - r_coeff: 0.3927 - val_loss: 3.0735 - val_success_ratio: 0.7300 - val_r_coeff: 0.3513
Epoch 715/6000
0s - loss: 2.7310 - success_ratio: 0.7089 - r_coeff: 0.3931 - val_loss: 3.0714 - val_success_ratio: 0.7300 - val_r_coeff: 0.3517
Epoch 716/6000
0s - loss: 2.7292 - success_ratio: 0.7089 - r_coeff: 0.3935 - val_loss: 3.0693 - val_success_ratio: 0.7300 - val_r_coeff: 0.3521
Epoch 717/6000
0s - loss: 2.7274 - success_ratio: 0.7114 - r_coeff: 0.3939 - val_loss: 3.0673 - val_success_ratio: 0.7300 - val_r_coeff: 0.3526
Epoch 718/6000
0s - loss: 2.7256 - success_ratio: 0.7114 - r_coeff: 0.3943 - val_loss: 3.0652 - val_success_ratio: 0.7300 - val_r_coeff: 0.3530
Epoch 719/6000
0s - loss: 2.7238 - success_ratio: 0.7114 - r_coeff: 0.3947 - val_loss: 3.0632 - val_success_ratio: 0.7300 - val_r_coeff: 0.3534
Epoch 720/6000
0s - loss: 2.7220 - success_ratio: 0.7114 - r_coeff: 0.3951 - val_loss: 3.0612 - val_success_ratio: 0.7400 - val_r_coeff: 0.3538
Epoch 721/6000
0s - loss: 2.7202 - success_ratio: 0.7114 - r_coeff: 0.3955 - val_loss: 3.0592 - val_success_ratio: 0.7400 - val_r_coeff: 0.3543
Epoch 722/6000
0s - loss: 2.7184 - success_ratio: 0.7114 - r_coeff: 0.3959 - val_loss: 3.0572 - val_success_ratio: 0.7400 - val_r_coeff: 0.3547
Epoch 723/6000
0s - loss: 2.7167 - success_ratio: 0.7114 - r_coeff: 0.3963 - val_loss: 3.0552 - val_success_ratio: 0.7400 - val_r_coeff: 0.3551
Epoch 724/6000
0s - loss: 2.7149 - success_ratio: 0.7114 - r_coeff: 0.3967 - val_loss: 3.0532 - val_success_ratio: 0.7400 - val_r_coeff: 0.3555
Epoch 725/6000
0s - loss: 2.7131 - success_ratio: 0.7139 - r_coeff: 0.3971 - val_loss: 3.0512 - val_success_ratio: 0.7400 - val_r_coeff: 0.3559
Epoch 726/6000
0s - loss: 2.7114 - success_ratio: 0.7139 - r_coeff: 0.3975 - val_loss: 3.0493 - val_success_ratio: 0.7400 - val_r_coeff: 0.3564
Epoch 727/6000
0s - loss: 2.7096 - success_ratio: 0.7139 - r_coeff: 0.3979 - val_loss: 3.0473 - val_success_ratio: 0.7400 - val_r_coeff: 0.3568
Epoch 728/6000
0s - loss: 2.7079 - success_ratio: 0.7139 - r_coeff: 0.3983 - val_loss: 3.0454 - val_success_ratio: 0.7400 - val_r_coeff: 0.3572
Epoch 729/6000
0s - loss: 2.7062 - success_ratio: 0.7139 - r_coeff: 0.3986 - val_loss: 3.0435 - val_success_ratio: 0.7400 - val_r_coeff: 0.3576
Epoch 730/6000
0s - loss: 2.7044 - success_ratio: 0.7139 - r_coeff: 0.3990 - val_loss: 3.0416 - val_success_ratio: 0.7400 - val_r_coeff: 0.3580
Epoch 731/6000
0s - loss: 2.7027 - success_ratio: 0.7139 - r_coeff: 0.3994 - val_loss: 3.0398 - val_success_ratio: 0.7400 - val_r_coeff: 0.3584
Epoch 732/6000
0s - loss: 2.7010 - success_ratio: 0.7139 - r_coeff: 0.3998 - val_loss: 3.0380 - val_success_ratio: 0.7400 - val_r_coeff: 0.3587
Epoch 733/6000
0s - loss: 2.6993 - success_ratio: 0.7139 - r_coeff: 0.4002 - val_loss: 3.0362 - val_success_ratio: 0.7400 - val_r_coeff: 0.3591
Epoch 734/6000
0s - loss: 2.6976 - success_ratio: 0.7139 - r_coeff: 0.4005 - val_loss: 3.0345 - val_success_ratio: 0.7400 - val_r_coeff: 0.3595
Epoch 735/6000
0s - loss: 2.6959 - success_ratio: 0.7139 - r_coeff: 0.4009 - val_loss: 3.0328 - val_success_ratio: 0.7400 - val_r_coeff: 0.3598
Epoch 736/6000
0s - loss: 2.6942 - success_ratio: 0.7139 - r_coeff: 0.4013 - val_loss: 3.0311 - val_success_ratio: 0.7400 - val_r_coeff: 0.3602
Epoch 737/6000
0s - loss: 2.6925 - success_ratio: 0.7139 - r_coeff: 0.4017 - val_loss: 3.0294 - val_success_ratio: 0.7400 - val_r_coeff: 0.3606
Epoch 738/6000
0s - loss: 2.6908 - success_ratio: 0.7139 - r_coeff: 0.4021 - val_loss: 3.0276 - val_success_ratio: 0.7400 - val_r_coeff: 0.3609
Epoch 739/6000
0s - loss: 2.6891 - success_ratio: 0.7139 - r_coeff: 0.4024 - val_loss: 3.0258 - val_success_ratio: 0.7400 - val_r_coeff: 0.3613
Epoch 740/6000
0s - loss: 2.6875 - success_ratio: 0.7139 - r_coeff: 0.4028 - val_loss: 3.0240 - val_success_ratio: 0.7400 - val_r_coeff: 0.3617
Epoch 741/6000
0s - loss: 2.6858 - success_ratio: 0.7114 - r_coeff: 0.4032 - val_loss: 3.0222 - val_success_ratio: 0.7400 - val_r_coeff: 0.3621
Epoch 742/6000
0s - loss: 2.6842 - success_ratio: 0.7114 - r_coeff: 0.4035 - val_loss: 3.0203 - val_success_ratio: 0.7400 - val_r_coeff: 0.3625
Epoch 743/6000
0s - loss: 2.6825 - success_ratio: 0.7114 - r_coeff: 0.4039 - val_loss: 3.0185 - val_success_ratio: 0.7400 - val_r_coeff: 0.3629
Epoch 744/6000
0s - loss: 2.6809 - success_ratio: 0.7114 - r_coeff: 0.4043 - val_loss: 3.0166 - val_success_ratio: 0.7400 - val_r_coeff: 0.3633
Epoch 745/6000
0s - loss: 2.6792 - success_ratio: 0.7114 - r_coeff: 0.4046 - val_loss: 3.0148 - val_success_ratio: 0.7400 - val_r_coeff: 0.3636
Epoch 746/6000
0s - loss: 2.6776 - success_ratio: 0.7114 - r_coeff: 0.4050 - val_loss: 3.0129 - val_success_ratio: 0.7400 - val_r_coeff: 0.3640
Epoch 747/6000
0s - loss: 2.6760 - success_ratio: 0.7114 - r_coeff: 0.4053 - val_loss: 3.0110 - val_success_ratio: 0.7400 - val_r_coeff: 0.3644
Epoch 748/6000
0s - loss: 2.6744 - success_ratio: 0.7089 - r_coeff: 0.4057 - val_loss: 3.0092 - val_success_ratio: 0.7400 - val_r_coeff: 0.3648
Epoch 749/6000
0s - loss: 2.6727 - success_ratio: 0.7089 - r_coeff: 0.4061 - val_loss: 3.0074 - val_success_ratio: 0.7400 - val_r_coeff: 0.3652
Epoch 750/6000
0s - loss: 2.6711 - success_ratio: 0.7089 - r_coeff: 0.4064 - val_loss: 3.0056 - val_success_ratio: 0.7400 - val_r_coeff: 0.3656
Epoch 751/6000
0s - loss: 2.6695 - success_ratio: 0.7089 - r_coeff: 0.4068 - val_loss: 3.0039 - val_success_ratio: 0.7400 - val_r_coeff: 0.3659
Epoch 752/6000
0s - loss: 2.6679 - success_ratio: 0.7089 - r_coeff: 0.4071 - val_loss: 3.0021 - val_success_ratio: 0.7400 - val_r_coeff: 0.3663
Epoch 753/6000
0s - loss: 2.6664 - success_ratio: 0.7089 - r_coeff: 0.4075 - val_loss: 3.0004 - val_success_ratio: 0.7400 - val_r_coeff: 0.3667
Epoch 754/6000
0s - loss: 2.6648 - success_ratio: 0.7114 - r_coeff: 0.4078 - val_loss: 2.9987 - val_success_ratio: 0.7400 - val_r_coeff: 0.3670
Epoch 755/6000
0s - loss: 2.6632 - success_ratio: 0.7114 - r_coeff: 0.4082 - val_loss: 2.9970 - val_success_ratio: 0.7400 - val_r_coeff: 0.3674
Epoch 756/6000
0s - loss: 2.6616 - success_ratio: 0.7114 - r_coeff: 0.4085 - val_loss: 2.9953 - val_success_ratio: 0.7400 - val_r_coeff: 0.3678
Epoch 757/6000
0s - loss: 2.6600 - success_ratio: 0.7114 - r_coeff: 0.4089 - val_loss: 2.9936 - val_success_ratio: 0.7400 - val_r_coeff: 0.3681
Epoch 758/6000
0s - loss: 2.6585 - success_ratio: 0.7114 - r_coeff: 0.4092 - val_loss: 2.9920 - val_success_ratio: 0.7400 - val_r_coeff: 0.3684
Epoch 759/6000
0s - loss: 2.6569 - success_ratio: 0.7114 - r_coeff: 0.4096 - val_loss: 2.9904 - val_success_ratio: 0.7400 - val_r_coeff: 0.3688
Epoch 760/6000
0s - loss: 2.6554 - success_ratio: 0.7114 - r_coeff: 0.4099 - val_loss: 2.9888 - val_success_ratio: 0.7400 - val_r_coeff: 0.3691
Epoch 761/6000
0s - loss: 2.6538 - success_ratio: 0.7139 - r_coeff: 0.4103 - val_loss: 2.9872 - val_success_ratio: 0.7400 - val_r_coeff: 0.3695
Epoch 762/6000
0s - loss: 2.6523 - success_ratio: 0.7139 - r_coeff: 0.4106 - val_loss: 2.9856 - val_success_ratio: 0.7400 - val_r_coeff: 0.3698
Epoch 763/6000
0s - loss: 2.6507 - success_ratio: 0.7139 - r_coeff: 0.4110 - val_loss: 2.9840 - val_success_ratio: 0.7400 - val_r_coeff: 0.3701
Epoch 764/6000
0s - loss: 2.6492 - success_ratio: 0.7139 - r_coeff: 0.4113 - val_loss: 2.9825 - val_success_ratio: 0.7400 - val_r_coeff: 0.3705
Epoch 765/6000
0s - loss: 2.6477 - success_ratio: 0.7139 - r_coeff: 0.4116 - val_loss: 2.9810 - val_success_ratio: 0.7400 - val_r_coeff: 0.3708
Epoch 766/6000
0s - loss: 2.6461 - success_ratio: 0.7139 - r_coeff: 0.4120 - val_loss: 2.9794 - val_success_ratio: 0.7400 - val_r_coeff: 0.3711
Epoch 767/6000
0s - loss: 2.6446 - success_ratio: 0.7139 - r_coeff: 0.4123 - val_loss: 2.9779 - val_success_ratio: 0.7400 - val_r_coeff: 0.3714
Epoch 768/6000
0s - loss: 2.6431 - success_ratio: 0.7139 - r_coeff: 0.4127 - val_loss: 2.9764 - val_success_ratio: 0.7400 - val_r_coeff: 0.3717
Epoch 769/6000
0s - loss: 2.6416 - success_ratio: 0.7139 - r_coeff: 0.4130 - val_loss: 2.9749 - val_success_ratio: 0.7400 - val_r_coeff: 0.3721
Epoch 770/6000
0s - loss: 2.6401 - success_ratio: 0.7139 - r_coeff: 0.4133 - val_loss: 2.9734 - val_success_ratio: 0.7400 - val_r_coeff: 0.3724
Epoch 771/6000
0s - loss: 2.6386 - success_ratio: 0.7139 - r_coeff: 0.4137 - val_loss: 2.9720 - val_success_ratio: 0.7400 - val_r_coeff: 0.3727
Epoch 772/6000
0s - loss: 2.6371 - success_ratio: 0.7139 - r_coeff: 0.4140 - val_loss: 2.9705 - val_success_ratio: 0.7400 - val_r_coeff: 0.3730
Epoch 773/6000
0s - loss: 2.6356 - success_ratio: 0.7139 - r_coeff: 0.4143 - val_loss: 2.9691 - val_success_ratio: 0.7400 - val_r_coeff: 0.3733
Epoch 774/6000
0s - loss: 2.6341 - success_ratio: 0.7139 - r_coeff: 0.4147 - val_loss: 2.9676 - val_success_ratio: 0.7400 - val_r_coeff: 0.3736
Epoch 775/6000
0s - loss: 2.6326 - success_ratio: 0.7139 - r_coeff: 0.4150 - val_loss: 2.9662 - val_success_ratio: 0.7400 - val_r_coeff: 0.3739
Epoch 776/6000
0s - loss: 2.6311 - success_ratio: 0.7139 - r_coeff: 0.4153 - val_loss: 2.9648 - val_success_ratio: 0.7400 - val_r_coeff: 0.3742
Epoch 777/6000
0s - loss: 2.6297 - success_ratio: 0.7139 - r_coeff: 0.4156 - val_loss: 2.9634 - val_success_ratio: 0.7400 - val_r_coeff: 0.3745
Epoch 778/6000
0s - loss: 2.6282 - success_ratio: 0.7165 - r_coeff: 0.4160 - val_loss: 2.9619 - val_success_ratio: 0.7400 - val_r_coeff: 0.3748
Epoch 779/6000
0s - loss: 2.6267 - success_ratio: 0.7165 - r_coeff: 0.4163 - val_loss: 2.9604 - val_success_ratio: 0.7400 - val_r_coeff: 0.3751
Epoch 780/6000
0s - loss: 2.6252 - success_ratio: 0.7190 - r_coeff: 0.4166 - val_loss: 2.9589 - val_success_ratio: 0.7400 - val_r_coeff: 0.3754
Epoch 781/6000
0s - loss: 2.6238 - success_ratio: 0.7190 - r_coeff: 0.4170 - val_loss: 2.9574 - val_success_ratio: 0.7400 - val_r_coeff: 0.3758
Epoch 782/6000
0s - loss: 2.6223 - success_ratio: 0.7190 - r_coeff: 0.4173 - val_loss: 2.9559 - val_success_ratio: 0.7400 - val_r_coeff: 0.3761
Epoch 783/6000
0s - loss: 2.6208 - success_ratio: 0.7190 - r_coeff: 0.4176 - val_loss: 2.9544 - val_success_ratio: 0.7400 - val_r_coeff: 0.3764
Epoch 784/6000
0s - loss: 2.6194 - success_ratio: 0.7190 - r_coeff: 0.4179 - val_loss: 2.9529 - val_success_ratio: 0.7400 - val_r_coeff: 0.3767
Epoch 785/6000
0s - loss: 2.6179 - success_ratio: 0.7190 - r_coeff: 0.4183 - val_loss: 2.9515 - val_success_ratio: 0.7400 - val_r_coeff: 0.3770
Epoch 786/6000
0s - loss: 2.6164 - success_ratio: 0.7190 - r_coeff: 0.4186 - val_loss: 2.9500 - val_success_ratio: 0.7400 - val_r_coeff: 0.3773
Epoch 787/6000
0s - loss: 2.6150 - success_ratio: 0.7190 - r_coeff: 0.4189 - val_loss: 2.9485 - val_success_ratio: 0.7400 - val_r_coeff: 0.3776
Epoch 788/6000
0s - loss: 2.6136 - success_ratio: 0.7190 - r_coeff: 0.4192 - val_loss: 2.9470 - val_success_ratio: 0.7400 - val_r_coeff: 0.3779
Epoch 789/6000
0s - loss: 2.6121 - success_ratio: 0.7190 - r_coeff: 0.4195 - val_loss: 2.9456 - val_success_ratio: 0.7400 - val_r_coeff: 0.3782
Epoch 790/6000
0s - loss: 2.6107 - success_ratio: 0.7190 - r_coeff: 0.4199 - val_loss: 2.9441 - val_success_ratio: 0.7300 - val_r_coeff: 0.3786
Epoch 791/6000
0s - loss: 2.6092 - success_ratio: 0.7190 - r_coeff: 0.4202 - val_loss: 2.9427 - val_success_ratio: 0.7300 - val_r_coeff: 0.3789
Epoch 792/6000
0s - loss: 2.6078 - success_ratio: 0.7190 - r_coeff: 0.4205 - val_loss: 2.9412 - val_success_ratio: 0.7300 - val_r_coeff: 0.3792
Epoch 793/6000
0s - loss: 2.6064 - success_ratio: 0.7190 - r_coeff: 0.4208 - val_loss: 2.9397 - val_success_ratio: 0.7300 - val_r_coeff: 0.3795
Epoch 794/6000
0s - loss: 2.6050 - success_ratio: 0.7190 - r_coeff: 0.4211 - val_loss: 2.9383 - val_success_ratio: 0.7300 - val_r_coeff: 0.3798
Epoch 795/6000
0s - loss: 2.6036 - success_ratio: 0.7190 - r_coeff: 0.4214 - val_loss: 2.9368 - val_success_ratio: 0.7300 - val_r_coeff: 0.3801
Epoch 796/6000
0s - loss: 2.6021 - success_ratio: 0.7190 - r_coeff: 0.4218 - val_loss: 2.9353 - val_success_ratio: 0.7300 - val_r_coeff: 0.3804
Epoch 797/6000
0s - loss: 2.6007 - success_ratio: 0.7190 - r_coeff: 0.4221 - val_loss: 2.9339 - val_success_ratio: 0.7300 - val_r_coeff: 0.3807
Epoch 798/6000
0s - loss: 2.5993 - success_ratio: 0.7190 - r_coeff: 0.4224 - val_loss: 2.9324 - val_success_ratio: 0.7300 - val_r_coeff: 0.3810
Epoch 799/6000
0s - loss: 2.5979 - success_ratio: 0.7190 - r_coeff: 0.4227 - val_loss: 2.9310 - val_success_ratio: 0.7300 - val_r_coeff: 0.3813
Epoch 800/6000
0s - loss: 2.5965 - success_ratio: 0.7190 - r_coeff: 0.4230 - val_loss: 2.9295 - val_success_ratio: 0.7300 - val_r_coeff: 0.3816
Epoch 801/6000
0s - loss: 2.5951 - success_ratio: 0.7190 - r_coeff: 0.4233 - val_loss: 2.9280 - val_success_ratio: 0.7300 - val_r_coeff: 0.3820
Epoch 802/6000
0s - loss: 2.5937 - success_ratio: 0.7190 - r_coeff: 0.4236 - val_loss: 2.9266 - val_success_ratio: 0.7300 - val_r_coeff: 0.3823
Epoch 803/6000
0s - loss: 2.5924 - success_ratio: 0.7190 - r_coeff: 0.4239 - val_loss: 2.9251 - val_success_ratio: 0.7300 - val_r_coeff: 0.3826
Epoch 804/6000
0s - loss: 2.5910 - success_ratio: 0.7190 - r_coeff: 0.4242 - val_loss: 2.9237 - val_success_ratio: 0.7300 - val_r_coeff: 0.3829
Epoch 805/6000
0s - loss: 2.5896 - success_ratio: 0.7190 - r_coeff: 0.4245 - val_loss: 2.9222 - val_success_ratio: 0.7300 - val_r_coeff: 0.3832
Epoch 806/6000
0s - loss: 2.5883 - success_ratio: 0.7190 - r_coeff: 0.4248 - val_loss: 2.9208 - val_success_ratio: 0.7300 - val_r_coeff: 0.3835
Epoch 807/6000
0s - loss: 2.5869 - success_ratio: 0.7190 - r_coeff: 0.4251 - val_loss: 2.9194 - val_success_ratio: 0.7300 - val_r_coeff: 0.3838
Epoch 808/6000
0s - loss: 2.5856 - success_ratio: 0.7190 - r_coeff: 0.4254 - val_loss: 2.9180 - val_success_ratio: 0.7300 - val_r_coeff: 0.3841
Epoch 809/6000
0s - loss: 2.5842 - success_ratio: 0.7190 - r_coeff: 0.4257 - val_loss: 2.9166 - val_success_ratio: 0.7300 - val_r_coeff: 0.3844
Epoch 810/6000
0s - loss: 2.5829 - success_ratio: 0.7190 - r_coeff: 0.4260 - val_loss: 2.9152 - val_success_ratio: 0.7300 - val_r_coeff: 0.3847
Epoch 811/6000
0s - loss: 2.5815 - success_ratio: 0.7190 - r_coeff: 0.4263 - val_loss: 2.9138 - val_success_ratio: 0.7300 - val_r_coeff: 0.3849
Epoch 812/6000
0s - loss: 2.5801 - success_ratio: 0.7190 - r_coeff: 0.4266 - val_loss: 2.9125 - val_success_ratio: 0.7300 - val_r_coeff: 0.3852
Epoch 813/6000
0s - loss: 2.5788 - success_ratio: 0.7215 - r_coeff: 0.4270 - val_loss: 2.9112 - val_success_ratio: 0.7300 - val_r_coeff: 0.3855
Epoch 814/6000
0s - loss: 2.5774 - success_ratio: 0.7215 - r_coeff: 0.4273 - val_loss: 2.9099 - val_success_ratio: 0.7300 - val_r_coeff: 0.3858
Epoch 815/6000
0s - loss: 2.5760 - success_ratio: 0.7215 - r_coeff: 0.4276 - val_loss: 2.9086 - val_success_ratio: 0.7300 - val_r_coeff: 0.3861
Epoch 816/6000
0s - loss: 2.5747 - success_ratio: 0.7215 - r_coeff: 0.4279 - val_loss: 2.9074 - val_success_ratio: 0.7300 - val_r_coeff: 0.3863
Epoch 817/6000
0s - loss: 2.5733 - success_ratio: 0.7215 - r_coeff: 0.4282 - val_loss: 2.9061 - val_success_ratio: 0.7300 - val_r_coeff: 0.3866
Epoch 818/6000
0s - loss: 2.5720 - success_ratio: 0.7215 - r_coeff: 0.4285 - val_loss: 2.9049 - val_success_ratio: 0.7300 - val_r_coeff: 0.3868
Epoch 819/6000
0s - loss: 2.5706 - success_ratio: 0.7215 - r_coeff: 0.4288 - val_loss: 2.9037 - val_success_ratio: 0.7300 - val_r_coeff: 0.3871
Epoch 820/6000
0s - loss: 2.5693 - success_ratio: 0.7215 - r_coeff: 0.4291 - val_loss: 2.9024 - val_success_ratio: 0.7300 - val_r_coeff: 0.3874
Epoch 821/6000
0s - loss: 2.5679 - success_ratio: 0.7215 - r_coeff: 0.4294 - val_loss: 2.9012 - val_success_ratio: 0.7300 - val_r_coeff: 0.3876
Epoch 822/6000
0s - loss: 2.5666 - success_ratio: 0.7215 - r_coeff: 0.4297 - val_loss: 2.8999 - val_success_ratio: 0.7300 - val_r_coeff: 0.3879
Epoch 823/6000
0s - loss: 2.5652 - success_ratio: 0.7215 - r_coeff: 0.4300 - val_loss: 2.8986 - val_success_ratio: 0.7300 - val_r_coeff: 0.3882
Epoch 824/6000
0s - loss: 2.5639 - success_ratio: 0.7215 - r_coeff: 0.4303 - val_loss: 2.8973 - val_success_ratio: 0.7300 - val_r_coeff: 0.3884
Epoch 825/6000
0s - loss: 2.5625 - success_ratio: 0.7215 - r_coeff: 0.4306 - val_loss: 2.8960 - val_success_ratio: 0.7300 - val_r_coeff: 0.3887
Epoch 826/6000
0s - loss: 2.5612 - success_ratio: 0.7215 - r_coeff: 0.4309 - val_loss: 2.8947 - val_success_ratio: 0.7300 - val_r_coeff: 0.3890
Epoch 827/6000
0s - loss: 2.5599 - success_ratio: 0.7215 - r_coeff: 0.4311 - val_loss: 2.8934 - val_success_ratio: 0.7300 - val_r_coeff: 0.3893
Epoch 828/6000
0s - loss: 2.5586 - success_ratio: 0.7241 - r_coeff: 0.4314 - val_loss: 2.8921 - val_success_ratio: 0.7300 - val_r_coeff: 0.3895
Epoch 829/6000
0s - loss: 2.5572 - success_ratio: 0.7241 - r_coeff: 0.4317 - val_loss: 2.8908 - val_success_ratio: 0.7300 - val_r_coeff: 0.3898
Epoch 830/6000
0s - loss: 2.5559 - success_ratio: 0.7241 - r_coeff: 0.4320 - val_loss: 2.8894 - val_success_ratio: 0.7300 - val_r_coeff: 0.3901
Epoch 831/6000
0s - loss: 2.5546 - success_ratio: 0.7241 - r_coeff: 0.4323 - val_loss: 2.8880 - val_success_ratio: 0.7300 - val_r_coeff: 0.3904
Epoch 832/6000
0s - loss: 2.5534 - success_ratio: 0.7241 - r_coeff: 0.4326 - val_loss: 2.8865 - val_success_ratio: 0.7300 - val_r_coeff: 0.3907
Epoch 833/6000
0s - loss: 2.5521 - success_ratio: 0.7266 - r_coeff: 0.4329 - val_loss: 2.8850 - val_success_ratio: 0.7300 - val_r_coeff: 0.3910
Epoch 834/6000
0s - loss: 2.5508 - success_ratio: 0.7266 - r_coeff: 0.4332 - val_loss: 2.8834 - val_success_ratio: 0.7300 - val_r_coeff: 0.3914
Epoch 835/6000
0s - loss: 2.5495 - success_ratio: 0.7266 - r_coeff: 0.4335 - val_loss: 2.8818 - val_success_ratio: 0.7300 - val_r_coeff: 0.3917
Epoch 836/6000
0s - loss: 2.5482 - success_ratio: 0.7266 - r_coeff: 0.4337 - val_loss: 2.8802 - val_success_ratio: 0.7300 - val_r_coeff: 0.3920
Epoch 837/6000
0s - loss: 2.5470 - success_ratio: 0.7266 - r_coeff: 0.4340 - val_loss: 2.8786 - val_success_ratio: 0.7300 - val_r_coeff: 0.3924
Epoch 838/6000
0s - loss: 2.5457 - success_ratio: 0.7266 - r_coeff: 0.4343 - val_loss: 2.8770 - val_success_ratio: 0.7300 - val_r_coeff: 0.3927
Epoch 839/6000
0s - loss: 2.5444 - success_ratio: 0.7291 - r_coeff: 0.4346 - val_loss: 2.8754 - val_success_ratio: 0.7300 - val_r_coeff: 0.3931
Epoch 840/6000
0s - loss: 2.5432 - success_ratio: 0.7291 - r_coeff: 0.4349 - val_loss: 2.8739 - val_success_ratio: 0.7300 - val_r_coeff: 0.3934
Epoch 841/6000
0s - loss: 2.5419 - success_ratio: 0.7291 - r_coeff: 0.4351 - val_loss: 2.8723 - val_success_ratio: 0.7300 - val_r_coeff: 0.3937
Epoch 842/6000
0s - loss: 2.5407 - success_ratio: 0.7291 - r_coeff: 0.4354 - val_loss: 2.8708 - val_success_ratio: 0.7300 - val_r_coeff: 0.3940
Epoch 843/6000
0s - loss: 2.5394 - success_ratio: 0.7316 - r_coeff: 0.4357 - val_loss: 2.8692 - val_success_ratio: 0.7400 - val_r_coeff: 0.3944
Epoch 844/6000
0s - loss: 2.5382 - success_ratio: 0.7316 - r_coeff: 0.4360 - val_loss: 2.8677 - val_success_ratio: 0.7400 - val_r_coeff: 0.3947
Epoch 845/6000
0s - loss: 2.5370 - success_ratio: 0.7316 - r_coeff: 0.4362 - val_loss: 2.8663 - val_success_ratio: 0.7400 - val_r_coeff: 0.3950
Epoch 846/6000
0s - loss: 2.5358 - success_ratio: 0.7316 - r_coeff: 0.4365 - val_loss: 2.8649 - val_success_ratio: 0.7400 - val_r_coeff: 0.3953
Epoch 847/6000
0s - loss: 2.5345 - success_ratio: 0.7316 - r_coeff: 0.4368 - val_loss: 2.8636 - val_success_ratio: 0.7400 - val_r_coeff: 0.3956
Epoch 848/6000
0s - loss: 2.5333 - success_ratio: 0.7316 - r_coeff: 0.4370 - val_loss: 2.8623 - val_success_ratio: 0.7400 - val_r_coeff: 0.3958
Epoch 849/6000
0s - loss: 2.5321 - success_ratio: 0.7316 - r_coeff: 0.4373 - val_loss: 2.8611 - val_success_ratio: 0.7400 - val_r_coeff: 0.3961
Epoch 850/6000
0s - loss: 2.5309 - success_ratio: 0.7316 - r_coeff: 0.4376 - val_loss: 2.8599 - val_success_ratio: 0.7400 - val_r_coeff: 0.3963
Epoch 851/6000
0s - loss: 2.5297 - success_ratio: 0.7316 - r_coeff: 0.4379 - val_loss: 2.8587 - val_success_ratio: 0.7400 - val_r_coeff: 0.3966
Epoch 852/6000
0s - loss: 2.5285 - success_ratio: 0.7316 - r_coeff: 0.4381 - val_loss: 2.8576 - val_success_ratio: 0.7400 - val_r_coeff: 0.3968
Epoch 853/6000
0s - loss: 2.5273 - success_ratio: 0.7316 - r_coeff: 0.4384 - val_loss: 2.8565 - val_success_ratio: 0.7400 - val_r_coeff: 0.3970
Epoch 854/6000
0s - loss: 2.5261 - success_ratio: 0.7316 - r_coeff: 0.4386 - val_loss: 2.8554 - val_success_ratio: 0.7400 - val_r_coeff: 0.3973
Epoch 855/6000
0s - loss: 2.5250 - success_ratio: 0.7316 - r_coeff: 0.4389 - val_loss: 2.8544 - val_success_ratio: 0.7400 - val_r_coeff: 0.3975
Epoch 856/6000
0s - loss: 2.5238 - success_ratio: 0.7316 - r_coeff: 0.4392 - val_loss: 2.8535 - val_success_ratio: 0.7400 - val_r_coeff: 0.3977
Epoch 857/6000
0s - loss: 2.5227 - success_ratio: 0.7316 - r_coeff: 0.4394 - val_loss: 2.8525 - val_success_ratio: 0.7400 - val_r_coeff: 0.3979
Epoch 858/6000
0s - loss: 2.5215 - success_ratio: 0.7316 - r_coeff: 0.4397 - val_loss: 2.8516 - val_success_ratio: 0.7400 - val_r_coeff: 0.3981
Epoch 859/6000
0s - loss: 2.5204 - success_ratio: 0.7316 - r_coeff: 0.4399 - val_loss: 2.8507 - val_success_ratio: 0.7400 - val_r_coeff: 0.3983
Epoch 860/6000
0s - loss: 2.5192 - success_ratio: 0.7316 - r_coeff: 0.4402 - val_loss: 2.8498 - val_success_ratio: 0.7400 - val_r_coeff: 0.3985
Epoch 861/6000
0s - loss: 2.5181 - success_ratio: 0.7316 - r_coeff: 0.4404 - val_loss: 2.8489 - val_success_ratio: 0.7400 - val_r_coeff: 0.3987
Epoch 862/6000
0s - loss: 2.5169 - success_ratio: 0.7316 - r_coeff: 0.4407 - val_loss: 2.8479 - val_success_ratio: 0.7400 - val_r_coeff: 0.3989
Epoch 863/6000
0s - loss: 2.5158 - success_ratio: 0.7316 - r_coeff: 0.4409 - val_loss: 2.8470 - val_success_ratio: 0.7400 - val_r_coeff: 0.3991
Epoch 864/6000
0s - loss: 2.5147 - success_ratio: 0.7316 - r_coeff: 0.4412 - val_loss: 2.8461 - val_success_ratio: 0.7400 - val_r_coeff: 0.3993
Epoch 865/6000
0s - loss: 2.5136 - success_ratio: 0.7316 - r_coeff: 0.4414 - val_loss: 2.8451 - val_success_ratio: 0.7300 - val_r_coeff: 0.3995
Epoch 866/6000
0s - loss: 2.5124 - success_ratio: 0.7316 - r_coeff: 0.4417 - val_loss: 2.8441 - val_success_ratio: 0.7300 - val_r_coeff: 0.3997
Epoch 867/6000
0s - loss: 2.5113 - success_ratio: 0.7316 - r_coeff: 0.4419 - val_loss: 2.8431 - val_success_ratio: 0.7300 - val_r_coeff: 0.3999
Epoch 868/6000
0s - loss: 2.5102 - success_ratio: 0.7291 - r_coeff: 0.4422 - val_loss: 2.8421 - val_success_ratio: 0.7300 - val_r_coeff: 0.4001
Epoch 869/6000
0s - loss: 2.5091 - success_ratio: 0.7291 - r_coeff: 0.4424 - val_loss: 2.8411 - val_success_ratio: 0.7300 - val_r_coeff: 0.4003
Epoch 870/6000
0s - loss: 2.5080 - success_ratio: 0.7291 - r_coeff: 0.4427 - val_loss: 2.8400 - val_success_ratio: 0.7300 - val_r_coeff: 0.4005
Epoch 871/6000
0s - loss: 2.5069 - success_ratio: 0.7291 - r_coeff: 0.4429 - val_loss: 2.8389 - val_success_ratio: 0.7300 - val_r_coeff: 0.4008
Epoch 872/6000
0s - loss: 2.5058 - success_ratio: 0.7291 - r_coeff: 0.4432 - val_loss: 2.8378 - val_success_ratio: 0.7300 - val_r_coeff: 0.4010
Epoch 873/6000
0s - loss: 2.5047 - success_ratio: 0.7266 - r_coeff: 0.4434 - val_loss: 2.8367 - val_success_ratio: 0.7300 - val_r_coeff: 0.4012
Epoch 874/6000
0s - loss: 2.5036 - success_ratio: 0.7266 - r_coeff: 0.4437 - val_loss: 2.8356 - val_success_ratio: 0.7300 - val_r_coeff: 0.4015
Epoch 875/6000
0s - loss: 2.5025 - success_ratio: 0.7266 - r_coeff: 0.4439 - val_loss: 2.8345 - val_success_ratio: 0.7300 - val_r_coeff: 0.4017
Epoch 876/6000
0s - loss: 2.5014 - success_ratio: 0.7266 - r_coeff: 0.4441 - val_loss: 2.8334 - val_success_ratio: 0.7300 - val_r_coeff: 0.4019
Epoch 877/6000
0s - loss: 2.5004 - success_ratio: 0.7266 - r_coeff: 0.4444 - val_loss: 2.8324 - val_success_ratio: 0.7300 - val_r_coeff: 0.4021
Epoch 878/6000
0s - loss: 2.4993 - success_ratio: 0.7266 - r_coeff: 0.4446 - val_loss: 2.8313 - val_success_ratio: 0.7300 - val_r_coeff: 0.4024
Epoch 879/6000
0s - loss: 2.4982 - success_ratio: 0.7266 - r_coeff: 0.4448 - val_loss: 2.8303 - val_success_ratio: 0.7300 - val_r_coeff: 0.4026
Epoch 880/6000
0s - loss: 2.4972 - success_ratio: 0.7291 - r_coeff: 0.4451 - val_loss: 2.8293 - val_success_ratio: 0.7300 - val_r_coeff: 0.4028
Epoch 881/6000
0s - loss: 2.4961 - success_ratio: 0.7291 - r_coeff: 0.4453 - val_loss: 2.8283 - val_success_ratio: 0.7400 - val_r_coeff: 0.4030
Epoch 882/6000
0s - loss: 2.4951 - success_ratio: 0.7291 - r_coeff: 0.4456 - val_loss: 2.8274 - val_success_ratio: 0.7400 - val_r_coeff: 0.4032
Epoch 883/6000
0s - loss: 2.4940 - success_ratio: 0.7291 - r_coeff: 0.4458 - val_loss: 2.8265 - val_success_ratio: 0.7400 - val_r_coeff: 0.4034
Epoch 884/6000
0s - loss: 2.4930 - success_ratio: 0.7291 - r_coeff: 0.4460 - val_loss: 2.8257 - val_success_ratio: 0.7400 - val_r_coeff: 0.4036
Epoch 885/6000
0s - loss: 2.4919 - success_ratio: 0.7291 - r_coeff: 0.4462 - val_loss: 2.8248 - val_success_ratio: 0.7400 - val_r_coeff: 0.4037
Epoch 886/6000
0s - loss: 2.4909 - success_ratio: 0.7291 - r_coeff: 0.4465 - val_loss: 2.8240 - val_success_ratio: 0.7400 - val_r_coeff: 0.4039
Epoch 887/6000
0s - loss: 2.4899 - success_ratio: 0.7291 - r_coeff: 0.4467 - val_loss: 2.8233 - val_success_ratio: 0.7400 - val_r_coeff: 0.4041
Epoch 888/6000
0s - loss: 2.4889 - success_ratio: 0.7291 - r_coeff: 0.4469 - val_loss: 2.8225 - val_success_ratio: 0.7500 - val_r_coeff: 0.4042
Epoch 889/6000
0s - loss: 2.4878 - success_ratio: 0.7291 - r_coeff: 0.4472 - val_loss: 2.8217 - val_success_ratio: 0.7500 - val_r_coeff: 0.4044
Epoch 890/6000
0s - loss: 2.4868 - success_ratio: 0.7291 - r_coeff: 0.4474 - val_loss: 2.8210 - val_success_ratio: 0.7500 - val_r_coeff: 0.4045
Epoch 891/6000
0s - loss: 2.4858 - success_ratio: 0.7291 - r_coeff: 0.4476 - val_loss: 2.8202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4047
Epoch 892/6000
0s - loss: 2.4848 - success_ratio: 0.7291 - r_coeff: 0.4478 - val_loss: 2.8195 - val_success_ratio: 0.7500 - val_r_coeff: 0.4049
Epoch 893/6000
0s - loss: 2.4838 - success_ratio: 0.7291 - r_coeff: 0.4481 - val_loss: 2.8187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4050
Epoch 894/6000
0s - loss: 2.4828 - success_ratio: 0.7316 - r_coeff: 0.4483 - val_loss: 2.8179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4052
Epoch 895/6000
0s - loss: 2.4818 - success_ratio: 0.7316 - r_coeff: 0.4485 - val_loss: 2.8171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4054
Epoch 896/6000
0s - loss: 2.4808 - success_ratio: 0.7316 - r_coeff: 0.4487 - val_loss: 2.8163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4055
Epoch 897/6000
0s - loss: 2.4799 - success_ratio: 0.7316 - r_coeff: 0.4489 - val_loss: 2.8155 - val_success_ratio: 0.7500 - val_r_coeff: 0.4057
Epoch 898/6000
0s - loss: 2.4789 - success_ratio: 0.7316 - r_coeff: 0.4491 - val_loss: 2.8147 - val_success_ratio: 0.7500 - val_r_coeff: 0.4059
Epoch 899/6000
0s - loss: 2.4779 - success_ratio: 0.7316 - r_coeff: 0.4494 - val_loss: 2.8138 - val_success_ratio: 0.7500 - val_r_coeff: 0.4061
Epoch 900/6000
0s - loss: 2.4770 - success_ratio: 0.7316 - r_coeff: 0.4496 - val_loss: 2.8129 - val_success_ratio: 0.7500 - val_r_coeff: 0.4062
Epoch 901/6000
0s - loss: 2.4760 - success_ratio: 0.7316 - r_coeff: 0.4498 - val_loss: 2.8120 - val_success_ratio: 0.7500 - val_r_coeff: 0.4064
Epoch 902/6000
0s - loss: 2.4750 - success_ratio: 0.7316 - r_coeff: 0.4500 - val_loss: 2.8111 - val_success_ratio: 0.7500 - val_r_coeff: 0.4066
Epoch 903/6000
0s - loss: 2.4741 - success_ratio: 0.7316 - r_coeff: 0.4502 - val_loss: 2.8102 - val_success_ratio: 0.7500 - val_r_coeff: 0.4068
Epoch 904/6000
0s - loss: 2.4731 - success_ratio: 0.7316 - r_coeff: 0.4504 - val_loss: 2.8093 - val_success_ratio: 0.7500 - val_r_coeff: 0.4070
Epoch 905/6000
0s - loss: 2.4722 - success_ratio: 0.7316 - r_coeff: 0.4506 - val_loss: 2.8084 - val_success_ratio: 0.7500 - val_r_coeff: 0.4072
Epoch 906/6000
0s - loss: 2.4712 - success_ratio: 0.7316 - r_coeff: 0.4508 - val_loss: 2.8075 - val_success_ratio: 0.7500 - val_r_coeff: 0.4074
Epoch 907/6000
0s - loss: 2.4703 - success_ratio: 0.7316 - r_coeff: 0.4511 - val_loss: 2.8065 - val_success_ratio: 0.7500 - val_r_coeff: 0.4076
Epoch 908/6000
0s - loss: 2.4694 - success_ratio: 0.7316 - r_coeff: 0.4513 - val_loss: 2.8056 - val_success_ratio: 0.7500 - val_r_coeff: 0.4078
Epoch 909/6000
0s - loss: 2.4685 - success_ratio: 0.7316 - r_coeff: 0.4515 - val_loss: 2.8046 - val_success_ratio: 0.7500 - val_r_coeff: 0.4080
Epoch 910/6000
0s - loss: 2.4675 - success_ratio: 0.7316 - r_coeff: 0.4517 - val_loss: 2.8037 - val_success_ratio: 0.7500 - val_r_coeff: 0.4082
Epoch 911/6000
0s - loss: 2.4666 - success_ratio: 0.7316 - r_coeff: 0.4519 - val_loss: 2.8027 - val_success_ratio: 0.7500 - val_r_coeff: 0.4084
Epoch 912/6000
0s - loss: 2.4657 - success_ratio: 0.7316 - r_coeff: 0.4521 - val_loss: 2.8018 - val_success_ratio: 0.7500 - val_r_coeff: 0.4086
Epoch 913/6000
0s - loss: 2.4648 - success_ratio: 0.7316 - r_coeff: 0.4523 - val_loss: 2.8008 - val_success_ratio: 0.7500 - val_r_coeff: 0.4088
Epoch 914/6000
0s - loss: 2.4639 - success_ratio: 0.7316 - r_coeff: 0.4525 - val_loss: 2.7998 - val_success_ratio: 0.7500 - val_r_coeff: 0.4090
Epoch 915/6000
0s - loss: 2.4630 - success_ratio: 0.7316 - r_coeff: 0.4527 - val_loss: 2.7988 - val_success_ratio: 0.7500 - val_r_coeff: 0.4092
Epoch 916/6000
0s - loss: 2.4621 - success_ratio: 0.7316 - r_coeff: 0.4529 - val_loss: 2.7978 - val_success_ratio: 0.7500 - val_r_coeff: 0.4094
Epoch 917/6000
0s - loss: 2.4612 - success_ratio: 0.7316 - r_coeff: 0.4531 - val_loss: 2.7969 - val_success_ratio: 0.7500 - val_r_coeff: 0.4096
Epoch 918/6000
0s - loss: 2.4603 - success_ratio: 0.7316 - r_coeff: 0.4533 - val_loss: 2.7959 - val_success_ratio: 0.7500 - val_r_coeff: 0.4098
Epoch 919/6000
0s - loss: 2.4594 - success_ratio: 0.7316 - r_coeff: 0.4535 - val_loss: 2.7950 - val_success_ratio: 0.7500 - val_r_coeff: 0.4100
Epoch 920/6000
0s - loss: 2.4586 - success_ratio: 0.7342 - r_coeff: 0.4537 - val_loss: 2.7940 - val_success_ratio: 0.7500 - val_r_coeff: 0.4102
Epoch 921/6000
0s - loss: 2.4577 - success_ratio: 0.7342 - r_coeff: 0.4539 - val_loss: 2.7931 - val_success_ratio: 0.7500 - val_r_coeff: 0.4104
Epoch 922/6000
0s - loss: 2.4568 - success_ratio: 0.7342 - r_coeff: 0.4541 - val_loss: 2.7923 - val_success_ratio: 0.7500 - val_r_coeff: 0.4106
Epoch 923/6000
0s - loss: 2.4559 - success_ratio: 0.7342 - r_coeff: 0.4543 - val_loss: 2.7914 - val_success_ratio: 0.7500 - val_r_coeff: 0.4108
Epoch 924/6000
0s - loss: 2.4550 - success_ratio: 0.7342 - r_coeff: 0.4544 - val_loss: 2.7906 - val_success_ratio: 0.7500 - val_r_coeff: 0.4110
Epoch 925/6000
0s - loss: 2.4542 - success_ratio: 0.7342 - r_coeff: 0.4546 - val_loss: 2.7898 - val_success_ratio: 0.7500 - val_r_coeff: 0.4111
Epoch 926/6000
0s - loss: 2.4533 - success_ratio: 0.7342 - r_coeff: 0.4548 - val_loss: 2.7890 - val_success_ratio: 0.7500 - val_r_coeff: 0.4113
Epoch 927/6000
0s - loss: 2.4524 - success_ratio: 0.7342 - r_coeff: 0.4550 - val_loss: 2.7882 - val_success_ratio: 0.7500 - val_r_coeff: 0.4115
Epoch 928/6000
0s - loss: 2.4516 - success_ratio: 0.7342 - r_coeff: 0.4552 - val_loss: 2.7874 - val_success_ratio: 0.7500 - val_r_coeff: 0.4116
Epoch 929/6000
0s - loss: 2.4507 - success_ratio: 0.7342 - r_coeff: 0.4554 - val_loss: 2.7867 - val_success_ratio: 0.7500 - val_r_coeff: 0.4118
Epoch 930/6000
0s - loss: 2.4499 - success_ratio: 0.7342 - r_coeff: 0.4556 - val_loss: 2.7860 - val_success_ratio: 0.7500 - val_r_coeff: 0.4119
Epoch 931/6000
0s - loss: 2.4490 - success_ratio: 0.7342 - r_coeff: 0.4558 - val_loss: 2.7853 - val_success_ratio: 0.7500 - val_r_coeff: 0.4121
Epoch 932/6000
0s - loss: 2.4482 - success_ratio: 0.7342 - r_coeff: 0.4560 - val_loss: 2.7846 - val_success_ratio: 0.7500 - val_r_coeff: 0.4122
Epoch 933/6000
0s - loss: 2.4473 - success_ratio: 0.7342 - r_coeff: 0.4562 - val_loss: 2.7840 - val_success_ratio: 0.7500 - val_r_coeff: 0.4124
Epoch 934/6000
0s - loss: 2.4465 - success_ratio: 0.7342 - r_coeff: 0.4563 - val_loss: 2.7833 - val_success_ratio: 0.7500 - val_r_coeff: 0.4125
Epoch 935/6000
0s - loss: 2.4457 - success_ratio: 0.7342 - r_coeff: 0.4565 - val_loss: 2.7827 - val_success_ratio: 0.7500 - val_r_coeff: 0.4126
Epoch 936/6000
0s - loss: 2.4448 - success_ratio: 0.7342 - r_coeff: 0.4567 - val_loss: 2.7820 - val_success_ratio: 0.7500 - val_r_coeff: 0.4128
Epoch 937/6000
0s - loss: 2.4440 - success_ratio: 0.7342 - r_coeff: 0.4569 - val_loss: 2.7814 - val_success_ratio: 0.7500 - val_r_coeff: 0.4129
Epoch 938/6000
0s - loss: 2.4432 - success_ratio: 0.7342 - r_coeff: 0.4571 - val_loss: 2.7808 - val_success_ratio: 0.7500 - val_r_coeff: 0.4130
Epoch 939/6000
0s - loss: 2.4424 - success_ratio: 0.7342 - r_coeff: 0.4573 - val_loss: 2.7801 - val_success_ratio: 0.7500 - val_r_coeff: 0.4132
Epoch 940/6000
0s - loss: 2.4415 - success_ratio: 0.7316 - r_coeff: 0.4574 - val_loss: 2.7795 - val_success_ratio: 0.7500 - val_r_coeff: 0.4133
Epoch 941/6000
0s - loss: 2.4407 - success_ratio: 0.7316 - r_coeff: 0.4576 - val_loss: 2.7789 - val_success_ratio: 0.7500 - val_r_coeff: 0.4134
Epoch 942/6000
0s - loss: 2.4399 - success_ratio: 0.7316 - r_coeff: 0.4578 - val_loss: 2.7783 - val_success_ratio: 0.7500 - val_r_coeff: 0.4136
Epoch 943/6000
0s - loss: 2.4391 - success_ratio: 0.7316 - r_coeff: 0.4580 - val_loss: 2.7777 - val_success_ratio: 0.7500 - val_r_coeff: 0.4137
Epoch 944/6000
0s - loss: 2.4382 - success_ratio: 0.7291 - r_coeff: 0.4582 - val_loss: 2.7771 - val_success_ratio: 0.7500 - val_r_coeff: 0.4138
Epoch 945/6000
0s - loss: 2.4374 - success_ratio: 0.7291 - r_coeff: 0.4584 - val_loss: 2.7765 - val_success_ratio: 0.7500 - val_r_coeff: 0.4139
Epoch 946/6000
0s - loss: 2.4366 - success_ratio: 0.7291 - r_coeff: 0.4585 - val_loss: 2.7759 - val_success_ratio: 0.7500 - val_r_coeff: 0.4141
Epoch 947/6000
0s - loss: 2.4358 - success_ratio: 0.7291 - r_coeff: 0.4587 - val_loss: 2.7753 - val_success_ratio: 0.7500 - val_r_coeff: 0.4142
Epoch 948/6000
0s - loss: 2.4350 - success_ratio: 0.7291 - r_coeff: 0.4589 - val_loss: 2.7747 - val_success_ratio: 0.7500 - val_r_coeff: 0.4143
Epoch 949/6000
0s - loss: 2.4342 - success_ratio: 0.7291 - r_coeff: 0.4591 - val_loss: 2.7741 - val_success_ratio: 0.7500 - val_r_coeff: 0.4144
Epoch 950/6000
0s - loss: 2.4334 - success_ratio: 0.7291 - r_coeff: 0.4593 - val_loss: 2.7735 - val_success_ratio: 0.7500 - val_r_coeff: 0.4146
Epoch 951/6000
0s - loss: 2.4325 - success_ratio: 0.7291 - r_coeff: 0.4594 - val_loss: 2.7728 - val_success_ratio: 0.7500 - val_r_coeff: 0.4147
Epoch 952/6000
0s - loss: 2.4317 - success_ratio: 0.7291 - r_coeff: 0.4596 - val_loss: 2.7722 - val_success_ratio: 0.7500 - val_r_coeff: 0.4148
Epoch 953/6000
0s - loss: 2.4309 - success_ratio: 0.7291 - r_coeff: 0.4598 - val_loss: 2.7715 - val_success_ratio: 0.7500 - val_r_coeff: 0.4150
Epoch 954/6000
0s - loss: 2.4301 - success_ratio: 0.7291 - r_coeff: 0.4600 - val_loss: 2.7708 - val_success_ratio: 0.7500 - val_r_coeff: 0.4151
Epoch 955/6000
0s - loss: 2.4293 - success_ratio: 0.7291 - r_coeff: 0.4602 - val_loss: 2.7701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4153
Epoch 956/6000
0s - loss: 2.4286 - success_ratio: 0.7291 - r_coeff: 0.4603 - val_loss: 2.7693 - val_success_ratio: 0.7500 - val_r_coeff: 0.4155
Epoch 957/6000
0s - loss: 2.4278 - success_ratio: 0.7291 - r_coeff: 0.4605 - val_loss: 2.7685 - val_success_ratio: 0.7500 - val_r_coeff: 0.4156
Epoch 958/6000
0s - loss: 2.4271 - success_ratio: 0.7291 - r_coeff: 0.4607 - val_loss: 2.7677 - val_success_ratio: 0.7500 - val_r_coeff: 0.4158
Epoch 959/6000
0s - loss: 2.4263 - success_ratio: 0.7291 - r_coeff: 0.4608 - val_loss: 2.7668 - val_success_ratio: 0.7500 - val_r_coeff: 0.4160
Epoch 960/6000
0s - loss: 2.4255 - success_ratio: 0.7291 - r_coeff: 0.4610 - val_loss: 2.7659 - val_success_ratio: 0.7500 - val_r_coeff: 0.4162
Epoch 961/6000
0s - loss: 2.4248 - success_ratio: 0.7291 - r_coeff: 0.4612 - val_loss: 2.7650 - val_success_ratio: 0.7500 - val_r_coeff: 0.4164
Epoch 962/6000
0s - loss: 2.4241 - success_ratio: 0.7266 - r_coeff: 0.4613 - val_loss: 2.7641 - val_success_ratio: 0.7500 - val_r_coeff: 0.4165
Epoch 963/6000
0s - loss: 2.4233 - success_ratio: 0.7266 - r_coeff: 0.4615 - val_loss: 2.7633 - val_success_ratio: 0.7500 - val_r_coeff: 0.4167
Epoch 964/6000
0s - loss: 2.4226 - success_ratio: 0.7266 - r_coeff: 0.4617 - val_loss: 2.7624 - val_success_ratio: 0.7500 - val_r_coeff: 0.4169
Epoch 965/6000
0s - loss: 2.4218 - success_ratio: 0.7266 - r_coeff: 0.4618 - val_loss: 2.7615 - val_success_ratio: 0.7500 - val_r_coeff: 0.4171
Epoch 966/6000
0s - loss: 2.4211 - success_ratio: 0.7266 - r_coeff: 0.4620 - val_loss: 2.7606 - val_success_ratio: 0.7500 - val_r_coeff: 0.4173
Epoch 967/6000
0s - loss: 2.4204 - success_ratio: 0.7266 - r_coeff: 0.4622 - val_loss: 2.7598 - val_success_ratio: 0.7500 - val_r_coeff: 0.4175
Epoch 968/6000
0s - loss: 2.4196 - success_ratio: 0.7266 - r_coeff: 0.4623 - val_loss: 2.7591 - val_success_ratio: 0.7500 - val_r_coeff: 0.4176
Epoch 969/6000
0s - loss: 2.4189 - success_ratio: 0.7266 - r_coeff: 0.4625 - val_loss: 2.7583 - val_success_ratio: 0.7500 - val_r_coeff: 0.4178
Epoch 970/6000
0s - loss: 2.4181 - success_ratio: 0.7266 - r_coeff: 0.4626 - val_loss: 2.7576 - val_success_ratio: 0.7500 - val_r_coeff: 0.4179
Epoch 971/6000
0s - loss: 2.4174 - success_ratio: 0.7266 - r_coeff: 0.4628 - val_loss: 2.7570 - val_success_ratio: 0.7500 - val_r_coeff: 0.4181
Epoch 972/6000
0s - loss: 2.4167 - success_ratio: 0.7266 - r_coeff: 0.4630 - val_loss: 2.7564 - val_success_ratio: 0.7500 - val_r_coeff: 0.4182
Epoch 973/6000
0s - loss: 2.4159 - success_ratio: 0.7266 - r_coeff: 0.4631 - val_loss: 2.7558 - val_success_ratio: 0.7500 - val_r_coeff: 0.4183
Epoch 974/6000
0s - loss: 2.4152 - success_ratio: 0.7266 - r_coeff: 0.4633 - val_loss: 2.7553 - val_success_ratio: 0.7500 - val_r_coeff: 0.4184
Epoch 975/6000
0s - loss: 2.4145 - success_ratio: 0.7266 - r_coeff: 0.4635 - val_loss: 2.7547 - val_success_ratio: 0.7500 - val_r_coeff: 0.4185
Epoch 976/6000
0s - loss: 2.4138 - success_ratio: 0.7266 - r_coeff: 0.4636 - val_loss: 2.7542 - val_success_ratio: 0.7500 - val_r_coeff: 0.4186
Epoch 977/6000
0s - loss: 2.4131 - success_ratio: 0.7266 - r_coeff: 0.4638 - val_loss: 2.7538 - val_success_ratio: 0.7500 - val_r_coeff: 0.4187
Epoch 978/6000
0s - loss: 2.4123 - success_ratio: 0.7266 - r_coeff: 0.4639 - val_loss: 2.7533 - val_success_ratio: 0.7500 - val_r_coeff: 0.4188
Epoch 979/6000
0s - loss: 2.4116 - success_ratio: 0.7266 - r_coeff: 0.4641 - val_loss: 2.7528 - val_success_ratio: 0.7500 - val_r_coeff: 0.4189
Epoch 980/6000
0s - loss: 2.4109 - success_ratio: 0.7266 - r_coeff: 0.4642 - val_loss: 2.7524 - val_success_ratio: 0.7500 - val_r_coeff: 0.4190
Epoch 981/6000
0s - loss: 2.4103 - success_ratio: 0.7266 - r_coeff: 0.4644 - val_loss: 2.7519 - val_success_ratio: 0.7500 - val_r_coeff: 0.4191
Epoch 982/6000
0s - loss: 2.4096 - success_ratio: 0.7266 - r_coeff: 0.4646 - val_loss: 2.7514 - val_success_ratio: 0.7500 - val_r_coeff: 0.4192
Epoch 983/6000
0s - loss: 2.4089 - success_ratio: 0.7266 - r_coeff: 0.4647 - val_loss: 2.7509 - val_success_ratio: 0.7500 - val_r_coeff: 0.4193
Epoch 984/6000
0s - loss: 2.4082 - success_ratio: 0.7266 - r_coeff: 0.4649 - val_loss: 2.7504 - val_success_ratio: 0.7500 - val_r_coeff: 0.4194
Epoch 985/6000
0s - loss: 2.4075 - success_ratio: 0.7266 - r_coeff: 0.4650 - val_loss: 2.7499 - val_success_ratio: 0.7500 - val_r_coeff: 0.4196
Epoch 986/6000
0s - loss: 2.4069 - success_ratio: 0.7266 - r_coeff: 0.4652 - val_loss: 2.7493 - val_success_ratio: 0.7400 - val_r_coeff: 0.4197
Epoch 987/6000
0s - loss: 2.4062 - success_ratio: 0.7266 - r_coeff: 0.4653 - val_loss: 2.7488 - val_success_ratio: 0.7400 - val_r_coeff: 0.4198
Epoch 988/6000
0s - loss: 2.4055 - success_ratio: 0.7266 - r_coeff: 0.4654 - val_loss: 2.7483 - val_success_ratio: 0.7400 - val_r_coeff: 0.4199
Epoch 989/6000
0s - loss: 2.4049 - success_ratio: 0.7266 - r_coeff: 0.4656 - val_loss: 2.7477 - val_success_ratio: 0.7400 - val_r_coeff: 0.4200
Epoch 990/6000
0s - loss: 2.4042 - success_ratio: 0.7291 - r_coeff: 0.4657 - val_loss: 2.7472 - val_success_ratio: 0.7400 - val_r_coeff: 0.4201
Epoch 991/6000
0s - loss: 2.4036 - success_ratio: 0.7291 - r_coeff: 0.4659 - val_loss: 2.7467 - val_success_ratio: 0.7400 - val_r_coeff: 0.4202
Epoch 992/6000
0s - loss: 2.4029 - success_ratio: 0.7291 - r_coeff: 0.4660 - val_loss: 2.7462 - val_success_ratio: 0.7400 - val_r_coeff: 0.4203
Epoch 993/6000
0s - loss: 2.4023 - success_ratio: 0.7291 - r_coeff: 0.4662 - val_loss: 2.7457 - val_success_ratio: 0.7400 - val_r_coeff: 0.4204
Epoch 994/6000
0s - loss: 2.4017 - success_ratio: 0.7291 - r_coeff: 0.4663 - val_loss: 2.7452 - val_success_ratio: 0.7400 - val_r_coeff: 0.4205
Epoch 995/6000
0s - loss: 2.4010 - success_ratio: 0.7291 - r_coeff: 0.4664 - val_loss: 2.7446 - val_success_ratio: 0.7400 - val_r_coeff: 0.4207
Epoch 996/6000
0s - loss: 2.4004 - success_ratio: 0.7316 - r_coeff: 0.4666 - val_loss: 2.7441 - val_success_ratio: 0.7400 - val_r_coeff: 0.4208
Epoch 997/6000
0s - loss: 2.3998 - success_ratio: 0.7316 - r_coeff: 0.4667 - val_loss: 2.7435 - val_success_ratio: 0.7400 - val_r_coeff: 0.4209
Epoch 998/6000
0s - loss: 2.3992 - success_ratio: 0.7316 - r_coeff: 0.4669 - val_loss: 2.7429 - val_success_ratio: 0.7400 - val_r_coeff: 0.4210
Epoch 999/6000
0s - loss: 2.3986 - success_ratio: 0.7342 - r_coeff: 0.4670 - val_loss: 2.7424 - val_success_ratio: 0.7400 - val_r_coeff: 0.4211
Epoch 1000/6000
0s - loss: 2.3980 - success_ratio: 0.7342 - r_coeff: 0.4671 - val_loss: 2.7418 - val_success_ratio: 0.7400 - val_r_coeff: 0.4213
Epoch 1001/6000
0s - loss: 2.3974 - success_ratio: 0.7367 - r_coeff: 0.4673 - val_loss: 2.7412 - val_success_ratio: 0.7400 - val_r_coeff: 0.4214
Epoch 1002/6000
0s - loss: 2.3968 - success_ratio: 0.7367 - r_coeff: 0.4674 - val_loss: 2.7406 - val_success_ratio: 0.7400 - val_r_coeff: 0.4215
Epoch 1003/6000
0s - loss: 2.3962 - success_ratio: 0.7367 - r_coeff: 0.4675 - val_loss: 2.7400 - val_success_ratio: 0.7400 - val_r_coeff: 0.4216
Epoch 1004/6000
0s - loss: 2.3956 - success_ratio: 0.7367 - r_coeff: 0.4677 - val_loss: 2.7394 - val_success_ratio: 0.7400 - val_r_coeff: 0.4218
Epoch 1005/6000
0s - loss: 2.3950 - success_ratio: 0.7367 - r_coeff: 0.4678 - val_loss: 2.7389 - val_success_ratio: 0.7400 - val_r_coeff: 0.4219
Epoch 1006/6000
0s - loss: 2.3944 - success_ratio: 0.7367 - r_coeff: 0.4679 - val_loss: 2.7383 - val_success_ratio: 0.7400 - val_r_coeff: 0.4220
Epoch 1007/6000
0s - loss: 2.3938 - success_ratio: 0.7367 - r_coeff: 0.4681 - val_loss: 2.7376 - val_success_ratio: 0.7400 - val_r_coeff: 0.4221
Epoch 1008/6000
0s - loss: 2.3932 - success_ratio: 0.7367 - r_coeff: 0.4682 - val_loss: 2.7369 - val_success_ratio: 0.7400 - val_r_coeff: 0.4223
Epoch 1009/6000
0s - loss: 2.3926 - success_ratio: 0.7342 - r_coeff: 0.4683 - val_loss: 2.7362 - val_success_ratio: 0.7400 - val_r_coeff: 0.4224
Epoch 1010/6000
0s - loss: 2.3920 - success_ratio: 0.7316 - r_coeff: 0.4685 - val_loss: 2.7354 - val_success_ratio: 0.7400 - val_r_coeff: 0.4226
Epoch 1011/6000
0s - loss: 2.3914 - success_ratio: 0.7316 - r_coeff: 0.4686 - val_loss: 2.7347 - val_success_ratio: 0.7400 - val_r_coeff: 0.4228
Epoch 1012/6000
0s - loss: 2.3908 - success_ratio: 0.7316 - r_coeff: 0.4687 - val_loss: 2.7339 - val_success_ratio: 0.7400 - val_r_coeff: 0.4229
Epoch 1013/6000
0s - loss: 2.3902 - success_ratio: 0.7316 - r_coeff: 0.4689 - val_loss: 2.7331 - val_success_ratio: 0.7400 - val_r_coeff: 0.4231
Epoch 1014/6000
0s - loss: 2.3896 - success_ratio: 0.7342 - r_coeff: 0.4690 - val_loss: 2.7324 - val_success_ratio: 0.7400 - val_r_coeff: 0.4232
Epoch 1015/6000
0s - loss: 2.3890 - success_ratio: 0.7342 - r_coeff: 0.4691 - val_loss: 2.7317 - val_success_ratio: 0.7400 - val_r_coeff: 0.4234
Epoch 1016/6000
0s - loss: 2.3884 - success_ratio: 0.7342 - r_coeff: 0.4692 - val_loss: 2.7310 - val_success_ratio: 0.7400 - val_r_coeff: 0.4235
Epoch 1017/6000
0s - loss: 2.3879 - success_ratio: 0.7342 - r_coeff: 0.4694 - val_loss: 2.7303 - val_success_ratio: 0.7400 - val_r_coeff: 0.4237
Epoch 1018/6000
0s - loss: 2.3873 - success_ratio: 0.7342 - r_coeff: 0.4695 - val_loss: 2.7297 - val_success_ratio: 0.7400 - val_r_coeff: 0.4238
Epoch 1019/6000
0s - loss: 2.3867 - success_ratio: 0.7342 - r_coeff: 0.4696 - val_loss: 2.7291 - val_success_ratio: 0.7400 - val_r_coeff: 0.4239
Epoch 1020/6000
0s - loss: 2.3861 - success_ratio: 0.7342 - r_coeff: 0.4698 - val_loss: 2.7286 - val_success_ratio: 0.7400 - val_r_coeff: 0.4241
Epoch 1021/6000
0s - loss: 2.3856 - success_ratio: 0.7316 - r_coeff: 0.4699 - val_loss: 2.7281 - val_success_ratio: 0.7400 - val_r_coeff: 0.4242
Epoch 1022/6000
0s - loss: 2.3850 - success_ratio: 0.7316 - r_coeff: 0.4700 - val_loss: 2.7276 - val_success_ratio: 0.7400 - val_r_coeff: 0.4243
Epoch 1023/6000
0s - loss: 2.3844 - success_ratio: 0.7316 - r_coeff: 0.4701 - val_loss: 2.7271 - val_success_ratio: 0.7400 - val_r_coeff: 0.4244
Epoch 1024/6000
0s - loss: 2.3838 - success_ratio: 0.7316 - r_coeff: 0.4703 - val_loss: 2.7267 - val_success_ratio: 0.7400 - val_r_coeff: 0.4244
Epoch 1025/6000
0s - loss: 2.3833 - success_ratio: 0.7316 - r_coeff: 0.4704 - val_loss: 2.7263 - val_success_ratio: 0.7400 - val_r_coeff: 0.4245
Epoch 1026/6000
0s - loss: 2.3827 - success_ratio: 0.7316 - r_coeff: 0.4705 - val_loss: 2.7259 - val_success_ratio: 0.7400 - val_r_coeff: 0.4246
Epoch 1027/6000
0s - loss: 2.3821 - success_ratio: 0.7316 - r_coeff: 0.4706 - val_loss: 2.7254 - val_success_ratio: 0.7400 - val_r_coeff: 0.4247
Epoch 1028/6000
0s - loss: 2.3816 - success_ratio: 0.7316 - r_coeff: 0.4708 - val_loss: 2.7250 - val_success_ratio: 0.7400 - val_r_coeff: 0.4248
Epoch 1029/6000
0s - loss: 2.3810 - success_ratio: 0.7316 - r_coeff: 0.4709 - val_loss: 2.7247 - val_success_ratio: 0.7400 - val_r_coeff: 0.4249
Epoch 1030/6000
0s - loss: 2.3804 - success_ratio: 0.7316 - r_coeff: 0.4710 - val_loss: 2.7243 - val_success_ratio: 0.7400 - val_r_coeff: 0.4250
Epoch 1031/6000
0s - loss: 2.3799 - success_ratio: 0.7316 - r_coeff: 0.4711 - val_loss: 2.7239 - val_success_ratio: 0.7400 - val_r_coeff: 0.4250
Epoch 1032/6000
0s - loss: 2.3793 - success_ratio: 0.7316 - r_coeff: 0.4713 - val_loss: 2.7235 - val_success_ratio: 0.7400 - val_r_coeff: 0.4251
Epoch 1033/6000
0s - loss: 2.3788 - success_ratio: 0.7316 - r_coeff: 0.4714 - val_loss: 2.7232 - val_success_ratio: 0.7400 - val_r_coeff: 0.4252
Epoch 1034/6000
0s - loss: 2.3782 - success_ratio: 0.7316 - r_coeff: 0.4715 - val_loss: 2.7228 - val_success_ratio: 0.7400 - val_r_coeff: 0.4253
Epoch 1035/6000
0s - loss: 2.3777 - success_ratio: 0.7316 - r_coeff: 0.4716 - val_loss: 2.7224 - val_success_ratio: 0.7400 - val_r_coeff: 0.4254
Epoch 1036/6000
0s - loss: 2.3771 - success_ratio: 0.7316 - r_coeff: 0.4718 - val_loss: 2.7221 - val_success_ratio: 0.7400 - val_r_coeff: 0.4254
Epoch 1037/6000
0s - loss: 2.3766 - success_ratio: 0.7316 - r_coeff: 0.4719 - val_loss: 2.7217 - val_success_ratio: 0.7400 - val_r_coeff: 0.4255
Epoch 1038/6000
0s - loss: 2.3761 - success_ratio: 0.7316 - r_coeff: 0.4720 - val_loss: 2.7213 - val_success_ratio: 0.7400 - val_r_coeff: 0.4256
Epoch 1039/6000
0s - loss: 2.3755 - success_ratio: 0.7342 - r_coeff: 0.4721 - val_loss: 2.7210 - val_success_ratio: 0.7400 - val_r_coeff: 0.4257
Epoch 1040/6000
0s - loss: 2.3750 - success_ratio: 0.7342 - r_coeff: 0.4722 - val_loss: 2.7207 - val_success_ratio: 0.7400 - val_r_coeff: 0.4257
Epoch 1041/6000
0s - loss: 2.3745 - success_ratio: 0.7342 - r_coeff: 0.4724 - val_loss: 2.7203 - val_success_ratio: 0.7400 - val_r_coeff: 0.4258
Epoch 1042/6000
0s - loss: 2.3739 - success_ratio: 0.7342 - r_coeff: 0.4725 - val_loss: 2.7200 - val_success_ratio: 0.7400 - val_r_coeff: 0.4259
Epoch 1043/6000
0s - loss: 2.3734 - success_ratio: 0.7342 - r_coeff: 0.4726 - val_loss: 2.7197 - val_success_ratio: 0.7400 - val_r_coeff: 0.4259
Epoch 1044/6000
0s - loss: 2.3729 - success_ratio: 0.7342 - r_coeff: 0.4727 - val_loss: 2.7194 - val_success_ratio: 0.7400 - val_r_coeff: 0.4260
Epoch 1045/6000
0s - loss: 2.3724 - success_ratio: 0.7342 - r_coeff: 0.4728 - val_loss: 2.7190 - val_success_ratio: 0.7400 - val_r_coeff: 0.4261
Epoch 1046/6000
0s - loss: 2.3718 - success_ratio: 0.7342 - r_coeff: 0.4729 - val_loss: 2.7187 - val_success_ratio: 0.7400 - val_r_coeff: 0.4261
Epoch 1047/6000
0s - loss: 2.3713 - success_ratio: 0.7342 - r_coeff: 0.4730 - val_loss: 2.7184 - val_success_ratio: 0.7400 - val_r_coeff: 0.4262
Epoch 1048/6000
0s - loss: 2.3708 - success_ratio: 0.7342 - r_coeff: 0.4732 - val_loss: 2.7180 - val_success_ratio: 0.7400 - val_r_coeff: 0.4263
Epoch 1049/6000
0s - loss: 2.3703 - success_ratio: 0.7342 - r_coeff: 0.4733 - val_loss: 2.7177 - val_success_ratio: 0.7400 - val_r_coeff: 0.4264
Epoch 1050/6000
0s - loss: 2.3698 - success_ratio: 0.7342 - r_coeff: 0.4734 - val_loss: 2.7173 - val_success_ratio: 0.7400 - val_r_coeff: 0.4264
Epoch 1051/6000
0s - loss: 2.3693 - success_ratio: 0.7342 - r_coeff: 0.4735 - val_loss: 2.7170 - val_success_ratio: 0.7400 - val_r_coeff: 0.4265
Epoch 1052/6000
0s - loss: 2.3688 - success_ratio: 0.7342 - r_coeff: 0.4736 - val_loss: 2.7166 - val_success_ratio: 0.7400 - val_r_coeff: 0.4266
Epoch 1053/6000
0s - loss: 2.3683 - success_ratio: 0.7342 - r_coeff: 0.4737 - val_loss: 2.7162 - val_success_ratio: 0.7400 - val_r_coeff: 0.4267
Epoch 1054/6000
0s - loss: 2.3678 - success_ratio: 0.7342 - r_coeff: 0.4738 - val_loss: 2.7159 - val_success_ratio: 0.7400 - val_r_coeff: 0.4267
Epoch 1055/6000
0s - loss: 2.3673 - success_ratio: 0.7342 - r_coeff: 0.4740 - val_loss: 2.7155 - val_success_ratio: 0.7400 - val_r_coeff: 0.4268
Epoch 1056/6000
0s - loss: 2.3668 - success_ratio: 0.7342 - r_coeff: 0.4741 - val_loss: 2.7152 - val_success_ratio: 0.7400 - val_r_coeff: 0.4269
Epoch 1057/6000
0s - loss: 2.3663 - success_ratio: 0.7342 - r_coeff: 0.4742 - val_loss: 2.7149 - val_success_ratio: 0.7400 - val_r_coeff: 0.4269
Epoch 1058/6000
0s - loss: 2.3658 - success_ratio: 0.7342 - r_coeff: 0.4743 - val_loss: 2.7145 - val_success_ratio: 0.7400 - val_r_coeff: 0.4270
Epoch 1059/6000
0s - loss: 2.3653 - success_ratio: 0.7342 - r_coeff: 0.4744 - val_loss: 2.7142 - val_success_ratio: 0.7400 - val_r_coeff: 0.4271
Epoch 1060/6000
0s - loss: 2.3648 - success_ratio: 0.7342 - r_coeff: 0.4745 - val_loss: 2.7139 - val_success_ratio: 0.7400 - val_r_coeff: 0.4272
Epoch 1061/6000
0s - loss: 2.3643 - success_ratio: 0.7342 - r_coeff: 0.4746 - val_loss: 2.7136 - val_success_ratio: 0.7400 - val_r_coeff: 0.4272
Epoch 1062/6000
0s - loss: 2.3639 - success_ratio: 0.7342 - r_coeff: 0.4747 - val_loss: 2.7133 - val_success_ratio: 0.7400 - val_r_coeff: 0.4273
Epoch 1063/6000
0s - loss: 2.3634 - success_ratio: 0.7342 - r_coeff: 0.4748 - val_loss: 2.7129 - val_success_ratio: 0.7400 - val_r_coeff: 0.4274
Epoch 1064/6000
0s - loss: 2.3629 - success_ratio: 0.7342 - r_coeff: 0.4749 - val_loss: 2.7126 - val_success_ratio: 0.7400 - val_r_coeff: 0.4274
Epoch 1065/6000
0s - loss: 2.3625 - success_ratio: 0.7342 - r_coeff: 0.4750 - val_loss: 2.7123 - val_success_ratio: 0.7400 - val_r_coeff: 0.4275
Epoch 1066/6000
0s - loss: 2.3620 - success_ratio: 0.7367 - r_coeff: 0.4751 - val_loss: 2.7120 - val_success_ratio: 0.7400 - val_r_coeff: 0.4275
Epoch 1067/6000
0s - loss: 2.3615 - success_ratio: 0.7367 - r_coeff: 0.4752 - val_loss: 2.7117 - val_success_ratio: 0.7400 - val_r_coeff: 0.4276
Epoch 1068/6000
0s - loss: 2.3611 - success_ratio: 0.7367 - r_coeff: 0.4753 - val_loss: 2.7114 - val_success_ratio: 0.7400 - val_r_coeff: 0.4277
Epoch 1069/6000
0s - loss: 2.3606 - success_ratio: 0.7367 - r_coeff: 0.4754 - val_loss: 2.7111 - val_success_ratio: 0.7400 - val_r_coeff: 0.4277
Epoch 1070/6000
0s - loss: 2.3601 - success_ratio: 0.7367 - r_coeff: 0.4755 - val_loss: 2.7108 - val_success_ratio: 0.7400 - val_r_coeff: 0.4278
Epoch 1071/6000
0s - loss: 2.3597 - success_ratio: 0.7367 - r_coeff: 0.4756 - val_loss: 2.7104 - val_success_ratio: 0.7400 - val_r_coeff: 0.4279
Epoch 1072/6000
0s - loss: 2.3592 - success_ratio: 0.7367 - r_coeff: 0.4757 - val_loss: 2.7101 - val_success_ratio: 0.7400 - val_r_coeff: 0.4279
Epoch 1073/6000
0s - loss: 2.3587 - success_ratio: 0.7367 - r_coeff: 0.4758 - val_loss: 2.7098 - val_success_ratio: 0.7400 - val_r_coeff: 0.4280
Epoch 1074/6000
0s - loss: 2.3583 - success_ratio: 0.7367 - r_coeff: 0.4759 - val_loss: 2.7094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4281
Epoch 1075/6000
0s - loss: 2.3578 - success_ratio: 0.7367 - r_coeff: 0.4760 - val_loss: 2.7091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4282
Epoch 1076/6000
0s - loss: 2.3574 - success_ratio: 0.7367 - r_coeff: 0.4761 - val_loss: 2.7087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4282
Epoch 1077/6000
0s - loss: 2.3569 - success_ratio: 0.7367 - r_coeff: 0.4762 - val_loss: 2.7084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4283
Epoch 1078/6000
0s - loss: 2.3565 - success_ratio: 0.7367 - r_coeff: 0.4763 - val_loss: 2.7080 - val_success_ratio: 0.7400 - val_r_coeff: 0.4284
Epoch 1079/6000
0s - loss: 2.3560 - success_ratio: 0.7367 - r_coeff: 0.4764 - val_loss: 2.7076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4285
Epoch 1080/6000
0s - loss: 2.3556 - success_ratio: 0.7367 - r_coeff: 0.4765 - val_loss: 2.7073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4285
Epoch 1081/6000
0s - loss: 2.3551 - success_ratio: 0.7367 - r_coeff: 0.4766 - val_loss: 2.7070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4286
Epoch 1082/6000
0s - loss: 2.3547 - success_ratio: 0.7367 - r_coeff: 0.4767 - val_loss: 2.7067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4287
Epoch 1083/6000
0s - loss: 2.3543 - success_ratio: 0.7367 - r_coeff: 0.4768 - val_loss: 2.7065 - val_success_ratio: 0.7400 - val_r_coeff: 0.4287
Epoch 1084/6000
0s - loss: 2.3538 - success_ratio: 0.7367 - r_coeff: 0.4769 - val_loss: 2.7062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4288
Epoch 1085/6000
0s - loss: 2.3534 - success_ratio: 0.7367 - r_coeff: 0.4770 - val_loss: 2.7060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4288
Epoch 1086/6000
0s - loss: 2.3530 - success_ratio: 0.7367 - r_coeff: 0.4771 - val_loss: 2.7058 - val_success_ratio: 0.7400 - val_r_coeff: 0.4289
Epoch 1087/6000
0s - loss: 2.3525 - success_ratio: 0.7367 - r_coeff: 0.4772 - val_loss: 2.7055 - val_success_ratio: 0.7400 - val_r_coeff: 0.4289
Epoch 1088/6000
0s - loss: 2.3521 - success_ratio: 0.7367 - r_coeff: 0.4773 - val_loss: 2.7053 - val_success_ratio: 0.7400 - val_r_coeff: 0.4290
Epoch 1089/6000
0s - loss: 2.3517 - success_ratio: 0.7367 - r_coeff: 0.4774 - val_loss: 2.7051 - val_success_ratio: 0.7400 - val_r_coeff: 0.4290
Epoch 1090/6000
0s - loss: 2.3513 - success_ratio: 0.7367 - r_coeff: 0.4775 - val_loss: 2.7049 - val_success_ratio: 0.7400 - val_r_coeff: 0.4291
Epoch 1091/6000
0s - loss: 2.3508 - success_ratio: 0.7367 - r_coeff: 0.4776 - val_loss: 2.7047 - val_success_ratio: 0.7400 - val_r_coeff: 0.4291
Epoch 1092/6000
0s - loss: 2.3504 - success_ratio: 0.7367 - r_coeff: 0.4777 - val_loss: 2.7045 - val_success_ratio: 0.7400 - val_r_coeff: 0.4291
Epoch 1093/6000
0s - loss: 2.3500 - success_ratio: 0.7367 - r_coeff: 0.4778 - val_loss: 2.7043 - val_success_ratio: 0.7400 - val_r_coeff: 0.4292
Epoch 1094/6000
0s - loss: 2.3496 - success_ratio: 0.7367 - r_coeff: 0.4779 - val_loss: 2.7041 - val_success_ratio: 0.7400 - val_r_coeff: 0.4292
Epoch 1095/6000
0s - loss: 2.3492 - success_ratio: 0.7367 - r_coeff: 0.4780 - val_loss: 2.7039 - val_success_ratio: 0.7400 - val_r_coeff: 0.4293
Epoch 1096/6000
0s - loss: 2.3488 - success_ratio: 0.7367 - r_coeff: 0.4781 - val_loss: 2.7038 - val_success_ratio: 0.7400 - val_r_coeff: 0.4293
Epoch 1097/6000
0s - loss: 2.3483 - success_ratio: 0.7367 - r_coeff: 0.4782 - val_loss: 2.7036 - val_success_ratio: 0.7400 - val_r_coeff: 0.4293
Epoch 1098/6000
0s - loss: 2.3479 - success_ratio: 0.7367 - r_coeff: 0.4782 - val_loss: 2.7034 - val_success_ratio: 0.7400 - val_r_coeff: 0.4294
Epoch 1099/6000
0s - loss: 2.3475 - success_ratio: 0.7367 - r_coeff: 0.4783 - val_loss: 2.7032 - val_success_ratio: 0.7400 - val_r_coeff: 0.4294
Epoch 1100/6000
0s - loss: 2.3471 - success_ratio: 0.7367 - r_coeff: 0.4784 - val_loss: 2.7030 - val_success_ratio: 0.7400 - val_r_coeff: 0.4294
Epoch 1101/6000
0s - loss: 2.3467 - success_ratio: 0.7367 - r_coeff: 0.4785 - val_loss: 2.7028 - val_success_ratio: 0.7400 - val_r_coeff: 0.4295
Epoch 1102/6000
0s - loss: 2.3463 - success_ratio: 0.7367 - r_coeff: 0.4786 - val_loss: 2.7026 - val_success_ratio: 0.7400 - val_r_coeff: 0.4295
Epoch 1103/6000
0s - loss: 2.3460 - success_ratio: 0.7367 - r_coeff: 0.4787 - val_loss: 2.7024 - val_success_ratio: 0.7400 - val_r_coeff: 0.4296
Epoch 1104/6000
0s - loss: 2.3456 - success_ratio: 0.7367 - r_coeff: 0.4788 - val_loss: 2.7022 - val_success_ratio: 0.7400 - val_r_coeff: 0.4296
Epoch 1105/6000
0s - loss: 2.3452 - success_ratio: 0.7367 - r_coeff: 0.4789 - val_loss: 2.7020 - val_success_ratio: 0.7400 - val_r_coeff: 0.4297
Epoch 1106/6000
0s - loss: 2.3448 - success_ratio: 0.7367 - r_coeff: 0.4789 - val_loss: 2.7018 - val_success_ratio: 0.7400 - val_r_coeff: 0.4297
Epoch 1107/6000
0s - loss: 2.3444 - success_ratio: 0.7367 - r_coeff: 0.4790 - val_loss: 2.7016 - val_success_ratio: 0.7400 - val_r_coeff: 0.4297
Epoch 1108/6000
0s - loss: 2.3440 - success_ratio: 0.7367 - r_coeff: 0.4791 - val_loss: 2.7013 - val_success_ratio: 0.7400 - val_r_coeff: 0.4298
Epoch 1109/6000
0s - loss: 2.3436 - success_ratio: 0.7367 - r_coeff: 0.4792 - val_loss: 2.7009 - val_success_ratio: 0.7400 - val_r_coeff: 0.4299
Epoch 1110/6000
0s - loss: 2.3433 - success_ratio: 0.7367 - r_coeff: 0.4793 - val_loss: 2.7005 - val_success_ratio: 0.7400 - val_r_coeff: 0.4300
Epoch 1111/6000
0s - loss: 2.3429 - success_ratio: 0.7367 - r_coeff: 0.4794 - val_loss: 2.7001 - val_success_ratio: 0.7400 - val_r_coeff: 0.4301
Epoch 1112/6000
0s - loss: 2.3425 - success_ratio: 0.7367 - r_coeff: 0.4795 - val_loss: 2.6997 - val_success_ratio: 0.7400 - val_r_coeff: 0.4302
Epoch 1113/6000
0s - loss: 2.3421 - success_ratio: 0.7367 - r_coeff: 0.4795 - val_loss: 2.6992 - val_success_ratio: 0.7400 - val_r_coeff: 0.4303
Epoch 1114/6000
0s - loss: 2.3417 - success_ratio: 0.7367 - r_coeff: 0.4796 - val_loss: 2.6988 - val_success_ratio: 0.7400 - val_r_coeff: 0.4303
Epoch 1115/6000
0s - loss: 2.3413 - success_ratio: 0.7367 - r_coeff: 0.4797 - val_loss: 2.6985 - val_success_ratio: 0.7400 - val_r_coeff: 0.4304
Epoch 1116/6000
0s - loss: 2.3409 - success_ratio: 0.7367 - r_coeff: 0.4798 - val_loss: 2.6982 - val_success_ratio: 0.7400 - val_r_coeff: 0.4305
Epoch 1117/6000
0s - loss: 2.3405 - success_ratio: 0.7367 - r_coeff: 0.4799 - val_loss: 2.6979 - val_success_ratio: 0.7400 - val_r_coeff: 0.4305
Epoch 1118/6000
0s - loss: 2.3401 - success_ratio: 0.7392 - r_coeff: 0.4800 - val_loss: 2.6977 - val_success_ratio: 0.7400 - val_r_coeff: 0.4306
Epoch 1119/6000
0s - loss: 2.3398 - success_ratio: 0.7392 - r_coeff: 0.4801 - val_loss: 2.6976 - val_success_ratio: 0.7400 - val_r_coeff: 0.4306
Epoch 1120/6000
0s - loss: 2.3394 - success_ratio: 0.7392 - r_coeff: 0.4801 - val_loss: 2.6974 - val_success_ratio: 0.7400 - val_r_coeff: 0.4306
Epoch 1121/6000
0s - loss: 2.3391 - success_ratio: 0.7392 - r_coeff: 0.4802 - val_loss: 2.6973 - val_success_ratio: 0.7400 - val_r_coeff: 0.4307
Epoch 1122/6000
0s - loss: 2.3387 - success_ratio: 0.7392 - r_coeff: 0.4803 - val_loss: 2.6972 - val_success_ratio: 0.7400 - val_r_coeff: 0.4307
Epoch 1123/6000
0s - loss: 2.3384 - success_ratio: 0.7392 - r_coeff: 0.4804 - val_loss: 2.6971 - val_success_ratio: 0.7400 - val_r_coeff: 0.4307
Epoch 1124/6000
0s - loss: 2.3380 - success_ratio: 0.7392 - r_coeff: 0.4805 - val_loss: 2.6970 - val_success_ratio: 0.7400 - val_r_coeff: 0.4307
Epoch 1125/6000
0s - loss: 2.3377 - success_ratio: 0.7392 - r_coeff: 0.4805 - val_loss: 2.6969 - val_success_ratio: 0.7400 - val_r_coeff: 0.4307
Epoch 1126/6000
0s - loss: 2.3373 - success_ratio: 0.7392 - r_coeff: 0.4806 - val_loss: 2.6968 - val_success_ratio: 0.7400 - val_r_coeff: 0.4308
Epoch 1127/6000
0s - loss: 2.3370 - success_ratio: 0.7392 - r_coeff: 0.4807 - val_loss: 2.6967 - val_success_ratio: 0.7400 - val_r_coeff: 0.4308
Epoch 1128/6000
0s - loss: 2.3366 - success_ratio: 0.7392 - r_coeff: 0.4808 - val_loss: 2.6966 - val_success_ratio: 0.7400 - val_r_coeff: 0.4308
Epoch 1129/6000
0s - loss: 2.3363 - success_ratio: 0.7392 - r_coeff: 0.4808 - val_loss: 2.6965 - val_success_ratio: 0.7400 - val_r_coeff: 0.4308
Epoch 1130/6000
0s - loss: 2.3359 - success_ratio: 0.7392 - r_coeff: 0.4809 - val_loss: 2.6964 - val_success_ratio: 0.7400 - val_r_coeff: 0.4308
Epoch 1131/6000
0s - loss: 2.3356 - success_ratio: 0.7392 - r_coeff: 0.4810 - val_loss: 2.6963 - val_success_ratio: 0.7400 - val_r_coeff: 0.4309
Epoch 1132/6000
0s - loss: 2.3352 - success_ratio: 0.7392 - r_coeff: 0.4811 - val_loss: 2.6961 - val_success_ratio: 0.7400 - val_r_coeff: 0.4309
Epoch 1133/6000
0s - loss: 2.3349 - success_ratio: 0.7392 - r_coeff: 0.4811 - val_loss: 2.6959 - val_success_ratio: 0.7400 - val_r_coeff: 0.4310
Epoch 1134/6000
0s - loss: 2.3346 - success_ratio: 0.7392 - r_coeff: 0.4812 - val_loss: 2.6956 - val_success_ratio: 0.7400 - val_r_coeff: 0.4310
Epoch 1135/6000
0s - loss: 2.3342 - success_ratio: 0.7392 - r_coeff: 0.4813 - val_loss: 2.6954 - val_success_ratio: 0.7400 - val_r_coeff: 0.4311
Epoch 1136/6000
0s - loss: 2.3339 - success_ratio: 0.7392 - r_coeff: 0.4814 - val_loss: 2.6952 - val_success_ratio: 0.7400 - val_r_coeff: 0.4311
Epoch 1137/6000
0s - loss: 2.3336 - success_ratio: 0.7392 - r_coeff: 0.4814 - val_loss: 2.6951 - val_success_ratio: 0.7400 - val_r_coeff: 0.4311
Epoch 1138/6000
0s - loss: 2.3333 - success_ratio: 0.7392 - r_coeff: 0.4815 - val_loss: 2.6949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4312
Epoch 1139/6000
0s - loss: 2.3329 - success_ratio: 0.7392 - r_coeff: 0.4816 - val_loss: 2.6948 - val_success_ratio: 0.7400 - val_r_coeff: 0.4312
Epoch 1140/6000
0s - loss: 2.3326 - success_ratio: 0.7392 - r_coeff: 0.4816 - val_loss: 2.6947 - val_success_ratio: 0.7400 - val_r_coeff: 0.4312
Epoch 1141/6000
0s - loss: 2.3323 - success_ratio: 0.7392 - r_coeff: 0.4817 - val_loss: 2.6946 - val_success_ratio: 0.7400 - val_r_coeff: 0.4312
Epoch 1142/6000
0s - loss: 2.3320 - success_ratio: 0.7392 - r_coeff: 0.4818 - val_loss: 2.6945 - val_success_ratio: 0.7400 - val_r_coeff: 0.4312
Epoch 1143/6000
0s - loss: 2.3316 - success_ratio: 0.7392 - r_coeff: 0.4819 - val_loss: 2.6945 - val_success_ratio: 0.7400 - val_r_coeff: 0.4313
Epoch 1144/6000
0s - loss: 2.3313 - success_ratio: 0.7392 - r_coeff: 0.4819 - val_loss: 2.6944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4313
Epoch 1145/6000
0s - loss: 2.3310 - success_ratio: 0.7392 - r_coeff: 0.4820 - val_loss: 2.6943 - val_success_ratio: 0.7400 - val_r_coeff: 0.4313
Epoch 1146/6000
0s - loss: 2.3306 - success_ratio: 0.7392 - r_coeff: 0.4821 - val_loss: 2.6942 - val_success_ratio: 0.7400 - val_r_coeff: 0.4313
Epoch 1147/6000
0s - loss: 2.3303 - success_ratio: 0.7392 - r_coeff: 0.4822 - val_loss: 2.6940 - val_success_ratio: 0.7400 - val_r_coeff: 0.4313
Epoch 1148/6000
0s - loss: 2.3300 - success_ratio: 0.7392 - r_coeff: 0.4822 - val_loss: 2.6938 - val_success_ratio: 0.7400 - val_r_coeff: 0.4314
Epoch 1149/6000
0s - loss: 2.3297 - success_ratio: 0.7392 - r_coeff: 0.4823 - val_loss: 2.6936 - val_success_ratio: 0.7400 - val_r_coeff: 0.4314
Epoch 1150/6000
0s - loss: 2.3293 - success_ratio: 0.7392 - r_coeff: 0.4824 - val_loss: 2.6934 - val_success_ratio: 0.7400 - val_r_coeff: 0.4315
Epoch 1151/6000
0s - loss: 2.3290 - success_ratio: 0.7392 - r_coeff: 0.4824 - val_loss: 2.6932 - val_success_ratio: 0.7400 - val_r_coeff: 0.4315
Epoch 1152/6000
0s - loss: 2.3287 - success_ratio: 0.7392 - r_coeff: 0.4825 - val_loss: 2.6930 - val_success_ratio: 0.7400 - val_r_coeff: 0.4316
Epoch 1153/6000
0s - loss: 2.3284 - success_ratio: 0.7392 - r_coeff: 0.4826 - val_loss: 2.6929 - val_success_ratio: 0.7400 - val_r_coeff: 0.4316
Epoch 1154/6000
0s - loss: 2.3281 - success_ratio: 0.7392 - r_coeff: 0.4827 - val_loss: 2.6928 - val_success_ratio: 0.7400 - val_r_coeff: 0.4316
Epoch 1155/6000
0s - loss: 2.3278 - success_ratio: 0.7392 - r_coeff: 0.4827 - val_loss: 2.6927 - val_success_ratio: 0.7400 - val_r_coeff: 0.4316
Epoch 1156/6000
0s - loss: 2.3275 - success_ratio: 0.7392 - r_coeff: 0.4828 - val_loss: 2.6925 - val_success_ratio: 0.7400 - val_r_coeff: 0.4317
Epoch 1157/6000
0s - loss: 2.3272 - success_ratio: 0.7392 - r_coeff: 0.4829 - val_loss: 2.6924 - val_success_ratio: 0.7400 - val_r_coeff: 0.4317
Epoch 1158/6000
0s - loss: 2.3269 - success_ratio: 0.7392 - r_coeff: 0.4829 - val_loss: 2.6922 - val_success_ratio: 0.7400 - val_r_coeff: 0.4317
Epoch 1159/6000
0s - loss: 2.3266 - success_ratio: 0.7392 - r_coeff: 0.4830 - val_loss: 2.6921 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1160/6000
0s - loss: 2.3263 - success_ratio: 0.7392 - r_coeff: 0.4831 - val_loss: 2.6920 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1161/6000
0s - loss: 2.3260 - success_ratio: 0.7392 - r_coeff: 0.4831 - val_loss: 2.6919 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1162/6000
0s - loss: 2.3257 - success_ratio: 0.7392 - r_coeff: 0.4832 - val_loss: 2.6917 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1163/6000
0s - loss: 2.3254 - success_ratio: 0.7392 - r_coeff: 0.4833 - val_loss: 2.6916 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1164/6000
0s - loss: 2.3251 - success_ratio: 0.7392 - r_coeff: 0.4833 - val_loss: 2.6915 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1165/6000
0s - loss: 2.3248 - success_ratio: 0.7392 - r_coeff: 0.4834 - val_loss: 2.6914 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1166/6000
0s - loss: 2.3245 - success_ratio: 0.7392 - r_coeff: 0.4835 - val_loss: 2.6913 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1167/6000
0s - loss: 2.3242 - success_ratio: 0.7392 - r_coeff: 0.4835 - val_loss: 2.6913 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1168/6000
0s - loss: 2.3239 - success_ratio: 0.7392 - r_coeff: 0.4836 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1169/6000
0s - loss: 2.3236 - success_ratio: 0.7392 - r_coeff: 0.4837 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1170/6000
0s - loss: 2.3233 - success_ratio: 0.7392 - r_coeff: 0.4837 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1171/6000
0s - loss: 2.3230 - success_ratio: 0.7392 - r_coeff: 0.4838 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1172/6000
0s - loss: 2.3227 - success_ratio: 0.7392 - r_coeff: 0.4839 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1173/6000
0s - loss: 2.3224 - success_ratio: 0.7392 - r_coeff: 0.4839 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1174/6000
0s - loss: 2.3221 - success_ratio: 0.7392 - r_coeff: 0.4840 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1175/6000
0s - loss: 2.3218 - success_ratio: 0.7392 - r_coeff: 0.4840 - val_loss: 2.6911 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1176/6000
0s - loss: 2.3215 - success_ratio: 0.7392 - r_coeff: 0.4841 - val_loss: 2.6911 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1177/6000
0s - loss: 2.3213 - success_ratio: 0.7392 - r_coeff: 0.4842 - val_loss: 2.6910 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1178/6000
0s - loss: 2.3210 - success_ratio: 0.7392 - r_coeff: 0.4842 - val_loss: 2.6908 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1179/6000
0s - loss: 2.3207 - success_ratio: 0.7392 - r_coeff: 0.4843 - val_loss: 2.6907 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1180/6000
0s - loss: 2.3204 - success_ratio: 0.7392 - r_coeff: 0.4844 - val_loss: 2.6906 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1181/6000
0s - loss: 2.3201 - success_ratio: 0.7392 - r_coeff: 0.4844 - val_loss: 2.6904 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1182/6000
0s - loss: 2.3199 - success_ratio: 0.7392 - r_coeff: 0.4845 - val_loss: 2.6902 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1183/6000
0s - loss: 2.3196 - success_ratio: 0.7392 - r_coeff: 0.4845 - val_loss: 2.6901 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1184/6000
0s - loss: 2.3193 - success_ratio: 0.7392 - r_coeff: 0.4846 - val_loss: 2.6899 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1185/6000
0s - loss: 2.3190 - success_ratio: 0.7392 - r_coeff: 0.4847 - val_loss: 2.6897 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1186/6000
0s - loss: 2.3188 - success_ratio: 0.7392 - r_coeff: 0.4847 - val_loss: 2.6896 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1187/6000
0s - loss: 2.3185 - success_ratio: 0.7392 - r_coeff: 0.4848 - val_loss: 2.6895 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1188/6000
0s - loss: 2.3182 - success_ratio: 0.7392 - r_coeff: 0.4849 - val_loss: 2.6895 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1189/6000
0s - loss: 2.3179 - success_ratio: 0.7392 - r_coeff: 0.4849 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1190/6000
0s - loss: 2.3177 - success_ratio: 0.7392 - r_coeff: 0.4850 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1191/6000
0s - loss: 2.3174 - success_ratio: 0.7392 - r_coeff: 0.4850 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1192/6000
0s - loss: 2.3171 - success_ratio: 0.7392 - r_coeff: 0.4851 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1193/6000
0s - loss: 2.3169 - success_ratio: 0.7392 - r_coeff: 0.4851 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1194/6000
0s - loss: 2.3166 - success_ratio: 0.7392 - r_coeff: 0.4852 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1195/6000
0s - loss: 2.3163 - success_ratio: 0.7392 - r_coeff: 0.4853 - val_loss: 2.6893 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1196/6000
0s - loss: 2.3161 - success_ratio: 0.7392 - r_coeff: 0.4853 - val_loss: 2.6893 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1197/6000
0s - loss: 2.3158 - success_ratio: 0.7392 - r_coeff: 0.4854 - val_loss: 2.6892 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1198/6000
0s - loss: 2.3156 - success_ratio: 0.7392 - r_coeff: 0.4854 - val_loss: 2.6891 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1199/6000
0s - loss: 2.3153 - success_ratio: 0.7392 - r_coeff: 0.4855 - val_loss: 2.6889 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1200/6000
0s - loss: 2.3150 - success_ratio: 0.7392 - r_coeff: 0.4856 - val_loss: 2.6887 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1201/6000
0s - loss: 2.3148 - success_ratio: 0.7392 - r_coeff: 0.4856 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1202/6000
0s - loss: 2.3145 - success_ratio: 0.7392 - r_coeff: 0.4857 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1203/6000
0s - loss: 2.3143 - success_ratio: 0.7392 - r_coeff: 0.4857 - val_loss: 2.6882 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1204/6000
0s - loss: 2.3140 - success_ratio: 0.7392 - r_coeff: 0.4858 - val_loss: 2.6881 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1205/6000
0s - loss: 2.3138 - success_ratio: 0.7392 - r_coeff: 0.4858 - val_loss: 2.6879 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1206/6000
0s - loss: 2.3135 - success_ratio: 0.7392 - r_coeff: 0.4859 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1207/6000
0s - loss: 2.3133 - success_ratio: 0.7392 - r_coeff: 0.4860 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1208/6000
0s - loss: 2.3130 - success_ratio: 0.7392 - r_coeff: 0.4860 - val_loss: 2.6875 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1209/6000
0s - loss: 2.3128 - success_ratio: 0.7392 - r_coeff: 0.4861 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1210/6000
0s - loss: 2.3125 - success_ratio: 0.7392 - r_coeff: 0.4861 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1211/6000
0s - loss: 2.3123 - success_ratio: 0.7392 - r_coeff: 0.4862 - val_loss: 2.6872 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1212/6000
0s - loss: 2.3120 - success_ratio: 0.7392 - r_coeff: 0.4862 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1213/6000
0s - loss: 2.3117 - success_ratio: 0.7392 - r_coeff: 0.4863 - val_loss: 2.6869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1214/6000
0s - loss: 2.3115 - success_ratio: 0.7392 - r_coeff: 0.4864 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1215/6000
0s - loss: 2.3112 - success_ratio: 0.7392 - r_coeff: 0.4864 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1216/6000
0s - loss: 2.3109 - success_ratio: 0.7392 - r_coeff: 0.4865 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1217/6000
0s - loss: 2.3106 - success_ratio: 0.7392 - r_coeff: 0.4865 - val_loss: 2.6864 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1218/6000
0s - loss: 2.3104 - success_ratio: 0.7392 - r_coeff: 0.4866 - val_loss: 2.6863 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1219/6000
0s - loss: 2.3101 - success_ratio: 0.7392 - r_coeff: 0.4867 - val_loss: 2.6862 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1220/6000
0s - loss: 2.3098 - success_ratio: 0.7392 - r_coeff: 0.4867 - val_loss: 2.6860 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1221/6000
0s - loss: 2.3095 - success_ratio: 0.7392 - r_coeff: 0.4868 - val_loss: 2.6859 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1222/6000
0s - loss: 2.3093 - success_ratio: 0.7392 - r_coeff: 0.4868 - val_loss: 2.6857 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1223/6000
0s - loss: 2.3090 - success_ratio: 0.7392 - r_coeff: 0.4869 - val_loss: 2.6856 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1224/6000
0s - loss: 2.3087 - success_ratio: 0.7392 - r_coeff: 0.4870 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1225/6000
0s - loss: 2.3084 - success_ratio: 0.7392 - r_coeff: 0.4870 - val_loss: 2.6853 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1226/6000
0s - loss: 2.3082 - success_ratio: 0.7392 - r_coeff: 0.4871 - val_loss: 2.6852 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1227/6000
0s - loss: 2.3079 - success_ratio: 0.7392 - r_coeff: 0.4871 - val_loss: 2.6851 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1228/6000
0s - loss: 2.3076 - success_ratio: 0.7392 - r_coeff: 0.4872 - val_loss: 2.6850 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1229/6000
0s - loss: 2.3074 - success_ratio: 0.7392 - r_coeff: 0.4873 - val_loss: 2.6849 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1230/6000
0s - loss: 2.3071 - success_ratio: 0.7392 - r_coeff: 0.4873 - val_loss: 2.6848 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1231/6000
0s - loss: 2.3068 - success_ratio: 0.7392 - r_coeff: 0.4874 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1232/6000
0s - loss: 2.3066 - success_ratio: 0.7392 - r_coeff: 0.4874 - val_loss: 2.6848 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1233/6000
0s - loss: 2.3063 - success_ratio: 0.7392 - r_coeff: 0.4875 - val_loss: 2.6848 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1234/6000
0s - loss: 2.3061 - success_ratio: 0.7392 - r_coeff: 0.4876 - val_loss: 2.6849 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1235/6000
0s - loss: 2.3058 - success_ratio: 0.7392 - r_coeff: 0.4876 - val_loss: 2.6850 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1236/6000
0s - loss: 2.3056 - success_ratio: 0.7392 - r_coeff: 0.4877 - val_loss: 2.6850 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1237/6000
0s - loss: 2.3053 - success_ratio: 0.7392 - r_coeff: 0.4877 - val_loss: 2.6851 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1238/6000
0s - loss: 2.3050 - success_ratio: 0.7392 - r_coeff: 0.4878 - val_loss: 2.6852 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1239/6000
0s - loss: 2.3048 - success_ratio: 0.7392 - r_coeff: 0.4878 - val_loss: 2.6853 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1240/6000
0s - loss: 2.3045 - success_ratio: 0.7392 - r_coeff: 0.4879 - val_loss: 2.6854 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1241/6000
0s - loss: 2.3043 - success_ratio: 0.7392 - r_coeff: 0.4880 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1242/6000
0s - loss: 2.3040 - success_ratio: 0.7392 - r_coeff: 0.4880 - val_loss: 2.6856 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1243/6000
0s - loss: 2.3038 - success_ratio: 0.7392 - r_coeff: 0.4881 - val_loss: 2.6857 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1244/6000
0s - loss: 2.3035 - success_ratio: 0.7392 - r_coeff: 0.4881 - val_loss: 2.6857 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1245/6000
0s - loss: 2.3033 - success_ratio: 0.7392 - r_coeff: 0.4882 - val_loss: 2.6858 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1246/6000
0s - loss: 2.3030 - success_ratio: 0.7392 - r_coeff: 0.4882 - val_loss: 2.6859 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1247/6000
0s - loss: 2.3028 - success_ratio: 0.7392 - r_coeff: 0.4883 - val_loss: 2.6860 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1248/6000
0s - loss: 2.3026 - success_ratio: 0.7392 - r_coeff: 0.4883 - val_loss: 2.6861 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1249/6000
0s - loss: 2.3023 - success_ratio: 0.7392 - r_coeff: 0.4884 - val_loss: 2.6862 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1250/6000
0s - loss: 2.3021 - success_ratio: 0.7392 - r_coeff: 0.4884 - val_loss: 2.6863 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1251/6000
0s - loss: 2.3019 - success_ratio: 0.7392 - r_coeff: 0.4885 - val_loss: 2.6863 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1252/6000
0s - loss: 2.3016 - success_ratio: 0.7392 - r_coeff: 0.4885 - val_loss: 2.6864 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1253/6000
0s - loss: 2.3014 - success_ratio: 0.7392 - r_coeff: 0.4886 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1254/6000
0s - loss: 2.3012 - success_ratio: 0.7392 - r_coeff: 0.4886 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1255/6000
0s - loss: 2.3009 - success_ratio: 0.7392 - r_coeff: 0.4887 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1256/6000
0s - loss: 2.3007 - success_ratio: 0.7392 - r_coeff: 0.4887 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1257/6000
0s - loss: 2.3005 - success_ratio: 0.7392 - r_coeff: 0.4888 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1258/6000
0s - loss: 2.3003 - success_ratio: 0.7392 - r_coeff: 0.4888 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1259/6000
0s - loss: 2.3000 - success_ratio: 0.7392 - r_coeff: 0.4889 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1260/6000
0s - loss: 2.2998 - success_ratio: 0.7392 - r_coeff: 0.4889 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1261/6000
0s - loss: 2.2996 - success_ratio: 0.7392 - r_coeff: 0.4890 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1262/6000
0s - loss: 2.2994 - success_ratio: 0.7392 - r_coeff: 0.4890 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1263/6000
0s - loss: 2.2991 - success_ratio: 0.7392 - r_coeff: 0.4891 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1264/6000
0s - loss: 2.2989 - success_ratio: 0.7392 - r_coeff: 0.4891 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1265/6000
0s - loss: 2.2987 - success_ratio: 0.7392 - r_coeff: 0.4892 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1266/6000
0s - loss: 2.2985 - success_ratio: 0.7392 - r_coeff: 0.4892 - val_loss: 2.6869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1267/6000
0s - loss: 2.2983 - success_ratio: 0.7392 - r_coeff: 0.4893 - val_loss: 2.6869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1268/6000
0s - loss: 2.2981 - success_ratio: 0.7392 - r_coeff: 0.4893 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1269/6000
0s - loss: 2.2978 - success_ratio: 0.7392 - r_coeff: 0.4894 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1270/6000
0s - loss: 2.2976 - success_ratio: 0.7392 - r_coeff: 0.4894 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1271/6000
0s - loss: 2.2974 - success_ratio: 0.7392 - r_coeff: 0.4895 - val_loss: 2.6872 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1272/6000
0s - loss: 2.2972 - success_ratio: 0.7392 - r_coeff: 0.4895 - val_loss: 2.6872 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1273/6000
0s - loss: 2.2970 - success_ratio: 0.7392 - r_coeff: 0.4896 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1274/6000
0s - loss: 2.2968 - success_ratio: 0.7392 - r_coeff: 0.4896 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1275/6000
0s - loss: 2.2966 - success_ratio: 0.7392 - r_coeff: 0.4897 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1276/6000
0s - loss: 2.2964 - success_ratio: 0.7392 - r_coeff: 0.4897 - val_loss: 2.6875 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1277/6000
0s - loss: 2.2962 - success_ratio: 0.7392 - r_coeff: 0.4897 - val_loss: 2.6876 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1278/6000
0s - loss: 2.2960 - success_ratio: 0.7392 - r_coeff: 0.4898 - val_loss: 2.6877 - val_success_ratio: 0.7500 - val_r_coeff: 0.4327
Epoch 1279/6000
0s - loss: 2.2958 - success_ratio: 0.7392 - r_coeff: 0.4898 - val_loss: 2.6877 - val_success_ratio: 0.7500 - val_r_coeff: 0.4327
Epoch 1280/6000
0s - loss: 2.2956 - success_ratio: 0.7392 - r_coeff: 0.4899 - val_loss: 2.6878 - val_success_ratio: 0.7500 - val_r_coeff: 0.4327
Epoch 1281/6000
0s - loss: 2.2954 - success_ratio: 0.7392 - r_coeff: 0.4899 - val_loss: 2.6879 - val_success_ratio: 0.7500 - val_r_coeff: 0.4326
Epoch 1282/6000
0s - loss: 2.2952 - success_ratio: 0.7392 - r_coeff: 0.4900 - val_loss: 2.6880 - val_success_ratio: 0.7500 - val_r_coeff: 0.4326
Epoch 1283/6000
0s - loss: 2.2950 - success_ratio: 0.7392 - r_coeff: 0.4900 - val_loss: 2.6880 - val_success_ratio: 0.7500 - val_r_coeff: 0.4326
Epoch 1284/6000
0s - loss: 2.2948 - success_ratio: 0.7392 - r_coeff: 0.4901 - val_loss: 2.6881 - val_success_ratio: 0.7500 - val_r_coeff: 0.4326
Epoch 1285/6000
0s - loss: 2.2946 - success_ratio: 0.7392 - r_coeff: 0.4901 - val_loss: 2.6882 - val_success_ratio: 0.7500 - val_r_coeff: 0.4326
Epoch 1286/6000
0s - loss: 2.2944 - success_ratio: 0.7392 - r_coeff: 0.4902 - val_loss: 2.6882 - val_success_ratio: 0.7500 - val_r_coeff: 0.4326
Epoch 1287/6000
0s - loss: 2.2942 - success_ratio: 0.7392 - r_coeff: 0.4902 - val_loss: 2.6883 - val_success_ratio: 0.7500 - val_r_coeff: 0.4326
Epoch 1288/6000
0s - loss: 2.2940 - success_ratio: 0.7392 - r_coeff: 0.4902 - val_loss: 2.6884 - val_success_ratio: 0.7500 - val_r_coeff: 0.4325
Epoch 1289/6000
0s - loss: 2.2938 - success_ratio: 0.7392 - r_coeff: 0.4903 - val_loss: 2.6884 - val_success_ratio: 0.7500 - val_r_coeff: 0.4325
Epoch 1290/6000
0s - loss: 2.2936 - success_ratio: 0.7392 - r_coeff: 0.4903 - val_loss: 2.6885 - val_success_ratio: 0.7500 - val_r_coeff: 0.4325
Epoch 1291/6000
0s - loss: 2.2934 - success_ratio: 0.7392 - r_coeff: 0.4904 - val_loss: 2.6885 - val_success_ratio: 0.7500 - val_r_coeff: 0.4325
Epoch 1292/6000
0s - loss: 2.2932 - success_ratio: 0.7392 - r_coeff: 0.4904 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1293/6000
0s - loss: 2.2930 - success_ratio: 0.7392 - r_coeff: 0.4905 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1294/6000
0s - loss: 2.2928 - success_ratio: 0.7392 - r_coeff: 0.4905 - val_loss: 2.6887 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1295/6000
0s - loss: 2.2926 - success_ratio: 0.7392 - r_coeff: 0.4905 - val_loss: 2.6887 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1296/6000
0s - loss: 2.2924 - success_ratio: 0.7392 - r_coeff: 0.4906 - val_loss: 2.6888 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1297/6000
0s - loss: 2.2922 - success_ratio: 0.7392 - r_coeff: 0.4906 - val_loss: 2.6888 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1298/6000
0s - loss: 2.2920 - success_ratio: 0.7392 - r_coeff: 0.4907 - val_loss: 2.6889 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1299/6000
0s - loss: 2.2918 - success_ratio: 0.7392 - r_coeff: 0.4907 - val_loss: 2.6889 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1300/6000
0s - loss: 2.2916 - success_ratio: 0.7392 - r_coeff: 0.4908 - val_loss: 2.6890 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1301/6000
0s - loss: 2.2914 - success_ratio: 0.7392 - r_coeff: 0.4908 - val_loss: 2.6890 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1302/6000
0s - loss: 2.2912 - success_ratio: 0.7367 - r_coeff: 0.4909 - val_loss: 2.6891 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1303/6000
0s - loss: 2.2910 - success_ratio: 0.7367 - r_coeff: 0.4909 - val_loss: 2.6891 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1304/6000
0s - loss: 2.2908 - success_ratio: 0.7367 - r_coeff: 0.4909 - val_loss: 2.6892 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1305/6000
0s - loss: 2.2906 - success_ratio: 0.7367 - r_coeff: 0.4910 - val_loss: 2.6893 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1306/6000
0s - loss: 2.2904 - success_ratio: 0.7367 - r_coeff: 0.4910 - val_loss: 2.6893 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1307/6000
0s - loss: 2.2903 - success_ratio: 0.7367 - r_coeff: 0.4911 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1308/6000
0s - loss: 2.2901 - success_ratio: 0.7367 - r_coeff: 0.4911 - val_loss: 2.6895 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1309/6000
0s - loss: 2.2899 - success_ratio: 0.7367 - r_coeff: 0.4911 - val_loss: 2.6895 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1310/6000
0s - loss: 2.2897 - success_ratio: 0.7367 - r_coeff: 0.4912 - val_loss: 2.6896 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1311/6000
0s - loss: 2.2895 - success_ratio: 0.7367 - r_coeff: 0.4912 - val_loss: 2.6897 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1312/6000
0s - loss: 2.2893 - success_ratio: 0.7367 - r_coeff: 0.4913 - val_loss: 2.6897 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1313/6000
0s - loss: 2.2891 - success_ratio: 0.7367 - r_coeff: 0.4913 - val_loss: 2.6898 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1314/6000
0s - loss: 2.2889 - success_ratio: 0.7367 - r_coeff: 0.4914 - val_loss: 2.6898 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1315/6000
0s - loss: 2.2888 - success_ratio: 0.7367 - r_coeff: 0.4914 - val_loss: 2.6899 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1316/6000
0s - loss: 2.2886 - success_ratio: 0.7367 - r_coeff: 0.4914 - val_loss: 2.6900 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1317/6000
0s - loss: 2.2884 - success_ratio: 0.7367 - r_coeff: 0.4915 - val_loss: 2.6900 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1318/6000
0s - loss: 2.2882 - success_ratio: 0.7367 - r_coeff: 0.4915 - val_loss: 2.6901 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1319/6000
0s - loss: 2.2880 - success_ratio: 0.7367 - r_coeff: 0.4916 - val_loss: 2.6901 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1320/6000
0s - loss: 2.2878 - success_ratio: 0.7367 - r_coeff: 0.4916 - val_loss: 2.6902 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1321/6000
0s - loss: 2.2877 - success_ratio: 0.7367 - r_coeff: 0.4916 - val_loss: 2.6902 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1322/6000
0s - loss: 2.2875 - success_ratio: 0.7367 - r_coeff: 0.4917 - val_loss: 2.6903 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1323/6000
0s - loss: 2.2873 - success_ratio: 0.7367 - r_coeff: 0.4917 - val_loss: 2.6903 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1324/6000
0s - loss: 2.2871 - success_ratio: 0.7367 - r_coeff: 0.4918 - val_loss: 2.6904 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1325/6000
0s - loss: 2.2870 - success_ratio: 0.7367 - r_coeff: 0.4918 - val_loss: 2.6904 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1326/6000
0s - loss: 2.2868 - success_ratio: 0.7367 - r_coeff: 0.4918 - val_loss: 2.6904 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1327/6000
0s - loss: 2.2866 - success_ratio: 0.7367 - r_coeff: 0.4919 - val_loss: 2.6905 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1328/6000
0s - loss: 2.2865 - success_ratio: 0.7367 - r_coeff: 0.4919 - val_loss: 2.6905 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1329/6000
0s - loss: 2.2863 - success_ratio: 0.7367 - r_coeff: 0.4919 - val_loss: 2.6905 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1330/6000
0s - loss: 2.2861 - success_ratio: 0.7367 - r_coeff: 0.4920 - val_loss: 2.6905 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1331/6000
0s - loss: 2.2860 - success_ratio: 0.7367 - r_coeff: 0.4920 - val_loss: 2.6906 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1332/6000
0s - loss: 2.2858 - success_ratio: 0.7367 - r_coeff: 0.4920 - val_loss: 2.6906 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1333/6000
0s - loss: 2.2857 - success_ratio: 0.7367 - r_coeff: 0.4921 - val_loss: 2.6906 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1334/6000
0s - loss: 2.2855 - success_ratio: 0.7367 - r_coeff: 0.4921 - val_loss: 2.6906 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1335/6000
0s - loss: 2.2853 - success_ratio: 0.7367 - r_coeff: 0.4922 - val_loss: 2.6906 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1336/6000
0s - loss: 2.2852 - success_ratio: 0.7367 - r_coeff: 0.4922 - val_loss: 2.6907 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1337/6000
0s - loss: 2.2850 - success_ratio: 0.7367 - r_coeff: 0.4922 - val_loss: 2.6907 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1338/6000
0s - loss: 2.2849 - success_ratio: 0.7367 - r_coeff: 0.4923 - val_loss: 2.6907 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1339/6000
0s - loss: 2.2847 - success_ratio: 0.7367 - r_coeff: 0.4923 - val_loss: 2.6907 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1340/6000
0s - loss: 2.2846 - success_ratio: 0.7367 - r_coeff: 0.4923 - val_loss: 2.6908 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1341/6000
0s - loss: 2.2844 - success_ratio: 0.7367 - r_coeff: 0.4924 - val_loss: 2.6908 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1342/6000
0s - loss: 2.2843 - success_ratio: 0.7367 - r_coeff: 0.4924 - val_loss: 2.6908 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1343/6000
0s - loss: 2.2841 - success_ratio: 0.7367 - r_coeff: 0.4924 - val_loss: 2.6908 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1344/6000
0s - loss: 2.2839 - success_ratio: 0.7367 - r_coeff: 0.4925 - val_loss: 2.6909 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1345/6000
0s - loss: 2.2838 - success_ratio: 0.7367 - r_coeff: 0.4925 - val_loss: 2.6909 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1346/6000
0s - loss: 2.2836 - success_ratio: 0.7367 - r_coeff: 0.4925 - val_loss: 2.6909 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1347/6000
0s - loss: 2.2835 - success_ratio: 0.7367 - r_coeff: 0.4926 - val_loss: 2.6909 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1348/6000
0s - loss: 2.2833 - success_ratio: 0.7367 - r_coeff: 0.4926 - val_loss: 2.6909 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1349/6000
0s - loss: 2.2832 - success_ratio: 0.7367 - r_coeff: 0.4926 - val_loss: 2.6910 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1350/6000
0s - loss: 2.2830 - success_ratio: 0.7367 - r_coeff: 0.4927 - val_loss: 2.6910 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1351/6000
0s - loss: 2.2829 - success_ratio: 0.7367 - r_coeff: 0.4927 - val_loss: 2.6910 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1352/6000
0s - loss: 2.2827 - success_ratio: 0.7367 - r_coeff: 0.4927 - val_loss: 2.6910 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1353/6000
0s - loss: 2.2826 - success_ratio: 0.7367 - r_coeff: 0.4928 - val_loss: 2.6910 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1354/6000
0s - loss: 2.2824 - success_ratio: 0.7367 - r_coeff: 0.4928 - val_loss: 2.6911 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1355/6000
0s - loss: 2.2823 - success_ratio: 0.7367 - r_coeff: 0.4928 - val_loss: 2.6911 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1356/6000
0s - loss: 2.2821 - success_ratio: 0.7367 - r_coeff: 0.4929 - val_loss: 2.6911 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1357/6000
0s - loss: 2.2820 - success_ratio: 0.7367 - r_coeff: 0.4929 - val_loss: 2.6911 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1358/6000
0s - loss: 2.2818 - success_ratio: 0.7367 - r_coeff: 0.4929 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1359/6000
0s - loss: 2.2816 - success_ratio: 0.7367 - r_coeff: 0.4930 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1360/6000
0s - loss: 2.2815 - success_ratio: 0.7367 - r_coeff: 0.4930 - val_loss: 2.6913 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1361/6000
0s - loss: 2.2813 - success_ratio: 0.7367 - r_coeff: 0.4930 - val_loss: 2.6914 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1362/6000
0s - loss: 2.2812 - success_ratio: 0.7367 - r_coeff: 0.4931 - val_loss: 2.6915 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1363/6000
0s - loss: 2.2810 - success_ratio: 0.7367 - r_coeff: 0.4931 - val_loss: 2.6915 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1364/6000
0s - loss: 2.2809 - success_ratio: 0.7367 - r_coeff: 0.4932 - val_loss: 2.6916 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1365/6000
0s - loss: 2.2807 - success_ratio: 0.7367 - r_coeff: 0.4932 - val_loss: 2.6917 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1366/6000
0s - loss: 2.2805 - success_ratio: 0.7367 - r_coeff: 0.4932 - val_loss: 2.6917 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1367/6000
0s - loss: 2.2804 - success_ratio: 0.7367 - r_coeff: 0.4933 - val_loss: 2.6918 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1368/6000
0s - loss: 2.2802 - success_ratio: 0.7367 - r_coeff: 0.4933 - val_loss: 2.6918 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1369/6000
0s - loss: 2.2800 - success_ratio: 0.7367 - r_coeff: 0.4933 - val_loss: 2.6918 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1370/6000
0s - loss: 2.2799 - success_ratio: 0.7367 - r_coeff: 0.4934 - val_loss: 2.6918 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1371/6000
0s - loss: 2.2797 - success_ratio: 0.7367 - r_coeff: 0.4934 - val_loss: 2.6918 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1372/6000
0s - loss: 2.2796 - success_ratio: 0.7367 - r_coeff: 0.4934 - val_loss: 2.6917 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1373/6000
0s - loss: 2.2794 - success_ratio: 0.7367 - r_coeff: 0.4935 - val_loss: 2.6917 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1374/6000
0s - loss: 2.2792 - success_ratio: 0.7367 - r_coeff: 0.4935 - val_loss: 2.6916 - val_success_ratio: 0.7400 - val_r_coeff: 0.4318
Epoch 1375/6000
0s - loss: 2.2791 - success_ratio: 0.7367 - r_coeff: 0.4935 - val_loss: 2.6916 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1376/6000
0s - loss: 2.2789 - success_ratio: 0.7367 - r_coeff: 0.4936 - val_loss: 2.6915 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1377/6000
0s - loss: 2.2787 - success_ratio: 0.7367 - r_coeff: 0.4936 - val_loss: 2.6914 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1378/6000
0s - loss: 2.2786 - success_ratio: 0.7367 - r_coeff: 0.4937 - val_loss: 2.6913 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1379/6000
0s - loss: 2.2784 - success_ratio: 0.7367 - r_coeff: 0.4937 - val_loss: 2.6912 - val_success_ratio: 0.7400 - val_r_coeff: 0.4319
Epoch 1380/6000
0s - loss: 2.2783 - success_ratio: 0.7367 - r_coeff: 0.4937 - val_loss: 2.6911 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1381/6000
0s - loss: 2.2781 - success_ratio: 0.7367 - r_coeff: 0.4938 - val_loss: 2.6909 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1382/6000
0s - loss: 2.2779 - success_ratio: 0.7367 - r_coeff: 0.4938 - val_loss: 2.6908 - val_success_ratio: 0.7400 - val_r_coeff: 0.4320
Epoch 1383/6000
0s - loss: 2.2778 - success_ratio: 0.7367 - r_coeff: 0.4938 - val_loss: 2.6907 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1384/6000
0s - loss: 2.2776 - success_ratio: 0.7367 - r_coeff: 0.4939 - val_loss: 2.6906 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1385/6000
0s - loss: 2.2775 - success_ratio: 0.7367 - r_coeff: 0.4939 - val_loss: 2.6905 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1386/6000
0s - loss: 2.2773 - success_ratio: 0.7367 - r_coeff: 0.4939 - val_loss: 2.6904 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1387/6000
0s - loss: 2.2772 - success_ratio: 0.7367 - r_coeff: 0.4940 - val_loss: 2.6903 - val_success_ratio: 0.7400 - val_r_coeff: 0.4321
Epoch 1388/6000
0s - loss: 2.2770 - success_ratio: 0.7367 - r_coeff: 0.4940 - val_loss: 2.6902 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1389/6000
0s - loss: 2.2769 - success_ratio: 0.7367 - r_coeff: 0.4940 - val_loss: 2.6901 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1390/6000
0s - loss: 2.2768 - success_ratio: 0.7367 - r_coeff: 0.4941 - val_loss: 2.6900 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1391/6000
0s - loss: 2.2766 - success_ratio: 0.7367 - r_coeff: 0.4941 - val_loss: 2.6900 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1392/6000
0s - loss: 2.2765 - success_ratio: 0.7367 - r_coeff: 0.4941 - val_loss: 2.6899 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1393/6000
0s - loss: 2.2764 - success_ratio: 0.7367 - r_coeff: 0.4941 - val_loss: 2.6898 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1394/6000
0s - loss: 2.2762 - success_ratio: 0.7367 - r_coeff: 0.4942 - val_loss: 2.6898 - val_success_ratio: 0.7400 - val_r_coeff: 0.4322
Epoch 1395/6000
0s - loss: 2.2761 - success_ratio: 0.7367 - r_coeff: 0.4942 - val_loss: 2.6897 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1396/6000
0s - loss: 2.2760 - success_ratio: 0.7367 - r_coeff: 0.4942 - val_loss: 2.6897 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1397/6000
0s - loss: 2.2758 - success_ratio: 0.7367 - r_coeff: 0.4943 - val_loss: 2.6896 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1398/6000
0s - loss: 2.2757 - success_ratio: 0.7367 - r_coeff: 0.4943 - val_loss: 2.6896 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1399/6000
0s - loss: 2.2756 - success_ratio: 0.7367 - r_coeff: 0.4943 - val_loss: 2.6896 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1400/6000
0s - loss: 2.2755 - success_ratio: 0.7367 - r_coeff: 0.4944 - val_loss: 2.6895 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1401/6000
0s - loss: 2.2753 - success_ratio: 0.7367 - r_coeff: 0.4944 - val_loss: 2.6895 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1402/6000
0s - loss: 2.2752 - success_ratio: 0.7367 - r_coeff: 0.4944 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1403/6000
0s - loss: 2.2751 - success_ratio: 0.7367 - r_coeff: 0.4944 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1404/6000
0s - loss: 2.2749 - success_ratio: 0.7367 - r_coeff: 0.4945 - val_loss: 2.6894 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1405/6000
0s - loss: 2.2748 - success_ratio: 0.7367 - r_coeff: 0.4945 - val_loss: 2.6893 - val_success_ratio: 0.7400 - val_r_coeff: 0.4323
Epoch 1406/6000
0s - loss: 2.2747 - success_ratio: 0.7367 - r_coeff: 0.4945 - val_loss: 2.6893 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1407/6000
0s - loss: 2.2745 - success_ratio: 0.7367 - r_coeff: 0.4946 - val_loss: 2.6892 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1408/6000
0s - loss: 2.2744 - success_ratio: 0.7367 - r_coeff: 0.4946 - val_loss: 2.6891 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1409/6000
0s - loss: 2.2743 - success_ratio: 0.7367 - r_coeff: 0.4946 - val_loss: 2.6891 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1410/6000
0s - loss: 2.2742 - success_ratio: 0.7367 - r_coeff: 0.4946 - val_loss: 2.6890 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1411/6000
0s - loss: 2.2740 - success_ratio: 0.7367 - r_coeff: 0.4947 - val_loss: 2.6889 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1412/6000
0s - loss: 2.2739 - success_ratio: 0.7367 - r_coeff: 0.4947 - val_loss: 2.6889 - val_success_ratio: 0.7400 - val_r_coeff: 0.4324
Epoch 1413/6000
0s - loss: 2.2737 - success_ratio: 0.7367 - r_coeff: 0.4947 - val_loss: 2.6888 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1414/6000
0s - loss: 2.2736 - success_ratio: 0.7367 - r_coeff: 0.4948 - val_loss: 2.6887 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1415/6000
0s - loss: 2.2735 - success_ratio: 0.7367 - r_coeff: 0.4948 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1416/6000
0s - loss: 2.2733 - success_ratio: 0.7367 - r_coeff: 0.4948 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1417/6000
0s - loss: 2.2732 - success_ratio: 0.7367 - r_coeff: 0.4949 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1418/6000
0s - loss: 2.2731 - success_ratio: 0.7367 - r_coeff: 0.4949 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1419/6000
0s - loss: 2.2730 - success_ratio: 0.7342 - r_coeff: 0.4949 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1420/6000
0s - loss: 2.2728 - success_ratio: 0.7342 - r_coeff: 0.4949 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1421/6000
0s - loss: 2.2727 - success_ratio: 0.7342 - r_coeff: 0.4950 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1422/6000
0s - loss: 2.2726 - success_ratio: 0.7342 - r_coeff: 0.4950 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1423/6000
0s - loss: 2.2725 - success_ratio: 0.7342 - r_coeff: 0.4950 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1424/6000
0s - loss: 2.2724 - success_ratio: 0.7342 - r_coeff: 0.4950 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1425/6000
0s - loss: 2.2722 - success_ratio: 0.7342 - r_coeff: 0.4951 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1426/6000
0s - loss: 2.2721 - success_ratio: 0.7342 - r_coeff: 0.4951 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1427/6000
0s - loss: 2.2720 - success_ratio: 0.7342 - r_coeff: 0.4951 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1428/6000
0s - loss: 2.2719 - success_ratio: 0.7342 - r_coeff: 0.4951 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1429/6000
0s - loss: 2.2718 - success_ratio: 0.7342 - r_coeff: 0.4952 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1430/6000
0s - loss: 2.2717 - success_ratio: 0.7342 - r_coeff: 0.4952 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1431/6000
0s - loss: 2.2716 - success_ratio: 0.7367 - r_coeff: 0.4952 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1432/6000
0s - loss: 2.2714 - success_ratio: 0.7367 - r_coeff: 0.4952 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1433/6000
0s - loss: 2.2713 - success_ratio: 0.7367 - r_coeff: 0.4953 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1434/6000
0s - loss: 2.2712 - success_ratio: 0.7367 - r_coeff: 0.4953 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1435/6000
0s - loss: 2.2711 - success_ratio: 0.7367 - r_coeff: 0.4953 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1436/6000
0s - loss: 2.2710 - success_ratio: 0.7367 - r_coeff: 0.4953 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1437/6000
0s - loss: 2.2709 - success_ratio: 0.7367 - r_coeff: 0.4954 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1438/6000
0s - loss: 2.2708 - success_ratio: 0.7367 - r_coeff: 0.4954 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1439/6000
0s - loss: 2.2707 - success_ratio: 0.7367 - r_coeff: 0.4954 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1440/6000
0s - loss: 2.2705 - success_ratio: 0.7367 - r_coeff: 0.4954 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1441/6000
0s - loss: 2.2704 - success_ratio: 0.7367 - r_coeff: 0.4955 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1442/6000
0s - loss: 2.2703 - success_ratio: 0.7367 - r_coeff: 0.4955 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1443/6000
0s - loss: 2.2702 - success_ratio: 0.7367 - r_coeff: 0.4955 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1444/6000
0s - loss: 2.2701 - success_ratio: 0.7367 - r_coeff: 0.4955 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1445/6000
0s - loss: 2.2700 - success_ratio: 0.7367 - r_coeff: 0.4956 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1446/6000
0s - loss: 2.2699 - success_ratio: 0.7367 - r_coeff: 0.4956 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1447/6000
0s - loss: 2.2698 - success_ratio: 0.7367 - r_coeff: 0.4956 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1448/6000
0s - loss: 2.2697 - success_ratio: 0.7367 - r_coeff: 0.4956 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1449/6000
0s - loss: 2.2696 - success_ratio: 0.7367 - r_coeff: 0.4957 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1450/6000
0s - loss: 2.2695 - success_ratio: 0.7367 - r_coeff: 0.4957 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1451/6000
0s - loss: 2.2693 - success_ratio: 0.7367 - r_coeff: 0.4957 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1452/6000
0s - loss: 2.2692 - success_ratio: 0.7367 - r_coeff: 0.4957 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1453/6000
0s - loss: 2.2691 - success_ratio: 0.7367 - r_coeff: 0.4958 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1454/6000
0s - loss: 2.2690 - success_ratio: 0.7367 - r_coeff: 0.4958 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1455/6000
0s - loss: 2.2689 - success_ratio: 0.7367 - r_coeff: 0.4958 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1456/6000
0s - loss: 2.2688 - success_ratio: 0.7367 - r_coeff: 0.4958 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1457/6000
0s - loss: 2.2687 - success_ratio: 0.7367 - r_coeff: 0.4958 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1458/6000
0s - loss: 2.2686 - success_ratio: 0.7367 - r_coeff: 0.4959 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1459/6000
0s - loss: 2.2685 - success_ratio: 0.7367 - r_coeff: 0.4959 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1460/6000
0s - loss: 2.2684 - success_ratio: 0.7367 - r_coeff: 0.4959 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1461/6000
0s - loss: 2.2683 - success_ratio: 0.7367 - r_coeff: 0.4959 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1462/6000
0s - loss: 2.2682 - success_ratio: 0.7367 - r_coeff: 0.4960 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1463/6000
0s - loss: 2.2681 - success_ratio: 0.7367 - r_coeff: 0.4960 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1464/6000
0s - loss: 2.2680 - success_ratio: 0.7367 - r_coeff: 0.4960 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1465/6000
0s - loss: 2.2679 - success_ratio: 0.7367 - r_coeff: 0.4960 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1466/6000
0s - loss: 2.2678 - success_ratio: 0.7367 - r_coeff: 0.4961 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1467/6000
0s - loss: 2.2677 - success_ratio: 0.7367 - r_coeff: 0.4961 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1468/6000
0s - loss: 2.2676 - success_ratio: 0.7367 - r_coeff: 0.4961 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1469/6000
0s - loss: 2.2675 - success_ratio: 0.7367 - r_coeff: 0.4961 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1470/6000
0s - loss: 2.2674 - success_ratio: 0.7367 - r_coeff: 0.4961 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1471/6000
0s - loss: 2.2673 - success_ratio: 0.7367 - r_coeff: 0.4962 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1472/6000
0s - loss: 2.2672 - success_ratio: 0.7367 - r_coeff: 0.4962 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1473/6000
0s - loss: 2.2671 - success_ratio: 0.7367 - r_coeff: 0.4962 - val_loss: 2.6887 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1474/6000
0s - loss: 2.2670 - success_ratio: 0.7367 - r_coeff: 0.4962 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1475/6000
0s - loss: 2.2669 - success_ratio: 0.7367 - r_coeff: 0.4962 - val_loss: 2.6886 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1476/6000
0s - loss: 2.2668 - success_ratio: 0.7367 - r_coeff: 0.4963 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1477/6000
0s - loss: 2.2667 - success_ratio: 0.7367 - r_coeff: 0.4963 - val_loss: 2.6885 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1478/6000
0s - loss: 2.2666 - success_ratio: 0.7367 - r_coeff: 0.4963 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1479/6000
0s - loss: 2.2665 - success_ratio: 0.7367 - r_coeff: 0.4963 - val_loss: 2.6884 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1480/6000
0s - loss: 2.2665 - success_ratio: 0.7367 - r_coeff: 0.4964 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4325
Epoch 1481/6000
0s - loss: 2.2664 - success_ratio: 0.7367 - r_coeff: 0.4964 - val_loss: 2.6883 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1482/6000
0s - loss: 2.2663 - success_ratio: 0.7367 - r_coeff: 0.4964 - val_loss: 2.6882 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1483/6000
0s - loss: 2.2662 - success_ratio: 0.7367 - r_coeff: 0.4964 - val_loss: 2.6881 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1484/6000
0s - loss: 2.2661 - success_ratio: 0.7367 - r_coeff: 0.4964 - val_loss: 2.6881 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1485/6000
0s - loss: 2.2660 - success_ratio: 0.7367 - r_coeff: 0.4965 - val_loss: 2.6881 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1486/6000
0s - loss: 2.2659 - success_ratio: 0.7342 - r_coeff: 0.4965 - val_loss: 2.6880 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1487/6000
0s - loss: 2.2658 - success_ratio: 0.7342 - r_coeff: 0.4965 - val_loss: 2.6880 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1488/6000
0s - loss: 2.2657 - success_ratio: 0.7342 - r_coeff: 0.4965 - val_loss: 2.6879 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1489/6000
0s - loss: 2.2656 - success_ratio: 0.7342 - r_coeff: 0.4965 - val_loss: 2.6879 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1490/6000
0s - loss: 2.2655 - success_ratio: 0.7342 - r_coeff: 0.4966 - val_loss: 2.6879 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1491/6000
0s - loss: 2.2654 - success_ratio: 0.7342 - r_coeff: 0.4966 - val_loss: 2.6879 - val_success_ratio: 0.7400 - val_r_coeff: 0.4326
Epoch 1492/6000
0s - loss: 2.2653 - success_ratio: 0.7342 - r_coeff: 0.4966 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1493/6000
0s - loss: 2.2653 - success_ratio: 0.7342 - r_coeff: 0.4966 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1494/6000
0s - loss: 2.2652 - success_ratio: 0.7342 - r_coeff: 0.4966 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1495/6000
0s - loss: 2.2651 - success_ratio: 0.7342 - r_coeff: 0.4967 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1496/6000
0s - loss: 2.2650 - success_ratio: 0.7342 - r_coeff: 0.4967 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1497/6000
0s - loss: 2.2649 - success_ratio: 0.7342 - r_coeff: 0.4967 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1498/6000
0s - loss: 2.2648 - success_ratio: 0.7342 - r_coeff: 0.4967 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1499/6000
0s - loss: 2.2647 - success_ratio: 0.7342 - r_coeff: 0.4967 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1500/6000
0s - loss: 2.2646 - success_ratio: 0.7342 - r_coeff: 0.4968 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1501/6000
0s - loss: 2.2645 - success_ratio: 0.7342 - r_coeff: 0.4968 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1502/6000
0s - loss: 2.2644 - success_ratio: 0.7342 - r_coeff: 0.4968 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1503/6000
0s - loss: 2.2643 - success_ratio: 0.7342 - r_coeff: 0.4968 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1504/6000
0s - loss: 2.2643 - success_ratio: 0.7342 - r_coeff: 0.4968 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1505/6000
0s - loss: 2.2642 - success_ratio: 0.7342 - r_coeff: 0.4969 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1506/6000
0s - loss: 2.2641 - success_ratio: 0.7342 - r_coeff: 0.4969 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1507/6000
0s - loss: 2.2640 - success_ratio: 0.7342 - r_coeff: 0.4969 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1508/6000
0s - loss: 2.2639 - success_ratio: 0.7342 - r_coeff: 0.4969 - val_loss: 2.6878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1509/6000
0s - loss: 2.2638 - success_ratio: 0.7342 - r_coeff: 0.4969 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1510/6000
0s - loss: 2.2637 - success_ratio: 0.7342 - r_coeff: 0.4970 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1511/6000
0s - loss: 2.2636 - success_ratio: 0.7342 - r_coeff: 0.4970 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1512/6000
0s - loss: 2.2635 - success_ratio: 0.7342 - r_coeff: 0.4970 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1513/6000
0s - loss: 2.2634 - success_ratio: 0.7342 - r_coeff: 0.4970 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1514/6000
0s - loss: 2.2633 - success_ratio: 0.7342 - r_coeff: 0.4970 - val_loss: 2.6877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1515/6000
0s - loss: 2.2632 - success_ratio: 0.7342 - r_coeff: 0.4971 - val_loss: 2.6876 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1516/6000
0s - loss: 2.2632 - success_ratio: 0.7342 - r_coeff: 0.4971 - val_loss: 2.6875 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1517/6000
0s - loss: 2.2631 - success_ratio: 0.7342 - r_coeff: 0.4971 - val_loss: 2.6875 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1518/6000
0s - loss: 2.2630 - success_ratio: 0.7342 - r_coeff: 0.4971 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1519/6000
0s - loss: 2.2629 - success_ratio: 0.7342 - r_coeff: 0.4971 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1520/6000
0s - loss: 2.2628 - success_ratio: 0.7342 - r_coeff: 0.4972 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1521/6000
0s - loss: 2.2627 - success_ratio: 0.7342 - r_coeff: 0.4972 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1522/6000
0s - loss: 2.2626 - success_ratio: 0.7342 - r_coeff: 0.4972 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1523/6000
0s - loss: 2.2625 - success_ratio: 0.7342 - r_coeff: 0.4972 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1524/6000
0s - loss: 2.2624 - success_ratio: 0.7342 - r_coeff: 0.4972 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1525/6000
0s - loss: 2.2623 - success_ratio: 0.7342 - r_coeff: 0.4973 - val_loss: 2.6872 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1526/6000
0s - loss: 2.2622 - success_ratio: 0.7342 - r_coeff: 0.4973 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1527/6000
0s - loss: 2.2622 - success_ratio: 0.7342 - r_coeff: 0.4973 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1528/6000
0s - loss: 2.2621 - success_ratio: 0.7342 - r_coeff: 0.4973 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1529/6000
0s - loss: 2.2620 - success_ratio: 0.7342 - r_coeff: 0.4973 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1530/6000
0s - loss: 2.2619 - success_ratio: 0.7342 - r_coeff: 0.4974 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1531/6000
0s - loss: 2.2618 - success_ratio: 0.7342 - r_coeff: 0.4974 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1532/6000
0s - loss: 2.2617 - success_ratio: 0.7342 - r_coeff: 0.4974 - val_loss: 2.6872 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1533/6000
0s - loss: 2.2617 - success_ratio: 0.7342 - r_coeff: 0.4974 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1534/6000
0s - loss: 2.2616 - success_ratio: 0.7342 - r_coeff: 0.4974 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1535/6000
0s - loss: 2.2615 - success_ratio: 0.7342 - r_coeff: 0.4975 - val_loss: 2.6875 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1536/6000
0s - loss: 2.2614 - success_ratio: 0.7342 - r_coeff: 0.4975 - val_loss: 2.6876 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1537/6000
0s - loss: 2.2613 - success_ratio: 0.7342 - r_coeff: 0.4975 - val_loss: 2.6876 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1538/6000
0s - loss: 2.2612 - success_ratio: 0.7342 - r_coeff: 0.4975 - val_loss: 2.6876 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1539/6000
0s - loss: 2.2612 - success_ratio: 0.7367 - r_coeff: 0.4975 - val_loss: 2.6876 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1540/6000
0s - loss: 2.2611 - success_ratio: 0.7367 - r_coeff: 0.4975 - val_loss: 2.6876 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1541/6000
0s - loss: 2.2610 - success_ratio: 0.7367 - r_coeff: 0.4976 - val_loss: 2.6875 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1542/6000
0s - loss: 2.2609 - success_ratio: 0.7367 - r_coeff: 0.4976 - val_loss: 2.6874 - val_success_ratio: 0.7400 - val_r_coeff: 0.4327
Epoch 1543/6000
0s - loss: 2.2608 - success_ratio: 0.7367 - r_coeff: 0.4976 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1544/6000
0s - loss: 2.2607 - success_ratio: 0.7367 - r_coeff: 0.4976 - val_loss: 2.6873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1545/6000
0s - loss: 2.2607 - success_ratio: 0.7342 - r_coeff: 0.4976 - val_loss: 2.6872 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1546/6000
0s - loss: 2.2606 - success_ratio: 0.7342 - r_coeff: 0.4977 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1547/6000
0s - loss: 2.2605 - success_ratio: 0.7342 - r_coeff: 0.4977 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1548/6000
0s - loss: 2.2604 - success_ratio: 0.7342 - r_coeff: 0.4977 - val_loss: 2.6871 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1549/6000
0s - loss: 2.2604 - success_ratio: 0.7342 - r_coeff: 0.4977 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1550/6000
0s - loss: 2.2603 - success_ratio: 0.7367 - r_coeff: 0.4977 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1551/6000
0s - loss: 2.2602 - success_ratio: 0.7367 - r_coeff: 0.4977 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1552/6000
0s - loss: 2.2601 - success_ratio: 0.7367 - r_coeff: 0.4978 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1553/6000
0s - loss: 2.2601 - success_ratio: 0.7367 - r_coeff: 0.4978 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1554/6000
0s - loss: 2.2600 - success_ratio: 0.7367 - r_coeff: 0.4978 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1555/6000
0s - loss: 2.2599 - success_ratio: 0.7367 - r_coeff: 0.4978 - val_loss: 2.6870 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1556/6000
0s - loss: 2.2598 - success_ratio: 0.7367 - r_coeff: 0.4978 - val_loss: 2.6869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1557/6000
0s - loss: 2.2598 - success_ratio: 0.7367 - r_coeff: 0.4978 - val_loss: 2.6869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4328
Epoch 1558/6000
0s - loss: 2.2597 - success_ratio: 0.7367 - r_coeff: 0.4979 - val_loss: 2.6869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1559/6000
0s - loss: 2.2596 - success_ratio: 0.7367 - r_coeff: 0.4979 - val_loss: 2.6869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1560/6000
0s - loss: 2.2595 - success_ratio: 0.7367 - r_coeff: 0.4979 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1561/6000
0s - loss: 2.2595 - success_ratio: 0.7367 - r_coeff: 0.4979 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1562/6000
0s - loss: 2.2594 - success_ratio: 0.7367 - r_coeff: 0.4979 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1563/6000
0s - loss: 2.2593 - success_ratio: 0.7367 - r_coeff: 0.4979 - val_loss: 2.6868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1564/6000
0s - loss: 2.2592 - success_ratio: 0.7367 - r_coeff: 0.4980 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1565/6000
0s - loss: 2.2592 - success_ratio: 0.7367 - r_coeff: 0.4980 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1566/6000
0s - loss: 2.2591 - success_ratio: 0.7367 - r_coeff: 0.4980 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1567/6000
0s - loss: 2.2590 - success_ratio: 0.7367 - r_coeff: 0.4980 - val_loss: 2.6867 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1568/6000
0s - loss: 2.2589 - success_ratio: 0.7367 - r_coeff: 0.4980 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1569/6000
0s - loss: 2.2589 - success_ratio: 0.7367 - r_coeff: 0.4980 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1570/6000
0s - loss: 2.2588 - success_ratio: 0.7367 - r_coeff: 0.4981 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1571/6000
0s - loss: 2.2587 - success_ratio: 0.7367 - r_coeff: 0.4981 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1572/6000
0s - loss: 2.2586 - success_ratio: 0.7367 - r_coeff: 0.4981 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1573/6000
0s - loss: 2.2586 - success_ratio: 0.7367 - r_coeff: 0.4981 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1574/6000
0s - loss: 2.2585 - success_ratio: 0.7367 - r_coeff: 0.4981 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1575/6000
0s - loss: 2.2584 - success_ratio: 0.7367 - r_coeff: 0.4981 - val_loss: 2.6866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1576/6000
0s - loss: 2.2583 - success_ratio: 0.7367 - r_coeff: 0.4982 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1577/6000
0s - loss: 2.2583 - success_ratio: 0.7367 - r_coeff: 0.4982 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1578/6000
0s - loss: 2.2582 - success_ratio: 0.7367 - r_coeff: 0.4982 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1579/6000
0s - loss: 2.2581 - success_ratio: 0.7367 - r_coeff: 0.4982 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1580/6000
0s - loss: 2.2581 - success_ratio: 0.7367 - r_coeff: 0.4982 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1581/6000
0s - loss: 2.2580 - success_ratio: 0.7367 - r_coeff: 0.4982 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1582/6000
0s - loss: 2.2579 - success_ratio: 0.7367 - r_coeff: 0.4983 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1583/6000
0s - loss: 2.2578 - success_ratio: 0.7367 - r_coeff: 0.4983 - val_loss: 2.6865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1584/6000
0s - loss: 2.2578 - success_ratio: 0.7367 - r_coeff: 0.4983 - val_loss: 2.6864 - val_success_ratio: 0.7400 - val_r_coeff: 0.4329
Epoch 1585/6000
0s - loss: 2.2577 - success_ratio: 0.7367 - r_coeff: 0.4983 - val_loss: 2.6864 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1586/6000
0s - loss: 2.2576 - success_ratio: 0.7367 - r_coeff: 0.4983 - val_loss: 2.6863 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1587/6000
0s - loss: 2.2575 - success_ratio: 0.7367 - r_coeff: 0.4983 - val_loss: 2.6863 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1588/6000
0s - loss: 2.2575 - success_ratio: 0.7367 - r_coeff: 0.4984 - val_loss: 2.6862 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1589/6000
0s - loss: 2.2574 - success_ratio: 0.7367 - r_coeff: 0.4984 - val_loss: 2.6861 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1590/6000
0s - loss: 2.2573 - success_ratio: 0.7367 - r_coeff: 0.4984 - val_loss: 2.6861 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1591/6000
0s - loss: 2.2572 - success_ratio: 0.7367 - r_coeff: 0.4984 - val_loss: 2.6861 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1592/6000
0s - loss: 2.2572 - success_ratio: 0.7367 - r_coeff: 0.4984 - val_loss: 2.6860 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1593/6000
0s - loss: 2.2571 - success_ratio: 0.7367 - r_coeff: 0.4984 - val_loss: 2.6860 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1594/6000
0s - loss: 2.2570 - success_ratio: 0.7367 - r_coeff: 0.4985 - val_loss: 2.6860 - val_success_ratio: 0.7400 - val_r_coeff: 0.4330
Epoch 1595/6000
0s - loss: 2.2569 - success_ratio: 0.7367 - r_coeff: 0.4985 - val_loss: 2.6859 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1596/6000
0s - loss: 2.2569 - success_ratio: 0.7367 - r_coeff: 0.4985 - val_loss: 2.6859 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1597/6000
0s - loss: 2.2568 - success_ratio: 0.7367 - r_coeff: 0.4985 - val_loss: 2.6858 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1598/6000
0s - loss: 2.2567 - success_ratio: 0.7342 - r_coeff: 0.4985 - val_loss: 2.6858 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1599/6000
0s - loss: 2.2566 - success_ratio: 0.7342 - r_coeff: 0.4985 - val_loss: 2.6857 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1600/6000
0s - loss: 2.2566 - success_ratio: 0.7342 - r_coeff: 0.4986 - val_loss: 2.6857 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1601/6000
0s - loss: 2.2565 - success_ratio: 0.7342 - r_coeff: 0.4986 - val_loss: 2.6857 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1602/6000
0s - loss: 2.2564 - success_ratio: 0.7342 - r_coeff: 0.4986 - val_loss: 2.6856 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1603/6000
0s - loss: 2.2563 - success_ratio: 0.7342 - r_coeff: 0.4986 - val_loss: 2.6856 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1604/6000
0s - loss: 2.2563 - success_ratio: 0.7342 - r_coeff: 0.4986 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1605/6000
0s - loss: 2.2562 - success_ratio: 0.7342 - r_coeff: 0.4986 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1606/6000
0s - loss: 2.2561 - success_ratio: 0.7342 - r_coeff: 0.4986 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1607/6000
0s - loss: 2.2560 - success_ratio: 0.7342 - r_coeff: 0.4987 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1608/6000
0s - loss: 2.2560 - success_ratio: 0.7342 - r_coeff: 0.4987 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1609/6000
0s - loss: 2.2559 - success_ratio: 0.7342 - r_coeff: 0.4987 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1610/6000
0s - loss: 2.2558 - success_ratio: 0.7342 - r_coeff: 0.4987 - val_loss: 2.6854 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1611/6000
0s - loss: 2.2558 - success_ratio: 0.7342 - r_coeff: 0.4987 - val_loss: 2.6854 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1612/6000
0s - loss: 2.2557 - success_ratio: 0.7342 - r_coeff: 0.4987 - val_loss: 2.6854 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1613/6000
0s - loss: 2.2556 - success_ratio: 0.7342 - r_coeff: 0.4988 - val_loss: 2.6853 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1614/6000
0s - loss: 2.2555 - success_ratio: 0.7342 - r_coeff: 0.4988 - val_loss: 2.6853 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1615/6000
0s - loss: 2.2555 - success_ratio: 0.7342 - r_coeff: 0.4988 - val_loss: 2.6853 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1616/6000
0s - loss: 2.2554 - success_ratio: 0.7342 - r_coeff: 0.4988 - val_loss: 2.6853 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1617/6000
0s - loss: 2.2553 - success_ratio: 0.7342 - r_coeff: 0.4988 - val_loss: 2.6852 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1618/6000
0s - loss: 2.2553 - success_ratio: 0.7342 - r_coeff: 0.4988 - val_loss: 2.6852 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1619/6000
0s - loss: 2.2552 - success_ratio: 0.7342 - r_coeff: 0.4989 - val_loss: 2.6851 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1620/6000
0s - loss: 2.2551 - success_ratio: 0.7342 - r_coeff: 0.4989 - val_loss: 2.6850 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1621/6000
0s - loss: 2.2551 - success_ratio: 0.7342 - r_coeff: 0.4989 - val_loss: 2.6849 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1622/6000
0s - loss: 2.2550 - success_ratio: 0.7342 - r_coeff: 0.4989 - val_loss: 2.6848 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1623/6000
0s - loss: 2.2549 - success_ratio: 0.7342 - r_coeff: 0.4989 - val_loss: 2.6848 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1624/6000
0s - loss: 2.2549 - success_ratio: 0.7342 - r_coeff: 0.4989 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1625/6000
0s - loss: 2.2548 - success_ratio: 0.7342 - r_coeff: 0.4989 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1626/6000
0s - loss: 2.2547 - success_ratio: 0.7342 - r_coeff: 0.4990 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1627/6000
0s - loss: 2.2547 - success_ratio: 0.7342 - r_coeff: 0.4990 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1628/6000
0s - loss: 2.2546 - success_ratio: 0.7342 - r_coeff: 0.4990 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1629/6000
0s - loss: 2.2545 - success_ratio: 0.7342 - r_coeff: 0.4990 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1630/6000
0s - loss: 2.2545 - success_ratio: 0.7342 - r_coeff: 0.4990 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1631/6000
0s - loss: 2.2544 - success_ratio: 0.7342 - r_coeff: 0.4990 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1632/6000
0s - loss: 2.2543 - success_ratio: 0.7342 - r_coeff: 0.4990 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1633/6000
0s - loss: 2.2543 - success_ratio: 0.7342 - r_coeff: 0.4991 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1634/6000
0s - loss: 2.2542 - success_ratio: 0.7342 - r_coeff: 0.4991 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1635/6000
0s - loss: 2.2541 - success_ratio: 0.7342 - r_coeff: 0.4991 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1636/6000
0s - loss: 2.2541 - success_ratio: 0.7342 - r_coeff: 0.4991 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1637/6000
0s - loss: 2.2540 - success_ratio: 0.7342 - r_coeff: 0.4991 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1638/6000
0s - loss: 2.2539 - success_ratio: 0.7342 - r_coeff: 0.4991 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1639/6000
0s - loss: 2.2539 - success_ratio: 0.7342 - r_coeff: 0.4991 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1640/6000
0s - loss: 2.2538 - success_ratio: 0.7342 - r_coeff: 0.4992 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1641/6000
0s - loss: 2.2537 - success_ratio: 0.7342 - r_coeff: 0.4992 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1642/6000
0s - loss: 2.2537 - success_ratio: 0.7342 - r_coeff: 0.4992 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1643/6000
0s - loss: 2.2536 - success_ratio: 0.7342 - r_coeff: 0.4992 - val_loss: 2.6846 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1644/6000
0s - loss: 2.2535 - success_ratio: 0.7342 - r_coeff: 0.4992 - val_loss: 2.6845 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1645/6000
0s - loss: 2.2535 - success_ratio: 0.7342 - r_coeff: 0.4992 - val_loss: 2.6847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1646/6000
0s - loss: 2.2534 - success_ratio: 0.7342 - r_coeff: 0.4993 - val_loss: 2.6849 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1647/6000
0s - loss: 2.2533 - success_ratio: 0.7342 - r_coeff: 0.4993 - val_loss: 2.6852 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1648/6000
0s - loss: 2.2532 - success_ratio: 0.7342 - r_coeff: 0.4993 - val_loss: 2.6854 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1649/6000
0s - loss: 2.2532 - success_ratio: 0.7342 - r_coeff: 0.4993 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1650/6000
0s - loss: 2.2531 - success_ratio: 0.7342 - r_coeff: 0.4993 - val_loss: 2.6855 - val_success_ratio: 0.7400 - val_r_coeff: 0.4331
Epoch 1651/6000
0s - loss: 2.2530 - success_ratio: 0.7342 - r_coeff: 0.4993 - val_loss: 2.6854 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1652/6000
0s - loss: 2.2530 - success_ratio: 0.7342 - r_coeff: 0.4993 - val_loss: 2.6852 - val_success_ratio: 0.7400 - val_r_coeff: 0.4332
Epoch 1653/6000
0s - loss: 2.2529 - success_ratio: 0.7342 - r_coeff: 0.4994 - val_loss: 2.6849 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1654/6000
0s - loss: 2.2528 - success_ratio: 0.7342 - r_coeff: 0.4994 - val_loss: 2.6845 - val_success_ratio: 0.7400 - val_r_coeff: 0.4333
Epoch 1655/6000
0s - loss: 2.2528 - success_ratio: 0.7342 - r_coeff: 0.4994 - val_loss: 2.6842 - val_success_ratio: 0.7400 - val_r_coeff: 0.4334
Epoch 1656/6000
0s - loss: 2.2527 - success_ratio: 0.7342 - r_coeff: 0.4994 - val_loss: 2.6838 - val_success_ratio: 0.7400 - val_r_coeff: 0.4335
Epoch 1657/6000
0s - loss: 2.2526 - success_ratio: 0.7342 - r_coeff: 0.4994 - val_loss: 2.6834 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1658/6000
0s - loss: 2.2526 - success_ratio: 0.7342 - r_coeff: 0.4994 - val_loss: 2.6832 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1659/6000
0s - loss: 2.2525 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6832 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1660/6000
0s - loss: 2.2524 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6833 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1661/6000
0s - loss: 2.2524 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6834 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1662/6000
0s - loss: 2.2523 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6834 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1663/6000
0s - loss: 2.2523 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6834 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1664/6000
0s - loss: 2.2522 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6833 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1665/6000
0s - loss: 2.2521 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6832 - val_success_ratio: 0.7400 - val_r_coeff: 0.4336
Epoch 1666/6000
0s - loss: 2.2521 - success_ratio: 0.7342 - r_coeff: 0.4995 - val_loss: 2.6830 - val_success_ratio: 0.7400 - val_r_coeff: 0.4337
Epoch 1667/6000
0s - loss: 2.2520 - success_ratio: 0.7342 - r_coeff: 0.4996 - val_loss: 2.6827 - val_success_ratio: 0.7400 - val_r_coeff: 0.4337
Epoch 1668/6000
0s - loss: 2.2520 - success_ratio: 0.7342 - r_coeff: 0.4996 - val_loss: 2.6824 - val_success_ratio: 0.7400 - val_r_coeff: 0.4338
Epoch 1669/6000
0s - loss: 2.2519 - success_ratio: 0.7342 - r_coeff: 0.4996 - val_loss: 2.6822 - val_success_ratio: 0.7400 - val_r_coeff: 0.4338
Epoch 1670/6000
0s - loss: 2.2518 - success_ratio: 0.7342 - r_coeff: 0.4996 - val_loss: 2.6819 - val_success_ratio: 0.7400 - val_r_coeff: 0.4339
Epoch 1671/6000
0s - loss: 2.2518 - success_ratio: 0.7342 - r_coeff: 0.4996 - val_loss: 2.6817 - val_success_ratio: 0.7400 - val_r_coeff: 0.4340
Epoch 1672/6000
0s - loss: 2.2517 - success_ratio: 0.7342 - r_coeff: 0.4996 - val_loss: 2.6816 - val_success_ratio: 0.7400 - val_r_coeff: 0.4340
Epoch 1673/6000
0s - loss: 2.2517 - success_ratio: 0.7342 - r_coeff: 0.4996 - val_loss: 2.6817 - val_success_ratio: 0.7400 - val_r_coeff: 0.4339
Epoch 1674/6000
0s - loss: 2.2516 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6818 - val_success_ratio: 0.7400 - val_r_coeff: 0.4339
Epoch 1675/6000
0s - loss: 2.2516 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6818 - val_success_ratio: 0.7400 - val_r_coeff: 0.4339
Epoch 1676/6000
0s - loss: 2.2515 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6818 - val_success_ratio: 0.7400 - val_r_coeff: 0.4339
Epoch 1677/6000
0s - loss: 2.2514 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6817 - val_success_ratio: 0.7400 - val_r_coeff: 0.4340
Epoch 1678/6000
0s - loss: 2.2514 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6816 - val_success_ratio: 0.7400 - val_r_coeff: 0.4340
Epoch 1679/6000
0s - loss: 2.2513 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6815 - val_success_ratio: 0.7400 - val_r_coeff: 0.4340
Epoch 1680/6000
0s - loss: 2.2513 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6813 - val_success_ratio: 0.7400 - val_r_coeff: 0.4340
Epoch 1681/6000
0s - loss: 2.2512 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6812 - val_success_ratio: 0.7400 - val_r_coeff: 0.4341
Epoch 1682/6000
0s - loss: 2.2512 - success_ratio: 0.7342 - r_coeff: 0.4997 - val_loss: 2.6810 - val_success_ratio: 0.7400 - val_r_coeff: 0.4341
Epoch 1683/6000
0s - loss: 2.2511 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6809 - val_success_ratio: 0.7400 - val_r_coeff: 0.4341
Epoch 1684/6000
0s - loss: 2.2511 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6807 - val_success_ratio: 0.7400 - val_r_coeff: 0.4342
Epoch 1685/6000
0s - loss: 2.2510 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6805 - val_success_ratio: 0.7400 - val_r_coeff: 0.4342
Epoch 1686/6000
0s - loss: 2.2510 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6804 - val_success_ratio: 0.7400 - val_r_coeff: 0.4342
Epoch 1687/6000
0s - loss: 2.2509 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6802 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1688/6000
0s - loss: 2.2509 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6801 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1689/6000
0s - loss: 2.2508 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6800 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1690/6000
0s - loss: 2.2508 - success_ratio: 0.7342 - r_coeff: 0.4998 - val_loss: 2.6800 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1691/6000
0s - loss: 2.2507 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6799 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1692/6000
0s - loss: 2.2507 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6799 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1693/6000
0s - loss: 2.2506 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6800 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1694/6000
0s - loss: 2.2506 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6800 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1695/6000
0s - loss: 2.2505 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6800 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1696/6000
0s - loss: 2.2505 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6800 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1697/6000
0s - loss: 2.2504 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6799 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1698/6000
0s - loss: 2.2504 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6799 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1699/6000
0s - loss: 2.2503 - success_ratio: 0.7342 - r_coeff: 0.4999 - val_loss: 2.6798 - val_success_ratio: 0.7400 - val_r_coeff: 0.4343
Epoch 1700/6000
0s - loss: 2.2503 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6797 - val_success_ratio: 0.7400 - val_r_coeff: 0.4344
Epoch 1701/6000
0s - loss: 2.2502 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6796 - val_success_ratio: 0.7400 - val_r_coeff: 0.4344
Epoch 1702/6000
0s - loss: 2.2502 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6795 - val_success_ratio: 0.7400 - val_r_coeff: 0.4344
Epoch 1703/6000
0s - loss: 2.2501 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6794 - val_success_ratio: 0.7400 - val_r_coeff: 0.4344
Epoch 1704/6000
0s - loss: 2.2501 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6793 - val_success_ratio: 0.7400 - val_r_coeff: 0.4344
Epoch 1705/6000
0s - loss: 2.2500 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6793 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1706/6000
0s - loss: 2.2500 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6793 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1707/6000
0s - loss: 2.2499 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6793 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1708/6000
0s - loss: 2.2499 - success_ratio: 0.7342 - r_coeff: 0.5000 - val_loss: 2.6793 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1709/6000
0s - loss: 2.2498 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6793 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1710/6000
0s - loss: 2.2498 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6793 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1711/6000
0s - loss: 2.2497 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6792 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1712/6000
0s - loss: 2.2497 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6792 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1713/6000
0s - loss: 2.2496 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6791 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1714/6000
0s - loss: 2.2496 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6791 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1715/6000
0s - loss: 2.2495 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6790 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1716/6000
0s - loss: 2.2495 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6790 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1717/6000
0s - loss: 2.2494 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6789 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1718/6000
0s - loss: 2.2494 - success_ratio: 0.7342 - r_coeff: 0.5001 - val_loss: 2.6789 - val_success_ratio: 0.7400 - val_r_coeff: 0.4345
Epoch 1719/6000
0s - loss: 2.2493 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6788 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1720/6000
0s - loss: 2.2493 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6788 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1721/6000
0s - loss: 2.2492 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6787 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1722/6000
0s - loss: 2.2492 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6787 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1723/6000
0s - loss: 2.2491 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6787 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1724/6000
0s - loss: 2.2491 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6787 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1725/6000
0s - loss: 2.2490 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6787 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1726/6000
0s - loss: 2.2490 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6786 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1727/6000
0s - loss: 2.2489 - success_ratio: 0.7342 - r_coeff: 0.5002 - val_loss: 2.6786 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1728/6000
0s - loss: 2.2489 - success_ratio: 0.7342 - r_coeff: 0.5003 - val_loss: 2.6785 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1729/6000
0s - loss: 2.2488 - success_ratio: 0.7342 - r_coeff: 0.5003 - val_loss: 2.6785 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1730/6000
0s - loss: 2.2488 - success_ratio: 0.7342 - r_coeff: 0.5003 - val_loss: 2.6784 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1731/6000
0s - loss: 2.2488 - success_ratio: 0.7342 - r_coeff: 0.5003 - val_loss: 2.6784 - val_success_ratio: 0.7400 - val_r_coeff: 0.4346
Epoch 1732/6000
0s - loss: 2.2487 - success_ratio: 0.7342 - r_coeff: 0.5003 - val_loss: 2.6783 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1733/6000
0s - loss: 2.2487 - success_ratio: 0.7342 - r_coeff: 0.5003 - val_loss: 2.6783 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1734/6000
0s - loss: 2.2486 - success_ratio: 0.7367 - r_coeff: 0.5003 - val_loss: 2.6782 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1735/6000
0s - loss: 2.2486 - success_ratio: 0.7367 - r_coeff: 0.5003 - val_loss: 2.6781 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1736/6000
0s - loss: 2.2485 - success_ratio: 0.7367 - r_coeff: 0.5003 - val_loss: 2.6781 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1737/6000
0s - loss: 2.2485 - success_ratio: 0.7367 - r_coeff: 0.5003 - val_loss: 2.6780 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1738/6000
0s - loss: 2.2484 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6780 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1739/6000
0s - loss: 2.2484 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6780 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1740/6000
0s - loss: 2.2483 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6779 - val_success_ratio: 0.7400 - val_r_coeff: 0.4347
Epoch 1741/6000
0s - loss: 2.2483 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6778 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1742/6000
0s - loss: 2.2482 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6778 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1743/6000
0s - loss: 2.2482 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6777 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1744/6000
0s - loss: 2.2481 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1745/6000
0s - loss: 2.2481 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1746/6000
0s - loss: 2.2481 - success_ratio: 0.7367 - r_coeff: 0.5004 - val_loss: 2.6776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1747/6000
0s - loss: 2.2480 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1748/6000
0s - loss: 2.2480 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1749/6000
0s - loss: 2.2479 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6774 - val_success_ratio: 0.7400 - val_r_coeff: 0.4348
Epoch 1750/6000
0s - loss: 2.2479 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6774 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1751/6000
0s - loss: 2.2478 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1752/6000
0s - loss: 2.2478 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1753/6000
0s - loss: 2.2477 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1754/6000
0s - loss: 2.2477 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1755/6000
0s - loss: 2.2476 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6772 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1756/6000
0s - loss: 2.2476 - success_ratio: 0.7367 - r_coeff: 0.5005 - val_loss: 2.6772 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1757/6000
0s - loss: 2.2476 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6772 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1758/6000
0s - loss: 2.2475 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6771 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1759/6000
0s - loss: 2.2475 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6770 - val_success_ratio: 0.7400 - val_r_coeff: 0.4349
Epoch 1760/6000
0s - loss: 2.2474 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6769 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1761/6000
0s - loss: 2.2474 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6769 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1762/6000
0s - loss: 2.2473 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6768 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1763/6000
0s - loss: 2.2473 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6768 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1764/6000
0s - loss: 2.2472 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6768 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1765/6000
0s - loss: 2.2472 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6767 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1766/6000
0s - loss: 2.2471 - success_ratio: 0.7367 - r_coeff: 0.5006 - val_loss: 2.6766 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1767/6000
0s - loss: 2.2471 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6766 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1768/6000
0s - loss: 2.2471 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6765 - val_success_ratio: 0.7400 - val_r_coeff: 0.4350
Epoch 1769/6000
0s - loss: 2.2470 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6765 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1770/6000
0s - loss: 2.2470 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6764 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1771/6000
0s - loss: 2.2469 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6764 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1772/6000
0s - loss: 2.2469 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6764 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1773/6000
0s - loss: 2.2468 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6763 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1774/6000
0s - loss: 2.2468 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6763 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1775/6000
0s - loss: 2.2467 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6762 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1776/6000
0s - loss: 2.2467 - success_ratio: 0.7367 - r_coeff: 0.5007 - val_loss: 2.6762 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1777/6000
0s - loss: 2.2467 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6761 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1778/6000
0s - loss: 2.2466 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6760 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1779/6000
0s - loss: 2.2466 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6760 - val_success_ratio: 0.7400 - val_r_coeff: 0.4351
Epoch 1780/6000
0s - loss: 2.2465 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6760 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1781/6000
0s - loss: 2.2465 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6760 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1782/6000
0s - loss: 2.2464 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6759 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1783/6000
0s - loss: 2.2464 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6759 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1784/6000
0s - loss: 2.2464 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6758 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1785/6000
0s - loss: 2.2463 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6758 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1786/6000
0s - loss: 2.2463 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6757 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1787/6000
0s - loss: 2.2462 - success_ratio: 0.7367 - r_coeff: 0.5008 - val_loss: 2.6756 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1788/6000
0s - loss: 2.2462 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6756 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1789/6000
0s - loss: 2.2461 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6756 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1790/6000
0s - loss: 2.2461 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6755 - val_success_ratio: 0.7400 - val_r_coeff: 0.4352
Epoch 1791/6000
0s - loss: 2.2461 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6755 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1792/6000
0s - loss: 2.2460 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6755 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1793/6000
0s - loss: 2.2460 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6754 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1794/6000
0s - loss: 2.2459 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6754 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1795/6000
0s - loss: 2.2459 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6753 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1796/6000
0s - loss: 2.2458 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6753 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1797/6000
0s - loss: 2.2458 - success_ratio: 0.7367 - r_coeff: 0.5009 - val_loss: 2.6753 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1798/6000
0s - loss: 2.2457 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6752 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1799/6000
0s - loss: 2.2457 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6752 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1800/6000
0s - loss: 2.2457 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6751 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1801/6000
0s - loss: 2.2456 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6751 - val_success_ratio: 0.7400 - val_r_coeff: 0.4353
Epoch 1802/6000
0s - loss: 2.2456 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6750 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1803/6000
0s - loss: 2.2455 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6750 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1804/6000
0s - loss: 2.2455 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6749 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1805/6000
0s - loss: 2.2455 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6748 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1806/6000
0s - loss: 2.2454 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6748 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1807/6000
0s - loss: 2.2454 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6747 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1808/6000
0s - loss: 2.2453 - success_ratio: 0.7367 - r_coeff: 0.5010 - val_loss: 2.6747 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1809/6000
0s - loss: 2.2453 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6746 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1810/6000
0s - loss: 2.2452 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6746 - val_success_ratio: 0.7400 - val_r_coeff: 0.4354
Epoch 1811/6000
0s - loss: 2.2452 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6746 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1812/6000
0s - loss: 2.2452 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6745 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1813/6000
0s - loss: 2.2451 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6744 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1814/6000
0s - loss: 2.2451 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6744 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1815/6000
0s - loss: 2.2450 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6744 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1816/6000
0s - loss: 2.2450 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6744 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1817/6000
0s - loss: 2.2449 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6743 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1818/6000
0s - loss: 2.2449 - success_ratio: 0.7367 - r_coeff: 0.5011 - val_loss: 2.6743 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1819/6000
0s - loss: 2.2449 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6743 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1820/6000
0s - loss: 2.2448 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6743 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1821/6000
0s - loss: 2.2448 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6743 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1822/6000
0s - loss: 2.2447 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6742 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1823/6000
0s - loss: 2.2447 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6742 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1824/6000
0s - loss: 2.2446 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6742 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1825/6000
0s - loss: 2.2446 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6741 - val_success_ratio: 0.7400 - val_r_coeff: 0.4355
Epoch 1826/6000
0s - loss: 2.2445 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6741 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1827/6000
0s - loss: 2.2445 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6740 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1828/6000
0s - loss: 2.2444 - success_ratio: 0.7367 - r_coeff: 0.5012 - val_loss: 2.6740 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1829/6000
0s - loss: 2.2444 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6739 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1830/6000
0s - loss: 2.2443 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6739 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1831/6000
0s - loss: 2.2443 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6739 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1832/6000
0s - loss: 2.2443 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6738 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1833/6000
0s - loss: 2.2442 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6738 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1834/6000
0s - loss: 2.2442 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6737 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1835/6000
0s - loss: 2.2441 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6737 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1836/6000
0s - loss: 2.2441 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6737 - val_success_ratio: 0.7400 - val_r_coeff: 0.4356
Epoch 1837/6000
0s - loss: 2.2440 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6736 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1838/6000
0s - loss: 2.2440 - success_ratio: 0.7367 - r_coeff: 0.5013 - val_loss: 2.6736 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1839/6000
0s - loss: 2.2439 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6736 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1840/6000
0s - loss: 2.2439 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6735 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1841/6000
0s - loss: 2.2438 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6735 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1842/6000
0s - loss: 2.2438 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6734 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1843/6000
0s - loss: 2.2437 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6734 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1844/6000
0s - loss: 2.2437 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6733 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1845/6000
0s - loss: 2.2436 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6733 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1846/6000
0s - loss: 2.2436 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6732 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1847/6000
0s - loss: 2.2435 - success_ratio: 0.7367 - r_coeff: 0.5014 - val_loss: 2.6732 - val_success_ratio: 0.7400 - val_r_coeff: 0.4357
Epoch 1848/6000
0s - loss: 2.2435 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6732 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1849/6000
0s - loss: 2.2435 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6731 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1850/6000
0s - loss: 2.2434 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6731 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1851/6000
0s - loss: 2.2434 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6730 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1852/6000
0s - loss: 2.2433 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6729 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1853/6000
0s - loss: 2.2433 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6729 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1854/6000
0s - loss: 2.2432 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6729 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1855/6000
0s - loss: 2.2432 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6728 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1856/6000
0s - loss: 2.2431 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6728 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1857/6000
0s - loss: 2.2431 - success_ratio: 0.7367 - r_coeff: 0.5015 - val_loss: 2.6728 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1858/6000
0s - loss: 2.2430 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6727 - val_success_ratio: 0.7400 - val_r_coeff: 0.4358
Epoch 1859/6000
0s - loss: 2.2430 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6727 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1860/6000
0s - loss: 2.2429 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6726 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1861/6000
0s - loss: 2.2429 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6726 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1862/6000
0s - loss: 2.2428 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6726 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1863/6000
0s - loss: 2.2428 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6725 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1864/6000
0s - loss: 2.2427 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6725 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1865/6000
0s - loss: 2.2427 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6724 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1866/6000
0s - loss: 2.2426 - success_ratio: 0.7367 - r_coeff: 0.5016 - val_loss: 2.6723 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1867/6000
0s - loss: 2.2426 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6722 - val_success_ratio: 0.7400 - val_r_coeff: 0.4359
Epoch 1868/6000
0s - loss: 2.2426 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6722 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1869/6000
0s - loss: 2.2425 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6721 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1870/6000
0s - loss: 2.2425 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6721 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1871/6000
0s - loss: 2.2424 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6720 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1872/6000
0s - loss: 2.2424 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6720 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1873/6000
0s - loss: 2.2423 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6720 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1874/6000
0s - loss: 2.2423 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6719 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1875/6000
0s - loss: 2.2422 - success_ratio: 0.7367 - r_coeff: 0.5017 - val_loss: 2.6719 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1876/6000
0s - loss: 2.2422 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6718 - val_success_ratio: 0.7400 - val_r_coeff: 0.4360
Epoch 1877/6000
0s - loss: 2.2421 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6717 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1878/6000
0s - loss: 2.2421 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6717 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1879/6000
0s - loss: 2.2420 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6716 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1880/6000
0s - loss: 2.2420 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6716 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1881/6000
0s - loss: 2.2419 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6716 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1882/6000
0s - loss: 2.2419 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6716 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1883/6000
0s - loss: 2.2418 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6715 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1884/6000
0s - loss: 2.2418 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6715 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1885/6000
0s - loss: 2.2417 - success_ratio: 0.7367 - r_coeff: 0.5018 - val_loss: 2.6714 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1886/6000
0s - loss: 2.2417 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6713 - val_success_ratio: 0.7400 - val_r_coeff: 0.4361
Epoch 1887/6000
0s - loss: 2.2416 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6713 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1888/6000
0s - loss: 2.2416 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6712 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1889/6000
0s - loss: 2.2415 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6712 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1890/6000
0s - loss: 2.2415 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6711 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1891/6000
0s - loss: 2.2414 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6711 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1892/6000
0s - loss: 2.2414 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6711 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1893/6000
0s - loss: 2.2413 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6710 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1894/6000
0s - loss: 2.2413 - success_ratio: 0.7367 - r_coeff: 0.5019 - val_loss: 2.6709 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1895/6000
0s - loss: 2.2412 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6708 - val_success_ratio: 0.7400 - val_r_coeff: 0.4362
Epoch 1896/6000
0s - loss: 2.2412 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6707 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1897/6000
0s - loss: 2.2411 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6707 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1898/6000
0s - loss: 2.2411 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6706 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1899/6000
0s - loss: 2.2410 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6706 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1900/6000
0s - loss: 2.2410 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6706 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1901/6000
0s - loss: 2.2409 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6705 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1902/6000
0s - loss: 2.2409 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6705 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1903/6000
0s - loss: 2.2409 - success_ratio: 0.7367 - r_coeff: 0.5020 - val_loss: 2.6703 - val_success_ratio: 0.7400 - val_r_coeff: 0.4363
Epoch 1904/6000
0s - loss: 2.2408 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6703 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1905/6000
0s - loss: 2.2408 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6702 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1906/6000
0s - loss: 2.2407 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6701 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1907/6000
0s - loss: 2.2407 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6701 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1908/6000
0s - loss: 2.2406 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6701 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1909/6000
0s - loss: 2.2406 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6700 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1910/6000
0s - loss: 2.2405 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6700 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1911/6000
0s - loss: 2.2405 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6699 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1912/6000
0s - loss: 2.2404 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6698 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1913/6000
0s - loss: 2.2404 - success_ratio: 0.7367 - r_coeff: 0.5021 - val_loss: 2.6698 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1914/6000
0s - loss: 2.2403 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6698 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1915/6000
0s - loss: 2.2403 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6697 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1916/6000
0s - loss: 2.2403 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6697 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1917/6000
0s - loss: 2.2402 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6696 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1918/6000
0s - loss: 2.2402 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6696 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1919/6000
0s - loss: 2.2401 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6695 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1920/6000
0s - loss: 2.2401 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6695 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1921/6000
0s - loss: 2.2401 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6695 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1922/6000
0s - loss: 2.2400 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6696 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1923/6000
0s - loss: 2.2400 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6698 - val_success_ratio: 0.7400 - val_r_coeff: 0.4365
Epoch 1924/6000
0s - loss: 2.2399 - success_ratio: 0.7367 - r_coeff: 0.5022 - val_loss: 2.6699 - val_success_ratio: 0.7400 - val_r_coeff: 0.4364
Epoch 1925/6000
0s - loss: 2.2399 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1926/6000
0s - loss: 2.2398 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6702 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1927/6000
0s - loss: 2.2398 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6704 - val_success_ratio: 0.7500 - val_r_coeff: 0.4363
Epoch 1928/6000
0s - loss: 2.2397 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6706 - val_success_ratio: 0.7500 - val_r_coeff: 0.4363
Epoch 1929/6000
0s - loss: 2.2397 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6708 - val_success_ratio: 0.7500 - val_r_coeff: 0.4362
Epoch 1930/6000
0s - loss: 2.2396 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6711 - val_success_ratio: 0.7500 - val_r_coeff: 0.4362
Epoch 1931/6000
0s - loss: 2.2396 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6714 - val_success_ratio: 0.7500 - val_r_coeff: 0.4361
Epoch 1932/6000
0s - loss: 2.2395 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6716 - val_success_ratio: 0.7500 - val_r_coeff: 0.4361
Epoch 1933/6000
0s - loss: 2.2395 - success_ratio: 0.7367 - r_coeff: 0.5023 - val_loss: 2.6718 - val_success_ratio: 0.7500 - val_r_coeff: 0.4360
Epoch 1934/6000
0s - loss: 2.2395 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6719 - val_success_ratio: 0.7500 - val_r_coeff: 0.4360
Epoch 1935/6000
0s - loss: 2.2394 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6718 - val_success_ratio: 0.7500 - val_r_coeff: 0.4360
Epoch 1936/6000
0s - loss: 2.2394 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6718 - val_success_ratio: 0.7500 - val_r_coeff: 0.4360
Epoch 1937/6000
0s - loss: 2.2393 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6716 - val_success_ratio: 0.7500 - val_r_coeff: 0.4361
Epoch 1938/6000
0s - loss: 2.2393 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6715 - val_success_ratio: 0.7500 - val_r_coeff: 0.4361
Epoch 1939/6000
0s - loss: 2.2392 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6713 - val_success_ratio: 0.7500 - val_r_coeff: 0.4361
Epoch 1940/6000
0s - loss: 2.2392 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6711 - val_success_ratio: 0.7500 - val_r_coeff: 0.4362
Epoch 1941/6000
0s - loss: 2.2391 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6709 - val_success_ratio: 0.7500 - val_r_coeff: 0.4362
Epoch 1942/6000
0s - loss: 2.2391 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6707 - val_success_ratio: 0.7500 - val_r_coeff: 0.4363
Epoch 1943/6000
0s - loss: 2.2390 - success_ratio: 0.7367 - r_coeff: 0.5024 - val_loss: 2.6705 - val_success_ratio: 0.7500 - val_r_coeff: 0.4363
Epoch 1944/6000
0s - loss: 2.2390 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6704 - val_success_ratio: 0.7500 - val_r_coeff: 0.4363
Epoch 1945/6000
0s - loss: 2.2390 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6703 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1946/6000
0s - loss: 2.2389 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6702 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1947/6000
0s - loss: 2.2389 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1948/6000
0s - loss: 2.2388 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1949/6000
0s - loss: 2.2388 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1950/6000
0s - loss: 2.2387 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1951/6000
0s - loss: 2.2387 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1952/6000
0s - loss: 2.2386 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6699 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1953/6000
0s - loss: 2.2386 - success_ratio: 0.7367 - r_coeff: 0.5025 - val_loss: 2.6699 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1954/6000
0s - loss: 2.2385 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6699 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1955/6000
0s - loss: 2.2385 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1956/6000
0s - loss: 2.2384 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1957/6000
0s - loss: 2.2384 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1958/6000
0s - loss: 2.2383 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1959/6000
0s - loss: 2.2383 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1960/6000
0s - loss: 2.2382 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1961/6000
0s - loss: 2.2382 - success_ratio: 0.7367 - r_coeff: 0.5026 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1962/6000
0s - loss: 2.2381 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1963/6000
0s - loss: 2.2381 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1964/6000
0s - loss: 2.2380 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6699 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1965/6000
0s - loss: 2.2380 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6699 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 1966/6000
0s - loss: 2.2379 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6698 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1967/6000
0s - loss: 2.2378 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6697 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1968/6000
0s - loss: 2.2378 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6697 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1969/6000
0s - loss: 2.2377 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1970/6000
0s - loss: 2.2377 - success_ratio: 0.7367 - r_coeff: 0.5027 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1971/6000
0s - loss: 2.2376 - success_ratio: 0.7367 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1972/6000
0s - loss: 2.2376 - success_ratio: 0.7367 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1973/6000
0s - loss: 2.2375 - success_ratio: 0.7367 - r_coeff: 0.5028 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1974/6000
0s - loss: 2.2375 - success_ratio: 0.7342 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1975/6000
0s - loss: 2.2374 - success_ratio: 0.7342 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1976/6000
0s - loss: 2.2374 - success_ratio: 0.7342 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1977/6000
0s - loss: 2.2373 - success_ratio: 0.7342 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1978/6000
0s - loss: 2.2373 - success_ratio: 0.7342 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1979/6000
0s - loss: 2.2372 - success_ratio: 0.7342 - r_coeff: 0.5028 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1980/6000
0s - loss: 2.2372 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1981/6000
0s - loss: 2.2371 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1982/6000
0s - loss: 2.2371 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1983/6000
0s - loss: 2.2370 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1984/6000
0s - loss: 2.2370 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1985/6000
0s - loss: 2.2370 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1986/6000
0s - loss: 2.2369 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1987/6000
0s - loss: 2.2369 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1988/6000
0s - loss: 2.2368 - success_ratio: 0.7342 - r_coeff: 0.5029 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1989/6000
0s - loss: 2.2368 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1990/6000
0s - loss: 2.2367 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6694 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1991/6000
0s - loss: 2.2367 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6694 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 1992/6000
0s - loss: 2.2366 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6693 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 1993/6000
0s - loss: 2.2366 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6692 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 1994/6000
0s - loss: 2.2365 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6691 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 1995/6000
0s - loss: 2.2365 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6690 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 1996/6000
0s - loss: 2.2364 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6689 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 1997/6000
0s - loss: 2.2364 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6688 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 1998/6000
0s - loss: 2.2363 - success_ratio: 0.7342 - r_coeff: 0.5030 - val_loss: 2.6687 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 1999/6000
0s - loss: 2.2363 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6687 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2000/6000
0s - loss: 2.2362 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6687 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2001/6000
0s - loss: 2.2362 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6687 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2002/6000
0s - loss: 2.2361 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6688 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2003/6000
0s - loss: 2.2361 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6688 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2004/6000
0s - loss: 2.2360 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6689 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2005/6000
0s - loss: 2.2360 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6689 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2006/6000
0s - loss: 2.2359 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6690 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2007/6000
0s - loss: 2.2359 - success_ratio: 0.7342 - r_coeff: 0.5031 - val_loss: 2.6690 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2008/6000
0s - loss: 2.2358 - success_ratio: 0.7342 - r_coeff: 0.5032 - val_loss: 2.6690 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2009/6000
0s - loss: 2.2358 - success_ratio: 0.7342 - r_coeff: 0.5032 - val_loss: 2.6691 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2010/6000
0s - loss: 2.2357 - success_ratio: 0.7342 - r_coeff: 0.5032 - val_loss: 2.6693 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2011/6000
0s - loss: 2.2356 - success_ratio: 0.7342 - r_coeff: 0.5032 - val_loss: 2.6697 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2012/6000
0s - loss: 2.2355 - success_ratio: 0.7342 - r_coeff: 0.5032 - val_loss: 2.6702 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2013/6000
0s - loss: 2.2354 - success_ratio: 0.7342 - r_coeff: 0.5032 - val_loss: 2.6708 - val_success_ratio: 0.7500 - val_r_coeff: 0.4363
Epoch 2014/6000
0s - loss: 2.2353 - success_ratio: 0.7342 - r_coeff: 0.5033 - val_loss: 2.6714 - val_success_ratio: 0.7500 - val_r_coeff: 0.4361
Epoch 2015/6000
0s - loss: 2.2352 - success_ratio: 0.7342 - r_coeff: 0.5033 - val_loss: 2.6720 - val_success_ratio: 0.7500 - val_r_coeff: 0.4360
Epoch 2016/6000
0s - loss: 2.2352 - success_ratio: 0.7342 - r_coeff: 0.5033 - val_loss: 2.6726 - val_success_ratio: 0.7500 - val_r_coeff: 0.4359
Epoch 2017/6000
0s - loss: 2.2351 - success_ratio: 0.7367 - r_coeff: 0.5033 - val_loss: 2.6732 - val_success_ratio: 0.7500 - val_r_coeff: 0.4358
Epoch 2018/6000
0s - loss: 2.2350 - success_ratio: 0.7392 - r_coeff: 0.5033 - val_loss: 2.6736 - val_success_ratio: 0.7500 - val_r_coeff: 0.4357
Epoch 2019/6000
0s - loss: 2.2349 - success_ratio: 0.7418 - r_coeff: 0.5034 - val_loss: 2.6738 - val_success_ratio: 0.7500 - val_r_coeff: 0.4356
Epoch 2020/6000
0s - loss: 2.2349 - success_ratio: 0.7418 - r_coeff: 0.5034 - val_loss: 2.6739 - val_success_ratio: 0.7500 - val_r_coeff: 0.4356
Epoch 2021/6000
0s - loss: 2.2348 - success_ratio: 0.7392 - r_coeff: 0.5034 - val_loss: 2.6739 - val_success_ratio: 0.7500 - val_r_coeff: 0.4356
Epoch 2022/6000
0s - loss: 2.2347 - success_ratio: 0.7392 - r_coeff: 0.5034 - val_loss: 2.6738 - val_success_ratio: 0.7500 - val_r_coeff: 0.4356
Epoch 2023/6000
0s - loss: 2.2346 - success_ratio: 0.7367 - r_coeff: 0.5034 - val_loss: 2.6735 - val_success_ratio: 0.7500 - val_r_coeff: 0.4357
Epoch 2024/6000
0s - loss: 2.2345 - success_ratio: 0.7367 - r_coeff: 0.5034 - val_loss: 2.6732 - val_success_ratio: 0.7500 - val_r_coeff: 0.4357
Epoch 2025/6000
0s - loss: 2.2345 - success_ratio: 0.7367 - r_coeff: 0.5035 - val_loss: 2.6728 - val_success_ratio: 0.7500 - val_r_coeff: 0.4358
Epoch 2026/6000
0s - loss: 2.2344 - success_ratio: 0.7367 - r_coeff: 0.5035 - val_loss: 2.6724 - val_success_ratio: 0.7500 - val_r_coeff: 0.4359
Epoch 2027/6000
0s - loss: 2.2343 - success_ratio: 0.7342 - r_coeff: 0.5035 - val_loss: 2.6720 - val_success_ratio: 0.7500 - val_r_coeff: 0.4360
Epoch 2028/6000
0s - loss: 2.2342 - success_ratio: 0.7342 - r_coeff: 0.5035 - val_loss: 2.6716 - val_success_ratio: 0.7500 - val_r_coeff: 0.4361
Epoch 2029/6000
0s - loss: 2.2341 - success_ratio: 0.7342 - r_coeff: 0.5035 - val_loss: 2.6712 - val_success_ratio: 0.7500 - val_r_coeff: 0.4362
Epoch 2030/6000
0s - loss: 2.2341 - success_ratio: 0.7342 - r_coeff: 0.5036 - val_loss: 2.6709 - val_success_ratio: 0.7500 - val_r_coeff: 0.4362
Epoch 2031/6000
0s - loss: 2.2340 - success_ratio: 0.7342 - r_coeff: 0.5036 - val_loss: 2.6705 - val_success_ratio: 0.7500 - val_r_coeff: 0.4363
Epoch 2032/6000
0s - loss: 2.2339 - success_ratio: 0.7342 - r_coeff: 0.5036 - val_loss: 2.6703 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2033/6000
0s - loss: 2.2338 - success_ratio: 0.7342 - r_coeff: 0.5036 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2034/6000
0s - loss: 2.2338 - success_ratio: 0.7342 - r_coeff: 0.5036 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2035/6000
0s - loss: 2.2337 - success_ratio: 0.7342 - r_coeff: 0.5036 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2036/6000
0s - loss: 2.2336 - success_ratio: 0.7342 - r_coeff: 0.5036 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2037/6000
0s - loss: 2.2335 - success_ratio: 0.7342 - r_coeff: 0.5037 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2038/6000
0s - loss: 2.2335 - success_ratio: 0.7342 - r_coeff: 0.5037 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2039/6000
0s - loss: 2.2334 - success_ratio: 0.7342 - r_coeff: 0.5037 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2040/6000
0s - loss: 2.2333 - success_ratio: 0.7342 - r_coeff: 0.5037 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2041/6000
0s - loss: 2.2332 - success_ratio: 0.7342 - r_coeff: 0.5037 - val_loss: 2.6702 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2042/6000
0s - loss: 2.2332 - success_ratio: 0.7342 - r_coeff: 0.5038 - val_loss: 2.6702 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2043/6000
0s - loss: 2.2331 - success_ratio: 0.7342 - r_coeff: 0.5038 - val_loss: 2.6703 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2044/6000
0s - loss: 2.2330 - success_ratio: 0.7342 - r_coeff: 0.5038 - val_loss: 2.6703 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2045/6000
0s - loss: 2.2329 - success_ratio: 0.7342 - r_coeff: 0.5038 - val_loss: 2.6702 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2046/6000
0s - loss: 2.2329 - success_ratio: 0.7316 - r_coeff: 0.5038 - val_loss: 2.6702 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2047/6000
0s - loss: 2.2328 - success_ratio: 0.7316 - r_coeff: 0.5038 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2048/6000
0s - loss: 2.2327 - success_ratio: 0.7316 - r_coeff: 0.5039 - val_loss: 2.6701 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2049/6000
0s - loss: 2.2326 - success_ratio: 0.7342 - r_coeff: 0.5039 - val_loss: 2.6700 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2050/6000
0s - loss: 2.2326 - success_ratio: 0.7342 - r_coeff: 0.5039 - val_loss: 2.6699 - val_success_ratio: 0.7500 - val_r_coeff: 0.4364
Epoch 2051/6000
0s - loss: 2.2325 - success_ratio: 0.7316 - r_coeff: 0.5039 - val_loss: 2.6698 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2052/6000
0s - loss: 2.2324 - success_ratio: 0.7316 - r_coeff: 0.5039 - val_loss: 2.6698 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2053/6000
0s - loss: 2.2323 - success_ratio: 0.7316 - r_coeff: 0.5039 - val_loss: 2.6697 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2054/6000
0s - loss: 2.2323 - success_ratio: 0.7316 - r_coeff: 0.5039 - val_loss: 2.6697 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2055/6000
0s - loss: 2.2322 - success_ratio: 0.7342 - r_coeff: 0.5040 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2056/6000
0s - loss: 2.2321 - success_ratio: 0.7342 - r_coeff: 0.5040 - val_loss: 2.6696 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2057/6000
0s - loss: 2.2321 - success_ratio: 0.7342 - r_coeff: 0.5040 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2058/6000
0s - loss: 2.2320 - success_ratio: 0.7342 - r_coeff: 0.5040 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2059/6000
0s - loss: 2.2319 - success_ratio: 0.7342 - r_coeff: 0.5040 - val_loss: 2.6695 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2060/6000
0s - loss: 2.2318 - success_ratio: 0.7342 - r_coeff: 0.5040 - val_loss: 2.6694 - val_success_ratio: 0.7500 - val_r_coeff: 0.4365
Epoch 2061/6000
0s - loss: 2.2318 - success_ratio: 0.7342 - r_coeff: 0.5041 - val_loss: 2.6693 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2062/6000
0s - loss: 2.2317 - success_ratio: 0.7342 - r_coeff: 0.5041 - val_loss: 2.6692 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2063/6000
0s - loss: 2.2316 - success_ratio: 0.7342 - r_coeff: 0.5041 - val_loss: 2.6691 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2064/6000
0s - loss: 2.2316 - success_ratio: 0.7342 - r_coeff: 0.5041 - val_loss: 2.6690 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2065/6000
0s - loss: 2.2315 - success_ratio: 0.7342 - r_coeff: 0.5041 - val_loss: 2.6689 - val_success_ratio: 0.7500 - val_r_coeff: 0.4366
Epoch 2066/6000
0s - loss: 2.2314 - success_ratio: 0.7342 - r_coeff: 0.5041 - val_loss: 2.6688 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2067/6000
0s - loss: 2.2314 - success_ratio: 0.7316 - r_coeff: 0.5041 - val_loss: 2.6687 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2068/6000
0s - loss: 2.2313 - success_ratio: 0.7316 - r_coeff: 0.5042 - val_loss: 2.6686 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2069/6000
0s - loss: 2.2312 - success_ratio: 0.7316 - r_coeff: 0.5042 - val_loss: 2.6686 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2070/6000
0s - loss: 2.2312 - success_ratio: 0.7316 - r_coeff: 0.5042 - val_loss: 2.6685 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2071/6000
0s - loss: 2.2311 - success_ratio: 0.7316 - r_coeff: 0.5042 - val_loss: 2.6684 - val_success_ratio: 0.7500 - val_r_coeff: 0.4367
Epoch 2072/6000
0s - loss: 2.2310 - success_ratio: 0.7316 - r_coeff: 0.5042 - val_loss: 2.6684 - val_success_ratio: 0.7500 - val_r_coeff: 0.4368
Epoch 2073/6000
0s - loss: 2.2310 - success_ratio: 0.7316 - r_coeff: 0.5042 - val_loss: 2.6683 - val_success_ratio: 0.7500 - val_r_coeff: 0.4368
Epoch 2074/6000
0s - loss: 2.2309 - success_ratio: 0.7316 - r_coeff: 0.5042 - val_loss: 2.6682 - val_success_ratio: 0.7500 - val_r_coeff: 0.4368
Epoch 2075/6000
0s - loss: 2.2309 - success_ratio: 0.7316 - r_coeff: 0.5043 - val_loss: 2.6681 - val_success_ratio: 0.7500 - val_r_coeff: 0.4368
Epoch 2076/6000
0s - loss: 2.2308 - success_ratio: 0.7316 - r_coeff: 0.5043 - val_loss: 2.6680 - val_success_ratio: 0.7500 - val_r_coeff: 0.4368
Epoch 2077/6000
0s - loss: 2.2307 - success_ratio: 0.7316 - r_coeff: 0.5043 - val_loss: 2.6680 - val_success_ratio: 0.7500 - val_r_coeff: 0.4368
Epoch 2078/6000
0s - loss: 2.2307 - success_ratio: 0.7316 - r_coeff: 0.5043 - val_loss: 2.6679 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2079/6000
0s - loss: 2.2306 - success_ratio: 0.7342 - r_coeff: 0.5043 - val_loss: 2.6679 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2080/6000
0s - loss: 2.2306 - success_ratio: 0.7342 - r_coeff: 0.5043 - val_loss: 2.6679 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2081/6000
0s - loss: 2.2305 - success_ratio: 0.7342 - r_coeff: 0.5043 - val_loss: 2.6679 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2082/6000
0s - loss: 2.2304 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6679 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2083/6000
0s - loss: 2.2304 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6679 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2084/6000
0s - loss: 2.2303 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6678 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2085/6000
0s - loss: 2.2303 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6677 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2086/6000
0s - loss: 2.2302 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6676 - val_success_ratio: 0.7500 - val_r_coeff: 0.4369
Epoch 2087/6000
0s - loss: 2.2301 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6674 - val_success_ratio: 0.7500 - val_r_coeff: 0.4370
Epoch 2088/6000
0s - loss: 2.2301 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6673 - val_success_ratio: 0.7500 - val_r_coeff: 0.4370
Epoch 2089/6000
0s - loss: 2.2300 - success_ratio: 0.7342 - r_coeff: 0.5044 - val_loss: 2.6672 - val_success_ratio: 0.7500 - val_r_coeff: 0.4370
Epoch 2090/6000
0s - loss: 2.2300 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6671 - val_success_ratio: 0.7500 - val_r_coeff: 0.4370
Epoch 2091/6000
0s - loss: 2.2299 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6670 - val_success_ratio: 0.7500 - val_r_coeff: 0.4371
Epoch 2092/6000
0s - loss: 2.2299 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6668 - val_success_ratio: 0.7500 - val_r_coeff: 0.4371
Epoch 2093/6000
0s - loss: 2.2298 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6667 - val_success_ratio: 0.7500 - val_r_coeff: 0.4371
Epoch 2094/6000
0s - loss: 2.2297 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6665 - val_success_ratio: 0.7500 - val_r_coeff: 0.4372
Epoch 2095/6000
0s - loss: 2.2297 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6664 - val_success_ratio: 0.7500 - val_r_coeff: 0.4372
Epoch 2096/6000
0s - loss: 2.2296 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6663 - val_success_ratio: 0.7500 - val_r_coeff: 0.4372
Epoch 2097/6000
0s - loss: 2.2296 - success_ratio: 0.7342 - r_coeff: 0.5045 - val_loss: 2.6662 - val_success_ratio: 0.7500 - val_r_coeff: 0.4372
Epoch 2098/6000
0s - loss: 2.2295 - success_ratio: 0.7342 - r_coeff: 0.5046 - val_loss: 2.6662 - val_success_ratio: 0.7500 - val_r_coeff: 0.4372
Epoch 2099/6000
0s - loss: 2.2295 - success_ratio: 0.7316 - r_coeff: 0.5046 - val_loss: 2.6661 - val_success_ratio: 0.7500 - val_r_coeff: 0.4372
Epoch 2100/6000
0s - loss: 2.2294 - success_ratio: 0.7316 - r_coeff: 0.5046 - val_loss: 2.6660 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2101/6000
0s - loss: 2.2293 - success_ratio: 0.7316 - r_coeff: 0.5046 - val_loss: 2.6660 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2102/6000
0s - loss: 2.2293 - success_ratio: 0.7316 - r_coeff: 0.5046 - val_loss: 2.6659 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2103/6000
0s - loss: 2.2292 - success_ratio: 0.7316 - r_coeff: 0.5046 - val_loss: 2.6658 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2104/6000
0s - loss: 2.2292 - success_ratio: 0.7316 - r_coeff: 0.5046 - val_loss: 2.6658 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2105/6000
0s - loss: 2.2291 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6657 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2106/6000
0s - loss: 2.2290 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6657 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2107/6000
0s - loss: 2.2290 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6656 - val_success_ratio: 0.7500 - val_r_coeff: 0.4373
Epoch 2108/6000
0s - loss: 2.2289 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6656 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2109/6000
0s - loss: 2.2289 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6655 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2110/6000
0s - loss: 2.2288 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6654 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2111/6000
0s - loss: 2.2288 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6654 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2112/6000
0s - loss: 2.2287 - success_ratio: 0.7342 - r_coeff: 0.5047 - val_loss: 2.6653 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2113/6000
0s - loss: 2.2286 - success_ratio: 0.7342 - r_coeff: 0.5048 - val_loss: 2.6651 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2114/6000
0s - loss: 2.2286 - success_ratio: 0.7316 - r_coeff: 0.5048 - val_loss: 2.6648 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2115/6000
0s - loss: 2.2285 - success_ratio: 0.7316 - r_coeff: 0.5048 - val_loss: 2.6645 - val_success_ratio: 0.7500 - val_r_coeff: 0.4376
Epoch 2116/6000
0s - loss: 2.2284 - success_ratio: 0.7316 - r_coeff: 0.5048 - val_loss: 2.6643 - val_success_ratio: 0.7500 - val_r_coeff: 0.4376
Epoch 2117/6000
0s - loss: 2.2284 - success_ratio: 0.7316 - r_coeff: 0.5048 - val_loss: 2.6641 - val_success_ratio: 0.7500 - val_r_coeff: 0.4377
Epoch 2118/6000
0s - loss: 2.2283 - success_ratio: 0.7316 - r_coeff: 0.5048 - val_loss: 2.6638 - val_success_ratio: 0.7500 - val_r_coeff: 0.4377
Epoch 2119/6000
0s - loss: 2.2282 - success_ratio: 0.7316 - r_coeff: 0.5048 - val_loss: 2.6636 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2120/6000
0s - loss: 2.2282 - success_ratio: 0.7316 - r_coeff: 0.5049 - val_loss: 2.6634 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2121/6000
0s - loss: 2.2281 - success_ratio: 0.7316 - r_coeff: 0.5049 - val_loss: 2.6633 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2122/6000
0s - loss: 2.2280 - success_ratio: 0.7316 - r_coeff: 0.5049 - val_loss: 2.6632 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2123/6000
0s - loss: 2.2280 - success_ratio: 0.7316 - r_coeff: 0.5049 - val_loss: 2.6632 - val_success_ratio: 0.7500 - val_r_coeff: 0.4379
Epoch 2124/6000
0s - loss: 2.2279 - success_ratio: 0.7316 - r_coeff: 0.5049 - val_loss: 2.6632 - val_success_ratio: 0.7500 - val_r_coeff: 0.4379
Epoch 2125/6000
0s - loss: 2.2279 - success_ratio: 0.7342 - r_coeff: 0.5049 - val_loss: 2.6633 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2126/6000
0s - loss: 2.2278 - success_ratio: 0.7342 - r_coeff: 0.5049 - val_loss: 2.6634 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2127/6000
0s - loss: 2.2277 - success_ratio: 0.7342 - r_coeff: 0.5050 - val_loss: 2.6636 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2128/6000
0s - loss: 2.2277 - success_ratio: 0.7342 - r_coeff: 0.5050 - val_loss: 2.6638 - val_success_ratio: 0.7500 - val_r_coeff: 0.4377
Epoch 2129/6000
0s - loss: 2.2276 - success_ratio: 0.7342 - r_coeff: 0.5050 - val_loss: 2.6640 - val_success_ratio: 0.7500 - val_r_coeff: 0.4377
Epoch 2130/6000
0s - loss: 2.2275 - success_ratio: 0.7367 - r_coeff: 0.5050 - val_loss: 2.6642 - val_success_ratio: 0.7500 - val_r_coeff: 0.4376
Epoch 2131/6000
0s - loss: 2.2274 - success_ratio: 0.7367 - r_coeff: 0.5050 - val_loss: 2.6645 - val_success_ratio: 0.7500 - val_r_coeff: 0.4376
Epoch 2132/6000
0s - loss: 2.2274 - success_ratio: 0.7367 - r_coeff: 0.5050 - val_loss: 2.6647 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2133/6000
0s - loss: 2.2273 - success_ratio: 0.7367 - r_coeff: 0.5051 - val_loss: 2.6648 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2134/6000
0s - loss: 2.2272 - success_ratio: 0.7367 - r_coeff: 0.5051 - val_loss: 2.6650 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2135/6000
0s - loss: 2.2272 - success_ratio: 0.7367 - r_coeff: 0.5051 - val_loss: 2.6651 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2136/6000
0s - loss: 2.2271 - success_ratio: 0.7367 - r_coeff: 0.5051 - val_loss: 2.6652 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2137/6000
0s - loss: 2.2270 - success_ratio: 0.7367 - r_coeff: 0.5051 - val_loss: 2.6652 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2138/6000
0s - loss: 2.2270 - success_ratio: 0.7367 - r_coeff: 0.5051 - val_loss: 2.6652 - val_success_ratio: 0.7500 - val_r_coeff: 0.4374
Epoch 2139/6000
0s - loss: 2.2269 - success_ratio: 0.7367 - r_coeff: 0.5051 - val_loss: 2.6651 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2140/6000
0s - loss: 2.2268 - success_ratio: 0.7367 - r_coeff: 0.5052 - val_loss: 2.6650 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2141/6000
0s - loss: 2.2268 - success_ratio: 0.7367 - r_coeff: 0.5052 - val_loss: 2.6648 - val_success_ratio: 0.7500 - val_r_coeff: 0.4375
Epoch 2142/6000
0s - loss: 2.2267 - success_ratio: 0.7367 - r_coeff: 0.5052 - val_loss: 2.6646 - val_success_ratio: 0.7500 - val_r_coeff: 0.4376
Epoch 2143/6000
0s - loss: 2.2266 - success_ratio: 0.7367 - r_coeff: 0.5052 - val_loss: 2.6644 - val_success_ratio: 0.7500 - val_r_coeff: 0.4376
Epoch 2144/6000
0s - loss: 2.2266 - success_ratio: 0.7367 - r_coeff: 0.5052 - val_loss: 2.6642 - val_success_ratio: 0.7500 - val_r_coeff: 0.4376
Epoch 2145/6000
0s - loss: 2.2265 - success_ratio: 0.7367 - r_coeff: 0.5052 - val_loss: 2.6640 - val_success_ratio: 0.7500 - val_r_coeff: 0.4377
Epoch 2146/6000
0s - loss: 2.2264 - success_ratio: 0.7367 - r_coeff: 0.5052 - val_loss: 2.6637 - val_success_ratio: 0.7500 - val_r_coeff: 0.4377
Epoch 2147/6000
0s - loss: 2.2264 - success_ratio: 0.7367 - r_coeff: 0.5053 - val_loss: 2.6634 - val_success_ratio: 0.7500 - val_r_coeff: 0.4378
Epoch 2148/6000
0s - loss: 2.2263 - success_ratio: 0.7367 - r_coeff: 0.5053 - val_loss: 2.6632 - val_success_ratio: 0.7500 - val_r_coeff: 0.4379
Epoch 2149/6000
0s - loss: 2.2262 - success_ratio: 0.7367 - r_coeff: 0.5053 - val_loss: 2.6630 - val_success_ratio: 0.7500 - val_r_coeff: 0.4379
Epoch 2150/6000
0s - loss: 2.2261 - success_ratio: 0.7367 - r_coeff: 0.5053 - val_loss: 2.6627 - val_success_ratio: 0.7500 - val_r_coeff: 0.4379
Epoch 2151/6000
0s - loss: 2.2260 - success_ratio: 0.7367 - r_coeff: 0.5053 - val_loss: 2.6625 - val_success_ratio: 0.7500 - val_r_coeff: 0.4380
Epoch 2152/6000
0s - loss: 2.2260 - success_ratio: 0.7367 - r_coeff: 0.5053 - val_loss: 2.6623 - val_success_ratio: 0.7600 - val_r_coeff: 0.4380
Epoch 2153/6000
0s - loss: 2.2259 - success_ratio: 0.7367 - r_coeff: 0.5054 - val_loss: 2.6621 - val_success_ratio: 0.7600 - val_r_coeff: 0.4381
Epoch 2154/6000
0s - loss: 2.2258 - success_ratio: 0.7392 - r_coeff: 0.5054 - val_loss: 2.6620 - val_success_ratio: 0.7600 - val_r_coeff: 0.4381
Epoch 2155/6000
0s - loss: 2.2257 - success_ratio: 0.7392 - r_coeff: 0.5054 - val_loss: 2.6619 - val_success_ratio: 0.7600 - val_r_coeff: 0.4381
Epoch 2156/6000
0s - loss: 2.2257 - success_ratio: 0.7392 - r_coeff: 0.5054 - val_loss: 2.6618 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2157/6000
0s - loss: 2.2256 - success_ratio: 0.7392 - r_coeff: 0.5054 - val_loss: 2.6617 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2158/6000
0s - loss: 2.2255 - success_ratio: 0.7392 - r_coeff: 0.5055 - val_loss: 2.6616 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2159/6000
0s - loss: 2.2254 - success_ratio: 0.7392 - r_coeff: 0.5055 - val_loss: 2.6616 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2160/6000
0s - loss: 2.2254 - success_ratio: 0.7392 - r_coeff: 0.5055 - val_loss: 2.6616 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2161/6000
0s - loss: 2.2253 - success_ratio: 0.7392 - r_coeff: 0.5055 - val_loss: 2.6615 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2162/6000
0s - loss: 2.2252 - success_ratio: 0.7392 - r_coeff: 0.5055 - val_loss: 2.6615 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2163/6000
0s - loss: 2.2251 - success_ratio: 0.7392 - r_coeff: 0.5055 - val_loss: 2.6615 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2164/6000
0s - loss: 2.2251 - success_ratio: 0.7392 - r_coeff: 0.5055 - val_loss: 2.6614 - val_success_ratio: 0.7600 - val_r_coeff: 0.4382
Epoch 2165/6000
0s - loss: 2.2250 - success_ratio: 0.7392 - r_coeff: 0.5056 - val_loss: 2.6613 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2166/6000
0s - loss: 2.2249 - success_ratio: 0.7392 - r_coeff: 0.5056 - val_loss: 2.6612 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2167/6000
0s - loss: 2.2249 - success_ratio: 0.7392 - r_coeff: 0.5056 - val_loss: 2.6611 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2168/6000
0s - loss: 2.2248 - success_ratio: 0.7392 - r_coeff: 0.5056 - val_loss: 2.6610 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2169/6000
0s - loss: 2.2247 - success_ratio: 0.7392 - r_coeff: 0.5056 - val_loss: 2.6610 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2170/6000
0s - loss: 2.2247 - success_ratio: 0.7392 - r_coeff: 0.5056 - val_loss: 2.6608 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2171/6000
0s - loss: 2.2246 - success_ratio: 0.7392 - r_coeff: 0.5057 - val_loss: 2.6607 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2172/6000
0s - loss: 2.2245 - success_ratio: 0.7392 - r_coeff: 0.5057 - val_loss: 2.6605 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2173/6000
0s - loss: 2.2245 - success_ratio: 0.7367 - r_coeff: 0.5057 - val_loss: 2.6604 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2174/6000
0s - loss: 2.2244 - success_ratio: 0.7367 - r_coeff: 0.5057 - val_loss: 2.6603 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2175/6000
0s - loss: 2.2243 - success_ratio: 0.7367 - r_coeff: 0.5057 - val_loss: 2.6602 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2176/6000
0s - loss: 2.2243 - success_ratio: 0.7367 - r_coeff: 0.5057 - val_loss: 2.6601 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2177/6000
0s - loss: 2.2242 - success_ratio: 0.7367 - r_coeff: 0.5057 - val_loss: 2.6600 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2178/6000
0s - loss: 2.2241 - success_ratio: 0.7367 - r_coeff: 0.5058 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2179/6000
0s - loss: 2.2241 - success_ratio: 0.7367 - r_coeff: 0.5058 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2180/6000
0s - loss: 2.2240 - success_ratio: 0.7367 - r_coeff: 0.5058 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2181/6000
0s - loss: 2.2239 - success_ratio: 0.7367 - r_coeff: 0.5058 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2182/6000
0s - loss: 2.2239 - success_ratio: 0.7367 - r_coeff: 0.5058 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2183/6000
0s - loss: 2.2238 - success_ratio: 0.7367 - r_coeff: 0.5058 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2184/6000
0s - loss: 2.2237 - success_ratio: 0.7367 - r_coeff: 0.5058 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2185/6000
0s - loss: 2.2237 - success_ratio: 0.7367 - r_coeff: 0.5059 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2186/6000
0s - loss: 2.2236 - success_ratio: 0.7342 - r_coeff: 0.5059 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2187/6000
0s - loss: 2.2235 - success_ratio: 0.7342 - r_coeff: 0.5059 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2188/6000
0s - loss: 2.2235 - success_ratio: 0.7342 - r_coeff: 0.5059 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2189/6000
0s - loss: 2.2234 - success_ratio: 0.7342 - r_coeff: 0.5059 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2190/6000
0s - loss: 2.2233 - success_ratio: 0.7342 - r_coeff: 0.5059 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2191/6000
0s - loss: 2.2233 - success_ratio: 0.7342 - r_coeff: 0.5060 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2192/6000
0s - loss: 2.2232 - success_ratio: 0.7342 - r_coeff: 0.5060 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2193/6000
0s - loss: 2.2231 - success_ratio: 0.7342 - r_coeff: 0.5060 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2194/6000
0s - loss: 2.2230 - success_ratio: 0.7342 - r_coeff: 0.5060 - val_loss: 2.6596 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2195/6000
0s - loss: 2.2230 - success_ratio: 0.7342 - r_coeff: 0.5060 - val_loss: 2.6596 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2196/6000
0s - loss: 2.2229 - success_ratio: 0.7342 - r_coeff: 0.5060 - val_loss: 2.6596 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2197/6000
0s - loss: 2.2228 - success_ratio: 0.7342 - r_coeff: 0.5061 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2198/6000
0s - loss: 2.2227 - success_ratio: 0.7342 - r_coeff: 0.5061 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2199/6000
0s - loss: 2.2226 - success_ratio: 0.7367 - r_coeff: 0.5061 - val_loss: 2.6601 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2200/6000
0s - loss: 2.2225 - success_ratio: 0.7392 - r_coeff: 0.5061 - val_loss: 2.6604 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2201/6000
0s - loss: 2.2224 - success_ratio: 0.7392 - r_coeff: 0.5061 - val_loss: 2.6606 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2202/6000
0s - loss: 2.2223 - success_ratio: 0.7392 - r_coeff: 0.5062 - val_loss: 2.6608 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2203/6000
0s - loss: 2.2222 - success_ratio: 0.7392 - r_coeff: 0.5062 - val_loss: 2.6610 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2204/6000
0s - loss: 2.2221 - success_ratio: 0.7392 - r_coeff: 0.5062 - val_loss: 2.6611 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2205/6000
0s - loss: 2.2220 - success_ratio: 0.7392 - r_coeff: 0.5062 - val_loss: 2.6611 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2206/6000
0s - loss: 2.2219 - success_ratio: 0.7392 - r_coeff: 0.5062 - val_loss: 2.6611 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2207/6000
0s - loss: 2.2219 - success_ratio: 0.7418 - r_coeff: 0.5063 - val_loss: 2.6611 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2208/6000
0s - loss: 2.2218 - success_ratio: 0.7418 - r_coeff: 0.5063 - val_loss: 2.6610 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2209/6000
0s - loss: 2.2217 - success_ratio: 0.7418 - r_coeff: 0.5063 - val_loss: 2.6610 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2210/6000
0s - loss: 2.2216 - success_ratio: 0.7418 - r_coeff: 0.5063 - val_loss: 2.6609 - val_success_ratio: 0.7600 - val_r_coeff: 0.4383
Epoch 2211/6000
0s - loss: 2.2215 - success_ratio: 0.7418 - r_coeff: 0.5063 - val_loss: 2.6608 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2212/6000
0s - loss: 2.2214 - success_ratio: 0.7418 - r_coeff: 0.5064 - val_loss: 2.6606 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2213/6000
0s - loss: 2.2213 - success_ratio: 0.7418 - r_coeff: 0.5064 - val_loss: 2.6604 - val_success_ratio: 0.7600 - val_r_coeff: 0.4384
Epoch 2214/6000
0s - loss: 2.2212 - success_ratio: 0.7418 - r_coeff: 0.5064 - val_loss: 2.6603 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2215/6000
0s - loss: 2.2211 - success_ratio: 0.7418 - r_coeff: 0.5064 - val_loss: 2.6600 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2216/6000
0s - loss: 2.2210 - success_ratio: 0.7418 - r_coeff: 0.5065 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2217/6000
0s - loss: 2.2209 - success_ratio: 0.7418 - r_coeff: 0.5065 - val_loss: 2.6596 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2218/6000
0s - loss: 2.2208 - success_ratio: 0.7418 - r_coeff: 0.5065 - val_loss: 2.6594 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2219/6000
0s - loss: 2.2207 - success_ratio: 0.7418 - r_coeff: 0.5065 - val_loss: 2.6593 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2220/6000
0s - loss: 2.2206 - success_ratio: 0.7418 - r_coeff: 0.5066 - val_loss: 2.6592 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2221/6000
0s - loss: 2.2204 - success_ratio: 0.7392 - r_coeff: 0.5066 - val_loss: 2.6591 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2222/6000
0s - loss: 2.2203 - success_ratio: 0.7392 - r_coeff: 0.5066 - val_loss: 2.6591 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2223/6000
0s - loss: 2.2202 - success_ratio: 0.7367 - r_coeff: 0.5066 - val_loss: 2.6591 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2224/6000
0s - loss: 2.2201 - success_ratio: 0.7367 - r_coeff: 0.5067 - val_loss: 2.6592 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2225/6000
0s - loss: 2.2200 - success_ratio: 0.7392 - r_coeff: 0.5067 - val_loss: 2.6593 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2226/6000
0s - loss: 2.2199 - success_ratio: 0.7392 - r_coeff: 0.5067 - val_loss: 2.6593 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2227/6000
0s - loss: 2.2197 - success_ratio: 0.7392 - r_coeff: 0.5067 - val_loss: 2.6594 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2228/6000
0s - loss: 2.2196 - success_ratio: 0.7392 - r_coeff: 0.5068 - val_loss: 2.6595 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2229/6000
0s - loss: 2.2195 - success_ratio: 0.7392 - r_coeff: 0.5068 - val_loss: 2.6595 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2230/6000
0s - loss: 2.2194 - success_ratio: 0.7392 - r_coeff: 0.5068 - val_loss: 2.6595 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2231/6000
0s - loss: 2.2193 - success_ratio: 0.7392 - r_coeff: 0.5068 - val_loss: 2.6595 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2232/6000
0s - loss: 2.2192 - success_ratio: 0.7392 - r_coeff: 0.5069 - val_loss: 2.6596 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2233/6000
0s - loss: 2.2191 - success_ratio: 0.7392 - r_coeff: 0.5069 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2234/6000
0s - loss: 2.2189 - success_ratio: 0.7392 - r_coeff: 0.5069 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2235/6000
0s - loss: 2.2188 - success_ratio: 0.7392 - r_coeff: 0.5069 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2236/6000
0s - loss: 2.2187 - success_ratio: 0.7367 - r_coeff: 0.5070 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2237/6000
0s - loss: 2.2186 - success_ratio: 0.7367 - r_coeff: 0.5070 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2238/6000
0s - loss: 2.2185 - success_ratio: 0.7367 - r_coeff: 0.5070 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2239/6000
0s - loss: 2.2184 - success_ratio: 0.7367 - r_coeff: 0.5070 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4385
Epoch 2240/6000
0s - loss: 2.2183 - success_ratio: 0.7367 - r_coeff: 0.5071 - val_loss: 2.6599 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2241/6000
0s - loss: 2.2182 - success_ratio: 0.7367 - r_coeff: 0.5071 - val_loss: 2.6598 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2242/6000
0s - loss: 2.2181 - success_ratio: 0.7367 - r_coeff: 0.5071 - val_loss: 2.6597 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2243/6000
0s - loss: 2.2180 - success_ratio: 0.7367 - r_coeff: 0.5071 - val_loss: 2.6595 - val_success_ratio: 0.7600 - val_r_coeff: 0.4386
Epoch 2244/6000
0s - loss: 2.2179 - success_ratio: 0.7367 - r_coeff: 0.5072 - val_loss: 2.6594 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2245/6000
0s - loss: 2.2178 - success_ratio: 0.7367 - r_coeff: 0.5072 - val_loss: 2.6592 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2246/6000
0s - loss: 2.2177 - success_ratio: 0.7367 - r_coeff: 0.5072 - val_loss: 2.6591 - val_success_ratio: 0.7600 - val_r_coeff: 0.4387
Epoch 2247/6000
0s - loss: 2.2176 - success_ratio: 0.7367 - r_coeff: 0.5072 - val_loss: 2.6589 - val_success_ratio: 0.7600 - val_r_coeff: 0.4388
Epoch 2248/6000
0s - loss: 2.2175 - success_ratio: 0.7367 - r_coeff: 0.5072 - val_loss: 2.6587 - val_success_ratio: 0.7600 - val_r_coeff: 0.4388
Epoch 2249/6000
0s - loss: 2.2174 - success_ratio: 0.7367 - r_coeff: 0.5073 - val_loss: 2.6585 - val_success_ratio: 0.7600 - val_r_coeff: 0.4388
Epoch 2250/6000
0s - loss: 2.2173 - success_ratio: 0.7367 - r_coeff: 0.5073 - val_loss: 2.6583 - val_success_ratio: 0.7600 - val_r_coeff: 0.4389
Epoch 2251/6000
0s - loss: 2.2172 - success_ratio: 0.7367 - r_coeff: 0.5073 - val_loss: 2.6582 - val_success_ratio: 0.7600 - val_r_coeff: 0.4389
Epoch 2252/6000
0s - loss: 2.2171 - success_ratio: 0.7367 - r_coeff: 0.5073 - val_loss: 2.6580 - val_success_ratio: 0.7600 - val_r_coeff: 0.4390
Epoch 2253/6000
0s - loss: 2.2170 - success_ratio: 0.7367 - r_coeff: 0.5074 - val_loss: 2.6578 - val_success_ratio: 0.7600 - val_r_coeff: 0.4390
Epoch 2254/6000
0s - loss: 2.2169 - success_ratio: 0.7367 - r_coeff: 0.5074 - val_loss: 2.6577 - val_success_ratio: 0.7600 - val_r_coeff: 0.4390
Epoch 2255/6000
0s - loss: 2.2168 - success_ratio: 0.7367 - r_coeff: 0.5074 - val_loss: 2.6576 - val_success_ratio: 0.7600 - val_r_coeff: 0.4390
Epoch 2256/6000
0s - loss: 2.2167 - success_ratio: 0.7367 - r_coeff: 0.5074 - val_loss: 2.6575 - val_success_ratio: 0.7600 - val_r_coeff: 0.4391
Epoch 2257/6000
0s - loss: 2.2166 - success_ratio: 0.7367 - r_coeff: 0.5074 - val_loss: 2.6574 - val_success_ratio: 0.7600 - val_r_coeff: 0.4391
Epoch 2258/6000
0s - loss: 2.2165 - success_ratio: 0.7367 - r_coeff: 0.5075 - val_loss: 2.6573 - val_success_ratio: 0.7600 - val_r_coeff: 0.4391
Epoch 2259/6000
0s - loss: 2.2164 - success_ratio: 0.7367 - r_coeff: 0.5075 - val_loss: 2.6572 - val_success_ratio: 0.7600 - val_r_coeff: 0.4391
Epoch 2260/6000
0s - loss: 2.2163 - success_ratio: 0.7367 - r_coeff: 0.5075 - val_loss: 2.6571 - val_success_ratio: 0.7600 - val_r_coeff: 0.4391
Epoch 2261/6000
0s - loss: 2.2162 - success_ratio: 0.7367 - r_coeff: 0.5075 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2262/6000
0s - loss: 2.2161 - success_ratio: 0.7367 - r_coeff: 0.5075 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2263/6000
0s - loss: 2.2160 - success_ratio: 0.7367 - r_coeff: 0.5076 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2264/6000
0s - loss: 2.2159 - success_ratio: 0.7367 - r_coeff: 0.5076 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2265/6000
0s - loss: 2.2158 - success_ratio: 0.7367 - r_coeff: 0.5076 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2266/6000
0s - loss: 2.2157 - success_ratio: 0.7392 - r_coeff: 0.5076 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2267/6000
0s - loss: 2.2156 - success_ratio: 0.7392 - r_coeff: 0.5077 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2268/6000
0s - loss: 2.2155 - success_ratio: 0.7392 - r_coeff: 0.5077 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2269/6000
0s - loss: 2.2154 - success_ratio: 0.7367 - r_coeff: 0.5077 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2270/6000
0s - loss: 2.2153 - success_ratio: 0.7367 - r_coeff: 0.5077 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2271/6000
0s - loss: 2.2152 - success_ratio: 0.7367 - r_coeff: 0.5077 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2272/6000
0s - loss: 2.2151 - success_ratio: 0.7367 - r_coeff: 0.5078 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2273/6000
0s - loss: 2.2150 - success_ratio: 0.7367 - r_coeff: 0.5078 - val_loss: 2.6571 - val_success_ratio: 0.7600 - val_r_coeff: 0.4391
Epoch 2274/6000
0s - loss: 2.2149 - success_ratio: 0.7367 - r_coeff: 0.5078 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2275/6000
0s - loss: 2.2148 - success_ratio: 0.7367 - r_coeff: 0.5078 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2276/6000
0s - loss: 2.2148 - success_ratio: 0.7367 - r_coeff: 0.5078 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2277/6000
0s - loss: 2.2147 - success_ratio: 0.7367 - r_coeff: 0.5079 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2278/6000
0s - loss: 2.2146 - success_ratio: 0.7367 - r_coeff: 0.5079 - val_loss: 2.6570 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2279/6000
0s - loss: 2.2145 - success_ratio: 0.7367 - r_coeff: 0.5079 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2280/6000
0s - loss: 2.2145 - success_ratio: 0.7367 - r_coeff: 0.5079 - val_loss: 2.6569 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2281/6000
0s - loss: 2.2144 - success_ratio: 0.7367 - r_coeff: 0.5079 - val_loss: 2.6568 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2282/6000
0s - loss: 2.2143 - success_ratio: 0.7367 - r_coeff: 0.5079 - val_loss: 2.6568 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2283/6000
0s - loss: 2.2142 - success_ratio: 0.7367 - r_coeff: 0.5080 - val_loss: 2.6568 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2284/6000
0s - loss: 2.2142 - success_ratio: 0.7367 - r_coeff: 0.5080 - val_loss: 2.6567 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2285/6000
0s - loss: 2.2141 - success_ratio: 0.7367 - r_coeff: 0.5080 - val_loss: 2.6567 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2286/6000
0s - loss: 2.2140 - success_ratio: 0.7367 - r_coeff: 0.5080 - val_loss: 2.6566 - val_success_ratio: 0.7600 - val_r_coeff: 0.4392
Epoch 2287/6000
0s - loss: 2.2139 - success_ratio: 0.7367 - r_coeff: 0.5080 - val_loss: 2.6566 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2288/6000
0s - loss: 2.2139 - success_ratio: 0.7367 - r_coeff: 0.5080 - val_loss: 2.6565 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2289/6000
0s - loss: 2.2138 - success_ratio: 0.7367 - r_coeff: 0.5081 - val_loss: 2.6565 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2290/6000
0s - loss: 2.2137 - success_ratio: 0.7367 - r_coeff: 0.5081 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2291/6000
0s - loss: 2.2136 - success_ratio: 0.7367 - r_coeff: 0.5081 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2292/6000
0s - loss: 2.2136 - success_ratio: 0.7367 - r_coeff: 0.5081 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2293/6000
0s - loss: 2.2135 - success_ratio: 0.7367 - r_coeff: 0.5081 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2294/6000
0s - loss: 2.2134 - success_ratio: 0.7367 - r_coeff: 0.5081 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2295/6000
0s - loss: 2.2133 - success_ratio: 0.7367 - r_coeff: 0.5082 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2296/6000
0s - loss: 2.2133 - success_ratio: 0.7367 - r_coeff: 0.5082 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2297/6000
0s - loss: 2.2132 - success_ratio: 0.7367 - r_coeff: 0.5082 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2298/6000
0s - loss: 2.2131 - success_ratio: 0.7367 - r_coeff: 0.5082 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2299/6000
0s - loss: 2.2130 - success_ratio: 0.7367 - r_coeff: 0.5082 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2300/6000
0s - loss: 2.2130 - success_ratio: 0.7367 - r_coeff: 0.5082 - val_loss: 2.6562 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2301/6000
0s - loss: 2.2129 - success_ratio: 0.7367 - r_coeff: 0.5083 - val_loss: 2.6561 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2302/6000
0s - loss: 2.2128 - success_ratio: 0.7367 - r_coeff: 0.5083 - val_loss: 2.6559 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2303/6000
0s - loss: 2.2127 - success_ratio: 0.7367 - r_coeff: 0.5083 - val_loss: 2.6558 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2304/6000
0s - loss: 2.2126 - success_ratio: 0.7367 - r_coeff: 0.5083 - val_loss: 2.6556 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2305/6000
0s - loss: 2.2125 - success_ratio: 0.7367 - r_coeff: 0.5083 - val_loss: 2.6555 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2306/6000
0s - loss: 2.2124 - success_ratio: 0.7367 - r_coeff: 0.5084 - val_loss: 2.6553 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2307/6000
0s - loss: 2.2123 - success_ratio: 0.7367 - r_coeff: 0.5084 - val_loss: 2.6553 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2308/6000
0s - loss: 2.2122 - success_ratio: 0.7367 - r_coeff: 0.5084 - val_loss: 2.6552 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2309/6000
0s - loss: 2.2121 - success_ratio: 0.7367 - r_coeff: 0.5084 - val_loss: 2.6552 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2310/6000
0s - loss: 2.2120 - success_ratio: 0.7367 - r_coeff: 0.5084 - val_loss: 2.6553 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2311/6000
0s - loss: 2.2119 - success_ratio: 0.7367 - r_coeff: 0.5085 - val_loss: 2.6553 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2312/6000
0s - loss: 2.2119 - success_ratio: 0.7367 - r_coeff: 0.5085 - val_loss: 2.6554 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2313/6000
0s - loss: 2.2118 - success_ratio: 0.7367 - r_coeff: 0.5085 - val_loss: 2.6555 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2314/6000
0s - loss: 2.2117 - success_ratio: 0.7367 - r_coeff: 0.5085 - val_loss: 2.6557 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2315/6000
0s - loss: 2.2116 - success_ratio: 0.7367 - r_coeff: 0.5085 - val_loss: 2.6558 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2316/6000
0s - loss: 2.2115 - success_ratio: 0.7367 - r_coeff: 0.5086 - val_loss: 2.6560 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2317/6000
0s - loss: 2.2114 - success_ratio: 0.7367 - r_coeff: 0.5086 - val_loss: 2.6561 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2318/6000
0s - loss: 2.2113 - success_ratio: 0.7367 - r_coeff: 0.5086 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2319/6000
0s - loss: 2.2112 - success_ratio: 0.7367 - r_coeff: 0.5086 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2320/6000
0s - loss: 2.2111 - success_ratio: 0.7367 - r_coeff: 0.5086 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2321/6000
0s - loss: 2.2110 - success_ratio: 0.7367 - r_coeff: 0.5087 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2322/6000
0s - loss: 2.2110 - success_ratio: 0.7367 - r_coeff: 0.5087 - val_loss: 2.6564 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2323/6000
0s - loss: 2.2109 - success_ratio: 0.7367 - r_coeff: 0.5087 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2324/6000
0s - loss: 2.2108 - success_ratio: 0.7367 - r_coeff: 0.5087 - val_loss: 2.6563 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2325/6000
0s - loss: 2.2107 - success_ratio: 0.7367 - r_coeff: 0.5087 - val_loss: 2.6562 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2326/6000
0s - loss: 2.2106 - success_ratio: 0.7367 - r_coeff: 0.5088 - val_loss: 2.6561 - val_success_ratio: 0.7600 - val_r_coeff: 0.4393
Epoch 2327/6000
0s - loss: 2.2105 - success_ratio: 0.7367 - r_coeff: 0.5088 - val_loss: 2.6560 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2328/6000
0s - loss: 2.2104 - success_ratio: 0.7367 - r_coeff: 0.5088 - val_loss: 2.6559 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2329/6000
0s - loss: 2.2103 - success_ratio: 0.7367 - r_coeff: 0.5088 - val_loss: 2.6558 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2330/6000
0s - loss: 2.2103 - success_ratio: 0.7367 - r_coeff: 0.5088 - val_loss: 2.6557 - val_success_ratio: 0.7600 - val_r_coeff: 0.4394
Epoch 2331/6000
0s - loss: 2.2102 - success_ratio: 0.7367 - r_coeff: 0.5089 - val_loss: 2.6556 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2332/6000
0s - loss: 2.2101 - success_ratio: 0.7367 - r_coeff: 0.5089 - val_loss: 2.6555 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2333/6000
0s - loss: 2.2100 - success_ratio: 0.7367 - r_coeff: 0.5089 - val_loss: 2.6553 - val_success_ratio: 0.7600 - val_r_coeff: 0.4395
Epoch 2334/6000
0s - loss: 2.2099 - success_ratio: 0.7367 - r_coeff: 0.5089 - val_loss: 2.6551 - val_success_ratio: 0.7600 - val_r_coeff: 0.4396
Epoch 2335/6000
0s - loss: 2.2098 - success_ratio: 0.7367 - r_coeff: 0.5089 - val_loss: 2.6549 - val_success_ratio: 0.7600 - val_r_coeff: 0.4396
Epoch 2336/6000
0s - loss: 2.2097 - success_ratio: 0.7367 - r_coeff: 0.5090 - val_loss: 2.6546 - val_success_ratio: 0.7600 - val_r_coeff: 0.4397
Epoch 2337/6000
0s - loss: 2.2096 - success_ratio: 0.7367 - r_coeff: 0.5090 - val_loss: 2.6544 - val_success_ratio: 0.7600 - val_r_coeff: 0.4397
Epoch 2338/6000
0s - loss: 2.2095 - success_ratio: 0.7367 - r_coeff: 0.5090 - val_loss: 2.6542 - val_success_ratio: 0.7600 - val_r_coeff: 0.4398
Epoch 2339/6000
0s - loss: 2.2094 - success_ratio: 0.7367 - r_coeff: 0.5090 - val_loss: 2.6540 - val_success_ratio: 0.7600 - val_r_coeff: 0.4398
Epoch 2340/6000
0s - loss: 2.2094 - success_ratio: 0.7367 - r_coeff: 0.5090 - val_loss: 2.6539 - val_success_ratio: 0.7600 - val_r_coeff: 0.4398
Epoch 2341/6000
0s - loss: 2.2093 - success_ratio: 0.7367 - r_coeff: 0.5091 - val_loss: 2.6539 - val_success_ratio: 0.7600 - val_r_coeff: 0.4398
Epoch 2342/6000
0s - loss: 2.2092 - success_ratio: 0.7367 - r_coeff: 0.5091 - val_loss: 2.6538 - val_success_ratio: 0.7600 - val_r_coeff: 0.4398
Epoch 2343/6000
0s - loss: 2.2091 - success_ratio: 0.7342 - r_coeff: 0.5091 - val_loss: 2.6536 - val_success_ratio: 0.7600 - val_r_coeff: 0.4399
Epoch 2344/6000
0s - loss: 2.2090 - success_ratio: 0.7342 - r_coeff: 0.5091 - val_loss: 2.6534 - val_success_ratio: 0.7600 - val_r_coeff: 0.4399
Epoch 2345/6000
0s - loss: 2.2090 - success_ratio: 0.7342 - r_coeff: 0.5091 - val_loss: 2.6531 - val_success_ratio: 0.7600 - val_r_coeff: 0.4400
Epoch 2346/6000
0s - loss: 2.2089 - success_ratio: 0.7342 - r_coeff: 0.5091 - val_loss: 2.6528 - val_success_ratio: 0.7600 - val_r_coeff: 0.4400
Epoch 2347/6000
0s - loss: 2.2088 - success_ratio: 0.7342 - r_coeff: 0.5092 - val_loss: 2.6527 - val_success_ratio: 0.7600 - val_r_coeff: 0.4401
Epoch 2348/6000
0s - loss: 2.2087 - success_ratio: 0.7342 - r_coeff: 0.5092 - val_loss: 2.6526 - val_success_ratio: 0.7600 - val_r_coeff: 0.4401
Epoch 2349/6000
0s - loss: 2.2087 - success_ratio: 0.7342 - r_coeff: 0.5092 - val_loss: 2.6525 - val_success_ratio: 0.7600 - val_r_coeff: 0.4401
Epoch 2350/6000
0s - loss: 2.2086 - success_ratio: 0.7342 - r_coeff: 0.5092 - val_loss: 2.6524 - val_success_ratio: 0.7600 - val_r_coeff: 0.4401
Epoch 2351/6000
0s - loss: 2.2085 - success_ratio: 0.7367 - r_coeff: 0.5092 - val_loss: 2.6523 - val_success_ratio: 0.7600 - val_r_coeff: 0.4401
Epoch 2352/6000
0s - loss: 2.2084 - success_ratio: 0.7367 - r_coeff: 0.5092 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2353/6000
0s - loss: 2.2084 - success_ratio: 0.7367 - r_coeff: 0.5093 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2354/6000
0s - loss: 2.2083 - success_ratio: 0.7367 - r_coeff: 0.5093 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2355/6000
0s - loss: 2.2082 - success_ratio: 0.7367 - r_coeff: 0.5093 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2356/6000
0s - loss: 2.2082 - success_ratio: 0.7367 - r_coeff: 0.5093 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2357/6000
0s - loss: 2.2081 - success_ratio: 0.7342 - r_coeff: 0.5093 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2358/6000
0s - loss: 2.2080 - success_ratio: 0.7342 - r_coeff: 0.5093 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2359/6000
0s - loss: 2.2080 - success_ratio: 0.7342 - r_coeff: 0.5094 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2360/6000
0s - loss: 2.2079 - success_ratio: 0.7342 - r_coeff: 0.5094 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2361/6000
0s - loss: 2.2078 - success_ratio: 0.7342 - r_coeff: 0.5094 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2362/6000
0s - loss: 2.2077 - success_ratio: 0.7342 - r_coeff: 0.5094 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2363/6000
0s - loss: 2.2077 - success_ratio: 0.7342 - r_coeff: 0.5094 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2364/6000
0s - loss: 2.2076 - success_ratio: 0.7342 - r_coeff: 0.5094 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2365/6000
0s - loss: 2.2075 - success_ratio: 0.7342 - r_coeff: 0.5094 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2366/6000
0s - loss: 2.2075 - success_ratio: 0.7342 - r_coeff: 0.5095 - val_loss: 2.6523 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2367/6000
0s - loss: 2.2074 - success_ratio: 0.7342 - r_coeff: 0.5095 - val_loss: 2.6523 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2368/6000
0s - loss: 2.2073 - success_ratio: 0.7342 - r_coeff: 0.5095 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2369/6000
0s - loss: 2.2073 - success_ratio: 0.7316 - r_coeff: 0.5095 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2370/6000
0s - loss: 2.2072 - success_ratio: 0.7316 - r_coeff: 0.5095 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2371/6000
0s - loss: 2.2072 - success_ratio: 0.7316 - r_coeff: 0.5095 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2372/6000
0s - loss: 2.2071 - success_ratio: 0.7316 - r_coeff: 0.5095 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2373/6000
0s - loss: 2.2070 - success_ratio: 0.7316 - r_coeff: 0.5096 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2374/6000
0s - loss: 2.2070 - success_ratio: 0.7316 - r_coeff: 0.5096 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2375/6000
0s - loss: 2.2069 - success_ratio: 0.7316 - r_coeff: 0.5096 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2376/6000
0s - loss: 2.2068 - success_ratio: 0.7316 - r_coeff: 0.5096 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2377/6000
0s - loss: 2.2068 - success_ratio: 0.7316 - r_coeff: 0.5096 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2378/6000
0s - loss: 2.2067 - success_ratio: 0.7316 - r_coeff: 0.5096 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2379/6000
0s - loss: 2.2067 - success_ratio: 0.7316 - r_coeff: 0.5096 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2380/6000
0s - loss: 2.2066 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2381/6000
0s - loss: 2.2065 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2382/6000
0s - loss: 2.2065 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2383/6000
0s - loss: 2.2064 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2384/6000
0s - loss: 2.2064 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2385/6000
0s - loss: 2.2063 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2386/6000
0s - loss: 2.2062 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2387/6000
0s - loss: 2.2062 - success_ratio: 0.7316 - r_coeff: 0.5097 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2388/6000
0s - loss: 2.2061 - success_ratio: 0.7316 - r_coeff: 0.5098 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2389/6000
0s - loss: 2.2061 - success_ratio: 0.7316 - r_coeff: 0.5098 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2390/6000
0s - loss: 2.2060 - success_ratio: 0.7316 - r_coeff: 0.5098 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2391/6000
0s - loss: 2.2059 - success_ratio: 0.7316 - r_coeff: 0.5098 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2392/6000
0s - loss: 2.2059 - success_ratio: 0.7316 - r_coeff: 0.5098 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2393/6000
0s - loss: 2.2058 - success_ratio: 0.7316 - r_coeff: 0.5098 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2394/6000
0s - loss: 2.2058 - success_ratio: 0.7316 - r_coeff: 0.5098 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2395/6000
0s - loss: 2.2057 - success_ratio: 0.7316 - r_coeff: 0.5099 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2396/6000
0s - loss: 2.2056 - success_ratio: 0.7316 - r_coeff: 0.5099 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2397/6000
0s - loss: 2.2056 - success_ratio: 0.7316 - r_coeff: 0.5099 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2398/6000
0s - loss: 2.2055 - success_ratio: 0.7316 - r_coeff: 0.5099 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2399/6000
0s - loss: 2.2055 - success_ratio: 0.7316 - r_coeff: 0.5099 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2400/6000
0s - loss: 2.2054 - success_ratio: 0.7342 - r_coeff: 0.5099 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2401/6000
0s - loss: 2.2053 - success_ratio: 0.7342 - r_coeff: 0.5099 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2402/6000
0s - loss: 2.2053 - success_ratio: 0.7342 - r_coeff: 0.5099 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2403/6000
0s - loss: 2.2052 - success_ratio: 0.7342 - r_coeff: 0.5100 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2404/6000
0s - loss: 2.2052 - success_ratio: 0.7342 - r_coeff: 0.5100 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2405/6000
0s - loss: 2.2051 - success_ratio: 0.7342 - r_coeff: 0.5100 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2406/6000
0s - loss: 2.2050 - success_ratio: 0.7342 - r_coeff: 0.5100 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2407/6000
0s - loss: 2.2050 - success_ratio: 0.7342 - r_coeff: 0.5100 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2408/6000
0s - loss: 2.2049 - success_ratio: 0.7342 - r_coeff: 0.5100 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2409/6000
0s - loss: 2.2049 - success_ratio: 0.7342 - r_coeff: 0.5100 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2410/6000
0s - loss: 2.2048 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2411/6000
0s - loss: 2.2047 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2412/6000
0s - loss: 2.2047 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2413/6000
0s - loss: 2.2046 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2414/6000
0s - loss: 2.2046 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2415/6000
0s - loss: 2.2045 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2416/6000
0s - loss: 2.2045 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2417/6000
0s - loss: 2.2044 - success_ratio: 0.7342 - r_coeff: 0.5101 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2418/6000
0s - loss: 2.2043 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2419/6000
0s - loss: 2.2043 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2420/6000
0s - loss: 2.2042 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2421/6000
0s - loss: 2.2042 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2422/6000
0s - loss: 2.2042 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2423/6000
0s - loss: 2.2041 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2424/6000
0s - loss: 2.2041 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2425/6000
0s - loss: 2.2040 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2426/6000
0s - loss: 2.2040 - success_ratio: 0.7342 - r_coeff: 0.5102 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2427/6000
0s - loss: 2.2039 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2428/6000
0s - loss: 2.2039 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2429/6000
0s - loss: 2.2038 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2430/6000
0s - loss: 2.2038 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2431/6000
0s - loss: 2.2037 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2432/6000
0s - loss: 2.2037 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2433/6000
0s - loss: 2.2036 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2434/6000
0s - loss: 2.2036 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2435/6000
0s - loss: 2.2035 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2436/6000
0s - loss: 2.2035 - success_ratio: 0.7342 - r_coeff: 0.5103 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2437/6000
0s - loss: 2.2034 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2438/6000
0s - loss: 2.2034 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2439/6000
0s - loss: 2.2033 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2440/6000
0s - loss: 2.2033 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2441/6000
0s - loss: 2.2032 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2442/6000
0s - loss: 2.2032 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2443/6000
0s - loss: 2.2032 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2444/6000
0s - loss: 2.2031 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2445/6000
0s - loss: 2.2031 - success_ratio: 0.7342 - r_coeff: 0.5104 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2446/6000
0s - loss: 2.2030 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6522 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2447/6000
0s - loss: 2.2030 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2448/6000
0s - loss: 2.2029 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2449/6000
0s - loss: 2.2029 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2450/6000
0s - loss: 2.2028 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2451/6000
0s - loss: 2.2028 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2452/6000
0s - loss: 2.2027 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2453/6000
0s - loss: 2.2027 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6521 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2454/6000
0s - loss: 2.2027 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2455/6000
0s - loss: 2.2026 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6520 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2456/6000
0s - loss: 2.2026 - success_ratio: 0.7342 - r_coeff: 0.5105 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2457/6000
0s - loss: 2.2025 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2458/6000
0s - loss: 2.2025 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2459/6000
0s - loss: 2.2024 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2460/6000
0s - loss: 2.2024 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2461/6000
0s - loss: 2.2024 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2462/6000
0s - loss: 2.2023 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2463/6000
0s - loss: 2.2023 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2464/6000
0s - loss: 2.2022 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2465/6000
0s - loss: 2.2022 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2466/6000
0s - loss: 2.2021 - success_ratio: 0.7342 - r_coeff: 0.5106 - val_loss: 2.6519 - val_success_ratio: 0.7600 - val_r_coeff: 0.4402
Epoch 2467/6000
0s - loss: 2.2021 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2468/6000
0s - loss: 2.2020 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2469/6000
0s - loss: 2.2020 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2470/6000
0s - loss: 2.2020 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2471/6000
0s - loss: 2.2019 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2472/6000
0s - loss: 2.2019 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2473/6000
0s - loss: 2.2018 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6518 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2474/6000
0s - loss: 2.2018 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6517 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2475/6000
0s - loss: 2.2018 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6516 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2476/6000
0s - loss: 2.2017 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6516 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2477/6000
0s - loss: 2.2017 - success_ratio: 0.7342 - r_coeff: 0.5107 - val_loss: 2.6516 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2478/6000
0s - loss: 2.2016 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6516 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2479/6000
0s - loss: 2.2016 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6516 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2480/6000
0s - loss: 2.2015 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6516 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2481/6000
0s - loss: 2.2015 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6515 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2482/6000
0s - loss: 2.2015 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6515 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2483/6000
0s - loss: 2.2014 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6515 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2484/6000
0s - loss: 2.2014 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6515 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2485/6000
0s - loss: 2.2013 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6514 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2486/6000
0s - loss: 2.2013 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6514 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2487/6000
0s - loss: 2.2013 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6514 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2488/6000
0s - loss: 2.2012 - success_ratio: 0.7342 - r_coeff: 0.5108 - val_loss: 2.6514 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2489/6000
0s - loss: 2.2012 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6514 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2490/6000
0s - loss: 2.2011 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6514 - val_success_ratio: 0.7600 - val_r_coeff: 0.4403
Epoch 2491/6000
0s - loss: 2.2011 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6514 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2492/6000
0s - loss: 2.2011 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6513 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2493/6000
0s - loss: 2.2010 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6513 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2494/6000
0s - loss: 2.2010 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6513 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2495/6000
0s - loss: 2.2009 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6512 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2496/6000
0s - loss: 2.2009 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6512 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2497/6000
0s - loss: 2.2009 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6512 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2498/6000
0s - loss: 2.2008 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6512 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2499/6000
0s - loss: 2.2008 - success_ratio: 0.7342 - r_coeff: 0.5109 - val_loss: 2.6512 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2500/6000
0s - loss: 2.2007 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6512 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2501/6000
0s - loss: 2.2007 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2502/6000
0s - loss: 2.2007 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2503/6000
0s - loss: 2.2006 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2504/6000
0s - loss: 2.2006 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2505/6000
0s - loss: 2.2005 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2506/6000
0s - loss: 2.2005 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2507/6000
0s - loss: 2.2005 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2508/6000
0s - loss: 2.2004 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6510 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2509/6000
0s - loss: 2.2004 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6510 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2510/6000
0s - loss: 2.2003 - success_ratio: 0.7342 - r_coeff: 0.5110 - val_loss: 2.6508 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2511/6000
0s - loss: 2.2003 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2512/6000
0s - loss: 2.2002 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6506 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2513/6000
0s - loss: 2.2002 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6505 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2514/6000
0s - loss: 2.2001 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2515/6000
0s - loss: 2.2001 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2516/6000
0s - loss: 2.2001 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2517/6000
0s - loss: 2.2000 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2518/6000
0s - loss: 2.2000 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6503 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2519/6000
0s - loss: 2.1999 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2520/6000
0s - loss: 2.1999 - success_ratio: 0.7342 - r_coeff: 0.5111 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2521/6000
0s - loss: 2.1999 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6505 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2522/6000
0s - loss: 2.1998 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6506 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2523/6000
0s - loss: 2.1998 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6506 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2524/6000
0s - loss: 2.1997 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2525/6000
0s - loss: 2.1997 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2526/6000
0s - loss: 2.1997 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6508 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2527/6000
0s - loss: 2.1996 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6508 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2528/6000
0s - loss: 2.1996 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6508 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2529/6000
0s - loss: 2.1995 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6508 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2530/6000
0s - loss: 2.1995 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2531/6000
0s - loss: 2.1995 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2532/6000
0s - loss: 2.1994 - success_ratio: 0.7342 - r_coeff: 0.5112 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2533/6000
0s - loss: 2.1994 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2534/6000
0s - loss: 2.1994 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6506 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2535/6000
0s - loss: 2.1993 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6505 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2536/6000
0s - loss: 2.1993 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2537/6000
0s - loss: 2.1993 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2538/6000
0s - loss: 2.1992 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6503 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2539/6000
0s - loss: 2.1992 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6503 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2540/6000
0s - loss: 2.1991 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6503 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2541/6000
0s - loss: 2.1991 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6502 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2542/6000
0s - loss: 2.1991 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6502 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2543/6000
0s - loss: 2.1990 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6502 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2544/6000
0s - loss: 2.1990 - success_ratio: 0.7342 - r_coeff: 0.5113 - val_loss: 2.6501 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2545/6000
0s - loss: 2.1990 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6501 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2546/6000
0s - loss: 2.1989 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6501 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2547/6000
0s - loss: 2.1989 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6501 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2548/6000
0s - loss: 2.1988 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6500 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2549/6000
0s - loss: 2.1988 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6500 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2550/6000
0s - loss: 2.1988 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6500 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2551/6000
0s - loss: 2.1987 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6500 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2552/6000
0s - loss: 2.1987 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6500 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2553/6000
0s - loss: 2.1986 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6501 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2554/6000
0s - loss: 2.1986 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6502 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2555/6000
0s - loss: 2.1985 - success_ratio: 0.7342 - r_coeff: 0.5114 - val_loss: 2.6503 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2556/6000
0s - loss: 2.1985 - success_ratio: 0.7342 - r_coeff: 0.5115 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2557/6000
0s - loss: 2.1984 - success_ratio: 0.7342 - r_coeff: 0.5115 - val_loss: 2.6505 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2558/6000
0s - loss: 2.1984 - success_ratio: 0.7342 - r_coeff: 0.5115 - val_loss: 2.6506 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2559/6000
0s - loss: 2.1983 - success_ratio: 0.7342 - r_coeff: 0.5115 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2560/6000
0s - loss: 2.1983 - success_ratio: 0.7342 - r_coeff: 0.5115 - val_loss: 2.6509 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2561/6000
0s - loss: 2.1982 - success_ratio: 0.7342 - r_coeff: 0.5115 - val_loss: 2.6510 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2562/6000
0s - loss: 2.1982 - success_ratio: 0.7367 - r_coeff: 0.5115 - val_loss: 2.6510 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2563/6000
0s - loss: 2.1981 - success_ratio: 0.7367 - r_coeff: 0.5115 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2564/6000
0s - loss: 2.1981 - success_ratio: 0.7367 - r_coeff: 0.5115 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2565/6000
0s - loss: 2.1981 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6511 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2566/6000
0s - loss: 2.1980 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6510 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2567/6000
0s - loss: 2.1980 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6510 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2568/6000
0s - loss: 2.1979 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6510 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2569/6000
0s - loss: 2.1979 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6509 - val_success_ratio: 0.7600 - val_r_coeff: 0.4404
Epoch 2570/6000
0s - loss: 2.1978 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6509 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2571/6000
0s - loss: 2.1978 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6508 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2572/6000
0s - loss: 2.1977 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6508 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2573/6000
0s - loss: 2.1977 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6507 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2574/6000
0s - loss: 2.1976 - success_ratio: 0.7367 - r_coeff: 0.5116 - val_loss: 2.6506 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2575/6000
0s - loss: 2.1976 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6505 - val_success_ratio: 0.7600 - val_r_coeff: 0.4405
Epoch 2576/6000
0s - loss: 2.1975 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6504 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2577/6000
0s - loss: 2.1975 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6502 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2578/6000
0s - loss: 2.1974 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6500 - val_success_ratio: 0.7600 - val_r_coeff: 0.4406
Epoch 2579/6000
0s - loss: 2.1974 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6499 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2580/6000
0s - loss: 2.1974 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6499 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2581/6000
0s - loss: 2.1973 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6499 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2582/6000
0s - loss: 2.1973 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6499 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2583/6000
0s - loss: 2.1972 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2584/6000
0s - loss: 2.1972 - success_ratio: 0.7367 - r_coeff: 0.5117 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2585/6000
0s - loss: 2.1971 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2586/6000
0s - loss: 2.1971 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2587/6000
0s - loss: 2.1970 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2588/6000
0s - loss: 2.1970 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2589/6000
0s - loss: 2.1970 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6497 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2590/6000
0s - loss: 2.1969 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2591/6000
0s - loss: 2.1969 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2592/6000
0s - loss: 2.1968 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6499 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2593/6000
0s - loss: 2.1968 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6499 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2594/6000
0s - loss: 2.1967 - success_ratio: 0.7367 - r_coeff: 0.5118 - val_loss: 2.6499 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2595/6000
0s - loss: 2.1967 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2596/6000
0s - loss: 2.1967 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6498 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2597/6000
0s - loss: 2.1966 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6497 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2598/6000
0s - loss: 2.1966 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6497 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2599/6000
0s - loss: 2.1965 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6496 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2600/6000
0s - loss: 2.1965 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6496 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2601/6000
0s - loss: 2.1964 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6496 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2602/6000
0s - loss: 2.1964 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6496 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2603/6000
0s - loss: 2.1964 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6496 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2604/6000
0s - loss: 2.1963 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6496 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2605/6000
0s - loss: 2.1963 - success_ratio: 0.7367 - r_coeff: 0.5119 - val_loss: 2.6495 - val_success_ratio: 0.7600 - val_r_coeff: 0.4407
Epoch 2606/6000
0s - loss: 2.1962 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6494 - val_success_ratio: 0.7600 - val_r_coeff: 0.4408
Epoch 2607/6000
0s - loss: 2.1962 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6492 - val_success_ratio: 0.7600 - val_r_coeff: 0.4408
Epoch 2608/6000
0s - loss: 2.1961 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6491 - val_success_ratio: 0.7600 - val_r_coeff: 0.4408
Epoch 2609/6000
0s - loss: 2.1961 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6489 - val_success_ratio: 0.7600 - val_r_coeff: 0.4409
Epoch 2610/6000
0s - loss: 2.1961 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6488 - val_success_ratio: 0.7600 - val_r_coeff: 0.4409
Epoch 2611/6000
0s - loss: 2.1960 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6487 - val_success_ratio: 0.7600 - val_r_coeff: 0.4409
Epoch 2612/6000
0s - loss: 2.1960 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6485 - val_success_ratio: 0.7600 - val_r_coeff: 0.4409
Epoch 2613/6000
0s - loss: 2.1959 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6484 - val_success_ratio: 0.7600 - val_r_coeff: 0.4410
Epoch 2614/6000
0s - loss: 2.1959 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6482 - val_success_ratio: 0.7600 - val_r_coeff: 0.4410
Epoch 2615/6000
0s - loss: 2.1959 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6480 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2616/6000
0s - loss: 2.1958 - success_ratio: 0.7367 - r_coeff: 0.5120 - val_loss: 2.6478 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2617/6000
0s - loss: 2.1958 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6477 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2618/6000
0s - loss: 2.1958 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6476 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2619/6000
0s - loss: 2.1957 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6476 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2620/6000
0s - loss: 2.1957 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6475 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2621/6000
0s - loss: 2.1957 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6474 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2622/6000
0s - loss: 2.1956 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6474 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2623/6000
0s - loss: 2.1956 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6474 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2624/6000
0s - loss: 2.1956 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6475 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2625/6000
0s - loss: 2.1955 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6476 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2626/6000
0s - loss: 2.1955 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6476 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2627/6000
0s - loss: 2.1954 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6476 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2628/6000
0s - loss: 2.1954 - success_ratio: 0.7367 - r_coeff: 0.5121 - val_loss: 2.6476 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2629/6000
0s - loss: 2.1954 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6477 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2630/6000
0s - loss: 2.1953 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6478 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2631/6000
0s - loss: 2.1953 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6479 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2632/6000
0s - loss: 2.1953 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6479 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2633/6000
0s - loss: 2.1952 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6479 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2634/6000
0s - loss: 2.1952 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6478 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2635/6000
0s - loss: 2.1951 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6478 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2636/6000
0s - loss: 2.1951 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6477 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2637/6000
0s - loss: 2.1951 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6477 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2638/6000
0s - loss: 2.1950 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6477 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2639/6000
0s - loss: 2.1950 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6477 - val_success_ratio: 0.7600 - val_r_coeff: 0.4411
Epoch 2640/6000
0s - loss: 2.1950 - success_ratio: 0.7367 - r_coeff: 0.5122 - val_loss: 2.6476 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2641/6000
0s - loss: 2.1949 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6475 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2642/6000
0s - loss: 2.1949 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6474 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2643/6000
0s - loss: 2.1948 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6473 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2644/6000
0s - loss: 2.1948 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6472 - val_success_ratio: 0.7600 - val_r_coeff: 0.4412
Epoch 2645/6000
0s - loss: 2.1948 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6471 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2646/6000
0s - loss: 2.1947 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6470 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2647/6000
0s - loss: 2.1947 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6470 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2648/6000
0s - loss: 2.1947 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6469 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2649/6000
0s - loss: 2.1946 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6470 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2650/6000
0s - loss: 2.1946 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6469 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2651/6000
0s - loss: 2.1945 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2652/6000
0s - loss: 2.1945 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2653/6000
0s - loss: 2.1945 - success_ratio: 0.7367 - r_coeff: 0.5123 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2654/6000
0s - loss: 2.1944 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6469 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2655/6000
0s - loss: 2.1944 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2656/6000
0s - loss: 2.1944 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2657/6000
0s - loss: 2.1943 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2658/6000
0s - loss: 2.1943 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2659/6000
0s - loss: 2.1942 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2660/6000
0s - loss: 2.1942 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2661/6000
0s - loss: 2.1942 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6467 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2662/6000
0s - loss: 2.1941 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6466 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2663/6000
0s - loss: 2.1941 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6466 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2664/6000
0s - loss: 2.1941 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6465 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2665/6000
0s - loss: 2.1940 - success_ratio: 0.7367 - r_coeff: 0.5124 - val_loss: 2.6466 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2666/6000
0s - loss: 2.1940 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6465 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2667/6000
0s - loss: 2.1939 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6465 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2668/6000
0s - loss: 2.1939 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6465 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2669/6000
0s - loss: 2.1939 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6464 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2670/6000
0s - loss: 2.1938 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6464 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2671/6000
0s - loss: 2.1938 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6463 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2672/6000
0s - loss: 2.1938 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6462 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2673/6000
0s - loss: 2.1937 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6462 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2674/6000
0s - loss: 2.1937 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6461 - val_success_ratio: 0.7600 - val_r_coeff: 0.4415
Epoch 2675/6000
0s - loss: 2.1937 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6461 - val_success_ratio: 0.7600 - val_r_coeff: 0.4415
Epoch 2676/6000
0s - loss: 2.1936 - success_ratio: 0.7342 - r_coeff: 0.5125 - val_loss: 2.6462 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2677/6000
0s - loss: 2.1935 - success_ratio: 0.7342 - r_coeff: 0.5126 - val_loss: 2.6462 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2678/6000
0s - loss: 2.1935 - success_ratio: 0.7342 - r_coeff: 0.5126 - val_loss: 2.6462 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2679/6000
0s - loss: 2.1934 - success_ratio: 0.7342 - r_coeff: 0.5126 - val_loss: 2.6464 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2680/6000
0s - loss: 2.1933 - success_ratio: 0.7342 - r_coeff: 0.5126 - val_loss: 2.6465 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2681/6000
0s - loss: 2.1933 - success_ratio: 0.7342 - r_coeff: 0.5126 - val_loss: 2.6467 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2682/6000
0s - loss: 2.1932 - success_ratio: 0.7342 - r_coeff: 0.5126 - val_loss: 2.6469 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2683/6000
0s - loss: 2.1931 - success_ratio: 0.7342 - r_coeff: 0.5126 - val_loss: 2.6469 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2684/6000
0s - loss: 2.1931 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6468 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2685/6000
0s - loss: 2.1930 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6467 - val_success_ratio: 0.7600 - val_r_coeff: 0.4413
Epoch 2686/6000
0s - loss: 2.1929 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6466 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2687/6000
0s - loss: 2.1929 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6464 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2688/6000
0s - loss: 2.1928 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6463 - val_success_ratio: 0.7600 - val_r_coeff: 0.4414
Epoch 2689/6000
0s - loss: 2.1928 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6461 - val_success_ratio: 0.7600 - val_r_coeff: 0.4415
Epoch 2690/6000
0s - loss: 2.1927 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6459 - val_success_ratio: 0.7600 - val_r_coeff: 0.4415
Epoch 2691/6000
0s - loss: 2.1927 - success_ratio: 0.7342 - r_coeff: 0.5127 - val_loss: 2.6457 - val_success_ratio: 0.7600 - val_r_coeff: 0.4416
Epoch 2692/6000
0s - loss: 2.1927 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6455 - val_success_ratio: 0.7600 - val_r_coeff: 0.4416
Epoch 2693/6000
0s - loss: 2.1926 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6453 - val_success_ratio: 0.7600 - val_r_coeff: 0.4416
Epoch 2694/6000
0s - loss: 2.1926 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6451 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2695/6000
0s - loss: 2.1926 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6449 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2696/6000
0s - loss: 2.1925 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6448 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2697/6000
0s - loss: 2.1925 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6448 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2698/6000
0s - loss: 2.1925 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6448 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2699/6000
0s - loss: 2.1924 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6448 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2700/6000
0s - loss: 2.1924 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6449 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2701/6000
0s - loss: 2.1923 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6449 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2702/6000
0s - loss: 2.1923 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6450 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2703/6000
0s - loss: 2.1923 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6450 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2704/6000
0s - loss: 2.1922 - success_ratio: 0.7342 - r_coeff: 0.5128 - val_loss: 2.6451 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2705/6000
0s - loss: 2.1922 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6451 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2706/6000
0s - loss: 2.1921 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6450 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2707/6000
0s - loss: 2.1921 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6449 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2708/6000
0s - loss: 2.1920 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6448 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2709/6000
0s - loss: 2.1920 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2710/6000
0s - loss: 2.1920 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2711/6000
0s - loss: 2.1919 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2712/6000
0s - loss: 2.1919 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2713/6000
0s - loss: 2.1919 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2714/6000
0s - loss: 2.1918 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4417
Epoch 2715/6000
0s - loss: 2.1918 - success_ratio: 0.7342 - r_coeff: 0.5129 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2716/6000
0s - loss: 2.1918 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6446 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2717/6000
0s - loss: 2.1917 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2718/6000
0s - loss: 2.1917 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2719/6000
0s - loss: 2.1916 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2720/6000
0s - loss: 2.1916 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6447 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2721/6000
0s - loss: 2.1916 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6446 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2722/6000
0s - loss: 2.1916 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6445 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2723/6000
0s - loss: 2.1915 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6444 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2724/6000
0s - loss: 2.1915 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6443 - val_success_ratio: 0.7600 - val_r_coeff: 0.4418
Epoch 2725/6000
0s - loss: 2.1915 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6443 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2726/6000
0s - loss: 2.1914 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6442 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2727/6000
0s - loss: 2.1914 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6441 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2728/6000
0s - loss: 2.1914 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6441 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2729/6000
0s - loss: 2.1913 - success_ratio: 0.7342 - r_coeff: 0.5130 - val_loss: 2.6441 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2730/6000
0s - loss: 2.1913 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6441 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2731/6000
0s - loss: 2.1913 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6440 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2732/6000
0s - loss: 2.1912 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6439 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2733/6000
0s - loss: 2.1912 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6438 - val_success_ratio: 0.7600 - val_r_coeff: 0.4419
Epoch 2734/6000
0s - loss: 2.1912 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6437 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2735/6000
0s - loss: 2.1911 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6436 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2736/6000
0s - loss: 2.1911 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6436 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2737/6000
0s - loss: 2.1911 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6435 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2738/6000
0s - loss: 2.1911 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6435 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2739/6000
0s - loss: 2.1910 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6434 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2740/6000
0s - loss: 2.1910 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6434 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2741/6000
0s - loss: 2.1910 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6434 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2742/6000
0s - loss: 2.1909 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6434 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2743/6000
0s - loss: 2.1909 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6434 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2744/6000
0s - loss: 2.1909 - success_ratio: 0.7342 - r_coeff: 0.5131 - val_loss: 2.6433 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2745/6000
0s - loss: 2.1909 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6433 - val_success_ratio: 0.7600 - val_r_coeff: 0.4420
Epoch 2746/6000
0s - loss: 2.1908 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6433 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2747/6000
0s - loss: 2.1908 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6433 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2748/6000
0s - loss: 2.1908 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6433 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2749/6000
0s - loss: 2.1907 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6432 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2750/6000
0s - loss: 2.1907 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6431 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2751/6000
0s - loss: 2.1907 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6431 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2752/6000
0s - loss: 2.1907 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6431 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2753/6000
0s - loss: 2.1906 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6430 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2754/6000
0s - loss: 2.1906 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6431 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2755/6000
0s - loss: 2.1906 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6430 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2756/6000
0s - loss: 2.1906 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6430 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2757/6000
0s - loss: 2.1905 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6429 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2758/6000
0s - loss: 2.1905 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6429 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2759/6000
0s - loss: 2.1905 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6429 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2760/6000
0s - loss: 2.1904 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6430 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2761/6000
0s - loss: 2.1904 - success_ratio: 0.7342 - r_coeff: 0.5132 - val_loss: 2.6430 - val_success_ratio: 0.7600 - val_r_coeff: 0.4421
Epoch 2762/6000
0s - loss: 2.1904 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2763/6000
0s - loss: 2.1904 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6431 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2764/6000
0s - loss: 2.1903 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6432 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2765/6000
0s - loss: 2.1903 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6432 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2766/6000
0s - loss: 2.1903 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6432 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2767/6000
0s - loss: 2.1903 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6431 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2768/6000
0s - loss: 2.1902 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2769/6000
0s - loss: 2.1902 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2770/6000
0s - loss: 2.1902 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2771/6000
0s - loss: 2.1901 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2772/6000
0s - loss: 2.1901 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2773/6000
0s - loss: 2.1901 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2774/6000
0s - loss: 2.1901 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2775/6000
0s - loss: 2.1900 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2776/6000
0s - loss: 2.1900 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2777/6000
0s - loss: 2.1900 - success_ratio: 0.7342 - r_coeff: 0.5133 - val_loss: 2.6430 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2778/6000
0s - loss: 2.1900 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6429 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2779/6000
0s - loss: 2.1899 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2780/6000
0s - loss: 2.1899 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2781/6000
0s - loss: 2.1899 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2782/6000
0s - loss: 2.1899 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2783/6000
0s - loss: 2.1898 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2784/6000
0s - loss: 2.1898 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2785/6000
0s - loss: 2.1898 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2786/6000
0s - loss: 2.1897 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6429 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2787/6000
0s - loss: 2.1897 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2788/6000
0s - loss: 2.1897 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2789/6000
0s - loss: 2.1897 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2790/6000
0s - loss: 2.1896 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2791/6000
0s - loss: 2.1896 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2792/6000
0s - loss: 2.1896 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2793/6000
0s - loss: 2.1896 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2794/6000
0s - loss: 2.1895 - success_ratio: 0.7342 - r_coeff: 0.5134 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2795/6000
0s - loss: 2.1895 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2796/6000
0s - loss: 2.1895 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2797/6000
0s - loss: 2.1895 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2798/6000
0s - loss: 2.1894 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2799/6000
0s - loss: 2.1894 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2800/6000
0s - loss: 2.1894 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2801/6000
0s - loss: 2.1894 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2802/6000
0s - loss: 2.1893 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2803/6000
0s - loss: 2.1893 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2804/6000
0s - loss: 2.1893 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2805/6000
0s - loss: 2.1893 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2806/6000
0s - loss: 2.1893 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2807/6000
0s - loss: 2.1892 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2808/6000
0s - loss: 2.1892 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2809/6000
0s - loss: 2.1892 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2810/6000
0s - loss: 2.1892 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2811/6000
0s - loss: 2.1891 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2812/6000
0s - loss: 2.1891 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2813/6000
0s - loss: 2.1891 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2814/6000
0s - loss: 2.1891 - success_ratio: 0.7342 - r_coeff: 0.5135 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2815/6000
0s - loss: 2.1890 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2816/6000
0s - loss: 2.1890 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2817/6000
0s - loss: 2.1890 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2818/6000
0s - loss: 2.1890 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2819/6000
0s - loss: 2.1890 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2820/6000
0s - loss: 2.1889 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2821/6000
0s - loss: 2.1889 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2822/6000
0s - loss: 2.1889 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2823/6000
0s - loss: 2.1889 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2824/6000
0s - loss: 2.1888 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2825/6000
0s - loss: 2.1888 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2826/6000
0s - loss: 2.1888 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2827/6000
0s - loss: 2.1888 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2828/6000
0s - loss: 2.1888 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2829/6000
0s - loss: 2.1887 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2830/6000
0s - loss: 2.1887 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2831/6000
0s - loss: 2.1887 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2832/6000
0s - loss: 2.1887 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2833/6000
0s - loss: 2.1886 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2834/6000
0s - loss: 2.1886 - success_ratio: 0.7342 - r_coeff: 0.5136 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2835/6000
0s - loss: 2.1886 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2836/6000
0s - loss: 2.1886 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2837/6000
0s - loss: 2.1886 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2838/6000
0s - loss: 2.1885 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2839/6000
0s - loss: 2.1885 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6419 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2840/6000
0s - loss: 2.1885 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6419 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2841/6000
0s - loss: 2.1885 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6419 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2842/6000
0s - loss: 2.1885 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2843/6000
0s - loss: 2.1884 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2844/6000
0s - loss: 2.1884 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2845/6000
0s - loss: 2.1884 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2846/6000
0s - loss: 2.1884 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2847/6000
0s - loss: 2.1884 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2848/6000
0s - loss: 2.1883 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2849/6000
0s - loss: 2.1883 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2850/6000
0s - loss: 2.1883 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2851/6000
0s - loss: 2.1883 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2852/6000
0s - loss: 2.1882 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2853/6000
0s - loss: 2.1882 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2854/6000
0s - loss: 2.1882 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2855/6000
0s - loss: 2.1882 - success_ratio: 0.7342 - r_coeff: 0.5137 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2856/6000
0s - loss: 2.1882 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2857/6000
0s - loss: 2.1881 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2858/6000
0s - loss: 2.1881 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2859/6000
0s - loss: 2.1881 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2860/6000
0s - loss: 2.1881 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2861/6000
0s - loss: 2.1881 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2862/6000
0s - loss: 2.1880 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2863/6000
0s - loss: 2.1880 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2864/6000
0s - loss: 2.1880 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2865/6000
0s - loss: 2.1880 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2866/6000
0s - loss: 2.1880 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2867/6000
0s - loss: 2.1879 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2868/6000
0s - loss: 2.1879 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2869/6000
0s - loss: 2.1879 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2870/6000
0s - loss: 2.1879 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2871/6000
0s - loss: 2.1879 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2872/6000
0s - loss: 2.1878 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2873/6000
0s - loss: 2.1878 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2874/6000
0s - loss: 2.1878 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2875/6000
0s - loss: 2.1878 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2876/6000
0s - loss: 2.1878 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2877/6000
0s - loss: 2.1877 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2878/6000
0s - loss: 2.1877 - success_ratio: 0.7342 - r_coeff: 0.5138 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2879/6000
0s - loss: 2.1877 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2880/6000
0s - loss: 2.1877 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2881/6000
0s - loss: 2.1877 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2882/6000
0s - loss: 2.1876 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2883/6000
0s - loss: 2.1876 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2884/6000
0s - loss: 2.1876 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2885/6000
0s - loss: 2.1876 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2886/6000
0s - loss: 2.1876 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2887/6000
0s - loss: 2.1875 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2888/6000
0s - loss: 2.1875 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2889/6000
0s - loss: 2.1875 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2890/6000
0s - loss: 2.1875 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2891/6000
0s - loss: 2.1875 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2892/6000
0s - loss: 2.1875 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2893/6000
0s - loss: 2.1874 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2894/6000
0s - loss: 2.1874 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2895/6000
0s - loss: 2.1874 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2896/6000
0s - loss: 2.1874 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2897/6000
0s - loss: 2.1874 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2898/6000
0s - loss: 2.1873 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2899/6000
0s - loss: 2.1873 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2900/6000
0s - loss: 2.1873 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2901/6000
0s - loss: 2.1873 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2902/6000
0s - loss: 2.1873 - success_ratio: 0.7342 - r_coeff: 0.5139 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2903/6000
0s - loss: 2.1872 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2904/6000
0s - loss: 2.1872 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2905/6000
0s - loss: 2.1872 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2906/6000
0s - loss: 2.1872 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2907/6000
0s - loss: 2.1872 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2908/6000
0s - loss: 2.1872 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2909/6000
0s - loss: 2.1871 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2910/6000
0s - loss: 2.1871 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2911/6000
0s - loss: 2.1871 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2912/6000
0s - loss: 2.1871 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2913/6000
0s - loss: 2.1871 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2914/6000
0s - loss: 2.1870 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2915/6000
0s - loss: 2.1870 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2916/6000
0s - loss: 2.1870 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2917/6000
0s - loss: 2.1870 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2918/6000
0s - loss: 2.1870 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2919/6000
0s - loss: 2.1869 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2920/6000
0s - loss: 2.1869 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2921/6000
0s - loss: 2.1869 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2922/6000
0s - loss: 2.1869 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2923/6000
0s - loss: 2.1869 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2924/6000
0s - loss: 2.1868 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2925/6000
0s - loss: 2.1868 - success_ratio: 0.7342 - r_coeff: 0.5140 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2926/6000
0s - loss: 2.1868 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6429 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2927/6000
0s - loss: 2.1868 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6429 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2928/6000
0s - loss: 2.1868 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2929/6000
0s - loss: 2.1868 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2930/6000
0s - loss: 2.1867 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2931/6000
0s - loss: 2.1867 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6429 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2932/6000
0s - loss: 2.1867 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6429 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2933/6000
0s - loss: 2.1867 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2934/6000
0s - loss: 2.1867 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2935/6000
0s - loss: 2.1866 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2936/6000
0s - loss: 2.1866 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2937/6000
0s - loss: 2.1866 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2938/6000
0s - loss: 2.1866 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2939/6000
0s - loss: 2.1866 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2940/6000
0s - loss: 2.1866 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2941/6000
0s - loss: 2.1865 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2942/6000
0s - loss: 2.1865 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2943/6000
0s - loss: 2.1865 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2944/6000
0s - loss: 2.1865 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2945/6000
0s - loss: 2.1865 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2946/6000
0s - loss: 2.1864 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2947/6000
0s - loss: 2.1864 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6429 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2948/6000
0s - loss: 2.1864 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4421
Epoch 2949/6000
0s - loss: 2.1864 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2950/6000
0s - loss: 2.1864 - success_ratio: 0.7342 - r_coeff: 0.5141 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2951/6000
0s - loss: 2.1864 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2952/6000
0s - loss: 2.1863 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6428 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2953/6000
0s - loss: 2.1863 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2954/6000
0s - loss: 2.1863 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2955/6000
0s - loss: 2.1863 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6427 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2956/6000
0s - loss: 2.1863 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2957/6000
0s - loss: 2.1862 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2958/6000
0s - loss: 2.1862 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2959/6000
0s - loss: 2.1862 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2960/6000
0s - loss: 2.1862 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2961/6000
0s - loss: 2.1862 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2962/6000
0s - loss: 2.1862 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2963/6000
0s - loss: 2.1861 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2964/6000
0s - loss: 2.1861 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2965/6000
0s - loss: 2.1861 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2966/6000
0s - loss: 2.1861 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2967/6000
0s - loss: 2.1861 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2968/6000
0s - loss: 2.1861 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2969/6000
0s - loss: 2.1860 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6426 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2970/6000
0s - loss: 2.1860 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2971/6000
0s - loss: 2.1860 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2972/6000
0s - loss: 2.1860 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2973/6000
0s - loss: 2.1860 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2974/6000
0s - loss: 2.1860 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2975/6000
0s - loss: 2.1859 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2976/6000
0s - loss: 2.1859 - success_ratio: 0.7342 - r_coeff: 0.5142 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2977/6000
0s - loss: 2.1859 - success_ratio: 0.7342 - r_coeff: 0.5143 - val_loss: 2.6425 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2978/6000
0s - loss: 2.1859 - success_ratio: 0.7342 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2979/6000
0s - loss: 2.1859 - success_ratio: 0.7342 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2980/6000
0s - loss: 2.1859 - success_ratio: 0.7342 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2981/6000
0s - loss: 2.1858 - success_ratio: 0.7342 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2982/6000
0s - loss: 2.1858 - success_ratio: 0.7342 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2983/6000
0s - loss: 2.1858 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2984/6000
0s - loss: 2.1858 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2985/6000
0s - loss: 2.1858 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2986/6000
0s - loss: 2.1857 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4422
Epoch 2987/6000
0s - loss: 2.1857 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6424 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2988/6000
0s - loss: 2.1857 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2989/6000
0s - loss: 2.1857 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2990/6000
0s - loss: 2.1857 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2991/6000
0s - loss: 2.1856 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2992/6000
0s - loss: 2.1856 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2993/6000
0s - loss: 2.1856 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2994/6000
0s - loss: 2.1856 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2995/6000
0s - loss: 2.1856 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2996/6000
0s - loss: 2.1855 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2997/6000
0s - loss: 2.1855 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2998/6000
0s - loss: 2.1855 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 2999/6000
0s - loss: 2.1855 - success_ratio: 0.7367 - r_coeff: 0.5143 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3000/6000
0s - loss: 2.1854 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3001/6000
0s - loss: 2.1854 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3002/6000
0s - loss: 2.1854 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3003/6000
0s - loss: 2.1854 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3004/6000
0s - loss: 2.1854 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3005/6000
0s - loss: 2.1853 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3006/6000
0s - loss: 2.1853 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3007/6000
0s - loss: 2.1853 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3008/6000
0s - loss: 2.1853 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3009/6000
0s - loss: 2.1853 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3010/6000
0s - loss: 2.1852 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3011/6000
0s - loss: 2.1852 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3012/6000
0s - loss: 2.1852 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3013/6000
0s - loss: 2.1852 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3014/6000
0s - loss: 2.1851 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3015/6000
0s - loss: 2.1851 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3016/6000
0s - loss: 2.1851 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3017/6000
0s - loss: 2.1851 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6423 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3018/6000
0s - loss: 2.1850 - success_ratio: 0.7367 - r_coeff: 0.5144 - val_loss: 2.6422 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3019/6000
0s - loss: 2.1850 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6421 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3020/6000
0s - loss: 2.1850 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6420 - val_success_ratio: 0.7700 - val_r_coeff: 0.4423
Epoch 3021/6000
0s - loss: 2.1850 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6419 - val_success_ratio: 0.7700 - val_r_coeff: 0.4424
Epoch 3022/6000
0s - loss: 2.1849 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6418 - val_success_ratio: 0.7700 - val_r_coeff: 0.4424
Epoch 3023/6000
0s - loss: 2.1849 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6418 - val_success_ratio: 0.7700 - val_r_coeff: 0.4424
Epoch 3024/6000
0s - loss: 2.1849 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6417 - val_success_ratio: 0.7700 - val_r_coeff: 0.4424
Epoch 3025/6000
0s - loss: 2.1849 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6416 - val_success_ratio: 0.7700 - val_r_coeff: 0.4424
Epoch 3026/6000
0s - loss: 2.1848 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6415 - val_success_ratio: 0.7700 - val_r_coeff: 0.4424
Epoch 3027/6000
0s - loss: 2.1848 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6413 - val_success_ratio: 0.7700 - val_r_coeff: 0.4425
Epoch 3028/6000
0s - loss: 2.1848 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6411 - val_success_ratio: 0.7700 - val_r_coeff: 0.4425
Epoch 3029/6000
0s - loss: 2.1848 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6409 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3030/6000
0s - loss: 2.1848 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6408 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3031/6000
0s - loss: 2.1847 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6408 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3032/6000
0s - loss: 2.1847 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6408 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3033/6000
0s - loss: 2.1847 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6408 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3034/6000
0s - loss: 2.1847 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6408 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3035/6000
0s - loss: 2.1847 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6408 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3036/6000
0s - loss: 2.1846 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6408 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3037/6000
0s - loss: 2.1846 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6407 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3038/6000
0s - loss: 2.1846 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6407 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3039/6000
0s - loss: 2.1846 - success_ratio: 0.7367 - r_coeff: 0.5145 - val_loss: 2.6406 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3040/6000
0s - loss: 2.1846 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6406 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3041/6000
0s - loss: 2.1845 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6406 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3042/6000
0s - loss: 2.1845 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6406 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3043/6000
0s - loss: 2.1845 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6406 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3044/6000
0s - loss: 2.1845 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6405 - val_success_ratio: 0.7700 - val_r_coeff: 0.4426
Epoch 3045/6000
0s - loss: 2.1845 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6404 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3046/6000
0s - loss: 2.1845 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6403 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3047/6000
0s - loss: 2.1844 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6403 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3048/6000
0s - loss: 2.1844 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6402 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3049/6000
0s - loss: 2.1844 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6402 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3050/6000
0s - loss: 2.1844 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6402 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3051/6000
0s - loss: 2.1844 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6401 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3052/6000
0s - loss: 2.1843 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6400 - val_success_ratio: 0.7700 - val_r_coeff: 0.4427
Epoch 3053/6000
0s - loss: 2.1843 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6400 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3054/6000
0s - loss: 2.1843 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6399 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3055/6000
0s - loss: 2.1843 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6399 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3056/6000
0s - loss: 2.1843 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6399 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3057/6000
0s - loss: 2.1842 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3058/6000
0s - loss: 2.1842 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3059/6000
0s - loss: 2.1842 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3060/6000
0s - loss: 2.1842 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6397 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3061/6000
0s - loss: 2.1842 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3062/6000
0s - loss: 2.1841 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3063/6000
0s - loss: 2.1841 - success_ratio: 0.7367 - r_coeff: 0.5146 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3064/6000
0s - loss: 2.1841 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3065/6000
0s - loss: 2.1841 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3066/6000
0s - loss: 2.1841 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3067/6000
0s - loss: 2.1840 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3068/6000
0s - loss: 2.1840 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6399 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3069/6000
0s - loss: 2.1840 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6399 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3070/6000
0s - loss: 2.1840 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6399 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3071/6000
0s - loss: 2.1840 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6398 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3072/6000
0s - loss: 2.1840 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6397 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3073/6000
0s - loss: 2.1839 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6396 - val_success_ratio: 0.7700 - val_r_coeff: 0.4428
Epoch 3074/6000
0s - loss: 2.1839 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6395 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3075/6000
0s - loss: 2.1839 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6395 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3076/6000
0s - loss: 2.1839 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6395 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3077/6000
0s - loss: 2.1839 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6395 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3078/6000
0s - loss: 2.1839 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6394 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3079/6000
0s - loss: 2.1838 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6393 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3080/6000
0s - loss: 2.1838 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6393 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3081/6000
0s - loss: 2.1838 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6393 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3082/6000
0s - loss: 2.1838 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6393 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3083/6000
0s - loss: 2.1838 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3084/6000
0s - loss: 2.1838 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3085/6000
0s - loss: 2.1837 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3086/6000
0s - loss: 2.1837 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3087/6000
0s - loss: 2.1837 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3088/6000
0s - loss: 2.1837 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6393 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3089/6000
0s - loss: 2.1837 - success_ratio: 0.7367 - r_coeff: 0.5147 - val_loss: 2.6393 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3090/6000
0s - loss: 2.1837 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6393 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3091/6000
0s - loss: 2.1836 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3092/6000
0s - loss: 2.1836 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3093/6000
0s - loss: 2.1836 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3094/6000
0s - loss: 2.1836 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3095/6000
0s - loss: 2.1836 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3096/6000
0s - loss: 2.1836 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3097/6000
0s - loss: 2.1836 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3098/6000
0s - loss: 2.1835 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3099/6000
0s - loss: 2.1835 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3100/6000
0s - loss: 2.1835 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3101/6000
0s - loss: 2.1835 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3102/6000
0s - loss: 2.1835 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3103/6000
0s - loss: 2.1835 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3104/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3105/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6392 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3106/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6391 - val_success_ratio: 0.7700 - val_r_coeff: 0.4429
Epoch 3107/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3108/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3109/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3110/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3111/6000
0s - loss: 2.1834 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3112/6000
0s - loss: 2.1833 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3113/6000
0s - loss: 2.1833 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3114/6000
0s - loss: 2.1833 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3115/6000
0s - loss: 2.1833 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3116/6000
0s - loss: 2.1833 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3117/6000
0s - loss: 2.1833 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3118/6000
0s - loss: 2.1833 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3119/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3120/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3121/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5148 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3122/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3123/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3124/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3125/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3126/6000
0s - loss: 2.1832 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3127/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3128/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3129/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3130/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3131/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3132/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3133/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3134/6000
0s - loss: 2.1831 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3135/6000
0s - loss: 2.1830 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3136/6000
0s - loss: 2.1830 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3137/6000
0s - loss: 2.1830 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3138/6000
0s - loss: 2.1830 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3139/6000
0s - loss: 2.1830 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3140/6000
0s - loss: 2.1830 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6390 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3141/6000
0s - loss: 2.1830 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3142/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3143/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3144/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6387 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3145/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3146/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3147/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3148/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3149/6000
0s - loss: 2.1829 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3150/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3151/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3152/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3153/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3154/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3155/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3156/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5149 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3157/6000
0s - loss: 2.1828 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3158/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3159/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3160/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3161/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3162/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3163/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3164/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3165/6000
0s - loss: 2.1827 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6389 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3166/6000
0s - loss: 2.1826 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6388 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3167/6000
0s - loss: 2.1826 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6387 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3168/6000
0s - loss: 2.1826 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6386 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3169/6000
0s - loss: 2.1826 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6387 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3170/6000
0s - loss: 2.1826 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6387 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3171/6000
0s - loss: 2.1826 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6387 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3172/6000
0s - loss: 2.1826 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6387 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3173/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6386 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3174/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6386 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3175/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6385 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3176/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6386 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3177/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6386 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3178/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6386 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3179/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6386 - val_success_ratio: 0.7700 - val_r_coeff: 0.4430
Epoch 3180/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6385 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3181/6000
0s - loss: 2.1825 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6384 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3182/6000
0s - loss: 2.1824 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6384 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3183/6000
0s - loss: 2.1824 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6385 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3184/6000
0s - loss: 2.1824 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6385 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3185/6000
0s - loss: 2.1824 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6385 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3186/6000
0s - loss: 2.1824 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6385 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3187/6000
0s - loss: 2.1824 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6384 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3188/6000
0s - loss: 2.1824 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6383 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3189/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3190/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3191/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5150 - val_loss: 2.6383 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3192/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6383 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3193/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6383 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3194/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6383 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3195/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3196/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3197/6000
0s - loss: 2.1823 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3198/6000
0s - loss: 2.1822 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3199/6000
0s - loss: 2.1822 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3200/6000
0s - loss: 2.1822 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3201/6000
0s - loss: 2.1822 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6382 - val_success_ratio: 0.7700 - val_r_coeff: 0.4431
Epoch 3202/6000
0s - loss: 2.1822 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6381 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3203/6000
0s - loss: 2.1822 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3204/6000
0s - loss: 2.1822 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3205/6000
0s - loss: 2.1821 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3206/6000
0s - loss: 2.1821 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3207/6000
0s - loss: 2.1821 - success_ratio: 0.7367 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3208/6000
0s - loss: 2.1821 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3209/6000
0s - loss: 2.1821 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3210/6000
0s - loss: 2.1821 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3211/6000
0s - loss: 2.1821 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6379 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3212/6000
0s - loss: 2.1821 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6379 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3213/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3214/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3215/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6380 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3216/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6379 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3217/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6378 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3218/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6378 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3219/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6378 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3220/6000
0s - loss: 2.1820 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6378 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3221/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6379 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3222/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6379 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3223/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6378 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3224/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6378 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3225/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6377 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3226/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6376 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3227/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6376 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3228/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5151 - val_loss: 2.6376 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3229/6000
0s - loss: 2.1819 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6377 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3230/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6377 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3231/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6378 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3232/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6377 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3233/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6377 - val_success_ratio: 0.7700 - val_r_coeff: 0.4432
Epoch 3234/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6376 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3235/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3236/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3237/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3238/6000
0s - loss: 2.1818 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3239/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3240/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6376 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3241/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6376 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3242/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3243/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3244/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3245/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3246/6000
0s - loss: 2.1817 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3247/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3248/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3249/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7700 - val_r_coeff: 0.4433
Epoch 3250/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3251/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6374 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3252/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6374 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3253/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6374 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3254/6000
0s - loss: 2.1816 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3255/6000
0s - loss: 2.1815 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3256/6000
0s - loss: 2.1815 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6374 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3257/6000
0s - loss: 2.1815 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6374 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3258/6000
0s - loss: 2.1815 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6374 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3259/6000
0s - loss: 2.1815 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6375 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3260/6000
0s - loss: 2.1815 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6376 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3261/6000
0s - loss: 2.1815 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6376 - val_success_ratio: 0.7600 - val_r_coeff: 0.4433
Epoch 3262/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6376 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3263/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3264/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5152 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3265/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3266/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3267/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3268/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3269/6000
0s - loss: 2.1814 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3270/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3271/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3272/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3273/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3274/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3275/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6377 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3276/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3277/6000
0s - loss: 2.1813 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3278/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3279/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3280/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3281/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3282/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3283/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3284/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3285/6000
0s - loss: 2.1812 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3286/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3287/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3288/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3289/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3290/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3291/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7600 - val_r_coeff: 0.4432
Epoch 3292/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3293/6000
0s - loss: 2.1811 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3294/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3295/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3296/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3297/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3298/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3299/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3300/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5153 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3301/6000
0s - loss: 2.1810 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3302/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3303/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3304/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3305/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3306/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3307/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3308/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6380 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3309/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6380 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3310/6000
0s - loss: 2.1809 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6380 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3311/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3312/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3313/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3314/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3315/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3316/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3317/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3318/6000
0s - loss: 2.1808 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3319/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3320/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3321/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3322/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3323/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3324/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3325/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3326/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6380 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3327/6000
0s - loss: 2.1807 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6380 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3328/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3329/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3330/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3331/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3332/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3333/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3334/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3335/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3336/6000
0s - loss: 2.1806 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3337/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3338/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5154 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3339/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3340/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3341/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3342/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3343/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6379 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3344/6000
0s - loss: 2.1805 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3345/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3346/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6377 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3347/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6377 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3348/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6377 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3349/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6377 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3350/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6378 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3351/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6377 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3352/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6377 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3353/6000
0s - loss: 2.1804 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3354/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3355/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3356/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3357/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4432
Epoch 3358/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3359/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3360/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3361/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3362/6000
0s - loss: 2.1803 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3363/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3364/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3365/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3366/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3367/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3368/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3369/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3370/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3371/6000
0s - loss: 2.1802 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3372/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6376 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3373/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6375 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3374/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6374 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3375/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6374 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3376/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6374 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3377/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6374 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3378/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6374 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3379/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6374 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3380/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5155 - val_loss: 2.6374 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3381/6000
0s - loss: 2.1801 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6373 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3382/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6372 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3383/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6372 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3384/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6372 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3385/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6373 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3386/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6373 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3387/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6373 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3388/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6372 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3389/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6371 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3390/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6370 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3391/6000
0s - loss: 2.1800 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6370 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3392/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6371 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3393/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6371 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3394/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6372 - val_success_ratio: 0.7500 - val_r_coeff: 0.4433
Epoch 3395/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6371 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3396/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6371 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3397/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6370 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3398/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6369 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3399/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6368 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3400/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6368 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3401/6000
0s - loss: 2.1799 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6368 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3402/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6368 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3403/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6368 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3404/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6369 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3405/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6368 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3406/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6368 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3407/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6367 - val_success_ratio: 0.7500 - val_r_coeff: 0.4434
Epoch 3408/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6367 - val_success_ratio: 0.7500 - val_r_coeff: 0.4435
Epoch 3409/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6366 - val_success_ratio: 0.7500 - val_r_coeff: 0.4435
Epoch 3410/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6365 - val_success_ratio: 0.7500 - val_r_coeff: 0.4435
Epoch 3411/6000
0s - loss: 2.1798 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6364 - val_success_ratio: 0.7500 - val_r_coeff: 0.4435
Epoch 3412/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6363 - val_success_ratio: 0.7500 - val_r_coeff: 0.4435
Epoch 3413/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6361 - val_success_ratio: 0.7500 - val_r_coeff: 0.4436
Epoch 3414/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6359 - val_success_ratio: 0.7500 - val_r_coeff: 0.4436
Epoch 3415/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6357 - val_success_ratio: 0.7500 - val_r_coeff: 0.4437
Epoch 3416/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6354 - val_success_ratio: 0.7500 - val_r_coeff: 0.4437
Epoch 3417/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6353 - val_success_ratio: 0.7500 - val_r_coeff: 0.4437
Epoch 3418/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6352 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3419/6000
0s - loss: 2.1797 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6351 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3420/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6350 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3421/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6349 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3422/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5156 - val_loss: 2.6349 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3423/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6349 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3424/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6350 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3425/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6350 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3426/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6349 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3427/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6348 - val_success_ratio: 0.7500 - val_r_coeff: 0.4438
Epoch 3428/6000
0s - loss: 2.1796 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6348 - val_success_ratio: 0.7500 - val_r_coeff: 0.4439
Epoch 3429/6000
0s - loss: 2.1795 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6348 - val_success_ratio: 0.7500 - val_r_coeff: 0.4439
Epoch 3430/6000
0s - loss: 2.1795 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6347 - val_success_ratio: 0.7500 - val_r_coeff: 0.4439
Epoch 3431/6000
0s - loss: 2.1795 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6346 - val_success_ratio: 0.7500 - val_r_coeff: 0.4439
Epoch 3432/6000
0s - loss: 2.1795 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6343 - val_success_ratio: 0.7500 - val_r_coeff: 0.4439
Epoch 3433/6000
0s - loss: 2.1795 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6341 - val_success_ratio: 0.7500 - val_r_coeff: 0.4440
Epoch 3434/6000
0s - loss: 2.1795 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6338 - val_success_ratio: 0.7500 - val_r_coeff: 0.4441
Epoch 3435/6000
0s - loss: 2.1795 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6336 - val_success_ratio: 0.7500 - val_r_coeff: 0.4441
Epoch 3436/6000
0s - loss: 2.1794 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6335 - val_success_ratio: 0.7500 - val_r_coeff: 0.4441
Epoch 3437/6000
0s - loss: 2.1794 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6333 - val_success_ratio: 0.7500 - val_r_coeff: 0.4442
Epoch 3438/6000
0s - loss: 2.1794 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6331 - val_success_ratio: 0.7500 - val_r_coeff: 0.4442
Epoch 3439/6000
0s - loss: 2.1794 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6329 - val_success_ratio: 0.7500 - val_r_coeff: 0.4442
Epoch 3440/6000
0s - loss: 2.1794 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6327 - val_success_ratio: 0.7500 - val_r_coeff: 0.4443
Epoch 3441/6000
0s - loss: 2.1794 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6325 - val_success_ratio: 0.7500 - val_r_coeff: 0.4443
Epoch 3442/6000
0s - loss: 2.1793 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6323 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3443/6000
0s - loss: 2.1793 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6322 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3444/6000
0s - loss: 2.1793 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6323 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3445/6000
0s - loss: 2.1793 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6324 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3446/6000
0s - loss: 2.1793 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6324 - val_success_ratio: 0.7500 - val_r_coeff: 0.4443
Epoch 3447/6000
0s - loss: 2.1793 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6325 - val_success_ratio: 0.7500 - val_r_coeff: 0.4443
Epoch 3448/6000
0s - loss: 2.1792 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6326 - val_success_ratio: 0.7500 - val_r_coeff: 0.4443
Epoch 3449/6000
0s - loss: 2.1792 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6325 - val_success_ratio: 0.7500 - val_r_coeff: 0.4443
Epoch 3450/6000
0s - loss: 2.1792 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6325 - val_success_ratio: 0.7500 - val_r_coeff: 0.4443
Epoch 3451/6000
0s - loss: 2.1792 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6324 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3452/6000
0s - loss: 2.1792 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6322 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3453/6000
0s - loss: 2.1792 - success_ratio: 0.7392 - r_coeff: 0.5157 - val_loss: 2.6321 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3454/6000
0s - loss: 2.1791 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6321 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3455/6000
0s - loss: 2.1791 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6320 - val_success_ratio: 0.7500 - val_r_coeff: 0.4444
Epoch 3456/6000
0s - loss: 2.1791 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6319 - val_success_ratio: 0.7500 - val_r_coeff: 0.4445
Epoch 3457/6000
0s - loss: 2.1791 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6316 - val_success_ratio: 0.7500 - val_r_coeff: 0.4445
Epoch 3458/6000
0s - loss: 2.1791 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6314 - val_success_ratio: 0.7500 - val_r_coeff: 0.4446
Epoch 3459/6000
0s - loss: 2.1791 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6312 - val_success_ratio: 0.7500 - val_r_coeff: 0.4446
Epoch 3460/6000
0s - loss: 2.1791 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6310 - val_success_ratio: 0.7500 - val_r_coeff: 0.4447
Epoch 3461/6000
0s - loss: 2.1790 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6308 - val_success_ratio: 0.7500 - val_r_coeff: 0.4447
Epoch 3462/6000
0s - loss: 2.1790 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6306 - val_success_ratio: 0.7500 - val_r_coeff: 0.4447
Epoch 3463/6000
0s - loss: 2.1790 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6305 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3464/6000
0s - loss: 2.1790 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6304 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3465/6000
0s - loss: 2.1790 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6305 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3466/6000
0s - loss: 2.1790 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6305 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3467/6000
0s - loss: 2.1789 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6304 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3468/6000
0s - loss: 2.1789 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6304 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3469/6000
0s - loss: 2.1789 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6304 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3470/6000
0s - loss: 2.1789 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6304 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3471/6000
0s - loss: 2.1789 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6304 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3472/6000
0s - loss: 2.1789 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6303 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3473/6000
0s - loss: 2.1789 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6302 - val_success_ratio: 0.7500 - val_r_coeff: 0.4448
Epoch 3474/6000
0s - loss: 2.1788 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6300 - val_success_ratio: 0.7500 - val_r_coeff: 0.4449
Epoch 3475/6000
0s - loss: 2.1788 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6298 - val_success_ratio: 0.7500 - val_r_coeff: 0.4449
Epoch 3476/6000
0s - loss: 2.1788 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6296 - val_success_ratio: 0.7500 - val_r_coeff: 0.4449
Epoch 3477/6000
0s - loss: 2.1788 - success_ratio: 0.7392 - r_coeff: 0.5158 - val_loss: 2.6293 - val_success_ratio: 0.7500 - val_r_coeff: 0.4450
Epoch 3478/6000
0s - loss: 2.1788 - success_ratio: 0.7367 - r_coeff: 0.5158 - val_loss: 2.6290 - val_success_ratio: 0.7500 - val_r_coeff: 0.4451
Epoch 3479/6000
0s - loss: 2.1787 - success_ratio: 0.7367 - r_coeff: 0.5158 - val_loss: 2.6286 - val_success_ratio: 0.7500 - val_r_coeff: 0.4451
Epoch 3480/6000
0s - loss: 2.1787 - success_ratio: 0.7367 - r_coeff: 0.5158 - val_loss: 2.6282 - val_success_ratio: 0.7500 - val_r_coeff: 0.4452
Epoch 3481/6000
0s - loss: 2.1787 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6278 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3482/6000
0s - loss: 2.1787 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6275 - val_success_ratio: 0.7500 - val_r_coeff: 0.4454
Epoch 3483/6000
0s - loss: 2.1786 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6272 - val_success_ratio: 0.7500 - val_r_coeff: 0.4454
Epoch 3484/6000
0s - loss: 2.1786 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6271 - val_success_ratio: 0.7500 - val_r_coeff: 0.4455
Epoch 3485/6000
0s - loss: 2.1786 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6270 - val_success_ratio: 0.7500 - val_r_coeff: 0.4455
Epoch 3486/6000
0s - loss: 2.1786 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6270 - val_success_ratio: 0.7500 - val_r_coeff: 0.4455
Epoch 3487/6000
0s - loss: 2.1786 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6271 - val_success_ratio: 0.7500 - val_r_coeff: 0.4455
Epoch 3488/6000
0s - loss: 2.1786 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6273 - val_success_ratio: 0.7500 - val_r_coeff: 0.4454
Epoch 3489/6000
0s - loss: 2.1785 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6275 - val_success_ratio: 0.7500 - val_r_coeff: 0.4454
Epoch 3490/6000
0s - loss: 2.1785 - success_ratio: 0.7367 - r_coeff: 0.5159 - val_loss: 2.6277 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3491/6000
0s - loss: 2.1785 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6279 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3492/6000
0s - loss: 2.1785 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6280 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3493/6000
0s - loss: 2.1784 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6281 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3494/6000
0s - loss: 2.1784 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6282 - val_success_ratio: 0.7500 - val_r_coeff: 0.4452
Epoch 3495/6000
0s - loss: 2.1784 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6281 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3496/6000
0s - loss: 2.1784 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6281 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3497/6000
0s - loss: 2.1784 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6280 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3498/6000
0s - loss: 2.1784 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6278 - val_success_ratio: 0.7500 - val_r_coeff: 0.4453
Epoch 3499/6000
0s - loss: 2.1783 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6276 - val_success_ratio: 0.7500 - val_r_coeff: 0.4454
Epoch 3500/6000
0s - loss: 2.1783 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6273 - val_success_ratio: 0.7500 - val_r_coeff: 0.4454
Epoch 3501/6000
0s - loss: 2.1783 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6271 - val_success_ratio: 0.7500 - val_r_coeff: 0.4455
Epoch 3502/6000
0s - loss: 2.1783 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6269 - val_success_ratio: 0.7500 - val_r_coeff: 0.4455
Epoch 3503/6000
0s - loss: 2.1783 - success_ratio: 0.7392 - r_coeff: 0.5159 - val_loss: 2.6267 - val_success_ratio: 0.7500 - val_r_coeff: 0.4456
Epoch 3504/6000
0s - loss: 2.1783 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6265 - val_success_ratio: 0.7500 - val_r_coeff: 0.4456
Epoch 3505/6000
0s - loss: 2.1782 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6263 - val_success_ratio: 0.7500 - val_r_coeff: 0.4456
Epoch 3506/6000
0s - loss: 2.1782 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6261 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3507/6000
0s - loss: 2.1782 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6260 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3508/6000
0s - loss: 2.1782 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6260 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3509/6000
0s - loss: 2.1782 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6260 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3510/6000
0s - loss: 2.1781 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6260 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3511/6000
0s - loss: 2.1781 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6259 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3512/6000
0s - loss: 2.1781 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6259 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3513/6000
0s - loss: 2.1781 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6259 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3514/6000
0s - loss: 2.1781 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6258 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3515/6000
0s - loss: 2.1781 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6258 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3516/6000
0s - loss: 2.1780 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6258 - val_success_ratio: 0.7500 - val_r_coeff: 0.4457
Epoch 3517/6000
0s - loss: 2.1780 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6258 - val_success_ratio: 0.7500 - val_r_coeff: 0.4458
Epoch 3518/6000
0s - loss: 2.1780 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6258 - val_success_ratio: 0.7500 - val_r_coeff: 0.4458
Epoch 3519/6000
0s - loss: 2.1780 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6257 - val_success_ratio: 0.7500 - val_r_coeff: 0.4458
Epoch 3520/6000
0s - loss: 2.1780 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6257 - val_success_ratio: 0.7500 - val_r_coeff: 0.4458
Epoch 3521/6000
0s - loss: 2.1780 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6256 - val_success_ratio: 0.7500 - val_r_coeff: 0.4458
Epoch 3522/6000
0s - loss: 2.1779 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6254 - val_success_ratio: 0.7500 - val_r_coeff: 0.4458
Epoch 3523/6000
0s - loss: 2.1779 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6252 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3524/6000
0s - loss: 2.1779 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6251 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3525/6000
0s - loss: 2.1779 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3526/6000
0s - loss: 2.1779 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3527/6000
0s - loss: 2.1779 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3528/6000
0s - loss: 2.1778 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3529/6000
0s - loss: 2.1778 - success_ratio: 0.7367 - r_coeff: 0.5160 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3530/6000
0s - loss: 2.1778 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3531/6000
0s - loss: 2.1778 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3532/6000
0s - loss: 2.1778 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3533/6000
0s - loss: 2.1778 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3534/6000
0s - loss: 2.1777 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3535/6000
0s - loss: 2.1777 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3536/6000
0s - loss: 2.1777 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3537/6000
0s - loss: 2.1777 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3538/6000
0s - loss: 2.1777 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3539/6000
0s - loss: 2.1777 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3540/6000
0s - loss: 2.1776 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3541/6000
0s - loss: 2.1776 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3542/6000
0s - loss: 2.1776 - success_ratio: 0.7367 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3543/6000
0s - loss: 2.1776 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3544/6000
0s - loss: 2.1776 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3545/6000
0s - loss: 2.1776 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3546/6000
0s - loss: 2.1775 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3547/6000
0s - loss: 2.1775 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6251 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3548/6000
0s - loss: 2.1775 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6251 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3549/6000
0s - loss: 2.1775 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3550/6000
0s - loss: 2.1775 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3551/6000
0s - loss: 2.1775 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3552/6000
0s - loss: 2.1774 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6250 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3553/6000
0s - loss: 2.1774 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3554/6000
0s - loss: 2.1774 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3555/6000
0s - loss: 2.1774 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3556/6000
0s - loss: 2.1774 - success_ratio: 0.7392 - r_coeff: 0.5161 - val_loss: 2.6249 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3557/6000
0s - loss: 2.1774 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3558/6000
0s - loss: 2.1773 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4459
Epoch 3559/6000
0s - loss: 2.1773 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3560/6000
0s - loss: 2.1773 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3561/6000
0s - loss: 2.1773 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3562/6000
0s - loss: 2.1773 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3563/6000
0s - loss: 2.1773 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3564/6000
0s - loss: 2.1772 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3565/6000
0s - loss: 2.1772 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6248 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3566/6000
0s - loss: 2.1772 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3567/6000
0s - loss: 2.1772 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3568/6000
0s - loss: 2.1772 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3569/6000
0s - loss: 2.1772 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3570/6000
0s - loss: 2.1771 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3571/6000
0s - loss: 2.1771 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3572/6000
0s - loss: 2.1771 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3573/6000
0s - loss: 2.1771 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3574/6000
0s - loss: 2.1771 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3575/6000
0s - loss: 2.1771 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3576/6000
0s - loss: 2.1770 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3577/6000
0s - loss: 2.1770 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3578/6000
0s - loss: 2.1770 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3579/6000
0s - loss: 2.1770 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3580/6000
0s - loss: 2.1770 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3581/6000
0s - loss: 2.1770 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3582/6000
0s - loss: 2.1769 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3583/6000
0s - loss: 2.1769 - success_ratio: 0.7392 - r_coeff: 0.5162 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3584/6000
0s - loss: 2.1769 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3585/6000
0s - loss: 2.1769 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3586/6000
0s - loss: 2.1769 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3587/6000
0s - loss: 2.1769 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3588/6000
0s - loss: 2.1768 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3589/6000
0s - loss: 2.1768 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3590/6000
0s - loss: 2.1768 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3591/6000
0s - loss: 2.1768 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3592/6000
0s - loss: 2.1768 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3593/6000
0s - loss: 2.1768 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3594/6000
0s - loss: 2.1768 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3595/6000
0s - loss: 2.1767 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3596/6000
0s - loss: 2.1767 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3597/6000
0s - loss: 2.1767 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3598/6000
0s - loss: 2.1767 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3599/6000
0s - loss: 2.1767 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3600/6000
0s - loss: 2.1767 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3601/6000
0s - loss: 2.1766 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3602/6000
0s - loss: 2.1766 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3603/6000
0s - loss: 2.1766 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6242 - val_success_ratio: 0.7500 - val_r_coeff: 0.4461
Epoch 3604/6000
0s - loss: 2.1766 - success_ratio: 0.7392 - r_coeff: 0.5163 - val_loss: 2.6238 - val_success_ratio: 0.7500 - val_r_coeff: 0.4462
Epoch 3605/6000
0s - loss: 2.1765 - success_ratio: 0.7418 - r_coeff: 0.5163 - val_loss: 2.6232 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3606/6000
0s - loss: 2.1765 - success_ratio: 0.7418 - r_coeff: 0.5163 - val_loss: 2.6225 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3607/6000
0s - loss: 2.1764 - success_ratio: 0.7418 - r_coeff: 0.5164 - val_loss: 2.6219 - val_success_ratio: 0.7500 - val_r_coeff: 0.4466
Epoch 3608/6000
0s - loss: 2.1764 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6213 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3609/6000
0s - loss: 2.1764 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6209 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3610/6000
0s - loss: 2.1764 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6206 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3611/6000
0s - loss: 2.1764 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6205 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3612/6000
0s - loss: 2.1763 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6205 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3613/6000
0s - loss: 2.1763 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6206 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3614/6000
0s - loss: 2.1763 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6208 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3615/6000
0s - loss: 2.1763 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6211 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3616/6000
0s - loss: 2.1762 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6214 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3617/6000
0s - loss: 2.1762 - success_ratio: 0.7392 - r_coeff: 0.5164 - val_loss: 2.6217 - val_success_ratio: 0.7500 - val_r_coeff: 0.4466
Epoch 3618/6000
0s - loss: 2.1762 - success_ratio: 0.7418 - r_coeff: 0.5164 - val_loss: 2.6220 - val_success_ratio: 0.7500 - val_r_coeff: 0.4466
Epoch 3619/6000
0s - loss: 2.1762 - success_ratio: 0.7418 - r_coeff: 0.5164 - val_loss: 2.6221 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3620/6000
0s - loss: 2.1761 - success_ratio: 0.7443 - r_coeff: 0.5164 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3621/6000
0s - loss: 2.1761 - success_ratio: 0.7443 - r_coeff: 0.5164 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3622/6000
0s - loss: 2.1761 - success_ratio: 0.7443 - r_coeff: 0.5164 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3623/6000
0s - loss: 2.1761 - success_ratio: 0.7443 - r_coeff: 0.5164 - val_loss: 2.6220 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3624/6000
0s - loss: 2.1760 - success_ratio: 0.7443 - r_coeff: 0.5164 - val_loss: 2.6218 - val_success_ratio: 0.7500 - val_r_coeff: 0.4466
Epoch 3625/6000
0s - loss: 2.1760 - success_ratio: 0.7443 - r_coeff: 0.5164 - val_loss: 2.6215 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3626/6000
0s - loss: 2.1760 - success_ratio: 0.7443 - r_coeff: 0.5165 - val_loss: 2.6212 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3627/6000
0s - loss: 2.1760 - success_ratio: 0.7443 - r_coeff: 0.5165 - val_loss: 2.6209 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3628/6000
0s - loss: 2.1759 - success_ratio: 0.7418 - r_coeff: 0.5165 - val_loss: 2.6206 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3629/6000
0s - loss: 2.1759 - success_ratio: 0.7418 - r_coeff: 0.5165 - val_loss: 2.6203 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3630/6000
0s - loss: 2.1759 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3631/6000
0s - loss: 2.1759 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6199 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3632/6000
0s - loss: 2.1759 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6199 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3633/6000
0s - loss: 2.1758 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3634/6000
0s - loss: 2.1758 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3635/6000
0s - loss: 2.1758 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3636/6000
0s - loss: 2.1758 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3637/6000
0s - loss: 2.1757 - success_ratio: 0.7392 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3638/6000
0s - loss: 2.1757 - success_ratio: 0.7418 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3639/6000
0s - loss: 2.1757 - success_ratio: 0.7418 - r_coeff: 0.5165 - val_loss: 2.6199 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3640/6000
0s - loss: 2.1757 - success_ratio: 0.7418 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3641/6000
0s - loss: 2.1757 - success_ratio: 0.7443 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3642/6000
0s - loss: 2.1756 - success_ratio: 0.7443 - r_coeff: 0.5165 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3643/6000
0s - loss: 2.1756 - success_ratio: 0.7443 - r_coeff: 0.5165 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3644/6000
0s - loss: 2.1756 - success_ratio: 0.7443 - r_coeff: 0.5165 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3645/6000
0s - loss: 2.1756 - success_ratio: 0.7443 - r_coeff: 0.5165 - val_loss: 2.6196 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3646/6000
0s - loss: 2.1756 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6195 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3647/6000
0s - loss: 2.1755 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3648/6000
0s - loss: 2.1755 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3649/6000
0s - loss: 2.1755 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3650/6000
0s - loss: 2.1755 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3651/6000
0s - loss: 2.1754 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3652/6000
0s - loss: 2.1754 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3653/6000
0s - loss: 2.1754 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3654/6000
0s - loss: 2.1754 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3655/6000
0s - loss: 2.1754 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3656/6000
0s - loss: 2.1753 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3657/6000
0s - loss: 2.1753 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3658/6000
0s - loss: 2.1753 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3659/6000
0s - loss: 2.1753 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3660/6000
0s - loss: 2.1753 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6190 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3661/6000
0s - loss: 2.1752 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3662/6000
0s - loss: 2.1752 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6188 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3663/6000
0s - loss: 2.1752 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6188 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3664/6000
0s - loss: 2.1752 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3665/6000
0s - loss: 2.1752 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3666/6000
0s - loss: 2.1751 - success_ratio: 0.7443 - r_coeff: 0.5166 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3667/6000
0s - loss: 2.1751 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3668/6000
0s - loss: 2.1751 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3669/6000
0s - loss: 2.1751 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3670/6000
0s - loss: 2.1751 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3671/6000
0s - loss: 2.1750 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3672/6000
0s - loss: 2.1750 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3673/6000
0s - loss: 2.1750 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3674/6000
0s - loss: 2.1750 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3675/6000
0s - loss: 2.1750 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3676/6000
0s - loss: 2.1749 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6184 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3677/6000
0s - loss: 2.1749 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3678/6000
0s - loss: 2.1749 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3679/6000
0s - loss: 2.1749 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3680/6000
0s - loss: 2.1749 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3681/6000
0s - loss: 2.1748 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3682/6000
0s - loss: 2.1748 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3683/6000
0s - loss: 2.1748 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3684/6000
0s - loss: 2.1748 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3685/6000
0s - loss: 2.1748 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3686/6000
0s - loss: 2.1747 - success_ratio: 0.7443 - r_coeff: 0.5167 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3687/6000
0s - loss: 2.1747 - success_ratio: 0.7418 - r_coeff: 0.5167 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3688/6000
0s - loss: 2.1747 - success_ratio: 0.7418 - r_coeff: 0.5167 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3689/6000
0s - loss: 2.1747 - success_ratio: 0.7418 - r_coeff: 0.5167 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3690/6000
0s - loss: 2.1747 - success_ratio: 0.7418 - r_coeff: 0.5168 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3691/6000
0s - loss: 2.1746 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3692/6000
0s - loss: 2.1746 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3693/6000
0s - loss: 2.1746 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3694/6000
0s - loss: 2.1746 - success_ratio: 0.7418 - r_coeff: 0.5168 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3695/6000
0s - loss: 2.1746 - success_ratio: 0.7418 - r_coeff: 0.5168 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3696/6000
0s - loss: 2.1745 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3697/6000
0s - loss: 2.1745 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3698/6000
0s - loss: 2.1745 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3699/6000
0s - loss: 2.1745 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3700/6000
0s - loss: 2.1744 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6188 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3701/6000
0s - loss: 2.1744 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3702/6000
0s - loss: 2.1744 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3703/6000
0s - loss: 2.1744 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3704/6000
0s - loss: 2.1743 - success_ratio: 0.7443 - r_coeff: 0.5168 - val_loss: 2.6194 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3705/6000
0s - loss: 2.1743 - success_ratio: 0.7468 - r_coeff: 0.5168 - val_loss: 2.6196 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3706/6000
0s - loss: 2.1743 - success_ratio: 0.7468 - r_coeff: 0.5168 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3707/6000
0s - loss: 2.1743 - success_ratio: 0.7468 - r_coeff: 0.5168 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3708/6000
0s - loss: 2.1742 - success_ratio: 0.7468 - r_coeff: 0.5168 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3709/6000
0s - loss: 2.1742 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3710/6000
0s - loss: 2.1742 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3711/6000
0s - loss: 2.1742 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6199 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3712/6000
0s - loss: 2.1741 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3713/6000
0s - loss: 2.1741 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3714/6000
0s - loss: 2.1741 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3715/6000
0s - loss: 2.1741 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3716/6000
0s - loss: 2.1740 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3717/6000
0s - loss: 2.1740 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3718/6000
0s - loss: 2.1740 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3719/6000
0s - loss: 2.1740 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3720/6000
0s - loss: 2.1739 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3721/6000
0s - loss: 2.1739 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3722/6000
0s - loss: 2.1739 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3723/6000
0s - loss: 2.1739 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3724/6000
0s - loss: 2.1738 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3725/6000
0s - loss: 2.1738 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3726/6000
0s - loss: 2.1738 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3727/6000
0s - loss: 2.1738 - success_ratio: 0.7468 - r_coeff: 0.5169 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3728/6000
0s - loss: 2.1738 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3729/6000
0s - loss: 2.1737 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3730/6000
0s - loss: 2.1737 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3731/6000
0s - loss: 2.1737 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3732/6000
0s - loss: 2.1737 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3733/6000
0s - loss: 2.1736 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6203 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3734/6000
0s - loss: 2.1736 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6203 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3735/6000
0s - loss: 2.1736 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6204 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3736/6000
0s - loss: 2.1736 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6204 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3737/6000
0s - loss: 2.1735 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6205 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3738/6000
0s - loss: 2.1735 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6205 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3739/6000
0s - loss: 2.1735 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6206 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3740/6000
0s - loss: 2.1735 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6206 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3741/6000
0s - loss: 2.1734 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6207 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3742/6000
0s - loss: 2.1734 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6207 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3743/6000
0s - loss: 2.1734 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6208 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3744/6000
0s - loss: 2.1734 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6208 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3745/6000
0s - loss: 2.1734 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6209 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3746/6000
0s - loss: 2.1733 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6210 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3747/6000
0s - loss: 2.1733 - success_ratio: 0.7468 - r_coeff: 0.5170 - val_loss: 2.6210 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3748/6000
0s - loss: 2.1733 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6211 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3749/6000
0s - loss: 2.1733 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6211 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3750/6000
0s - loss: 2.1732 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6211 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3751/6000
0s - loss: 2.1732 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6211 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3752/6000
0s - loss: 2.1732 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6211 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3753/6000
0s - loss: 2.1732 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6213 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3754/6000
0s - loss: 2.1732 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6216 - val_success_ratio: 0.7500 - val_r_coeff: 0.4466
Epoch 3755/6000
0s - loss: 2.1731 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6218 - val_success_ratio: 0.7500 - val_r_coeff: 0.4466
Epoch 3756/6000
0s - loss: 2.1731 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6221 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3757/6000
0s - loss: 2.1731 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6224 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3758/6000
0s - loss: 2.1730 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6227 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3759/6000
0s - loss: 2.1730 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6230 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3760/6000
0s - loss: 2.1730 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6232 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3761/6000
0s - loss: 2.1730 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6233 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3762/6000
0s - loss: 2.1729 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6232 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3763/6000
0s - loss: 2.1729 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6231 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3764/6000
0s - loss: 2.1729 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6230 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3765/6000
0s - loss: 2.1729 - success_ratio: 0.7468 - r_coeff: 0.5171 - val_loss: 2.6228 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3766/6000
0s - loss: 2.1728 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6226 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3767/6000
0s - loss: 2.1728 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6225 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3768/6000
0s - loss: 2.1728 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6224 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3769/6000
0s - loss: 2.1728 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6223 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3770/6000
0s - loss: 2.1727 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3771/6000
0s - loss: 2.1727 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6221 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3772/6000
0s - loss: 2.1727 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6221 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3773/6000
0s - loss: 2.1727 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3774/6000
0s - loss: 2.1726 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6223 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3775/6000
0s - loss: 2.1726 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6224 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3776/6000
0s - loss: 2.1726 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6225 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3777/6000
0s - loss: 2.1726 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6226 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3778/6000
0s - loss: 2.1725 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6227 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3779/6000
0s - loss: 2.1725 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6228 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3780/6000
0s - loss: 2.1725 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6230 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3781/6000
0s - loss: 2.1725 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6231 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3782/6000
0s - loss: 2.1724 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6232 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3783/6000
0s - loss: 2.1724 - success_ratio: 0.7468 - r_coeff: 0.5172 - val_loss: 2.6233 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3784/6000
0s - loss: 2.1724 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6233 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3785/6000
0s - loss: 2.1724 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6233 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3786/6000
0s - loss: 2.1723 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6233 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3787/6000
0s - loss: 2.1723 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6233 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3788/6000
0s - loss: 2.1723 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6232 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3789/6000
0s - loss: 2.1723 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6233 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3790/6000
0s - loss: 2.1722 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6235 - val_success_ratio: 0.7500 - val_r_coeff: 0.4462
Epoch 3791/6000
0s - loss: 2.1722 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6237 - val_success_ratio: 0.7500 - val_r_coeff: 0.4462
Epoch 3792/6000
0s - loss: 2.1722 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6240 - val_success_ratio: 0.7500 - val_r_coeff: 0.4461
Epoch 3793/6000
0s - loss: 2.1721 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6242 - val_success_ratio: 0.7500 - val_r_coeff: 0.4461
Epoch 3794/6000
0s - loss: 2.1721 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6244 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3795/6000
0s - loss: 2.1721 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6245 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3796/6000
0s - loss: 2.1720 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3797/6000
0s - loss: 2.1720 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6247 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3798/6000
0s - loss: 2.1720 - success_ratio: 0.7468 - r_coeff: 0.5173 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3799/6000
0s - loss: 2.1719 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6246 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3800/6000
0s - loss: 2.1719 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6244 - val_success_ratio: 0.7500 - val_r_coeff: 0.4460
Epoch 3801/6000
0s - loss: 2.1719 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6242 - val_success_ratio: 0.7500 - val_r_coeff: 0.4461
Epoch 3802/6000
0s - loss: 2.1718 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6239 - val_success_ratio: 0.7500 - val_r_coeff: 0.4461
Epoch 3803/6000
0s - loss: 2.1718 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6236 - val_success_ratio: 0.7500 - val_r_coeff: 0.4462
Epoch 3804/6000
0s - loss: 2.1717 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6232 - val_success_ratio: 0.7500 - val_r_coeff: 0.4463
Epoch 3805/6000
0s - loss: 2.1717 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6229 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3806/6000
0s - loss: 2.1716 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6227 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3807/6000
0s - loss: 2.1716 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6225 - val_success_ratio: 0.7500 - val_r_coeff: 0.4464
Epoch 3808/6000
0s - loss: 2.1716 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6223 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3809/6000
0s - loss: 2.1715 - success_ratio: 0.7468 - r_coeff: 0.5174 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3810/6000
0s - loss: 2.1715 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3811/6000
0s - loss: 2.1714 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6222 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3812/6000
0s - loss: 2.1714 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6223 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3813/6000
0s - loss: 2.1714 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6223 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3814/6000
0s - loss: 2.1714 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6221 - val_success_ratio: 0.7500 - val_r_coeff: 0.4465
Epoch 3815/6000
0s - loss: 2.1713 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6218 - val_success_ratio: 0.7500 - val_r_coeff: 0.4466
Epoch 3816/6000
0s - loss: 2.1713 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6215 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3817/6000
0s - loss: 2.1713 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6213 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3818/6000
0s - loss: 2.1712 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6211 - val_success_ratio: 0.7500 - val_r_coeff: 0.4467
Epoch 3819/6000
0s - loss: 2.1712 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6208 - val_success_ratio: 0.7500 - val_r_coeff: 0.4468
Epoch 3820/6000
0s - loss: 2.1712 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6206 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3821/6000
0s - loss: 2.1711 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6203 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3822/6000
0s - loss: 2.1711 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3823/6000
0s - loss: 2.1711 - success_ratio: 0.7468 - r_coeff: 0.5175 - val_loss: 2.6199 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3824/6000
0s - loss: 2.1711 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6199 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3825/6000
0s - loss: 2.1710 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3826/6000
0s - loss: 2.1710 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3827/6000
0s - loss: 2.1710 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3828/6000
0s - loss: 2.1709 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3829/6000
0s - loss: 2.1709 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3830/6000
0s - loss: 2.1709 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3831/6000
0s - loss: 2.1709 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3832/6000
0s - loss: 2.1708 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3833/6000
0s - loss: 2.1708 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3834/6000
0s - loss: 2.1708 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3835/6000
0s - loss: 2.1707 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3836/6000
0s - loss: 2.1707 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3837/6000
0s - loss: 2.1707 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3838/6000
0s - loss: 2.1707 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3839/6000
0s - loss: 2.1706 - success_ratio: 0.7468 - r_coeff: 0.5176 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3840/6000
0s - loss: 2.1706 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3841/6000
0s - loss: 2.1706 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3842/6000
0s - loss: 2.1706 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3843/6000
0s - loss: 2.1705 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3844/6000
0s - loss: 2.1705 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6202 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3845/6000
0s - loss: 2.1705 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4469
Epoch 3846/6000
0s - loss: 2.1705 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3847/6000
0s - loss: 2.1704 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6201 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3848/6000
0s - loss: 2.1704 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3849/6000
0s - loss: 2.1704 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6200 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3850/6000
0s - loss: 2.1704 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6199 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3851/6000
0s - loss: 2.1703 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3852/6000
0s - loss: 2.1703 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3853/6000
0s - loss: 2.1703 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3854/6000
0s - loss: 2.1703 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3855/6000
0s - loss: 2.1702 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3856/6000
0s - loss: 2.1702 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3857/6000
0s - loss: 2.1702 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3858/6000
0s - loss: 2.1702 - success_ratio: 0.7468 - r_coeff: 0.5177 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3859/6000
0s - loss: 2.1701 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3860/6000
0s - loss: 2.1701 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3861/6000
0s - loss: 2.1701 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3862/6000
0s - loss: 2.1701 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3863/6000
0s - loss: 2.1700 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3864/6000
0s - loss: 2.1700 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3865/6000
0s - loss: 2.1700 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3866/6000
0s - loss: 2.1700 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3867/6000
0s - loss: 2.1700 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3868/6000
0s - loss: 2.1699 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3869/6000
0s - loss: 2.1699 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3870/6000
0s - loss: 2.1699 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3871/6000
0s - loss: 2.1699 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3872/6000
0s - loss: 2.1698 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3873/6000
0s - loss: 2.1698 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3874/6000
0s - loss: 2.1698 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3875/6000
0s - loss: 2.1698 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3876/6000
0s - loss: 2.1697 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3877/6000
0s - loss: 2.1697 - success_ratio: 0.7468 - r_coeff: 0.5178 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3878/6000
0s - loss: 2.1697 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6198 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3879/6000
0s - loss: 2.1697 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3880/6000
0s - loss: 2.1697 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3881/6000
0s - loss: 2.1696 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3882/6000
0s - loss: 2.1696 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3883/6000
0s - loss: 2.1696 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3884/6000
0s - loss: 2.1696 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3885/6000
0s - loss: 2.1695 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3886/6000
0s - loss: 2.1695 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3887/6000
0s - loss: 2.1695 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3888/6000
0s - loss: 2.1695 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3889/6000
0s - loss: 2.1695 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3890/6000
0s - loss: 2.1694 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3891/6000
0s - loss: 2.1694 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3892/6000
0s - loss: 2.1694 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3893/6000
0s - loss: 2.1694 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3894/6000
0s - loss: 2.1693 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3895/6000
0s - loss: 2.1693 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3896/6000
0s - loss: 2.1693 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6197 - val_success_ratio: 0.7500 - val_r_coeff: 0.4470
Epoch 3897/6000
0s - loss: 2.1693 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6196 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3898/6000
0s - loss: 2.1693 - success_ratio: 0.7468 - r_coeff: 0.5179 - val_loss: 2.6195 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3899/6000
0s - loss: 2.1692 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6194 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3900/6000
0s - loss: 2.1692 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3901/6000
0s - loss: 2.1692 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3902/6000
0s - loss: 2.1692 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3903/6000
0s - loss: 2.1692 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3904/6000
0s - loss: 2.1692 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3905/6000
0s - loss: 2.1691 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3906/6000
0s - loss: 2.1691 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3907/6000
0s - loss: 2.1691 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3908/6000
0s - loss: 2.1691 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3909/6000
0s - loss: 2.1691 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3910/6000
0s - loss: 2.1690 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3911/6000
0s - loss: 2.1690 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3912/6000
0s - loss: 2.1690 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3913/6000
0s - loss: 2.1690 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3914/6000
0s - loss: 2.1690 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3915/6000
0s - loss: 2.1690 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3916/6000
0s - loss: 2.1689 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3917/6000
0s - loss: 2.1689 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3918/6000
0s - loss: 2.1689 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6193 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3919/6000
0s - loss: 2.1689 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3920/6000
0s - loss: 2.1689 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3921/6000
0s - loss: 2.1689 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3922/6000
0s - loss: 2.1688 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3923/6000
0s - loss: 2.1688 - success_ratio: 0.7468 - r_coeff: 0.5180 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3924/6000
0s - loss: 2.1688 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3925/6000
0s - loss: 2.1688 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6192 - val_success_ratio: 0.7500 - val_r_coeff: 0.4471
Epoch 3926/6000
0s - loss: 2.1688 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3927/6000
0s - loss: 2.1688 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3928/6000
0s - loss: 2.1687 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3929/6000
0s - loss: 2.1687 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3930/6000
0s - loss: 2.1687 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3931/6000
0s - loss: 2.1687 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3932/6000
0s - loss: 2.1687 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3933/6000
0s - loss: 2.1687 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3934/6000
0s - loss: 2.1686 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3935/6000
0s - loss: 2.1686 - success_ratio: 0.7468 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3936/6000
0s - loss: 2.1686 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3937/6000
0s - loss: 2.1686 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3938/6000
0s - loss: 2.1686 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6191 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3939/6000
0s - loss: 2.1686 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6190 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3940/6000
0s - loss: 2.1685 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6190 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3941/6000
0s - loss: 2.1685 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6190 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3942/6000
0s - loss: 2.1685 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6190 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3943/6000
0s - loss: 2.1685 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6190 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3944/6000
0s - loss: 2.1685 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3945/6000
0s - loss: 2.1685 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3946/6000
0s - loss: 2.1685 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3947/6000
0s - loss: 2.1684 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3948/6000
0s - loss: 2.1684 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3949/6000
0s - loss: 2.1684 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3950/6000
0s - loss: 2.1684 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3951/6000
0s - loss: 2.1684 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6190 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3952/6000
0s - loss: 2.1684 - success_ratio: 0.7443 - r_coeff: 0.5181 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3953/6000
0s - loss: 2.1684 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3954/6000
0s - loss: 2.1683 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6189 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3955/6000
0s - loss: 2.1683 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6188 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3956/6000
0s - loss: 2.1683 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3957/6000
0s - loss: 2.1683 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3958/6000
0s - loss: 2.1683 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3959/6000
0s - loss: 2.1683 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3960/6000
0s - loss: 2.1683 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3961/6000
0s - loss: 2.1682 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3962/6000
0s - loss: 2.1682 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6187 - val_success_ratio: 0.7500 - val_r_coeff: 0.4472
Epoch 3963/6000
0s - loss: 2.1682 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3964/6000
0s - loss: 2.1682 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6186 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3965/6000
0s - loss: 2.1682 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3966/6000
0s - loss: 2.1682 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3967/6000
0s - loss: 2.1682 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3968/6000
0s - loss: 2.1681 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3969/6000
0s - loss: 2.1681 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3970/6000
0s - loss: 2.1681 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3971/6000
0s - loss: 2.1681 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3972/6000
0s - loss: 2.1681 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3973/6000
0s - loss: 2.1681 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6184 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3974/6000
0s - loss: 2.1680 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3975/6000
0s - loss: 2.1680 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6185 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3976/6000
0s - loss: 2.1680 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6184 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3977/6000
0s - loss: 2.1680 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3978/6000
0s - loss: 2.1680 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3979/6000
0s - loss: 2.1680 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3980/6000
0s - loss: 2.1680 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6183 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3981/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4473
Epoch 3982/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3983/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5182 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3984/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3985/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3986/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3987/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3988/6000
0s - loss: 2.1679 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3989/6000
0s - loss: 2.1678 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3990/6000
0s - loss: 2.1678 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6182 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3991/6000
0s - loss: 2.1678 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3992/6000
0s - loss: 2.1678 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3993/6000
0s - loss: 2.1678 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3994/6000
0s - loss: 2.1678 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3995/6000
0s - loss: 2.1678 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3996/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3997/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3998/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 3999/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4000/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4001/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4002/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4003/6000
0s - loss: 2.1677 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4004/6000
0s - loss: 2.1676 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4005/6000
0s - loss: 2.1676 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4006/6000
0s - loss: 2.1676 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4007/6000
0s - loss: 2.1676 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4008/6000
0s - loss: 2.1676 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4009/6000
0s - loss: 2.1676 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4010/6000
0s - loss: 2.1676 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4011/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4012/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4013/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4014/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4015/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4016/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6177 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4017/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5183 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4018/6000
0s - loss: 2.1675 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4019/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4020/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4021/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4022/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6177 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4023/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4024/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4025/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6177 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4026/6000
0s - loss: 2.1674 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4027/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4028/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4029/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4030/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4031/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4032/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4033/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4034/6000
0s - loss: 2.1673 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4035/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4036/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4037/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4038/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4039/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4040/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4041/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4042/6000
0s - loss: 2.1672 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4043/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4044/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4045/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4046/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4047/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4048/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4049/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4050/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4051/6000
0s - loss: 2.1671 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4052/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4053/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4054/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5184 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4055/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5185 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4056/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4057/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5185 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4058/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5185 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4059/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4060/6000
0s - loss: 2.1670 - success_ratio: 0.7443 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4061/6000
0s - loss: 2.1670 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4062/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4063/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4064/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4065/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4066/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4067/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4068/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4069/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4070/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4071/6000
0s - loss: 2.1669 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4072/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4073/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4074/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6177 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4075/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4076/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4077/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4078/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4079/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4080/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4081/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4082/6000
0s - loss: 2.1668 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4083/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4084/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4085/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4086/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4087/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4088/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4089/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4090/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4091/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4092/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4093/6000
0s - loss: 2.1667 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4094/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4095/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4096/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4097/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4098/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4099/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6181 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4100/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6180 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4101/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6179 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4102/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6178 - val_success_ratio: 0.7500 - val_r_coeff: 0.4474
Epoch 4103/6000
0s - loss: 2.1666 - success_ratio: 0.7418 - r_coeff: 0.5185 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4104/6000
0s - loss: 2.1666 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4105/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4106/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4107/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4108/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6176 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4109/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4110/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4111/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6175 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4112/6000
0s - loss: 2.1665 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6174 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4113/6000
0s - loss: 2.1664 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4475
Epoch 4114/6000
0s - loss: 2.1664 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6173 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4115/6000
0s - loss: 2.1664 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4116/6000
0s - loss: 2.1664 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4117/6000
0s - loss: 2.1664 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4118/6000
0s - loss: 2.1664 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6172 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4119/6000
0s - loss: 2.1664 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4120/6000
0s - loss: 2.1663 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4121/6000
0s - loss: 2.1663 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4122/6000
0s - loss: 2.1663 - success_ratio: 0.7418 - r_coeff: 0.5186 - val_loss: 2.6171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4123/6000
0s - loss: 2.1663 - success_ratio: 0.7418 - r_coeff: 0.5186 - val_loss: 2.6171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4124/6000
0s - loss: 2.1663 - success_ratio: 0.7418 - r_coeff: 0.5186 - val_loss: 2.6170 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4125/6000
0s - loss: 2.1663 - success_ratio: 0.7418 - r_coeff: 0.5186 - val_loss: 2.6170 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4126/6000
0s - loss: 2.1663 - success_ratio: 0.7418 - r_coeff: 0.5186 - val_loss: 2.6169 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4127/6000
0s - loss: 2.1662 - success_ratio: 0.7418 - r_coeff: 0.5186 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4128/6000
0s - loss: 2.1662 - success_ratio: 0.7418 - r_coeff: 0.5186 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4129/6000
0s - loss: 2.1662 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4130/6000
0s - loss: 2.1662 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6164 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4131/6000
0s - loss: 2.1662 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4132/6000
0s - loss: 2.1662 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4133/6000
0s - loss: 2.1662 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4134/6000
0s - loss: 2.1661 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4135/6000
0s - loss: 2.1661 - success_ratio: 0.7392 - r_coeff: 0.5186 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4136/6000
0s - loss: 2.1661 - success_ratio: 0.7392 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4137/6000
0s - loss: 2.1661 - success_ratio: 0.7392 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4138/6000
0s - loss: 2.1661 - success_ratio: 0.7392 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4139/6000
0s - loss: 2.1661 - success_ratio: 0.7392 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4140/6000
0s - loss: 2.1661 - success_ratio: 0.7392 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4141/6000
0s - loss: 2.1660 - success_ratio: 0.7392 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4142/6000
0s - loss: 2.1660 - success_ratio: 0.7392 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4143/6000
0s - loss: 2.1660 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4144/6000
0s - loss: 2.1660 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4145/6000
0s - loss: 2.1660 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4146/6000
0s - loss: 2.1660 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4147/6000
0s - loss: 2.1660 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4148/6000
0s - loss: 2.1660 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4149/6000
0s - loss: 2.1659 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4150/6000
0s - loss: 2.1659 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4151/6000
0s - loss: 2.1659 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4152/6000
0s - loss: 2.1659 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4153/6000
0s - loss: 2.1659 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4154/6000
0s - loss: 2.1659 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4155/6000
0s - loss: 2.1659 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4156/6000
0s - loss: 2.1658 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4157/6000
0s - loss: 2.1658 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4158/6000
0s - loss: 2.1658 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4159/6000
0s - loss: 2.1658 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4160/6000
0s - loss: 2.1658 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6159 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4161/6000
0s - loss: 2.1658 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6159 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4162/6000
0s - loss: 2.1658 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4163/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4164/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4165/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6157 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4166/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4167/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4168/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6159 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4169/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5187 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4170/6000
0s - loss: 2.1657 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4171/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4172/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4173/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4174/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4175/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4176/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4177/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4178/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4179/6000
0s - loss: 2.1656 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4180/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4181/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4182/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4183/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4184/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4185/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4186/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6164 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4187/6000
0s - loss: 2.1655 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6164 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4188/6000
0s - loss: 2.1654 - success_ratio: 0.7418 - r_coeff: 0.5188 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4189/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4190/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4191/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4192/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4193/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4194/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4195/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4196/6000
0s - loss: 2.1654 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4197/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4198/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4199/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4200/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4201/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4202/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4203/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4204/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4205/6000
0s - loss: 2.1653 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4206/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4207/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4208/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5188 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4209/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4210/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4211/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4212/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4213/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4214/6000
0s - loss: 2.1652 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4215/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4216/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4217/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4218/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4219/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4220/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4221/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4222/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4223/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4224/6000
0s - loss: 2.1651 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4225/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4226/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4227/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4228/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4229/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4230/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4231/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4232/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4233/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4234/6000
0s - loss: 2.1650 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4235/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4236/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4237/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4238/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4239/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4240/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4241/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4242/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4243/6000
0s - loss: 2.1649 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4244/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4245/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4246/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4247/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4248/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4249/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4250/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4251/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4252/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5189 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4253/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4254/6000
0s - loss: 2.1648 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4255/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4256/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4257/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4258/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4259/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6168 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4260/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6169 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4261/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6170 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4262/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6170 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4263/6000
0s - loss: 2.1647 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6171 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4264/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6170 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4265/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6169 - val_success_ratio: 0.7500 - val_r_coeff: 0.4476
Epoch 4266/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6167 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4267/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6166 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4268/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6164 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4269/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4270/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4271/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4272/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4273/6000
0s - loss: 2.1646 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4274/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4275/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4276/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4277/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4278/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4279/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6164 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4280/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4281/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4282/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6165 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4283/6000
0s - loss: 2.1645 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6164 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4284/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6163 - val_success_ratio: 0.7500 - val_r_coeff: 0.4477
Epoch 4285/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4286/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4287/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4288/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4289/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4290/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4291/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4292/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6162 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4293/6000
0s - loss: 2.1644 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4294/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4295/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4296/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5190 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4297/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4298/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4299/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4300/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4301/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6161 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4302/6000
0s - loss: 2.1643 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4303/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6160 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4304/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6159 - val_success_ratio: 0.7500 - val_r_coeff: 0.4478
Epoch 4305/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4306/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6157 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4307/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6157 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4308/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4309/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4310/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4311/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4312/6000
0s - loss: 2.1642 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4313/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4314/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6157 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4315/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6157 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4316/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4317/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4318/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4319/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6158 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4320/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6157 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4321/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4322/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6156 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4323/6000
0s - loss: 2.1641 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6155 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4324/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6154 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4325/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6154 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4326/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6154 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4327/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6154 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4328/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6154 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4329/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6154 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4330/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6154 - val_success_ratio: 0.7500 - val_r_coeff: 0.4479
Epoch 4331/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6153 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4332/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6153 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4333/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6153 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4334/6000
0s - loss: 2.1640 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6153 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4335/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6152 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4336/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6151 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4337/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6151 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4338/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6150 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4339/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6150 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4340/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6150 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4341/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6150 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4342/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6151 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4343/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5191 - val_loss: 2.6151 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4344/6000
0s - loss: 2.1639 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6151 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4345/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6150 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4346/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6149 - val_success_ratio: 0.7500 - val_r_coeff: 0.4480
Epoch 4347/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6148 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4348/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6146 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4349/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6144 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4350/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6144 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4351/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6144 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4352/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6145 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4353/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6147 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4354/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6147 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4355/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6148 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4356/6000
0s - loss: 2.1638 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6148 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4357/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6147 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4358/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6145 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4359/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6143 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4360/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6141 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4361/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6140 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4362/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6141 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4363/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6142 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4364/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6143 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4365/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6144 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4366/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6144 - val_success_ratio: 0.7500 - val_r_coeff: 0.4481
Epoch 4367/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6144 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4368/6000
0s - loss: 2.1637 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6142 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4369/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6142 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4370/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6142 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4371/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6141 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4372/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6141 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4373/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6140 - val_success_ratio: 0.7500 - val_r_coeff: 0.4482
Epoch 4374/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6139 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4375/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6138 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4376/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6138 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4377/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6138 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4378/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6138 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4379/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6137 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4380/6000
0s - loss: 2.1636 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6136 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4381/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6136 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4382/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6135 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4383/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6135 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4384/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6135 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4385/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6135 - val_success_ratio: 0.7500 - val_r_coeff: 0.4483
Epoch 4386/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6134 - val_success_ratio: 0.7500 - val_r_coeff: 0.4484
Epoch 4387/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6134 - val_success_ratio: 0.7500 - val_r_coeff: 0.4484
Epoch 4388/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6133 - val_success_ratio: 0.7500 - val_r_coeff: 0.4484
Epoch 4389/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6132 - val_success_ratio: 0.7500 - val_r_coeff: 0.4484
Epoch 4390/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6131 - val_success_ratio: 0.7500 - val_r_coeff: 0.4484
Epoch 4391/6000
0s - loss: 2.1635 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6130 - val_success_ratio: 0.7500 - val_r_coeff: 0.4485
Epoch 4392/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6128 - val_success_ratio: 0.7500 - val_r_coeff: 0.4485
Epoch 4393/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6127 - val_success_ratio: 0.7500 - val_r_coeff: 0.4485
Epoch 4394/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5192 - val_loss: 2.6125 - val_success_ratio: 0.7500 - val_r_coeff: 0.4485
Epoch 4395/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6124 - val_success_ratio: 0.7500 - val_r_coeff: 0.4486
Epoch 4396/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6123 - val_success_ratio: 0.7500 - val_r_coeff: 0.4486
Epoch 4397/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6121 - val_success_ratio: 0.7500 - val_r_coeff: 0.4486
Epoch 4398/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6120 - val_success_ratio: 0.7500 - val_r_coeff: 0.4487
Epoch 4399/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6119 - val_success_ratio: 0.7500 - val_r_coeff: 0.4487
Epoch 4400/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6118 - val_success_ratio: 0.7500 - val_r_coeff: 0.4487
Epoch 4401/6000
0s - loss: 2.1634 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6117 - val_success_ratio: 0.7500 - val_r_coeff: 0.4487
Epoch 4402/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6115 - val_success_ratio: 0.7500 - val_r_coeff: 0.4488
Epoch 4403/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6114 - val_success_ratio: 0.7500 - val_r_coeff: 0.4488
Epoch 4404/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6113 - val_success_ratio: 0.7500 - val_r_coeff: 0.4488
Epoch 4405/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6112 - val_success_ratio: 0.7500 - val_r_coeff: 0.4488
Epoch 4406/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6110 - val_success_ratio: 0.7500 - val_r_coeff: 0.4489
Epoch 4407/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6109 - val_success_ratio: 0.7500 - val_r_coeff: 0.4489
Epoch 4408/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6108 - val_success_ratio: 0.7500 - val_r_coeff: 0.4489
Epoch 4409/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6107 - val_success_ratio: 0.7500 - val_r_coeff: 0.4489
Epoch 4410/6000
0s - loss: 2.1633 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6106 - val_success_ratio: 0.7500 - val_r_coeff: 0.4490
Epoch 4411/6000
0s - loss: 2.1633 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6105 - val_success_ratio: 0.7500 - val_r_coeff: 0.4490
Epoch 4412/6000
0s - loss: 2.1632 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6104 - val_success_ratio: 0.7500 - val_r_coeff: 0.4490
Epoch 4413/6000
0s - loss: 2.1632 - success_ratio: 0.7443 - r_coeff: 0.5193 - val_loss: 2.6103 - val_success_ratio: 0.7500 - val_r_coeff: 0.4490
Epoch 4414/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6102 - val_success_ratio: 0.7500 - val_r_coeff: 0.4490
Epoch 4415/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6101 - val_success_ratio: 0.7500 - val_r_coeff: 0.4491
Epoch 4416/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6100 - val_success_ratio: 0.7500 - val_r_coeff: 0.4491
Epoch 4417/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6099 - val_success_ratio: 0.7500 - val_r_coeff: 0.4491
Epoch 4418/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6098 - val_success_ratio: 0.7500 - val_r_coeff: 0.4491
Epoch 4419/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6097 - val_success_ratio: 0.7500 - val_r_coeff: 0.4491
Epoch 4420/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6096 - val_success_ratio: 0.7500 - val_r_coeff: 0.4492
Epoch 4421/6000
0s - loss: 2.1632 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6095 - val_success_ratio: 0.7500 - val_r_coeff: 0.4492
Epoch 4422/6000
0s - loss: 2.1631 - success_ratio: 0.7418 - r_coeff: 0.5193 - val_loss: 2.6094 - val_success_ratio: 0.7500 - val_r_coeff: 0.4492
Epoch 4423/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6093 - val_success_ratio: 0.7500 - val_r_coeff: 0.4492
Epoch 4424/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6092 - val_success_ratio: 0.7500 - val_r_coeff: 0.4492
Epoch 4425/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6091 - val_success_ratio: 0.7500 - val_r_coeff: 0.4493
Epoch 4426/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6091 - val_success_ratio: 0.7500 - val_r_coeff: 0.4493
Epoch 4427/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6090 - val_success_ratio: 0.7500 - val_r_coeff: 0.4493
Epoch 4428/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6090 - val_success_ratio: 0.7500 - val_r_coeff: 0.4493
Epoch 4429/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6089 - val_success_ratio: 0.7500 - val_r_coeff: 0.4493
Epoch 4430/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6088 - val_success_ratio: 0.7500 - val_r_coeff: 0.4493
Epoch 4431/6000
0s - loss: 2.1631 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6087 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4432/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6086 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4433/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6086 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4434/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6085 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4435/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6084 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4436/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6084 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4437/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6084 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4438/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6083 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4439/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6083 - val_success_ratio: 0.7500 - val_r_coeff: 0.4494
Epoch 4440/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5193 - val_loss: 2.6082 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4441/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6081 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4442/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6080 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4443/6000
0s - loss: 2.1630 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6080 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4444/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6080 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4445/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6079 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4446/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6079 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4447/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6079 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4448/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6079 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4449/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6078 - val_success_ratio: 0.7500 - val_r_coeff: 0.4495
Epoch 4450/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6078 - val_success_ratio: 0.7500 - val_r_coeff: 0.4496
Epoch 4451/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6076 - val_success_ratio: 0.7500 - val_r_coeff: 0.4496
Epoch 4452/6000
0s - loss: 2.1629 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6075 - val_success_ratio: 0.7500 - val_r_coeff: 0.4496
Epoch 4453/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6073 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4454/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6072 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4455/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6071 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4456/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6071 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4457/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6071 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4458/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6071 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4459/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6071 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4460/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6072 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4461/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6071 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4462/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6070 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4463/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6069 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4464/6000
0s - loss: 2.1628 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6069 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4465/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6069 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4466/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6069 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4467/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6069 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4468/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6069 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4469/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6069 - val_success_ratio: 0.7500 - val_r_coeff: 0.4497
Epoch 4470/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6068 - val_success_ratio: 0.7500 - val_r_coeff: 0.4498
Epoch 4471/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6066 - val_success_ratio: 0.7500 - val_r_coeff: 0.4498
Epoch 4472/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6064 - val_success_ratio: 0.7500 - val_r_coeff: 0.4498
Epoch 4473/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6063 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4474/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6062 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4475/6000
0s - loss: 2.1627 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6062 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4476/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6062 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4477/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6063 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4478/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6063 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4479/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6063 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4480/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6063 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4481/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6062 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4482/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6061 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4483/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6060 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4484/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6060 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4485/6000
0s - loss: 2.1626 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6060 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4486/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6060 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4487/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6059 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4488/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6059 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4489/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5194 - val_loss: 2.6059 - val_success_ratio: 0.7500 - val_r_coeff: 0.4499
Epoch 4490/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6058 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4491/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6057 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4492/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6056 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4493/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6056 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4494/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6056 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4495/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6056 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4496/6000
0s - loss: 2.1625 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6055 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4497/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6055 - val_success_ratio: 0.7500 - val_r_coeff: 0.4500
Epoch 4498/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6054 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4499/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6053 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4500/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6052 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4501/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6052 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4502/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6053 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4503/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6053 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4504/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6053 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4505/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6052 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4506/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6050 - val_success_ratio: 0.7500 - val_r_coeff: 0.4501
Epoch 4507/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6049 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4508/6000
0s - loss: 2.1624 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6048 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4509/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6048 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4510/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6048 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4511/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6047 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4512/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6046 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4513/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4514/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4503
Epoch 4515/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4516/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4517/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6046 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4518/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6046 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4519/6000
0s - loss: 2.1623 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6046 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4520/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4521/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4522/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4503
Epoch 4523/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4502
Epoch 4524/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6045 - val_success_ratio: 0.7500 - val_r_coeff: 0.4503
Epoch 4525/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6043 - val_success_ratio: 0.7500 - val_r_coeff: 0.4503
Epoch 4526/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6042 - val_success_ratio: 0.7500 - val_r_coeff: 0.4503
Epoch 4527/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6041 - val_success_ratio: 0.7500 - val_r_coeff: 0.4503
Epoch 4528/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6039 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4529/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6039 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4530/6000
0s - loss: 2.1622 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6038 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4531/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6037 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4532/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6037 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4533/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6037 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4534/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6036 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4535/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6036 - val_success_ratio: 0.7500 - val_r_coeff: 0.4504
Epoch 4536/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6035 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4537/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6035 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4538/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6035 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4539/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6034 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4540/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6034 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4541/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5195 - val_loss: 2.6033 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4542/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6033 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4543/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6033 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4544/6000
0s - loss: 2.1621 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6032 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4545/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6031 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4546/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6031 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4547/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6031 - val_success_ratio: 0.7500 - val_r_coeff: 0.4505
Epoch 4548/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6030 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4549/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6030 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4550/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6030 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4551/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6029 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4552/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6028 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4553/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6028 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4554/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6028 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4555/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6028 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4556/6000
0s - loss: 2.1620 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6027 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4557/6000
0s - loss: 2.1619 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6026 - val_success_ratio: 0.7500 - val_r_coeff: 0.4506
Epoch 4558/6000
0s - loss: 2.1619 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6024 - val_success_ratio: 0.7500 - val_r_coeff: 0.4507
Epoch 4559/6000
0s - loss: 2.1619 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6022 - val_success_ratio: 0.7500 - val_r_coeff: 0.4507
Epoch 4560/6000
0s - loss: 2.1619 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6019 - val_success_ratio: 0.7500 - val_r_coeff: 0.4508
Epoch 4561/6000
0s - loss: 2.1619 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6017 - val_success_ratio: 0.7500 - val_r_coeff: 0.4508
Epoch 4562/6000
0s - loss: 2.1619 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6014 - val_success_ratio: 0.7500 - val_r_coeff: 0.4509
Epoch 4563/6000
0s - loss: 2.1619 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6011 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4564/6000
0s - loss: 2.1619 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6010 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4565/6000
0s - loss: 2.1619 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6009 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4566/6000
0s - loss: 2.1619 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6009 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4567/6000
0s - loss: 2.1618 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6009 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4568/6000
0s - loss: 2.1618 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6008 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4569/6000
0s - loss: 2.1618 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6007 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4570/6000
0s - loss: 2.1618 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6007 - val_success_ratio: 0.7500 - val_r_coeff: 0.4510
Epoch 4571/6000
0s - loss: 2.1618 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6006 - val_success_ratio: 0.7500 - val_r_coeff: 0.4511
Epoch 4572/6000
0s - loss: 2.1618 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6005 - val_success_ratio: 0.7500 - val_r_coeff: 0.4511
Epoch 4573/6000
0s - loss: 2.1618 - success_ratio: 0.7392 - r_coeff: 0.5196 - val_loss: 2.6003 - val_success_ratio: 0.7500 - val_r_coeff: 0.4511
Epoch 4574/6000
0s - loss: 2.1618 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.6001 - val_success_ratio: 0.7500 - val_r_coeff: 0.4512
Epoch 4575/6000
0s - loss: 2.1618 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5999 - val_success_ratio: 0.7500 - val_r_coeff: 0.4512
Epoch 4576/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5997 - val_success_ratio: 0.7500 - val_r_coeff: 0.4513
Epoch 4577/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5995 - val_success_ratio: 0.7500 - val_r_coeff: 0.4513
Epoch 4578/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5993 - val_success_ratio: 0.7500 - val_r_coeff: 0.4513
Epoch 4579/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5992 - val_success_ratio: 0.7500 - val_r_coeff: 0.4514
Epoch 4580/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5991 - val_success_ratio: 0.7500 - val_r_coeff: 0.4514
Epoch 4581/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5991 - val_success_ratio: 0.7500 - val_r_coeff: 0.4514
Epoch 4582/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5990 - val_success_ratio: 0.7500 - val_r_coeff: 0.4514
Epoch 4583/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5990 - val_success_ratio: 0.7500 - val_r_coeff: 0.4514
Epoch 4584/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5989 - val_success_ratio: 0.7500 - val_r_coeff: 0.4514
Epoch 4585/6000
0s - loss: 2.1617 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5988 - val_success_ratio: 0.7500 - val_r_coeff: 0.4514
Epoch 4586/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5988 - val_success_ratio: 0.7500 - val_r_coeff: 0.4515
Epoch 4587/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5987 - val_success_ratio: 0.7500 - val_r_coeff: 0.4515
Epoch 4588/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5986 - val_success_ratio: 0.7500 - val_r_coeff: 0.4515
Epoch 4589/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5196 - val_loss: 2.5986 - val_success_ratio: 0.7500 - val_r_coeff: 0.4515
Epoch 4590/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5985 - val_success_ratio: 0.7500 - val_r_coeff: 0.4515
Epoch 4591/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5983 - val_success_ratio: 0.7500 - val_r_coeff: 0.4515
Epoch 4592/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5982 - val_success_ratio: 0.7500 - val_r_coeff: 0.4516
Epoch 4593/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5981 - val_success_ratio: 0.7500 - val_r_coeff: 0.4516
Epoch 4594/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5980 - val_success_ratio: 0.7400 - val_r_coeff: 0.4516
Epoch 4595/6000
0s - loss: 2.1616 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5979 - val_success_ratio: 0.7400 - val_r_coeff: 0.4516
Epoch 4596/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5978 - val_success_ratio: 0.7400 - val_r_coeff: 0.4517
Epoch 4597/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5977 - val_success_ratio: 0.7400 - val_r_coeff: 0.4517
Epoch 4598/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5976 - val_success_ratio: 0.7400 - val_r_coeff: 0.4517
Epoch 4599/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5976 - val_success_ratio: 0.7400 - val_r_coeff: 0.4517
Epoch 4600/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5975 - val_success_ratio: 0.7400 - val_r_coeff: 0.4517
Epoch 4601/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5974 - val_success_ratio: 0.7400 - val_r_coeff: 0.4517
Epoch 4602/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5974 - val_success_ratio: 0.7400 - val_r_coeff: 0.4517
Epoch 4603/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5973 - val_success_ratio: 0.7400 - val_r_coeff: 0.4518
Epoch 4604/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5973 - val_success_ratio: 0.7400 - val_r_coeff: 0.4518
Epoch 4605/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5972 - val_success_ratio: 0.7400 - val_r_coeff: 0.4518
Epoch 4606/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5972 - val_success_ratio: 0.7400 - val_r_coeff: 0.4518
Epoch 4607/6000
0s - loss: 2.1615 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5971 - val_success_ratio: 0.7400 - val_r_coeff: 0.4518
Epoch 4608/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5970 - val_success_ratio: 0.7400 - val_r_coeff: 0.4518
Epoch 4609/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5969 - val_success_ratio: 0.7400 - val_r_coeff: 0.4518
Epoch 4610/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5968 - val_success_ratio: 0.7400 - val_r_coeff: 0.4519
Epoch 4611/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5968 - val_success_ratio: 0.7400 - val_r_coeff: 0.4519
Epoch 4612/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5967 - val_success_ratio: 0.7400 - val_r_coeff: 0.4519
Epoch 4613/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5967 - val_success_ratio: 0.7400 - val_r_coeff: 0.4519
Epoch 4614/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5967 - val_success_ratio: 0.7400 - val_r_coeff: 0.4519
Epoch 4615/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5966 - val_success_ratio: 0.7400 - val_r_coeff: 0.4519
Epoch 4616/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5965 - val_success_ratio: 0.7400 - val_r_coeff: 0.4519
Epoch 4617/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5963 - val_success_ratio: 0.7400 - val_r_coeff: 0.4520
Epoch 4618/6000
0s - loss: 2.1614 - success_ratio: 0.7367 - r_coeff: 0.5197 - val_loss: 2.5962 - val_success_ratio: 0.7400 - val_r_coeff: 0.4520
Epoch 4619/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5961 - val_success_ratio: 0.7400 - val_r_coeff: 0.4520
Epoch 4620/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5961 - val_success_ratio: 0.7400 - val_r_coeff: 0.4520
Epoch 4621/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5961 - val_success_ratio: 0.7400 - val_r_coeff: 0.4520
Epoch 4622/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5961 - val_success_ratio: 0.7400 - val_r_coeff: 0.4520
Epoch 4623/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5960 - val_success_ratio: 0.7400 - val_r_coeff: 0.4520
Epoch 4624/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5959 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4625/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5958 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4626/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5957 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4627/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5956 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4628/6000
0s - loss: 2.1613 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5955 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4629/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5954 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4630/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5954 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4631/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5953 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4632/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5951 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4633/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5950 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4634/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4635/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4636/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5197 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4637/6000
0s - loss: 2.1612 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4638/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4639/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4640/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5948 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4641/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5947 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4642/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5945 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4643/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5945 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4644/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5946 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4645/6000
0s - loss: 2.1611 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5947 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4646/6000
0s - loss: 2.1610 - success_ratio: 0.7392 - r_coeff: 0.5198 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4647/6000
0s - loss: 2.1610 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5951 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4648/6000
0s - loss: 2.1610 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5952 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4649/6000
0s - loss: 2.1610 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5952 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4650/6000
0s - loss: 2.1610 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5952 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4651/6000
0s - loss: 2.1610 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5951 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4652/6000
0s - loss: 2.1610 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4653/6000
0s - loss: 2.1610 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5948 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4654/6000
0s - loss: 2.1609 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5947 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4655/6000
0s - loss: 2.1609 - success_ratio: 0.7418 - r_coeff: 0.5198 - val_loss: 2.5946 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4656/6000
0s - loss: 2.1609 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5945 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4657/6000
0s - loss: 2.1609 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5945 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4658/6000
0s - loss: 2.1609 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4659/6000
0s - loss: 2.1609 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4660/6000
0s - loss: 2.1609 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4661/6000
0s - loss: 2.1609 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4662/6000
0s - loss: 2.1609 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4663/6000
0s - loss: 2.1608 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5943 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4664/6000
0s - loss: 2.1608 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5943 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4665/6000
0s - loss: 2.1608 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5943 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4666/6000
0s - loss: 2.1608 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5943 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4667/6000
0s - loss: 2.1608 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4668/6000
0s - loss: 2.1608 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4669/6000
0s - loss: 2.1608 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4670/6000
0s - loss: 2.1608 - success_ratio: 0.7468 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4671/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5944 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4672/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5198 - val_loss: 2.5943 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4673/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5942 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4674/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5941 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4675/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5939 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4676/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5939 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4677/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5939 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4678/6000
0s - loss: 2.1607 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5940 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4679/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5941 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4680/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5941 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4681/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5941 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4682/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5941 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4683/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5940 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4684/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5939 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4685/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5938 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4686/6000
0s - loss: 2.1606 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5937 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4687/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5936 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4688/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5936 - val_success_ratio: 0.7400 - val_r_coeff: 0.4526
Epoch 4689/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5935 - val_success_ratio: 0.7400 - val_r_coeff: 0.4526
Epoch 4690/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5935 - val_success_ratio: 0.7400 - val_r_coeff: 0.4526
Epoch 4691/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5934 - val_success_ratio: 0.7400 - val_r_coeff: 0.4526
Epoch 4692/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5935 - val_success_ratio: 0.7400 - val_r_coeff: 0.4526
Epoch 4693/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5937 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4694/6000
0s - loss: 2.1605 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5938 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4695/6000
0s - loss: 2.1604 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5938 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4696/6000
0s - loss: 2.1604 - success_ratio: 0.7443 - r_coeff: 0.5199 - val_loss: 2.5939 - val_success_ratio: 0.7400 - val_r_coeff: 0.4525
Epoch 4697/6000
0s - loss: 2.1604 - success_ratio: 0.7468 - r_coeff: 0.5199 - val_loss: 2.5941 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4698/6000
0s - loss: 2.1604 - success_ratio: 0.7468 - r_coeff: 0.5199 - val_loss: 2.5942 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4699/6000
0s - loss: 2.1603 - success_ratio: 0.7468 - r_coeff: 0.5199 - val_loss: 2.5943 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4700/6000
0s - loss: 2.1603 - success_ratio: 0.7468 - r_coeff: 0.5199 - val_loss: 2.5945 - val_success_ratio: 0.7400 - val_r_coeff: 0.4524
Epoch 4701/6000
0s - loss: 2.1603 - success_ratio: 0.7468 - r_coeff: 0.5199 - val_loss: 2.5947 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4702/6000
0s - loss: 2.1602 - success_ratio: 0.7468 - r_coeff: 0.5200 - val_loss: 2.5949 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4703/6000
0s - loss: 2.1602 - success_ratio: 0.7468 - r_coeff: 0.5200 - val_loss: 2.5952 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4704/6000
0s - loss: 2.1602 - success_ratio: 0.7468 - r_coeff: 0.5200 - val_loss: 2.5953 - val_success_ratio: 0.7400 - val_r_coeff: 0.4522
Epoch 4705/6000
0s - loss: 2.1601 - success_ratio: 0.7443 - r_coeff: 0.5200 - val_loss: 2.5955 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4706/6000
0s - loss: 2.1601 - success_ratio: 0.7468 - r_coeff: 0.5200 - val_loss: 2.5955 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4707/6000
0s - loss: 2.1601 - success_ratio: 0.7468 - r_coeff: 0.5200 - val_loss: 2.5956 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4708/6000
0s - loss: 2.1601 - success_ratio: 0.7468 - r_coeff: 0.5200 - val_loss: 2.5956 - val_success_ratio: 0.7400 - val_r_coeff: 0.4521
Epoch 4709/6000
0s - loss: 2.1600 - success_ratio: 0.7468 - r_coeff: 0.5200 - val_loss: 2.5948 - val_success_ratio: 0.7400 - val_r_coeff: 0.4523
Epoch 4710/6000
0s - loss: 2.1599 - success_ratio: 0.7494 - r_coeff: 0.5200 - val_loss: 2.5934 - val_success_ratio: 0.7400 - val_r_coeff: 0.4526
Epoch 4711/6000
0s - loss: 2.1598 - success_ratio: 0.7494 - r_coeff: 0.5200 - val_loss: 2.5919 - val_success_ratio: 0.7400 - val_r_coeff: 0.4529
Epoch 4712/6000
0s - loss: 2.1597 - success_ratio: 0.7494 - r_coeff: 0.5201 - val_loss: 2.5903 - val_success_ratio: 0.7400 - val_r_coeff: 0.4532
Epoch 4713/6000
0s - loss: 2.1596 - success_ratio: 0.7468 - r_coeff: 0.5201 - val_loss: 2.5889 - val_success_ratio: 0.7400 - val_r_coeff: 0.4535
Epoch 4714/6000
0s - loss: 2.1596 - success_ratio: 0.7418 - r_coeff: 0.5201 - val_loss: 2.5877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4538
Epoch 4715/6000
0s - loss: 2.1595 - success_ratio: 0.7392 - r_coeff: 0.5201 - val_loss: 2.5868 - val_success_ratio: 0.7400 - val_r_coeff: 0.4540
Epoch 4716/6000
0s - loss: 2.1595 - success_ratio: 0.7392 - r_coeff: 0.5201 - val_loss: 2.5863 - val_success_ratio: 0.7400 - val_r_coeff: 0.4541
Epoch 4717/6000
0s - loss: 2.1594 - success_ratio: 0.7418 - r_coeff: 0.5201 - val_loss: 2.5862 - val_success_ratio: 0.7400 - val_r_coeff: 0.4541
Epoch 4718/6000
0s - loss: 2.1594 - success_ratio: 0.7418 - r_coeff: 0.5202 - val_loss: 2.5865 - val_success_ratio: 0.7400 - val_r_coeff: 0.4540
Epoch 4719/6000
0s - loss: 2.1593 - success_ratio: 0.7418 - r_coeff: 0.5202 - val_loss: 2.5869 - val_success_ratio: 0.7400 - val_r_coeff: 0.4540
Epoch 4720/6000
0s - loss: 2.1592 - success_ratio: 0.7418 - r_coeff: 0.5202 - val_loss: 2.5873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4539
Epoch 4721/6000
0s - loss: 2.1591 - success_ratio: 0.7443 - r_coeff: 0.5202 - val_loss: 2.5877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4538
Epoch 4722/6000
0s - loss: 2.1590 - success_ratio: 0.7468 - r_coeff: 0.5202 - val_loss: 2.5878 - val_success_ratio: 0.7400 - val_r_coeff: 0.4538
Epoch 4723/6000
0s - loss: 2.1590 - success_ratio: 0.7468 - r_coeff: 0.5202 - val_loss: 2.5877 - val_success_ratio: 0.7400 - val_r_coeff: 0.4538
Epoch 4724/6000
0s - loss: 2.1589 - success_ratio: 0.7468 - r_coeff: 0.5202 - val_loss: 2.5873 - val_success_ratio: 0.7400 - val_r_coeff: 0.4539
Epoch 4725/6000
0s - loss: 2.1588 - success_ratio: 0.7468 - r_coeff: 0.5203 - val_loss: 2.5866 - val_success_ratio: 0.7400 - val_r_coeff: 0.4540
Epoch 4726/6000
0s - loss: 2.1588 - success_ratio: 0.7443 - r_coeff: 0.5203 - val_loss: 2.5856 - val_success_ratio: 0.7400 - val_r_coeff: 0.4542
Epoch 4727/6000
0s - loss: 2.1587 - success_ratio: 0.7418 - r_coeff: 0.5203 - val_loss: 2.5847 - val_success_ratio: 0.7400 - val_r_coeff: 0.4544
Epoch 4728/6000
0s - loss: 2.1587 - success_ratio: 0.7418 - r_coeff: 0.5203 - val_loss: 2.5838 - val_success_ratio: 0.7400 - val_r_coeff: 0.4546
Epoch 4729/6000
0s - loss: 2.1586 - success_ratio: 0.7418 - r_coeff: 0.5203 - val_loss: 2.5829 - val_success_ratio: 0.7400 - val_r_coeff: 0.4548
Epoch 4730/6000
0s - loss: 2.1585 - success_ratio: 0.7418 - r_coeff: 0.5203 - val_loss: 2.5819 - val_success_ratio: 0.7400 - val_r_coeff: 0.4550
Epoch 4731/6000
0s - loss: 2.1585 - success_ratio: 0.7418 - r_coeff: 0.5203 - val_loss: 2.5810 - val_success_ratio: 0.7400 - val_r_coeff: 0.4552
Epoch 4732/6000
0s - loss: 2.1584 - success_ratio: 0.7443 - r_coeff: 0.5204 - val_loss: 2.5802 - val_success_ratio: 0.7400 - val_r_coeff: 0.4554
Epoch 4733/6000
0s - loss: 2.1584 - success_ratio: 0.7443 - r_coeff: 0.5204 - val_loss: 2.5795 - val_success_ratio: 0.7400 - val_r_coeff: 0.4555
Epoch 4734/6000
0s - loss: 2.1583 - success_ratio: 0.7443 - r_coeff: 0.5204 - val_loss: 2.5791 - val_success_ratio: 0.7400 - val_r_coeff: 0.4556
Epoch 4735/6000
0s - loss: 2.1583 - success_ratio: 0.7443 - r_coeff: 0.5204 - val_loss: 2.5788 - val_success_ratio: 0.7400 - val_r_coeff: 0.4557
Epoch 4736/6000
0s - loss: 2.1583 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5787 - val_success_ratio: 0.7400 - val_r_coeff: 0.4557
Epoch 4737/6000
0s - loss: 2.1582 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5786 - val_success_ratio: 0.7400 - val_r_coeff: 0.4557
Epoch 4738/6000
0s - loss: 2.1582 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5785 - val_success_ratio: 0.7400 - val_r_coeff: 0.4557
Epoch 4739/6000
0s - loss: 2.1582 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5785 - val_success_ratio: 0.7400 - val_r_coeff: 0.4557
Epoch 4740/6000
0s - loss: 2.1582 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5784 - val_success_ratio: 0.7400 - val_r_coeff: 0.4557
Epoch 4741/6000
0s - loss: 2.1581 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5784 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4742/6000
0s - loss: 2.1581 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5783 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4743/6000
0s - loss: 2.1580 - success_ratio: 0.7418 - r_coeff: 0.5204 - val_loss: 2.5782 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4744/6000
0s - loss: 2.1580 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5781 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4745/6000
0s - loss: 2.1580 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5780 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4746/6000
0s - loss: 2.1579 - success_ratio: 0.7392 - r_coeff: 0.5205 - val_loss: 2.5780 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4747/6000
0s - loss: 2.1579 - success_ratio: 0.7392 - r_coeff: 0.5205 - val_loss: 2.5779 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4748/6000
0s - loss: 2.1579 - success_ratio: 0.7392 - r_coeff: 0.5205 - val_loss: 2.5779 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4749/6000
0s - loss: 2.1578 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5778 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4750/6000
0s - loss: 2.1578 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5779 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4751/6000
0s - loss: 2.1578 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5779 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4752/6000
0s - loss: 2.1578 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5779 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4753/6000
0s - loss: 2.1577 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5780 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4754/6000
0s - loss: 2.1577 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5780 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4755/6000
0s - loss: 2.1577 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5779 - val_success_ratio: 0.7400 - val_r_coeff: 0.4558
Epoch 4756/6000
0s - loss: 2.1576 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5778 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4757/6000
0s - loss: 2.1576 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5777 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4758/6000
0s - loss: 2.1576 - success_ratio: 0.7418 - r_coeff: 0.5205 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4759/6000
0s - loss: 2.1576 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5774 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4760/6000
0s - loss: 2.1575 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5771 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4761/6000
0s - loss: 2.1575 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5770 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4762/6000
0s - loss: 2.1575 - success_ratio: 0.7392 - r_coeff: 0.5206 - val_loss: 2.5769 - val_success_ratio: 0.7400 - val_r_coeff: 0.4561
Epoch 4763/6000
0s - loss: 2.1574 - success_ratio: 0.7392 - r_coeff: 0.5206 - val_loss: 2.5769 - val_success_ratio: 0.7400 - val_r_coeff: 0.4561
Epoch 4764/6000
0s - loss: 2.1574 - success_ratio: 0.7392 - r_coeff: 0.5206 - val_loss: 2.5770 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4765/6000
0s - loss: 2.1574 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5772 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4766/6000
0s - loss: 2.1574 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4767/6000
0s - loss: 2.1573 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4768/6000
0s - loss: 2.1573 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4769/6000
0s - loss: 2.1573 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5777 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4770/6000
0s - loss: 2.1572 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5777 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4771/6000
0s - loss: 2.1572 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4772/6000
0s - loss: 2.1572 - success_ratio: 0.7418 - r_coeff: 0.5206 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4773/6000
0s - loss: 2.1572 - success_ratio: 0.7392 - r_coeff: 0.5206 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4774/6000
0s - loss: 2.1571 - success_ratio: 0.7392 - r_coeff: 0.5206 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4775/6000
0s - loss: 2.1571 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4776/6000
0s - loss: 2.1571 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4777/6000
0s - loss: 2.1570 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4778/6000
0s - loss: 2.1570 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4779/6000
0s - loss: 2.1570 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4780/6000
0s - loss: 2.1570 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4781/6000
0s - loss: 2.1569 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4782/6000
0s - loss: 2.1569 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4783/6000
0s - loss: 2.1569 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4784/6000
0s - loss: 2.1569 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4785/6000
0s - loss: 2.1568 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4786/6000
0s - loss: 2.1568 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5776 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4787/6000
0s - loss: 2.1568 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4559
Epoch 4788/6000
0s - loss: 2.1567 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5775 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4789/6000
0s - loss: 2.1567 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5774 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4790/6000
0s - loss: 2.1567 - success_ratio: 0.7367 - r_coeff: 0.5207 - val_loss: 2.5773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4791/6000
0s - loss: 2.1567 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4792/6000
0s - loss: 2.1566 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5773 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4793/6000
0s - loss: 2.1566 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5771 - val_success_ratio: 0.7400 - val_r_coeff: 0.4560
Epoch 4794/6000
0s - loss: 2.1566 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5769 - val_success_ratio: 0.7400 - val_r_coeff: 0.4561
Epoch 4795/6000
0s - loss: 2.1565 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5765 - val_success_ratio: 0.7400 - val_r_coeff: 0.4561
Epoch 4796/6000
0s - loss: 2.1565 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5762 - val_success_ratio: 0.7400 - val_r_coeff: 0.4562
Epoch 4797/6000
0s - loss: 2.1565 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5760 - val_success_ratio: 0.7400 - val_r_coeff: 0.4563
Epoch 4798/6000
0s - loss: 2.1565 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5757 - val_success_ratio: 0.7400 - val_r_coeff: 0.4563
Epoch 4799/6000
0s - loss: 2.1564 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5754 - val_success_ratio: 0.7400 - val_r_coeff: 0.4564
Epoch 4800/6000
0s - loss: 2.1564 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5751 - val_success_ratio: 0.7400 - val_r_coeff: 0.4564
Epoch 4801/6000
0s - loss: 2.1564 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5750 - val_success_ratio: 0.7400 - val_r_coeff: 0.4565
Epoch 4802/6000
0s - loss: 2.1563 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5749 - val_success_ratio: 0.7400 - val_r_coeff: 0.4565
Epoch 4803/6000
0s - loss: 2.1563 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5749 - val_success_ratio: 0.7400 - val_r_coeff: 0.4565
Epoch 4804/6000
0s - loss: 2.1563 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5748 - val_success_ratio: 0.7400 - val_r_coeff: 0.4565
Epoch 4805/6000
0s - loss: 2.1563 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5747 - val_success_ratio: 0.7400 - val_r_coeff: 0.4565
Epoch 4806/6000
0s - loss: 2.1562 - success_ratio: 0.7367 - r_coeff: 0.5208 - val_loss: 2.5746 - val_success_ratio: 0.7400 - val_r_coeff: 0.4565
Epoch 4807/6000
0s - loss: 2.1562 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5745 - val_success_ratio: 0.7400 - val_r_coeff: 0.4566
Epoch 4808/6000
0s - loss: 2.1562 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5744 - val_success_ratio: 0.7400 - val_r_coeff: 0.4566
Epoch 4809/6000
0s - loss: 2.1561 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5742 - val_success_ratio: 0.7400 - val_r_coeff: 0.4566
Epoch 4810/6000
0s - loss: 2.1561 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5741 - val_success_ratio: 0.7400 - val_r_coeff: 0.4567
Epoch 4811/6000
0s - loss: 2.1561 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5739 - val_success_ratio: 0.7400 - val_r_coeff: 0.4567
Epoch 4812/6000
0s - loss: 2.1561 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5737 - val_success_ratio: 0.7400 - val_r_coeff: 0.4567
Epoch 4813/6000
0s - loss: 2.1560 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5735 - val_success_ratio: 0.7400 - val_r_coeff: 0.4568
Epoch 4814/6000
0s - loss: 2.1560 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5733 - val_success_ratio: 0.7400 - val_r_coeff: 0.4568
Epoch 4815/6000
0s - loss: 2.1560 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5731 - val_success_ratio: 0.7400 - val_r_coeff: 0.4569
Epoch 4816/6000
0s - loss: 2.1559 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5730 - val_success_ratio: 0.7400 - val_r_coeff: 0.4569
Epoch 4817/6000
0s - loss: 2.1559 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5728 - val_success_ratio: 0.7400 - val_r_coeff: 0.4569
Epoch 4818/6000
0s - loss: 2.1559 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5727 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4819/6000
0s - loss: 2.1559 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5725 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4820/6000
0s - loss: 2.1558 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5724 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4821/6000
0s - loss: 2.1558 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5723 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4822/6000
0s - loss: 2.1558 - success_ratio: 0.7367 - r_coeff: 0.5209 - val_loss: 2.5723 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4823/6000
0s - loss: 2.1557 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5723 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4824/6000
0s - loss: 2.1557 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5724 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4825/6000
0s - loss: 2.1557 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5723 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4826/6000
0s - loss: 2.1556 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5723 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4827/6000
0s - loss: 2.1556 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5723 - val_success_ratio: 0.7400 - val_r_coeff: 0.4570
Epoch 4828/6000
0s - loss: 2.1556 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5722 - val_success_ratio: 0.7400 - val_r_coeff: 0.4571
Epoch 4829/6000
0s - loss: 2.1555 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5722 - val_success_ratio: 0.7400 - val_r_coeff: 0.4571
Epoch 4830/6000
0s - loss: 2.1555 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5720 - val_success_ratio: 0.7400 - val_r_coeff: 0.4571
Epoch 4831/6000
0s - loss: 2.1555 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5718 - val_success_ratio: 0.7400 - val_r_coeff: 0.4572
Epoch 4832/6000
0s - loss: 2.1554 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5714 - val_success_ratio: 0.7400 - val_r_coeff: 0.4572
Epoch 4833/6000
0s - loss: 2.1554 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5710 - val_success_ratio: 0.7400 - val_r_coeff: 0.4573
Epoch 4834/6000
0s - loss: 2.1553 - success_ratio: 0.7367 - r_coeff: 0.5210 - val_loss: 2.5706 - val_success_ratio: 0.7400 - val_r_coeff: 0.4574
Epoch 4835/6000
0s - loss: 2.1553 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5702 - val_success_ratio: 0.7400 - val_r_coeff: 0.4575
Epoch 4836/6000
0s - loss: 2.1553 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5700 - val_success_ratio: 0.7400 - val_r_coeff: 0.4575
Epoch 4837/6000
0s - loss: 2.1552 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5697 - val_success_ratio: 0.7400 - val_r_coeff: 0.4576
Epoch 4838/6000
0s - loss: 2.1552 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5695 - val_success_ratio: 0.7400 - val_r_coeff: 0.4576
Epoch 4839/6000
0s - loss: 2.1551 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5693 - val_success_ratio: 0.7400 - val_r_coeff: 0.4577
Epoch 4840/6000
0s - loss: 2.1551 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5692 - val_success_ratio: 0.7400 - val_r_coeff: 0.4577
Epoch 4841/6000
0s - loss: 2.1551 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5690 - val_success_ratio: 0.7400 - val_r_coeff: 0.4577
Epoch 4842/6000
0s - loss: 2.1550 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5689 - val_success_ratio: 0.7400 - val_r_coeff: 0.4578
Epoch 4843/6000
0s - loss: 2.1550 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5688 - val_success_ratio: 0.7400 - val_r_coeff: 0.4578
Epoch 4844/6000
0s - loss: 2.1550 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5687 - val_success_ratio: 0.7400 - val_r_coeff: 0.4578
Epoch 4845/6000
0s - loss: 2.1549 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5686 - val_success_ratio: 0.7400 - val_r_coeff: 0.4578
Epoch 4846/6000
0s - loss: 2.1549 - success_ratio: 0.7367 - r_coeff: 0.5211 - val_loss: 2.5684 - val_success_ratio: 0.7400 - val_r_coeff: 0.4579
Epoch 4847/6000
0s - loss: 2.1548 - success_ratio: 0.7367 - r_coeff: 0.5212 - val_loss: 2.5683 - val_success_ratio: 0.7400 - val_r_coeff: 0.4579
Epoch 4848/6000
0s - loss: 2.1548 - success_ratio: 0.7367 - r_coeff: 0.5212 - val_loss: 2.5682 - val_success_ratio: 0.7400 - val_r_coeff: 0.4579
Epoch 4849/6000
0s - loss: 2.1548 - success_ratio: 0.7367 - r_coeff: 0.5212 - val_loss: 2.5681 - val_success_ratio: 0.7400 - val_r_coeff: 0.4579
Epoch 4850/6000
0s - loss: 2.1547 - success_ratio: 0.7367 - r_coeff: 0.5212 - val_loss: 2.5680 - val_success_ratio: 0.7400 - val_r_coeff: 0.4580
Epoch 4851/6000
0s - loss: 2.1547 - success_ratio: 0.7367 - r_coeff: 0.5212 - val_loss: 2.5678 - val_success_ratio: 0.7400 - val_r_coeff: 0.4580
Epoch 4852/6000
0s - loss: 2.1547 - success_ratio: 0.7367 - r_coeff: 0.5212 - val_loss: 2.5676 - val_success_ratio: 0.7400 - val_r_coeff: 0.4580
Epoch 4853/6000
0s - loss: 2.1546 - success_ratio: 0.7367 - r_coeff: 0.5212 - val_loss: 2.5673 - val_success_ratio: 0.7400 - val_r_coeff: 0.4581
Epoch 4854/6000
0s - loss: 2.1546 - success_ratio: 0.7392 - r_coeff: 0.5212 - val_loss: 2.5671 - val_success_ratio: 0.7400 - val_r_coeff: 0.4581
Epoch 4855/6000
0s - loss: 2.1546 - success_ratio: 0.7392 - r_coeff: 0.5212 - val_loss: 2.5669 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4856/6000
0s - loss: 2.1545 - success_ratio: 0.7392 - r_coeff: 0.5212 - val_loss: 2.5668 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4857/6000
0s - loss: 2.1545 - success_ratio: 0.7392 - r_coeff: 0.5212 - val_loss: 2.5667 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4858/6000
0s - loss: 2.1545 - success_ratio: 0.7392 - r_coeff: 0.5212 - val_loss: 2.5666 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4859/6000
0s - loss: 2.1544 - success_ratio: 0.7392 - r_coeff: 0.5212 - val_loss: 2.5665 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4860/6000
0s - loss: 2.1544 - success_ratio: 0.7392 - r_coeff: 0.5213 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4861/6000
0s - loss: 2.1544 - success_ratio: 0.7392 - r_coeff: 0.5213 - val_loss: 2.5665 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4862/6000
0s - loss: 2.1544 - success_ratio: 0.7392 - r_coeff: 0.5213 - val_loss: 2.5666 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4863/6000
0s - loss: 2.1543 - success_ratio: 0.7392 - r_coeff: 0.5213 - val_loss: 2.5667 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4864/6000
0s - loss: 2.1543 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5669 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4865/6000
0s - loss: 2.1543 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5670 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4866/6000
0s - loss: 2.1542 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5671 - val_success_ratio: 0.7400 - val_r_coeff: 0.4581
Epoch 4867/6000
0s - loss: 2.1542 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5671 - val_success_ratio: 0.7400 - val_r_coeff: 0.4581
Epoch 4868/6000
0s - loss: 2.1542 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5672 - val_success_ratio: 0.7400 - val_r_coeff: 0.4581
Epoch 4869/6000
0s - loss: 2.1541 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5672 - val_success_ratio: 0.7400 - val_r_coeff: 0.4581
Epoch 4870/6000
0s - loss: 2.1541 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5670 - val_success_ratio: 0.7400 - val_r_coeff: 0.4581
Epoch 4871/6000
0s - loss: 2.1541 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5668 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4872/6000
0s - loss: 2.1540 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5666 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4873/6000
0s - loss: 2.1540 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4874/6000
0s - loss: 2.1540 - success_ratio: 0.7367 - r_coeff: 0.5213 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4875/6000
0s - loss: 2.1540 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4876/6000
0s - loss: 2.1539 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4877/6000
0s - loss: 2.1539 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4878/6000
0s - loss: 2.1539 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4879/6000
0s - loss: 2.1538 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5664 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4880/6000
0s - loss: 2.1538 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5665 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4881/6000
0s - loss: 2.1538 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5667 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4882/6000
0s - loss: 2.1538 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5668 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4883/6000
0s - loss: 2.1537 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5667 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4884/6000
0s - loss: 2.1537 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5666 - val_success_ratio: 0.7400 - val_r_coeff: 0.4582
Epoch 4885/6000
0s - loss: 2.1537 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5665 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4886/6000
0s - loss: 2.1537 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5663 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4887/6000
0s - loss: 2.1536 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5663 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4888/6000
0s - loss: 2.1536 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5663 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4889/6000
0s - loss: 2.1536 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5663 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4890/6000
0s - loss: 2.1535 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5663 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4891/6000
0s - loss: 2.1535 - success_ratio: 0.7367 - r_coeff: 0.5214 - val_loss: 2.5663 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4892/6000
0s - loss: 2.1535 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5663 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4893/6000
0s - loss: 2.1535 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5662 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4894/6000
0s - loss: 2.1534 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5662 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4895/6000
0s - loss: 2.1534 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5662 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4896/6000
0s - loss: 2.1534 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5661 - val_success_ratio: 0.7400 - val_r_coeff: 0.4583
Epoch 4897/6000
0s - loss: 2.1534 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5660 - val_success_ratio: 0.7400 - val_r_coeff: 0.4584
Epoch 4898/6000
0s - loss: 2.1533 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5658 - val_success_ratio: 0.7400 - val_r_coeff: 0.4584
Epoch 4899/6000
0s - loss: 2.1533 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5657 - val_success_ratio: 0.7400 - val_r_coeff: 0.4584
Epoch 4900/6000
0s - loss: 2.1533 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5656 - val_success_ratio: 0.7400 - val_r_coeff: 0.4585
Epoch 4901/6000
0s - loss: 2.1532 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5655 - val_success_ratio: 0.7400 - val_r_coeff: 0.4585
Epoch 4902/6000
0s - loss: 2.1532 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5654 - val_success_ratio: 0.7400 - val_r_coeff: 0.4585
Epoch 4903/6000
0s - loss: 2.1532 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5653 - val_success_ratio: 0.7400 - val_r_coeff: 0.4585
Epoch 4904/6000
0s - loss: 2.1532 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5652 - val_success_ratio: 0.7400 - val_r_coeff: 0.4585
Epoch 4905/6000
0s - loss: 2.1531 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5651 - val_success_ratio: 0.7400 - val_r_coeff: 0.4586
Epoch 4906/6000
0s - loss: 2.1531 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5650 - val_success_ratio: 0.7400 - val_r_coeff: 0.4586
Epoch 4907/6000
0s - loss: 2.1531 - success_ratio: 0.7367 - r_coeff: 0.5215 - val_loss: 2.5649 - val_success_ratio: 0.7400 - val_r_coeff: 0.4586
Epoch 4908/6000
0s - loss: 2.1530 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5648 - val_success_ratio: 0.7400 - val_r_coeff: 0.4586
Epoch 4909/6000
0s - loss: 2.1530 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5646 - val_success_ratio: 0.7400 - val_r_coeff: 0.4587
Epoch 4910/6000
0s - loss: 2.1530 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5644 - val_success_ratio: 0.7400 - val_r_coeff: 0.4587
Epoch 4911/6000
0s - loss: 2.1530 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5644 - val_success_ratio: 0.7400 - val_r_coeff: 0.4587
Epoch 4912/6000
0s - loss: 2.1529 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5643 - val_success_ratio: 0.7400 - val_r_coeff: 0.4587
Epoch 4913/6000
0s - loss: 2.1529 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5642 - val_success_ratio: 0.7400 - val_r_coeff: 0.4587
Epoch 4914/6000
0s - loss: 2.1529 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5641 - val_success_ratio: 0.7400 - val_r_coeff: 0.4588
Epoch 4915/6000
0s - loss: 2.1529 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5639 - val_success_ratio: 0.7400 - val_r_coeff: 0.4588
Epoch 4916/6000
0s - loss: 2.1528 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5638 - val_success_ratio: 0.7400 - val_r_coeff: 0.4588
Epoch 4917/6000
0s - loss: 2.1528 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5638 - val_success_ratio: 0.7400 - val_r_coeff: 0.4588
Epoch 4918/6000
0s - loss: 2.1528 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5637 - val_success_ratio: 0.7400 - val_r_coeff: 0.4588
Epoch 4919/6000
0s - loss: 2.1527 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5636 - val_success_ratio: 0.7400 - val_r_coeff: 0.4589
Epoch 4920/6000
0s - loss: 2.1527 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5636 - val_success_ratio: 0.7400 - val_r_coeff: 0.4589
Epoch 4921/6000
0s - loss: 2.1527 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5636 - val_success_ratio: 0.7400 - val_r_coeff: 0.4589
Epoch 4922/6000
0s - loss: 2.1527 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5635 - val_success_ratio: 0.7400 - val_r_coeff: 0.4589
Epoch 4923/6000
0s - loss: 2.1526 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5633 - val_success_ratio: 0.7400 - val_r_coeff: 0.4589
Epoch 4924/6000
0s - loss: 2.1526 - success_ratio: 0.7367 - r_coeff: 0.5216 - val_loss: 2.5632 - val_success_ratio: 0.7400 - val_r_coeff: 0.4590
Epoch 4925/6000
0s - loss: 2.1526 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5632 - val_success_ratio: 0.7400 - val_r_coeff: 0.4590
Epoch 4926/6000
0s - loss: 2.1526 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5631 - val_success_ratio: 0.7400 - val_r_coeff: 0.4590
Epoch 4927/6000
0s - loss: 2.1525 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5630 - val_success_ratio: 0.7400 - val_r_coeff: 0.4590
Epoch 4928/6000
0s - loss: 2.1525 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5629 - val_success_ratio: 0.7400 - val_r_coeff: 0.4590
Epoch 4929/6000
0s - loss: 2.1525 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5628 - val_success_ratio: 0.7400 - val_r_coeff: 0.4591
Epoch 4930/6000
0s - loss: 2.1525 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5627 - val_success_ratio: 0.7400 - val_r_coeff: 0.4591
Epoch 4931/6000
0s - loss: 2.1524 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5626 - val_success_ratio: 0.7400 - val_r_coeff: 0.4591
Epoch 4932/6000
0s - loss: 2.1524 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5625 - val_success_ratio: 0.7400 - val_r_coeff: 0.4591
Epoch 4933/6000
0s - loss: 2.1524 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5624 - val_success_ratio: 0.7400 - val_r_coeff: 0.4591
Epoch 4934/6000
0s - loss: 2.1524 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5623 - val_success_ratio: 0.7400 - val_r_coeff: 0.4592
Epoch 4935/6000
0s - loss: 2.1523 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5622 - val_success_ratio: 0.7400 - val_r_coeff: 0.4592
Epoch 4936/6000
0s - loss: 2.1523 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5622 - val_success_ratio: 0.7400 - val_r_coeff: 0.4592
Epoch 4937/6000
0s - loss: 2.1523 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5621 - val_success_ratio: 0.7400 - val_r_coeff: 0.4592
Epoch 4938/6000
0s - loss: 2.1523 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5618 - val_success_ratio: 0.7400 - val_r_coeff: 0.4593
Epoch 4939/6000
0s - loss: 2.1522 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5615 - val_success_ratio: 0.7400 - val_r_coeff: 0.4593
Epoch 4940/6000
0s - loss: 2.1522 - success_ratio: 0.7367 - r_coeff: 0.5217 - val_loss: 2.5611 - val_success_ratio: 0.7400 - val_r_coeff: 0.4594
Epoch 4941/6000
0s - loss: 2.1521 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5607 - val_success_ratio: 0.7400 - val_r_coeff: 0.4595
Epoch 4942/6000
0s - loss: 2.1521 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5604 - val_success_ratio: 0.7400 - val_r_coeff: 0.4596
Epoch 4943/6000
0s - loss: 2.1521 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5601 - val_success_ratio: 0.7400 - val_r_coeff: 0.4596
Epoch 4944/6000
0s - loss: 2.1520 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5599 - val_success_ratio: 0.7400 - val_r_coeff: 0.4597
Epoch 4945/6000
0s - loss: 2.1520 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5598 - val_success_ratio: 0.7400 - val_r_coeff: 0.4597
Epoch 4946/6000
0s - loss: 2.1520 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5598 - val_success_ratio: 0.7400 - val_r_coeff: 0.4597
Epoch 4947/6000
0s - loss: 2.1519 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5601 - val_success_ratio: 0.7400 - val_r_coeff: 0.4596
Epoch 4948/6000
0s - loss: 2.1519 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5603 - val_success_ratio: 0.7400 - val_r_coeff: 0.4596
Epoch 4949/6000
0s - loss: 2.1518 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5603 - val_success_ratio: 0.7400 - val_r_coeff: 0.4596
Epoch 4950/6000
0s - loss: 2.1518 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5601 - val_success_ratio: 0.7400 - val_r_coeff: 0.4596
Epoch 4951/6000
0s - loss: 2.1518 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5600 - val_success_ratio: 0.7400 - val_r_coeff: 0.4596
Epoch 4952/6000
0s - loss: 2.1517 - success_ratio: 0.7367 - r_coeff: 0.5218 - val_loss: 2.5599 - val_success_ratio: 0.7400 - val_r_coeff: 0.4597
Epoch 4953/6000
0s - loss: 2.1517 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5597 - val_success_ratio: 0.7400 - val_r_coeff: 0.4597
Epoch 4954/6000
0s - loss: 2.1517 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5594 - val_success_ratio: 0.7400 - val_r_coeff: 0.4598
Epoch 4955/6000
0s - loss: 2.1516 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5591 - val_success_ratio: 0.7400 - val_r_coeff: 0.4598
Epoch 4956/6000
0s - loss: 2.1516 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5587 - val_success_ratio: 0.7400 - val_r_coeff: 0.4599
Epoch 4957/6000
0s - loss: 2.1515 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5583 - val_success_ratio: 0.7400 - val_r_coeff: 0.4600
Epoch 4958/6000
0s - loss: 2.1515 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5579 - val_success_ratio: 0.7400 - val_r_coeff: 0.4601
Epoch 4959/6000
0s - loss: 2.1514 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5575 - val_success_ratio: 0.7400 - val_r_coeff: 0.4602
Epoch 4960/6000
0s - loss: 2.1514 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5572 - val_success_ratio: 0.7400 - val_r_coeff: 0.4602
Epoch 4961/6000
0s - loss: 2.1514 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5570 - val_success_ratio: 0.7400 - val_r_coeff: 0.4603
Epoch 4962/6000
0s - loss: 2.1513 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5569 - val_success_ratio: 0.7400 - val_r_coeff: 0.4603
Epoch 4963/6000
0s - loss: 2.1513 - success_ratio: 0.7367 - r_coeff: 0.5219 - val_loss: 2.5570 - val_success_ratio: 0.7400 - val_r_coeff: 0.4603
Epoch 4964/6000
0s - loss: 2.1513 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5570 - val_success_ratio: 0.7400 - val_r_coeff: 0.4603
Epoch 4965/6000
0s - loss: 2.1512 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5569 - val_success_ratio: 0.7400 - val_r_coeff: 0.4603
Epoch 4966/6000
0s - loss: 2.1512 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5567 - val_success_ratio: 0.7400 - val_r_coeff: 0.4603
Epoch 4967/6000
0s - loss: 2.1512 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5566 - val_success_ratio: 0.7400 - val_r_coeff: 0.4604
Epoch 4968/6000
0s - loss: 2.1511 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5565 - val_success_ratio: 0.7400 - val_r_coeff: 0.4604
Epoch 4969/6000
0s - loss: 2.1511 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5563 - val_success_ratio: 0.7400 - val_r_coeff: 0.4604
Epoch 4970/6000
0s - loss: 2.1511 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5561 - val_success_ratio: 0.7400 - val_r_coeff: 0.4605
Epoch 4971/6000
0s - loss: 2.1510 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5559 - val_success_ratio: 0.7400 - val_r_coeff: 0.4605
Epoch 4972/6000
0s - loss: 2.1510 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5558 - val_success_ratio: 0.7400 - val_r_coeff: 0.4605
Epoch 4973/6000
0s - loss: 2.1510 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5557 - val_success_ratio: 0.7400 - val_r_coeff: 0.4605
Epoch 4974/6000
0s - loss: 2.1509 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5556 - val_success_ratio: 0.7400 - val_r_coeff: 0.4606
Epoch 4975/6000
0s - loss: 2.1509 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5555 - val_success_ratio: 0.7400 - val_r_coeff: 0.4606
Epoch 4976/6000
0s - loss: 2.1509 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5553 - val_success_ratio: 0.7400 - val_r_coeff: 0.4606
Epoch 4977/6000
0s - loss: 2.1508 - success_ratio: 0.7367 - r_coeff: 0.5220 - val_loss: 2.5551 - val_success_ratio: 0.7400 - val_r_coeff: 0.4607
Epoch 4978/6000
0s - loss: 2.1508 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5549 - val_success_ratio: 0.7400 - val_r_coeff: 0.4607
Epoch 4979/6000
0s - loss: 2.1508 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5548 - val_success_ratio: 0.7400 - val_r_coeff: 0.4607
Epoch 4980/6000
0s - loss: 2.1507 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5546 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4981/6000
0s - loss: 2.1507 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5545 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4982/6000
0s - loss: 2.1507 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5545 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4983/6000
0s - loss: 2.1507 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5545 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4984/6000
0s - loss: 2.1506 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5545 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4985/6000
0s - loss: 2.1506 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5546 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4986/6000
0s - loss: 2.1506 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5545 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4987/6000
0s - loss: 2.1505 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5544 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4988/6000
0s - loss: 2.1505 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5543 - val_success_ratio: 0.7400 - val_r_coeff: 0.4608
Epoch 4989/6000
0s - loss: 2.1505 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5541 - val_success_ratio: 0.7400 - val_r_coeff: 0.4609
Epoch 4990/6000
0s - loss: 2.1505 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5539 - val_success_ratio: 0.7400 - val_r_coeff: 0.4609
Epoch 4991/6000
0s - loss: 2.1504 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5538 - val_success_ratio: 0.7400 - val_r_coeff: 0.4610
Epoch 4992/6000
0s - loss: 2.1504 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5536 - val_success_ratio: 0.7400 - val_r_coeff: 0.4610
Epoch 4993/6000
0s - loss: 2.1504 - success_ratio: 0.7367 - r_coeff: 0.5221 - val_loss: 2.5535 - val_success_ratio: 0.7400 - val_r_coeff: 0.4610
Epoch 4994/6000
0s - loss: 2.1503 - success_ratio: 0.7367 - r_coeff: 0.5222 - val_loss: 2.5534 - val_success_ratio: 0.7400 - val_r_coeff: 0.4610
Epoch 4995/6000
0s - loss: 2.1503 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5533 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 4996/6000
0s - loss: 2.1503 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5532 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 4997/6000
0s - loss: 2.1503 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5531 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 4998/6000
0s - loss: 2.1502 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5531 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 4999/6000
0s - loss: 2.1502 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5531 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 5000/6000
0s - loss: 2.1502 - success_ratio: 0.7367 - r_coeff: 0.5222 - val_loss: 2.5531 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 5001/6000
0s - loss: 2.1502 - success_ratio: 0.7367 - r_coeff: 0.5222 - val_loss: 2.5530 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 5002/6000
0s - loss: 2.1501 - success_ratio: 0.7367 - r_coeff: 0.5222 - val_loss: 2.5529 - val_success_ratio: 0.7400 - val_r_coeff: 0.4611
Epoch 5003/6000
0s - loss: 2.1501 - success_ratio: 0.7367 - r_coeff: 0.5222 - val_loss: 2.5527 - val_success_ratio: 0.7400 - val_r_coeff: 0.4612
Epoch 5004/6000
0s - loss: 2.1501 - success_ratio: 0.7367 - r_coeff: 0.5222 - val_loss: 2.5525 - val_success_ratio: 0.7400 - val_r_coeff: 0.4612
Epoch 5005/6000
0s - loss: 2.1500 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5524 - val_success_ratio: 0.7400 - val_r_coeff: 0.4612
Epoch 5006/6000
0s - loss: 2.1500 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5524 - val_success_ratio: 0.7400 - val_r_coeff: 0.4612
Epoch 5007/6000
0s - loss: 2.1500 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5523 - val_success_ratio: 0.7400 - val_r_coeff: 0.4613
Epoch 5008/6000
0s - loss: 2.1500 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5523 - val_success_ratio: 0.7400 - val_r_coeff: 0.4613
Epoch 5009/6000
0s - loss: 2.1499 - success_ratio: 0.7392 - r_coeff: 0.5222 - val_loss: 2.5523 - val_success_ratio: 0.7400 - val_r_coeff: 0.4613
Epoch 5010/6000
0s - loss: 2.1499 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5523 - val_success_ratio: 0.7400 - val_r_coeff: 0.4613
Epoch 5011/6000
0s - loss: 2.1499 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5522 - val_success_ratio: 0.7400 - val_r_coeff: 0.4613
Epoch 5012/6000
0s - loss: 2.1499 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5520 - val_success_ratio: 0.7400 - val_r_coeff: 0.4613
Epoch 5013/6000
0s - loss: 2.1498 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5518 - val_success_ratio: 0.7400 - val_r_coeff: 0.4614
Epoch 5014/6000
0s - loss: 2.1498 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5516 - val_success_ratio: 0.7400 - val_r_coeff: 0.4614
Epoch 5015/6000
0s - loss: 2.1498 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5515 - val_success_ratio: 0.7400 - val_r_coeff: 0.4614
Epoch 5016/6000
0s - loss: 2.1498 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5514 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5017/6000
0s - loss: 2.1497 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5513 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5018/6000
0s - loss: 2.1497 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5513 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5019/6000
0s - loss: 2.1497 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5512 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5020/6000
0s - loss: 2.1496 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5512 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5021/6000
0s - loss: 2.1496 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5512 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5022/6000
0s - loss: 2.1496 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5512 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5023/6000
0s - loss: 2.1496 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5510 - val_success_ratio: 0.7400 - val_r_coeff: 0.4615
Epoch 5024/6000
0s - loss: 2.1495 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5506 - val_success_ratio: 0.7400 - val_r_coeff: 0.4616
Epoch 5025/6000
0s - loss: 2.1495 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5501 - val_success_ratio: 0.7400 - val_r_coeff: 0.4617
Epoch 5026/6000
0s - loss: 2.1495 - success_ratio: 0.7392 - r_coeff: 0.5223 - val_loss: 2.5496 - val_success_ratio: 0.7400 - val_r_coeff: 0.4618
Epoch 5027/6000
0s - loss: 2.1494 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5491 - val_success_ratio: 0.7400 - val_r_coeff: 0.4619
Epoch 5028/6000
0s - loss: 2.1494 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5486 - val_success_ratio: 0.7400 - val_r_coeff: 0.4620
Epoch 5029/6000
0s - loss: 2.1494 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5484 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5030/6000
0s - loss: 2.1494 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5483 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5031/6000
0s - loss: 2.1493 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5483 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5032/6000
0s - loss: 2.1493 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5483 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5033/6000
0s - loss: 2.1493 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5483 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5034/6000
0s - loss: 2.1493 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5483 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5035/6000
0s - loss: 2.1492 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5483 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5036/6000
0s - loss: 2.1492 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5482 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5037/6000
0s - loss: 2.1492 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5482 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5038/6000
0s - loss: 2.1492 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5481 - val_success_ratio: 0.7400 - val_r_coeff: 0.4621
Epoch 5039/6000
0s - loss: 2.1491 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5480 - val_success_ratio: 0.7400 - val_r_coeff: 0.4622
Epoch 5040/6000
0s - loss: 2.1491 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5477 - val_success_ratio: 0.7400 - val_r_coeff: 0.4622
Epoch 5041/6000
0s - loss: 2.1491 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5475 - val_success_ratio: 0.7400 - val_r_coeff: 0.4623
Epoch 5042/6000
0s - loss: 2.1491 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5472 - val_success_ratio: 0.7400 - val_r_coeff: 0.4623
Epoch 5043/6000
0s - loss: 2.1490 - success_ratio: 0.7392 - r_coeff: 0.5224 - val_loss: 2.5469 - val_success_ratio: 0.7400 - val_r_coeff: 0.4624
Epoch 5044/6000
0s - loss: 2.1490 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5467 - val_success_ratio: 0.7400 - val_r_coeff: 0.4624
Epoch 5045/6000
0s - loss: 2.1490 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5465 - val_success_ratio: 0.7400 - val_r_coeff: 0.4625
Epoch 5046/6000
0s - loss: 2.1489 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5464 - val_success_ratio: 0.7400 - val_r_coeff: 0.4625
Epoch 5047/6000
0s - loss: 2.1489 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5462 - val_success_ratio: 0.7400 - val_r_coeff: 0.4625
Epoch 5048/6000
0s - loss: 2.1489 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5461 - val_success_ratio: 0.7400 - val_r_coeff: 0.4626
Epoch 5049/6000
0s - loss: 2.1489 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5461 - val_success_ratio: 0.7400 - val_r_coeff: 0.4626
Epoch 5050/6000
0s - loss: 2.1488 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5461 - val_success_ratio: 0.7400 - val_r_coeff: 0.4626
Epoch 5051/6000
0s - loss: 2.1488 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5460 - val_success_ratio: 0.7400 - val_r_coeff: 0.4626
Epoch 5052/6000
0s - loss: 2.1488 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5460 - val_success_ratio: 0.7400 - val_r_coeff: 0.4626
Epoch 5053/6000
0s - loss: 2.1487 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5459 - val_success_ratio: 0.7400 - val_r_coeff: 0.4626
Epoch 5054/6000
0s - loss: 2.1487 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5458 - val_success_ratio: 0.7400 - val_r_coeff: 0.4626
Epoch 5055/6000
0s - loss: 2.1486 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5457 - val_success_ratio: 0.7400 - val_r_coeff: 0.4627
Epoch 5056/6000
0s - loss: 2.1486 - success_ratio: 0.7392 - r_coeff: 0.5225 - val_loss: 2.5454 - val_success_ratio: 0.7400 - val_r_coeff: 0.4627
Epoch 5057/6000
0s - loss: 2.1485 - success_ratio: 0.7392 - r_coeff: 0.5226 - val_loss: 2.5450 - val_success_ratio: 0.7400 - val_r_coeff: 0.4628
Epoch 5058/6000
0s - loss: 2.1485 - success_ratio: 0.7392 - r_coeff: 0.5226 - val_loss: 2.5445 - val_success_ratio: 0.7400 - val_r_coeff: 0.4629
Epoch 5059/6000
0s - loss: 2.1485 - success_ratio: 0.7392 - r_coeff: 0.5226 - val_loss: 2.5439 - val_success_ratio: 0.7400 - val_r_coeff: 0.4630
Epoch 5060/6000
0s - loss: 2.1484 - success_ratio: 0.7392 - r_coeff: 0.5226 - val_loss: 2.5434 - val_success_ratio: 0.7400 - val_r_coeff: 0.4631
Epoch 5061/6000
0s - loss: 2.1484 - success_ratio: 0.7392 - r_coeff: 0.5226 - val_loss: 2.5427 - val_success_ratio: 0.7400 - val_r_coeff: 0.4633
Epoch 5062/6000
0s - loss: 2.1483 - success_ratio: 0.7418 - r_coeff: 0.5226 - val_loss: 2.5418 - val_success_ratio: 0.7400 - val_r_coeff: 0.4635
Epoch 5063/6000
0s - loss: 2.1482 - success_ratio: 0.7418 - r_coeff: 0.5226 - val_loss: 2.5409 - val_success_ratio: 0.7400 - val_r_coeff: 0.4637
Epoch 5064/6000
0s - loss: 2.1482 - success_ratio: 0.7418 - r_coeff: 0.5226 - val_loss: 2.5401 - val_success_ratio: 0.7400 - val_r_coeff: 0.4638
Epoch 5065/6000
0s - loss: 2.1481 - success_ratio: 0.7418 - r_coeff: 0.5226 - val_loss: 2.5393 - val_success_ratio: 0.7400 - val_r_coeff: 0.4640
Epoch 5066/6000
0s - loss: 2.1481 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5387 - val_success_ratio: 0.7400 - val_r_coeff: 0.4641
Epoch 5067/6000
0s - loss: 2.1481 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5383 - val_success_ratio: 0.7400 - val_r_coeff: 0.4642
Epoch 5068/6000
0s - loss: 2.1480 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5379 - val_success_ratio: 0.7400 - val_r_coeff: 0.4643
Epoch 5069/6000
0s - loss: 2.1480 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5378 - val_success_ratio: 0.7400 - val_r_coeff: 0.4643
Epoch 5070/6000
0s - loss: 2.1479 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5377 - val_success_ratio: 0.7400 - val_r_coeff: 0.4643
Epoch 5071/6000
0s - loss: 2.1478 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5377 - val_success_ratio: 0.7400 - val_r_coeff: 0.4643
Epoch 5072/6000
0s - loss: 2.1478 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5377 - val_success_ratio: 0.7400 - val_r_coeff: 0.4643
Epoch 5073/6000
0s - loss: 2.1477 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5376 - val_success_ratio: 0.7400 - val_r_coeff: 0.4644
Epoch 5074/6000
0s - loss: 2.1477 - success_ratio: 0.7418 - r_coeff: 0.5227 - val_loss: 2.5374 - val_success_ratio: 0.7400 - val_r_coeff: 0.4644
Epoch 5075/6000
0s - loss: 2.1476 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5371 - val_success_ratio: 0.7400 - val_r_coeff: 0.4645
Epoch 5076/6000
0s - loss: 2.1476 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5367 - val_success_ratio: 0.7400 - val_r_coeff: 0.4646
Epoch 5077/6000
0s - loss: 2.1476 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5362 - val_success_ratio: 0.7400 - val_r_coeff: 0.4647
Epoch 5078/6000
0s - loss: 2.1475 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5358 - val_success_ratio: 0.7400 - val_r_coeff: 0.4647
Epoch 5079/6000
0s - loss: 2.1475 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5354 - val_success_ratio: 0.7400 - val_r_coeff: 0.4648
Epoch 5080/6000
0s - loss: 2.1474 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5350 - val_success_ratio: 0.7400 - val_r_coeff: 0.4649
Epoch 5081/6000
0s - loss: 2.1474 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5345 - val_success_ratio: 0.7400 - val_r_coeff: 0.4650
Epoch 5082/6000
0s - loss: 2.1473 - success_ratio: 0.7418 - r_coeff: 0.5228 - val_loss: 2.5341 - val_success_ratio: 0.7400 - val_r_coeff: 0.4651
Epoch 5083/6000
0s - loss: 2.1473 - success_ratio: 0.7443 - r_coeff: 0.5228 - val_loss: 2.5337 - val_success_ratio: 0.7400 - val_r_coeff: 0.4652
Epoch 5084/6000
0s - loss: 2.1472 - success_ratio: 0.7443 - r_coeff: 0.5228 - val_loss: 2.5334 - val_success_ratio: 0.7400 - val_r_coeff: 0.4653
Epoch 5085/6000
0s - loss: 2.1472 - success_ratio: 0.7443 - r_coeff: 0.5229 - val_loss: 2.5332 - val_success_ratio: 0.7400 - val_r_coeff: 0.4653
Epoch 5086/6000
0s - loss: 2.1471 - success_ratio: 0.7443 - r_coeff: 0.5229 - val_loss: 2.5331 - val_success_ratio: 0.7400 - val_r_coeff: 0.4653
Epoch 5087/6000
0s - loss: 2.1471 - success_ratio: 0.7418 - r_coeff: 0.5229 - val_loss: 2.5330 - val_success_ratio: 0.7400 - val_r_coeff: 0.4653
Epoch 5088/6000
0s - loss: 2.1470 - success_ratio: 0.7418 - r_coeff: 0.5229 - val_loss: 2.5329 - val_success_ratio: 0.7400 - val_r_coeff: 0.4654
Epoch 5089/6000
0s - loss: 2.1470 - success_ratio: 0.7418 - r_coeff: 0.5229 - val_loss: 2.5326 - val_success_ratio: 0.7400 - val_r_coeff: 0.4654
Epoch 5090/6000
0s - loss: 2.1470 - success_ratio: 0.7418 - r_coeff: 0.5229 - val_loss: 2.5323 - val_success_ratio: 0.7400 - val_r_coeff: 0.4655
Epoch 5091/6000
0s - loss: 2.1469 - success_ratio: 0.7443 - r_coeff: 0.5229 - val_loss: 2.5320 - val_success_ratio: 0.7400 - val_r_coeff: 0.4656
Epoch 5092/6000
0s - loss: 2.1469 - success_ratio: 0.7443 - r_coeff: 0.5229 - val_loss: 2.5317 - val_success_ratio: 0.7400 - val_r_coeff: 0.4656
Epoch 5093/6000
0s - loss: 2.1468 - success_ratio: 0.7443 - r_coeff: 0.5229 - val_loss: 2.5314 - val_success_ratio: 0.7400 - val_r_coeff: 0.4657
Epoch 5094/6000
0s - loss: 2.1468 - success_ratio: 0.7443 - r_coeff: 0.5229 - val_loss: 2.5312 - val_success_ratio: 0.7400 - val_r_coeff: 0.4657
Epoch 5095/6000
0s - loss: 2.1467 - success_ratio: 0.7443 - r_coeff: 0.5230 - val_loss: 2.5311 - val_success_ratio: 0.7400 - val_r_coeff: 0.4657
Epoch 5096/6000
0s - loss: 2.1467 - success_ratio: 0.7443 - r_coeff: 0.5230 - val_loss: 2.5310 - val_success_ratio: 0.7400 - val_r_coeff: 0.4657
Epoch 5097/6000
0s - loss: 2.1466 - success_ratio: 0.7418 - r_coeff: 0.5230 - val_loss: 2.5310 - val_success_ratio: 0.7400 - val_r_coeff: 0.4657
Epoch 5098/6000
0s - loss: 2.1466 - success_ratio: 0.7418 - r_coeff: 0.5230 - val_loss: 2.5310 - val_success_ratio: 0.7400 - val_r_coeff: 0.4658
Epoch 5099/6000
0s - loss: 2.1466 - success_ratio: 0.7418 - r_coeff: 0.5230 - val_loss: 2.5308 - val_success_ratio: 0.7400 - val_r_coeff: 0.4658
Epoch 5100/6000
0s - loss: 2.1465 - success_ratio: 0.7418 - r_coeff: 0.5230 - val_loss: 2.5307 - val_success_ratio: 0.7400 - val_r_coeff: 0.4658
Epoch 5101/6000
0s - loss: 2.1465 - success_ratio: 0.7443 - r_coeff: 0.5230 - val_loss: 2.5305 - val_success_ratio: 0.7400 - val_r_coeff: 0.4659
Epoch 5102/6000
0s - loss: 2.1464 - success_ratio: 0.7443 - r_coeff: 0.5230 - val_loss: 2.5302 - val_success_ratio: 0.7400 - val_r_coeff: 0.4659
Epoch 5103/6000
0s - loss: 2.1464 - success_ratio: 0.7443 - r_coeff: 0.5230 - val_loss: 2.5300 - val_success_ratio: 0.7400 - val_r_coeff: 0.4660
Epoch 5104/6000
0s - loss: 2.1463 - success_ratio: 0.7443 - r_coeff: 0.5230 - val_loss: 2.5298 - val_success_ratio: 0.7400 - val_r_coeff: 0.4660
Epoch 5105/6000
0s - loss: 2.1463 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5296 - val_success_ratio: 0.7400 - val_r_coeff: 0.4661
Epoch 5106/6000
0s - loss: 2.1463 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5294 - val_success_ratio: 0.7400 - val_r_coeff: 0.4661
Epoch 5107/6000
0s - loss: 2.1462 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5293 - val_success_ratio: 0.7400 - val_r_coeff: 0.4661
Epoch 5108/6000
0s - loss: 2.1462 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5292 - val_success_ratio: 0.7400 - val_r_coeff: 0.4661
Epoch 5109/6000
0s - loss: 2.1461 - success_ratio: 0.7418 - r_coeff: 0.5231 - val_loss: 2.5291 - val_success_ratio: 0.7400 - val_r_coeff: 0.4662
Epoch 5110/6000
0s - loss: 2.1461 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5289 - val_success_ratio: 0.7400 - val_r_coeff: 0.4662
Epoch 5111/6000
0s - loss: 2.1460 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5286 - val_success_ratio: 0.7400 - val_r_coeff: 0.4663
Epoch 5112/6000
0s - loss: 2.1460 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5284 - val_success_ratio: 0.7400 - val_r_coeff: 0.4663
Epoch 5113/6000
0s - loss: 2.1459 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5281 - val_success_ratio: 0.7400 - val_r_coeff: 0.4664
Epoch 5114/6000
0s - loss: 2.1459 - success_ratio: 0.7443 - r_coeff: 0.5231 - val_loss: 2.5279 - val_success_ratio: 0.7400 - val_r_coeff: 0.4664
Epoch 5115/6000
0s - loss: 2.1459 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5277 - val_success_ratio: 0.7400 - val_r_coeff: 0.4664
Epoch 5116/6000
0s - loss: 2.1458 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5276 - val_success_ratio: 0.7400 - val_r_coeff: 0.4665
Epoch 5117/6000
0s - loss: 2.1458 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5275 - val_success_ratio: 0.7400 - val_r_coeff: 0.4665
Epoch 5118/6000
0s - loss: 2.1457 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5275 - val_success_ratio: 0.7400 - val_r_coeff: 0.4665
Epoch 5119/6000
0s - loss: 2.1457 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5275 - val_success_ratio: 0.7400 - val_r_coeff: 0.4665
Epoch 5120/6000
0s - loss: 2.1456 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5275 - val_success_ratio: 0.7400 - val_r_coeff: 0.4665
Epoch 5121/6000
0s - loss: 2.1456 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5273 - val_success_ratio: 0.7400 - val_r_coeff: 0.4665
Epoch 5122/6000
0s - loss: 2.1455 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5270 - val_success_ratio: 0.7400 - val_r_coeff: 0.4666
Epoch 5123/6000
0s - loss: 2.1455 - success_ratio: 0.7443 - r_coeff: 0.5232 - val_loss: 2.5268 - val_success_ratio: 0.7400 - val_r_coeff: 0.4666
Epoch 5124/6000
0s - loss: 2.1454 - success_ratio: 0.7468 - r_coeff: 0.5232 - val_loss: 2.5265 - val_success_ratio: 0.7400 - val_r_coeff: 0.4667
Epoch 5125/6000
0s - loss: 2.1454 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5263 - val_success_ratio: 0.7400 - val_r_coeff: 0.4668
Epoch 5126/6000
0s - loss: 2.1453 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5261 - val_success_ratio: 0.7400 - val_r_coeff: 0.4668
Epoch 5127/6000
0s - loss: 2.1453 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5260 - val_success_ratio: 0.7400 - val_r_coeff: 0.4668
Epoch 5128/6000
0s - loss: 2.1452 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5259 - val_success_ratio: 0.7400 - val_r_coeff: 0.4668
Epoch 5129/6000
0s - loss: 2.1452 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5259 - val_success_ratio: 0.7400 - val_r_coeff: 0.4668
Epoch 5130/6000
0s - loss: 2.1452 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5258 - val_success_ratio: 0.7400 - val_r_coeff: 0.4669
Epoch 5131/6000
0s - loss: 2.1451 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5257 - val_success_ratio: 0.7400 - val_r_coeff: 0.4669
Epoch 5132/6000
0s - loss: 2.1451 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5256 - val_success_ratio: 0.7400 - val_r_coeff: 0.4669
Epoch 5133/6000
0s - loss: 2.1450 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5255 - val_success_ratio: 0.7400 - val_r_coeff: 0.4669
Epoch 5134/6000
0s - loss: 2.1450 - success_ratio: 0.7468 - r_coeff: 0.5233 - val_loss: 2.5253 - val_success_ratio: 0.7400 - val_r_coeff: 0.4670
Epoch 5135/6000
0s - loss: 2.1449 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5252 - val_success_ratio: 0.7400 - val_r_coeff: 0.4670
Epoch 5136/6000
0s - loss: 2.1449 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5251 - val_success_ratio: 0.7400 - val_r_coeff: 0.4670
Epoch 5137/6000
0s - loss: 2.1449 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5250 - val_success_ratio: 0.7400 - val_r_coeff: 0.4670
Epoch 5138/6000
0s - loss: 2.1448 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5249 - val_success_ratio: 0.7400 - val_r_coeff: 0.4670
Epoch 5139/6000
0s - loss: 2.1448 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5247 - val_success_ratio: 0.7400 - val_r_coeff: 0.4671
Epoch 5140/6000
0s - loss: 2.1447 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5245 - val_success_ratio: 0.7400 - val_r_coeff: 0.4671
Epoch 5141/6000
0s - loss: 2.1447 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5243 - val_success_ratio: 0.7400 - val_r_coeff: 0.4672
Epoch 5142/6000
0s - loss: 2.1447 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5243 - val_success_ratio: 0.7400 - val_r_coeff: 0.4672
Epoch 5143/6000
0s - loss: 2.1446 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5243 - val_success_ratio: 0.7400 - val_r_coeff: 0.4672
Epoch 5144/6000
0s - loss: 2.1446 - success_ratio: 0.7468 - r_coeff: 0.5234 - val_loss: 2.5243 - val_success_ratio: 0.7400 - val_r_coeff: 0.4672
Epoch 5145/6000
0s - loss: 2.1445 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5242 - val_success_ratio: 0.7400 - val_r_coeff: 0.4672
Epoch 5146/6000
0s - loss: 2.1445 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5240 - val_success_ratio: 0.7400 - val_r_coeff: 0.4672
Epoch 5147/6000
0s - loss: 2.1444 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5238 - val_success_ratio: 0.7400 - val_r_coeff: 0.4673
Epoch 5148/6000
0s - loss: 2.1444 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5236 - val_success_ratio: 0.7400 - val_r_coeff: 0.4673
Epoch 5149/6000
0s - loss: 2.1443 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5235 - val_success_ratio: 0.7400 - val_r_coeff: 0.4673
Epoch 5150/6000
0s - loss: 2.1443 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5234 - val_success_ratio: 0.7400 - val_r_coeff: 0.4674
Epoch 5151/6000
0s - loss: 2.1443 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5233 - val_success_ratio: 0.7400 - val_r_coeff: 0.4674
Epoch 5152/6000
0s - loss: 2.1442 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5232 - val_success_ratio: 0.7400 - val_r_coeff: 0.4674
Epoch 5153/6000
0s - loss: 2.1442 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5230 - val_success_ratio: 0.7400 - val_r_coeff: 0.4674
Epoch 5154/6000
0s - loss: 2.1441 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5228 - val_success_ratio: 0.7400 - val_r_coeff: 0.4675
Epoch 5155/6000
0s - loss: 2.1441 - success_ratio: 0.7468 - r_coeff: 0.5235 - val_loss: 2.5226 - val_success_ratio: 0.7400 - val_r_coeff: 0.4675
Epoch 5156/6000
0s - loss: 2.1440 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5225 - val_success_ratio: 0.7400 - val_r_coeff: 0.4676
Epoch 5157/6000
0s - loss: 2.1440 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5224 - val_success_ratio: 0.7400 - val_r_coeff: 0.4676
Epoch 5158/6000
0s - loss: 2.1440 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5224 - val_success_ratio: 0.7400 - val_r_coeff: 0.4676
Epoch 5159/6000
0s - loss: 2.1439 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5224 - val_success_ratio: 0.7400 - val_r_coeff: 0.4676
Epoch 5160/6000
0s - loss: 2.1439 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5223 - val_success_ratio: 0.7400 - val_r_coeff: 0.4676
Epoch 5161/6000
0s - loss: 2.1438 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5221 - val_success_ratio: 0.7400 - val_r_coeff: 0.4676
Epoch 5162/6000
0s - loss: 2.1438 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5220 - val_success_ratio: 0.7400 - val_r_coeff: 0.4677
Epoch 5163/6000
0s - loss: 2.1437 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5219 - val_success_ratio: 0.7400 - val_r_coeff: 0.4677
Epoch 5164/6000
0s - loss: 2.1437 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5218 - val_success_ratio: 0.7400 - val_r_coeff: 0.4677
Epoch 5165/6000
0s - loss: 2.1437 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5217 - val_success_ratio: 0.7400 - val_r_coeff: 0.4677
Epoch 5166/6000
0s - loss: 2.1436 - success_ratio: 0.7468 - r_coeff: 0.5236 - val_loss: 2.5215 - val_success_ratio: 0.7400 - val_r_coeff: 0.4678
Epoch 5167/6000
0s - loss: 2.1436 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5213 - val_success_ratio: 0.7400 - val_r_coeff: 0.4678
Epoch 5168/6000
0s - loss: 2.1435 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5211 - val_success_ratio: 0.7400 - val_r_coeff: 0.4678
Epoch 5169/6000
0s - loss: 2.1435 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5210 - val_success_ratio: 0.7400 - val_r_coeff: 0.4679
Epoch 5170/6000
0s - loss: 2.1435 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5209 - val_success_ratio: 0.7400 - val_r_coeff: 0.4679
Epoch 5171/6000
0s - loss: 2.1434 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5209 - val_success_ratio: 0.7400 - val_r_coeff: 0.4679
Epoch 5172/6000
0s - loss: 2.1434 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5208 - val_success_ratio: 0.7400 - val_r_coeff: 0.4679
Epoch 5173/6000
0s - loss: 2.1433 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5206 - val_success_ratio: 0.7400 - val_r_coeff: 0.4679
Epoch 5174/6000
0s - loss: 2.1433 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5205 - val_success_ratio: 0.7400 - val_r_coeff: 0.4680
Epoch 5175/6000
0s - loss: 2.1433 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5205 - val_success_ratio: 0.7400 - val_r_coeff: 0.4680
Epoch 5176/6000
0s - loss: 2.1432 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5204 - val_success_ratio: 0.7400 - val_r_coeff: 0.4680
Epoch 5177/6000
0s - loss: 2.1432 - success_ratio: 0.7468 - r_coeff: 0.5237 - val_loss: 2.5203 - val_success_ratio: 0.7400 - val_r_coeff: 0.4680
Epoch 5178/6000
0s - loss: 2.1431 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5202 - val_success_ratio: 0.7400 - val_r_coeff: 0.4680
Epoch 5179/6000
0s - loss: 2.1431 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5200 - val_success_ratio: 0.7400 - val_r_coeff: 0.4681
Epoch 5180/6000
0s - loss: 2.1431 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5200 - val_success_ratio: 0.7400 - val_r_coeff: 0.4681
Epoch 5181/6000
0s - loss: 2.1430 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5199 - val_success_ratio: 0.7400 - val_r_coeff: 0.4681
Epoch 5182/6000
0s - loss: 2.1430 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5198 - val_success_ratio: 0.7400 - val_r_coeff: 0.4681
Epoch 5183/6000
0s - loss: 2.1429 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5196 - val_success_ratio: 0.7400 - val_r_coeff: 0.4682
Epoch 5184/6000
0s - loss: 2.1429 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5194 - val_success_ratio: 0.7400 - val_r_coeff: 0.4682
Epoch 5185/6000
0s - loss: 2.1428 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5192 - val_success_ratio: 0.7400 - val_r_coeff: 0.4682
Epoch 5186/6000
0s - loss: 2.1428 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5190 - val_success_ratio: 0.7400 - val_r_coeff: 0.4683
Epoch 5187/6000
0s - loss: 2.1428 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5189 - val_success_ratio: 0.7400 - val_r_coeff: 0.4683
Epoch 5188/6000
0s - loss: 2.1427 - success_ratio: 0.7468 - r_coeff: 0.5238 - val_loss: 2.5189 - val_success_ratio: 0.7400 - val_r_coeff: 0.4683
Epoch 5189/6000
0s - loss: 2.1427 - success_ratio: 0.7468 - r_coeff: 0.5239 - val_loss: 2.5189 - val_success_ratio: 0.7400 - val_r_coeff: 0.4683
Epoch 5190/6000
0s - loss: 2.1427 - success_ratio: 0.7468 - r_coeff: 0.5239 - val_loss: 2.5188 - val_success_ratio: 0.7400 - val_r_coeff: 0.4683
Epoch 5191/6000
0s - loss: 2.1426 - success_ratio: 0.7468 - r_coeff: 0.5239 - val_loss: 2.5188 - val_success_ratio: 0.7400 - val_r_coeff: 0.4683
Epoch 5192/6000
0s - loss: 2.1426 - success_ratio: 0.7468 - r_coeff: 0.5239 - val_loss: 2.5187 - val_success_ratio: 0.7400 - val_r_coeff: 0.4683
Epoch 5193/6000
0s - loss: 2.1425 - success_ratio: 0.7468 - r_coeff: 0.5239 - val_loss: 2.5186 - val_success_ratio: 0.7400 - val_r_coeff: 0.4684
Epoch 5194/6000
0s - loss: 2.1425 - success_ratio: 0.7468 - r_coeff: 0.5239 - val_loss: 2.5185 - val_success_ratio: 0.7400 - val_r_coeff: 0.4684
Epoch 5195/6000
0s - loss: 2.1425 - success_ratio: 0.7468 - r_coeff: 0.5239 - val_loss: 2.5183 - val_success_ratio: 0.7400 - val_r_coeff: 0.4684
Epoch 5196/6000
0s - loss: 2.1424 - success_ratio: 0.7443 - r_coeff: 0.5239 - val_loss: 2.5181 - val_success_ratio: 0.7400 - val_r_coeff: 0.4685
Epoch 5197/6000
0s - loss: 2.1424 - success_ratio: 0.7443 - r_coeff: 0.5239 - val_loss: 2.5179 - val_success_ratio: 0.7400 - val_r_coeff: 0.4685
Epoch 5198/6000
0s - loss: 2.1423 - success_ratio: 0.7443 - r_coeff: 0.5239 - val_loss: 2.5177 - val_success_ratio: 0.7400 - val_r_coeff: 0.4686
Epoch 5199/6000
0s - loss: 2.1423 - success_ratio: 0.7443 - r_coeff: 0.5239 - val_loss: 2.5176 - val_success_ratio: 0.7400 - val_r_coeff: 0.4686
Epoch 5200/6000
0s - loss: 2.1423 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5174 - val_success_ratio: 0.7400 - val_r_coeff: 0.4686
Epoch 5201/6000
0s - loss: 2.1422 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5173 - val_success_ratio: 0.7400 - val_r_coeff: 0.4686
Epoch 5202/6000
0s - loss: 2.1422 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5174 - val_success_ratio: 0.7400 - val_r_coeff: 0.4686
Epoch 5203/6000
0s - loss: 2.1421 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5174 - val_success_ratio: 0.7400 - val_r_coeff: 0.4686
Epoch 5204/6000
0s - loss: 2.1421 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5173 - val_success_ratio: 0.7400 - val_r_coeff: 0.4686
Epoch 5205/6000
0s - loss: 2.1421 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5172 - val_success_ratio: 0.7400 - val_r_coeff: 0.4687
Epoch 5206/6000
0s - loss: 2.1420 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5171 - val_success_ratio: 0.7400 - val_r_coeff: 0.4687
Epoch 5207/6000
0s - loss: 2.1420 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5169 - val_success_ratio: 0.7400 - val_r_coeff: 0.4687
Epoch 5208/6000
0s - loss: 2.1419 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5168 - val_success_ratio: 0.7400 - val_r_coeff: 0.4688
Epoch 5209/6000
0s - loss: 2.1419 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5167 - val_success_ratio: 0.7400 - val_r_coeff: 0.4688
Epoch 5210/6000
0s - loss: 2.1419 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5165 - val_success_ratio: 0.7400 - val_r_coeff: 0.4688
Epoch 5211/6000
0s - loss: 2.1418 - success_ratio: 0.7443 - r_coeff: 0.5240 - val_loss: 2.5163 - val_success_ratio: 0.7400 - val_r_coeff: 0.4689
Epoch 5212/6000
0s - loss: 2.1418 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5162 - val_success_ratio: 0.7400 - val_r_coeff: 0.4689
Epoch 5213/6000
0s - loss: 2.1417 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5161 - val_success_ratio: 0.7400 - val_r_coeff: 0.4689
Epoch 5214/6000
0s - loss: 2.1417 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5161 - val_success_ratio: 0.7400 - val_r_coeff: 0.4689
Epoch 5215/6000
0s - loss: 2.1417 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5160 - val_success_ratio: 0.7400 - val_r_coeff: 0.4689
Epoch 5216/6000
0s - loss: 2.1416 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5159 - val_success_ratio: 0.7400 - val_r_coeff: 0.4689
Epoch 5217/6000
0s - loss: 2.1416 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5158 - val_success_ratio: 0.7400 - val_r_coeff: 0.4690
Epoch 5218/6000
0s - loss: 2.1416 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5157 - val_success_ratio: 0.7400 - val_r_coeff: 0.4690
Epoch 5219/6000
0s - loss: 2.1415 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5156 - val_success_ratio: 0.7400 - val_r_coeff: 0.4690
Epoch 5220/6000
0s - loss: 2.1415 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5155 - val_success_ratio: 0.7400 - val_r_coeff: 0.4690
Epoch 5221/6000
0s - loss: 2.1414 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5154 - val_success_ratio: 0.7400 - val_r_coeff: 0.4690
Epoch 5222/6000
0s - loss: 2.1414 - success_ratio: 0.7443 - r_coeff: 0.5241 - val_loss: 2.5153 - val_success_ratio: 0.7400 - val_r_coeff: 0.4691
Epoch 5223/6000
0s - loss: 2.1414 - success_ratio: 0.7443 - r_coeff: 0.5242 - val_loss: 2.5153 - val_success_ratio: 0.7400 - val_r_coeff: 0.4691
Epoch 5224/6000
0s - loss: 2.1413 - success_ratio: 0.7443 - r_coeff: 0.5242 - val_loss: 2.5151 - val_success_ratio: 0.7400 - val_r_coeff: 0.4691
Epoch 5225/6000
0s - loss: 2.1413 - success_ratio: 0.7443 - r_coeff: 0.5242 - val_loss: 2.5150 - val_success_ratio: 0.7400 - val_r_coeff: 0.4691
Epoch 5226/6000
0s - loss: 2.1412 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5148 - val_success_ratio: 0.7400 - val_r_coeff: 0.4692
Epoch 5227/6000
0s - loss: 2.1412 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5147 - val_success_ratio: 0.7400 - val_r_coeff: 0.4692
Epoch 5228/6000
0s - loss: 2.1412 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5147 - val_success_ratio: 0.7400 - val_r_coeff: 0.4692
Epoch 5229/6000
0s - loss: 2.1411 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5146 - val_success_ratio: 0.7400 - val_r_coeff: 0.4692
Epoch 5230/6000
0s - loss: 2.1411 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5145 - val_success_ratio: 0.7400 - val_r_coeff: 0.4692
Epoch 5231/6000
0s - loss: 2.1411 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5144 - val_success_ratio: 0.7400 - val_r_coeff: 0.4693
Epoch 5232/6000
0s - loss: 2.1410 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5143 - val_success_ratio: 0.7400 - val_r_coeff: 0.4693
Epoch 5233/6000
0s - loss: 2.1410 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5143 - val_success_ratio: 0.7400 - val_r_coeff: 0.4693
Epoch 5234/6000
0s - loss: 2.1409 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5142 - val_success_ratio: 0.7400 - val_r_coeff: 0.4693
Epoch 5235/6000
0s - loss: 2.1409 - success_ratio: 0.7468 - r_coeff: 0.5242 - val_loss: 2.5141 - val_success_ratio: 0.7400 - val_r_coeff: 0.4693
Epoch 5236/6000
0s - loss: 2.1409 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5139 - val_success_ratio: 0.7400 - val_r_coeff: 0.4694
Epoch 5237/6000
0s - loss: 2.1408 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5137 - val_success_ratio: 0.7400 - val_r_coeff: 0.4694
Epoch 5238/6000
0s - loss: 2.1408 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5136 - val_success_ratio: 0.7400 - val_r_coeff: 0.4694
Epoch 5239/6000
0s - loss: 2.1408 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5135 - val_success_ratio: 0.7400 - val_r_coeff: 0.4694
Epoch 5240/6000
0s - loss: 2.1407 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5135 - val_success_ratio: 0.7400 - val_r_coeff: 0.4695
Epoch 5241/6000
0s - loss: 2.1407 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5134 - val_success_ratio: 0.7400 - val_r_coeff: 0.4695
Epoch 5242/6000
0s - loss: 2.1407 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5133 - val_success_ratio: 0.7400 - val_r_coeff: 0.4695
Epoch 5243/6000
0s - loss: 2.1406 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5132 - val_success_ratio: 0.7400 - val_r_coeff: 0.4695
Epoch 5244/6000
0s - loss: 2.1406 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5132 - val_success_ratio: 0.7400 - val_r_coeff: 0.4695
Epoch 5245/6000
0s - loss: 2.1405 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5131 - val_success_ratio: 0.7400 - val_r_coeff: 0.4695
Epoch 5246/6000
0s - loss: 2.1405 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5130 - val_success_ratio: 0.7400 - val_r_coeff: 0.4696
Epoch 5247/6000
0s - loss: 2.1405 - success_ratio: 0.7468 - r_coeff: 0.5243 - val_loss: 2.5128 - val_success_ratio: 0.7400 - val_r_coeff: 0.4696
Epoch 5248/6000
0s - loss: 2.1404 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5127 - val_success_ratio: 0.7400 - val_r_coeff: 0.4696
Epoch 5249/6000
0s - loss: 2.1404 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5126 - val_success_ratio: 0.7400 - val_r_coeff: 0.4696
Epoch 5250/6000
0s - loss: 2.1404 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5125 - val_success_ratio: 0.7400 - val_r_coeff: 0.4697
Epoch 5251/6000
0s - loss: 2.1403 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5125 - val_success_ratio: 0.7400 - val_r_coeff: 0.4697
Epoch 5252/6000
0s - loss: 2.1403 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5124 - val_success_ratio: 0.7400 - val_r_coeff: 0.4697
Epoch 5253/6000
0s - loss: 2.1403 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5123 - val_success_ratio: 0.7400 - val_r_coeff: 0.4697
Epoch 5254/6000
0s - loss: 2.1402 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5122 - val_success_ratio: 0.7400 - val_r_coeff: 0.4697
Epoch 5255/6000
0s - loss: 2.1402 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5122 - val_success_ratio: 0.7400 - val_r_coeff: 0.4697
Epoch 5256/6000
0s - loss: 2.1401 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5120 - val_success_ratio: 0.7400 - val_r_coeff: 0.4698
Epoch 5257/6000
0s - loss: 2.1401 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5118 - val_success_ratio: 0.7400 - val_r_coeff: 0.4698
Epoch 5258/6000
0s - loss: 2.1401 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5117 - val_success_ratio: 0.7400 - val_r_coeff: 0.4698
Epoch 5259/6000
0s - loss: 2.1400 - success_ratio: 0.7468 - r_coeff: 0.5244 - val_loss: 2.5116 - val_success_ratio: 0.7400 - val_r_coeff: 0.4699
Epoch 5260/6000
0s - loss: 2.1400 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5116 - val_success_ratio: 0.7400 - val_r_coeff: 0.4699
Epoch 5261/6000
0s - loss: 2.1400 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5116 - val_success_ratio: 0.7400 - val_r_coeff: 0.4699
Epoch 5262/6000
0s - loss: 2.1399 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5115 - val_success_ratio: 0.7400 - val_r_coeff: 0.4699
Epoch 5263/6000
0s - loss: 2.1399 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5114 - val_success_ratio: 0.7400 - val_r_coeff: 0.4699
Epoch 5264/6000
0s - loss: 2.1399 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5113 - val_success_ratio: 0.7400 - val_r_coeff: 0.4699
Epoch 5265/6000
0s - loss: 2.1398 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5112 - val_success_ratio: 0.7400 - val_r_coeff: 0.4699
Epoch 5266/6000
0s - loss: 2.1398 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5111 - val_success_ratio: 0.7400 - val_r_coeff: 0.4700
Epoch 5267/6000
0s - loss: 2.1398 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5110 - val_success_ratio: 0.7400 - val_r_coeff: 0.4700
Epoch 5268/6000
0s - loss: 2.1397 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5108 - val_success_ratio: 0.7400 - val_r_coeff: 0.4700
Epoch 5269/6000
0s - loss: 2.1397 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5107 - val_success_ratio: 0.7400 - val_r_coeff: 0.4700
Epoch 5270/6000
0s - loss: 2.1396 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5107 - val_success_ratio: 0.7400 - val_r_coeff: 0.4700
Epoch 5271/6000
0s - loss: 2.1396 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5106 - val_success_ratio: 0.7400 - val_r_coeff: 0.4701
Epoch 5272/6000
0s - loss: 2.1396 - success_ratio: 0.7468 - r_coeff: 0.5245 - val_loss: 2.5105 - val_success_ratio: 0.7400 - val_r_coeff: 0.4701
Epoch 5273/6000
0s - loss: 2.1395 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5104 - val_success_ratio: 0.7400 - val_r_coeff: 0.4701
Epoch 5274/6000
0s - loss: 2.1395 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5102 - val_success_ratio: 0.7400 - val_r_coeff: 0.4701
Epoch 5275/6000
0s - loss: 2.1395 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5101 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5276/6000
0s - loss: 2.1394 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5100 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5277/6000
0s - loss: 2.1394 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5101 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5278/6000
0s - loss: 2.1394 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5102 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5279/6000
0s - loss: 2.1393 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5102 - val_success_ratio: 0.7400 - val_r_coeff: 0.4701
Epoch 5280/6000
0s - loss: 2.1393 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5103 - val_success_ratio: 0.7400 - val_r_coeff: 0.4701
Epoch 5281/6000
0s - loss: 2.1393 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5102 - val_success_ratio: 0.7400 - val_r_coeff: 0.4701
Epoch 5282/6000
0s - loss: 2.1392 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5101 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5283/6000
0s - loss: 2.1392 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5101 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5284/6000
0s - loss: 2.1392 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5100 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5285/6000
0s - loss: 2.1391 - success_ratio: 0.7468 - r_coeff: 0.5246 - val_loss: 2.5100 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5286/6000
0s - loss: 2.1391 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5099 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5287/6000
0s - loss: 2.1391 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5098 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5288/6000
0s - loss: 2.1390 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5098 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5289/6000
0s - loss: 2.1390 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5096 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5290/6000
0s - loss: 2.1390 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5291/6000
0s - loss: 2.1389 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5292/6000
0s - loss: 2.1389 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5293/6000
0s - loss: 2.1389 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5294/6000
0s - loss: 2.1389 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5295/6000
0s - loss: 2.1388 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5296/6000
0s - loss: 2.1388 - success_ratio: 0.7443 - r_coeff: 0.5247 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5297/6000
0s - loss: 2.1388 - success_ratio: 0.7443 - r_coeff: 0.5247 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5298/6000
0s - loss: 2.1387 - success_ratio: 0.7468 - r_coeff: 0.5247 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5299/6000
0s - loss: 2.1387 - success_ratio: 0.7443 - r_coeff: 0.5247 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5300/6000
0s - loss: 2.1387 - success_ratio: 0.7443 - r_coeff: 0.5247 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5301/6000
0s - loss: 2.1386 - success_ratio: 0.7443 - r_coeff: 0.5248 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5302/6000
0s - loss: 2.1386 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5096 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5303/6000
0s - loss: 2.1386 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5096 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5304/6000
0s - loss: 2.1386 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5305/6000
0s - loss: 2.1385 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5306/6000
0s - loss: 2.1385 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5307/6000
0s - loss: 2.1385 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5308/6000
0s - loss: 2.1384 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5309/6000
0s - loss: 2.1384 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5310/6000
0s - loss: 2.1384 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5311/6000
0s - loss: 2.1383 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5312/6000
0s - loss: 2.1383 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5313/6000
0s - loss: 2.1383 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5314/6000
0s - loss: 2.1383 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5315/6000
0s - loss: 2.1382 - success_ratio: 0.7418 - r_coeff: 0.5248 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5316/6000
0s - loss: 2.1382 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5317/6000
0s - loss: 2.1382 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5318/6000
0s - loss: 2.1382 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5319/6000
0s - loss: 2.1381 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5320/6000
0s - loss: 2.1381 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5321/6000
0s - loss: 2.1381 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5322/6000
0s - loss: 2.1380 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5323/6000
0s - loss: 2.1380 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5324/6000
0s - loss: 2.1380 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5325/6000
0s - loss: 2.1380 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5326/6000
0s - loss: 2.1379 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5327/6000
0s - loss: 2.1379 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5328/6000
0s - loss: 2.1379 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5329/6000
0s - loss: 2.1379 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5330/6000
0s - loss: 2.1378 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5331/6000
0s - loss: 2.1378 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5332/6000
0s - loss: 2.1378 - success_ratio: 0.7418 - r_coeff: 0.5249 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5333/6000
0s - loss: 2.1377 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5334/6000
0s - loss: 2.1377 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5335/6000
0s - loss: 2.1377 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5336/6000
0s - loss: 2.1377 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5337/6000
0s - loss: 2.1376 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5338/6000
0s - loss: 2.1376 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5339/6000
0s - loss: 2.1376 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5340/6000
0s - loss: 2.1376 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5341/6000
0s - loss: 2.1375 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5342/6000
0s - loss: 2.1375 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5343/6000
0s - loss: 2.1375 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5344/6000
0s - loss: 2.1374 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5345/6000
0s - loss: 2.1374 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5346/6000
0s - loss: 2.1374 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5347/6000
0s - loss: 2.1374 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5348/6000
0s - loss: 2.1373 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5349/6000
0s - loss: 2.1373 - success_ratio: 0.7418 - r_coeff: 0.5250 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5350/6000
0s - loss: 2.1373 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5351/6000
0s - loss: 2.1373 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5352/6000
0s - loss: 2.1372 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5353/6000
0s - loss: 2.1372 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5354/6000
0s - loss: 2.1372 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5355/6000
0s - loss: 2.1372 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5356/6000
0s - loss: 2.1371 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5357/6000
0s - loss: 2.1371 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5358/6000
0s - loss: 2.1371 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5359/6000
0s - loss: 2.1371 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5360/6000
0s - loss: 2.1370 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5361/6000
0s - loss: 2.1370 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5362/6000
0s - loss: 2.1370 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5363/6000
0s - loss: 2.1370 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5364/6000
0s - loss: 2.1370 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5365/6000
0s - loss: 2.1369 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5366/6000
0s - loss: 2.1369 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5367/6000
0s - loss: 2.1369 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5368/6000
0s - loss: 2.1369 - success_ratio: 0.7418 - r_coeff: 0.5251 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5369/6000
0s - loss: 2.1368 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5370/6000
0s - loss: 2.1368 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5371/6000
0s - loss: 2.1368 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5372/6000
0s - loss: 2.1368 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5373/6000
0s - loss: 2.1368 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5374/6000
0s - loss: 2.1367 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5375/6000
0s - loss: 2.1367 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5376/6000
0s - loss: 2.1367 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5377/6000
0s - loss: 2.1367 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5378/6000
0s - loss: 2.1367 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5379/6000
0s - loss: 2.1366 - success_ratio: 0.7418 - r_coeff: 0.5252 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5380/6000
0s - loss: 2.1366 - success_ratio: 0.7443 - r_coeff: 0.5252 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5381/6000
0s - loss: 2.1366 - success_ratio: 0.7443 - r_coeff: 0.5252 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5382/6000
0s - loss: 2.1366 - success_ratio: 0.7443 - r_coeff: 0.5252 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5383/6000
0s - loss: 2.1366 - success_ratio: 0.7468 - r_coeff: 0.5252 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5384/6000
0s - loss: 2.1365 - success_ratio: 0.7468 - r_coeff: 0.5252 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5385/6000
0s - loss: 2.1365 - success_ratio: 0.7468 - r_coeff: 0.5252 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5386/6000
0s - loss: 2.1365 - success_ratio: 0.7468 - r_coeff: 0.5252 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5387/6000
0s - loss: 2.1365 - success_ratio: 0.7468 - r_coeff: 0.5252 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5388/6000
0s - loss: 2.1365 - success_ratio: 0.7468 - r_coeff: 0.5252 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5389/6000
0s - loss: 2.1364 - success_ratio: 0.7468 - r_coeff: 0.5252 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5390/6000
0s - loss: 2.1364 - success_ratio: 0.7443 - r_coeff: 0.5252 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5391/6000
0s - loss: 2.1364 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5392/6000
0s - loss: 2.1364 - success_ratio: 0.7468 - r_coeff: 0.5253 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5393/6000
0s - loss: 2.1364 - success_ratio: 0.7468 - r_coeff: 0.5253 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5394/6000
0s - loss: 2.1364 - success_ratio: 0.7468 - r_coeff: 0.5253 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5395/6000
0s - loss: 2.1364 - success_ratio: 0.7468 - r_coeff: 0.5253 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5396/6000
0s - loss: 2.1363 - success_ratio: 0.7468 - r_coeff: 0.5253 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5397/6000
0s - loss: 2.1363 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5098 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5398/6000
0s - loss: 2.1363 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5098 - val_success_ratio: 0.7400 - val_r_coeff: 0.4702
Epoch 5399/6000
0s - loss: 2.1363 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5097 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5400/6000
0s - loss: 2.1363 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5096 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5401/6000
0s - loss: 2.1362 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5402/6000
0s - loss: 2.1362 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5403/6000
0s - loss: 2.1362 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5404/6000
0s - loss: 2.1362 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5405/6000
0s - loss: 2.1362 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5406/6000
0s - loss: 2.1362 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5407/6000
0s - loss: 2.1361 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5097 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5408/6000
0s - loss: 2.1361 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5409/6000
0s - loss: 2.1361 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5410/6000
0s - loss: 2.1361 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5411/6000
0s - loss: 2.1361 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5412/6000
0s - loss: 2.1361 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5413/6000
0s - loss: 2.1360 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5414/6000
0s - loss: 2.1360 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5415/6000
0s - loss: 2.1360 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5416/6000
0s - loss: 2.1360 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5417/6000
0s - loss: 2.1360 - success_ratio: 0.7468 - r_coeff: 0.5253 - val_loss: 2.5094 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5418/6000
0s - loss: 2.1360 - success_ratio: 0.7443 - r_coeff: 0.5253 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5419/6000
0s - loss: 2.1360 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5097 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5420/6000
0s - loss: 2.1359 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5097 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5421/6000
0s - loss: 2.1359 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5097 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5422/6000
0s - loss: 2.1359 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5096 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5423/6000
0s - loss: 2.1359 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5095 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5424/6000
0s - loss: 2.1359 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5425/6000
0s - loss: 2.1359 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5426/6000
0s - loss: 2.1358 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5427/6000
0s - loss: 2.1358 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5428/6000
0s - loss: 2.1358 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5429/6000
0s - loss: 2.1358 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5430/6000
0s - loss: 2.1358 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5082 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5431/6000
0s - loss: 2.1358 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5432/6000
0s - loss: 2.1358 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5433/6000
0s - loss: 2.1357 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5434/6000
0s - loss: 2.1357 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5435/6000
0s - loss: 2.1357 - success_ratio: 0.7443 - r_coeff: 0.5254 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5436/6000
0s - loss: 2.1357 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5437/6000
0s - loss: 2.1357 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5438/6000
0s - loss: 2.1357 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5439/6000
0s - loss: 2.1356 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5440/6000
0s - loss: 2.1356 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5441/6000
0s - loss: 2.1356 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5442/6000
0s - loss: 2.1356 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5443/6000
0s - loss: 2.1356 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5444/6000
0s - loss: 2.1356 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5082 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5445/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5081 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5446/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5080 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5447/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5254 - val_loss: 2.5079 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5448/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5079 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5449/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5079 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5450/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5079 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5451/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5078 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5452/6000
0s - loss: 2.1355 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5078 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5453/6000
0s - loss: 2.1354 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5077 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5454/6000
0s - loss: 2.1354 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5077 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5455/6000
0s - loss: 2.1354 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5077 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5456/6000
0s - loss: 2.1354 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5457/6000
0s - loss: 2.1354 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5458/6000
0s - loss: 2.1354 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5459/6000
0s - loss: 2.1354 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5460/6000
0s - loss: 2.1353 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5461/6000
0s - loss: 2.1353 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5462/6000
0s - loss: 2.1353 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5463/6000
0s - loss: 2.1353 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5464/6000
0s - loss: 2.1353 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5465/6000
0s - loss: 2.1353 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5466/6000
0s - loss: 2.1352 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5467/6000
0s - loss: 2.1352 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5069 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5468/6000
0s - loss: 2.1352 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5469/6000
0s - loss: 2.1352 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5470/6000
0s - loss: 2.1352 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5471/6000
0s - loss: 2.1352 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5472/6000
0s - loss: 2.1352 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5473/6000
0s - loss: 2.1351 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5474/6000
0s - loss: 2.1351 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5475/6000
0s - loss: 2.1351 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5065 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5476/6000
0s - loss: 2.1351 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5064 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5477/6000
0s - loss: 2.1351 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5063 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5478/6000
0s - loss: 2.1351 - success_ratio: 0.7468 - r_coeff: 0.5255 - val_loss: 2.5062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5479/6000
0s - loss: 2.1351 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5480/6000
0s - loss: 2.1350 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5481/6000
0s - loss: 2.1350 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5482/6000
0s - loss: 2.1350 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5483/6000
0s - loss: 2.1350 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5484/6000
0s - loss: 2.1350 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5061 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5485/6000
0s - loss: 2.1350 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5486/6000
0s - loss: 2.1349 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5059 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5487/6000
0s - loss: 2.1349 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5058 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5488/6000
0s - loss: 2.1349 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5057 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5489/6000
0s - loss: 2.1349 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5056 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5490/6000
0s - loss: 2.1349 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5054 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5491/6000
0s - loss: 2.1349 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5052 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5492/6000
0s - loss: 2.1348 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5049 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5493/6000
0s - loss: 2.1348 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5047 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5494/6000
0s - loss: 2.1348 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5045 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5495/6000
0s - loss: 2.1348 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5042 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5496/6000
0s - loss: 2.1348 - success_ratio: 0.7443 - r_coeff: 0.5256 - val_loss: 2.5040 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5497/6000
0s - loss: 2.1347 - success_ratio: 0.7443 - r_coeff: 0.5256 - val_loss: 2.5038 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5498/6000
0s - loss: 2.1347 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5037 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5499/6000
0s - loss: 2.1347 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5037 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5500/6000
0s - loss: 2.1347 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5037 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5501/6000
0s - loss: 2.1346 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5037 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5502/6000
0s - loss: 2.1346 - success_ratio: 0.7468 - r_coeff: 0.5256 - val_loss: 2.5036 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5503/6000
0s - loss: 2.1346 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5035 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5504/6000
0s - loss: 2.1346 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5034 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5505/6000
0s - loss: 2.1346 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5032 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5506/6000
0s - loss: 2.1345 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5030 - val_success_ratio: 0.7400 - val_r_coeff: 0.4717
Epoch 5507/6000
0s - loss: 2.1345 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5027 - val_success_ratio: 0.7400 - val_r_coeff: 0.4717
Epoch 5508/6000
0s - loss: 2.1345 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5025 - val_success_ratio: 0.7400 - val_r_coeff: 0.4718
Epoch 5509/6000
0s - loss: 2.1345 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5023 - val_success_ratio: 0.7400 - val_r_coeff: 0.4718
Epoch 5510/6000
0s - loss: 2.1345 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5020 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5511/6000
0s - loss: 2.1344 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5019 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5512/6000
0s - loss: 2.1344 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5017 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5513/6000
0s - loss: 2.1344 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5015 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5514/6000
0s - loss: 2.1344 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5015 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5515/6000
0s - loss: 2.1343 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5015 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5516/6000
0s - loss: 2.1343 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5015 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5517/6000
0s - loss: 2.1343 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5015 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5518/6000
0s - loss: 2.1343 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5014 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5519/6000
0s - loss: 2.1343 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5014 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5520/6000
0s - loss: 2.1342 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5012 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5521/6000
0s - loss: 2.1342 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5011 - val_success_ratio: 0.7400 - val_r_coeff: 0.4721
Epoch 5522/6000
0s - loss: 2.1342 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5010 - val_success_ratio: 0.7400 - val_r_coeff: 0.4721
Epoch 5523/6000
0s - loss: 2.1342 - success_ratio: 0.7468 - r_coeff: 0.5257 - val_loss: 2.5008 - val_success_ratio: 0.7400 - val_r_coeff: 0.4721
Epoch 5524/6000
0s - loss: 2.1342 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5007 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5525/6000
0s - loss: 2.1341 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5006 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5526/6000
0s - loss: 2.1341 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5004 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5527/6000
0s - loss: 2.1341 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5004 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5528/6000
0s - loss: 2.1341 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5003 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5529/6000
0s - loss: 2.1341 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5004 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5530/6000
0s - loss: 2.1340 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5004 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5531/6000
0s - loss: 2.1340 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5003 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5532/6000
0s - loss: 2.1340 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5002 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5533/6000
0s - loss: 2.1340 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5002 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5534/6000
0s - loss: 2.1340 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5002 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5535/6000
0s - loss: 2.1339 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5002 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5536/6000
0s - loss: 2.1339 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5002 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5537/6000
0s - loss: 2.1339 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5001 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5538/6000
0s - loss: 2.1339 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5000 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5539/6000
0s - loss: 2.1339 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.5000 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5540/6000
0s - loss: 2.1338 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.4999 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5541/6000
0s - loss: 2.1338 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.4998 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5542/6000
0s - loss: 2.1338 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.4997 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5543/6000
0s - loss: 2.1338 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.4997 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5544/6000
0s - loss: 2.1338 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.4996 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5545/6000
0s - loss: 2.1337 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.4995 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5546/6000
0s - loss: 2.1337 - success_ratio: 0.7468 - r_coeff: 0.5258 - val_loss: 2.4995 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5547/6000
0s - loss: 2.1337 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4996 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5548/6000
0s - loss: 2.1337 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4996 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5549/6000
0s - loss: 2.1337 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4996 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5550/6000
0s - loss: 2.1336 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4995 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5551/6000
0s - loss: 2.1336 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4994 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5552/6000
0s - loss: 2.1336 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4993 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5553/6000
0s - loss: 2.1336 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4993 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5554/6000
0s - loss: 2.1336 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4992 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5555/6000
0s - loss: 2.1335 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4992 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5556/6000
0s - loss: 2.1335 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4992 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5557/6000
0s - loss: 2.1335 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4992 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5558/6000
0s - loss: 2.1335 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4992 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5559/6000
0s - loss: 2.1335 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4991 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5560/6000
0s - loss: 2.1334 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4990 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5561/6000
0s - loss: 2.1334 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5562/6000
0s - loss: 2.1334 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5563/6000
0s - loss: 2.1334 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5564/6000
0s - loss: 2.1334 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5565/6000
0s - loss: 2.1333 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5566/6000
0s - loss: 2.1333 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5567/6000
0s - loss: 2.1333 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5568/6000
0s - loss: 2.1333 - success_ratio: 0.7468 - r_coeff: 0.5259 - val_loss: 2.4988 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5569/6000
0s - loss: 2.1333 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4988 - val_success_ratio: 0.7400 - val_r_coeff: 0.4726
Epoch 5570/6000
0s - loss: 2.1332 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4986 - val_success_ratio: 0.7400 - val_r_coeff: 0.4726
Epoch 5571/6000
0s - loss: 2.1332 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4985 - val_success_ratio: 0.7400 - val_r_coeff: 0.4726
Epoch 5572/6000
0s - loss: 2.1332 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4984 - val_success_ratio: 0.7400 - val_r_coeff: 0.4726
Epoch 5573/6000
0s - loss: 2.1332 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4985 - val_success_ratio: 0.7400 - val_r_coeff: 0.4726
Epoch 5574/6000
0s - loss: 2.1332 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4986 - val_success_ratio: 0.7400 - val_r_coeff: 0.4726
Epoch 5575/6000
0s - loss: 2.1331 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4987 - val_success_ratio: 0.7400 - val_r_coeff: 0.4726
Epoch 5576/6000
0s - loss: 2.1331 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4989 - val_success_ratio: 0.7400 - val_r_coeff: 0.4725
Epoch 5577/6000
0s - loss: 2.1331 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4994 - val_success_ratio: 0.7400 - val_r_coeff: 0.4724
Epoch 5578/6000
0s - loss: 2.1330 - success_ratio: 0.7468 - r_coeff: 0.5260 - val_loss: 2.4999 - val_success_ratio: 0.7400 - val_r_coeff: 0.4723
Epoch 5579/6000
0s - loss: 2.1330 - success_ratio: 0.7443 - r_coeff: 0.5260 - val_loss: 2.5003 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5580/6000
0s - loss: 2.1330 - success_ratio: 0.7443 - r_coeff: 0.5260 - val_loss: 2.5006 - val_success_ratio: 0.7400 - val_r_coeff: 0.4722
Epoch 5581/6000
0s - loss: 2.1329 - success_ratio: 0.7418 - r_coeff: 0.5260 - val_loss: 2.5008 - val_success_ratio: 0.7400 - val_r_coeff: 0.4721
Epoch 5582/6000
0s - loss: 2.1329 - success_ratio: 0.7418 - r_coeff: 0.5260 - val_loss: 2.5009 - val_success_ratio: 0.7400 - val_r_coeff: 0.4721
Epoch 5583/6000
0s - loss: 2.1329 - success_ratio: 0.7418 - r_coeff: 0.5260 - val_loss: 2.5009 - val_success_ratio: 0.7400 - val_r_coeff: 0.4721
Epoch 5584/6000
0s - loss: 2.1329 - success_ratio: 0.7418 - r_coeff: 0.5260 - val_loss: 2.5011 - val_success_ratio: 0.7400 - val_r_coeff: 0.4721
Epoch 5585/6000
0s - loss: 2.1328 - success_ratio: 0.7418 - r_coeff: 0.5260 - val_loss: 2.5014 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5586/6000
0s - loss: 2.1328 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5017 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5587/6000
0s - loss: 2.1328 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5020 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5588/6000
0s - loss: 2.1327 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5022 - val_success_ratio: 0.7400 - val_r_coeff: 0.4718
Epoch 5589/6000
0s - loss: 2.1327 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5022 - val_success_ratio: 0.7400 - val_r_coeff: 0.4718
Epoch 5590/6000
0s - loss: 2.1327 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5020 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5591/6000
0s - loss: 2.1326 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5017 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5592/6000
0s - loss: 2.1326 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5015 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5593/6000
0s - loss: 2.1326 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5014 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5594/6000
0s - loss: 2.1325 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5014 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5595/6000
0s - loss: 2.1325 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5014 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5596/6000
0s - loss: 2.1325 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5013 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5597/6000
0s - loss: 2.1324 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5013 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5598/6000
0s - loss: 2.1324 - success_ratio: 0.7418 - r_coeff: 0.5261 - val_loss: 2.5013 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5599/6000
0s - loss: 2.1324 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5013 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5600/6000
0s - loss: 2.1323 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5015 - val_success_ratio: 0.7400 - val_r_coeff: 0.4720
Epoch 5601/6000
0s - loss: 2.1323 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5017 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5602/6000
0s - loss: 2.1323 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5019 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5603/6000
0s - loss: 2.1322 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5020 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5604/6000
0s - loss: 2.1322 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5021 - val_success_ratio: 0.7400 - val_r_coeff: 0.4719
Epoch 5605/6000
0s - loss: 2.1322 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5024 - val_success_ratio: 0.7400 - val_r_coeff: 0.4718
Epoch 5606/6000
0s - loss: 2.1321 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5026 - val_success_ratio: 0.7400 - val_r_coeff: 0.4718
Epoch 5607/6000
0s - loss: 2.1321 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5027 - val_success_ratio: 0.7400 - val_r_coeff: 0.4717
Epoch 5608/6000
0s - loss: 2.1321 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5030 - val_success_ratio: 0.7400 - val_r_coeff: 0.4717
Epoch 5609/6000
0s - loss: 2.1320 - success_ratio: 0.7418 - r_coeff: 0.5262 - val_loss: 2.5031 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5610/6000
0s - loss: 2.1320 - success_ratio: 0.7443 - r_coeff: 0.5262 - val_loss: 2.5031 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5611/6000
0s - loss: 2.1320 - success_ratio: 0.7443 - r_coeff: 0.5262 - val_loss: 2.5031 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5612/6000
0s - loss: 2.1319 - success_ratio: 0.7443 - r_coeff: 0.5262 - val_loss: 2.5031 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5613/6000
0s - loss: 2.1319 - success_ratio: 0.7443 - r_coeff: 0.5262 - val_loss: 2.5033 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5614/6000
0s - loss: 2.1319 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5034 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5615/6000
0s - loss: 2.1319 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5034 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5616/6000
0s - loss: 2.1318 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5033 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5617/6000
0s - loss: 2.1318 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5032 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5618/6000
0s - loss: 2.1318 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5033 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5619/6000
0s - loss: 2.1317 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5036 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5620/6000
0s - loss: 2.1317 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5038 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5621/6000
0s - loss: 2.1317 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5038 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5622/6000
0s - loss: 2.1316 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5037 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5623/6000
0s - loss: 2.1316 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5036 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5624/6000
0s - loss: 2.1316 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5034 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5625/6000
0s - loss: 2.1315 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5033 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5626/6000
0s - loss: 2.1315 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5035 - val_success_ratio: 0.7400 - val_r_coeff: 0.4716
Epoch 5627/6000
0s - loss: 2.1315 - success_ratio: 0.7443 - r_coeff: 0.5263 - val_loss: 2.5040 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5628/6000
0s - loss: 2.1315 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5043 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5629/6000
0s - loss: 2.1314 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5045 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5630/6000
0s - loss: 2.1314 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5046 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5631/6000
0s - loss: 2.1314 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5045 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5632/6000
0s - loss: 2.1313 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5042 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5633/6000
0s - loss: 2.1313 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5039 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5634/6000
0s - loss: 2.1313 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5039 - val_success_ratio: 0.7400 - val_r_coeff: 0.4715
Epoch 5635/6000
0s - loss: 2.1313 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5041 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5636/6000
0s - loss: 2.1312 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5045 - val_success_ratio: 0.7400 - val_r_coeff: 0.4714
Epoch 5637/6000
0s - loss: 2.1312 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5050 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5638/6000
0s - loss: 2.1312 - success_ratio: 0.7418 - r_coeff: 0.5264 - val_loss: 2.5054 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5639/6000
0s - loss: 2.1312 - success_ratio: 0.7418 - r_coeff: 0.5264 - val_loss: 2.5055 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5640/6000
0s - loss: 2.1311 - success_ratio: 0.7418 - r_coeff: 0.5264 - val_loss: 2.5054 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5641/6000
0s - loss: 2.1311 - success_ratio: 0.7418 - r_coeff: 0.5264 - val_loss: 2.5051 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5642/6000
0s - loss: 2.1311 - success_ratio: 0.7418 - r_coeff: 0.5264 - val_loss: 2.5048 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5643/6000
0s - loss: 2.1310 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5047 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5644/6000
0s - loss: 2.1310 - success_ratio: 0.7443 - r_coeff: 0.5264 - val_loss: 2.5048 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5645/6000
0s - loss: 2.1310 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5050 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5646/6000
0s - loss: 2.1310 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5054 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5647/6000
0s - loss: 2.1309 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5054 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5648/6000
0s - loss: 2.1309 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5052 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5649/6000
0s - loss: 2.1309 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5048 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5650/6000
0s - loss: 2.1309 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5045 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5651/6000
0s - loss: 2.1308 - success_ratio: 0.7443 - r_coeff: 0.5265 - val_loss: 2.5046 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5652/6000
0s - loss: 2.1308 - success_ratio: 0.7443 - r_coeff: 0.5265 - val_loss: 2.5049 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5653/6000
0s - loss: 2.1308 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5052 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5654/6000
0s - loss: 2.1308 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5055 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5655/6000
0s - loss: 2.1308 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5056 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5656/6000
0s - loss: 2.1307 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5055 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5657/6000
0s - loss: 2.1307 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5052 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5658/6000
0s - loss: 2.1307 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5051 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5659/6000
0s - loss: 2.1307 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5049 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5660/6000
0s - loss: 2.1306 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5049 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5661/6000
0s - loss: 2.1306 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5050 - val_success_ratio: 0.7400 - val_r_coeff: 0.4713
Epoch 5662/6000
0s - loss: 2.1306 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5051 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5663/6000
0s - loss: 2.1306 - success_ratio: 0.7418 - r_coeff: 0.5265 - val_loss: 2.5053 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5664/6000
0s - loss: 2.1306 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5056 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5665/6000
0s - loss: 2.1305 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5057 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5666/6000
0s - loss: 2.1305 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5056 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5667/6000
0s - loss: 2.1305 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5055 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5668/6000
0s - loss: 2.1305 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5054 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5669/6000
0s - loss: 2.1305 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5054 - val_success_ratio: 0.7400 - val_r_coeff: 0.4712
Epoch 5670/6000
0s - loss: 2.1304 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5056 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5671/6000
0s - loss: 2.1304 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5058 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5672/6000
0s - loss: 2.1304 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5058 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5673/6000
0s - loss: 2.1304 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5059 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5674/6000
0s - loss: 2.1304 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5059 - val_success_ratio: 0.7400 - val_r_coeff: 0.4711
Epoch 5675/6000
0s - loss: 2.1303 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5676/6000
0s - loss: 2.1303 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5677/6000
0s - loss: 2.1303 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5678/6000
0s - loss: 2.1303 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5679/6000
0s - loss: 2.1303 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5680/6000
0s - loss: 2.1302 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5060 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5681/6000
0s - loss: 2.1302 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5061 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5682/6000
0s - loss: 2.1302 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5062 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5683/6000
0s - loss: 2.1302 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5064 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5684/6000
0s - loss: 2.1302 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5063 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5685/6000
0s - loss: 2.1301 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5064 - val_success_ratio: 0.7400 - val_r_coeff: 0.4710
Epoch 5686/6000
0s - loss: 2.1301 - success_ratio: 0.7418 - r_coeff: 0.5266 - val_loss: 2.5064 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5687/6000
0s - loss: 2.1301 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5065 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5688/6000
0s - loss: 2.1301 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5065 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5689/6000
0s - loss: 2.1301 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5065 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5690/6000
0s - loss: 2.1300 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5691/6000
0s - loss: 2.1300 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5692/6000
0s - loss: 2.1300 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5693/6000
0s - loss: 2.1300 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5694/6000
0s - loss: 2.1300 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5695/6000
0s - loss: 2.1299 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5696/6000
0s - loss: 2.1299 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5697/6000
0s - loss: 2.1299 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5698/6000
0s - loss: 2.1299 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5699/6000
0s - loss: 2.1299 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5700/6000
0s - loss: 2.1299 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5701/6000
0s - loss: 2.1298 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5702/6000
0s - loss: 2.1298 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5703/6000
0s - loss: 2.1298 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5704/6000
0s - loss: 2.1298 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5705/6000
0s - loss: 2.1298 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5706/6000
0s - loss: 2.1297 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5707/6000
0s - loss: 2.1297 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5708/6000
0s - loss: 2.1297 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5709/6000
0s - loss: 2.1297 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5710/6000
0s - loss: 2.1297 - success_ratio: 0.7418 - r_coeff: 0.5267 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5711/6000
0s - loss: 2.1297 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5712/6000
0s - loss: 2.1296 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5713/6000
0s - loss: 2.1296 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5714/6000
0s - loss: 2.1296 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5715/6000
0s - loss: 2.1296 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5716/6000
0s - loss: 2.1296 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5717/6000
0s - loss: 2.1295 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5718/6000
0s - loss: 2.1295 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5719/6000
0s - loss: 2.1295 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5720/6000
0s - loss: 2.1295 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5721/6000
0s - loss: 2.1295 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5722/6000
0s - loss: 2.1295 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5723/6000
0s - loss: 2.1294 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5724/6000
0s - loss: 2.1294 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5725/6000
0s - loss: 2.1294 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5726/6000
0s - loss: 2.1294 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5727/6000
0s - loss: 2.1294 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5728/6000
0s - loss: 2.1293 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5729/6000
0s - loss: 2.1293 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5730/6000
0s - loss: 2.1293 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5731/6000
0s - loss: 2.1293 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5732/6000
0s - loss: 2.1293 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5733/6000
0s - loss: 2.1293 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5734/6000
0s - loss: 2.1292 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5735/6000
0s - loss: 2.1292 - success_ratio: 0.7418 - r_coeff: 0.5268 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5736/6000
0s - loss: 2.1292 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5737/6000
0s - loss: 2.1292 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5738/6000
0s - loss: 2.1292 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5739/6000
0s - loss: 2.1292 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5740/6000
0s - loss: 2.1291 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5741/6000
0s - loss: 2.1291 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5742/6000
0s - loss: 2.1291 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5743/6000
0s - loss: 2.1291 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5744/6000
0s - loss: 2.1291 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5745/6000
0s - loss: 2.1291 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5746/6000
0s - loss: 2.1290 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5747/6000
0s - loss: 2.1290 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5748/6000
0s - loss: 2.1290 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5749/6000
0s - loss: 2.1290 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5750/6000
0s - loss: 2.1290 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5751/6000
0s - loss: 2.1290 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5752/6000
0s - loss: 2.1289 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5753/6000
0s - loss: 2.1289 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5754/6000
0s - loss: 2.1289 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5755/6000
0s - loss: 2.1289 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5756/6000
0s - loss: 2.1289 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5077 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5757/6000
0s - loss: 2.1289 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5758/6000
0s - loss: 2.1288 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5759/6000
0s - loss: 2.1288 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5760/6000
0s - loss: 2.1288 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5761/6000
0s - loss: 2.1288 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5762/6000
0s - loss: 2.1288 - success_ratio: 0.7418 - r_coeff: 0.5269 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5763/6000
0s - loss: 2.1288 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5764/6000
0s - loss: 2.1287 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5765/6000
0s - loss: 2.1287 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5766/6000
0s - loss: 2.1287 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5767/6000
0s - loss: 2.1287 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5768/6000
0s - loss: 2.1287 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5769/6000
0s - loss: 2.1286 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5770/6000
0s - loss: 2.1286 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5771/6000
0s - loss: 2.1286 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5772/6000
0s - loss: 2.1286 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5773/6000
0s - loss: 2.1286 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5774/6000
0s - loss: 2.1286 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5775/6000
0s - loss: 2.1285 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5776/6000
0s - loss: 2.1285 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5777/6000
0s - loss: 2.1285 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5778/6000
0s - loss: 2.1285 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5779/6000
0s - loss: 2.1285 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5780/6000
0s - loss: 2.1285 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5781/6000
0s - loss: 2.1285 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5782/6000
0s - loss: 2.1284 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5783/6000
0s - loss: 2.1284 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5784/6000
0s - loss: 2.1284 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5785/6000
0s - loss: 2.1284 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5786/6000
0s - loss: 2.1284 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5787/6000
0s - loss: 2.1283 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5788/6000
0s - loss: 2.1283 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5789/6000
0s - loss: 2.1283 - success_ratio: 0.7418 - r_coeff: 0.5270 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5790/6000
0s - loss: 2.1283 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5791/6000
0s - loss: 2.1283 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5792/6000
0s - loss: 2.1283 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5793/6000
0s - loss: 2.1283 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5794/6000
0s - loss: 2.1282 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5795/6000
0s - loss: 2.1282 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5796/6000
0s - loss: 2.1282 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5797/6000
0s - loss: 2.1282 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5798/6000
0s - loss: 2.1282 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5799/6000
0s - loss: 2.1282 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5800/6000
0s - loss: 2.1281 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5801/6000
0s - loss: 2.1281 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5802/6000
0s - loss: 2.1281 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5803/6000
0s - loss: 2.1281 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5804/6000
0s - loss: 2.1281 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5805/6000
0s - loss: 2.1281 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5806/6000
0s - loss: 2.1280 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5807/6000
0s - loss: 2.1280 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5808/6000
0s - loss: 2.1280 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5809/6000
0s - loss: 2.1280 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5810/6000
0s - loss: 2.1280 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5811/6000
0s - loss: 2.1280 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5812/6000
0s - loss: 2.1279 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5813/6000
0s - loss: 2.1279 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5814/6000
0s - loss: 2.1279 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5815/6000
0s - loss: 2.1279 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5816/6000
0s - loss: 2.1279 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5817/6000
0s - loss: 2.1279 - success_ratio: 0.7418 - r_coeff: 0.5271 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5818/6000
0s - loss: 2.1278 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5819/6000
0s - loss: 2.1278 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5820/6000
0s - loss: 2.1278 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5821/6000
0s - loss: 2.1278 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5822/6000
0s - loss: 2.1278 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5823/6000
0s - loss: 2.1278 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5824/6000
0s - loss: 2.1277 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5825/6000
0s - loss: 2.1277 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5826/6000
0s - loss: 2.1277 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5827/6000
0s - loss: 2.1277 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5828/6000
0s - loss: 2.1277 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5829/6000
0s - loss: 2.1277 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5830/6000
0s - loss: 2.1276 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5831/6000
0s - loss: 2.1276 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5832/6000
0s - loss: 2.1276 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5833/6000
0s - loss: 2.1276 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5834/6000
0s - loss: 2.1276 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5835/6000
0s - loss: 2.1276 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5836/6000
0s - loss: 2.1276 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5837/6000
0s - loss: 2.1275 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5838/6000
0s - loss: 2.1275 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5839/6000
0s - loss: 2.1275 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5840/6000
0s - loss: 2.1275 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5841/6000
0s - loss: 2.1275 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5842/6000
0s - loss: 2.1275 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5843/6000
0s - loss: 2.1274 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5844/6000
0s - loss: 2.1274 - success_ratio: 0.7418 - r_coeff: 0.5272 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5845/6000
0s - loss: 2.1274 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5846/6000
0s - loss: 2.1274 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5847/6000
0s - loss: 2.1274 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5848/6000
0s - loss: 2.1274 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5849/6000
0s - loss: 2.1274 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5850/6000
0s - loss: 2.1273 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5851/6000
0s - loss: 2.1273 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5069 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5852/6000
0s - loss: 2.1273 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5853/6000
0s - loss: 2.1273 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5854/6000
0s - loss: 2.1273 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5855/6000
0s - loss: 2.1273 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5856/6000
0s - loss: 2.1272 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5857/6000
0s - loss: 2.1272 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5858/6000
0s - loss: 2.1272 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5859/6000
0s - loss: 2.1272 - success_ratio: 0.7443 - r_coeff: 0.5273 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5860/6000
0s - loss: 2.1272 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5861/6000
0s - loss: 2.1272 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5862/6000
0s - loss: 2.1271 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5069 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5863/6000
0s - loss: 2.1271 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5069 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5864/6000
0s - loss: 2.1271 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5865/6000
0s - loss: 2.1271 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5866/6000
0s - loss: 2.1271 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5069 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5867/6000
0s - loss: 2.1271 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5868/6000
0s - loss: 2.1270 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5869/6000
0s - loss: 2.1270 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5870/6000
0s - loss: 2.1270 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5871/6000
0s - loss: 2.1270 - success_ratio: 0.7418 - r_coeff: 0.5273 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5872/6000
0s - loss: 2.1270 - success_ratio: 0.7392 - r_coeff: 0.5273 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5873/6000
0s - loss: 2.1270 - success_ratio: 0.7392 - r_coeff: 0.5273 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5874/6000
0s - loss: 2.1270 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5875/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5876/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5877/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5878/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5879/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5069 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5880/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5067 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5881/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5882/6000
0s - loss: 2.1269 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5066 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5883/6000
0s - loss: 2.1268 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5068 - val_success_ratio: 0.7400 - val_r_coeff: 0.4709
Epoch 5884/6000
0s - loss: 2.1268 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5070 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5885/6000
0s - loss: 2.1268 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5886/6000
0s - loss: 2.1268 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5887/6000
0s - loss: 2.1268 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5072 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5888/6000
0s - loss: 2.1268 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5889/6000
0s - loss: 2.1268 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5071 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5890/6000
0s - loss: 2.1267 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5891/6000
0s - loss: 2.1267 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5892/6000
0s - loss: 2.1267 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5893/6000
0s - loss: 2.1267 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5894/6000
0s - loss: 2.1267 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5073 - val_success_ratio: 0.7400 - val_r_coeff: 0.4708
Epoch 5895/6000
0s - loss: 2.1267 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5074 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5896/6000
0s - loss: 2.1267 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5897/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5898/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5076 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5899/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5077 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5900/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5901/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5075 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5902/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5077 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5903/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5078 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5904/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5078 - val_success_ratio: 0.7400 - val_r_coeff: 0.4707
Epoch 5905/6000
0s - loss: 2.1266 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5078 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5906/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5079 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5907/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5080 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5908/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5274 - val_loss: 2.5079 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5909/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5080 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5910/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5080 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5911/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5081 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5912/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5081 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5913/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5082 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5914/6000
0s - loss: 2.1265 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5915/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5916/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5917/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5918/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5082 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5919/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5081 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5920/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5921/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5922/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5923/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5924/6000
0s - loss: 2.1264 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5925/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5926/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5927/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5928/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5929/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5930/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5931/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5932/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5933/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5934/6000
0s - loss: 2.1263 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5935/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5936/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5937/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5938/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5939/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5940/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5941/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5942/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5943/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5944/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5945/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5946/6000
0s - loss: 2.1262 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5947/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5948/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5949/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5090 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5950/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5092 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5951/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5952/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5953/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5093 - val_success_ratio: 0.7400 - val_r_coeff: 0.4703
Epoch 5954/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5955/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5956/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5275 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5957/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5091 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5958/6000
0s - loss: 2.1261 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5959/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5960/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5961/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5962/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5963/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5964/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5965/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5966/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5967/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5089 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5968/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4704
Epoch 5969/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5970/6000
0s - loss: 2.1260 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5971/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5972/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5973/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5974/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5975/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5976/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5977/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5978/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5979/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5980/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5981/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5088 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5982/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5983/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5984/6000
0s - loss: 2.1259 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5985/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5986/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5987/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5988/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5989/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5990/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5991/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5992/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5993/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5994/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5087 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5995/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5086 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5996/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5085 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5997/6000
0s - loss: 2.1258 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5084 - val_success_ratio: 0.7400 - val_r_coeff: 0.4705
Epoch 5998/6000
0s - loss: 2.1257 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5083 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 5999/6000
0s - loss: 2.1257 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5082 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706
Epoch 6000/6000
0s - loss: 2.1257 - success_ratio: 0.7392 - r_coeff: 0.5276 - val_loss: 2.5081 - val_success_ratio: 0.7400 - val_r_coeff: 0.4706



In [54]:

    
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 [55]:

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



In [56]:

    
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 [57]:

    
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 [ ]: