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In [14]:
import tensorflow as tf
from tensorflow import keras
import numpy as np

# double check your tf version
print(tf.__version__)

# get sampling data set
fashion_mnist = keras.datasets.mnist
(trainx, trainy), (testx, testy) = fashion_mnist.load_data()

import matplotlib.pyplot as plt
imgplot = plt.imshow(trainx[0], cmap='gray')

print(trainx.shape)
print(trainy.shape)
print(testx.shape)
print(testy.shape)
2.0.0-alpha0 (60000, 28, 28) (60000,) (10000, 28, 28) (10000,)
Notebook Image

There were 2 part in GAN : Generator and Discriminator. here is the algorithm:

  1. fix Generator's parameter and generate randomly sample vector output.
  2. get real sample from DB
  3. Train Discriminator with real sample + bad sample
  4. fix Discriminator's parameter and train Generator.

https://ithelp.ithome.com.tw/articles/10208478?sc=iThelpR

https://medium.com/@gau820827/教電腦畫畫-初心者的生成式對抗網路-gan-入門筆記-tensorflow-python3-dfad71662952

In [17]:
class myGAN():
    def __init__(self, width=28, height=28, channels=1):
        self.width = width
        self.height = height
        self.channels = channels
        self.shape = (self.width, self.height, self.channels)
        self.optimizer = tf.keras.optimizers.Adam(lr=0.0002, beta_1=0.5, decay=8e-8)

        self.G = self.__generator()
        self.G.compile(loss='binary_crossentropy', optimizer=self.optimizer)

        self.D = self.__discriminator()
        self.D.compile(loss='binary_crossentropy', optimizer=self.optimizer, metrics=['accuracy'])

        self.GAN = self.__gan()
        self.GAN.compile(loss='binary_crossentropy', optimizer=self.optimizer)        
      
    # use vector as input.
    def __generator(self):
        model = tf.keras.Sequential(
            [
                # layer 1
                tf.keras.layers.Dense(256, input_shape=(100,)),
                tf.keras.layers.LeakyReLU(alpha=0.2),   # 使用 LeakyReLU 激活函數
                tf.keras.layers.BatchNormalization(momentum=0.8),  # 使用 BatchNormalization 優化
                
                # layer 2
                tf.keras.layers.Dense(512),
                tf.keras.layers.LeakyReLU(alpha=0.2),
                tf.keras.layers.BatchNormalization(momentum=0.8),
                                
                # layer 3
                tf.keras.layers.Dense(1024),
                tf.keras.layers.LeakyReLU(alpha=0.2),
                tf.keras.layers.BatchNormalization(momentum=0.8),
                
                # convenlution layer
                tf.keras.layers.Dense(self.width  * self.height * self.channels, activation='tanh'),
                #model.add(tf.keras.layers.Conv2DTranspose(1, (5, 5), strides=(2, 2), padding='same', use_bias=False, activation='tanh'))
                tf.keras.layers.Reshape((self.width, self.height, self.channels))                
            ]
        )
        model.summary()
        return model
    
    def __discriminator(self):
        model = tf.keras.Sequential( 
            [
                tf.keras.layers.Flatten(input_shape=self.shape),

                tf.keras.layers.Dense((self.width * self.height * self.channels), input_shape=self.shape),
                tf.keras.layers.LeakyReLU(alpha=0.2),

                tf.keras.layers.Dense(int((self.width * self.height * self.channels)/2)),
                tf.keras.layers.LeakyReLU(alpha=0.2),

                tf.keras.layers.Dense(1, activation='sigmoid')
            ]
        )
        model.summary()
        return model
    
    def __gan(self):
        self.D.trainable = False
        self.G.trainable = True

        model = tf.keras.Sequential(
            [
                self.G,
                self.D
            ]
        )

        return model
    
    # 1. fix Generator's parameter and generate randomly sample vector output.
    # 2. get real sample from DB
    # 3. Train Discriminator with real sample + bad sample
    # 4. fix Discriminator's parameter and train Generator.

    def train(self, X_train, epochs=10000, batch = 32, save_interval = 100):

        for cnt in range(epochs):

            ## train discriminator
            random_index = np.random.randint(0, len(X_train) - batch/2)
            legit_images = X_train[random_index : random_index + int(batch/2)].reshape(int(batch/2), self.width, self.height, self.channels)

            gen_noise = np.random.normal(0, 1, (int(batch/2), 100)) 
            syntetic_images = self.G.predict(gen_noise)

            x_combined_batch = np.concatenate((legit_images, syntetic_images))
            y_combined_batch = np.concatenate((np.ones((int(batch/2), 1)), np.zeros((int(batch/2), 1))))

            d_loss = self.D.train_on_batch(x_combined_batch, y_combined_batch)


            # train generator
            noise = np.random.normal(0, 1, (batch, 100))  # 添加高斯噪聲
            y_mislabled = np.ones((batch, 1))

            g_loss = self.GAN.train_on_batch(noise, y_mislabled)

            print('epoch: %d, [Discriminator :: d_loss: %f], [ Generator :: loss: %f]' % (cnt, d_loss[0], g_loss))

            if cnt % save_interval == 0:
                self.plot_images(save2file=True, step=cnt)
                
    def plot_images(self, save2file=False, samples=16, step=0):
        ''' Plot and generated images '''
        filename = "./images/mnist_%d.png" % step
        noise = np.random.normal(0, 1, (samples, 100))

        images = self.G.predict(noise)

        plt.figure(figsize=(10, 10))

        for i in range(images.shape[0]):
            plt.subplot(4, 4, i+1)
            image = images[i, :, :, :]
            image = np.reshape(image, [self.height, self.width])
            plt.imshow(image, cmap='gray')
            plt.axis('off')
        plt.tight_layout()

        if save2file:
            plt.savefig(filename)
            plt.close('all')
        else:
            plt.show()
In [19]:
go = myGAN()
go.train(trainx)
Model: "sequential_17" _________________________________________________________________ Layer (type) Output Shape Param # ================================================================= dense_46 (Dense) (None, 256) 25856 _________________________________________________________________ leaky_re_lu_33 (LeakyReLU) (None, 256) 0 _________________________________________________________________ batch_normalization_v2_21 (B (None, 256) 1024 _________________________________________________________________ dense_47 (Dense) (None, 512) 131584 _________________________________________________________________ leaky_re_lu_34 (LeakyReLU) (None, 512) 0 _________________________________________________________________ batch_normalization_v2_22 (B (None, 512) 2048 _________________________________________________________________ dense_48 (Dense) (None, 1024) 525312 _________________________________________________________________ leaky_re_lu_35 (LeakyReLU) (None, 1024) 0 _________________________________________________________________ batch_normalization_v2_23 (B (None, 1024) 4096 _________________________________________________________________ dense_49 (Dense) (None, 784) 803600 _________________________________________________________________ reshape_7 (Reshape) (None, 28, 28, 1) 0 ================================================================= Total params: 1,493,520 Trainable params: 1,489,936 Non-trainable params: 3,584 _________________________________________________________________ Model: "sequential_18" _________________________________________________________________ Layer (type) Output Shape Param # ================================================================= flatten_6 (Flatten) (None, 784) 0 _________________________________________________________________ dense_50 (Dense) (None, 784) 615440 _________________________________________________________________ leaky_re_lu_36 (LeakyReLU) (None, 784) 0 _________________________________________________________________ dense_51 (Dense) (None, 392) 307720 _________________________________________________________________ leaky_re_lu_37 (LeakyReLU) (None, 392) 0 _________________________________________________________________ dense_52 (Dense) (None, 1) 393 ================================================================= Total params: 923,553 Trainable params: 923,553 Non-trainable params: 0 _________________________________________________________________ epoch: 0, [Discriminator :: d_loss: 10.448122], [ Generator :: loss: 0.748617] epoch: 1, [Discriminator :: d_loss: 0.344139], [ Generator :: loss: 0.662444] epoch: 2, [Discriminator :: d_loss: 0.348265], [ Generator :: loss: 0.622179] epoch: 3, [Discriminator :: d_loss: 0.364413], [ Generator :: loss: 0.565755] epoch: 4, [Discriminator :: d_loss: 0.403822], [ Generator :: loss: 0.561103] epoch: 5, [Discriminator :: d_loss: 0.401802], [ Generator :: loss: 0.553647] epoch: 6, [Discriminator :: d_loss: 0.411669], [ Generator :: loss: 0.526084] epoch: 7, [Discriminator :: d_loss: 0.387595], [ Generator :: loss: 0.505944] epoch: 8, [Discriminator :: d_loss: 0.419234], [ Generator :: loss: 0.476127] epoch: 9, [Discriminator :: d_loss: 0.388543], [ Generator :: loss: 0.561026] epoch: 10, [Discriminator :: d_loss: 0.439288], [ Generator :: loss: 0.539407] epoch: 11, [Discriminator :: d_loss: 0.448293], [ Generator :: loss: 0.491161] epoch: 12, [Discriminator :: d_loss: 0.431343], [ Generator :: loss: 0.546143] epoch: 13, [Discriminator :: d_loss: 0.420115], [ Generator :: loss: 0.501172] epoch: 14, [Discriminator :: d_loss: 0.499540], [ Generator :: loss: 0.521767] epoch: 15, [Discriminator :: d_loss: 0.426807], [ Generator :: loss: 0.557948] epoch: 16, [Discriminator :: d_loss: 0.475782], [ Generator :: loss: 0.489380] epoch: 17, [Discriminator :: d_loss: 0.450932], [ Generator :: loss: 0.541602] epoch: 18, [Discriminator :: d_loss: 0.456342], [ Generator :: loss: 0.564358] epoch: 19, [Discriminator :: d_loss: 0.508912], [ Generator :: loss: 0.567646] epoch: 20, [Discriminator :: d_loss: 0.505071], [ Generator :: loss: 0.592658] epoch: 21, [Discriminator :: d_loss: 0.447837], [ Generator :: loss: 0.611149] epoch: 22, [Discriminator :: d_loss: 0.413205], [ Generator :: loss: 0.604470] epoch: 23, [Discriminator :: d_loss: 0.385084], [ Generator :: loss: 0.598992] epoch: 24, [Discriminator :: d_loss: 0.513969], [ Generator :: loss: 0.639325] epoch: 25, [Discriminator :: d_loss: 0.344166], [ Generator :: loss: 0.625064] epoch: 26, [Discriminator :: d_loss: 0.431944], [ Generator :: loss: 0.669354] epoch: 27, [Discriminator :: d_loss: 0.330944], [ Generator :: loss: 0.682025] epoch: 28, [Discriminator :: d_loss: 0.406160], [ Generator :: loss: 0.761474] epoch: 29, [Discriminator :: d_loss: 0.382378], [ Generator :: loss: 0.732035] epoch: 30, [Discriminator :: d_loss: 0.355761], [ Generator :: loss: 0.706960] epoch: 31, [Discriminator :: d_loss: 0.316357], [ Generator :: loss: 0.711898] epoch: 32, [Discriminator :: d_loss: 0.407671], [ Generator :: loss: 0.764368] epoch: 33, [Discriminator :: d_loss: 0.325993], [ Generator :: loss: 0.839840] epoch: 34, [Discriminator :: d_loss: 0.322529], [ Generator :: loss: 0.795538] epoch: 35, [Discriminator :: d_loss: 0.325765], [ Generator :: loss: 0.870521] epoch: 36, [Discriminator :: d_loss: 0.312805], [ Generator :: loss: 0.810625] epoch: 37, [Discriminator :: d_loss: 0.313868], [ Generator :: loss: 0.868832] epoch: 38, [Discriminator :: d_loss: 0.279462], [ Generator :: loss: 0.879611] epoch: 39, [Discriminator :: d_loss: 0.293461], [ Generator :: loss: 0.849796] epoch: 40, [Discriminator :: d_loss: 0.312961], [ Generator :: loss: 0.894871] epoch: 41, [Discriminator :: d_loss: 0.269650], [ Generator :: loss: 0.891137] epoch: 42, [Discriminator :: d_loss: 0.326035], [ Generator :: loss: 0.908683] epoch: 43, [Discriminator :: d_loss: 0.319147], [ Generator :: loss: 0.944528] epoch: 44, [Discriminator :: d_loss: 0.294505], [ Generator :: loss: 0.986841] epoch: 45, [Discriminator :: d_loss: 0.296574], [ Generator :: loss: 1.032001] epoch: 46, [Discriminator :: d_loss: 0.223770], [ Generator :: loss: 1.028975] epoch: 47, [Discriminator :: d_loss: 0.249244], [ Generator :: loss: 1.056646] epoch: 48, [Discriminator :: d_loss: 0.233844], [ Generator :: loss: 1.090008] epoch: 49, [Discriminator :: d_loss: 0.216170], [ Generator :: loss: 1.125101] epoch: 50, [Discriminator :: d_loss: 0.204822], [ Generator :: loss: 1.048673] epoch: 51, [Discriminator :: d_loss: 0.213756], [ Generator :: loss: 1.090262] epoch: 52, [Discriminator :: d_loss: 0.208199], [ Generator :: loss: 1.103674] epoch: 53, [Discriminator :: d_loss: 0.206532], [ Generator :: loss: 1.054426] epoch: 54, [Discriminator :: d_loss: 0.268869], [ Generator :: loss: 1.151404] epoch: 55, [Discriminator :: d_loss: 0.206891], [ Generator :: loss: 1.173166] epoch: 56, [Discriminator :: d_loss: 2.372151], [ Generator :: loss: 0.955975] epoch: 57, [Discriminator :: d_loss: 0.307806], [ Generator :: loss: 0.868477] epoch: 58, [Discriminator :: d_loss: 0.350014], [ Generator :: loss: 0.840309] epoch: 59, [Discriminator :: d_loss: 0.341712], [ Generator :: loss: 0.946032] epoch: 60, [Discriminator :: d_loss: 0.347683], [ Generator :: loss: 0.920277] epoch: 61, [Discriminator :: d_loss: 0.245719], [ Generator :: loss: 0.922314] epoch: 62, [Discriminator :: d_loss: 0.314968], [ Generator :: loss: 0.861365] epoch: 63, [Discriminator :: d_loss: 0.257392], [ Generator :: loss: 0.942336] epoch: 64, [Discriminator :: d_loss: 0.231787], [ Generator :: loss: 1.039925] epoch: 65, [Discriminator :: d_loss: 0.295536], [ Generator :: loss: 1.078569] epoch: 66, [Discriminator :: d_loss: 0.268223], [ Generator :: loss: 1.014288] epoch: 67, [Discriminator :: d_loss: 0.224603], [ Generator :: loss: 1.161629] epoch: 68, [Discriminator :: d_loss: 0.247788], [ Generator :: loss: 1.123816] epoch: 69, [Discriminator :: d_loss: 0.220595], [ Generator :: loss: 1.218540] epoch: 70, [Discriminator :: d_loss: 0.244421], [ Generator :: loss: 1.272715] epoch: 71, [Discriminator :: d_loss: 0.188684], [ Generator :: loss: 1.226710] epoch: 72, [Discriminator :: d_loss: 0.216936], [ Generator :: loss: 1.310985]
epoch: 73, [Discriminator :: d_loss: 0.208782], [ Generator :: loss: 1.257658] epoch: 74, [Discriminator :: d_loss: 0.181090], [ Generator :: loss: 1.336477] epoch: 75, [Discriminator :: d_loss: 0.138977], [ Generator :: loss: 1.330712] epoch: 76, [Discriminator :: d_loss: 0.202882], [ Generator :: loss: 1.332121] epoch: 77, [Discriminator :: d_loss: 0.170299], [ Generator :: loss: 1.340587] epoch: 78, [Discriminator :: d_loss: 0.153392], [ Generator :: loss: 1.414005] epoch: 79, [Discriminator :: d_loss: 0.180732], [ Generator :: loss: 1.396228] epoch: 80, [Discriminator :: d_loss: 0.142904], [ Generator :: loss: 1.410608] epoch: 81, [Discriminator :: d_loss: 0.179395], [ Generator :: loss: 1.463467] epoch: 82, [Discriminator :: d_loss: 0.210163], [ Generator :: loss: 1.445958] epoch: 83, [Discriminator :: d_loss: 0.178494], [ Generator :: loss: 1.536027] epoch: 84, [Discriminator :: d_loss: 0.189120], [ Generator :: loss: 1.427282] epoch: 85, [Discriminator :: d_loss: 0.175737], [ Generator :: loss: 1.515613] epoch: 86, [Discriminator :: d_loss: 0.164972], [ Generator :: loss: 1.545020] epoch: 87, [Discriminator :: d_loss: 0.161216], [ Generator :: loss: 1.546296] epoch: 88, [Discriminator :: d_loss: 0.147717], [ Generator :: loss: 1.638470] epoch: 89, [Discriminator :: d_loss: 1.390599], [ Generator :: loss: 1.356088] epoch: 90, [Discriminator :: d_loss: 0.184633], [ Generator :: loss: 1.347225] epoch: 91, [Discriminator :: d_loss: 0.244325], [ Generator :: loss: 1.266957] epoch: 92, [Discriminator :: d_loss: 0.161315], [ Generator :: loss: 1.315772] epoch: 93, [Discriminator :: d_loss: 0.192133], [ Generator :: loss: 1.284273] epoch: 94, [Discriminator :: d_loss: 0.224591], [ Generator :: loss: 1.349994] epoch: 95, [Discriminator :: d_loss: 0.194521], [ Generator :: loss: 1.379467] epoch: 96, [Discriminator :: d_loss: 0.144981], [ Generator :: loss: 1.556259] epoch: 97, [Discriminator :: d_loss: 0.158071], [ Generator :: loss: 1.473828] epoch: 98, [Discriminator :: d_loss: 0.110184], [ Generator :: loss: 1.564572] epoch: 99, [Discriminator :: d_loss: 0.150292], [ Generator :: loss: 1.430660] epoch: 100, [Discriminator :: d_loss: 0.156724], [ Generator :: loss: 1.512029] epoch: 101, [Discriminator :: d_loss: 0.173181], [ Generator :: loss: 1.594419] epoch: 102, [Discriminator :: d_loss: 0.168851], [ Generator :: loss: 1.502888] epoch: 103, [Discriminator :: d_loss: 0.146268], [ Generator :: loss: 1.518912] epoch: 104, [Discriminator :: d_loss: 0.102687], [ Generator :: loss: 1.514593] epoch: 105, [Discriminator :: d_loss: 0.154283], [ Generator :: loss: 1.577311] epoch: 106, [Discriminator :: d_loss: 0.163682], [ Generator :: loss: 1.564007] epoch: 107, [Discriminator :: d_loss: 0.132792], [ Generator :: loss: 1.671583] epoch: 108, [Discriminator :: d_loss: 0.147534], [ Generator :: loss: 1.698546] epoch: 109, [Discriminator :: d_loss: 0.145782], [ Generator :: loss: 1.705490] epoch: 110, [Discriminator :: d_loss: 0.142039], [ Generator :: loss: 1.643935] epoch: 111, [Discriminator :: d_loss: 0.153828], [ Generator :: loss: 1.635317] epoch: 112, [Discriminator :: d_loss: 0.132627], [ Generator :: loss: 1.667141] epoch: 113, [Discriminator :: d_loss: 0.082565], [ Generator :: loss: 1.599341] epoch: 114, [Discriminator :: d_loss: 0.151202], [ Generator :: loss: 1.603364] epoch: 115, [Discriminator :: d_loss: 0.117679], [ Generator :: loss: 1.658618] epoch: 116, [Discriminator :: d_loss: 0.131744], [ Generator :: loss: 1.675341] epoch: 117, [Discriminator :: d_loss: 0.140951], [ Generator :: loss: 1.686361] epoch: 118, [Discriminator :: d_loss: 0.142697], [ Generator :: loss: 1.687077] epoch: 119, [Discriminator :: d_loss: 0.124979], [ Generator :: loss: 1.700751] epoch: 120, [Discriminator :: d_loss: 0.106324], [ Generator :: loss: 1.664278] epoch: 121, [Discriminator :: d_loss: 0.183336], [ Generator :: loss: 1.626801] epoch: 122, [Discriminator :: d_loss: 0.111786], [ Generator :: loss: 1.625880] epoch: 123, [Discriminator :: d_loss: 0.124977], [ Generator :: loss: 1.662125] epoch: 124, [Discriminator :: d_loss: 0.129482], [ Generator :: loss: 1.636039] epoch: 125, [Discriminator :: d_loss: 2.211138], [ Generator :: loss: 1.465054] epoch: 126, [Discriminator :: d_loss: 0.152407], [ Generator :: loss: 1.328482] epoch: 127, [Discriminator :: d_loss: 0.187945], [ Generator :: loss: 1.340584] epoch: 128, [Discriminator :: d_loss: 0.267197], [ Generator :: loss: 1.369609] epoch: 129, [Discriminator :: d_loss: 0.243287], [ Generator :: loss: 1.303050] epoch: 130, [Discriminator :: d_loss: 0.157480], [ Generator :: loss: 1.414893] epoch: 131, [Discriminator :: d_loss: 0.180671], [ Generator :: loss: 1.393765] epoch: 132, [Discriminator :: d_loss: 0.217677], [ Generator :: loss: 1.398393] epoch: 133, [Discriminator :: d_loss: 0.184169], [ Generator :: loss: 1.518403] epoch: 134, [Discriminator :: d_loss: 0.187347], [ Generator :: loss: 1.363520] epoch: 135, [Discriminator :: d_loss: 0.208093], [ Generator :: loss: 1.466581] epoch: 136, [Discriminator :: d_loss: 0.281157], [ Generator :: loss: 1.556338] epoch: 137, [Discriminator :: d_loss: 0.188281], [ Generator :: loss: 1.481310] epoch: 138, [Discriminator :: d_loss: 0.183860], [ Generator :: loss: 1.538087] epoch: 139, [Discriminator :: d_loss: 0.166082], [ Generator :: loss: 1.628297] epoch: 140, [Discriminator :: d_loss: 0.141589], [ Generator :: loss: 1.772218] epoch: 141, [Discriminator :: d_loss: 0.200637], [ Generator :: loss: 1.714844] epoch: 142, [Discriminator :: d_loss: 0.118602], [ Generator :: loss: 1.558197] epoch: 143, [Discriminator :: d_loss: 0.167666], [ Generator :: loss: 1.599028] epoch: 144, [Discriminator :: d_loss: 0.140801], [ Generator :: loss: 1.609068] epoch: 145, [Discriminator :: d_loss: 0.147216], [ Generator :: loss: 1.628317] epoch: 146, [Discriminator :: d_loss: 1.011823], [ Generator :: loss: 1.411962] epoch: 147, [Discriminator :: d_loss: 0.233337], [ Generator :: loss: 1.130832] epoch: 148, [Discriminator :: d_loss: 0.353017], [ Generator :: loss: 1.177564] epoch: 149, [Discriminator :: d_loss: 0.295780], [ Generator :: loss: 1.152718] epoch: 150, [Discriminator :: d_loss: 0.234048], [ Generator :: loss: 1.171572] epoch: 151, [Discriminator :: d_loss: 0.257693], [ Generator :: loss: 1.316692] epoch: 152, [Discriminator :: d_loss: 0.253744], [ Generator :: loss: 1.260001] epoch: 153, [Discriminator :: d_loss: 0.194690], [ Generator :: loss: 1.308233] epoch: 154, [Discriminator :: d_loss: 0.344146], [ Generator :: loss: 1.390732] epoch: 155, [Discriminator :: d_loss: 0.204336], [ Generator :: loss: 1.282483] epoch: 156, [Discriminator :: d_loss: 0.205836], [ Generator :: loss: 1.366733] epoch: 157, [Discriminator :: d_loss: 0.276367], [ Generator :: loss: 1.326586] epoch: 158, [Discriminator :: d_loss: 0.231176], [ Generator :: loss: 1.268476] epoch: 159, [Discriminator :: d_loss: 0.225449], [ Generator :: loss: 1.408790] epoch: 160, [Discriminator :: d_loss: 0.233812], [ Generator :: loss: 1.519413] epoch: 161, [Discriminator :: d_loss: 0.205830], [ Generator :: loss: 1.440782] epoch: 162, [Discriminator :: d_loss: 0.175150], [ Generator :: loss: 1.465044] epoch: 163, [Discriminator :: d_loss: 3.610031], [ Generator :: loss: 1.023435] epoch: 164, [Discriminator :: d_loss: 0.380685], [ Generator :: loss: 0.941441] epoch: 165, [Discriminator :: d_loss: 0.546106], [ Generator :: loss: 0.918057] epoch: 166, [Discriminator :: d_loss: 0.293538], [ Generator :: loss: 0.895488] epoch: 167, [Discriminator :: d_loss: 0.587273], [ Generator :: loss: 0.801262] epoch: 168, [Discriminator :: d_loss: 0.278286], [ Generator :: loss: 0.924956] epoch: 169, [Discriminator :: d_loss: 0.387142], [ Generator :: loss: 1.027925] epoch: 170, [Discriminator :: d_loss: 0.446252], [ Generator :: loss: 1.093808] epoch: 171, [Discriminator :: d_loss: 0.312921], [ Generator :: loss: 1.128381] epoch: 172, [Discriminator :: d_loss: 0.273665], [ Generator :: loss: 0.973826] epoch: 173, [Discriminator :: d_loss: 0.382827], [ Generator :: loss: 1.206229] epoch: 174, [Discriminator :: d_loss: 0.194625], [ Generator :: loss: 1.114043] epoch: 175, [Discriminator :: d_loss: 0.314433], [ Generator :: loss: 1.198546] epoch: 176, [Discriminator :: d_loss: 0.305724], [ Generator :: loss: 1.198865] epoch: 177, [Discriminator :: d_loss: 0.283788], [ Generator :: loss: 1.375503]
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0.183047], [ Generator :: loss: 1.435405] epoch: 831, [Discriminator :: d_loss: 0.146554], [ Generator :: loss: 1.501117] epoch: 832, [Discriminator :: d_loss: 0.149494], [ Generator :: loss: 1.481769] epoch: 833, [Discriminator :: d_loss: 0.145547], [ Generator :: loss: 1.491888] epoch: 834, [Discriminator :: d_loss: 0.143634], [ Generator :: loss: 1.532077] epoch: 835, [Discriminator :: d_loss: 0.141639], [ Generator :: loss: 1.552196] epoch: 836, [Discriminator :: d_loss: 0.126731], [ Generator :: loss: 1.592449] epoch: 837, [Discriminator :: d_loss: 0.151758], [ Generator :: loss: 1.584646] epoch: 838, [Discriminator :: d_loss: 0.131505], [ Generator :: loss: 1.676354] epoch: 839, [Discriminator :: d_loss: 0.126683], [ Generator :: loss: 1.684698] epoch: 840, [Discriminator :: d_loss: 0.131836], [ Generator :: loss: 1.724719] epoch: 841, [Discriminator :: d_loss: 0.107943], [ Generator :: loss: 1.728508] epoch: 842, [Discriminator :: d_loss: 0.116391], [ Generator :: loss: 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0.069488], [ Generator :: loss: 2.222832] epoch: 941, [Discriminator :: d_loss: 0.203554], [ Generator :: loss: 1.595948] epoch: 942, [Discriminator :: d_loss: 0.127818], [ Generator :: loss: 1.368226] epoch: 943, [Discriminator :: d_loss: 0.145275], [ Generator :: loss: 1.300087] epoch: 944, [Discriminator :: d_loss: 0.173274], [ Generator :: loss: 1.333878] epoch: 945, [Discriminator :: d_loss: 0.158883], [ Generator :: loss: 1.430256] epoch: 946, [Discriminator :: d_loss: 0.157009], [ Generator :: loss: 1.511035] epoch: 947, [Discriminator :: d_loss: 0.143162], [ Generator :: loss: 1.616708] epoch: 948, [Discriminator :: d_loss: 0.145462], [ Generator :: loss: 1.623122] epoch: 949, [Discriminator :: d_loss: 0.144851], [ Generator :: loss: 1.658705] epoch: 950, [Discriminator :: d_loss: 0.131305], [ Generator :: loss: 1.737476] epoch: 951, [Discriminator :: d_loss: 0.115462], [ Generator :: loss: 1.837516] epoch: 952, [Discriminator :: d_loss: 0.108239], [ Generator :: loss: 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[Discriminator :: d_loss: 0.184693], [ Generator :: loss: 1.507792] epoch: 1016, [Discriminator :: d_loss: 0.139953], [ Generator :: loss: 1.582749] epoch: 1017, [Discriminator :: d_loss: 0.153521], [ Generator :: loss: 1.637884] epoch: 1018, [Discriminator :: d_loss: 0.132339], [ Generator :: loss: 1.678212] epoch: 1019, [Discriminator :: d_loss: 0.118416], [ Generator :: loss: 1.715915] epoch: 1020, [Discriminator :: d_loss: 0.116024], [ Generator :: loss: 1.734493] epoch: 1021, [Discriminator :: d_loss: 0.129958], [ Generator :: loss: 1.848155] epoch: 1022, [Discriminator :: d_loss: 0.117387], [ Generator :: loss: 1.848404] epoch: 1023, [Discriminator :: d_loss: 0.110970], [ Generator :: loss: 1.914265] epoch: 1024, [Discriminator :: d_loss: 0.102496], [ Generator :: loss: 1.847293] epoch: 1025, [Discriminator :: d_loss: 0.111916], [ Generator :: loss: 1.832999] epoch: 1026, [Discriminator :: d_loss: 0.102999], [ Generator :: loss: 1.880197] epoch: 1027, [Discriminator :: d_loss: 0.101097], [ Generator :: loss: 1.910708] epoch: 1028, [Discriminator :: d_loss: 0.096913], [ Generator :: loss: 1.934823] epoch: 1029, [Discriminator :: d_loss: 0.087108], [ Generator :: loss: 1.936831]
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:: d_loss: 0.070985], [ Generator :: loss: 2.166577] epoch: 1043, [Discriminator :: d_loss: 0.069418], [ Generator :: loss: 2.175422] epoch: 1044, [Discriminator :: d_loss: 0.701500], [ Generator :: loss: 1.462383] epoch: 1045, [Discriminator :: d_loss: 0.144820], [ Generator :: loss: 1.303701] epoch: 1046, [Discriminator :: d_loss: 0.214605], [ Generator :: loss: 1.265619] epoch: 1047, [Discriminator :: d_loss: 0.189928], [ Generator :: loss: 1.268067] epoch: 1048, [Discriminator :: d_loss: 0.201895], [ Generator :: loss: 1.395131] epoch: 1049, [Discriminator :: d_loss: 0.162265], [ Generator :: loss: 1.499125] epoch: 1050, [Discriminator :: d_loss: 0.150413], [ Generator :: loss: 1.635131] epoch: 1051, [Discriminator :: d_loss: 0.121246], [ Generator :: loss: 1.736685] epoch: 1052, [Discriminator :: d_loss: 0.103418], [ Generator :: loss: 1.857868] epoch: 1053, [Discriminator :: d_loss: 0.110586], [ Generator :: loss: 1.847479] epoch: 1054, [Discriminator :: d_loss: 0.092519], [ 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epoch: 1067, [Discriminator :: d_loss: 0.192060], [ Generator :: loss: 1.325028] epoch: 1068, [Discriminator :: d_loss: 0.203892], [ Generator :: loss: 1.358124] epoch: 1069, [Discriminator :: d_loss: 0.176223], [ Generator :: loss: 1.431553] epoch: 1070, [Discriminator :: d_loss: 0.137589], [ Generator :: loss: 1.615076] epoch: 1071, [Discriminator :: d_loss: 0.134574], [ Generator :: loss: 1.588531] epoch: 1072, [Discriminator :: d_loss: 0.137908], [ Generator :: loss: 1.643804] epoch: 1073, [Discriminator :: d_loss: 0.132811], [ Generator :: loss: 1.743210] epoch: 1074, [Discriminator :: d_loss: 0.118955], [ Generator :: loss: 1.777370] epoch: 1075, [Discriminator :: d_loss: 0.103362], [ Generator :: loss: 1.855395] epoch: 1076, [Discriminator :: d_loss: 0.100950], [ Generator :: loss: 1.813126] epoch: 1077, [Discriminator :: d_loss: 0.099231], [ Generator :: loss: 1.867966] epoch: 1078, [Discriminator :: d_loss: 0.102563], [ Generator :: loss: 1.920983] epoch: 1079, [Discriminator 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epoch: 1104, [Discriminator :: d_loss: 0.075652], [ Generator :: loss: 2.139524] epoch: 1105, [Discriminator :: d_loss: 0.078714], [ Generator :: loss: 2.136646] epoch: 1106, [Discriminator :: d_loss: 0.069888], [ Generator :: loss: 2.224208] epoch: 1107, [Discriminator :: d_loss: 0.060342], [ Generator :: loss: 2.209489] epoch: 1108, [Discriminator :: d_loss: 0.065745], [ Generator :: loss: 2.226131] epoch: 1109, [Discriminator :: d_loss: 0.068851], [ Generator :: loss: 2.284605] epoch: 1110, [Discriminator :: d_loss: 0.062842], [ Generator :: loss: 2.384553] epoch: 1111, [Discriminator :: d_loss: 0.054154], [ Generator :: loss: 2.342077] epoch: 1112, [Discriminator :: d_loss: 0.062498], [ Generator :: loss: 2.356489] epoch: 1113, [Discriminator :: d_loss: 0.064223], [ Generator :: loss: 2.364913] epoch: 1114, [Discriminator :: d_loss: 0.056111], [ Generator :: loss: 2.414731] epoch: 1115, [Discriminator :: d_loss: 0.837312], [ Generator :: loss: 1.542622] epoch: 1116, [Discriminator :: d_loss: 0.152269], [ Generator :: loss: 1.225672] epoch: 1117, [Discriminator :: d_loss: 0.192971], [ Generator :: loss: 1.163105] epoch: 1118, [Discriminator :: d_loss: 0.206359], [ Generator :: loss: 1.239812] epoch: 1119, [Discriminator :: d_loss: 0.198362], [ Generator :: loss: 1.478158] epoch: 1120, [Discriminator :: d_loss: 0.159528], [ Generator :: loss: 1.665532] epoch: 1121, [Discriminator :: d_loss: 0.121185], [ Generator :: loss: 1.766001] epoch: 1122, [Discriminator :: d_loss: 0.139191], [ Generator :: loss: 1.802986] epoch: 1123, [Discriminator :: d_loss: 0.107960], [ Generator :: loss: 1.960904] epoch: 1124, [Discriminator :: d_loss: 0.094655], [ Generator :: loss: 2.039510] epoch: 1125, [Discriminator :: d_loss: 0.099942], [ Generator :: loss: 1.993441] epoch: 1126, [Discriminator :: d_loss: 0.098278], [ Generator :: loss: 1.994363] epoch: 1127, [Discriminator :: d_loss: 0.087600], [ Generator :: loss: 1.993689] epoch: 1128, [Discriminator :: d_loss: 0.082992], [ Generator :: loss: 2.010548] epoch: 1129, [Discriminator :: d_loss: 0.085933], [ Generator :: loss: 2.004943] epoch: 1130, [Discriminator :: d_loss: 0.086342], [ Generator :: loss: 2.097112] epoch: 1131, [Discriminator :: d_loss: 0.083363], [ Generator :: loss: 2.097024] epoch: 1132, [Discriminator :: d_loss: 0.077054], [ Generator :: loss: 2.085643] epoch: 1133, [Discriminator :: d_loss: 0.078315], [ Generator :: loss: 2.148626] epoch: 1134, [Discriminator :: d_loss: 0.725031], [ Generator :: loss: 1.670174] epoch: 1135, [Discriminator :: d_loss: 0.128494], [ Generator :: loss: 1.529758] epoch: 1136, [Discriminator :: d_loss: 0.144438], [ Generator :: loss: 1.525385]
epoch: 1137, [Discriminator :: d_loss: 0.168744], [ Generator :: loss: 1.547774] epoch: 1138, [Discriminator :: d_loss: 0.144962], [ Generator :: loss: 1.654866] epoch: 1139, [Discriminator :: d_loss: 0.130868], [ Generator :: loss: 1.757327] epoch: 1140, [Discriminator :: d_loss: 0.109800], [ Generator :: loss: 1.826636] epoch: 1141, [Discriminator :: d_loss: 0.119014], [ Generator :: loss: 1.811729] epoch: 1142, [Discriminator :: d_loss: 0.097316], [ Generator :: loss: 1.875271] epoch: 1143, [Discriminator :: d_loss: 0.085521], [ Generator :: loss: 1.950313] epoch: 1144, [Discriminator :: d_loss: 0.089903], [ Generator :: loss: 2.023406] epoch: 1145, [Discriminator :: d_loss: 0.087567], [ Generator :: loss: 2.023551] epoch: 1146, [Discriminator :: d_loss: 0.093946], [ Generator :: loss: 2.052699] epoch: 1147, [Discriminator :: d_loss: 0.079046], [ Generator :: loss: 2.110223] epoch: 1148, [Discriminator :: d_loss: 0.080530], [ Generator :: loss: 2.075685] epoch: 1149, [Discriminator :: d_loss: 0.077279], [ Generator :: loss: 2.199398] epoch: 1150, [Discriminator :: d_loss: 0.077761], [ Generator :: loss: 2.162601] epoch: 1151, [Discriminator :: d_loss: 0.078693], [ Generator :: loss: 2.156223] epoch: 1152, [Discriminator :: d_loss: 0.067992], [ Generator :: loss: 2.187382] epoch: 1153, [Discriminator :: d_loss: 0.072974], [ Generator :: loss: 2.260772] epoch: 1154, [Discriminator :: d_loss: 0.066073], [ Generator :: loss: 2.309192] epoch: 1155, [Discriminator :: d_loss: 0.062258], [ Generator :: loss: 2.306228] epoch: 1156, [Discriminator :: d_loss: 0.068246], [ Generator :: loss: 2.328842] epoch: 1157, [Discriminator :: d_loss: 0.056222], [ Generator :: loss: 2.353821] epoch: 1158, [Discriminator :: d_loss: 0.062069], [ Generator :: loss: 2.320524] epoch: 1159, [Discriminator :: d_loss: 0.052938], [ Generator :: loss: 2.385336] epoch: 1160, [Discriminator :: d_loss: 0.054043], [ Generator :: loss: 2.324284] epoch: 1161, [Discriminator :: d_loss: 0.054288], [ 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epoch: 1174, [Discriminator :: d_loss: 0.120777], [ Generator :: loss: 1.716332] epoch: 1175, [Discriminator :: d_loss: 0.133545], [ Generator :: loss: 1.845763] epoch: 1176, [Discriminator :: d_loss: 0.120977], [ Generator :: loss: 1.923674] epoch: 1177, [Discriminator :: d_loss: 0.093615], [ Generator :: loss: 2.021202] epoch: 1178, [Discriminator :: d_loss: 0.085662], [ Generator :: loss: 2.164423] epoch: 1179, [Discriminator :: d_loss: 0.075741], [ Generator :: loss: 2.248108] epoch: 1180, [Discriminator :: d_loss: 0.070643], [ Generator :: loss: 2.253330] epoch: 1181, [Discriminator :: d_loss: 0.074571], [ Generator :: loss: 2.352747] epoch: 1182, [Discriminator :: d_loss: 0.072339], [ Generator :: loss: 2.415415] epoch: 1183, [Discriminator :: d_loss: 0.062449], [ Generator :: loss: 2.355791] epoch: 1184, [Discriminator :: d_loss: 0.062841], [ Generator :: loss: 2.399935] epoch: 1185, [Discriminator :: d_loss: 0.057190], [ Generator :: loss: 2.325083] epoch: 1186, [Discriminator :: d_loss: 0.060108], [ Generator :: loss: 2.304331] epoch: 1187, [Discriminator :: d_loss: 0.058153], [ Generator :: loss: 2.406746] epoch: 1188, [Discriminator :: d_loss: 0.056445], [ Generator :: loss: 2.440786] epoch: 1189, [Discriminator :: d_loss: 0.051156], [ Generator :: loss: 2.404521] epoch: 1190, [Discriminator :: d_loss: 0.176486], [ Generator :: loss: 1.720998] epoch: 1191, [Discriminator :: d_loss: 0.108434], [ Generator :: loss: 1.626698] epoch: 1192, [Discriminator :: d_loss: 0.133383], [ Generator :: loss: 1.466523] epoch: 1193, [Discriminator :: d_loss: 0.139083], [ Generator :: loss: 1.535874] epoch: 1194, [Discriminator :: d_loss: 0.162007], [ Generator :: loss: 1.731872] epoch: 1195, [Discriminator :: d_loss: 0.116820], [ Generator :: loss: 1.766634] epoch: 1196, [Discriminator :: d_loss: 0.109241], [ Generator :: loss: 1.822211] epoch: 1197, [Discriminator :: d_loss: 0.101692], [ Generator :: loss: 1.914093] epoch: 1198, [Discriminator :: d_loss: 0.113256], [ 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epoch: 1211, [Discriminator :: d_loss: 0.065506], [ Generator :: loss: 2.228174] epoch: 1212, [Discriminator :: d_loss: 0.061198], [ Generator :: loss: 2.294532] epoch: 1213, [Discriminator :: d_loss: 0.067156], [ Generator :: loss: 2.285769] epoch: 1214, [Discriminator :: d_loss: 0.061032], [ Generator :: loss: 2.258004] epoch: 1215, [Discriminator :: d_loss: 0.068114], [ Generator :: loss: 2.284583] epoch: 1216, [Discriminator :: d_loss: 0.068512], [ Generator :: loss: 2.262151] epoch: 1217, [Discriminator :: d_loss: 0.066282], [ Generator :: loss: 2.332507] epoch: 1218, [Discriminator :: d_loss: 0.065300], [ Generator :: loss: 2.312486] epoch: 1219, [Discriminator :: d_loss: 0.065741], [ Generator :: loss: 2.252586] epoch: 1220, [Discriminator :: d_loss: 0.062082], [ Generator :: loss: 2.305647] epoch: 1221, [Discriminator :: d_loss: 0.569534], [ Generator :: loss: 1.284415] epoch: 1222, [Discriminator :: d_loss: 0.205847], [ Generator :: loss: 0.991225] epoch: 1223, [Discriminator :: d_loss: 0.261871], [ Generator :: loss: 1.022397] epoch: 1224, [Discriminator :: d_loss: 0.247992], [ Generator :: loss: 1.198345] epoch: 1225, [Discriminator :: d_loss: 0.224070], [ Generator :: loss: 1.430633] epoch: 1226, [Discriminator :: d_loss: 0.183294], [ Generator :: loss: 1.564710] epoch: 1227, [Discriminator :: d_loss: 0.150643], [ Generator :: loss: 1.864070] epoch: 1228, [Discriminator :: d_loss: 0.110232], [ Generator :: loss: 1.788502] epoch: 1229, [Discriminator :: d_loss: 0.129392], [ Generator :: loss: 1.895684] epoch: 1230, [Discriminator :: d_loss: 0.109995], [ Generator :: loss: 2.046198] epoch: 1231, [Discriminator :: d_loss: 0.091539], [ Generator :: loss: 2.069978] epoch: 1232, [Discriminator :: d_loss: 0.091160], [ Generator :: loss: 2.108654] epoch: 1233, [Discriminator :: d_loss: 0.088331], [ Generator :: loss: 1.960444] epoch: 1234, [Discriminator :: d_loss: 0.085681], [ Generator :: loss: 1.957142] epoch: 1235, [Discriminator :: d_loss: 0.091376], [ 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epoch: 1239, [Discriminator :: d_loss: 0.098730], [ Generator :: loss: 1.904538] epoch: 1240, [Discriminator :: d_loss: 0.109497], [ Generator :: loss: 2.063002] epoch: 1241, [Discriminator :: d_loss: 0.104509], [ Generator :: loss: 2.001985] epoch: 1242, [Discriminator :: d_loss: 0.099011], [ Generator :: loss: 2.002864] epoch: 1243, [Discriminator :: d_loss: 0.089453], [ Generator :: loss: 2.060074] epoch: 1244, [Discriminator :: d_loss: 0.086083], [ Generator :: loss: 2.023339] epoch: 1245, [Discriminator :: d_loss: 0.085055], [ Generator :: loss: 2.126775] epoch: 1246, [Discriminator :: d_loss: 0.075888], [ Generator :: loss: 2.068322] epoch: 1247, [Discriminator :: d_loss: 0.079618], [ Generator :: loss: 2.122865] epoch: 1248, [Discriminator :: d_loss: 0.072367], [ Generator :: loss: 2.149592] epoch: 1249, [Discriminator :: d_loss: 0.086070], [ Generator :: loss: 2.171726] epoch: 1250, [Discriminator :: d_loss: 0.078390], [ Generator :: loss: 2.157737] epoch: 1251, [Discriminator :: d_loss: 0.087515], [ Generator :: loss: 2.132917] epoch: 1252, [Discriminator :: d_loss: 0.080253], [ Generator :: loss: 2.271690] epoch: 1253, [Discriminator :: d_loss: 0.066612], [ Generator :: loss: 2.255237] epoch: 1254, [Discriminator :: d_loss: 0.070913], [ Generator :: loss: 2.270375] epoch: 1255, [Discriminator :: d_loss: 0.065064], [ Generator :: loss: 2.222494] epoch: 1256, [Discriminator :: d_loss: 1.378376], [ Generator :: loss: 1.761156] epoch: 1257, [Discriminator :: d_loss: 0.109643], [ Generator :: loss: 1.644602] epoch: 1258, [Discriminator :: d_loss: 0.145383], [ Generator :: loss: 1.579848] epoch: 1259, [Discriminator :: d_loss: 0.124858], [ Generator :: loss: 1.731404] epoch: 1260, [Discriminator :: d_loss: 0.129276], [ Generator :: loss: 1.763131] epoch: 1261, [Discriminator :: d_loss: 0.136437], [ Generator :: loss: 1.860518] epoch: 1262, [Discriminator :: d_loss: 0.119141], [ Generator :: loss: 1.946483] epoch: 1263, [Discriminator :: d_loss: 0.088470], [ Generator :: loss: 2.058450] epoch: 1264, [Discriminator :: d_loss: 0.080715], [ Generator :: loss: 2.112332] epoch: 1265, [Discriminator :: d_loss: 0.073527], [ Generator :: loss: 2.241096] epoch: 1266, [Discriminator :: d_loss: 0.071660], [ Generator :: loss: 2.219995] epoch: 1267, [Discriminator :: d_loss: 0.066560], [ Generator :: loss: 2.260808] epoch: 1268, [Discriminator :: d_loss: 0.071096], [ Generator :: loss: 2.259054] epoch: 1269, [Discriminator :: d_loss: 0.070082], [ Generator :: loss: 2.273477] epoch: 1270, [Discriminator :: d_loss: 0.067264], [ Generator :: loss: 2.249123] epoch: 1271, [Discriminator :: d_loss: 0.066604], [ Generator :: loss: 2.273400] epoch: 1272, [Discriminator :: d_loss: 0.066792], [ Generator :: loss: 2.217402] epoch: 1273, [Discriminator :: d_loss: 0.069107], [ Generator :: loss: 2.315046] epoch: 1274, [Discriminator :: d_loss: 0.069441], [ Generator :: loss: 2.303050] epoch: 1275, [Discriminator :: d_loss: 0.064557], [ Generator :: loss: 2.261107] epoch: 1276, [Discriminator :: d_loss: 0.069656], [ Generator :: loss: 2.311301] epoch: 1277, [Discriminator :: d_loss: 0.052056], [ Generator :: loss: 2.381920] epoch: 1278, [Discriminator :: d_loss: 0.058822], [ Generator :: loss: 2.374681] epoch: 1279, [Discriminator :: d_loss: 0.057298], [ Generator :: loss: 2.423713] epoch: 1280, [Discriminator :: d_loss: 0.054836], [ Generator :: loss: 2.442828] epoch: 1281, [Discriminator :: d_loss: 0.048546], [ Generator :: loss: 2.458305] epoch: 1282, [Discriminator :: d_loss: 0.052402], [ Generator :: loss: 2.475720] epoch: 1283, [Discriminator :: d_loss: 0.052777], [ Generator :: loss: 2.521369] epoch: 1284, [Discriminator :: d_loss: 0.046992], [ Generator :: loss: 2.554980] epoch: 1285, [Discriminator :: d_loss: 0.046910], [ Generator :: loss: 2.579948] epoch: 1286, [Discriminator :: d_loss: 0.045079], [ Generator :: loss: 2.573901] epoch: 1287, [Discriminator :: d_loss: 0.045861], [ Generator :: loss: 2.618950] epoch: 1288, [Discriminator :: d_loss: 0.043768], [ Generator :: loss: 2.621352] epoch: 1289, [Discriminator :: d_loss: 0.047353], [ Generator :: loss: 2.600498] epoch: 1290, [Discriminator :: d_loss: 0.045560], [ Generator :: loss: 2.680882] epoch: 1291, [Discriminator :: d_loss: 0.045769], [ Generator :: loss: 2.628951] epoch: 1292, [Discriminator :: d_loss: 0.049916], [ Generator :: loss: 2.405196] epoch: 1293, [Discriminator :: d_loss: 0.059706], [ Generator :: loss: 2.361956] epoch: 1294, [Discriminator :: d_loss: 0.051954], [ Generator :: loss: 2.315725] epoch: 1295, [Discriminator :: d_loss: 0.056620], [ Generator :: loss: 2.373329] epoch: 1296, [Discriminator :: d_loss: 0.056442], [ Generator :: loss: 2.410729] epoch: 1297, [Discriminator :: d_loss: 0.049454], [ Generator :: loss: 2.493308] epoch: 1298, [Discriminator :: d_loss: 0.050524], [ Generator :: loss: 2.543060] epoch: 1299, [Discriminator :: d_loss: 0.059649], [ Generator :: loss: 2.582899] epoch: 1300, [Discriminator :: d_loss: 0.046476], [ Generator :: loss: 2.646379] epoch: 1301, [Discriminator :: d_loss: 0.044803], [ Generator :: loss: 2.680629] epoch: 1302, [Discriminator :: d_loss: 0.043924], [ Generator :: loss: 2.664053] epoch: 1303, [Discriminator :: d_loss: 0.040375], [ Generator :: loss: 2.689485] epoch: 1304, [Discriminator :: d_loss: 0.040192], [ Generator :: loss: 2.706802] epoch: 1305, [Discriminator :: d_loss: 0.039267], [ Generator :: loss: 2.705908] epoch: 1306, [Discriminator :: d_loss: 0.040183], [ Generator :: loss: 2.713444] epoch: 1307, [Discriminator :: d_loss: 0.036599], [ Generator :: loss: 2.741218] epoch: 1308, [Discriminator :: d_loss: 0.034060], [ Generator :: loss: 2.779884] epoch: 1309, [Discriminator :: d_loss: 0.040523], [ Generator :: loss: 2.842742] epoch: 1310, [Discriminator :: d_loss: 0.036859], [ Generator :: loss: 2.865840] epoch: 1311, [Discriminator :: d_loss: 0.031217], [ Generator :: loss: 2.909253] epoch: 1312, [Discriminator :: d_loss: 0.034461], [ Generator :: loss: 2.955199] epoch: 1313, [Discriminator :: d_loss: 0.028846], [ Generator :: loss: 2.938572] epoch: 1314, [Discriminator :: d_loss: 0.029799], [ Generator :: loss: 2.944763] epoch: 1315, [Discriminator :: d_loss: 0.033401], [ Generator :: loss: 2.949428] epoch: 1316, [Discriminator :: d_loss: 0.031844], [ Generator :: loss: 2.987852] epoch: 1317, [Discriminator :: d_loss: 0.029251], [ Generator :: loss: 2.937711] epoch: 1318, [Discriminator :: d_loss: 0.029764], [ Generator :: loss: 2.998926] epoch: 1319, [Discriminator :: d_loss: 0.026023], [ Generator :: loss: 3.054941] epoch: 1320, [Discriminator :: d_loss: 0.028040], [ Generator :: loss: 3.050603] epoch: 1321, [Discriminator :: d_loss: 0.027627], [ Generator :: loss: 3.041339] epoch: 1322, [Discriminator :: d_loss: 0.025274], [ Generator :: loss: 3.077644] epoch: 1323, [Discriminator :: d_loss: 0.032072], [ Generator :: loss: 3.080802] epoch: 1324, [Discriminator :: d_loss: 0.026625], [ Generator :: loss: 3.071950] epoch: 1325, [Discriminator :: d_loss: 0.023527], [ Generator :: loss: 3.123578] epoch: 1326, [Discriminator :: d_loss: 0.025255], [ Generator :: loss: 3.101612] epoch: 1327, [Discriminator :: d_loss: 0.026007], [ Generator :: loss: 3.115635] epoch: 1328, [Discriminator :: d_loss: 0.026808], [ Generator :: loss: 3.099112] epoch: 1329, [Discriminator :: d_loss: 0.026260], [ Generator :: loss: 3.110993] epoch: 1330, [Discriminator :: d_loss: 0.024228], [ Generator :: loss: 3.148874] epoch: 1331, [Discriminator :: d_loss: 0.023855], [ Generator :: loss: 3.175508] epoch: 1332, [Discriminator :: d_loss: 1.908484], [ Generator :: loss: 2.351483] epoch: 1333, [Discriminator :: d_loss: 0.054718], [ Generator :: loss: 2.077774] epoch: 1334, [Discriminator :: d_loss: 0.074458], [ Generator :: loss: 2.037103] epoch: 1335, [Discriminator :: d_loss: 0.081194], [ Generator :: loss: 2.105141] epoch: 1336, [Discriminator :: d_loss: 0.075337], [ Generator :: loss: 2.108720] epoch: 1337, [Discriminator :: d_loss: 0.079183], [ Generator :: loss: 2.305912] epoch: 1338, [Discriminator :: d_loss: 0.066776], [ Generator :: loss: 2.338351] epoch: 1339, [Discriminator :: d_loss: 0.059511], [ Generator :: loss: 2.456777] epoch: 1340, [Discriminator :: d_loss: 0.054840], [ Generator :: loss: 2.618642] epoch: 1341, [Discriminator :: d_loss: 0.044889], [ Generator :: loss: 2.640508] epoch: 1342, [Discriminator :: d_loss: 0.045566], [ Generator :: loss: 2.681065] epoch: 1343, [Discriminator :: d_loss: 0.044584], [ Generator :: loss: 2.727430] epoch: 1344, [Discriminator :: d_loss: 0.041936], [ Generator :: loss: 2.748048] epoch: 1345, [Discriminator :: d_loss: 0.042082], [ Generator :: loss: 2.869836]
epoch: 1346, [Discriminator :: d_loss: 0.040108], [ Generator :: loss: 2.810352] epoch: 1347, [Discriminator :: d_loss: 0.039096], [ Generator :: loss: 2.861499] epoch: 1348, [Discriminator :: d_loss: 0.037333], [ Generator :: loss: 2.813013] epoch: 1349, [Discriminator :: d_loss: 0.034391], [ Generator :: loss: 2.753407] epoch: 1350, [Discriminator :: d_loss: 0.039376], [ Generator :: loss: 2.805838] epoch: 1351, [Discriminator :: d_loss: 0.033685], [ Generator :: loss: 2.854423] epoch: 1352, [Discriminator :: d_loss: 0.036555], [ Generator :: loss: 2.778582] epoch: 1353, [Discriminator :: d_loss: 0.034106], [ Generator :: loss: 2.897288] epoch: 1354, [Discriminator :: d_loss: 0.036294], [ Generator :: loss: 2.866164] epoch: 1355, [Discriminator :: d_loss: 0.040296], [ Generator :: loss: 2.866502] epoch: 1356, [Discriminator :: d_loss: 0.035303], [ Generator :: loss: 2.786367] epoch: 1357, [Discriminator :: d_loss: 0.037350], [ Generator :: loss: 2.836209] epoch: 1358, [Discriminator :: d_loss: 0.029515], [ Generator :: loss: 2.773996] epoch: 1359, [Discriminator :: d_loss: 0.035832], [ Generator :: loss: 2.858959] epoch: 1360, [Discriminator :: d_loss: 0.036634], [ Generator :: loss: 2.808325] epoch: 1361, [Discriminator :: d_loss: 0.035909], [ Generator :: loss: 2.810438] epoch: 1362, [Discriminator :: d_loss: 0.032063], [ Generator :: loss: 2.839516] epoch: 1363, [Discriminator :: d_loss: 0.037294], [ Generator :: loss: 2.718458] epoch: 1364, [Discriminator :: d_loss: 0.042496], [ Generator :: loss: 2.854942] epoch: 1365, [Discriminator :: d_loss: 0.039585], [ Generator :: loss: 2.826365] epoch: 1366, [Discriminator :: d_loss: 0.034588], [ Generator :: loss: 2.796237] epoch: 1367, [Discriminator :: d_loss: 0.040163], [ Generator :: loss: 2.802965] epoch: 1368, [Discriminator :: d_loss: 0.036631], [ Generator :: loss: 2.801072] epoch: 1369, [Discriminator :: d_loss: 0.035458], [ Generator :: loss: 2.782895] epoch: 1370, [Discriminator :: d_loss: 0.035081], [ 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epoch: 1383, [Discriminator :: d_loss: 0.029506], [ Generator :: loss: 3.008928] epoch: 1384, [Discriminator :: d_loss: 0.028312], [ Generator :: loss: 2.958763] epoch: 1385, [Discriminator :: d_loss: 0.028419], [ Generator :: loss: 2.993349] epoch: 1386, [Discriminator :: d_loss: 0.032687], [ Generator :: loss: 3.016279] epoch: 1387, [Discriminator :: d_loss: 0.026552], [ Generator :: loss: 3.035957] epoch: 1388, [Discriminator :: d_loss: 0.029463], [ Generator :: loss: 3.040929] epoch: 1389, [Discriminator :: d_loss: 0.029519], [ Generator :: loss: 3.045003] epoch: 1390, [Discriminator :: d_loss: 0.026329], [ Generator :: loss: 3.083632] epoch: 1391, [Discriminator :: d_loss: 0.023723], [ Generator :: loss: 3.082369] epoch: 1392, [Discriminator :: d_loss: 0.026480], [ Generator :: loss: 3.152067] epoch: 1393, [Discriminator :: d_loss: 0.543314], [ Generator :: loss: 2.284685] epoch: 1394, [Discriminator :: d_loss: 0.078890], [ Generator :: loss: 1.951880] epoch: 1395, [Discriminator :: d_loss: 0.097906], [ Generator :: loss: 1.863433] epoch: 1396, [Discriminator :: d_loss: 0.103968], [ Generator :: loss: 1.912466] epoch: 1397, [Discriminator :: d_loss: 0.102194], [ Generator :: loss: 2.083310] epoch: 1398, [Discriminator :: d_loss: 0.067103], [ Generator :: loss: 2.222973] epoch: 1399, [Discriminator :: d_loss: 0.081133], [ Generator :: loss: 2.371134] epoch: 1400, [Discriminator :: d_loss: 0.075196], [ Generator :: loss: 2.418111] epoch: 1401, [Discriminator :: d_loss: 0.067278], [ Generator :: loss: 2.470827] epoch: 1402, [Discriminator :: d_loss: 0.048422], [ Generator :: loss: 2.607106] epoch: 1403, [Discriminator :: d_loss: 0.053534], [ Generator :: loss: 2.630517] epoch: 1404, [Discriminator :: d_loss: 0.051092], [ Generator :: loss: 2.686660] epoch: 1405, [Discriminator :: d_loss: 0.046964], [ Generator :: loss: 2.618162] epoch: 1406, [Discriminator :: d_loss: 0.047432], [ Generator :: loss: 2.704736] epoch: 1407, [Discriminator :: d_loss: 0.042719], [ 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epoch: 1420, [Discriminator :: d_loss: 0.045998], [ Generator :: loss: 2.693512] epoch: 1421, [Discriminator :: d_loss: 0.670967], [ Generator :: loss: 2.070217] epoch: 1422, [Discriminator :: d_loss: 0.087892], [ Generator :: loss: 1.878331] epoch: 1423, [Discriminator :: d_loss: 0.118991], [ Generator :: loss: 1.852067] epoch: 1424, [Discriminator :: d_loss: 0.097184], [ Generator :: loss: 1.943534] epoch: 1425, [Discriminator :: d_loss: 0.113190], [ Generator :: loss: 1.945412] epoch: 1426, [Discriminator :: d_loss: 0.088549], [ Generator :: loss: 2.149194] epoch: 1427, [Discriminator :: d_loss: 0.085807], [ Generator :: loss: 2.214542] epoch: 1428, [Discriminator :: d_loss: 0.065794], [ Generator :: loss: 2.292571] epoch: 1429, [Discriminator :: d_loss: 0.074829], [ Generator :: loss: 2.308761] epoch: 1430, [Discriminator :: d_loss: 0.075994], [ Generator :: loss: 2.422791] epoch: 1431, [Discriminator :: d_loss: 0.054488], [ Generator :: loss: 2.324636] epoch: 1432, [Discriminator :: d_loss: 0.048088], [ Generator :: loss: 2.589970] epoch: 1433, [Discriminator :: d_loss: 0.072768], [ Generator :: loss: 2.554420] epoch: 1434, [Discriminator :: d_loss: 0.057543], [ Generator :: loss: 2.384002] epoch: 1435, [Discriminator :: d_loss: 0.060951], [ Generator :: loss: 2.474509] epoch: 1436, [Discriminator :: d_loss: 0.061145], [ Generator :: loss: 2.387200] epoch: 1437, [Discriminator :: d_loss: 0.053347], [ Generator :: loss: 2.432322] epoch: 1438, [Discriminator :: d_loss: 0.059845], [ Generator :: loss: 2.399946] epoch: 1439, [Discriminator :: d_loss: 0.060652], [ Generator :: loss: 2.388979] epoch: 1440, [Discriminator :: d_loss: 0.060012], [ Generator :: loss: 2.469723] epoch: 1441, [Discriminator :: d_loss: 0.061169], [ Generator :: loss: 2.484660] epoch: 1442, [Discriminator :: d_loss: 0.064938], [ Generator :: loss: 2.532944] epoch: 1443, [Discriminator :: d_loss: 0.052145], [ Generator :: loss: 2.579812] epoch: 1444, [Discriminator :: d_loss: 0.049048], [ Generator :: loss: 2.644390] epoch: 1445, [Discriminator :: d_loss: 0.050242], [ Generator :: loss: 2.556404] epoch: 1446, [Discriminator :: d_loss: 0.047286], [ Generator :: loss: 2.684898] epoch: 1447, [Discriminator :: d_loss: 0.051854], [ Generator :: loss: 2.644476] epoch: 1448, [Discriminator :: d_loss: 0.046772], [ Generator :: loss: 2.665264] epoch: 1449, [Discriminator :: d_loss: 0.045142], [ Generator :: loss: 2.717406]
epoch: 1450, [Discriminator :: d_loss: 0.041292], [ Generator :: loss: 2.634161] epoch: 1451, [Discriminator :: d_loss: 0.051451], [ Generator :: loss: 2.727296] epoch: 1452, [Discriminator :: d_loss: 0.043286], [ Generator :: loss: 2.700482] epoch: 1453, [Discriminator :: d_loss: 0.039396], [ Generator :: loss: 2.712743] epoch: 1454, [Discriminator :: d_loss: 0.041968], [ Generator :: loss: 2.733625] epoch: 1455, [Discriminator :: d_loss: 0.045013], [ Generator :: loss: 2.750088] epoch: 1456, [Discriminator :: d_loss: 0.037576], [ Generator :: loss: 2.760419] epoch: 1457, [Discriminator :: d_loss: 0.038643], [ Generator :: loss: 2.714891] epoch: 1458, [Discriminator :: d_loss: 0.043040], [ Generator :: loss: 2.814921] epoch: 1459, [Discriminator :: d_loss: 0.041575], [ Generator :: loss: 2.743848] epoch: 1460, [Discriminator :: d_loss: 0.038191], [ Generator :: loss: 2.865571] epoch: 1461, [Discriminator :: d_loss: 0.040396], [ Generator :: loss: 2.787844] epoch: 1462, [Discriminator :: d_loss: 0.038443], [ Generator :: loss: 2.759370] epoch: 1463, [Discriminator :: d_loss: 0.045276], [ Generator :: loss: 2.832654] epoch: 1464, [Discriminator :: d_loss: 0.035037], [ Generator :: loss: 2.894988] epoch: 1465, [Discriminator :: d_loss: 0.035296], [ Generator :: loss: 2.841312] epoch: 1466, [Discriminator :: d_loss: 0.036627], [ Generator :: loss: 2.864951] epoch: 1467, [Discriminator :: d_loss: 0.032556], [ Generator :: loss: 2.809854] epoch: 1468, [Discriminator :: d_loss: 0.034263], [ Generator :: loss: 3.022338] epoch: 1469, [Discriminator :: d_loss: 0.041248], [ Generator :: loss: 2.961264] epoch: 1470, [Discriminator :: d_loss: 0.031640], [ Generator :: loss: 2.973582] epoch: 1471, [Discriminator :: d_loss: 0.030888], [ Generator :: loss: 2.953496] epoch: 1472, [Discriminator :: d_loss: 0.026205], [ Generator :: loss: 2.929781] epoch: 1473, [Discriminator :: d_loss: 0.029184], [ Generator :: loss: 3.019037] epoch: 1474, [Discriminator :: d_loss: 0.033802], [ Generator :: loss: 3.018775] epoch: 1475, [Discriminator :: d_loss: 0.032278], [ Generator :: loss: 3.076853] epoch: 1476, [Discriminator :: d_loss: 0.032963], [ Generator :: loss: 3.015379] epoch: 1477, [Discriminator :: d_loss: 0.030555], [ Generator :: loss: 2.936071] epoch: 1478, [Discriminator :: d_loss: 0.035484], [ Generator :: loss: 3.122495] epoch: 1479, [Discriminator :: d_loss: 0.516952], [ Generator :: loss: 2.230001] epoch: 1480, [Discriminator :: d_loss: 0.072126], [ Generator :: loss: 2.033202] epoch: 1481, [Discriminator :: d_loss: 0.089152], [ Generator :: loss: 1.938080] epoch: 1482, [Discriminator :: d_loss: 0.104113], [ Generator :: loss: 2.079937] epoch: 1483, [Discriminator :: d_loss: 0.076776], [ Generator :: loss: 2.203997] epoch: 1484, [Discriminator :: d_loss: 0.070905], [ Generator :: loss: 2.293989] epoch: 1485, [Discriminator :: d_loss: 0.059224], [ Generator :: loss: 2.476780] epoch: 1486, [Discriminator :: d_loss: 0.066890], [ Generator :: loss: 2.563018] epoch: 1487, [Discriminator :: d_loss: 0.059725], [ Generator :: loss: 2.643539] epoch: 1488, [Discriminator :: d_loss: 0.043701], [ Generator :: loss: 2.682781] epoch: 1489, [Discriminator :: d_loss: 0.046953], [ Generator :: loss: 2.637769] epoch: 1490, [Discriminator :: d_loss: 0.041662], [ Generator :: loss: 2.758417] epoch: 1491, [Discriminator :: d_loss: 0.044376], [ Generator :: loss: 2.692344] epoch: 1492, [Discriminator :: d_loss: 0.043313], [ Generator :: loss: 2.744743] epoch: 1493, [Discriminator :: d_loss: 0.042070], [ Generator :: loss: 2.865683] epoch: 1494, [Discriminator :: d_loss: 0.038842], [ Generator :: loss: 2.736889] epoch: 1495, [Discriminator :: d_loss: 0.034523], [ Generator :: loss: 2.708398] epoch: 1496, [Discriminator :: d_loss: 0.043993], [ Generator :: loss: 2.788796] epoch: 1497, [Discriminator :: d_loss: 0.042378], [ Generator :: loss: 2.752611] epoch: 1498, [Discriminator :: d_loss: 0.041257], [ Generator :: loss: 2.692629] epoch: 1499, [Discriminator :: d_loss: 0.048802], [ Generator :: loss: 2.751777] epoch: 1500, [Discriminator :: d_loss: 0.041751], [ Generator :: loss: 2.795019] epoch: 1501, [Discriminator :: d_loss: 0.043385], [ Generator :: loss: 2.712338] epoch: 1502, [Discriminator :: d_loss: 0.042395], [ Generator :: loss: 2.755646] epoch: 1503, [Discriminator :: d_loss: 0.038407], [ Generator :: loss: 2.871450] epoch: 1504, [Discriminator :: d_loss: 0.045388], [ Generator :: loss: 2.825391] epoch: 1505, [Discriminator :: d_loss: 0.039344], [ Generator :: loss: 2.869397] epoch: 1506, [Discriminator :: d_loss: 0.037225], [ Generator :: loss: 2.877559] epoch: 1507, [Discriminator :: d_loss: 0.035952], [ Generator :: loss: 2.871245] epoch: 1508, [Discriminator :: d_loss: 0.041752], [ Generator :: loss: 2.889321] epoch: 1509, [Discriminator :: d_loss: 0.037979], [ Generator :: loss: 2.876794] epoch: 1510, [Discriminator :: d_loss: 0.033526], [ Generator :: loss: 2.875359] epoch: 1511, [Discriminator :: d_loss: 0.039281], [ Generator :: loss: 2.918324] epoch: 1512, [Discriminator :: d_loss: 0.031723], [ Generator :: loss: 2.904850] epoch: 1513, [Discriminator :: d_loss: 0.032182], [ Generator :: loss: 2.980033] epoch: 1514, [Discriminator :: d_loss: 0.036832], [ Generator :: loss: 2.987789] epoch: 1515, [Discriminator :: d_loss: 0.032242], [ Generator :: loss: 2.961362] epoch: 1516, [Discriminator :: d_loss: 0.034528], [ Generator :: loss: 2.897866] epoch: 1517, [Discriminator :: d_loss: 0.031174], [ Generator :: loss: 2.968443] epoch: 1518, [Discriminator :: d_loss: 0.031853], [ Generator :: loss: 3.023867] epoch: 1519, [Discriminator :: d_loss: 0.029855], [ Generator :: loss: 3.058620] epoch: 1520, [Discriminator :: d_loss: 1.775662], [ Generator :: loss: 2.430879] epoch: 1521, [Discriminator :: d_loss: 0.052430], [ Generator :: loss: 2.230200] epoch: 1522, [Discriminator :: d_loss: 0.072431], [ Generator :: loss: 2.228189] epoch: 1523, [Discriminator :: d_loss: 0.072280], [ Generator :: loss: 2.282913] epoch: 1524, [Discriminator :: d_loss: 0.067296], [ Generator :: loss: 2.498775] epoch: 1525, [Discriminator :: d_loss: 0.053495], [ Generator :: loss: 2.672393] epoch: 1526, [Discriminator :: d_loss: 0.052852], [ Generator :: loss: 2.622147] epoch: 1527, [Discriminator :: d_loss: 0.057464], [ Generator :: loss: 2.718178] epoch: 1528, [Discriminator :: d_loss: 0.044298], [ Generator :: loss: 2.731011] epoch: 1529, [Discriminator :: d_loss: 0.044363], [ Generator :: loss: 2.708810] epoch: 1530, [Discriminator :: d_loss: 0.042402], [ Generator :: loss: 2.688060] epoch: 1531, [Discriminator :: d_loss: 0.045529], [ Generator :: loss: 2.654377] epoch: 1532, [Discriminator :: d_loss: 0.046592], [ Generator :: loss: 2.586401] epoch: 1533, [Discriminator :: d_loss: 0.037502], [ Generator :: loss: 2.685286] epoch: 1534, [Discriminator :: d_loss: 0.046890], [ Generator :: loss: 2.839824] epoch: 1535, [Discriminator :: d_loss: 0.044809], [ Generator :: loss: 2.869366] epoch: 1536, [Discriminator :: d_loss: 0.037304], [ Generator :: loss: 2.739593] epoch: 1537, [Discriminator :: d_loss: 0.044648], [ Generator :: loss: 2.742208] epoch: 1538, [Discriminator :: d_loss: 0.045942], [ Generator :: loss: 2.802225] epoch: 1539, [Discriminator :: d_loss: 0.042197], [ Generator :: loss: 2.882500] epoch: 1540, [Discriminator :: d_loss: 0.044642], [ Generator :: loss: 2.831299] epoch: 1541, [Discriminator :: d_loss: 0.041387], [ Generator :: loss: 2.773904] epoch: 1542, [Discriminator :: d_loss: 0.041067], [ Generator :: loss: 2.782177] epoch: 1543, [Discriminator :: d_loss: 0.040070], [ Generator :: loss: 2.815294] epoch: 1544, [Discriminator :: d_loss: 0.037005], [ Generator :: loss: 2.897980] epoch: 1545, [Discriminator :: d_loss: 0.040521], [ Generator :: loss: 2.769414] epoch: 1546, [Discriminator :: d_loss: 0.044649], [ Generator :: loss: 2.797729] epoch: 1547, [Discriminator :: d_loss: 0.039410], [ Generator :: loss: 2.857774] epoch: 1548, [Discriminator :: d_loss: 0.042049], [ Generator :: loss: 2.858528] epoch: 1549, [Discriminator :: d_loss: 0.037064], [ Generator :: loss: 2.980825] epoch: 1550, [Discriminator :: d_loss: 0.035599], [ Generator :: loss: 2.968259] epoch: 1551, [Discriminator :: d_loss: 0.034542], [ Generator :: loss: 2.945587] epoch: 1552, [Discriminator :: d_loss: 0.035372], [ Generator :: loss: 2.927964] epoch: 1553, [Discriminator :: d_loss: 0.036434], [ Generator :: loss: 2.850144]
epoch: 1554, [Discriminator :: d_loss: 0.036412], [ Generator :: loss: 2.964666] epoch: 1555, [Discriminator :: d_loss: 0.030700], [ Generator :: loss: 2.989013] epoch: 1556, [Discriminator :: d_loss: 0.026560], [ Generator :: loss: 3.020252] epoch: 1557, [Discriminator :: d_loss: 0.034502], [ Generator :: loss: 2.970417] epoch: 1558, [Discriminator :: d_loss: 0.033792], [ Generator :: loss: 2.946523] epoch: 1559, [Discriminator :: d_loss: 0.039626], [ Generator :: loss: 2.953314] epoch: 1560, [Discriminator :: d_loss: 0.040962], [ Generator :: loss: 3.007283] epoch: 1561, [Discriminator :: d_loss: 0.031542], [ Generator :: loss: 3.001797] epoch: 1562, [Discriminator :: d_loss: 0.027423], [ Generator :: loss: 3.028218] epoch: 1563, [Discriminator :: d_loss: 0.033238], [ Generator :: loss: 3.052169] epoch: 1564, [Discriminator :: d_loss: 0.031291], [ Generator :: loss: 3.006477] epoch: 1565, [Discriminator :: d_loss: 0.030024], [ Generator :: loss: 2.993864] epoch: 1566, [Discriminator :: d_loss: 0.029805], [ Generator :: loss: 3.019462] epoch: 1567, [Discriminator :: d_loss: 0.031343], [ Generator :: loss: 3.047263] epoch: 1568, [Discriminator :: d_loss: 0.033222], [ Generator :: loss: 3.032070] epoch: 1569, [Discriminator :: d_loss: 0.031291], [ Generator :: loss: 3.073966] epoch: 1570, [Discriminator :: d_loss: 0.029266], [ Generator :: loss: 3.142310] epoch: 1571, [Discriminator :: d_loss: 0.029149], [ Generator :: loss: 3.063996] epoch: 1572, [Discriminator :: d_loss: 0.026957], [ Generator :: loss: 3.063191] epoch: 1573, [Discriminator :: d_loss: 0.029589], [ Generator :: loss: 3.074710] epoch: 1574, [Discriminator :: d_loss: 0.030182], [ Generator :: loss: 3.153473] epoch: 1575, [Discriminator :: d_loss: 0.030102], [ Generator :: loss: 3.154987] epoch: 1576, [Discriminator :: d_loss: 0.032944], [ Generator :: loss: 3.112836] epoch: 1577, [Discriminator :: d_loss: 0.025021], [ Generator :: loss: 3.134698] epoch: 1578, [Discriminator :: d_loss: 0.025242], [ 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epoch: 1591, [Discriminator :: d_loss: 0.056080], [ Generator :: loss: 2.661716] epoch: 1592, [Discriminator :: d_loss: 0.045867], [ Generator :: loss: 2.734560] epoch: 1593, [Discriminator :: d_loss: 0.053191], [ Generator :: loss: 2.799613] epoch: 1594, [Discriminator :: d_loss: 0.040494], [ Generator :: loss: 2.802290] epoch: 1595, [Discriminator :: d_loss: 0.053952], [ Generator :: loss: 2.600476] epoch: 1596, [Discriminator :: d_loss: 0.057438], [ Generator :: loss: 2.636905] epoch: 1597, [Discriminator :: d_loss: 0.052464], [ Generator :: loss: 2.536723] epoch: 1598, [Discriminator :: d_loss: 0.051985], [ Generator :: loss: 2.792756] epoch: 1599, [Discriminator :: d_loss: 0.051846], [ Generator :: loss: 2.607168] epoch: 1600, [Discriminator :: d_loss: 0.051871], [ Generator :: loss: 2.765955] epoch: 1601, [Discriminator :: d_loss: 0.063828], [ Generator :: loss: 2.704775] epoch: 1602, [Discriminator :: d_loss: 0.062534], [ Generator :: loss: 2.647455] epoch: 1603, [Discriminator 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epoch: 1628, [Discriminator :: d_loss: 0.034867], [ Generator :: loss: 3.068125] epoch: 1629, [Discriminator :: d_loss: 0.033060], [ Generator :: loss: 3.087309] epoch: 1630, [Discriminator :: d_loss: 0.034226], [ Generator :: loss: 3.064220] epoch: 1631, [Discriminator :: d_loss: 0.029848], [ Generator :: loss: 3.096814] epoch: 1632, [Discriminator :: d_loss: 0.027800], [ Generator :: loss: 3.009523] epoch: 1633, [Discriminator :: d_loss: 0.032791], [ Generator :: loss: 2.982912] epoch: 1634, [Discriminator :: d_loss: 0.040684], [ Generator :: loss: 3.128745] epoch: 1635, [Discriminator :: d_loss: 0.508714], [ Generator :: loss: 1.885558] epoch: 1636, [Discriminator :: d_loss: 0.095359], [ Generator :: loss: 1.650244] epoch: 1637, [Discriminator :: d_loss: 0.131775], [ Generator :: loss: 1.706174] epoch: 1638, [Discriminator :: d_loss: 0.150957], [ Generator :: loss: 1.973182] epoch: 1639, [Discriminator :: d_loss: 0.107491], [ Generator :: loss: 2.359077] epoch: 1640, [Discriminator :: d_loss: 0.077117], [ Generator :: loss: 2.555871] epoch: 1641, [Discriminator :: d_loss: 0.059857], [ Generator :: loss: 2.808968] epoch: 1642, [Discriminator :: d_loss: 0.055536], [ Generator :: loss: 2.458346] epoch: 1643, [Discriminator :: d_loss: 0.065721], [ Generator :: loss: 2.657842] epoch: 1644, [Discriminator :: d_loss: 0.059517], [ Generator :: loss: 2.551547] epoch: 1645, [Discriminator :: d_loss: 0.057357], [ Generator :: loss: 2.479751] epoch: 1646, [Discriminator :: d_loss: 0.103218], [ Generator :: loss: 2.548867] epoch: 1647, [Discriminator :: d_loss: 0.066197], [ Generator :: loss: 2.626492] epoch: 1648, [Discriminator :: d_loss: 0.062394], [ Generator :: loss: 2.472121] epoch: 1649, [Discriminator :: d_loss: 0.070665], [ Generator :: loss: 2.555351] epoch: 1650, [Discriminator :: d_loss: 0.051704], [ Generator :: loss: 2.613867] epoch: 1651, [Discriminator :: d_loss: 0.065783], [ Generator :: loss: 2.620478] epoch: 1652, [Discriminator :: d_loss: 0.066731], [ 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epoch: 1658, [Discriminator :: d_loss: 0.060440], [ Generator :: loss: 2.590771] epoch: 1659, [Discriminator :: d_loss: 0.057834], [ Generator :: loss: 2.523150] epoch: 1660, [Discriminator :: d_loss: 0.084311], [ Generator :: loss: 2.576060] epoch: 1661, [Discriminator :: d_loss: 0.084908], [ Generator :: loss: 2.726720] epoch: 1662, [Discriminator :: d_loss: 0.050731], [ Generator :: loss: 2.765231] epoch: 1663, [Discriminator :: d_loss: 0.047779], [ Generator :: loss: 2.656577] epoch: 1664, [Discriminator :: d_loss: 0.052894], [ Generator :: loss: 2.776148] epoch: 1665, [Discriminator :: d_loss: 0.045698], [ Generator :: loss: 2.863861] epoch: 1666, [Discriminator :: d_loss: 0.057889], [ Generator :: loss: 2.686080] epoch: 1667, [Discriminator :: d_loss: 0.050063], [ Generator :: loss: 2.703108] epoch: 1668, [Discriminator :: d_loss: 0.043967], [ Generator :: loss: 2.516894] epoch: 1669, [Discriminator :: d_loss: 0.059488], [ Generator :: loss: 2.835394] epoch: 1670, [Discriminator :: d_loss: 0.038901], [ Generator :: loss: 2.856330] epoch: 1671, [Discriminator :: d_loss: 0.047041], [ Generator :: loss: 2.776091] epoch: 1672, [Discriminator :: d_loss: 0.060327], [ Generator :: loss: 3.027670] epoch: 1673, [Discriminator :: d_loss: 0.044616], [ Generator :: loss: 2.872168] epoch: 1674, [Discriminator :: d_loss: 0.040181], [ Generator :: loss: 3.206417] epoch: 1675, [Discriminator :: d_loss: 0.037207], [ Generator :: loss: 2.884606] epoch: 1676, [Discriminator :: d_loss: 0.036616], [ Generator :: loss: 3.013355] epoch: 1677, [Discriminator :: d_loss: 0.035977], [ Generator :: loss: 2.920203] epoch: 1678, [Discriminator :: d_loss: 0.037010], [ Generator :: loss: 2.887571] epoch: 1679, [Discriminator :: d_loss: 0.043344], [ Generator :: loss: 2.998311] epoch: 1680, [Discriminator :: d_loss: 0.040244], [ Generator :: loss: 2.862742] epoch: 1681, [Discriminator :: d_loss: 0.043838], [ Generator :: loss: 2.988186] epoch: 1682, [Discriminator :: d_loss: 0.047278], [ 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epoch: 1695, [Discriminator :: d_loss: 0.028635], [ Generator :: loss: 3.320298] epoch: 1696, [Discriminator :: d_loss: 0.026530], [ Generator :: loss: 3.288357] epoch: 1697, [Discriminator :: d_loss: 0.024814], [ Generator :: loss: 3.288212] epoch: 1698, [Discriminator :: d_loss: 0.024092], [ Generator :: loss: 3.240490] epoch: 1699, [Discriminator :: d_loss: 0.025940], [ Generator :: loss: 3.238104] epoch: 1700, [Discriminator :: d_loss: 0.028127], [ Generator :: loss: 3.271274] epoch: 1701, [Discriminator :: d_loss: 0.024293], [ Generator :: loss: 3.190635] epoch: 1702, [Discriminator :: d_loss: 0.025857], [ Generator :: loss: 3.253638] epoch: 1703, [Discriminator :: d_loss: 0.028010], [ Generator :: loss: 3.283836] epoch: 1704, [Discriminator :: d_loss: 0.026334], [ Generator :: loss: 3.266465] epoch: 1705, [Discriminator :: d_loss: 0.022232], [ Generator :: loss: 3.373866] epoch: 1706, [Discriminator :: d_loss: 0.025687], [ Generator :: loss: 3.325026] epoch: 1707, [Discriminator :: d_loss: 0.023844], [ Generator :: loss: 3.349659] epoch: 1708, [Discriminator :: d_loss: 0.023103], [ Generator :: loss: 3.291937] epoch: 1709, [Discriminator :: d_loss: 0.020309], [ Generator :: loss: 3.344354] epoch: 1710, [Discriminator :: d_loss: 0.020087], [ Generator :: loss: 3.284400] epoch: 1711, [Discriminator :: d_loss: 0.021515], [ Generator :: loss: 3.429082] epoch: 1712, [Discriminator :: d_loss: 0.018378], [ Generator :: loss: 3.392195] epoch: 1713, [Discriminator :: d_loss: 0.019624], [ Generator :: loss: 3.380122] epoch: 1714, [Discriminator :: d_loss: 0.019341], [ Generator :: loss: 3.327452] epoch: 1715, [Discriminator :: d_loss: 0.021840], [ Generator :: loss: 3.358778] epoch: 1716, [Discriminator :: d_loss: 0.018544], [ Generator :: loss: 3.395848] epoch: 1717, [Discriminator :: d_loss: 0.023072], [ Generator :: loss: 3.538370] epoch: 1718, [Discriminator :: d_loss: 0.029021], [ Generator :: loss: 3.442009] epoch: 1719, [Discriminator :: d_loss: 0.018304], [ 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epoch: 1732, [Discriminator :: d_loss: 0.017290], [ Generator :: loss: 3.653969] epoch: 1733, [Discriminator :: d_loss: 1.322815], [ Generator :: loss: 1.425885] epoch: 1734, [Discriminator :: d_loss: 0.157390], [ Generator :: loss: 0.984475] epoch: 1735, [Discriminator :: d_loss: 0.336822], [ Generator :: loss: 1.185856] epoch: 1736, [Discriminator :: d_loss: 0.302397], [ Generator :: loss: 1.614321] epoch: 1737, [Discriminator :: d_loss: 0.179903], [ Generator :: loss: 2.176126] epoch: 1738, [Discriminator :: d_loss: 0.137468], [ Generator :: loss: 2.569386] epoch: 1739, [Discriminator :: d_loss: 0.096393], [ Generator :: loss: 2.526793] epoch: 1740, [Discriminator :: d_loss: 0.077999], [ Generator :: loss: 2.635336] epoch: 1741, [Discriminator :: d_loss: 0.064061], [ Generator :: loss: 2.396685] epoch: 1742, [Discriminator :: d_loss: 0.080258], [ Generator :: loss: 2.736517] epoch: 1743, [Discriminator :: d_loss: 0.083087], [ Generator :: loss: 2.499510] epoch: 1744, [Discriminator :: d_loss: 0.096490], [ Generator :: loss: 2.299055] epoch: 1745, [Discriminator :: d_loss: 0.081710], [ Generator :: loss: 2.461160] epoch: 1746, [Discriminator :: d_loss: 0.091245], [ Generator :: loss: 2.423061] epoch: 1747, [Discriminator :: d_loss: 0.082949], [ Generator :: loss: 2.387307] epoch: 1748, [Discriminator :: d_loss: 0.091230], [ Generator :: loss: 2.427544] epoch: 1749, [Discriminator :: d_loss: 0.089244], [ Generator :: loss: 2.529236] epoch: 1750, [Discriminator :: d_loss: 0.097619], [ Generator :: loss: 2.450722] epoch: 1751, [Discriminator :: d_loss: 0.099027], [ Generator :: loss: 2.742231] epoch: 1752, [Discriminator :: d_loss: 0.090727], [ Generator :: loss: 2.667938] epoch: 1753, [Discriminator :: d_loss: 0.069746], [ Generator :: loss: 2.706242] epoch: 1754, [Discriminator :: d_loss: 0.080340], [ Generator :: loss: 2.571600] epoch: 1755, [Discriminator :: d_loss: 0.070533], [ Generator :: loss: 2.878029] epoch: 1756, [Discriminator :: d_loss: 0.061139], [ 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epoch: 1761, [Discriminator :: d_loss: 0.067198], [ Generator :: loss: 2.944132] epoch: 1762, [Discriminator :: d_loss: 0.047407], [ Generator :: loss: 2.754055] epoch: 1763, [Discriminator :: d_loss: 0.044785], [ Generator :: loss: 2.885307] epoch: 1764, [Discriminator :: d_loss: 0.048666], [ Generator :: loss: 2.861105] epoch: 1765, [Discriminator :: d_loss: 0.041641], [ Generator :: loss: 2.723969] epoch: 1766, [Discriminator :: d_loss: 0.055064], [ Generator :: loss: 2.782644] epoch: 1767, [Discriminator :: d_loss: 0.043405], [ Generator :: loss: 2.823173] epoch: 1768, [Discriminator :: d_loss: 0.046759], [ Generator :: loss: 3.020086] epoch: 1769, [Discriminator :: d_loss: 0.045388], [ Generator :: loss: 2.908420] epoch: 1770, [Discriminator :: d_loss: 0.036283], [ Generator :: loss: 2.963596] epoch: 1771, [Discriminator :: d_loss: 0.042508], [ Generator :: loss: 2.997197] epoch: 1772, [Discriminator :: d_loss: 0.034979], [ Generator :: loss: 3.121437] epoch: 1773, [Discriminator :: d_loss: 0.043148], [ Generator :: loss: 3.209839] epoch: 1774, [Discriminator :: d_loss: 0.030804], [ Generator :: loss: 3.253823] epoch: 1775, [Discriminator :: d_loss: 0.028855], [ Generator :: loss: 3.132293] epoch: 1776, [Discriminator :: d_loss: 0.033238], [ Generator :: loss: 3.179641] epoch: 1777, [Discriminator :: d_loss: 0.029460], [ Generator :: loss: 3.207018] epoch: 1778, [Discriminator :: d_loss: 0.032827], [ Generator :: loss: 3.139652] epoch: 1779, [Discriminator :: d_loss: 0.029695], [ Generator :: loss: 3.168011] epoch: 1780, [Discriminator :: d_loss: 0.027872], [ Generator :: loss: 3.214182] epoch: 1781, [Discriminator :: d_loss: 0.028688], [ Generator :: loss: 3.222238] epoch: 1782, [Discriminator :: d_loss: 0.026318], [ Generator :: loss: 3.174439] epoch: 1783, [Discriminator :: d_loss: 0.023207], [ Generator :: loss: 3.171841] epoch: 1784, [Discriminator :: d_loss: 0.026305], [ Generator :: loss: 3.272834] epoch: 1785, [Discriminator :: d_loss: 0.026882], [ 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epoch: 1798, [Discriminator :: d_loss: 0.052600], [ Generator :: loss: 2.731848] epoch: 1799, [Discriminator :: d_loss: 0.055477], [ Generator :: loss: 2.710684] epoch: 1800, [Discriminator :: d_loss: 0.053121], [ Generator :: loss: 2.669605] epoch: 1801, [Discriminator :: d_loss: 0.046294], [ Generator :: loss: 2.676030] epoch: 1802, [Discriminator :: d_loss: 0.067289], [ Generator :: loss: 2.713539] epoch: 1803, [Discriminator :: d_loss: 0.055032], [ Generator :: loss: 2.627635] epoch: 1804, [Discriminator :: d_loss: 0.067426], [ Generator :: loss: 2.677071] epoch: 1805, [Discriminator :: d_loss: 0.046424], [ Generator :: loss: 2.715539] epoch: 1806, [Discriminator :: d_loss: 0.056571], [ Generator :: loss: 2.709630] epoch: 1807, [Discriminator :: d_loss: 0.054029], [ Generator :: loss: 2.852230] epoch: 1808, [Discriminator :: d_loss: 0.058621], [ Generator :: loss: 2.743364] epoch: 1809, [Discriminator :: d_loss: 0.042342], [ Generator :: loss: 2.889450] epoch: 1810, [Discriminator :: d_loss: 0.046932], [ Generator :: loss: 2.739241] epoch: 1811, [Discriminator :: d_loss: 0.048495], [ Generator :: loss: 2.844836] epoch: 1812, [Discriminator :: d_loss: 0.046258], [ Generator :: loss: 2.801168] epoch: 1813, [Discriminator :: d_loss: 0.041164], [ Generator :: loss: 2.932291] epoch: 1814, [Discriminator :: d_loss: 0.055665], [ Generator :: loss: 2.894247] epoch: 1815, [Discriminator :: d_loss: 0.038933], [ Generator :: loss: 2.946567] epoch: 1816, [Discriminator :: d_loss: 0.036247], [ Generator :: loss: 2.992079] epoch: 1817, [Discriminator :: d_loss: 0.044943], [ Generator :: loss: 2.987295] epoch: 1818, [Discriminator :: d_loss: 0.041585], [ Generator :: loss: 3.001150] epoch: 1819, [Discriminator :: d_loss: 0.039222], [ Generator :: loss: 2.949428] epoch: 1820, [Discriminator :: d_loss: 0.042343], [ Generator :: loss: 3.023962] epoch: 1821, [Discriminator :: d_loss: 0.035815], [ Generator :: loss: 3.016279] epoch: 1822, [Discriminator :: d_loss: 0.040485], [ Generator :: loss: 2.969072] epoch: 1823, [Discriminator :: d_loss: 0.040722], [ Generator :: loss: 3.016072] epoch: 1824, [Discriminator :: d_loss: 0.037140], [ Generator :: loss: 2.994669] epoch: 1825, [Discriminator :: d_loss: 0.034126], [ Generator :: loss: 3.010423] epoch: 1826, [Discriminator :: d_loss: 0.035100], [ Generator :: loss: 3.087159] epoch: 1827, [Discriminator :: d_loss: 0.031489], [ Generator :: loss: 3.119055] epoch: 1828, [Discriminator :: d_loss: 0.028600], [ Generator :: loss: 3.146433] epoch: 1829, [Discriminator :: d_loss: 0.089527], [ Generator :: loss: 2.171683] epoch: 1830, [Discriminator :: d_loss: 0.078039], [ Generator :: loss: 1.998847] epoch: 1831, [Discriminator :: d_loss: 0.131626], [ Generator :: loss: 2.195893] epoch: 1832, [Discriminator :: d_loss: 0.082983], [ Generator :: loss: 2.519070] epoch: 1833, [Discriminator :: d_loss: 0.057016], [ Generator :: loss: 2.750603] epoch: 1834, [Discriminator :: d_loss: 0.047561], [ Generator :: loss: 2.922197] epoch: 1835, [Discriminator :: d_loss: 0.043860], [ Generator :: loss: 2.952109] epoch: 1836, [Discriminator :: d_loss: 0.041984], [ Generator :: loss: 2.953239] epoch: 1837, [Discriminator :: d_loss: 0.040888], [ Generator :: loss: 2.992819] epoch: 1838, [Discriminator :: d_loss: 0.038776], [ Generator :: loss: 2.906600] epoch: 1839, [Discriminator :: d_loss: 0.043649], [ Generator :: loss: 2.924201] epoch: 1840, [Discriminator :: d_loss: 0.045009], [ Generator :: loss: 3.048086] epoch: 1841, [Discriminator :: d_loss: 0.043879], [ Generator :: loss: 2.907754] epoch: 1842, [Discriminator :: d_loss: 0.039887], [ Generator :: loss: 2.891605] epoch: 1843, [Discriminator :: d_loss: 0.035433], [ Generator :: loss: 2.888863] epoch: 1844, [Discriminator :: d_loss: 0.039637], [ Generator :: loss: 2.859390] epoch: 1845, [Discriminator :: d_loss: 0.042750], [ Generator :: loss: 2.854349] epoch: 1846, [Discriminator :: d_loss: 0.037923], [ Generator :: loss: 2.855080] epoch: 1847, [Discriminator :: d_loss: 0.037483], [ Generator :: loss: 2.860817] epoch: 1848, [Discriminator :: d_loss: 0.038523], [ Generator :: loss: 2.877551] epoch: 1849, [Discriminator :: d_loss: 0.038786], [ Generator :: loss: 3.112446] epoch: 1850, [Discriminator :: d_loss: 0.041456], [ Generator :: loss: 2.911021] epoch: 1851, [Discriminator :: d_loss: 0.037960], [ Generator :: loss: 3.150296] epoch: 1852, [Discriminator :: d_loss: 0.038743], [ Generator :: loss: 2.988163] epoch: 1853, [Discriminator :: d_loss: 0.040256], [ Generator :: loss: 3.217044] epoch: 1854, [Discriminator :: d_loss: 0.031418], [ Generator :: loss: 3.178712] epoch: 1855, [Discriminator :: d_loss: 0.026391], [ Generator :: loss: 3.244505] epoch: 1856, [Discriminator :: d_loss: 0.032438], [ Generator :: loss: 3.277350] epoch: 1857, [Discriminator :: d_loss: 0.029060], [ Generator :: loss: 3.332443] epoch: 1858, [Discriminator :: d_loss: 0.023779], [ Generator :: loss: 3.232064] epoch: 1859, [Discriminator :: d_loss: 0.024548], [ Generator :: loss: 3.311418] epoch: 1860, [Discriminator :: d_loss: 0.026815], [ Generator :: loss: 3.326688] epoch: 1861, [Discriminator :: d_loss: 0.026929], [ Generator :: loss: 3.292168] epoch: 1862, [Discriminator :: d_loss: 0.023997], [ Generator :: loss: 3.334980] epoch: 1863, [Discriminator :: d_loss: 0.022976], [ Generator :: loss: 3.281296] epoch: 1864, [Discriminator :: d_loss: 0.025840], [ Generator :: loss: 3.193964] epoch: 1865, [Discriminator :: d_loss: 0.029095], [ Generator :: loss: 3.407680] epoch: 1866, [Discriminator :: d_loss: 0.027694], [ Generator :: loss: 3.178708] epoch: 1867, [Discriminator :: d_loss: 0.021907], [ Generator :: loss: 3.208130] epoch: 1868, [Discriminator :: d_loss: 0.025015], [ Generator :: loss: 3.240298] epoch: 1869, [Discriminator :: d_loss: 0.029437], [ Generator :: loss: 3.284560]
epoch: 1870, [Discriminator :: d_loss: 0.036937], [ Generator :: loss: 3.291695] epoch: 1871, [Discriminator :: d_loss: 0.025521], [ Generator :: loss: 3.213032] epoch: 1872, [Discriminator :: d_loss: 0.024900], [ Generator :: loss: 3.237119] epoch: 1873, [Discriminator :: d_loss: 0.122503], [ Generator :: loss: 2.451260] epoch: 1874, [Discriminator :: d_loss: 0.059953], [ Generator :: loss: 2.244953] epoch: 1875, [Discriminator :: d_loss: 0.066573], [ Generator :: loss: 2.372649] epoch: 1876, [Discriminator :: d_loss: 0.063405], [ Generator :: loss: 2.565613] epoch: 1877, [Discriminator :: d_loss: 0.049126], [ Generator :: loss: 2.744292] epoch: 1878, [Discriminator :: d_loss: 0.034981], [ Generator :: loss: 2.971884] epoch: 1879, [Discriminator :: d_loss: 0.031848], [ Generator :: loss: 3.227958] epoch: 1880, [Discriminator :: d_loss: 0.034570], [ Generator :: loss: 3.241505] epoch: 1881, [Discriminator :: d_loss: 0.032414], [ Generator :: loss: 3.248650] epoch: 1882, [Discriminator :: d_loss: 0.021885], [ Generator :: loss: 3.223804] epoch: 1883, [Discriminator :: d_loss: 0.031398], [ Generator :: loss: 3.306949] epoch: 1884, [Discriminator :: d_loss: 0.026820], [ Generator :: loss: 3.297685] epoch: 1885, [Discriminator :: d_loss: 0.027199], [ Generator :: loss: 3.234409] epoch: 1886, [Discriminator :: d_loss: 0.030415], [ Generator :: loss: 3.233165] epoch: 1887, [Discriminator :: d_loss: 0.028205], [ Generator :: loss: 3.191586] epoch: 1888, [Discriminator :: d_loss: 0.029096], [ Generator :: loss: 3.279326] epoch: 1889, [Discriminator :: d_loss: 0.029773], [ Generator :: loss: 3.238036] epoch: 1890, [Discriminator :: d_loss: 0.028477], [ Generator :: loss: 3.232553] epoch: 1891, [Discriminator :: d_loss: 0.025787], [ Generator :: loss: 3.261567] epoch: 1892, [Discriminator :: d_loss: 0.027491], [ Generator :: loss: 3.253913] epoch: 1893, [Discriminator :: d_loss: 0.029636], [ Generator :: loss: 3.221446] epoch: 1894, [Discriminator :: d_loss: 0.027535], [ Generator :: loss: 3.159620] epoch: 1895, [Discriminator :: d_loss: 0.029431], [ Generator :: loss: 3.155927] epoch: 1896, [Discriminator :: d_loss: 0.033276], [ Generator :: loss: 3.175207] epoch: 1897, [Discriminator :: d_loss: 0.029492], [ Generator :: loss: 3.294461] epoch: 1898, [Discriminator :: d_loss: 0.024864], [ Generator :: loss: 3.246261] epoch: 1899, [Discriminator :: d_loss: 0.030583], [ Generator :: loss: 3.259842] epoch: 1900, [Discriminator :: d_loss: 0.026318], [ Generator :: loss: 3.352023] epoch: 1901, [Discriminator :: d_loss: 0.032054], [ Generator :: loss: 3.315813] epoch: 1902, [Discriminator :: d_loss: 0.034261], [ Generator :: loss: 3.357952] epoch: 1903, [Discriminator :: d_loss: 0.029519], [ Generator :: loss: 3.538814] epoch: 1904, [Discriminator :: d_loss: 0.024256], [ Generator :: loss: 3.599330] epoch: 1905, [Discriminator :: d_loss: 0.024663], [ Generator :: loss: 3.397843] epoch: 1906, [Discriminator :: d_loss: 0.022185], [ Generator :: loss: 3.548501] epoch: 1907, [Discriminator :: d_loss: 0.026423], [ Generator :: loss: 3.454413] epoch: 1908, [Discriminator :: d_loss: 0.023523], [ Generator :: loss: 3.427553] epoch: 1909, [Discriminator :: d_loss: 0.018290], [ Generator :: loss: 3.340729] epoch: 1910, [Discriminator :: d_loss: 0.021118], [ Generator :: loss: 3.369240] epoch: 1911, [Discriminator :: d_loss: 0.024305], [ Generator :: loss: 3.530267] epoch: 1912, [Discriminator :: d_loss: 0.028848], [ Generator :: loss: 3.450778] epoch: 1913, [Discriminator :: d_loss: 0.018786], [ Generator :: loss: 3.469365] epoch: 1914, [Discriminator :: d_loss: 0.030963], [ Generator :: loss: 3.410589] epoch: 1915, [Discriminator :: d_loss: 0.022442], [ Generator :: loss: 3.579467] epoch: 1916, [Discriminator :: d_loss: 0.027799], [ Generator :: loss: 3.669115] epoch: 1917, [Discriminator :: d_loss: 0.021844], [ Generator :: loss: 3.696787] epoch: 1918, [Discriminator :: d_loss: 0.013447], [ Generator :: loss: 3.602183] epoch: 1919, [Discriminator :: d_loss: 0.017481], [ Generator :: loss: 3.478881] epoch: 1920, [Discriminator :: d_loss: 0.024601], [ Generator :: loss: 3.411644] epoch: 1921, [Discriminator :: d_loss: 0.029591], [ Generator :: loss: 3.378078] epoch: 1922, [Discriminator :: d_loss: 0.023941], [ Generator :: loss: 3.436405] epoch: 1923, [Discriminator :: d_loss: 0.017916], [ Generator :: loss: 3.512400] epoch: 1924, [Discriminator :: d_loss: 0.029604], [ Generator :: loss: 3.585721] epoch: 1925, [Discriminator :: d_loss: 0.024740], [ Generator :: loss: 3.664980] epoch: 1926, [Discriminator :: d_loss: 0.020030], [ Generator :: loss: 3.536451] epoch: 1927, [Discriminator :: d_loss: 0.021361], [ Generator :: loss: 3.646391] epoch: 1928, [Discriminator :: d_loss: 0.020681], [ Generator :: loss: 3.763694] epoch: 1929, [Discriminator :: d_loss: 0.021071], [ Generator :: loss: 3.556681] epoch: 1930, [Discriminator :: d_loss: 0.018425], [ Generator :: loss: 3.615776] epoch: 1931, [Discriminator :: d_loss: 0.018837], [ Generator :: loss: 3.517773] epoch: 1932, [Discriminator :: d_loss: 0.025890], [ Generator :: loss: 3.789101] epoch: 1933, [Discriminator :: d_loss: 0.022861], [ Generator :: loss: 3.656744] epoch: 1934, [Discriminator :: d_loss: 0.020639], [ Generator :: loss: 3.427893] epoch: 1935, [Discriminator :: d_loss: 0.024561], [ Generator :: loss: 3.545582] epoch: 1936, [Discriminator :: d_loss: 0.022159], [ Generator :: loss: 3.610083] epoch: 1937, [Discriminator :: d_loss: 0.029648], [ Generator :: loss: 3.417215] epoch: 1938, [Discriminator :: d_loss: 0.019942], [ Generator :: loss: 3.595083] epoch: 1939, [Discriminator :: d_loss: 0.018501], [ Generator :: loss: 3.697249] epoch: 1940, [Discriminator :: d_loss: 0.026926], [ Generator :: loss: 3.712859] epoch: 1941, [Discriminator :: d_loss: 0.020963], [ Generator :: loss: 3.649595] epoch: 1942, [Discriminator :: d_loss: 0.015534], [ Generator :: loss: 3.807585] epoch: 1943, [Discriminator :: d_loss: 0.021879], [ Generator :: loss: 3.614618] epoch: 1944, [Discriminator :: d_loss: 0.020478], [ Generator :: loss: 3.803216] epoch: 1945, [Discriminator :: d_loss: 0.022868], [ Generator :: loss: 3.650629] epoch: 1946, [Discriminator :: d_loss: 0.029324], [ Generator :: loss: 3.302641] epoch: 1947, [Discriminator :: d_loss: 0.020707], [ Generator :: loss: 3.330267] epoch: 1948, [Discriminator :: d_loss: 0.024955], [ Generator :: loss: 3.165888] epoch: 1949, [Discriminator :: d_loss: 0.034534], [ Generator :: loss: 3.207903] epoch: 1950, [Discriminator :: d_loss: 0.034521], [ Generator :: loss: 3.220816] epoch: 1951, [Discriminator :: d_loss: 0.023906], [ Generator :: loss: 3.539406] epoch: 1952, [Discriminator :: d_loss: 0.023746], [ Generator :: loss: 3.441978] epoch: 1953, [Discriminator :: d_loss: 0.019771], [ Generator :: loss: 3.341194] epoch: 1954, [Discriminator :: d_loss: 0.023292], [ Generator :: loss: 3.481695] epoch: 1955, [Discriminator :: d_loss: 0.021597], [ Generator :: loss: 3.451612] epoch: 1956, [Discriminator :: d_loss: 0.026478], [ Generator :: loss: 3.717170] epoch: 1957, [Discriminator :: d_loss: 0.020232], [ Generator :: loss: 3.485413] epoch: 1958, [Discriminator :: d_loss: 0.022231], [ Generator :: loss: 3.618299] epoch: 1959, [Discriminator :: d_loss: 0.021505], [ Generator :: loss: 3.645214] epoch: 1960, [Discriminator :: d_loss: 0.018897], [ Generator :: loss: 3.555493] epoch: 1961, [Discriminator :: d_loss: 0.020174], [ Generator :: loss: 3.750653] epoch: 1962, [Discriminator :: d_loss: 0.020286], [ Generator :: loss: 3.707637] epoch: 1963, [Discriminator :: d_loss: 0.017988], [ Generator :: loss: 3.666309] epoch: 1964, [Discriminator :: d_loss: 0.017514], [ Generator :: loss: 3.758207] epoch: 1965, [Discriminator :: d_loss: 0.021846], [ Generator :: loss: 3.678014] epoch: 1966, [Discriminator :: d_loss: 0.017520], [ Generator :: loss: 3.689216] epoch: 1967, [Discriminator :: d_loss: 0.019125], [ Generator :: loss: 3.721458] epoch: 1968, [Discriminator :: d_loss: 0.019907], [ Generator :: loss: 3.921544] epoch: 1969, [Discriminator :: d_loss: 0.017189], [ Generator :: loss: 3.752637] epoch: 1970, [Discriminator :: d_loss: 0.015734], [ Generator :: loss: 3.631046] epoch: 1971, [Discriminator :: d_loss: 0.017590], [ Generator :: loss: 3.714159] epoch: 1972, [Discriminator :: d_loss: 0.015399], [ Generator :: loss: 3.636024]
epoch: 1973, [Discriminator :: d_loss: 0.016640], [ Generator :: loss: 3.635316] epoch: 1974, [Discriminator :: d_loss: 0.015770], [ Generator :: loss: 3.679379] epoch: 1975, [Discriminator :: d_loss: 0.018098], [ Generator :: loss: 3.599457] epoch: 1976, [Discriminator :: d_loss: 0.026444], [ Generator :: loss: 3.534554] epoch: 1977, [Discriminator :: d_loss: 0.025085], [ Generator :: loss: 3.623240] epoch: 1978, [Discriminator :: d_loss: 0.018874], [ Generator :: loss: 3.707812] epoch: 1979, [Discriminator :: d_loss: 0.013737], [ Generator :: loss: 3.610408] epoch: 1980, [Discriminator :: d_loss: 0.020824], [ Generator :: loss: 3.850654] epoch: 1981, [Discriminator :: d_loss: 0.020652], [ Generator :: loss: 3.871324] epoch: 1982, [Discriminator :: d_loss: 0.018784], [ Generator :: loss: 3.745311] epoch: 1983, [Discriminator :: d_loss: 0.011718], [ Generator :: loss: 3.750629] epoch: 1984, [Discriminator :: d_loss: 0.014506], [ Generator :: loss: 3.730794] epoch: 1985, [Discriminator :: d_loss: 0.011395], [ Generator :: loss: 3.911393] epoch: 1986, [Discriminator :: d_loss: 0.019409], [ Generator :: loss: 3.689962] epoch: 1987, [Discriminator :: d_loss: 0.017892], [ Generator :: loss: 3.782037] epoch: 1988, [Discriminator :: d_loss: 0.019241], [ Generator :: loss: 3.832469] epoch: 1989, [Discriminator :: d_loss: 0.014259], [ Generator :: loss: 3.773169] epoch: 1990, [Discriminator :: d_loss: 0.021035], [ Generator :: loss: 3.897065] epoch: 1991, [Discriminator :: d_loss: 0.015783], [ Generator :: loss: 3.796178] epoch: 1992, [Discriminator :: d_loss: 0.016484], [ Generator :: loss: 3.749631] epoch: 1993, [Discriminator :: d_loss: 0.019711], [ Generator :: loss: 3.870156] epoch: 1994, [Discriminator :: d_loss: 0.015674], [ Generator :: loss: 3.877253] epoch: 1995, [Discriminator :: d_loss: 0.015659], [ Generator :: loss: 4.115921] epoch: 1996, [Discriminator :: d_loss: 0.018918], [ Generator :: loss: 4.083012] epoch: 1997, [Discriminator :: d_loss: 0.014182], [ Generator :: loss: 3.851909] epoch: 1998, [Discriminator :: d_loss: 0.016481], [ Generator :: loss: 3.901491] epoch: 1999, [Discriminator :: d_loss: 0.012460], [ Generator :: loss: 3.807008] epoch: 2000, [Discriminator :: d_loss: 0.016271], [ Generator :: loss: 3.832436] epoch: 2001, [Discriminator :: d_loss: 0.017074], [ Generator :: loss: 3.781466] epoch: 2002, [Discriminator :: d_loss: 0.018273], [ Generator :: loss: 3.774258] epoch: 2003, [Discriminator :: d_loss: 0.016003], [ Generator :: loss: 3.859591] epoch: 2004, [Discriminator :: d_loss: 0.018101], [ Generator :: loss: 3.923542] epoch: 2005, [Discriminator :: d_loss: 0.013294], [ Generator :: loss: 4.044805] epoch: 2006, [Discriminator :: d_loss: 0.017942], [ Generator :: loss: 3.753752] epoch: 2007, [Discriminator :: d_loss: 0.016886], [ Generator :: loss: 3.867120] epoch: 2008, [Discriminator :: d_loss: 0.015020], [ Generator :: loss: 3.943667] epoch: 2009, [Discriminator :: d_loss: 0.015666], [ Generator :: loss: 4.038571] epoch: 2010, [Discriminator :: d_loss: 0.014614], [ Generator :: loss: 3.791576] epoch: 2011, [Discriminator :: d_loss: 0.014633], [ Generator :: loss: 3.883492] epoch: 2012, [Discriminator :: d_loss: 0.254913], [ Generator :: loss: 2.570082] epoch: 2013, [Discriminator :: d_loss: 0.039895], [ Generator :: loss: 2.248034] epoch: 2014, [Discriminator :: d_loss: 0.083457], [ Generator :: loss: 2.256542] epoch: 2015, [Discriminator :: d_loss: 0.078257], [ Generator :: loss: 2.511884] epoch: 2016, [Discriminator :: d_loss: 0.073062], [ Generator :: loss: 2.743556] epoch: 2017, [Discriminator :: d_loss: 0.039348], [ Generator :: loss: 2.975006] epoch: 2018, [Discriminator :: d_loss: 0.023803], [ Generator :: loss: 3.063424] epoch: 2019, [Discriminator :: d_loss: 0.029370], [ Generator :: loss: 3.392033] epoch: 2020, [Discriminator :: d_loss: 0.025341], [ Generator :: loss: 3.390351] epoch: 2021, [Discriminator :: d_loss: 0.024880], [ Generator :: loss: 3.438222] epoch: 2022, [Discriminator :: d_loss: 0.026345], [ Generator :: loss: 3.363282] epoch: 2023, [Discriminator :: d_loss: 0.019796], [ Generator :: loss: 3.244237] epoch: 2024, [Discriminator :: d_loss: 0.027615], [ Generator :: loss: 3.341051] epoch: 2025, [Discriminator :: d_loss: 0.030851], [ Generator :: loss: 3.467725] epoch: 2026, [Discriminator :: d_loss: 0.026562], [ Generator :: loss: 3.225327] epoch: 2027, [Discriminator :: d_loss: 0.024199], [ Generator :: loss: 3.493610] epoch: 2028, [Discriminator :: d_loss: 0.027381], [ Generator :: loss: 3.299707] epoch: 2029, [Discriminator :: d_loss: 0.027627], [ Generator :: loss: 3.320554] epoch: 2030, [Discriminator :: d_loss: 0.026718], [ Generator :: loss: 3.265571] epoch: 2031, [Discriminator :: d_loss: 0.031170], [ Generator :: loss: 3.203421] epoch: 2032, [Discriminator :: d_loss: 0.030095], [ Generator :: loss: 3.260236] epoch: 2033, [Discriminator :: d_loss: 0.026658], [ Generator :: loss: 3.490772] epoch: 2034, [Discriminator :: d_loss: 0.022276], [ Generator :: loss: 3.481831] epoch: 2035, [Discriminator :: d_loss: 0.025802], [ Generator :: loss: 3.515268] epoch: 2036, [Discriminator :: d_loss: 0.029292], [ Generator :: loss: 3.419500] epoch: 2037, [Discriminator :: d_loss: 0.020377], [ Generator :: loss: 3.316379] epoch: 2038, [Discriminator :: d_loss: 0.022364], [ Generator :: loss: 3.414291] epoch: 2039, [Discriminator :: d_loss: 0.026935], [ Generator :: loss: 3.346188] epoch: 2040, [Discriminator :: d_loss: 0.023701], [ Generator :: loss: 3.400093] epoch: 2041, [Discriminator :: d_loss: 0.023295], [ Generator :: loss: 3.367528] epoch: 2042, [Discriminator :: d_loss: 0.026174], [ Generator :: loss: 3.477219] epoch: 2043, [Discriminator :: d_loss: 0.023372], [ Generator :: loss: 3.392967] epoch: 2044, [Discriminator :: d_loss: 0.028266], [ Generator :: loss: 3.419312] epoch: 2045, [Discriminator :: d_loss: 0.027229], [ Generator :: loss: 3.502454] epoch: 2046, [Discriminator :: d_loss: 0.022052], [ Generator :: loss: 3.575972] epoch: 2047, [Discriminator :: d_loss: 0.021862], [ Generator :: loss: 3.405993] epoch: 2048, [Discriminator :: d_loss: 0.021115], [ Generator :: loss: 3.523191] epoch: 2049, [Discriminator :: d_loss: 0.022098], [ Generator :: loss: 3.405638] epoch: 2050, [Discriminator :: d_loss: 0.020883], [ Generator :: loss: 3.327671] epoch: 2051, [Discriminator :: d_loss: 0.025616], [ Generator :: loss: 3.425538] epoch: 2052, [Discriminator :: d_loss: 0.022234], [ Generator :: loss: 3.435162] epoch: 2053, [Discriminator :: d_loss: 0.023156], [ Generator :: loss: 3.380610] epoch: 2054, [Discriminator :: d_loss: 0.027442], [ Generator :: loss: 3.485961] epoch: 2055, [Discriminator :: d_loss: 0.020782], [ Generator :: loss: 3.408095] epoch: 2056, [Discriminator :: d_loss: 0.021224], [ Generator :: loss: 3.587373] epoch: 2057, [Discriminator :: d_loss: 0.022313], [ Generator :: loss: 3.390435] epoch: 2058, [Discriminator :: d_loss: 0.023201], [ Generator :: loss: 3.416827] epoch: 2059, [Discriminator :: d_loss: 0.025004], [ Generator :: loss: 3.413806] epoch: 2060, [Discriminator :: d_loss: 0.022117], [ Generator :: loss: 3.270838] epoch: 2061, [Discriminator :: d_loss: 0.025396], [ Generator :: loss: 3.303153] epoch: 2062, [Discriminator :: d_loss: 0.026571], [ Generator :: loss: 3.349510] epoch: 2063, [Discriminator :: d_loss: 0.023868], [ Generator :: loss: 3.525201] epoch: 2064, [Discriminator :: d_loss: 0.021812], [ Generator :: loss: 3.435014] epoch: 2065, [Discriminator :: d_loss: 0.020774], [ Generator :: loss: 3.523934] epoch: 2066, [Discriminator :: d_loss: 0.022620], [ Generator :: loss: 3.482361] epoch: 2067, [Discriminator :: d_loss: 0.019781], [ Generator :: loss: 3.547874] epoch: 2068, [Discriminator :: d_loss: 0.021822], [ Generator :: loss: 3.776067] epoch: 2069, [Discriminator :: d_loss: 0.017258], [ Generator :: loss: 3.640244] epoch: 2070, [Discriminator :: d_loss: 0.017337], [ Generator :: loss: 3.678711] epoch: 2071, [Discriminator :: d_loss: 0.017592], [ Generator :: loss: 3.702837] epoch: 2072, [Discriminator :: d_loss: 0.016571], [ Generator :: loss: 3.719532] epoch: 2073, [Discriminator :: d_loss: 0.018128], [ Generator :: loss: 3.668972] epoch: 2074, [Discriminator :: d_loss: 0.017350], [ Generator :: loss: 3.693114] epoch: 2075, [Discriminator :: d_loss: 0.017023], [ Generator :: loss: 3.833007] epoch: 2076, [Discriminator :: d_loss: 0.014781], [ Generator :: loss: 3.763206] epoch: 2077, [Discriminator :: d_loss: 0.015652], [ Generator :: loss: 3.713918] epoch: 2078, [Discriminator :: d_loss: 0.016481], [ Generator :: loss: 3.655866] epoch: 2079, [Discriminator :: d_loss: 0.014313], [ Generator :: loss: 3.634579] epoch: 2080, [Discriminator :: d_loss: 0.014951], [ Generator :: loss: 3.735021] epoch: 2081, [Discriminator :: d_loss: 0.014387], [ Generator :: loss: 3.642442]
epoch: 2082, [Discriminator :: d_loss: 0.014535], [ Generator :: loss: 3.669425] epoch: 2083, [Discriminator :: d_loss: 0.019388], [ Generator :: loss: 3.780233] epoch: 2084, [Discriminator :: d_loss: 0.016543], [ Generator :: loss: 3.674449] epoch: 2085, [Discriminator :: d_loss: 0.016581], [ Generator :: loss: 3.795848] epoch: 2086, [Discriminator :: d_loss: 0.016989], [ Generator :: loss: 3.771233] epoch: 2087, [Discriminator :: d_loss: 0.015593], [ Generator :: loss: 3.697628] epoch: 2088, [Discriminator :: d_loss: 0.013632], [ Generator :: loss: 3.724843] epoch: 2089, [Discriminator :: d_loss: 0.014068], [ Generator :: loss: 3.721689] epoch: 2090, [Discriminator :: d_loss: 0.018795], [ Generator :: loss: 3.712264] epoch: 2091, [Discriminator :: d_loss: 0.015050], [ Generator :: loss: 3.766361] epoch: 2092, [Discriminator :: d_loss: 0.014649], [ Generator :: loss: 3.776700] epoch: 2093, [Discriminator :: d_loss: 0.014135], [ Generator :: loss: 3.911777] epoch: 2094, [Discriminator :: d_loss: 0.012753], [ Generator :: loss: 3.751923] epoch: 2095, [Discriminator :: d_loss: 0.013806], [ Generator :: loss: 3.878421] epoch: 2096, [Discriminator :: d_loss: 0.013888], [ Generator :: loss: 3.803485] epoch: 2097, [Discriminator :: d_loss: 0.013301], [ Generator :: loss: 3.772800] epoch: 2098, [Discriminator :: d_loss: 0.015503], [ Generator :: loss: 3.764729] epoch: 2099, [Discriminator :: d_loss: 0.015269], [ Generator :: loss: 3.766972] epoch: 2100, [Discriminator :: d_loss: 0.014289], [ Generator :: loss: 3.816991] epoch: 2101, [Discriminator :: d_loss: 0.010494], [ Generator :: loss: 3.753731] epoch: 2102, [Discriminator :: d_loss: 0.014955], [ Generator :: loss: 3.709252] epoch: 2103, [Discriminator :: d_loss: 0.015538], [ Generator :: loss: 3.867568] epoch: 2104, [Discriminator :: d_loss: 0.013213], [ Generator :: loss: 3.871395] epoch: 2105, [Discriminator :: d_loss: 0.013962], [ Generator :: loss: 3.876011] epoch: 2106, [Discriminator :: d_loss: 0.012780], [ Generator :: loss: 3.973541] epoch: 2107, [Discriminator :: d_loss: 0.014618], [ Generator :: loss: 3.842794] epoch: 2108, [Discriminator :: d_loss: 0.011255], [ Generator :: loss: 3.901239] epoch: 2109, [Discriminator :: d_loss: 0.011988], [ Generator :: loss: 3.974141] epoch: 2110, [Discriminator :: d_loss: 0.015473], [ Generator :: loss: 4.023107] epoch: 2111, [Discriminator :: d_loss: 0.010947], [ Generator :: loss: 4.053266] epoch: 2112, [Discriminator :: d_loss: 0.011716], [ Generator :: loss: 3.929391] epoch: 2113, [Discriminator :: d_loss: 0.010335], [ Generator :: loss: 3.951190] epoch: 2114, [Discriminator :: d_loss: 0.014960], [ Generator :: loss: 3.998608] epoch: 2115, [Discriminator :: d_loss: 0.009144], [ Generator :: loss: 3.971813] epoch: 2116, [Discriminator :: d_loss: 0.012399], [ Generator :: loss: 4.086680] epoch: 2117, [Discriminator :: d_loss: 0.011646], [ Generator :: loss: 4.093799] epoch: 2118, [Discriminator :: d_loss: 0.009755], [ Generator :: loss: 4.027414] epoch: 2119, [Discriminator :: d_loss: 0.011346], [ Generator :: loss: 4.117455] epoch: 2120, [Discriminator :: d_loss: 0.014680], [ Generator :: loss: 4.045271] epoch: 2121, [Discriminator :: d_loss: 0.010819], [ Generator :: loss: 4.092005] epoch: 2122, [Discriminator :: d_loss: 0.010570], [ Generator :: loss: 4.097833] epoch: 2123, [Discriminator :: d_loss: 0.011334], [ Generator :: loss: 4.040221] epoch: 2124, [Discriminator :: d_loss: 0.010555], [ Generator :: loss: 4.061791] epoch: 2125, [Discriminator :: d_loss: 0.011245], [ Generator :: loss: 3.999660] epoch: 2126, [Discriminator :: d_loss: 0.008847], [ Generator :: loss: 4.034798] epoch: 2127, [Discriminator :: d_loss: 0.009826], [ Generator :: loss: 3.966409] epoch: 2128, [Discriminator :: d_loss: 0.010048], [ Generator :: loss: 4.017690] epoch: 2129, [Discriminator :: d_loss: 0.011517], [ Generator :: loss: 4.075122] epoch: 2130, [Discriminator :: d_loss: 0.010947], [ Generator :: loss: 4.039938] epoch: 2131, [Discriminator :: d_loss: 0.011458], [ Generator :: loss: 4.126755] epoch: 2132, [Discriminator :: d_loss: 0.011623], [ Generator :: loss: 4.137590] epoch: 2133, [Discriminator :: d_loss: 0.009511], [ Generator :: loss: 4.212732] epoch: 2134, [Discriminator :: d_loss: 0.010210], [ Generator :: loss: 4.193384] epoch: 2135, [Discriminator :: d_loss: 0.010868], [ Generator :: loss: 4.197690] epoch: 2136, [Discriminator :: d_loss: 0.009329], [ Generator :: loss: 4.183659] epoch: 2137, [Discriminator :: d_loss: 0.009673], [ Generator :: loss: 4.255242] epoch: 2138, [Discriminator :: d_loss: 0.008370], [ Generator :: loss: 4.330027] epoch: 2139, [Discriminator :: d_loss: 0.009213], [ Generator :: loss: 4.165820] epoch: 2140, [Discriminator :: d_loss: 0.241915], [ Generator :: loss: 3.155200] epoch: 2141, [Discriminator :: d_loss: 0.024842], [ Generator :: loss: 2.713904] epoch: 2142, [Discriminator :: d_loss: 0.040776], [ Generator :: loss: 2.626743] epoch: 2143, [Discriminator :: d_loss: 0.040393], [ Generator :: loss: 2.692210] epoch: 2144, [Discriminator :: d_loss: 0.042572], [ Generator :: loss: 2.922271] epoch: 2145, [Discriminator :: d_loss: 0.037375], [ Generator :: loss: 3.097486] epoch: 2146, [Discriminator :: d_loss: 0.030330], [ Generator :: loss: 3.256169] epoch: 2147, [Discriminator :: d_loss: 0.020599], [ Generator :: loss: 3.618731] epoch: 2148, [Discriminator :: d_loss: 0.024349], [ Generator :: loss: 3.534902] epoch: 2149, [Discriminator :: d_loss: 0.017503], [ Generator :: loss: 3.634205] epoch: 2150, [Discriminator :: d_loss: 0.020671], [ Generator :: loss: 3.508712] epoch: 2151, [Discriminator :: d_loss: 0.017163], [ Generator :: loss: 3.561416] epoch: 2152, [Discriminator :: d_loss: 0.018591], [ Generator :: loss: 3.518309] epoch: 2153, [Discriminator :: d_loss: 0.016368], [ Generator :: loss: 3.577005] epoch: 2154, [Discriminator :: d_loss: 0.021110], [ Generator :: loss: 3.571349] epoch: 2155, [Discriminator :: d_loss: 0.017645], [ Generator :: loss: 3.568088] epoch: 2156, [Discriminator :: d_loss: 0.021409], [ Generator :: loss: 3.581381] epoch: 2157, [Discriminator :: d_loss: 0.022204], [ Generator :: loss: 3.534609] epoch: 2158, [Discriminator :: d_loss: 0.018793], [ Generator :: loss: 3.628822] epoch: 2159, [Discriminator :: d_loss: 0.019710], [ Generator :: loss: 3.571733] epoch: 2160, [Discriminator :: d_loss: 0.018898], [ Generator :: loss: 3.579337] epoch: 2161, [Discriminator :: d_loss: 0.018455], [ Generator :: loss: 3.538815] epoch: 2162, [Discriminator :: d_loss: 0.018989], [ Generator :: loss: 3.465550] epoch: 2163, [Discriminator :: d_loss: 0.020225], [ Generator :: loss: 3.461930] epoch: 2164, [Discriminator :: d_loss: 0.020294], [ Generator :: loss: 3.527460] epoch: 2165, [Discriminator :: d_loss: 0.020980], [ Generator :: loss: 3.516256] epoch: 2166, [Discriminator :: d_loss: 0.025427], [ Generator :: loss: 3.532052] epoch: 2167, [Discriminator :: d_loss: 0.019168], [ Generator :: loss: 3.490919] epoch: 2168, [Discriminator :: d_loss: 0.025068], [ Generator :: loss: 3.551723] epoch: 2169, [Discriminator :: d_loss: 0.022522], [ Generator :: loss: 3.576197] epoch: 2170, [Discriminator :: d_loss: 0.021573], [ Generator :: loss: 3.407964] epoch: 2171, [Discriminator :: d_loss: 0.021774], [ Generator :: loss: 3.499247] epoch: 2172, [Discriminator :: d_loss: 0.021760], [ Generator :: loss: 3.513998] epoch: 2173, [Discriminator :: d_loss: 0.022191], [ Generator :: loss: 3.517481] epoch: 2174, [Discriminator :: d_loss: 0.019741], [ Generator :: loss: 3.590217] epoch: 2175, [Discriminator :: d_loss: 0.018234], [ Generator :: loss: 3.560762] epoch: 2176, [Discriminator :: d_loss: 0.017835], [ Generator :: loss: 3.606109] epoch: 2177, [Discriminator :: d_loss: 0.016069], [ Generator :: loss: 3.799282] epoch: 2178, [Discriminator :: d_loss: 0.018495], [ Generator :: loss: 3.686244] epoch: 2179, [Discriminator :: d_loss: 0.020394], [ Generator :: loss: 3.605380] epoch: 2180, [Discriminator :: d_loss: 0.017534], [ Generator :: loss: 3.720952] epoch: 2181, [Discriminator :: d_loss: 0.017729], [ Generator :: loss: 3.739111] epoch: 2182, [Discriminator :: d_loss: 0.014597], [ Generator :: loss: 3.713400]
epoch: 2183, [Discriminator :: d_loss: 0.016073], [ Generator :: loss: 3.728101] epoch: 2184, [Discriminator :: d_loss: 0.016884], [ Generator :: loss: 3.696161] epoch: 2185, [Discriminator :: d_loss: 0.016101], [ Generator :: loss: 3.683436] epoch: 2186, [Discriminator :: d_loss: 0.015678], [ Generator :: loss: 3.776124] epoch: 2187, [Discriminator :: d_loss: 0.017197], [ Generator :: loss: 3.734776] epoch: 2188, [Discriminator :: d_loss: 0.016026], [ Generator :: loss: 3.645430] epoch: 2189, [Discriminator :: d_loss: 0.017188], [ Generator :: loss: 3.663641] epoch: 2190, [Discriminator :: d_loss: 0.016629], [ Generator :: loss: 3.692762] epoch: 2191, [Discriminator :: d_loss: 0.016695], [ Generator :: loss: 3.759728] epoch: 2192, [Discriminator :: d_loss: 0.016433], [ Generator :: loss: 3.777271] epoch: 2193, [Discriminator :: d_loss: 0.016005], [ Generator :: loss: 3.765303] epoch: 2194, [Discriminator :: d_loss: 0.015978], [ Generator :: loss: 3.759085] epoch: 2195, [Discriminator :: d_loss: 0.014614], [ Generator :: loss: 3.839271] epoch: 2196, [Discriminator :: d_loss: 0.013536], [ Generator :: loss: 3.778956] epoch: 2197, [Discriminator :: d_loss: 0.013543], [ Generator :: loss: 3.807511] epoch: 2198, [Discriminator :: d_loss: 0.014700], [ Generator :: loss: 3.801812] epoch: 2199, [Discriminator :: d_loss: 0.015009], [ Generator :: loss: 3.770015] epoch: 2200, [Discriminator :: d_loss: 0.013317], [ Generator :: loss: 3.736830] epoch: 2201, [Discriminator :: d_loss: 0.014098], [ Generator :: loss: 3.844938] epoch: 2202, [Discriminator :: d_loss: 0.014044], [ Generator :: loss: 3.857995] epoch: 2203, [Discriminator :: d_loss: 0.013913], [ Generator :: loss: 3.968596] epoch: 2204, [Discriminator :: d_loss: 0.011652], [ Generator :: loss: 3.916313] epoch: 2205, [Discriminator :: d_loss: 0.013490], [ Generator :: loss: 3.996538] epoch: 2206, [Discriminator :: d_loss: 0.013802], [ Generator :: loss: 4.072926] epoch: 2207, [Discriminator :: d_loss: 0.012176], [ Generator :: loss: 3.981566] epoch: 2208, [Discriminator :: d_loss: 0.012170], [ Generator :: loss: 4.028579] epoch: 2209, [Discriminator :: d_loss: 0.010586], [ Generator :: loss: 4.126670] epoch: 2210, [Discriminator :: d_loss: 0.011615], [ Generator :: loss: 4.058862] epoch: 2211, [Discriminator :: d_loss: 0.010754], [ Generator :: loss: 4.039721] epoch: 2212, [Discriminator :: d_loss: 0.010138], [ Generator :: loss: 4.159416] epoch: 2213, [Discriminator :: d_loss: 0.010573], [ Generator :: loss: 4.147246] epoch: 2214, [Discriminator :: d_loss: 0.011360], [ Generator :: loss: 4.009457] epoch: 2215, [Discriminator :: d_loss: 0.011499], [ Generator :: loss: 4.014516] epoch: 2216, [Discriminator :: d_loss: 0.009976], [ Generator :: loss: 4.143988] epoch: 2217, [Discriminator :: d_loss: 0.010333], [ Generator :: loss: 4.037165] epoch: 2218, [Discriminator :: d_loss: 0.010867], [ Generator :: loss: 4.065210] epoch: 2219, [Discriminator :: d_loss: 0.010743], [ Generator :: loss: 4.092372] epoch: 2220, [Discriminator :: d_loss: 0.011414], [ Generator :: loss: 4.069054] epoch: 2221, [Discriminator :: d_loss: 0.010804], [ Generator :: loss: 4.002407] epoch: 2222, [Discriminator :: d_loss: 0.011773], [ Generator :: loss: 4.037292] epoch: 2223, [Discriminator :: d_loss: 0.011778], [ Generator :: loss: 4.187459] epoch: 2224, [Discriminator :: d_loss: 0.010290], [ Generator :: loss: 4.117055] epoch: 2225, [Discriminator :: d_loss: 0.010007], [ Generator :: loss: 4.161254] epoch: 2226, [Discriminator :: d_loss: 0.010131], [ Generator :: loss: 4.099930] epoch: 2227, [Discriminator :: d_loss: 0.010642], [ Generator :: loss: 4.144651] epoch: 2228, [Discriminator :: d_loss: 0.008754], [ Generator :: loss: 4.158634] epoch: 2229, [Discriminator :: d_loss: 0.010883], [ Generator :: loss: 3.987839] epoch: 2230, [Discriminator :: d_loss: 0.009132], [ Generator :: loss: 4.102096] epoch: 2231, [Discriminator :: d_loss: 0.008952], [ Generator :: loss: 4.075455] epoch: 2232, [Discriminator :: d_loss: 0.009957], [ Generator :: loss: 4.270430] epoch: 2233, [Discriminator :: d_loss: 0.008742], [ Generator :: loss: 4.245443] epoch: 2234, [Discriminator :: d_loss: 0.007745], [ Generator :: loss: 4.136640] epoch: 2235, [Discriminator :: d_loss: 0.009716], [ Generator :: loss: 4.357812] epoch: 2236, [Discriminator :: d_loss: 0.009876], [ Generator :: loss: 4.273428] epoch: 2237, [Discriminator :: d_loss: 0.012297], [ Generator :: loss: 4.399852] epoch: 2238, [Discriminator :: d_loss: 0.007658], [ Generator :: loss: 4.293979] epoch: 2239, [Discriminator :: d_loss: 0.009998], [ Generator :: loss: 4.287888] epoch: 2240, [Discriminator :: d_loss: 0.007788], [ Generator :: loss: 4.332821] epoch: 2241, [Discriminator :: d_loss: 0.008200], [ Generator :: loss: 4.425117] epoch: 2242, [Discriminator :: d_loss: 0.008421], [ Generator :: loss: 4.212618] epoch: 2243, [Discriminator :: d_loss: 0.008370], [ Generator :: loss: 4.296554] epoch: 2244, [Discriminator :: d_loss: 0.008550], [ Generator :: loss: 4.237447] epoch: 2245, [Discriminator :: d_loss: 0.008541], [ Generator :: loss: 4.283744] epoch: 2246, [Discriminator :: d_loss: 0.009340], [ Generator :: loss: 4.248596] epoch: 2247, [Discriminator :: d_loss: 0.007965], [ Generator :: loss: 4.366622] epoch: 2248, [Discriminator :: d_loss: 0.008272], [ Generator :: loss: 4.255498] epoch: 2249, [Discriminator :: d_loss: 0.008948], [ Generator :: loss: 4.222774] epoch: 2250, [Discriminator :: d_loss: 0.009087], [ Generator :: loss: 4.295937] epoch: 2251, [Discriminator :: d_loss: 0.008888], [ Generator :: loss: 4.276729] epoch: 2252, [Discriminator :: d_loss: 0.007939], [ Generator :: loss: 4.310128] epoch: 2253, [Discriminator :: d_loss: 0.009268], [ Generator :: loss: 4.357100] epoch: 2254, [Discriminator :: d_loss: 0.006794], [ Generator :: loss: 4.334597] epoch: 2255, [Discriminator :: d_loss: 0.007155], [ Generator :: loss: 4.419342] epoch: 2256, [Discriminator :: d_loss: 0.008733], [ Generator :: loss: 4.246171] epoch: 2257, [Discriminator :: d_loss: 0.009203], [ Generator :: loss: 4.378592] epoch: 2258, [Discriminator :: d_loss: 0.305129], [ Generator :: loss: 3.314059] epoch: 2259, [Discriminator :: d_loss: 0.024629], [ Generator :: loss: 2.885424] epoch: 2260, [Discriminator :: d_loss: 0.035243], [ Generator :: loss: 2.819539] epoch: 2261, [Discriminator :: d_loss: 0.039375], [ Generator :: loss: 2.929737] epoch: 2262, [Discriminator :: d_loss: 0.032882], [ Generator :: loss: 3.223235] epoch: 2263, [Discriminator :: d_loss: 0.030282], [ Generator :: loss: 3.356469] epoch: 2264, [Discriminator :: d_loss: 0.022626], [ Generator :: loss: 3.414952] epoch: 2265, [Discriminator :: d_loss: 0.024513], [ Generator :: loss: 3.579435] epoch: 2266, [Discriminator :: d_loss: 0.017716], [ Generator :: loss: 3.671627] epoch: 2267, [Discriminator :: d_loss: 0.018586], [ Generator :: loss: 3.788270] epoch: 2268, [Discriminator :: d_loss: 0.017251], [ Generator :: loss: 3.614226] epoch: 2269, [Discriminator :: d_loss: 0.015539], [ Generator :: loss: 3.730205] epoch: 2270, [Discriminator :: d_loss: 0.018857], [ Generator :: loss: 3.764889] epoch: 2271, [Discriminator :: d_loss: 0.016765], [ Generator :: loss: 3.705270] epoch: 2272, [Discriminator :: d_loss: 0.017781], [ Generator :: loss: 3.586996] epoch: 2273, [Discriminator :: d_loss: 0.016158], [ Generator :: loss: 3.756755] epoch: 2274, [Discriminator :: d_loss: 0.019436], [ Generator :: loss: 3.608484] epoch: 2275, [Discriminator :: d_loss: 0.020166], [ Generator :: loss: 3.605100] epoch: 2276, [Discriminator :: d_loss: 0.018455], [ Generator :: loss: 3.603017] epoch: 2277, [Discriminator :: d_loss: 0.023511], [ Generator :: loss: 3.558867] epoch: 2278, [Discriminator :: d_loss: 0.016167], [ Generator :: loss: 3.519990] epoch: 2279, [Discriminator :: d_loss: 0.017710], [ Generator :: loss: 3.720924] epoch: 2280, [Discriminator :: d_loss: 0.018359], [ Generator :: loss: 3.756244] epoch: 2281, [Discriminator :: d_loss: 0.019504], [ Generator :: loss: 3.692914] epoch: 2282, [Discriminator :: d_loss: 0.015240], [ Generator :: loss: 3.694736] epoch: 2283, [Discriminator :: d_loss: 0.018382], [ Generator :: loss: 3.633558] epoch: 2284, [Discriminator :: d_loss: 0.018406], [ Generator :: loss: 3.585867] epoch: 2285, [Discriminator :: d_loss: 0.019691], [ Generator :: loss: 3.697430] epoch: 2286, [Discriminator :: d_loss: 0.018852], [ Generator :: loss: 3.707261] epoch: 2287, [Discriminator :: d_loss: 0.017750], [ Generator :: loss: 3.645556] epoch: 2288, [Discriminator :: d_loss: 0.016575], [ Generator :: loss: 3.848295] epoch: 2289, [Discriminator :: d_loss: 0.016045], [ Generator :: loss: 3.674647]
epoch: 2290, [Discriminator :: d_loss: 0.021180], [ Generator :: loss: 3.667707] epoch: 2291, [Discriminator :: d_loss: 0.016075], [ Generator :: loss: 3.722564] epoch: 2292, [Discriminator :: d_loss: 0.019813], [ Generator :: loss: 3.660607] epoch: 2293, [Discriminator :: d_loss: 0.016771], [ Generator :: loss: 3.867528] epoch: 2294, [Discriminator :: d_loss: 0.015436], [ Generator :: loss: 3.637907] epoch: 2295, [Discriminator :: d_loss: 0.016522], [ Generator :: loss: 3.841947] epoch: 2296, [Discriminator :: d_loss: 0.018193], [ Generator :: loss: 3.746012] epoch: 2297, [Discriminator :: d_loss: 0.017200], [ Generator :: loss: 3.783670] epoch: 2298, [Discriminator :: d_loss: 0.017882], [ Generator :: loss: 3.732847] epoch: 2299, [Discriminator :: d_loss: 0.017990], [ Generator :: loss: 3.811327] epoch: 2300, [Discriminator :: d_loss: 0.015762], [ Generator :: loss: 3.700036] epoch: 2301, [Discriminator :: d_loss: 0.016404], [ Generator :: loss: 3.711235] epoch: 2302, [Discriminator :: d_loss: 0.016110], [ Generator :: loss: 3.623261] epoch: 2303, [Discriminator :: d_loss: 0.015553], [ Generator :: loss: 3.653284] epoch: 2304, [Discriminator :: d_loss: 0.018888], [ Generator :: loss: 3.577062] epoch: 2305, [Discriminator :: d_loss: 0.020438], [ Generator :: loss: 3.609489] epoch: 2306, [Discriminator :: d_loss: 0.015108], [ Generator :: loss: 3.797704] epoch: 2307, [Discriminator :: d_loss: 0.021448], [ Generator :: loss: 3.683321] epoch: 2308, [Discriminator :: d_loss: 0.015911], [ Generator :: loss: 3.751025] epoch: 2309, [Discriminator :: d_loss: 0.018572], [ Generator :: loss: 3.569445] epoch: 2310, [Discriminator :: d_loss: 0.018770], [ Generator :: loss: 3.670567] epoch: 2311, [Discriminator :: d_loss: 0.021392], [ Generator :: loss: 3.670086] epoch: 2312, [Discriminator :: d_loss: 0.016610], [ Generator :: loss: 3.724469] epoch: 2313, [Discriminator :: d_loss: 0.013949], [ Generator :: loss: 3.634634] epoch: 2314, [Discriminator :: d_loss: 0.018178], [ 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epoch: 2327, [Discriminator :: d_loss: 0.014028], [ Generator :: loss: 3.906607] epoch: 2328, [Discriminator :: d_loss: 0.015239], [ Generator :: loss: 3.805205] epoch: 2329, [Discriminator :: d_loss: 0.016779], [ Generator :: loss: 3.802358] epoch: 2330, [Discriminator :: d_loss: 0.011452], [ Generator :: loss: 3.896017] epoch: 2331, [Discriminator :: d_loss: 0.014730], [ Generator :: loss: 3.916317] epoch: 2332, [Discriminator :: d_loss: 0.017584], [ Generator :: loss: 3.927122] epoch: 2333, [Discriminator :: d_loss: 0.012768], [ Generator :: loss: 3.907311] epoch: 2334, [Discriminator :: d_loss: 0.014099], [ Generator :: loss: 3.879558] epoch: 2335, [Discriminator :: d_loss: 0.011916], [ Generator :: loss: 3.902936] epoch: 2336, [Discriminator :: d_loss: 0.011750], [ Generator :: loss: 3.916646] epoch: 2337, [Discriminator :: d_loss: 0.013213], [ Generator :: loss: 3.837222] epoch: 2338, [Discriminator :: d_loss: 0.014362], [ Generator :: loss: 3.847367] epoch: 2339, [Discriminator :: d_loss: 0.014313], [ Generator :: loss: 3.758703] epoch: 2340, [Discriminator :: d_loss: 0.015402], [ Generator :: loss: 3.927637] epoch: 2341, [Discriminator :: d_loss: 0.013689], [ Generator :: loss: 3.941410] epoch: 2342, [Discriminator :: d_loss: 0.013554], [ Generator :: loss: 3.941747] epoch: 2343, [Discriminator :: d_loss: 0.011656], [ Generator :: loss: 3.952383] epoch: 2344, [Discriminator :: d_loss: 0.012918], [ Generator :: loss: 4.004375] epoch: 2345, [Discriminator :: d_loss: 0.011649], [ Generator :: loss: 4.083911] epoch: 2346, [Discriminator :: d_loss: 0.011975], [ Generator :: loss: 4.339280] epoch: 2347, [Discriminator :: d_loss: 0.009058], [ Generator :: loss: 4.113488] epoch: 2348, [Discriminator :: d_loss: 0.012259], [ Generator :: loss: 4.061539] epoch: 2349, [Discriminator :: d_loss: 0.011626], [ Generator :: loss: 4.118492] epoch: 2350, [Discriminator :: d_loss: 0.011032], [ Generator :: loss: 3.966986] epoch: 2351, [Discriminator :: d_loss: 0.012612], [ Generator :: loss: 4.002273] epoch: 2352, [Discriminator :: d_loss: 0.011965], [ Generator :: loss: 4.160249] epoch: 2353, [Discriminator :: d_loss: 0.011636], [ Generator :: loss: 4.015804] epoch: 2354, [Discriminator :: d_loss: 0.011500], [ Generator :: loss: 4.073614] epoch: 2355, [Discriminator :: d_loss: 0.011018], [ Generator :: loss: 4.091231] epoch: 2356, [Discriminator :: d_loss: 0.009893], [ Generator :: loss: 4.083742] epoch: 2357, [Discriminator :: d_loss: 0.010056], [ Generator :: loss: 4.168579] epoch: 2358, [Discriminator :: d_loss: 0.009187], [ Generator :: loss: 4.100184] epoch: 2359, [Discriminator :: d_loss: 0.011296], [ Generator :: loss: 4.227228] epoch: 2360, [Discriminator :: d_loss: 0.008492], [ Generator :: loss: 4.202624] epoch: 2361, [Discriminator :: d_loss: 0.010699], [ Generator :: loss: 4.103155] epoch: 2362, [Discriminator :: d_loss: 0.008537], [ Generator :: loss: 4.155642] epoch: 2363, [Discriminator :: d_loss: 0.011282], [ Generator :: loss: 4.211004] epoch: 2364, [Discriminator :: d_loss: 0.735723], [ Generator :: loss: 2.528561] epoch: 2365, [Discriminator :: d_loss: 0.052145], [ Generator :: loss: 2.042788] epoch: 2366, [Discriminator :: d_loss: 0.101275], [ Generator :: loss: 2.193953] epoch: 2367, [Discriminator :: d_loss: 0.077281], [ Generator :: loss: 2.567731] epoch: 2368, [Discriminator :: d_loss: 0.105517], [ Generator :: loss: 3.130925] epoch: 2369, [Discriminator :: d_loss: 0.041955], [ Generator :: loss: 3.395226] epoch: 2370, [Discriminator :: d_loss: 0.034102], [ Generator :: loss: 3.466004] epoch: 2371, [Discriminator :: d_loss: 0.033298], [ Generator :: loss: 3.428165] epoch: 2372, [Discriminator :: d_loss: 0.036282], [ Generator :: loss: 3.359757] epoch: 2373, [Discriminator :: d_loss: 0.044826], [ Generator :: loss: 3.117120] epoch: 2374, [Discriminator :: d_loss: 0.053665], [ Generator :: loss: 3.250338] epoch: 2375, [Discriminator :: d_loss: 0.038357], [ Generator :: loss: 3.263056] epoch: 2376, [Discriminator :: d_loss: 0.043322], [ Generator :: loss: 3.172168] epoch: 2377, [Discriminator :: d_loss: 0.038480], [ Generator :: loss: 3.245566] epoch: 2378, [Discriminator :: d_loss: 0.048205], [ Generator :: loss: 2.987047] epoch: 2379, [Discriminator :: d_loss: 0.045917], [ Generator :: loss: 3.272527] epoch: 2380, [Discriminator :: d_loss: 0.047966], [ Generator :: loss: 3.403825] epoch: 2381, [Discriminator :: d_loss: 0.048453], [ Generator :: loss: 3.268244] epoch: 2382, [Discriminator :: d_loss: 0.042339], [ Generator :: loss: 3.295039] epoch: 2383, [Discriminator :: d_loss: 0.040648], [ Generator :: loss: 3.008459] epoch: 2384, [Discriminator :: d_loss: 0.043734], [ Generator :: loss: 3.201924] epoch: 2385, [Discriminator :: d_loss: 0.042388], [ Generator :: loss: 3.196160] epoch: 2386, [Discriminator :: d_loss: 0.055256], [ Generator :: loss: 3.048430] epoch: 2387, [Discriminator :: d_loss: 0.043166], [ Generator :: loss: 3.123736] epoch: 2388, [Discriminator :: d_loss: 0.036391], [ 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epoch: 2397, [Discriminator :: d_loss: 0.027724], [ Generator :: loss: 3.581704] epoch: 2398, [Discriminator :: d_loss: 0.025141], [ Generator :: loss: 3.593822] epoch: 2399, [Discriminator :: d_loss: 0.034758], [ Generator :: loss: 3.517417] epoch: 2400, [Discriminator :: d_loss: 0.028536], [ Generator :: loss: 3.429967] epoch: 2401, [Discriminator :: d_loss: 0.029585], [ Generator :: loss: 3.582475] epoch: 2402, [Discriminator :: d_loss: 0.030292], [ Generator :: loss: 3.546505] epoch: 2403, [Discriminator :: d_loss: 0.034591], [ Generator :: loss: 3.648250] epoch: 2404, [Discriminator :: d_loss: 0.023111], [ Generator :: loss: 3.551663] epoch: 2405, [Discriminator :: d_loss: 0.026132], [ Generator :: loss: 3.653702] epoch: 2406, [Discriminator :: d_loss: 0.025101], [ Generator :: loss: 3.465412] epoch: 2407, [Discriminator :: d_loss: 0.029022], [ Generator :: loss: 3.632632] epoch: 2408, [Discriminator :: d_loss: 0.024512], [ Generator :: loss: 3.544088] epoch: 2409, [Discriminator :: d_loss: 0.026671], [ Generator :: loss: 3.508162] epoch: 2410, [Discriminator :: d_loss: 0.023953], [ Generator :: loss: 3.695499] epoch: 2411, [Discriminator :: d_loss: 0.021358], [ Generator :: loss: 3.567393] epoch: 2412, [Discriminator :: d_loss: 0.022410], [ Generator :: loss: 3.526071] epoch: 2413, [Discriminator :: d_loss: 0.022967], [ Generator :: loss: 3.509497] epoch: 2414, [Discriminator :: d_loss: 0.024694], [ Generator :: loss: 3.502367] epoch: 2415, [Discriminator :: d_loss: 0.025183], [ Generator :: loss: 3.536450] epoch: 2416, [Discriminator :: d_loss: 0.022218], [ Generator :: loss: 3.555850] epoch: 2417, [Discriminator :: d_loss: 0.022324], [ Generator :: loss: 3.665465] epoch: 2418, [Discriminator :: d_loss: 0.026952], [ Generator :: loss: 3.604845] epoch: 2419, [Discriminator :: d_loss: 0.025717], [ Generator :: loss: 3.607739] epoch: 2420, [Discriminator :: d_loss: 0.020294], [ Generator :: loss: 3.590448] epoch: 2421, [Discriminator :: d_loss: 0.022404], [ 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epoch: 2434, [Discriminator :: d_loss: 0.017102], [ Generator :: loss: 3.755969] epoch: 2435, [Discriminator :: d_loss: 0.019120], [ Generator :: loss: 3.752381] epoch: 2436, [Discriminator :: d_loss: 0.016331], [ Generator :: loss: 3.665424] epoch: 2437, [Discriminator :: d_loss: 0.018236], [ Generator :: loss: 3.828520] epoch: 2438, [Discriminator :: d_loss: 0.018676], [ Generator :: loss: 3.744315] epoch: 2439, [Discriminator :: d_loss: 0.017701], [ Generator :: loss: 3.881721] epoch: 2440, [Discriminator :: d_loss: 0.014895], [ Generator :: loss: 3.824827] epoch: 2441, [Discriminator :: d_loss: 0.953687], [ Generator :: loss: 2.360320] epoch: 2442, [Discriminator :: d_loss: 0.079361], [ Generator :: loss: 2.228767] epoch: 2443, [Discriminator :: d_loss: 0.095499], [ Generator :: loss: 2.651834] epoch: 2444, [Discriminator :: d_loss: 0.048199], [ Generator :: loss: 3.094450] epoch: 2445, [Discriminator :: d_loss: 0.059816], [ Generator :: loss: 3.158481] epoch: 2446, [Discriminator :: d_loss: 0.031526], [ Generator :: loss: 3.669027] epoch: 2447, [Discriminator :: d_loss: 0.026386], [ Generator :: loss: 3.707835] epoch: 2448, [Discriminator :: d_loss: 0.023296], [ Generator :: loss: 3.484718] epoch: 2449, [Discriminator :: d_loss: 0.029463], [ Generator :: loss: 3.488606] epoch: 2450, [Discriminator :: d_loss: 0.035365], [ Generator :: loss: 3.392123] epoch: 2451, [Discriminator :: d_loss: 0.030750], [ Generator :: loss: 3.056688] epoch: 2452, [Discriminator :: d_loss: 0.047528], [ Generator :: loss: 3.112012] epoch: 2453, [Discriminator :: d_loss: 0.035428], [ Generator :: loss: 3.262347] epoch: 2454, [Discriminator :: d_loss: 0.040903], [ Generator :: loss: 3.524252] epoch: 2455, [Discriminator :: d_loss: 0.033992], [ Generator :: loss: 3.299106] epoch: 2456, [Discriminator :: d_loss: 0.044355], [ Generator :: loss: 3.403261] epoch: 2457, [Discriminator :: d_loss: 0.029811], [ Generator :: loss: 3.455040] epoch: 2458, [Discriminator :: d_loss: 0.025516], [ Generator :: loss: 3.565498] epoch: 2459, [Discriminator :: d_loss: 0.024763], [ Generator :: loss: 3.489634] epoch: 2460, [Discriminator :: d_loss: 0.029624], [ Generator :: loss: 3.542041] epoch: 2461, [Discriminator :: d_loss: 0.027558], [ Generator :: loss: 3.237457] epoch: 2462, [Discriminator :: d_loss: 0.027779], [ Generator :: loss: 3.410563] epoch: 2463, [Discriminator :: d_loss: 0.033287], [ Generator :: loss: 3.467328] epoch: 2464, [Discriminator :: d_loss: 0.032593], [ Generator :: loss: 3.721601] epoch: 2465, [Discriminator :: d_loss: 0.028289], [ Generator :: loss: 3.733526] epoch: 2466, [Discriminator :: d_loss: 0.022191], [ Generator :: loss: 3.678872] epoch: 2467, [Discriminator :: d_loss: 0.025200], [ Generator :: loss: 3.593297] epoch: 2468, [Discriminator :: d_loss: 0.027671], [ Generator :: loss: 3.489392] epoch: 2469, [Discriminator :: d_loss: 0.026939], [ Generator :: loss: 3.499126] epoch: 2470, [Discriminator :: d_loss: 0.027917], [ Generator :: loss: 3.467563] epoch: 2471, [Discriminator :: d_loss: 0.027895], [ Generator :: loss: 3.543593] epoch: 2472, [Discriminator :: d_loss: 0.025896], [ Generator :: loss: 3.708855] epoch: 2473, [Discriminator :: d_loss: 0.027305], [ Generator :: loss: 3.674207] epoch: 2474, [Discriminator :: d_loss: 0.023933], [ Generator :: loss: 3.670508] epoch: 2475, [Discriminator :: d_loss: 0.025251], [ Generator :: loss: 3.737665] epoch: 2476, [Discriminator :: d_loss: 0.021880], [ Generator :: loss: 3.788349] epoch: 2477, [Discriminator :: d_loss: 0.024121], [ Generator :: loss: 3.698164] epoch: 2478, [Discriminator :: d_loss: 0.022109], [ Generator :: loss: 3.723792] epoch: 2479, [Discriminator :: d_loss: 0.024032], [ Generator :: loss: 3.783484] epoch: 2480, [Discriminator :: d_loss: 0.018510], [ Generator :: loss: 3.862976] epoch: 2481, [Discriminator :: d_loss: 0.021570], [ Generator :: loss: 3.782498] epoch: 2482, [Discriminator :: d_loss: 0.017415], [ Generator :: loss: 3.735998] epoch: 2483, [Discriminator :: d_loss: 0.021613], [ Generator :: loss: 3.780968] epoch: 2484, [Discriminator :: d_loss: 0.017216], [ Generator :: loss: 3.747262] epoch: 2485, [Discriminator :: d_loss: 0.019106], [ Generator :: loss: 3.748504] epoch: 2486, [Discriminator :: d_loss: 0.016036], [ Generator :: loss: 3.931271] epoch: 2487, [Discriminator :: d_loss: 0.013022], [ Generator :: loss: 3.756508] epoch: 2488, [Discriminator :: d_loss: 0.011719], [ Generator :: loss: 4.089243] epoch: 2489, [Discriminator :: d_loss: 0.024984], [ Generator :: loss: 3.857689] epoch: 2490, [Discriminator :: d_loss: 0.018764], [ Generator :: loss: 3.937373] epoch: 2491, [Discriminator :: d_loss: 0.014736], [ Generator :: loss: 3.917415] epoch: 2492, [Discriminator :: d_loss: 0.015190], [ Generator :: loss: 4.032515] epoch: 2493, [Discriminator :: d_loss: 0.016377], [ Generator :: loss: 3.802000] epoch: 2494, [Discriminator :: d_loss: 0.015244], [ Generator :: loss: 3.930721] epoch: 2495, [Discriminator :: d_loss: 0.016554], [ 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epoch: 2498, [Discriminator :: d_loss: 0.014041], [ Generator :: loss: 4.023202] epoch: 2499, [Discriminator :: d_loss: 0.013148], [ Generator :: loss: 3.886943] epoch: 2500, [Discriminator :: d_loss: 0.017582], [ Generator :: loss: 3.952429] epoch: 2501, [Discriminator :: d_loss: 0.013315], [ Generator :: loss: 4.078893] epoch: 2502, [Discriminator :: d_loss: 0.015459], [ Generator :: loss: 3.931477] epoch: 2503, [Discriminator :: d_loss: 0.012867], [ Generator :: loss: 4.071776] epoch: 2504, [Discriminator :: d_loss: 0.013447], [ Generator :: loss: 4.158950] epoch: 2505, [Discriminator :: d_loss: 0.012210], [ Generator :: loss: 4.044997] epoch: 2506, [Discriminator :: d_loss: 0.012021], [ Generator :: loss: 4.018466] epoch: 2507, [Discriminator :: d_loss: 0.013770], [ Generator :: loss: 3.991480] epoch: 2508, [Discriminator :: d_loss: 0.013358], [ Generator :: loss: 4.002569] epoch: 2509, [Discriminator :: d_loss: 0.011517], [ Generator :: loss: 3.894532] epoch: 2510, [Discriminator :: d_loss: 0.015975], [ Generator :: loss: 3.913195] epoch: 2511, [Discriminator :: d_loss: 0.016060], [ Generator :: loss: 4.001332] epoch: 2512, [Discriminator :: d_loss: 0.011841], [ Generator :: loss: 4.188576] epoch: 2513, [Discriminator :: d_loss: 0.012312], [ Generator :: loss: 4.213705] epoch: 2514, [Discriminator :: d_loss: 0.012117], [ Generator :: loss: 4.130537] epoch: 2515, [Discriminator :: d_loss: 0.008304], [ Generator :: loss: 4.284093] epoch: 2516, [Discriminator :: d_loss: 0.010271], [ Generator :: loss: 3.972112] epoch: 2517, [Discriminator :: d_loss: 0.013343], [ Generator :: loss: 4.004262] epoch: 2518, [Discriminator :: d_loss: 0.011359], [ Generator :: loss: 4.135942] epoch: 2519, [Discriminator :: d_loss: 0.015717], [ Generator :: loss: 4.046922] epoch: 2520, [Discriminator :: d_loss: 1.796725], [ Generator :: loss: 2.188040] epoch: 2521, [Discriminator :: d_loss: 0.096212], [ Generator :: loss: 1.799072] epoch: 2522, [Discriminator :: d_loss: 0.142100], [ 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epoch: 2535, [Discriminator :: d_loss: 0.039479], [ Generator :: loss: 3.332149] epoch: 2536, [Discriminator :: d_loss: 0.042119], [ Generator :: loss: 3.231735] epoch: 2537, [Discriminator :: d_loss: 0.043959], [ Generator :: loss: 3.427928] epoch: 2538, [Discriminator :: d_loss: 0.056651], [ Generator :: loss: 3.356349] epoch: 2539, [Discriminator :: d_loss: 0.048958], [ Generator :: loss: 3.311260] epoch: 2540, [Discriminator :: d_loss: 0.035326], [ Generator :: loss: 3.633785] epoch: 2541, [Discriminator :: d_loss: 0.058075], [ Generator :: loss: 3.865654] epoch: 2542, [Discriminator :: d_loss: 0.033970], [ Generator :: loss: 3.867131] epoch: 2543, [Discriminator :: d_loss: 0.032219], [ Generator :: loss: 3.775962] epoch: 2544, [Discriminator :: d_loss: 0.028667], [ Generator :: loss: 3.515413] epoch: 2545, [Discriminator :: d_loss: 0.040332], [ Generator :: loss: 3.611775] epoch: 2546, [Discriminator :: d_loss: 0.035465], [ Generator :: loss: 3.559831] epoch: 2547, [Discriminator 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epoch: 2572, [Discriminator :: d_loss: 0.021038], [ Generator :: loss: 3.821643] epoch: 2573, [Discriminator :: d_loss: 0.020307], [ Generator :: loss: 3.725838] epoch: 2574, [Discriminator :: d_loss: 0.020312], [ Generator :: loss: 3.835678] epoch: 2575, [Discriminator :: d_loss: 0.017850], [ Generator :: loss: 3.961273] epoch: 2576, [Discriminator :: d_loss: 0.018963], [ Generator :: loss: 3.844273] epoch: 2577, [Discriminator :: d_loss: 0.016205], [ Generator :: loss: 3.794422] epoch: 2578, [Discriminator :: d_loss: 0.013868], [ Generator :: loss: 3.725315] epoch: 2579, [Discriminator :: d_loss: 0.018655], [ Generator :: loss: 3.698261] epoch: 2580, [Discriminator :: d_loss: 0.017349], [ Generator :: loss: 3.707012] epoch: 2581, [Discriminator :: d_loss: 0.017637], [ Generator :: loss: 3.807194] epoch: 2582, [Discriminator :: d_loss: 0.016928], [ Generator :: loss: 3.725374] epoch: 2583, [Discriminator :: d_loss: 0.018193], [ Generator :: loss: 3.831610] epoch: 2584, [Discriminator :: d_loss: 0.017043], [ Generator :: loss: 3.833588] epoch: 2585, [Discriminator :: d_loss: 0.017194], [ Generator :: loss: 3.830266] epoch: 2586, [Discriminator :: d_loss: 0.015078], [ Generator :: loss: 3.905426] epoch: 2587, [Discriminator :: d_loss: 0.013769], [ Generator :: loss: 3.915737] epoch: 2588, [Discriminator :: d_loss: 0.012133], [ Generator :: loss: 3.924566] epoch: 2589, [Discriminator :: d_loss: 0.014331], [ Generator :: loss: 4.002501] epoch: 2590, [Discriminator :: d_loss: 0.013815], [ Generator :: loss: 3.904403] epoch: 2591, [Discriminator :: d_loss: 0.014322], [ Generator :: loss: 3.890088] epoch: 2592, [Discriminator :: d_loss: 0.012844], [ Generator :: loss: 4.013805] epoch: 2593, [Discriminator :: d_loss: 0.012404], [ Generator :: loss: 3.982398] epoch: 2594, [Discriminator :: d_loss: 0.012610], [ Generator :: loss: 4.069506] epoch: 2595, [Discriminator :: d_loss: 0.011319], [ Generator :: loss: 3.975674] epoch: 2596, [Discriminator :: d_loss: 0.011044], [ 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epoch: 2600, [Discriminator :: d_loss: 0.011348], [ Generator :: loss: 3.961635] epoch: 2601, [Discriminator :: d_loss: 0.011408], [ Generator :: loss: 4.038187] epoch: 2602, [Discriminator :: d_loss: 0.012796], [ Generator :: loss: 4.183261] epoch: 2603, [Discriminator :: d_loss: 0.013991], [ Generator :: loss: 4.184639] epoch: 2604, [Discriminator :: d_loss: 0.010294], [ Generator :: loss: 4.109727] epoch: 2605, [Discriminator :: d_loss: 0.010964], [ Generator :: loss: 4.113073] epoch: 2606, [Discriminator :: d_loss: 0.011056], [ Generator :: loss: 4.090127] epoch: 2607, [Discriminator :: d_loss: 0.010833], [ Generator :: loss: 4.039191] epoch: 2608, [Discriminator :: d_loss: 0.012963], [ Generator :: loss: 4.143103] epoch: 2609, [Discriminator :: d_loss: 0.011280], [ Generator :: loss: 3.980349] epoch: 2610, [Discriminator :: d_loss: 0.010616], [ Generator :: loss: 3.955063] epoch: 2611, [Discriminator :: d_loss: 0.014231], [ Generator :: loss: 4.105718] epoch: 2612, [Discriminator :: d_loss: 0.013893], [ Generator :: loss: 4.090783] epoch: 2613, [Discriminator :: d_loss: 0.014435], [ Generator :: loss: 4.103926] epoch: 2614, [Discriminator :: d_loss: 0.010647], [ Generator :: loss: 4.278842] epoch: 2615, [Discriminator :: d_loss: 0.011273], [ Generator :: loss: 4.180869] epoch: 2616, [Discriminator :: d_loss: 0.009143], [ Generator :: loss: 4.095758] epoch: 2617, [Discriminator :: d_loss: 0.012099], [ Generator :: loss: 4.129703] epoch: 2618, [Discriminator :: d_loss: 0.008771], [ Generator :: loss: 4.066286] epoch: 2619, [Discriminator :: d_loss: 0.011786], [ Generator :: loss: 4.384242] epoch: 2620, [Discriminator :: d_loss: 0.009968], [ Generator :: loss: 4.267511] epoch: 2621, [Discriminator :: d_loss: 0.011247], [ Generator :: loss: 4.191818] epoch: 2622, [Discriminator :: d_loss: 0.008434], [ Generator :: loss: 4.183996] epoch: 2623, [Discriminator :: d_loss: 0.012865], [ Generator :: loss: 4.257792] epoch: 2624, [Discriminator :: d_loss: 0.010897], [ 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epoch: 2637, [Discriminator :: d_loss: 0.039985], [ Generator :: loss: 3.131721] epoch: 2638, [Discriminator :: d_loss: 0.043667], [ Generator :: loss: 3.043939] epoch: 2639, [Discriminator :: d_loss: 0.061878], [ Generator :: loss: 2.990599] epoch: 2640, [Discriminator :: d_loss: 0.054314], [ Generator :: loss: 3.018380] epoch: 2641, [Discriminator :: d_loss: 0.084536], [ Generator :: loss: 3.515143] epoch: 2642, [Discriminator :: d_loss: 0.045106], [ Generator :: loss: 3.368075] epoch: 2643, [Discriminator :: d_loss: 0.047644], [ Generator :: loss: 3.596241] epoch: 2644, [Discriminator :: d_loss: 0.039034], [ Generator :: loss: 3.292306] epoch: 2645, [Discriminator :: d_loss: 0.060947], [ Generator :: loss: 3.468100] epoch: 2646, [Discriminator :: d_loss: 0.033535], [ Generator :: loss: 3.374267] epoch: 2647, [Discriminator :: d_loss: 0.052185], [ Generator :: loss: 3.174540] epoch: 2648, [Discriminator :: d_loss: 0.047296], [ Generator :: loss: 3.166542] epoch: 2649, [Discriminator :: d_loss: 0.047017], [ Generator :: loss: 3.709168] epoch: 2650, [Discriminator :: d_loss: 0.034611], [ Generator :: loss: 3.462313] epoch: 2651, [Discriminator :: d_loss: 0.036713], [ Generator :: loss: 3.415030] epoch: 2652, [Discriminator :: d_loss: 0.039222], [ Generator :: loss: 3.374738] epoch: 2653, [Discriminator :: d_loss: 0.039509], [ Generator :: loss: 3.463884] epoch: 2654, [Discriminator :: d_loss: 0.032955], [ Generator :: loss: 3.455983] epoch: 2655, [Discriminator :: d_loss: 0.029438], [ Generator :: loss: 3.228585] epoch: 2656, [Discriminator :: d_loss: 0.038850], [ Generator :: loss: 3.386336] epoch: 2657, [Discriminator :: d_loss: 0.037948], [ Generator :: loss: 3.699290] epoch: 2658, [Discriminator :: d_loss: 0.032968], [ Generator :: loss: 3.825264] epoch: 2659, [Discriminator :: d_loss: 0.037385], [ Generator :: loss: 3.639843] epoch: 2660, [Discriminator :: d_loss: 0.028841], [ Generator :: loss: 3.470106] epoch: 2661, [Discriminator :: d_loss: 0.031619], [ Generator :: loss: 3.484015] epoch: 2662, [Discriminator :: d_loss: 0.021167], [ Generator :: loss: 3.361888] epoch: 2663, [Discriminator :: d_loss: 0.030142], [ Generator :: loss: 3.438759] epoch: 2664, [Discriminator :: d_loss: 0.039205], [ Generator :: loss: 3.486353] epoch: 2665, [Discriminator :: d_loss: 0.028771], [ Generator :: loss: 3.586190] epoch: 2666, [Discriminator :: d_loss: 0.029823], [ Generator :: loss: 3.666642] epoch: 2667, [Discriminator :: d_loss: 0.024632], [ Generator :: loss: 3.819437] epoch: 2668, [Discriminator :: d_loss: 0.022588], [ Generator :: loss: 3.911908] epoch: 2669, [Discriminator :: d_loss: 0.019448], [ Generator :: loss: 3.746443] epoch: 2670, [Discriminator :: d_loss: 0.023376], [ Generator :: loss: 3.622405] epoch: 2671, [Discriminator :: d_loss: 0.023478], [ Generator :: loss: 3.642065] epoch: 2672, [Discriminator :: d_loss: 0.025064], [ Generator :: loss: 3.586634] epoch: 2673, [Discriminator :: d_loss: 0.023299], [ Generator :: loss: 3.601690] epoch: 2674, [Discriminator :: d_loss: 0.027358], [ Generator :: loss: 3.638051] epoch: 2675, [Discriminator :: d_loss: 0.021059], [ Generator :: loss: 3.683352] epoch: 2676, [Discriminator :: d_loss: 0.021206], [ Generator :: loss: 3.820563] epoch: 2677, [Discriminator :: d_loss: 0.021383], [ Generator :: loss: 3.731977] epoch: 2678, [Discriminator :: d_loss: 0.019149], [ Generator :: loss: 3.787321] epoch: 2679, [Discriminator :: d_loss: 0.020771], [ Generator :: loss: 3.747299] epoch: 2680, [Discriminator :: d_loss: 0.018595], [ Generator :: loss: 3.793123] epoch: 2681, [Discriminator :: d_loss: 0.021136], [ Generator :: loss: 3.741561] epoch: 2682, [Discriminator :: d_loss: 0.016848], [ Generator :: loss: 3.903985] epoch: 2683, [Discriminator :: d_loss: 0.015594], [ Generator :: loss: 3.985577] epoch: 2684, [Discriminator :: d_loss: 0.018767], [ Generator :: loss: 3.618777] epoch: 2685, [Discriminator :: d_loss: 0.020733], [ Generator :: loss: 4.158024] epoch: 2686, [Discriminator :: d_loss: 0.016748], [ Generator :: loss: 4.079512] epoch: 2687, [Discriminator :: d_loss: 0.014299], [ Generator :: loss: 4.175113] epoch: 2688, [Discriminator :: d_loss: 0.013621], [ Generator :: loss: 4.047867] epoch: 2689, [Discriminator :: d_loss: 0.013588], [ Generator :: loss: 3.983238] epoch: 2690, [Discriminator :: d_loss: 0.014701], [ Generator :: loss: 3.955419] epoch: 2691, [Discriminator :: d_loss: 0.014433], [ Generator :: loss: 3.947026] epoch: 2692, [Discriminator :: d_loss: 0.014712], [ Generator :: loss: 4.217600] epoch: 2693, [Discriminator :: d_loss: 0.015553], [ Generator :: loss: 3.936975] epoch: 2694, [Discriminator :: d_loss: 0.016920], [ Generator :: loss: 4.165441] epoch: 2695, [Discriminator :: d_loss: 0.014804], [ Generator :: loss: 3.981493] epoch: 2696, [Discriminator :: d_loss: 0.017578], [ Generator :: loss: 3.975450] epoch: 2697, [Discriminator :: d_loss: 0.014508], [ Generator :: loss: 4.054877] epoch: 2698, [Discriminator :: d_loss: 0.014768], [ Generator :: loss: 3.858954] epoch: 2699, [Discriminator :: d_loss: 0.017476], [ Generator :: loss: 3.965220] epoch: 2700, [Discriminator :: d_loss: 0.023339], [ Generator :: loss: 3.950571] epoch: 2701, [Discriminator :: d_loss: 0.014432], [ Generator :: loss: 3.972221] epoch: 2702, [Discriminator :: d_loss: 0.015760], [ Generator :: loss: 4.226656] epoch: 2703, [Discriminator :: d_loss: 0.012780], [ Generator :: loss: 4.085986] epoch: 2704, [Discriminator :: d_loss: 0.012421], [ Generator :: loss: 4.033004] epoch: 2705, [Discriminator :: d_loss: 0.013559], [ Generator :: loss: 3.938504] epoch: 2706, [Discriminator :: d_loss: 0.016847], [ Generator :: loss: 3.960822] epoch: 2707, [Discriminator :: d_loss: 0.013693], [ Generator :: loss: 3.976657] epoch: 2708, [Discriminator :: d_loss: 0.013989], [ Generator :: loss: 4.108226] epoch: 2709, [Discriminator :: d_loss: 0.014136], [ Generator :: loss: 4.101200]
epoch: 2710, [Discriminator :: d_loss: 0.011042], [ Generator :: loss: 4.243318] epoch: 2711, [Discriminator :: d_loss: 0.009517], [ Generator :: loss: 4.315085] epoch: 2712, [Discriminator :: d_loss: 0.010483], [ Generator :: loss: 4.315217] epoch: 2713, [Discriminator :: d_loss: 0.010051], [ Generator :: loss: 4.277737] epoch: 2714, [Discriminator :: d_loss: 0.009457], [ Generator :: loss: 4.096556] epoch: 2715, [Discriminator :: d_loss: 0.010144], [ Generator :: loss: 4.369955] epoch: 2716, [Discriminator :: d_loss: 0.009825], [ Generator :: loss: 4.216590] epoch: 2717, [Discriminator :: d_loss: 0.009473], [ Generator :: loss: 4.363602] epoch: 2718, [Discriminator :: d_loss: 0.009589], [ Generator :: loss: 4.302289] epoch: 2719, [Discriminator :: d_loss: 0.010460], [ Generator :: loss: 4.136169] epoch: 2720, [Discriminator :: d_loss: 0.009434], [ Generator :: loss: 4.303481] epoch: 2721, [Discriminator :: d_loss: 0.011583], [ Generator :: loss: 4.413351] epoch: 2722, [Discriminator :: d_loss: 0.010744], [ Generator :: loss: 4.297316] epoch: 2723, [Discriminator :: d_loss: 0.010909], [ Generator :: loss: 4.226679] epoch: 2724, [Discriminator :: d_loss: 0.010564], [ Generator :: loss: 4.303945] epoch: 2725, [Discriminator :: d_loss: 0.008218], [ Generator :: loss: 4.352340] epoch: 2726, [Discriminator :: d_loss: 0.009123], [ Generator :: loss: 4.362906] epoch: 2727, [Discriminator :: d_loss: 0.009309], [ Generator :: loss: 4.278655] epoch: 2728, [Discriminator :: d_loss: 0.008996], [ Generator :: loss: 4.207386] epoch: 2729, [Discriminator :: d_loss: 0.008182], [ Generator :: loss: 4.369504] epoch: 2730, [Discriminator :: d_loss: 0.009794], [ Generator :: loss: 4.411598] epoch: 2731, [Discriminator :: d_loss: 0.009434], [ Generator :: loss: 4.406249] epoch: 2732, [Discriminator :: d_loss: 0.008361], [ Generator :: loss: 4.505913] epoch: 2733, [Discriminator :: d_loss: 0.007900], [ Generator :: loss: 4.428230] epoch: 2734, [Discriminator :: d_loss: 0.008427], [ 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epoch: 2747, [Discriminator :: d_loss: 0.076705], [ Generator :: loss: 3.028306] epoch: 2748, [Discriminator :: d_loss: 0.034595], [ Generator :: loss: 3.449975] epoch: 2749, [Discriminator :: d_loss: 0.025265], [ Generator :: loss: 3.687316] epoch: 2750, [Discriminator :: d_loss: 0.023173], [ Generator :: loss: 3.930939] epoch: 2751, [Discriminator :: d_loss: 0.022592], [ Generator :: loss: 3.805545] epoch: 2752, [Discriminator :: d_loss: 0.020405], [ Generator :: loss: 3.720575] epoch: 2753, [Discriminator :: d_loss: 0.019680], [ Generator :: loss: 3.678671] epoch: 2754, [Discriminator :: d_loss: 0.022179], [ Generator :: loss: 3.599825] epoch: 2755, [Discriminator :: d_loss: 0.021636], [ Generator :: loss: 3.506840] epoch: 2756, [Discriminator :: d_loss: 0.020799], [ Generator :: loss: 3.648318] epoch: 2757, [Discriminator :: d_loss: 0.032314], [ Generator :: loss: 3.671977] epoch: 2758, [Discriminator :: d_loss: 0.021165], [ Generator :: loss: 3.659110] epoch: 2759, [Discriminator 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epoch: 2784, [Discriminator :: d_loss: 0.017322], [ Generator :: loss: 3.689235] epoch: 2785, [Discriminator :: d_loss: 0.019062], [ Generator :: loss: 3.673100] epoch: 2786, [Discriminator :: d_loss: 0.015072], [ Generator :: loss: 3.901673] epoch: 2787, [Discriminator :: d_loss: 0.024007], [ Generator :: loss: 3.747216] epoch: 2788, [Discriminator :: d_loss: 0.018940], [ Generator :: loss: 3.866449] epoch: 2789, [Discriminator :: d_loss: 0.017344], [ Generator :: loss: 4.030656] epoch: 2790, [Discriminator :: d_loss: 0.014426], [ Generator :: loss: 4.206892] epoch: 2791, [Discriminator :: d_loss: 0.014190], [ Generator :: loss: 4.068863] epoch: 2792, [Discriminator :: d_loss: 0.013240], [ Generator :: loss: 4.007821] epoch: 2793, [Discriminator :: d_loss: 0.015119], [ Generator :: loss: 3.824499] epoch: 2794, [Discriminator :: d_loss: 0.015403], [ Generator :: loss: 3.930818] epoch: 2795, [Discriminator :: d_loss: 0.016151], [ Generator :: loss: 4.120869] epoch: 2796, [Discriminator :: d_loss: 0.015284], [ Generator :: loss: 3.971324] epoch: 2797, [Discriminator :: d_loss: 0.014204], [ Generator :: loss: 3.855060] epoch: 2798, [Discriminator :: d_loss: 0.016716], [ Generator :: loss: 3.785807] epoch: 2799, [Discriminator :: d_loss: 0.015570], [ Generator :: loss: 3.725774] epoch: 2800, [Discriminator :: d_loss: 0.017596], [ Generator :: loss: 3.764431] epoch: 2801, [Discriminator :: d_loss: 0.016340], [ Generator :: loss: 3.689704] epoch: 2802, [Discriminator :: d_loss: 0.017026], [ Generator :: loss: 3.777585] epoch: 2803, [Discriminator :: d_loss: 0.016970], [ Generator :: loss: 3.784421] epoch: 2804, [Discriminator :: d_loss: 0.015936], [ Generator :: loss: 3.851851] epoch: 2805, [Discriminator :: d_loss: 0.017060], [ Generator :: loss: 3.932468] epoch: 2806, [Discriminator :: d_loss: 0.016059], [ Generator :: loss: 3.920954] epoch: 2807, [Discriminator :: d_loss: 0.015072], [ Generator :: loss: 3.978959] epoch: 2808, [Discriminator :: d_loss: 0.013527], [ 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epoch: 2820, [Discriminator :: d_loss: 0.013579], [ Generator :: loss: 4.059390] epoch: 2821, [Discriminator :: d_loss: 0.012657], [ Generator :: loss: 4.172273] epoch: 2822, [Discriminator :: d_loss: 0.012744], [ Generator :: loss: 4.135945] epoch: 2823, [Discriminator :: d_loss: 0.010747], [ Generator :: loss: 3.939689] epoch: 2824, [Discriminator :: d_loss: 0.014503], [ Generator :: loss: 4.123065] epoch: 2825, [Discriminator :: d_loss: 0.011562], [ Generator :: loss: 4.279939] epoch: 2826, [Discriminator :: d_loss: 0.010074], [ Generator :: loss: 4.201988] epoch: 2827, [Discriminator :: d_loss: 0.011172], [ Generator :: loss: 4.252480] epoch: 2828, [Discriminator :: d_loss: 0.010599], [ Generator :: loss: 4.152653] epoch: 2829, [Discriminator :: d_loss: 0.010681], [ Generator :: loss: 4.452231] epoch: 2830, [Discriminator :: d_loss: 0.010237], [ Generator :: loss: 4.127791] epoch: 2831, [Discriminator :: d_loss: 0.010228], [ Generator :: loss: 4.114216] epoch: 2832, [Discriminator :: d_loss: 0.010470], [ Generator :: loss: 4.187622] epoch: 2833, [Discriminator :: d_loss: 0.012228], [ Generator :: loss: 4.264233] epoch: 2834, [Discriminator :: d_loss: 0.011463], [ Generator :: loss: 4.160134] epoch: 2835, [Discriminator :: d_loss: 0.012706], [ Generator :: loss: 4.237366] epoch: 2836, [Discriminator :: d_loss: 0.010733], [ Generator :: loss: 4.207172] epoch: 2837, [Discriminator :: d_loss: 0.011199], [ Generator :: loss: 4.101757] epoch: 2838, [Discriminator :: d_loss: 0.012768], [ Generator :: loss: 4.222907] epoch: 2839, [Discriminator :: d_loss: 0.010545], [ Generator :: loss: 4.072206] epoch: 2840, [Discriminator :: d_loss: 0.010652], [ Generator :: loss: 4.148348] epoch: 2841, [Discriminator :: d_loss: 0.012403], [ Generator :: loss: 4.081363] epoch: 2842, [Discriminator :: d_loss: 0.014248], [ Generator :: loss: 4.142043] epoch: 2843, [Discriminator :: d_loss: 0.012632], [ Generator :: loss: 4.048453] epoch: 2844, [Discriminator :: d_loss: 0.014461], [ 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epoch: 2857, [Discriminator :: d_loss: 0.012662], [ Generator :: loss: 4.106476] epoch: 2858, [Discriminator :: d_loss: 0.013700], [ Generator :: loss: 4.236534] epoch: 2859, [Discriminator :: d_loss: 0.009838], [ Generator :: loss: 4.293419] epoch: 2860, [Discriminator :: d_loss: 0.009629], [ Generator :: loss: 4.311408] epoch: 2861, [Discriminator :: d_loss: 0.008371], [ Generator :: loss: 4.349402] epoch: 2862, [Discriminator :: d_loss: 0.007128], [ Generator :: loss: 4.391237] epoch: 2863, [Discriminator :: d_loss: 0.009514], [ Generator :: loss: 4.337626] epoch: 2864, [Discriminator :: d_loss: 0.008198], [ Generator :: loss: 4.407995] epoch: 2865, [Discriminator :: d_loss: 0.009302], [ Generator :: loss: 4.523586] epoch: 2866, [Discriminator :: d_loss: 0.010221], [ Generator :: loss: 4.452690] epoch: 2867, [Discriminator :: d_loss: 0.007515], [ Generator :: loss: 4.329431] epoch: 2868, [Discriminator :: d_loss: 0.008851], [ Generator :: loss: 4.373680] epoch: 2869, [Discriminator :: d_loss: 0.009116], [ Generator :: loss: 4.316461] epoch: 2870, [Discriminator :: d_loss: 1.735674], [ Generator :: loss: 2.609911] epoch: 2871, [Discriminator :: d_loss: 0.061142], [ Generator :: loss: 2.083034] epoch: 2872, [Discriminator :: d_loss: 0.093124], [ Generator :: loss: 2.257529] epoch: 2873, [Discriminator :: d_loss: 0.117263], [ Generator :: loss: 3.005356] epoch: 2874, [Discriminator :: d_loss: 0.040072], [ Generator :: loss: 3.541908] epoch: 2875, [Discriminator :: d_loss: 0.029168], [ Generator :: loss: 3.865350] epoch: 2876, [Discriminator :: d_loss: 0.025188], [ Generator :: loss: 3.936089] epoch: 2877, [Discriminator :: d_loss: 0.019589], [ Generator :: loss: 3.525099] epoch: 2878, [Discriminator :: d_loss: 0.025478], [ Generator :: loss: 3.521894] epoch: 2879, [Discriminator :: d_loss: 0.027869], [ Generator :: loss: 3.379388] epoch: 2880, [Discriminator :: d_loss: 0.036765], [ Generator :: loss: 3.441546] epoch: 2881, [Discriminator :: d_loss: 0.036289], [ 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epoch: 2894, [Discriminator :: d_loss: 0.024781], [ Generator :: loss: 3.603468] epoch: 2895, [Discriminator :: d_loss: 0.033091], [ Generator :: loss: 3.492681] epoch: 2896, [Discriminator :: d_loss: 0.027093], [ Generator :: loss: 3.631852] epoch: 2897, [Discriminator :: d_loss: 0.029725], [ Generator :: loss: 3.573765] epoch: 2898, [Discriminator :: d_loss: 0.026689], [ Generator :: loss: 3.539331] epoch: 2899, [Discriminator :: d_loss: 0.028365], [ Generator :: loss: 3.660295] epoch: 2900, [Discriminator :: d_loss: 0.018546], [ Generator :: loss: 3.494548] epoch: 2901, [Discriminator :: d_loss: 0.022943], [ Generator :: loss: 3.787337] epoch: 2902, [Discriminator :: d_loss: 0.026264], [ Generator :: loss: 3.660187] epoch: 2903, [Discriminator :: d_loss: 0.029335], [ Generator :: loss: 3.689305] epoch: 2904, [Discriminator :: d_loss: 0.028075], [ Generator :: loss: 3.666095] epoch: 2905, [Discriminator :: d_loss: 0.023094], [ Generator :: loss: 3.834238] epoch: 2906, [Discriminator :: d_loss: 0.025165], [ Generator :: loss: 3.725509] epoch: 2907, [Discriminator :: d_loss: 0.028141], [ Generator :: loss: 3.915699] epoch: 2908, [Discriminator :: d_loss: 0.019755], [ Generator :: loss: 3.811980] epoch: 2909, [Discriminator :: d_loss: 0.023255], [ Generator :: loss: 3.911429] epoch: 2910, [Discriminator :: d_loss: 0.023350], [ Generator :: loss: 4.030179] epoch: 2911, [Discriminator :: d_loss: 0.024079], [ Generator :: loss: 3.839927] epoch: 2912, [Discriminator :: d_loss: 0.017362], [ Generator :: loss: 3.786114] epoch: 2913, [Discriminator :: d_loss: 0.020996], [ Generator :: loss: 3.952931] epoch: 2914, [Discriminator :: d_loss: 0.018021], [ Generator :: loss: 3.871280] epoch: 2915, [Discriminator :: d_loss: 0.018856], [ Generator :: loss: 3.864019] epoch: 2916, [Discriminator :: d_loss: 0.016779], [ Generator :: loss: 3.854736] epoch: 2917, [Discriminator :: d_loss: 0.014680], [ Generator :: loss: 4.134368] epoch: 2918, [Discriminator :: d_loss: 0.011760], [ 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epoch: 2928, [Discriminator :: d_loss: 0.015384], [ Generator :: loss: 3.994540] epoch: 2929, [Discriminator :: d_loss: 0.014621], [ Generator :: loss: 4.001481] epoch: 2930, [Discriminator :: d_loss: 0.013899], [ Generator :: loss: 4.042391] epoch: 2931, [Discriminator :: d_loss: 0.011407], [ Generator :: loss: 3.996187] epoch: 2932, [Discriminator :: d_loss: 0.014242], [ Generator :: loss: 4.167449] epoch: 2933, [Discriminator :: d_loss: 0.014101], [ Generator :: loss: 4.179562] epoch: 2934, [Discriminator :: d_loss: 0.013335], [ Generator :: loss: 4.017299] epoch: 2935, [Discriminator :: d_loss: 0.011443], [ Generator :: loss: 4.232955] epoch: 2936, [Discriminator :: d_loss: 0.013808], [ Generator :: loss: 3.982374] epoch: 2937, [Discriminator :: d_loss: 0.015473], [ Generator :: loss: 4.152447] epoch: 2938, [Discriminator :: d_loss: 0.013029], [ Generator :: loss: 4.064560] epoch: 2939, [Discriminator :: d_loss: 0.011573], [ Generator :: loss: 4.040921] epoch: 2940, [Discriminator :: d_loss: 0.011022], [ Generator :: loss: 4.006161] epoch: 2941, [Discriminator :: d_loss: 0.012972], [ Generator :: loss: 4.188166] epoch: 2942, [Discriminator :: d_loss: 0.011274], [ Generator :: loss: 4.056263] epoch: 2943, [Discriminator :: d_loss: 0.011545], [ Generator :: loss: 4.054825] epoch: 2944, [Discriminator :: d_loss: 0.011151], [ Generator :: loss: 4.063545] epoch: 2945, [Discriminator :: d_loss: 0.011044], [ Generator :: loss: 4.133645] epoch: 2946, [Discriminator :: d_loss: 0.011946], [ Generator :: loss: 3.997877] epoch: 2947, [Discriminator :: d_loss: 0.012826], [ Generator :: loss: 4.173351] epoch: 2948, [Discriminator :: d_loss: 0.011694], [ Generator :: loss: 4.166690] epoch: 2949, [Discriminator :: d_loss: 0.011503], [ Generator :: loss: 4.202458] epoch: 2950, [Discriminator :: d_loss: 0.011169], [ Generator :: loss: 4.130693] epoch: 2951, [Discriminator :: d_loss: 0.010519], [ Generator :: loss: 4.242800] epoch: 2952, [Discriminator :: d_loss: 0.010861], [ Generator :: loss: 4.160144] epoch: 2953, [Discriminator :: d_loss: 0.010025], [ Generator :: loss: 4.196692] epoch: 2954, [Discriminator :: d_loss: 0.009975], [ Generator :: loss: 4.106901] epoch: 2955, [Discriminator :: d_loss: 0.010764], [ Generator :: loss: 4.137853] epoch: 2956, [Discriminator :: d_loss: 0.009820], [ Generator :: loss: 4.111343] epoch: 2957, [Discriminator :: d_loss: 0.012100], [ Generator :: loss: 4.316188] epoch: 2958, [Discriminator :: d_loss: 0.011072], [ Generator :: loss: 4.291988] epoch: 2959, [Discriminator :: d_loss: 0.009477], [ Generator :: loss: 4.194366] epoch: 2960, [Discriminator :: d_loss: 0.010092], [ Generator :: loss: 4.320496] epoch: 2961, [Discriminator :: d_loss: 0.008888], [ Generator :: loss: 4.322055] epoch: 2962, [Discriminator :: d_loss: 0.273208], [ Generator :: loss: 2.599101] epoch: 2963, [Discriminator :: d_loss: 0.048733], [ Generator :: loss: 2.255872] epoch: 2964, [Discriminator :: d_loss: 0.117791], [ Generator :: loss: 2.517860] epoch: 2965, [Discriminator :: d_loss: 0.074274], [ Generator :: loss: 3.202163] epoch: 2966, [Discriminator :: d_loss: 0.040680], [ Generator :: loss: 3.593341] epoch: 2967, [Discriminator :: d_loss: 0.020839], [ Generator :: loss: 4.018327] epoch: 2968, [Discriminator :: d_loss: 0.018353], [ Generator :: loss: 4.002570] epoch: 2969, [Discriminator :: d_loss: 0.015553], [ Generator :: loss: 3.891027] epoch: 2970, [Discriminator :: d_loss: 0.016386], [ Generator :: loss: 3.977179] epoch: 2971, [Discriminator :: d_loss: 0.016560], [ Generator :: loss: 3.807828] epoch: 2972, [Discriminator :: d_loss: 0.020636], [ Generator :: loss: 3.734740] epoch: 2973, [Discriminator :: d_loss: 0.018220], [ Generator :: loss: 3.717926] epoch: 2974, [Discriminator :: d_loss: 0.020227], [ Generator :: loss: 3.547950] epoch: 2975, [Discriminator :: d_loss: 0.021033], [ Generator :: loss: 3.648620] epoch: 2976, [Discriminator :: d_loss: 0.025981], [ Generator :: loss: 3.810624] epoch: 2977, [Discriminator :: d_loss: 0.020053], [ Generator :: loss: 3.685634] epoch: 2978, [Discriminator :: d_loss: 0.019468], [ Generator :: loss: 3.752950] epoch: 2979, [Discriminator :: d_loss: 0.019820], [ Generator :: loss: 3.751400] epoch: 2980, [Discriminator :: d_loss: 0.018702], [ Generator :: loss: 3.849247] epoch: 2981, [Discriminator :: d_loss: 0.016576], [ Generator :: loss: 3.724763] epoch: 2982, [Discriminator :: d_loss: 0.018219], [ Generator :: loss: 3.767501] epoch: 2983, [Discriminator :: d_loss: 0.018095], [ Generator :: loss: 3.844256] epoch: 2984, [Discriminator :: d_loss: 0.017324], [ Generator :: loss: 3.795256] epoch: 2985, [Discriminator :: d_loss: 0.017565], [ Generator :: loss: 3.733248] epoch: 2986, [Discriminator :: d_loss: 0.017074], [ Generator :: loss: 3.872348] epoch: 2987, [Discriminator :: d_loss: 0.018306], [ Generator :: loss: 3.804662] epoch: 2988, [Discriminator :: d_loss: 0.018242], [ Generator :: loss: 3.805682] epoch: 2989, [Discriminator :: d_loss: 0.015816], [ Generator :: loss: 3.792154] epoch: 2990, [Discriminator :: d_loss: 0.017289], [ Generator :: loss: 3.784754] epoch: 2991, [Discriminator :: d_loss: 0.016367], [ Generator :: loss: 3.754150] epoch: 2992, [Discriminator :: d_loss: 0.019201], [ Generator :: loss: 3.700181] epoch: 2993, [Discriminator :: d_loss: 0.022667], [ Generator :: loss: 3.880844] epoch: 2994, [Discriminator :: d_loss: 0.018197], [ Generator :: loss: 3.746113] epoch: 2995, [Discriminator :: d_loss: 0.020639], [ Generator :: loss: 3.649440] epoch: 2996, [Discriminator :: d_loss: 0.018887], [ Generator :: loss: 3.782489] epoch: 2997, [Discriminator :: d_loss: 0.018846], [ Generator :: loss: 3.687858] epoch: 2998, [Discriminator :: d_loss: 0.020509], [ Generator :: loss: 3.833862] epoch: 2999, [Discriminator :: d_loss: 0.018520], [ Generator :: loss: 3.726295] epoch: 3000, [Discriminator :: d_loss: 0.017838], [ Generator :: loss: 4.028103] epoch: 3001, [Discriminator :: d_loss: 0.014581], [ Generator :: loss: 3.939029] epoch: 3002, [Discriminator :: d_loss: 0.013022], [ Generator :: loss: 3.915776] epoch: 3003, [Discriminator :: d_loss: 0.014644], [ Generator :: loss: 3.951790] epoch: 3004, [Discriminator :: d_loss: 0.016483], [ Generator :: loss: 3.912051] epoch: 3005, [Discriminator :: d_loss: 0.016097], [ Generator :: loss: 3.940479] epoch: 3006, [Discriminator :: d_loss: 0.015909], [ Generator :: loss: 4.042681] epoch: 3007, [Discriminator :: d_loss: 0.015676], [ Generator :: loss: 4.102595] epoch: 3008, [Discriminator :: d_loss: 0.015546], [ Generator :: loss: 4.089145] epoch: 3009, [Discriminator :: d_loss: 0.014188], [ Generator :: loss: 4.203395] epoch: 3010, [Discriminator :: d_loss: 0.014824], [ Generator :: loss: 4.084722] epoch: 3011, [Discriminator :: d_loss: 0.013447], [ Generator :: loss: 3.952024] epoch: 3012, [Discriminator :: d_loss: 0.012932], [ Generator :: loss: 4.130180] epoch: 3013, [Discriminator :: d_loss: 0.012635], [ Generator :: loss: 3.946881] epoch: 3014, [Discriminator :: d_loss: 0.014661], [ Generator :: loss: 4.013687] epoch: 3015, [Discriminator :: d_loss: 0.014732], [ Generator :: loss: 3.873923] epoch: 3016, [Discriminator :: d_loss: 0.014178], [ Generator :: loss: 3.981326] epoch: 3017, [Discriminator :: d_loss: 0.014040], [ Generator :: loss: 4.067807] epoch: 3018, [Discriminator :: d_loss: 0.013047], [ Generator :: loss: 3.993785] epoch: 3019, [Discriminator :: d_loss: 0.015134], [ Generator :: loss: 3.964759] epoch: 3020, [Discriminator :: d_loss: 0.016241], [ Generator :: loss: 3.779601] epoch: 3021, [Discriminator :: d_loss: 0.016827], [ Generator :: loss: 3.951921] epoch: 3022, [Discriminator :: d_loss: 0.015578], [ Generator :: loss: 4.020894] epoch: 3023, [Discriminator :: d_loss: 0.011897], [ Generator :: loss: 4.023999] epoch: 3024, [Discriminator :: d_loss: 0.011839], [ Generator :: loss: 4.128187] epoch: 3025, [Discriminator :: d_loss: 0.015652], [ Generator :: loss: 4.077279] epoch: 3026, [Discriminator :: d_loss: 0.011050], [ 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epoch: 3037, [Discriminator :: d_loss: 0.010585], [ Generator :: loss: 4.165998] epoch: 3038, [Discriminator :: d_loss: 0.011410], [ Generator :: loss: 4.141131] epoch: 3039, [Discriminator :: d_loss: 0.008403], [ Generator :: loss: 4.245054] epoch: 3040, [Discriminator :: d_loss: 0.012370], [ Generator :: loss: 4.285443] epoch: 3041, [Discriminator :: d_loss: 0.011423], [ Generator :: loss: 4.051367] epoch: 3042, [Discriminator :: d_loss: 0.013681], [ Generator :: loss: 4.314734] epoch: 3043, [Discriminator :: d_loss: 0.010962], [ Generator :: loss: 4.158865] epoch: 3044, [Discriminator :: d_loss: 0.012413], [ Generator :: loss: 4.223804] epoch: 3045, [Discriminator :: d_loss: 0.012684], [ Generator :: loss: 4.244842] epoch: 3046, [Discriminator :: d_loss: 0.010819], [ Generator :: loss: 4.141455] epoch: 3047, [Discriminator :: d_loss: 0.012059], [ Generator :: loss: 4.175794] epoch: 3048, [Discriminator :: d_loss: 0.009800], [ Generator :: loss: 4.270139] epoch: 3049, [Discriminator :: d_loss: 0.009967], [ Generator :: loss: 4.267066] epoch: 3050, [Discriminator :: d_loss: 0.008951], [ Generator :: loss: 4.252722] epoch: 3051, [Discriminator :: d_loss: 0.012949], [ Generator :: loss: 4.302606] epoch: 3052, [Discriminator :: d_loss: 0.008857], [ Generator :: loss: 4.409539] epoch: 3053, [Discriminator :: d_loss: 0.007675], [ Generator :: loss: 4.480359] epoch: 3054, [Discriminator :: d_loss: 0.008002], [ Generator :: loss: 4.364543] epoch: 3055, [Discriminator :: d_loss: 0.006916], [ Generator :: loss: 4.462241] epoch: 3056, [Discriminator :: d_loss: 0.009995], [ Generator :: loss: 4.478093] epoch: 3057, [Discriminator :: d_loss: 0.007622], [ Generator :: loss: 4.388223] epoch: 3058, [Discriminator :: d_loss: 0.007484], [ Generator :: loss: 4.620046] epoch: 3059, [Discriminator :: d_loss: 0.006781], [ Generator :: loss: 4.573482] epoch: 3060, [Discriminator :: d_loss: 0.008185], [ Generator :: loss: 4.545081] epoch: 3061, [Discriminator :: d_loss: 0.009433], [ 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epoch: 3074, [Discriminator :: d_loss: 0.006687], [ Generator :: loss: 4.609499] epoch: 3075, [Discriminator :: d_loss: 0.007144], [ Generator :: loss: 4.535320] epoch: 3076, [Discriminator :: d_loss: 0.006692], [ Generator :: loss: 4.669799] epoch: 3077, [Discriminator :: d_loss: 0.006349], [ Generator :: loss: 4.526555] epoch: 3078, [Discriminator :: d_loss: 0.007668], [ Generator :: loss: 4.516039] epoch: 3079, [Discriminator :: d_loss: 0.006582], [ Generator :: loss: 4.414934] epoch: 3080, [Discriminator :: d_loss: 0.007896], [ Generator :: loss: 4.507530] epoch: 3081, [Discriminator :: d_loss: 0.006540], [ Generator :: loss: 4.624832] epoch: 3082, [Discriminator :: d_loss: 0.009756], [ Generator :: loss: 4.535742] epoch: 3083, [Discriminator :: d_loss: 0.008497], [ Generator :: loss: 4.636390] epoch: 3084, [Discriminator :: d_loss: 0.006976], [ Generator :: loss: 4.758623] epoch: 3085, [Discriminator :: d_loss: 0.007874], [ Generator :: loss: 4.600517] epoch: 3086, [Discriminator :: d_loss: 0.007364], [ Generator :: loss: 4.622065] epoch: 3087, [Discriminator :: d_loss: 0.007195], [ Generator :: loss: 4.622837] epoch: 3088, [Discriminator :: d_loss: 0.008742], [ Generator :: loss: 4.557103] epoch: 3089, [Discriminator :: d_loss: 0.005672], [ Generator :: loss: 4.574483] epoch: 3090, [Discriminator :: d_loss: 0.007418], [ Generator :: loss: 4.480453] epoch: 3091, [Discriminator :: d_loss: 0.008811], [ Generator :: loss: 4.568550] epoch: 3092, [Discriminator :: d_loss: 0.007713], [ Generator :: loss: 4.709682] epoch: 3093, [Discriminator :: d_loss: 0.008119], [ Generator :: loss: 4.412457] epoch: 3094, [Discriminator :: d_loss: 0.009146], [ Generator :: loss: 4.538833] epoch: 3095, [Discriminator :: d_loss: 0.008941], [ Generator :: loss: 4.514264] epoch: 3096, [Discriminator :: d_loss: 0.006817], [ Generator :: loss: 4.605548] epoch: 3097, [Discriminator :: d_loss: 0.008702], [ Generator :: loss: 4.501059] epoch: 3098, [Discriminator :: d_loss: 0.008535], [ Generator :: loss: 4.475365] epoch: 3099, [Discriminator :: d_loss: 0.008650], [ Generator :: loss: 4.497335] epoch: 3100, [Discriminator :: d_loss: 0.007971], [ Generator :: loss: 4.667279] epoch: 3101, [Discriminator :: d_loss: 0.006146], [ Generator :: loss: 4.624560] epoch: 3102, [Discriminator :: d_loss: 0.010923], [ Generator :: loss: 4.705042] epoch: 3103, [Discriminator :: d_loss: 0.005758], [ Generator :: loss: 4.528772] epoch: 3104, [Discriminator :: d_loss: 0.006634], [ Generator :: loss: 4.601143] epoch: 3105, [Discriminator :: d_loss: 0.006914], [ Generator :: loss: 4.523893] epoch: 3106, [Discriminator :: d_loss: 0.008476], [ Generator :: loss: 5.155161] epoch: 3107, [Discriminator :: d_loss: 0.005128], [ Generator :: loss: 4.441670] epoch: 3108, [Discriminator :: d_loss: 0.007949], [ Generator :: loss: 4.780737] epoch: 3109, [Discriminator :: d_loss: 0.007835], [ Generator :: loss: 4.565536] epoch: 3110, [Discriminator :: d_loss: 3.527456], [ Generator :: loss: 1.137735] epoch: 3111, [Discriminator :: d_loss: 0.568836], [ Generator :: loss: 1.512050] epoch: 3112, [Discriminator :: d_loss: 0.397044], [ Generator :: loss: 2.898695] epoch: 3113, [Discriminator :: d_loss: 0.095423], [ Generator :: loss: 3.625366] epoch: 3114, [Discriminator :: d_loss: 0.044530], [ Generator :: loss: 4.182575] epoch: 3115, [Discriminator :: d_loss: 0.048323], [ Generator :: loss: 3.528459] epoch: 3116, [Discriminator :: d_loss: 0.048267], [ Generator :: loss: 2.964950] epoch: 3117, [Discriminator :: d_loss: 0.097342], [ Generator :: loss: 3.024171] epoch: 3118, [Discriminator :: d_loss: 0.095108], [ Generator :: loss: 2.961680] epoch: 3119, [Discriminator :: d_loss: 0.098592], [ Generator :: loss: 3.297125] epoch: 3120, [Discriminator :: d_loss: 0.120140], [ Generator :: loss: 3.399159] epoch: 3121, [Discriminator :: d_loss: 0.075766], [ Generator :: loss: 3.607860] epoch: 3122, [Discriminator :: d_loss: 0.080935], [ Generator :: loss: 3.587574] epoch: 3123, [Discriminator :: d_loss: 0.070341], [ Generator :: loss: 3.449711] epoch: 3124, [Discriminator :: d_loss: 0.093782], [ Generator :: loss: 3.382959] epoch: 3125, [Discriminator :: d_loss: 0.095501], [ Generator :: loss: 3.554139] epoch: 3126, [Discriminator :: d_loss: 0.091085], [ Generator :: loss: 3.353020] epoch: 3127, [Discriminator :: d_loss: 0.090241], [ Generator :: loss: 3.599120] epoch: 3128, [Discriminator :: d_loss: 0.068780], [ Generator :: loss: 3.984608] epoch: 3129, [Discriminator :: d_loss: 0.054040], [ Generator :: loss: 3.403214] epoch: 3130, [Discriminator :: d_loss: 0.111962], [ Generator :: loss: 3.940365] epoch: 3131, [Discriminator :: d_loss: 0.050074], [ Generator :: loss: 3.655324] epoch: 3132, [Discriminator :: d_loss: 0.061485], [ Generator :: loss: 2.811062] epoch: 3133, [Discriminator :: d_loss: 0.090200], [ Generator :: loss: 3.438732] epoch: 3134, [Discriminator :: d_loss: 0.059894], [ Generator :: loss: 3.736729] epoch: 3135, [Discriminator :: d_loss: 0.047451], [ Generator :: loss: 3.252606] epoch: 3136, [Discriminator :: d_loss: 0.060919], [ Generator :: loss: 3.612022] epoch: 3137, [Discriminator :: d_loss: 0.058450], [ Generator :: loss: 3.334901] epoch: 3138, [Discriminator :: d_loss: 0.059572], [ Generator :: loss: 3.581942] epoch: 3139, [Discriminator :: d_loss: 0.084134], [ Generator :: loss: 3.698016] epoch: 3140, [Discriminator :: d_loss: 0.043860], [ Generator :: loss: 3.968256] epoch: 3141, [Discriminator :: d_loss: 0.038898], [ Generator :: loss: 3.847675] epoch: 3142, [Discriminator :: d_loss: 0.047476], [ Generator :: loss: 3.539674]
epoch: 3143, [Discriminator :: d_loss: 0.065180], [ Generator :: loss: 3.500344] epoch: 3144, [Discriminator :: d_loss: 0.049497], [ Generator :: loss: 3.810014] epoch: 3145, [Discriminator :: d_loss: 0.044294], [ Generator :: loss: 3.839477] epoch: 3146, [Discriminator :: d_loss: 0.029833], [ Generator :: loss: 3.445854] epoch: 3147, [Discriminator :: d_loss: 0.058652], [ Generator :: loss: 3.639091] epoch: 3148, [Discriminator :: d_loss: 0.049255], [ Generator :: loss: 3.816664] epoch: 3149, [Discriminator :: d_loss: 0.031310], [ Generator :: loss: 3.753368] epoch: 3150, [Discriminator :: d_loss: 0.037908], [ Generator :: loss: 3.569462] epoch: 3151, [Discriminator :: d_loss: 0.040015], [ Generator :: loss: 3.653501] epoch: 3152, [Discriminator :: d_loss: 0.044690], [ Generator :: loss: 3.690248] epoch: 3153, [Discriminator :: d_loss: 0.041358], [ Generator :: loss: 3.552863] epoch: 3154, [Discriminator :: d_loss: 0.051766], [ Generator :: loss: 3.573904] epoch: 3155, [Discriminator :: d_loss: 0.042769], [ Generator :: loss: 3.686124] epoch: 3156, [Discriminator :: d_loss: 0.035466], [ Generator :: loss: 3.897936] epoch: 3157, [Discriminator :: d_loss: 0.035938], [ Generator :: loss: 3.793636] epoch: 3158, [Discriminator :: d_loss: 0.025524], [ Generator :: loss: 3.948746] epoch: 3159, [Discriminator :: d_loss: 0.030037], [ Generator :: loss: 3.695005] epoch: 3160, [Discriminator :: d_loss: 0.022812], [ Generator :: loss: 3.783664] epoch: 3161, [Discriminator :: d_loss: 0.027304], [ Generator :: loss: 3.582381] epoch: 3162, [Discriminator :: d_loss: 0.039497], [ Generator :: loss: 3.657677] epoch: 3163, [Discriminator :: d_loss: 0.042542], [ Generator :: loss: 3.801304] epoch: 3164, [Discriminator :: d_loss: 0.027380], [ Generator :: loss: 4.009557] epoch: 3165, [Discriminator :: d_loss: 0.025723], [ Generator :: loss: 3.925324] epoch: 3166, [Discriminator :: d_loss: 0.018913], [ Generator :: loss: 3.915194] epoch: 3167, [Discriminator :: d_loss: 0.026568], [ Generator :: loss: 3.866028] epoch: 3168, [Discriminator :: d_loss: 0.022719], [ Generator :: loss: 3.865293] epoch: 3169, [Discriminator :: d_loss: 0.023424], [ Generator :: loss: 3.881044] epoch: 3170, [Discriminator :: d_loss: 0.024333], [ Generator :: loss: 3.802410] epoch: 3171, [Discriminator :: d_loss: 0.021834], [ Generator :: loss: 3.820077] epoch: 3172, [Discriminator :: d_loss: 0.021015], [ Generator :: loss: 3.819795] epoch: 3173, [Discriminator :: d_loss: 0.023516], [ Generator :: loss: 3.733714] epoch: 3174, [Discriminator :: d_loss: 0.023166], [ Generator :: loss: 3.597939] epoch: 3175, [Discriminator :: d_loss: 0.027427], [ Generator :: loss: 3.673290] epoch: 3176, [Discriminator :: d_loss: 0.032322], [ Generator :: loss: 3.776790] epoch: 3177, [Discriminator :: d_loss: 0.026334], [ Generator :: loss: 3.795785] epoch: 3178, [Discriminator :: d_loss: 0.022808], [ Generator :: loss: 3.867575] epoch: 3179, [Discriminator :: d_loss: 0.017063], [ Generator :: loss: 4.050076] epoch: 3180, [Discriminator :: d_loss: 0.029478], [ Generator :: loss: 3.987607] epoch: 3181, [Discriminator :: d_loss: 0.016572], [ Generator :: loss: 3.949228] epoch: 3182, [Discriminator :: d_loss: 0.019712], [ Generator :: loss: 4.074084] epoch: 3183, [Discriminator :: d_loss: 0.018487], [ Generator :: loss: 4.036436] epoch: 3184, [Discriminator :: d_loss: 0.017974], [ Generator :: loss: 3.656148] epoch: 3185, [Discriminator :: d_loss: 0.017848], [ Generator :: loss: 3.577920] epoch: 3186, [Discriminator :: d_loss: 0.036120], [ Generator :: loss: 3.716164] epoch: 3187, [Discriminator :: d_loss: 0.021794], [ Generator :: loss: 3.913327] epoch: 3188, [Discriminator :: d_loss: 0.021130], [ Generator :: loss: 4.091825] epoch: 3189, [Discriminator :: d_loss: 0.020943], [ Generator :: loss: 3.924082] epoch: 3190, [Discriminator :: d_loss: 0.010554], [ Generator :: loss: 4.008404] epoch: 3191, [Discriminator :: d_loss: 0.021991], [ Generator :: loss: 4.073744] epoch: 3192, [Discriminator :: d_loss: 0.019992], [ Generator :: loss: 4.090108] epoch: 3193, [Discriminator :: d_loss: 0.020476], [ Generator :: loss: 4.252800] epoch: 3194, [Discriminator :: d_loss: 0.019150], [ Generator :: loss: 4.563776] epoch: 3195, [Discriminator :: d_loss: 0.017460], [ Generator :: loss: 4.551922] epoch: 3196, [Discriminator :: d_loss: 0.013960], [ Generator :: loss: 4.347322] epoch: 3197, [Discriminator :: d_loss: 0.015461], [ Generator :: loss: 4.459424] epoch: 3198, [Discriminator :: d_loss: 0.013590], [ Generator :: loss: 4.278560] epoch: 3199, [Discriminator :: d_loss: 0.014943], [ Generator :: loss: 4.489224] epoch: 3200, [Discriminator :: d_loss: 0.012603], [ Generator :: loss: 4.311205] epoch: 3201, [Discriminator :: d_loss: 0.016822], [ Generator :: loss: 4.398254] epoch: 3202, [Discriminator :: d_loss: 0.014226], [ Generator :: loss: 4.126219] epoch: 3203, [Discriminator :: d_loss: 0.015715], [ Generator :: loss: 4.125249] epoch: 3204, [Discriminator :: d_loss: 1.363919], [ 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epoch: 3217, [Discriminator :: d_loss: 0.033896], [ Generator :: loss: 3.802732] epoch: 3218, [Discriminator :: d_loss: 0.030365], [ Generator :: loss: 3.650731] epoch: 3219, [Discriminator :: d_loss: 0.038600], [ Generator :: loss: 3.916884] epoch: 3220, [Discriminator :: d_loss: 0.021463], [ Generator :: loss: 4.095813] epoch: 3221, [Discriminator :: d_loss: 0.022302], [ Generator :: loss: 4.019432] epoch: 3222, [Discriminator :: d_loss: 0.019150], [ Generator :: loss: 4.201047] epoch: 3223, [Discriminator :: d_loss: 0.018485], [ Generator :: loss: 3.848855] epoch: 3224, [Discriminator :: d_loss: 0.028571], [ Generator :: loss: 3.770992] epoch: 3225, [Discriminator :: d_loss: 0.026029], [ Generator :: loss: 3.792230] epoch: 3226, [Discriminator :: d_loss: 0.020383], [ Generator :: loss: 4.047047] epoch: 3227, [Discriminator :: d_loss: 0.020831], [ Generator :: loss: 3.996535] epoch: 3228, [Discriminator :: d_loss: 0.016688], [ Generator :: loss: 3.812900] epoch: 3229, [Discriminator 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epoch: 3251, [Discriminator :: d_loss: 0.017447], [ Generator :: loss: 4.415619] epoch: 3252, [Discriminator :: d_loss: 0.012320], [ Generator :: loss: 4.080131] epoch: 3253, [Discriminator :: d_loss: 0.019497], [ Generator :: loss: 4.520923] epoch: 3254, [Discriminator :: d_loss: 0.013683], [ Generator :: loss: 4.450788] epoch: 3255, [Discriminator :: d_loss: 0.015318], [ Generator :: loss: 4.328947] epoch: 3256, [Discriminator :: d_loss: 0.019168], [ Generator :: loss: 4.403311] epoch: 3257, [Discriminator :: d_loss: 0.015699], [ Generator :: loss: 4.336039] epoch: 3258, [Discriminator :: d_loss: 0.020416], [ Generator :: loss: 4.464639] epoch: 3259, [Discriminator :: d_loss: 0.015052], [ Generator :: loss: 4.458361] epoch: 3260, [Discriminator :: d_loss: 0.010215], [ Generator :: loss: 4.624178] epoch: 3261, [Discriminator :: d_loss: 0.013475], [ Generator :: loss: 4.244978] epoch: 3262, [Discriminator :: d_loss: 0.015713], [ Generator :: loss: 4.638445] epoch: 3263, [Discriminator :: d_loss: 0.009877], [ Generator :: loss: 4.603241] epoch: 3264, [Discriminator :: d_loss: 0.015913], [ Generator :: loss: 4.621106] epoch: 3265, [Discriminator :: d_loss: 0.011773], [ Generator :: loss: 4.519654] epoch: 3266, [Discriminator :: d_loss: 0.011752], [ Generator :: loss: 4.678450] epoch: 3267, [Discriminator :: d_loss: 0.010932], [ Generator :: loss: 4.721473] epoch: 3268, [Discriminator :: d_loss: 0.010005], [ Generator :: loss: 4.641463] epoch: 3269, [Discriminator :: d_loss: 0.011004], [ Generator :: loss: 4.600388] epoch: 3270, [Discriminator :: d_loss: 0.012520], [ Generator :: loss: 4.749575] epoch: 3271, [Discriminator :: d_loss: 0.011678], [ Generator :: loss: 4.484391] epoch: 3272, [Discriminator :: d_loss: 0.012307], [ Generator :: loss: 4.369143] epoch: 3273, [Discriminator :: d_loss: 0.011489], [ Generator :: loss: 4.459092] epoch: 3274, [Discriminator :: d_loss: 0.013933], [ Generator :: loss: 4.426983] epoch: 3275, [Discriminator :: d_loss: 0.011927], [ 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epoch: 3288, [Discriminator :: d_loss: 0.010423], [ Generator :: loss: 4.627181] epoch: 3289, [Discriminator :: d_loss: 0.012798], [ Generator :: loss: 4.729855] epoch: 3290, [Discriminator :: d_loss: 0.016491], [ Generator :: loss: 4.584483] epoch: 3291, [Discriminator :: d_loss: 0.011411], [ Generator :: loss: 4.580220] epoch: 3292, [Discriminator :: d_loss: 0.008253], [ Generator :: loss: 4.720986] epoch: 3293, [Discriminator :: d_loss: 0.008707], [ Generator :: loss: 4.621080] epoch: 3294, [Discriminator :: d_loss: 0.008875], [ Generator :: loss: 4.431924] epoch: 3295, [Discriminator :: d_loss: 0.013609], [ Generator :: loss: 4.606013] epoch: 3296, [Discriminator :: d_loss: 0.010814], [ Generator :: loss: 4.580273] epoch: 3297, [Discriminator :: d_loss: 0.012590], [ Generator :: loss: 4.511611] epoch: 3298, [Discriminator :: d_loss: 0.010412], [ Generator :: loss: 4.404482] epoch: 3299, [Discriminator :: d_loss: 0.009352], [ Generator :: loss: 4.764687] epoch: 3300, [Discriminator :: d_loss: 0.007500], [ Generator :: loss: 4.669705] epoch: 3301, [Discriminator :: d_loss: 0.009698], [ Generator :: loss: 4.537466] epoch: 3302, [Discriminator :: d_loss: 0.012006], [ Generator :: loss: 4.561126] epoch: 3303, [Discriminator :: d_loss: 0.007601], [ Generator :: loss: 4.742890] epoch: 3304, [Discriminator :: d_loss: 0.009785], [ Generator :: loss: 4.544299] epoch: 3305, [Discriminator :: d_loss: 0.011459], [ Generator :: loss: 4.706942] epoch: 3306, [Discriminator :: d_loss: 0.008429], [ Generator :: loss: 4.659120] epoch: 3307, [Discriminator :: d_loss: 0.008496], [ Generator :: loss: 4.531029] epoch: 3308, [Discriminator :: d_loss: 0.009442], [ Generator :: loss: 4.642326] epoch: 3309, [Discriminator :: d_loss: 0.011437], [ Generator :: loss: 4.558757] epoch: 3310, [Discriminator :: d_loss: 0.009765], [ Generator :: loss: 4.608374] epoch: 3311, [Discriminator :: d_loss: 0.013849], [ Generator :: loss: 4.780528] epoch: 3312, [Discriminator :: d_loss: 0.009055], [ 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epoch: 3325, [Discriminator :: d_loss: 0.009145], [ Generator :: loss: 4.680390] epoch: 3326, [Discriminator :: d_loss: 0.009281], [ Generator :: loss: 4.667108] epoch: 3327, [Discriminator :: d_loss: 0.007174], [ Generator :: loss: 4.637363] epoch: 3328, [Discriminator :: d_loss: 0.009219], [ Generator :: loss: 4.492352] epoch: 3329, [Discriminator :: d_loss: 0.010721], [ Generator :: loss: 4.733545] epoch: 3330, [Discriminator :: d_loss: 0.009427], [ Generator :: loss: 4.841643] epoch: 3331, [Discriminator :: d_loss: 0.007173], [ Generator :: loss: 4.893562] epoch: 3332, [Discriminator :: d_loss: 1.483303], [ Generator :: loss: 2.049156] epoch: 3333, [Discriminator :: d_loss: 0.667820], [ Generator :: loss: 2.711873] epoch: 3334, [Discriminator :: d_loss: 0.333136], [ Generator :: loss: 3.316140] epoch: 3335, [Discriminator :: d_loss: 0.170006], [ Generator :: loss: 4.769430] epoch: 3336, [Discriminator :: d_loss: 0.030410], [ Generator :: loss: 5.680820] epoch: 3337, [Discriminator :: d_loss: 0.048923], [ Generator :: loss: 5.256242] epoch: 3338, [Discriminator :: d_loss: 0.024487], [ Generator :: loss: 5.058137] epoch: 3339, [Discriminator :: d_loss: 0.023609], [ Generator :: loss: 4.477124] epoch: 3340, [Discriminator :: d_loss: 0.052010], [ Generator :: loss: 4.131897] epoch: 3341, [Discriminator :: d_loss: 0.043163], [ Generator :: loss: 3.864211] epoch: 3342, [Discriminator :: d_loss: 0.044932], [ Generator :: loss: 3.675301] epoch: 3343, [Discriminator :: d_loss: 0.053101], [ Generator :: loss: 3.822194] epoch: 3344, [Discriminator :: d_loss: 0.069675], [ Generator :: loss: 3.668111] epoch: 3345, [Discriminator :: d_loss: 0.086360], [ Generator :: loss: 4.435529] epoch: 3346, [Discriminator :: d_loss: 0.041561], [ Generator :: loss: 4.422357] epoch: 3347, [Discriminator :: d_loss: 0.043625], [ Generator :: loss: 4.130595] epoch: 3348, [Discriminator :: d_loss: 0.042060], [ Generator :: loss: 4.101976] epoch: 3349, [Discriminator :: d_loss: 0.061028], [ 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epoch: 3355, [Discriminator :: d_loss: 0.092500], [ Generator :: loss: 4.290685] epoch: 3356, [Discriminator :: d_loss: 0.032027], [ Generator :: loss: 3.972469] epoch: 3357, [Discriminator :: d_loss: 0.033033], [ Generator :: loss: 3.819576] epoch: 3358, [Discriminator :: d_loss: 0.042106], [ Generator :: loss: 2.874158] epoch: 3359, [Discriminator :: d_loss: 0.060773], [ Generator :: loss: 3.647306] epoch: 3360, [Discriminator :: d_loss: 0.054399], [ Generator :: loss: 4.064400] epoch: 3361, [Discriminator :: d_loss: 0.053740], [ Generator :: loss: 3.934762] epoch: 3362, [Discriminator :: d_loss: 0.047970], [ Generator :: loss: 3.832413] epoch: 3363, [Discriminator :: d_loss: 0.043784], [ Generator :: loss: 3.679123] epoch: 3364, [Discriminator :: d_loss: 0.046865], [ Generator :: loss: 2.946721] epoch: 3365, [Discriminator :: d_loss: 0.072935], [ Generator :: loss: 3.601907] epoch: 3366, [Discriminator :: d_loss: 0.041584], [ Generator :: loss: 3.571791] epoch: 3367, [Discriminator :: d_loss: 0.041212], [ Generator :: loss: 4.112615] epoch: 3368, [Discriminator :: d_loss: 0.037559], [ Generator :: loss: 3.704435] epoch: 3369, [Discriminator :: d_loss: 0.036173], [ Generator :: loss: 3.494515] epoch: 3370, [Discriminator :: d_loss: 0.038283], [ Generator :: loss: 3.461190] epoch: 3371, [Discriminator :: d_loss: 0.050476], [ Generator :: loss: 4.136518] epoch: 3372, [Discriminator :: d_loss: 0.050438], [ Generator :: loss: 4.136427] epoch: 3373, [Discriminator :: d_loss: 0.026504], [ Generator :: loss: 3.692651] epoch: 3374, [Discriminator :: d_loss: 0.028787], [ Generator :: loss: 3.663317] epoch: 3375, [Discriminator :: d_loss: 0.026500], [ Generator :: loss: 4.054659] epoch: 3376, [Discriminator :: d_loss: 0.026648], [ Generator :: loss: 3.827890] epoch: 3377, [Discriminator :: d_loss: 0.029237], [ Generator :: loss: 3.581757] epoch: 3378, [Discriminator :: d_loss: 0.052625], [ Generator :: loss: 3.645871] epoch: 3379, [Discriminator :: d_loss: 0.035974], [ Generator :: loss: 3.919989] epoch: 3380, [Discriminator :: d_loss: 0.030717], [ Generator :: loss: 3.701489] epoch: 3381, [Discriminator :: d_loss: 0.030471], [ Generator :: loss: 3.898041] epoch: 3382, [Discriminator :: d_loss: 0.030242], [ Generator :: loss: 3.902299] epoch: 3383, [Discriminator :: d_loss: 0.028715], [ Generator :: loss: 4.234447] epoch: 3384, [Discriminator :: d_loss: 0.023584], [ Generator :: loss: 4.013975] epoch: 3385, [Discriminator :: d_loss: 0.024973], [ Generator :: loss: 3.860754] epoch: 3386, [Discriminator :: d_loss: 0.026992], [ Generator :: loss: 3.984732] epoch: 3387, [Discriminator :: d_loss: 0.033635], [ Generator :: loss: 3.870456] epoch: 3388, [Discriminator :: d_loss: 0.033888], [ Generator :: loss: 3.829047] epoch: 3389, [Discriminator :: d_loss: 0.023650], [ Generator :: loss: 4.074483] epoch: 3390, [Discriminator :: d_loss: 0.028012], [ Generator :: loss: 4.059973] epoch: 3391, [Discriminator :: d_loss: 0.017873], [ Generator :: loss: 3.930831] epoch: 3392, [Discriminator :: d_loss: 0.017484], [ Generator :: loss: 3.916719] epoch: 3393, [Discriminator :: d_loss: 0.023277], [ Generator :: loss: 3.930646] epoch: 3394, [Discriminator :: d_loss: 0.024461], [ Generator :: loss: 3.982183] epoch: 3395, [Discriminator :: d_loss: 0.019487], [ Generator :: loss: 3.860039] epoch: 3396, [Discriminator :: d_loss: 0.017170], [ Generator :: loss: 3.884536] epoch: 3397, [Discriminator :: d_loss: 0.021431], [ Generator :: loss: 3.931695] epoch: 3398, [Discriminator :: d_loss: 0.020214], [ Generator :: loss: 4.233594] epoch: 3399, [Discriminator :: d_loss: 0.027707], [ Generator :: loss: 3.954805] epoch: 3400, [Discriminator :: d_loss: 0.019436], [ Generator :: loss: 4.044501] epoch: 3401, [Discriminator :: d_loss: 0.017215], [ Generator :: loss: 3.965922] epoch: 3402, [Discriminator :: d_loss: 0.020317], [ Generator :: loss: 4.319295] epoch: 3403, [Discriminator :: d_loss: 0.010848], [ Generator :: loss: 4.056876] epoch: 3404, [Discriminator :: d_loss: 0.019246], [ Generator :: loss: 4.321418] epoch: 3405, [Discriminator :: d_loss: 0.015814], [ Generator :: loss: 4.244857] epoch: 3406, [Discriminator :: d_loss: 0.014399], [ Generator :: loss: 4.179775] epoch: 3407, [Discriminator :: d_loss: 0.011665], [ Generator :: loss: 4.198146] epoch: 3408, [Discriminator :: d_loss: 0.011806], [ Generator :: loss: 4.111915] epoch: 3409, [Discriminator :: d_loss: 0.014343], [ Generator :: loss: 4.113418] epoch: 3410, [Discriminator :: d_loss: 0.014656], [ Generator :: loss: 4.288651] epoch: 3411, [Discriminator :: d_loss: 0.013605], [ Generator :: loss: 4.212927] epoch: 3412, [Discriminator :: d_loss: 0.014183], [ Generator :: loss: 4.329772] epoch: 3413, [Discriminator :: d_loss: 0.014303], [ Generator :: loss: 4.278391] epoch: 3414, [Discriminator :: d_loss: 0.013204], [ Generator :: loss: 3.967221] epoch: 3415, [Discriminator :: d_loss: 0.015914], [ Generator :: loss: 4.044681] epoch: 3416, [Discriminator :: d_loss: 0.013337], [ 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epoch: 3429, [Discriminator :: d_loss: 0.008536], [ Generator :: loss: 4.200721] epoch: 3430, [Discriminator :: d_loss: 0.013171], [ Generator :: loss: 4.266268] epoch: 3431, [Discriminator :: d_loss: 0.009832], [ Generator :: loss: 4.216704] epoch: 3432, [Discriminator :: d_loss: 0.011804], [ Generator :: loss: 4.394300] epoch: 3433, [Discriminator :: d_loss: 0.011381], [ Generator :: loss: 4.246950] epoch: 3434, [Discriminator :: d_loss: 0.011298], [ Generator :: loss: 4.175459] epoch: 3435, [Discriminator :: d_loss: 0.009647], [ Generator :: loss: 4.452085] epoch: 3436, [Discriminator :: d_loss: 0.009821], [ Generator :: loss: 4.343034] epoch: 3437, [Discriminator :: d_loss: 0.009685], [ Generator :: loss: 4.227669] epoch: 3438, [Discriminator :: d_loss: 0.009827], [ Generator :: loss: 4.404496] epoch: 3439, [Discriminator :: d_loss: 0.010599], [ Generator :: loss: 4.298023] epoch: 3440, [Discriminator :: d_loss: 0.010787], [ Generator :: loss: 4.877948] epoch: 3441, [Discriminator 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epoch: 3464, [Discriminator :: d_loss: 0.022651], [ Generator :: loss: 3.956975] epoch: 3465, [Discriminator :: d_loss: 0.016619], [ Generator :: loss: 3.883910] epoch: 3466, [Discriminator :: d_loss: 0.022318], [ Generator :: loss: 3.935082] epoch: 3467, [Discriminator :: d_loss: 0.016196], [ Generator :: loss: 3.905735] epoch: 3468, [Discriminator :: d_loss: 0.016342], [ Generator :: loss: 4.008906] epoch: 3469, [Discriminator :: d_loss: 0.015053], [ Generator :: loss: 4.104884] epoch: 3470, [Discriminator :: d_loss: 0.012575], [ Generator :: loss: 4.108613] epoch: 3471, [Discriminator :: d_loss: 0.014221], [ Generator :: loss: 3.977071] epoch: 3472, [Discriminator :: d_loss: 0.013402], [ Generator :: loss: 3.923760] epoch: 3473, [Discriminator :: d_loss: 0.013892], [ Generator :: loss: 3.778432] epoch: 3474, [Discriminator :: d_loss: 0.016884], [ Generator :: loss: 4.053058] epoch: 3475, [Discriminator :: d_loss: 0.017239], [ Generator :: loss: 3.839211] epoch: 3476, [Discriminator :: d_loss: 0.011548], [ Generator :: loss: 3.896030] epoch: 3477, [Discriminator :: d_loss: 0.020790], [ Generator :: loss: 3.935640] epoch: 3478, [Discriminator :: d_loss: 0.018631], [ Generator :: loss: 4.042475] epoch: 3479, [Discriminator :: d_loss: 0.014620], [ Generator :: loss: 3.932229] epoch: 3480, [Discriminator :: d_loss: 0.015716], [ Generator :: loss: 4.099493] epoch: 3481, [Discriminator :: d_loss: 0.013269], [ Generator :: loss: 3.993317] epoch: 3482, [Discriminator :: d_loss: 0.013346], [ Generator :: loss: 4.233657] epoch: 3483, [Discriminator :: d_loss: 0.015808], [ Generator :: loss: 4.078783] epoch: 3484, [Discriminator :: d_loss: 0.014248], [ Generator :: loss: 4.047659] epoch: 3485, [Discriminator :: d_loss: 0.015498], [ Generator :: loss: 4.095181] epoch: 3486, [Discriminator :: d_loss: 0.014005], [ Generator :: loss: 4.000336] epoch: 3487, [Discriminator :: d_loss: 0.015035], [ Generator :: loss: 4.323908] epoch: 3488, [Discriminator :: d_loss: 0.012908], [ 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epoch: 3501, [Discriminator :: d_loss: 0.013919], [ Generator :: loss: 4.122834] epoch: 3502, [Discriminator :: d_loss: 0.014106], [ Generator :: loss: 4.120100] epoch: 3503, [Discriminator :: d_loss: 0.012476], [ Generator :: loss: 4.210403] epoch: 3504, [Discriminator :: d_loss: 0.015290], [ Generator :: loss: 4.530694] epoch: 3505, [Discriminator :: d_loss: 0.014248], [ Generator :: loss: 4.316538] epoch: 3506, [Discriminator :: d_loss: 0.011717], [ Generator :: loss: 4.322344] epoch: 3507, [Discriminator :: d_loss: 0.009156], [ Generator :: loss: 4.747790] epoch: 3508, [Discriminator :: d_loss: 0.011275], [ Generator :: loss: 4.550076] epoch: 3509, [Discriminator :: d_loss: 0.007798], [ Generator :: loss: 4.338960] epoch: 3510, [Discriminator :: d_loss: 0.007572], [ Generator :: loss: 4.376595] epoch: 3511, [Discriminator :: d_loss: 0.007711], [ Generator :: loss: 4.507565] epoch: 3512, [Discriminator :: d_loss: 0.009641], [ Generator :: loss: 4.335911] epoch: 3513, [Discriminator :: d_loss: 0.012093], [ Generator :: loss: 4.323193] epoch: 3514, [Discriminator :: d_loss: 0.010411], [ Generator :: loss: 4.495738] epoch: 3515, [Discriminator :: d_loss: 0.009072], [ Generator :: loss: 4.369367] epoch: 3516, [Discriminator :: d_loss: 0.008894], [ Generator :: loss: 4.538518] epoch: 3517, [Discriminator :: d_loss: 0.010725], [ Generator :: loss: 4.405311] epoch: 3518, [Discriminator :: d_loss: 0.008997], [ Generator :: loss: 4.449185] epoch: 3519, [Discriminator :: d_loss: 0.008425], [ Generator :: loss: 4.251440] epoch: 3520, [Discriminator :: d_loss: 0.012532], [ Generator :: loss: 4.442354] epoch: 3521, [Discriminator :: d_loss: 0.009787], [ Generator :: loss: 4.320308] epoch: 3522, [Discriminator :: d_loss: 0.009809], [ Generator :: loss: 4.343165] epoch: 3523, [Discriminator :: d_loss: 0.009411], [ Generator :: loss: 4.208656] epoch: 3524, [Discriminator :: d_loss: 0.008724], [ Generator :: loss: 4.229125] epoch: 3525, [Discriminator :: d_loss: 0.011399], [ 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epoch: 3538, [Discriminator :: d_loss: 0.009876], [ Generator :: loss: 4.348188] epoch: 3539, [Discriminator :: d_loss: 0.011986], [ Generator :: loss: 4.644882] epoch: 3540, [Discriminator :: d_loss: 0.008698], [ Generator :: loss: 4.528416] epoch: 3541, [Discriminator :: d_loss: 0.009563], [ Generator :: loss: 4.494434] epoch: 3542, [Discriminator :: d_loss: 0.007704], [ Generator :: loss: 4.669290] epoch: 3543, [Discriminator :: d_loss: 0.008564], [ Generator :: loss: 4.514603] epoch: 3544, [Discriminator :: d_loss: 0.006978], [ Generator :: loss: 4.475013] epoch: 3545, [Discriminator :: d_loss: 0.006029], [ Generator :: loss: 4.558286] epoch: 3546, [Discriminator :: d_loss: 0.007234], [ Generator :: loss: 4.309578] epoch: 3547, [Discriminator :: d_loss: 0.008730], [ Generator :: loss: 4.640624] epoch: 3548, [Discriminator :: d_loss: 0.008530], [ Generator :: loss: 4.490269] epoch: 3549, [Discriminator :: d_loss: 0.007953], [ Generator :: loss: 4.532638] epoch: 3550, [Discriminator :: d_loss: 0.006861], [ Generator :: loss: 4.556707] epoch: 3551, [Discriminator :: d_loss: 0.007621], [ Generator :: loss: 4.595093] epoch: 3552, [Discriminator :: d_loss: 0.006421], [ Generator :: loss: 4.628314] epoch: 3553, [Discriminator :: d_loss: 0.006977], [ Generator :: loss: 4.812986] epoch: 3554, [Discriminator :: d_loss: 0.007946], [ Generator :: loss: 4.729505] epoch: 3555, [Discriminator :: d_loss: 0.005066], [ Generator :: loss: 4.550175] epoch: 3556, [Discriminator :: d_loss: 0.006116], [ Generator :: loss: 4.584845] epoch: 3557, [Discriminator :: d_loss: 0.006806], [ Generator :: loss: 4.446320] epoch: 3558, [Discriminator :: d_loss: 0.007362], [ Generator :: loss: 4.367361] epoch: 3559, [Discriminator :: d_loss: 0.008377], [ Generator :: loss: 4.723856] epoch: 3560, [Discriminator :: d_loss: 0.007064], [ Generator :: loss: 4.672192] epoch: 3561, [Discriminator :: d_loss: 0.006977], [ Generator :: loss: 4.611609] epoch: 3562, [Discriminator :: d_loss: 0.008073], [ Generator :: loss: 4.503032] epoch: 3563, [Discriminator :: d_loss: 0.008998], [ Generator :: loss: 4.830050] epoch: 3564, [Discriminator :: d_loss: 0.006594], [ Generator :: loss: 4.772027] epoch: 3565, [Discriminator :: d_loss: 0.005639], [ Generator :: loss: 4.733139] epoch: 3566, [Discriminator :: d_loss: 0.004787], [ Generator :: loss: 4.818722] epoch: 3567, [Discriminator :: d_loss: 0.006513], [ Generator :: loss: 4.697805] epoch: 3568, [Discriminator :: d_loss: 0.006298], [ Generator :: loss: 4.723488] epoch: 3569, [Discriminator :: d_loss: 0.007996], [ Generator :: loss: 4.441339]
epoch: 3570, [Discriminator :: d_loss: 0.007365], [ Generator :: loss: 4.686761] epoch: 3571, [Discriminator :: d_loss: 0.008301], [ Generator :: loss: 4.518240] epoch: 3572, [Discriminator :: d_loss: 0.006108], [ Generator :: loss: 4.662689] epoch: 3573, [Discriminator :: d_loss: 0.008528], [ Generator :: loss: 4.512426] epoch: 3574, [Discriminator :: d_loss: 0.007420], [ Generator :: loss: 4.850203] epoch: 3575, [Discriminator :: d_loss: 0.007911], [ Generator :: loss: 4.888797] epoch: 3576, [Discriminator :: d_loss: 0.006570], [ Generator :: loss: 4.842468] epoch: 3577, [Discriminator :: d_loss: 0.005698], [ Generator :: loss: 4.898689] epoch: 3578, [Discriminator :: d_loss: 0.005069], [ Generator :: loss: 5.170280] epoch: 3579, [Discriminator :: d_loss: 0.006089], [ Generator :: loss: 4.863487] epoch: 3580, [Discriminator :: d_loss: 0.005314], [ Generator :: loss: 4.757726] epoch: 3581, [Discriminator :: d_loss: 0.006204], [ Generator :: loss: 4.842675] epoch: 3582, [Discriminator :: d_loss: 0.005646], [ Generator :: loss: 4.878626] epoch: 3583, [Discriminator :: d_loss: 0.006451], [ Generator :: loss: 4.817801] epoch: 3584, [Discriminator :: d_loss: 0.004861], [ Generator :: loss: 4.972587] epoch: 3585, [Discriminator :: d_loss: 0.005888], [ Generator :: loss: 4.714838] epoch: 3586, [Discriminator :: d_loss: 0.006021], [ Generator :: loss: 4.751107] epoch: 3587, [Discriminator :: d_loss: 0.006736], [ Generator :: loss: 4.613407] epoch: 3588, [Discriminator :: d_loss: 0.004682], [ Generator :: loss: 4.733447] epoch: 3589, [Discriminator :: d_loss: 0.006652], [ Generator :: loss: 4.827237] epoch: 3590, [Discriminator :: d_loss: 0.006142], [ Generator :: loss: 4.668195] epoch: 3591, [Discriminator :: d_loss: 0.005635], [ Generator :: loss: 4.576538] epoch: 3592, [Discriminator :: d_loss: 0.006425], [ Generator :: loss: 4.700185] epoch: 3593, [Discriminator :: d_loss: 0.007170], [ Generator :: loss: 5.002141] epoch: 3594, [Discriminator :: d_loss: 0.007554], [ 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epoch: 3607, [Discriminator :: d_loss: 0.007107], [ Generator :: loss: 4.678501] epoch: 3608, [Discriminator :: d_loss: 0.008096], [ Generator :: loss: 4.680473] epoch: 3609, [Discriminator :: d_loss: 0.004457], [ Generator :: loss: 4.732435] epoch: 3610, [Discriminator :: d_loss: 0.007511], [ Generator :: loss: 4.955671] epoch: 3611, [Discriminator :: d_loss: 0.005772], [ Generator :: loss: 4.807089] epoch: 3612, [Discriminator :: d_loss: 0.005623], [ Generator :: loss: 4.933225] epoch: 3613, [Discriminator :: d_loss: 0.006098], [ Generator :: loss: 4.936777] epoch: 3614, [Discriminator :: d_loss: 0.005528], [ Generator :: loss: 4.845253] epoch: 3615, [Discriminator :: d_loss: 0.004921], [ Generator :: loss: 4.774173] epoch: 3616, [Discriminator :: d_loss: 0.006315], [ Generator :: loss: 4.845349] epoch: 3617, [Discriminator :: d_loss: 0.005525], [ Generator :: loss: 4.733448] epoch: 3618, [Discriminator :: d_loss: 0.004950], [ Generator :: loss: 4.828054] epoch: 3619, [Discriminator :: d_loss: 0.006528], [ Generator :: loss: 4.732923] epoch: 3620, [Discriminator :: d_loss: 0.006158], [ Generator :: loss: 4.823949] epoch: 3621, [Discriminator :: d_loss: 0.005836], [ Generator :: loss: 4.780457] epoch: 3622, [Discriminator :: d_loss: 0.004786], [ Generator :: loss: 4.773457] epoch: 3623, [Discriminator :: d_loss: 0.006039], [ Generator :: loss: 4.851490] epoch: 3624, [Discriminator :: d_loss: 0.004922], [ Generator :: loss: 5.641887] epoch: 3625, [Discriminator :: d_loss: 0.004176], [ Generator :: loss: 5.236099] epoch: 3626, [Discriminator :: d_loss: 0.005910], [ Generator :: loss: 5.213200] epoch: 3627, [Discriminator :: d_loss: 0.004009], [ Generator :: loss: 5.018924] epoch: 3628, [Discriminator :: d_loss: 0.005217], [ Generator :: loss: 5.067021] epoch: 3629, [Discriminator :: d_loss: 0.005496], [ Generator :: loss: 4.907453] epoch: 3630, [Discriminator :: d_loss: 0.004447], [ Generator :: loss: 4.947843] epoch: 3631, [Discriminator :: d_loss: 0.005375], [ Generator :: loss: 4.976743] epoch: 3632, [Discriminator :: d_loss: 0.005478], [ Generator :: loss: 4.868915] epoch: 3633, [Discriminator :: d_loss: 0.005854], [ Generator :: loss: 4.953104] epoch: 3634, [Discriminator :: d_loss: 0.005199], [ Generator :: loss: 5.016292] epoch: 3635, [Discriminator :: d_loss: 0.004492], [ Generator :: loss: 5.034777] epoch: 3636, [Discriminator :: d_loss: 0.004456], [ Generator :: loss: 5.005813] epoch: 3637, [Discriminator :: d_loss: 0.004551], [ Generator :: loss: 4.980588] epoch: 3638, [Discriminator :: d_loss: 0.004404], [ Generator :: loss: 4.910062] epoch: 3639, [Discriminator :: d_loss: 0.004749], [ Generator :: loss: 4.985345] epoch: 3640, [Discriminator :: d_loss: 0.003958], [ Generator :: loss: 5.178844] epoch: 3641, [Discriminator :: d_loss: 0.004589], [ Generator :: loss: 5.041175] epoch: 3642, [Discriminator :: d_loss: 0.004557], [ Generator :: loss: 5.008141] epoch: 3643, [Discriminator :: d_loss: 0.003815], [ Generator :: loss: 5.006136] epoch: 3644, [Discriminator :: d_loss: 0.004309], [ Generator :: loss: 4.981110] epoch: 3645, [Discriminator :: d_loss: 0.006281], [ Generator :: loss: 4.926833] epoch: 3646, [Discriminator :: d_loss: 0.005129], [ Generator :: loss: 4.939328] epoch: 3647, [Discriminator :: d_loss: 0.003047], [ Generator :: loss: 5.106497] epoch: 3648, [Discriminator :: d_loss: 0.003414], [ Generator :: loss: 5.189709] epoch: 3649, [Discriminator :: d_loss: 0.003708], [ Generator :: loss: 5.031984] epoch: 3650, [Discriminator :: d_loss: 0.003574], [ Generator :: loss: 5.382998] epoch: 3651, [Discriminator :: d_loss: 0.004162], [ Generator :: loss: 4.959861] epoch: 3652, [Discriminator :: d_loss: 0.004987], [ Generator :: loss: 5.061724] epoch: 3653, [Discriminator :: d_loss: 0.003911], [ Generator :: loss: 5.022781] epoch: 3654, [Discriminator :: d_loss: 0.003252], [ Generator :: loss: 5.173040] epoch: 3655, [Discriminator :: d_loss: 0.003589], [ Generator :: loss: 5.442644] epoch: 3656, [Discriminator :: d_loss: 0.003112], [ Generator :: loss: 5.121037] epoch: 3657, [Discriminator :: d_loss: 0.004120], [ Generator :: loss: 5.073496] epoch: 3658, [Discriminator :: d_loss: 0.004393], [ Generator :: loss: 4.988642] epoch: 3659, [Discriminator :: d_loss: 0.003949], [ Generator :: loss: 5.344102] epoch: 3660, [Discriminator :: d_loss: 0.003879], [ Generator :: loss: 5.050499] epoch: 3661, [Discriminator :: d_loss: 0.005244], [ Generator :: loss: 4.962382] epoch: 3662, [Discriminator :: d_loss: 0.004448], [ Generator :: loss: 4.990359] epoch: 3663, [Discriminator :: d_loss: 0.003992], [ Generator :: loss: 5.113717] epoch: 3664, [Discriminator :: d_loss: 0.003700], [ Generator :: loss: 5.082347] epoch: 3665, [Discriminator :: d_loss: 0.003646], [ Generator :: loss: 5.233121] epoch: 3666, [Discriminator :: d_loss: 0.003647], [ Generator :: loss: 5.166358] epoch: 3667, [Discriminator :: d_loss: 0.004498], [ Generator :: loss: 5.092319] epoch: 3668, [Discriminator :: d_loss: 0.004190], [ 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epoch: 3673, [Discriminator :: d_loss: 0.003343], [ Generator :: loss: 5.198093] epoch: 3674, [Discriminator :: d_loss: 0.003650], [ Generator :: loss: 5.117201] epoch: 3675, [Discriminator :: d_loss: 0.004054], [ Generator :: loss: 5.146650] epoch: 3676, [Discriminator :: d_loss: 0.003990], [ Generator :: loss: 5.281317] epoch: 3677, [Discriminator :: d_loss: 0.002932], [ Generator :: loss: 5.285517] epoch: 3678, [Discriminator :: d_loss: 0.003306], [ Generator :: loss: 5.194589] epoch: 3679, [Discriminator :: d_loss: 0.003479], [ Generator :: loss: 5.306383] epoch: 3680, [Discriminator :: d_loss: 0.003244], [ Generator :: loss: 5.278746] epoch: 3681, [Discriminator :: d_loss: 0.002717], [ Generator :: loss: 5.404765] epoch: 3682, [Discriminator :: d_loss: 0.002860], [ Generator :: loss: 5.306436] epoch: 3683, [Discriminator :: d_loss: 0.003352], [ Generator :: loss: 5.220875] epoch: 3684, [Discriminator :: d_loss: 0.003457], [ Generator :: loss: 5.365500] epoch: 3685, [Discriminator :: d_loss: 0.003304], [ Generator :: loss: 5.285117] epoch: 3686, [Discriminator :: d_loss: 0.003047], [ Generator :: loss: 5.344954] epoch: 3687, [Discriminator :: d_loss: 0.003008], [ Generator :: loss: 5.443651] epoch: 3688, [Discriminator :: d_loss: 0.002989], [ Generator :: loss: 5.382517] epoch: 3689, [Discriminator :: d_loss: 0.002791], [ Generator :: loss: 5.267549] epoch: 3690, [Discriminator :: d_loss: 0.002674], [ Generator :: loss: 5.246408] epoch: 3691, [Discriminator :: d_loss: 0.002875], [ Generator :: loss: 5.312111] epoch: 3692, [Discriminator :: d_loss: 0.003106], [ Generator :: loss: 5.372196] epoch: 3693, [Discriminator :: d_loss: 0.003239], [ Generator :: loss: 5.567866] epoch: 3694, [Discriminator :: d_loss: 0.002961], [ Generator :: loss: 5.463818] epoch: 3695, [Discriminator :: d_loss: 0.002431], [ Generator :: loss: 5.311284] epoch: 3696, [Discriminator :: d_loss: 0.003803], [ Generator :: loss: 5.377409] epoch: 3697, [Discriminator :: d_loss: 0.003081], [ 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epoch: 3710, [Discriminator :: d_loss: 0.002627], [ Generator :: loss: 5.291886] epoch: 3711, [Discriminator :: d_loss: 0.002982], [ Generator :: loss: 5.356153] epoch: 3712, [Discriminator :: d_loss: 0.002749], [ Generator :: loss: 5.274517] epoch: 3713, [Discriminator :: d_loss: 0.002566], [ Generator :: loss: 5.753335] epoch: 3714, [Discriminator :: d_loss: 0.003027], [ Generator :: loss: 5.460504] epoch: 3715, [Discriminator :: d_loss: 0.002621], [ Generator :: loss: 5.467854] epoch: 3716, [Discriminator :: d_loss: 0.002739], [ Generator :: loss: 5.726000] epoch: 3717, [Discriminator :: d_loss: 0.002858], [ Generator :: loss: 5.515590] epoch: 3718, [Discriminator :: d_loss: 0.002812], [ Generator :: loss: 5.514402] epoch: 3719, [Discriminator :: d_loss: 0.002569], [ Generator :: loss: 5.424676] epoch: 3720, [Discriminator :: d_loss: 0.002931], [ Generator :: loss: 5.501770] epoch: 3721, [Discriminator :: d_loss: 0.002871], [ Generator :: loss: 5.454987] epoch: 3722, [Discriminator :: d_loss: 0.002534], [ Generator :: loss: 5.349264] epoch: 3723, [Discriminator :: d_loss: 0.002354], [ Generator :: loss: 5.384040] epoch: 3724, [Discriminator :: d_loss: 0.002606], [ Generator :: loss: 5.643361] epoch: 3725, [Discriminator :: d_loss: 0.002564], [ Generator :: loss: 5.558756] epoch: 3726, [Discriminator :: d_loss: 0.002282], [ Generator :: loss: 5.447721] epoch: 3727, [Discriminator :: d_loss: 0.002319], [ Generator :: loss: 5.759002] epoch: 3728, [Discriminator :: d_loss: 0.002683], [ Generator :: loss: 5.506952] epoch: 3729, [Discriminator :: d_loss: 0.002650], [ Generator :: loss: 5.549267] epoch: 3730, [Discriminator :: d_loss: 0.002218], [ Generator :: loss: 5.487625] epoch: 3731, [Discriminator :: d_loss: 0.002295], [ Generator :: loss: 5.496085] epoch: 3732, [Discriminator :: d_loss: 0.002808], [ Generator :: loss: 5.587169] epoch: 3733, [Discriminator :: d_loss: 0.002566], [ Generator :: loss: 5.882519] epoch: 3734, [Discriminator :: d_loss: 0.002206], [ Generator :: loss: 5.527909] epoch: 3735, [Discriminator :: d_loss: 0.002377], [ Generator :: loss: 5.486270] epoch: 3736, [Discriminator :: d_loss: 0.002454], [ Generator :: loss: 5.545605] epoch: 3737, [Discriminator :: d_loss: 0.002238], [ Generator :: loss: 5.418625] epoch: 3738, [Discriminator :: d_loss: 0.002718], [ Generator :: loss: 5.472948] epoch: 3739, [Discriminator :: d_loss: 0.002635], [ Generator :: loss: 5.485900] epoch: 3740, [Discriminator :: d_loss: 0.002779], [ Generator :: loss: 5.497145] epoch: 3741, [Discriminator :: d_loss: 0.002804], [ Generator :: loss: 5.416233] epoch: 3742, [Discriminator :: d_loss: 0.002761], [ Generator :: loss: 5.505414] epoch: 3743, [Discriminator :: d_loss: 0.002947], [ Generator :: loss: 5.607346] epoch: 3744, [Discriminator :: d_loss: 0.002453], [ Generator :: loss: 5.739148] epoch: 3745, [Discriminator :: d_loss: 0.002370], [ Generator :: loss: 5.572090] epoch: 3746, [Discriminator :: d_loss: 0.002280], [ Generator :: loss: 5.616493] epoch: 3747, [Discriminator :: d_loss: 0.002888], [ Generator :: loss: 5.482099] epoch: 3748, [Discriminator :: d_loss: 0.002337], [ Generator :: loss: 5.490848] epoch: 3749, [Discriminator :: d_loss: 0.002691], [ Generator :: loss: 5.428427] epoch: 3750, [Discriminator :: d_loss: 0.003191], [ Generator :: loss: 5.374390] epoch: 3751, [Discriminator :: d_loss: 0.002384], [ Generator :: loss: 5.515437] epoch: 3752, [Discriminator :: d_loss: 0.002848], [ Generator :: loss: 5.629812] epoch: 3753, [Discriminator :: d_loss: 0.002125], [ Generator :: loss: 5.610614] epoch: 3754, [Discriminator :: d_loss: 0.002348], [ Generator :: loss: 5.591991] epoch: 3755, [Discriminator :: d_loss: 0.002505], [ Generator :: loss: 5.741962] epoch: 3756, [Discriminator :: d_loss: 0.002418], [ Generator :: loss: 5.681992] epoch: 3757, [Discriminator :: d_loss: 0.002212], [ Generator :: loss: 5.776202] epoch: 3758, [Discriminator :: d_loss: 0.605691], [ Generator :: loss: 4.392930] epoch: 3759, [Discriminator :: d_loss: 0.009675], [ Generator :: loss: 3.796828] epoch: 3760, [Discriminator :: d_loss: 0.047765], [ Generator :: loss: 3.416562] epoch: 3761, [Discriminator :: d_loss: 0.040165], [ Generator :: loss: 3.381658] epoch: 3762, [Discriminator :: d_loss: 0.042209], [ Generator :: loss: 3.734674] epoch: 3763, [Discriminator :: d_loss: 0.024768], [ Generator :: loss: 4.208969] epoch: 3764, [Discriminator :: d_loss: 0.021229], [ Generator :: loss: 4.683918] epoch: 3765, [Discriminator :: d_loss: 0.015927], [ Generator :: loss: 4.665106] epoch: 3766, [Discriminator :: d_loss: 0.008916], [ Generator :: loss: 4.500954] epoch: 3767, [Discriminator :: d_loss: 0.011647], [ Generator :: loss: 4.378589] epoch: 3768, [Discriminator :: d_loss: 0.017878], [ Generator :: loss: 4.285558] epoch: 3769, [Discriminator :: d_loss: 0.013952], [ Generator :: loss: 4.164637] epoch: 3770, [Discriminator :: d_loss: 0.015569], [ Generator :: loss: 4.204250] epoch: 3771, [Discriminator :: d_loss: 0.015612], [ Generator :: loss: 4.038907] epoch: 3772, [Discriminator :: d_loss: 0.016953], [ Generator :: loss: 4.048804] epoch: 3773, [Discriminator :: d_loss: 0.018310], [ Generator :: loss: 3.895090] epoch: 3774, [Discriminator :: d_loss: 0.023105], [ Generator :: loss: 4.018352] epoch: 3775, [Discriminator :: d_loss: 0.020916], [ Generator :: loss: 4.062711]
epoch: 3776, [Discriminator :: d_loss: 0.017240], [ Generator :: loss: 4.064000] epoch: 3777, [Discriminator :: d_loss: 0.013024], [ Generator :: loss: 3.933403] epoch: 3778, [Discriminator :: d_loss: 0.025145], [ Generator :: loss: 3.911590] epoch: 3779, [Discriminator :: d_loss: 0.016879], [ Generator :: loss: 3.966929] epoch: 3780, [Discriminator :: d_loss: 0.018466], [ Generator :: loss: 4.277544] epoch: 3781, [Discriminator :: d_loss: 0.016973], [ Generator :: loss: 4.075749] epoch: 3782, [Discriminator :: d_loss: 0.015910], [ Generator :: loss: 3.886276] epoch: 3783, [Discriminator :: d_loss: 0.021415], [ Generator :: loss: 3.912368] epoch: 3784, [Discriminator :: d_loss: 0.020622], [ Generator :: loss: 4.060119] epoch: 3785, [Discriminator :: d_loss: 0.016494], [ Generator :: loss: 4.009220] epoch: 3786, [Discriminator :: d_loss: 0.015845], [ Generator :: loss: 4.053771] epoch: 3787, [Discriminator :: d_loss: 0.018912], [ Generator :: loss: 4.018228] epoch: 3788, [Discriminator :: d_loss: 0.022047], [ Generator :: loss: 3.999807] epoch: 3789, [Discriminator :: d_loss: 0.019737], [ Generator :: loss: 3.951050] epoch: 3790, [Discriminator :: d_loss: 0.017730], [ Generator :: loss: 4.020743] epoch: 3791, [Discriminator :: d_loss: 0.015446], [ Generator :: loss: 4.226410] epoch: 3792, [Discriminator :: d_loss: 0.015784], [ Generator :: loss: 4.139476] epoch: 3793, [Discriminator :: d_loss: 0.015058], [ Generator :: loss: 3.845479] epoch: 3794, [Discriminator :: d_loss: 0.018681], [ Generator :: loss: 4.086603] epoch: 3795, [Discriminator :: d_loss: 0.018167], [ Generator :: loss: 4.111477] epoch: 3796, [Discriminator :: d_loss: 0.016942], [ Generator :: loss: 4.164029] epoch: 3797, [Discriminator :: d_loss: 0.017566], [ Generator :: loss: 4.457536] epoch: 3798, [Discriminator :: d_loss: 0.015868], [ Generator :: loss: 4.167863] epoch: 3799, [Discriminator :: d_loss: 0.012923], [ Generator :: loss: 4.384560] epoch: 3800, [Discriminator :: d_loss: 0.012296], [ Generator :: loss: 4.267649] epoch: 3801, [Discriminator :: d_loss: 0.013360], [ Generator :: loss: 4.249314] epoch: 3802, [Discriminator :: d_loss: 0.013139], [ Generator :: loss: 4.203962] epoch: 3803, [Discriminator :: d_loss: 0.011536], [ Generator :: loss: 4.150359] epoch: 3804, [Discriminator :: d_loss: 0.011451], [ Generator :: loss: 4.004184] epoch: 3805, [Discriminator :: d_loss: 0.016317], [ Generator :: loss: 4.051231] epoch: 3806, [Discriminator :: d_loss: 0.021419], [ Generator :: loss: 4.388040] epoch: 3807, [Discriminator :: d_loss: 0.015479], [ Generator :: loss: 4.147705] epoch: 3808, [Discriminator :: d_loss: 0.014327], [ Generator :: loss: 4.296420] epoch: 3809, [Discriminator :: d_loss: 0.012869], [ Generator :: loss: 4.226422] epoch: 3810, [Discriminator :: d_loss: 0.013702], [ Generator :: loss: 4.134324] epoch: 3811, [Discriminator :: d_loss: 0.014036], [ Generator :: loss: 4.073620] epoch: 3812, [Discriminator :: d_loss: 0.012695], [ Generator :: loss: 4.059848] epoch: 3813, [Discriminator :: d_loss: 0.015908], [ Generator :: loss: 3.838860] epoch: 3814, [Discriminator :: d_loss: 0.016649], [ Generator :: loss: 4.044643] epoch: 3815, [Discriminator :: d_loss: 0.015732], [ Generator :: loss: 4.333941] epoch: 3816, [Discriminator :: d_loss: 0.015537], [ Generator :: loss: 4.199118] epoch: 3817, [Discriminator :: d_loss: 0.013414], [ Generator :: loss: 4.061456] epoch: 3818, [Discriminator :: d_loss: 0.014305], [ Generator :: loss: 4.128783] epoch: 3819, [Discriminator :: d_loss: 0.014417], [ Generator :: loss: 4.208657] epoch: 3820, [Discriminator :: d_loss: 0.012775], [ Generator :: loss: 4.197543] epoch: 3821, [Discriminator :: d_loss: 0.013882], [ Generator :: loss: 4.246285] epoch: 3822, [Discriminator :: d_loss: 0.015611], [ Generator :: loss: 4.312903] epoch: 3823, [Discriminator :: d_loss: 0.010626], [ Generator :: loss: 4.363394] epoch: 3824, [Discriminator :: d_loss: 0.011726], [ Generator :: loss: 4.395416] epoch: 3825, [Discriminator :: d_loss: 0.014030], [ Generator :: loss: 4.193830] epoch: 3826, [Discriminator :: d_loss: 0.013314], [ Generator :: loss: 4.173319] epoch: 3827, [Discriminator :: d_loss: 0.012782], [ Generator :: loss: 4.126033] epoch: 3828, [Discriminator :: d_loss: 0.012856], [ Generator :: loss: 4.197553] epoch: 3829, [Discriminator :: d_loss: 0.016140], [ Generator :: loss: 4.283284] epoch: 3830, [Discriminator :: d_loss: 0.016941], [ Generator :: loss: 4.250982] epoch: 3831, [Discriminator :: d_loss: 0.012605], [ Generator :: loss: 4.247037] epoch: 3832, [Discriminator :: d_loss: 0.011248], [ Generator :: loss: 4.210760] epoch: 3833, [Discriminator :: d_loss: 0.012574], [ Generator :: loss: 4.420356] epoch: 3834, [Discriminator :: d_loss: 0.013398], [ Generator :: loss: 4.312919] epoch: 3835, [Discriminator :: d_loss: 0.010097], [ Generator :: loss: 4.204857] epoch: 3836, [Discriminator :: d_loss: 0.011433], [ Generator :: loss: 4.191634] epoch: 3837, [Discriminator :: d_loss: 0.012639], [ Generator :: loss: 4.382306] epoch: 3838, [Discriminator :: d_loss: 0.012094], [ Generator :: loss: 4.550822] epoch: 3839, [Discriminator :: d_loss: 0.010862], [ Generator :: loss: 4.376080] epoch: 3840, [Discriminator :: d_loss: 0.009439], [ Generator :: loss: 4.469884] epoch: 3841, [Discriminator :: d_loss: 0.009990], [ Generator :: loss: 4.331505] epoch: 3842, [Discriminator :: d_loss: 0.010416], [ Generator :: loss: 4.247252] epoch: 3843, [Discriminator :: d_loss: 0.011454], [ Generator :: loss: 4.227062] epoch: 3844, [Discriminator :: d_loss: 0.012272], [ Generator :: loss: 4.215404] epoch: 3845, [Discriminator :: d_loss: 0.012743], [ Generator :: loss: 4.311467] epoch: 3846, [Discriminator :: d_loss: 0.013169], [ Generator :: loss: 4.265412] epoch: 3847, [Discriminator :: d_loss: 0.011850], [ Generator :: loss: 4.369797] epoch: 3848, [Discriminator :: d_loss: 0.010415], [ Generator :: loss: 4.357064] epoch: 3849, [Discriminator :: d_loss: 0.010456], [ Generator :: loss: 4.444016] epoch: 3850, [Discriminator :: d_loss: 0.009414], [ Generator :: loss: 4.366594] epoch: 3851, [Discriminator :: d_loss: 0.008387], [ Generator :: loss: 4.416050] epoch: 3852, [Discriminator :: d_loss: 0.010348], [ Generator :: loss: 4.480813] epoch: 3853, [Discriminator :: d_loss: 0.009011], [ Generator :: loss: 4.505699] epoch: 3854, [Discriminator :: d_loss: 0.010116], [ Generator :: loss: 4.531332] epoch: 3855, [Discriminator :: d_loss: 0.009523], [ Generator :: loss: 4.591450] epoch: 3856, [Discriminator :: d_loss: 0.007398], [ Generator :: loss: 4.606623] epoch: 3857, [Discriminator :: d_loss: 0.009225], [ Generator :: loss: 4.701125] epoch: 3858, [Discriminator :: d_loss: 0.007034], [ Generator :: loss: 4.651240] epoch: 3859, [Discriminator :: d_loss: 0.008342], [ Generator :: loss: 4.717704] epoch: 3860, [Discriminator :: d_loss: 0.007002], [ Generator :: loss: 4.454178] epoch: 3861, [Discriminator :: d_loss: 0.008046], [ Generator :: loss: 4.705330] epoch: 3862, [Discriminator :: d_loss: 0.007425], [ Generator :: loss: 4.505160] epoch: 3863, [Discriminator :: d_loss: 0.007671], [ Generator :: loss: 4.468379] epoch: 3864, [Discriminator :: d_loss: 0.007838], [ Generator :: loss: 4.476560] epoch: 3865, [Discriminator :: d_loss: 0.008995], [ Generator :: loss: 4.512256] epoch: 3866, [Discriminator :: d_loss: 0.009477], [ Generator :: loss: 4.763198] epoch: 3867, [Discriminator :: d_loss: 0.008217], [ Generator :: loss: 4.436471] epoch: 3868, [Discriminator :: d_loss: 0.008254], [ Generator :: loss: 4.636437] epoch: 3869, [Discriminator :: d_loss: 0.007229], [ Generator :: loss: 4.758778] epoch: 3870, [Discriminator :: d_loss: 0.007298], [ Generator :: loss: 4.618205] epoch: 3871, [Discriminator :: d_loss: 0.006587], [ Generator :: loss: 4.486796] epoch: 3872, [Discriminator :: d_loss: 0.006750], [ Generator :: loss: 4.519237] epoch: 3873, [Discriminator :: d_loss: 0.008266], [ Generator :: loss: 4.529978] epoch: 3874, [Discriminator :: d_loss: 0.007973], [ Generator :: loss: 4.879219] epoch: 3875, [Discriminator :: d_loss: 0.007103], [ Generator :: loss: 4.748432] epoch: 3876, [Discriminator :: d_loss: 0.005993], [ Generator :: loss: 4.716507] epoch: 3877, [Discriminator :: d_loss: 0.007852], [ Generator :: loss: 4.717321] epoch: 3878, [Discriminator :: d_loss: 0.008125], [ Generator :: loss: 4.733083]
epoch: 3879, [Discriminator :: d_loss: 0.006655], [ Generator :: loss: 4.653554] epoch: 3880, [Discriminator :: d_loss: 0.157232], [ Generator :: loss: 2.555782] epoch: 3881, [Discriminator :: d_loss: 0.186223], [ Generator :: loss: 2.411615] epoch: 3882, [Discriminator :: d_loss: 0.116296], [ Generator :: loss: 3.581396] epoch: 3883, [Discriminator :: d_loss: 0.115250], [ Generator :: loss: 4.884537] epoch: 3884, [Discriminator :: d_loss: 0.025342], [ Generator :: loss: 5.047282] epoch: 3885, [Discriminator :: d_loss: 0.028055], [ Generator :: loss: 4.470486] epoch: 3886, [Discriminator :: d_loss: 0.026437], [ Generator :: loss: 3.671906] epoch: 3887, [Discriminator :: d_loss: 0.099520], [ Generator :: loss: 3.772511] epoch: 3888, [Discriminator :: d_loss: 0.151242], [ Generator :: loss: 5.019043] epoch: 3889, [Discriminator :: d_loss: 0.035803], [ Generator :: loss: 4.677837] epoch: 3890, [Discriminator :: d_loss: 0.110310], [ Generator :: loss: 5.178030] epoch: 3891, [Discriminator :: d_loss: 0.057434], [ Generator :: loss: 5.005367] epoch: 3892, [Discriminator :: d_loss: 0.087181], [ Generator :: loss: 4.492606] epoch: 3893, [Discriminator :: d_loss: 0.048695], [ Generator :: loss: 3.932498] epoch: 3894, [Discriminator :: d_loss: 0.151215], [ Generator :: loss: 4.995292] epoch: 3895, [Discriminator :: d_loss: 0.045144], [ Generator :: loss: 4.846030] epoch: 3896, [Discriminator :: d_loss: 0.046997], [ Generator :: loss: 5.054192] epoch: 3897, [Discriminator :: d_loss: 0.063013], [ Generator :: loss: 5.296625] epoch: 3898, [Discriminator :: d_loss: 0.029542], [ Generator :: loss: 4.820096] epoch: 3899, [Discriminator :: d_loss: 0.033779], [ Generator :: loss: 4.068772] epoch: 3900, [Discriminator :: d_loss: 0.063670], [ Generator :: loss: 4.799090] epoch: 3901, [Discriminator :: d_loss: 0.034661], [ Generator :: loss: 4.632373] epoch: 3902, [Discriminator :: d_loss: 0.037939], [ Generator :: loss: 4.708422] epoch: 3903, [Discriminator :: d_loss: 0.035398], [ 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epoch: 3916, [Discriminator :: d_loss: 0.053299], [ Generator :: loss: 2.158226] epoch: 3917, [Discriminator :: d_loss: 0.145424], [ Generator :: loss: 3.782251] epoch: 3918, [Discriminator :: d_loss: 0.083127], [ Generator :: loss: 5.146954] epoch: 3919, [Discriminator :: d_loss: 0.032346], [ Generator :: loss: 5.786367] epoch: 3920, [Discriminator :: d_loss: 0.005368], [ Generator :: loss: 5.908327] epoch: 3921, [Discriminator :: d_loss: 0.008762], [ Generator :: loss: 5.319434] epoch: 3922, [Discriminator :: d_loss: 0.015780], [ Generator :: loss: 4.794701] epoch: 3923, [Discriminator :: d_loss: 0.015948], [ Generator :: loss: 4.585564] epoch: 3924, [Discriminator :: d_loss: 0.021552], [ Generator :: loss: 4.488808] epoch: 3925, [Discriminator :: d_loss: 0.025617], [ Generator :: loss: 4.262510] epoch: 3926, [Discriminator :: d_loss: 0.018885], [ Generator :: loss: 4.277249] epoch: 3927, [Discriminator :: d_loss: 0.015942], [ Generator :: loss: 4.193770] epoch: 3928, [Discriminator :: d_loss: 0.034601], [ Generator :: loss: 4.115168] epoch: 3929, [Discriminator :: d_loss: 0.027897], [ Generator :: loss: 4.334414] epoch: 3930, [Discriminator :: d_loss: 0.034662], [ Generator :: loss: 4.589962] epoch: 3931, [Discriminator :: d_loss: 0.024882], [ Generator :: loss: 4.518693] epoch: 3932, [Discriminator :: d_loss: 0.019846], [ Generator :: loss: 4.381454] epoch: 3933, [Discriminator :: d_loss: 0.020090], [ Generator :: loss: 4.659288] epoch: 3934, [Discriminator :: d_loss: 0.018906], [ Generator :: loss: 4.371961] epoch: 3935, [Discriminator :: d_loss: 0.019985], [ Generator :: loss: 4.201225] epoch: 3936, [Discriminator :: d_loss: 0.022616], [ Generator :: loss: 3.960179] epoch: 3937, [Discriminator :: d_loss: 0.026942], [ Generator :: loss: 4.099299] epoch: 3938, [Discriminator :: d_loss: 0.023034], [ Generator :: loss: 4.366331] epoch: 3939, [Discriminator :: d_loss: 0.021412], [ Generator :: loss: 4.274409] epoch: 3940, [Discriminator :: d_loss: 0.019234], [ 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epoch: 3953, [Discriminator :: d_loss: 0.017770], [ Generator :: loss: 4.413163] epoch: 3954, [Discriminator :: d_loss: 0.017262], [ Generator :: loss: 4.527925] epoch: 3955, [Discriminator :: d_loss: 0.012997], [ Generator :: loss: 4.486509] epoch: 3956, [Discriminator :: d_loss: 0.010364], [ Generator :: loss: 4.883710] epoch: 3957, [Discriminator :: d_loss: 0.013734], [ Generator :: loss: 4.510090] epoch: 3958, [Discriminator :: d_loss: 0.012103], [ Generator :: loss: 4.639666] epoch: 3959, [Discriminator :: d_loss: 0.014062], [ Generator :: loss: 4.806296] epoch: 3960, [Discriminator :: d_loss: 0.011967], [ Generator :: loss: 4.617875] epoch: 3961, [Discriminator :: d_loss: 0.011119], [ Generator :: loss: 4.878799] epoch: 3962, [Discriminator :: d_loss: 0.011465], [ Generator :: loss: 4.610910] epoch: 3963, [Discriminator :: d_loss: 0.013170], [ Generator :: loss: 4.559886] epoch: 3964, [Discriminator :: d_loss: 0.009634], [ Generator :: loss: 4.536476] epoch: 3965, [Discriminator :: d_loss: 0.011396], [ Generator :: loss: 4.573523] epoch: 3966, [Discriminator :: d_loss: 0.010045], [ Generator :: loss: 4.544785] epoch: 3967, [Discriminator :: d_loss: 0.008325], [ Generator :: loss: 4.737263] epoch: 3968, [Discriminator :: d_loss: 0.011243], [ Generator :: loss: 4.360364] epoch: 3969, [Discriminator :: d_loss: 0.007822], [ Generator :: loss: 4.386408] epoch: 3970, [Discriminator :: d_loss: 0.013689], [ Generator :: loss: 4.501441] epoch: 3971, [Discriminator :: d_loss: 0.011602], [ Generator :: loss: 4.744641] epoch: 3972, [Discriminator :: d_loss: 0.009485], [ Generator :: loss: 4.647861] epoch: 3973, [Discriminator :: d_loss: 0.007558], [ Generator :: loss: 4.746251] epoch: 3974, [Discriminator :: d_loss: 0.008583], [ Generator :: loss: 4.747877] epoch: 3975, [Discriminator :: d_loss: 0.009241], [ Generator :: loss: 4.550421] epoch: 3976, [Discriminator :: d_loss: 0.009893], [ Generator :: loss: 4.938232] epoch: 3977, [Discriminator :: d_loss: 0.008824], [ 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epoch: 3980, [Discriminator :: d_loss: 0.007701], [ Generator :: loss: 4.616891] epoch: 3981, [Discriminator :: d_loss: 0.008475], [ Generator :: loss: 4.710947] epoch: 3982, [Discriminator :: d_loss: 0.010245], [ Generator :: loss: 4.640032] epoch: 3983, [Discriminator :: d_loss: 0.013907], [ Generator :: loss: 4.918319] epoch: 3984, [Discriminator :: d_loss: 0.009968], [ Generator :: loss: 4.716856] epoch: 3985, [Discriminator :: d_loss: 0.010643], [ Generator :: loss: 4.829566] epoch: 3986, [Discriminator :: d_loss: 0.008237], [ Generator :: loss: 4.847026] epoch: 3987, [Discriminator :: d_loss: 0.005466], [ Generator :: loss: 4.683153] epoch: 3988, [Discriminator :: d_loss: 0.011998], [ Generator :: loss: 4.677901] epoch: 3989, [Discriminator :: d_loss: 0.010877], [ Generator :: loss: 4.648035] epoch: 3990, [Discriminator :: d_loss: 0.008711], [ Generator :: loss: 5.124908] epoch: 3991, [Discriminator :: d_loss: 0.009025], [ Generator :: loss: 4.999822] epoch: 3992, [Discriminator :: d_loss: 0.007818], [ Generator :: loss: 4.817161] epoch: 3993, [Discriminator :: d_loss: 2.940993], [ Generator :: loss: 0.615752] epoch: 3994, [Discriminator :: d_loss: 0.576002], [ Generator :: loss: 3.777827] epoch: 3995, [Discriminator :: d_loss: 0.285043], [ Generator :: loss: 6.231502] epoch: 3996, [Discriminator :: d_loss: 0.202274], [ Generator :: loss: 6.548390] epoch: 3997, [Discriminator :: d_loss: 0.020347], [ Generator :: loss: 6.600755] epoch: 3998, [Discriminator :: d_loss: 0.013717], [ Generator :: loss: 5.499238] epoch: 3999, [Discriminator :: d_loss: 0.019378], [ Generator :: loss: 4.085552] epoch: 4000, [Discriminator :: d_loss: 0.091324], [ Generator :: loss: 3.820740] epoch: 4001, [Discriminator :: d_loss: 0.105433], [ Generator :: loss: 4.662832] epoch: 4002, [Discriminator :: d_loss: 0.039046], [ Generator :: loss: 4.657601] epoch: 4003, [Discriminator :: d_loss: 0.068565], [ Generator :: loss: 4.687507] epoch: 4004, [Discriminator :: d_loss: 0.090732], [ Generator :: loss: 4.791069] epoch: 4005, [Discriminator :: d_loss: 0.057074], [ Generator :: loss: 4.832119] epoch: 4006, [Discriminator :: d_loss: 0.038952], [ Generator :: loss: 5.214162] epoch: 4007, [Discriminator :: d_loss: 0.034154], [ Generator :: loss: 4.478027] epoch: 4008, [Discriminator :: d_loss: 0.034529], [ Generator :: loss: 4.698391] epoch: 4009, [Discriminator :: d_loss: 0.053957], [ Generator :: loss: 4.319500] epoch: 4010, [Discriminator :: d_loss: 0.038101], [ Generator :: loss: 4.381492] epoch: 4011, [Discriminator :: d_loss: 0.039962], [ Generator :: loss: 4.242277] epoch: 4012, [Discriminator :: d_loss: 0.042789], [ Generator :: loss: 4.158912] epoch: 4013, [Discriminator :: d_loss: 0.032234], [ Generator :: loss: 4.744664] epoch: 4014, [Discriminator :: d_loss: 0.055403], [ Generator :: loss: 4.715084] epoch: 4015, [Discriminator :: d_loss: 0.027663], [ Generator :: loss: 4.169039] epoch: 4016, [Discriminator :: d_loss: 0.029123], [ Generator :: loss: 4.199651] epoch: 4017, [Discriminator :: d_loss: 0.039819], [ Generator :: loss: 4.350760] epoch: 4018, [Discriminator :: d_loss: 0.030795], [ Generator :: loss: 4.546632] epoch: 4019, [Discriminator :: d_loss: 0.028147], [ Generator :: loss: 4.881043] epoch: 4020, [Discriminator :: d_loss: 0.027409], [ Generator :: loss: 4.333186] epoch: 4021, [Discriminator :: d_loss: 0.022902], [ Generator :: loss: 4.417585] epoch: 4022, [Discriminator :: d_loss: 0.033855], [ Generator :: loss: 4.225737] epoch: 4023, [Discriminator :: d_loss: 0.037261], [ Generator :: loss: 4.610859] epoch: 4024, [Discriminator :: d_loss: 0.026150], [ Generator :: loss: 4.617154] epoch: 4025, [Discriminator :: d_loss: 0.027923], [ Generator :: loss: 4.729207] epoch: 4026, [Discriminator :: d_loss: 0.021652], [ Generator :: loss: 4.509977] epoch: 4027, [Discriminator :: d_loss: 0.024401], [ Generator :: loss: 4.473926] epoch: 4028, [Discriminator :: d_loss: 0.025993], [ Generator :: loss: 4.161643] epoch: 4029, [Discriminator :: d_loss: 0.025383], [ Generator :: loss: 4.165367] epoch: 4030, [Discriminator :: d_loss: 0.031944], [ Generator :: loss: 4.732399] epoch: 4031, [Discriminator :: d_loss: 0.029831], [ Generator :: loss: 4.824984] epoch: 4032, [Discriminator :: d_loss: 0.010449], [ Generator :: loss: 4.676672] epoch: 4033, [Discriminator :: d_loss: 0.024391], [ Generator :: loss: 4.725731] epoch: 4034, [Discriminator :: d_loss: 0.016183], [ Generator :: loss: 4.260594] epoch: 4035, [Discriminator :: d_loss: 0.020199], [ Generator :: loss: 4.493582] epoch: 4036, [Discriminator :: d_loss: 0.018493], [ Generator :: loss: 4.707549] epoch: 4037, [Discriminator :: d_loss: 0.017635], [ Generator :: loss: 4.387012] epoch: 4038, [Discriminator :: d_loss: 0.014747], [ Generator :: loss: 4.501139] epoch: 4039, [Discriminator :: d_loss: 0.014304], [ Generator :: loss: 4.504144] epoch: 4040, [Discriminator :: d_loss: 0.012636], [ Generator :: loss: 4.445213] epoch: 4041, [Discriminator :: d_loss: 0.011552], [ Generator :: loss: 4.435168] epoch: 4042, [Discriminator :: d_loss: 0.011928], [ Generator :: loss: 4.586556] epoch: 4043, [Discriminator :: d_loss: 0.011094], [ Generator :: loss: 4.522516] epoch: 4044, [Discriminator :: d_loss: 0.013791], [ Generator :: loss: 4.808025] epoch: 4045, [Discriminator :: d_loss: 0.012084], [ Generator :: loss: 4.458147] epoch: 4046, [Discriminator :: d_loss: 0.010385], [ Generator :: loss: 4.622821] epoch: 4047, [Discriminator :: d_loss: 0.010574], [ Generator :: loss: 4.715052] epoch: 4048, [Discriminator :: d_loss: 0.012215], [ Generator :: loss: 4.396150] epoch: 4049, [Discriminator :: d_loss: 0.011764], [ Generator :: loss: 4.425616] epoch: 4050, [Discriminator :: d_loss: 0.007154], [ Generator :: loss: 4.414775] epoch: 4051, [Discriminator :: d_loss: 0.016213], [ Generator :: loss: 4.366910] epoch: 4052, [Discriminator :: d_loss: 0.012988], [ Generator :: loss: 4.659254] epoch: 4053, [Discriminator :: d_loss: 0.010341], [ Generator :: loss: 4.605459] epoch: 4054, [Discriminator :: d_loss: 0.010568], [ Generator :: loss: 4.871567] epoch: 4055, [Discriminator :: d_loss: 0.010450], [ Generator :: loss: 4.738782] epoch: 4056, [Discriminator :: d_loss: 0.010360], [ Generator :: loss: 4.717112] epoch: 4057, [Discriminator :: d_loss: 0.007964], [ Generator :: loss: 4.863421] epoch: 4058, [Discriminator :: d_loss: 0.009043], [ Generator :: loss: 4.938663] epoch: 4059, [Discriminator :: d_loss: 0.008434], [ Generator :: loss: 4.591870] epoch: 4060, [Discriminator :: d_loss: 0.006811], [ Generator :: loss: 4.555572] epoch: 4061, [Discriminator :: d_loss: 0.009786], [ Generator :: loss: 4.451107] epoch: 4062, [Discriminator :: d_loss: 0.006716], [ Generator :: loss: 4.485964] epoch: 4063, [Discriminator :: d_loss: 0.011319], [ Generator :: loss: 5.081249] epoch: 4064, [Discriminator :: d_loss: 0.005786], [ Generator :: loss: 4.930363] epoch: 4065, [Discriminator :: d_loss: 0.007018], [ Generator :: loss: 4.801126] epoch: 4066, [Discriminator :: d_loss: 0.007922], [ Generator :: loss: 4.860205] epoch: 4067, [Discriminator :: d_loss: 0.006633], [ Generator :: loss: 4.784027] epoch: 4068, [Discriminator :: d_loss: 0.009605], [ Generator :: loss: 4.802883] epoch: 4069, [Discriminator :: d_loss: 0.008106], [ Generator :: loss: 4.830636] epoch: 4070, [Discriminator :: d_loss: 0.007318], [ Generator :: loss: 4.808257] epoch: 4071, [Discriminator :: d_loss: 0.005606], [ Generator :: loss: 4.805140] epoch: 4072, [Discriminator :: d_loss: 0.007639], [ Generator :: loss: 4.673641] epoch: 4073, [Discriminator :: d_loss: 0.006346], [ Generator :: loss: 4.649863] epoch: 4074, [Discriminator :: d_loss: 0.006941], [ Generator :: loss: 4.693410] epoch: 4075, [Discriminator :: d_loss: 0.006457], [ Generator :: loss: 4.556234] epoch: 4076, [Discriminator :: d_loss: 0.009922], [ Generator :: loss: 4.714778] epoch: 4077, [Discriminator :: d_loss: 0.007305], [ Generator :: loss: 5.204306] epoch: 4078, [Discriminator :: d_loss: 0.007438], [ 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epoch: 4081, [Discriminator :: d_loss: 0.005241], [ Generator :: loss: 5.106565] epoch: 4082, [Discriminator :: d_loss: 0.006233], [ Generator :: loss: 6.253681] epoch: 4083, [Discriminator :: d_loss: 0.005650], [ Generator :: loss: 5.063956] epoch: 4084, [Discriminator :: d_loss: 0.005425], [ Generator :: loss: 4.880804] epoch: 4085, [Discriminator :: d_loss: 0.006029], [ Generator :: loss: 5.132421] epoch: 4086, [Discriminator :: d_loss: 0.004800], [ Generator :: loss: 4.808667] epoch: 4087, [Discriminator :: d_loss: 0.007563], [ Generator :: loss: 4.756285] epoch: 4088, [Discriminator :: d_loss: 0.007467], [ Generator :: loss: 4.988340] epoch: 4089, [Discriminator :: d_loss: 0.006235], [ Generator :: loss: 5.197964] epoch: 4090, [Discriminator :: d_loss: 0.006628], [ Generator :: loss: 4.937804] epoch: 4091, [Discriminator :: d_loss: 0.005907], [ Generator :: loss: 4.889320] epoch: 4092, [Discriminator :: d_loss: 0.005251], [ Generator :: loss: 4.889550] epoch: 4093, [Discriminator :: d_loss: 0.006399], [ Generator :: loss: 4.770823] epoch: 4094, [Discriminator :: d_loss: 0.006014], [ Generator :: loss: 4.680700] epoch: 4095, [Discriminator :: d_loss: 0.006015], [ Generator :: loss: 4.787433] epoch: 4096, [Discriminator :: d_loss: 0.007597], [ Generator :: loss: 4.682787] epoch: 4097, [Discriminator :: d_loss: 0.008043], [ Generator :: loss: 4.839858] epoch: 4098, [Discriminator :: d_loss: 0.005611], [ Generator :: loss: 4.946681] epoch: 4099, [Discriminator :: d_loss: 0.006027], [ Generator :: loss: 4.789414] epoch: 4100, [Discriminator :: d_loss: 0.007481], [ Generator :: loss: 4.696858] epoch: 4101, [Discriminator :: d_loss: 0.007371], [ Generator :: loss: 4.553421] epoch: 4102, [Discriminator :: d_loss: 0.008283], [ Generator :: loss: 4.961027] epoch: 4103, [Discriminator :: d_loss: 0.009948], [ Generator :: loss: 5.215961] epoch: 4104, [Discriminator :: d_loss: 0.007133], [ Generator :: loss: 5.228916] epoch: 4105, [Discriminator :: d_loss: 0.006246], [ Generator :: loss: 5.154800] epoch: 4106, [Discriminator :: d_loss: 0.006479], [ Generator :: loss: 5.071822] epoch: 4107, [Discriminator :: d_loss: 0.006407], [ Generator :: loss: 4.974205] epoch: 4108, [Discriminator :: d_loss: 0.006015], [ Generator :: loss: 5.195557] epoch: 4109, [Discriminator :: d_loss: 0.005068], [ Generator :: loss: 5.360294] epoch: 4110, [Discriminator :: d_loss: 0.005555], [ Generator :: loss: 4.883952] epoch: 4111, [Discriminator :: d_loss: 0.006100], [ Generator :: loss: 4.938224] epoch: 4112, [Discriminator :: d_loss: 0.006345], [ Generator :: loss: 4.985853] epoch: 4113, [Discriminator :: d_loss: 0.007309], [ Generator :: loss: 5.073482] epoch: 4114, [Discriminator :: d_loss: 0.006399], [ Generator :: loss: 4.915438] epoch: 4115, [Discriminator :: d_loss: 0.006299], [ Generator :: loss: 5.222157] epoch: 4116, [Discriminator :: d_loss: 0.006793], [ Generator :: loss: 5.042299] epoch: 4117, [Discriminator :: d_loss: 0.006525], [ Generator :: loss: 5.350915] epoch: 4118, [Discriminator :: d_loss: 0.005688], [ Generator :: loss: 5.107043] epoch: 4119, [Discriminator :: d_loss: 0.005841], [ Generator :: loss: 5.114932] epoch: 4120, [Discriminator :: d_loss: 0.005978], [ Generator :: loss: 4.792876] epoch: 4121, [Discriminator :: d_loss: 0.005865], [ Generator :: loss: 4.755027] epoch: 4122, [Discriminator :: d_loss: 0.006871], [ Generator :: loss: 5.183422] epoch: 4123, [Discriminator :: d_loss: 0.007536], [ Generator :: loss: 5.163051] epoch: 4124, [Discriminator :: d_loss: 0.005959], [ Generator :: loss: 4.972778] epoch: 4125, [Discriminator :: d_loss: 0.006836], [ Generator :: loss: 5.099290] epoch: 4126, [Discriminator :: d_loss: 0.005190], [ Generator :: loss: 5.305066] epoch: 4127, [Discriminator :: d_loss: 0.005342], [ Generator :: loss: 4.888522] epoch: 4128, [Discriminator :: d_loss: 0.004396], [ Generator :: loss: 4.695149] epoch: 4129, [Discriminator :: d_loss: 0.009447], [ Generator :: loss: 5.107985] epoch: 4130, [Discriminator 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epoch: 4155, [Discriminator :: d_loss: 0.003775], [ Generator :: loss: 5.242731] epoch: 4156, [Discriminator :: d_loss: 0.004773], [ Generator :: loss: 5.223112] epoch: 4157, [Discriminator :: d_loss: 0.006363], [ Generator :: loss: 5.590235] epoch: 4158, [Discriminator :: d_loss: 0.004811], [ Generator :: loss: 5.417190] epoch: 4159, [Discriminator :: d_loss: 0.005151], [ Generator :: loss: 5.823392] epoch: 4160, [Discriminator :: d_loss: 0.003805], [ Generator :: loss: 5.527297] epoch: 4161, [Discriminator :: d_loss: 0.003654], [ Generator :: loss: 5.352717] epoch: 4162, [Discriminator :: d_loss: 0.004581], [ Generator :: loss: 5.417536] epoch: 4163, [Discriminator :: d_loss: 0.004164], [ Generator :: loss: 5.509126] epoch: 4164, [Discriminator :: d_loss: 0.003682], [ Generator :: loss: 5.441780] epoch: 4165, [Discriminator :: d_loss: 0.002839], [ Generator :: loss: 5.436592] epoch: 4166, [Discriminator :: d_loss: 0.003493], [ Generator :: loss: 5.510073] epoch: 4167, [Discriminator :: d_loss: 0.003265], [ Generator :: loss: 5.554070] epoch: 4168, [Discriminator :: d_loss: 0.003072], [ Generator :: loss: 5.766500] epoch: 4169, [Discriminator :: d_loss: 0.003212], [ Generator :: loss: 5.408929] epoch: 4170, [Discriminator :: d_loss: 0.002963], [ Generator :: loss: 5.270612] epoch: 4171, [Discriminator :: d_loss: 0.003097], [ Generator :: loss: 5.413633] epoch: 4172, [Discriminator :: d_loss: 0.003816], [ Generator :: loss: 5.941055] epoch: 4173, [Discriminator :: d_loss: 0.002999], [ Generator :: loss: 5.994091] epoch: 4174, [Discriminator :: d_loss: 0.002858], [ Generator :: loss: 5.736829] epoch: 4175, [Discriminator :: d_loss: 0.002747], [ Generator :: loss: 5.693570] epoch: 4176, [Discriminator :: d_loss: 0.003288], [ Generator :: loss: 5.350894] epoch: 4177, [Discriminator :: d_loss: 0.003521], [ Generator :: loss: 5.352332] epoch: 4178, [Discriminator :: d_loss: 0.003359], [ Generator :: loss: 5.436671] epoch: 4179, [Discriminator :: d_loss: 0.003533], [ 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epoch: 4183, [Discriminator :: d_loss: 0.002684], [ Generator :: loss: 5.620339] epoch: 4184, [Discriminator :: d_loss: 0.003793], [ Generator :: loss: 5.725090] epoch: 4185, [Discriminator :: d_loss: 0.003612], [ Generator :: loss: 5.506766] epoch: 4186, [Discriminator :: d_loss: 0.002645], [ Generator :: loss: 5.653821] epoch: 4187, [Discriminator :: d_loss: 0.003370], [ Generator :: loss: 5.460149] epoch: 4188, [Discriminator :: d_loss: 0.003706], [ Generator :: loss: 5.256220] epoch: 4189, [Discriminator :: d_loss: 0.003684], [ Generator :: loss: 5.781695] epoch: 4190, [Discriminator :: d_loss: 0.002981], [ Generator :: loss: 5.782646] epoch: 4191, [Discriminator :: d_loss: 0.002586], [ Generator :: loss: 5.464709] epoch: 4192, [Discriminator :: d_loss: 0.003661], [ Generator :: loss: 5.673881] epoch: 4193, [Discriminator :: d_loss: 0.002984], [ Generator :: loss: 5.553716] epoch: 4194, [Discriminator :: d_loss: 0.002711], [ Generator :: loss: 5.310800] epoch: 4195, [Discriminator :: d_loss: 0.003752], [ Generator :: loss: 5.569110] epoch: 4196, [Discriminator :: d_loss: 0.003498], [ Generator :: loss: 5.115322] epoch: 4197, [Discriminator :: d_loss: 0.003383], [ Generator :: loss: 5.200294] epoch: 4198, [Discriminator :: d_loss: 0.005976], [ Generator :: loss: 5.231227] epoch: 4199, [Discriminator :: d_loss: 0.004943], [ Generator :: loss: 5.558988] epoch: 4200, [Discriminator :: d_loss: 0.002895], [ Generator :: loss: 5.234634] epoch: 4201, [Discriminator :: d_loss: 0.003830], [ Generator :: loss: 5.301705] epoch: 4202, [Discriminator :: d_loss: 0.004124], [ Generator :: loss: 5.321776] epoch: 4203, [Discriminator :: d_loss: 0.003552], [ Generator :: loss: 5.317508] epoch: 4204, [Discriminator :: d_loss: 0.003153], [ Generator :: loss: 5.244792] epoch: 4205, [Discriminator :: d_loss: 0.005031], [ Generator :: loss: 5.404221] epoch: 4206, [Discriminator :: d_loss: 0.003335], [ Generator :: loss: 5.544358] epoch: 4207, [Discriminator :: d_loss: 0.003876], [ 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epoch: 4220, [Discriminator :: d_loss: 0.003588], [ Generator :: loss: 5.761534] epoch: 4221, [Discriminator :: d_loss: 0.003376], [ Generator :: loss: 5.836087] epoch: 4222, [Discriminator :: d_loss: 0.002597], [ Generator :: loss: 5.705018] epoch: 4223, [Discriminator :: d_loss: 0.002760], [ Generator :: loss: 5.872524] epoch: 4224, [Discriminator :: d_loss: 0.002725], [ Generator :: loss: 5.538113] epoch: 4225, [Discriminator :: d_loss: 0.831929], [ Generator :: loss: 3.818896] epoch: 4226, [Discriminator :: d_loss: 0.009938], [ Generator :: loss: 3.194908] epoch: 4227, [Discriminator :: d_loss: 0.135235], [ Generator :: loss: 3.430139] epoch: 4228, [Discriminator :: d_loss: 0.239628], [ Generator :: loss: 5.715549] epoch: 4229, [Discriminator :: d_loss: 0.100189], [ Generator :: loss: 7.330790] epoch: 4230, [Discriminator :: d_loss: 0.013726], [ Generator :: loss: 7.085135] epoch: 4231, [Discriminator :: d_loss: 0.055435], [ Generator :: loss: 7.643316] epoch: 4232, [Discriminator :: d_loss: 0.071914], [ Generator :: loss: 8.214482] epoch: 4233, [Discriminator :: d_loss: 0.008206], [ Generator :: loss: 7.813268] epoch: 4234, [Discriminator :: d_loss: 0.006033], [ Generator :: loss: 6.816175] epoch: 4235, [Discriminator :: d_loss: 0.013191], [ Generator :: loss: 6.126561] epoch: 4236, [Discriminator :: d_loss: 0.041054], [ Generator :: loss: 5.093955] epoch: 4237, [Discriminator :: d_loss: 0.093353], [ Generator :: loss: 6.792589] epoch: 4238, [Discriminator :: d_loss: 0.010059], [ Generator :: loss: 6.445106] epoch: 4239, [Discriminator :: d_loss: 0.009861], [ Generator :: loss: 5.067979] epoch: 4240, [Discriminator :: d_loss: 0.045709], [ Generator :: loss: 4.773642] epoch: 4241, [Discriminator :: d_loss: 0.184727], [ Generator :: loss: 5.499425] epoch: 4242, [Discriminator :: d_loss: 0.021792], [ Generator :: loss: 5.725937] epoch: 4243, [Discriminator :: d_loss: 0.042391], [ Generator :: loss: 5.886801] epoch: 4244, [Discriminator :: d_loss: 0.090143], [ 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epoch: 4257, [Discriminator :: d_loss: 0.042240], [ Generator :: loss: 6.252988] epoch: 4258, [Discriminator :: d_loss: 0.049517], [ Generator :: loss: 5.651061] epoch: 4259, [Discriminator :: d_loss: 0.071349], [ Generator :: loss: 5.565190] epoch: 4260, [Discriminator :: d_loss: 0.070088], [ Generator :: loss: 6.595745] epoch: 4261, [Discriminator :: d_loss: 0.038536], [ Generator :: loss: 6.252222] epoch: 4262, [Discriminator :: d_loss: 0.042947], [ Generator :: loss: 6.719157] epoch: 4263, [Discriminator :: d_loss: 0.021484], [ Generator :: loss: 6.037809] epoch: 4264, [Discriminator :: d_loss: 0.020360], [ Generator :: loss: 5.732590] epoch: 4265, [Discriminator :: d_loss: 0.059367], [ Generator :: loss: 5.657547] epoch: 4266, [Discriminator :: d_loss: 0.025283], [ Generator :: loss: 5.623553] epoch: 4267, [Discriminator :: d_loss: 0.023685], [ Generator :: loss: 5.285186] epoch: 4268, [Discriminator :: d_loss: 0.042743], [ Generator :: loss: 5.101044] epoch: 4269, [Discriminator :: d_loss: 0.029494], [ Generator :: loss: 5.494625] epoch: 4270, [Discriminator :: d_loss: 0.026858], [ Generator :: loss: 5.420651] epoch: 4271, [Discriminator :: d_loss: 0.019549], [ Generator :: loss: 5.870373] epoch: 4272, [Discriminator :: d_loss: 0.015054], [ Generator :: loss: 5.291664] epoch: 4273, [Discriminator :: d_loss: 0.014629], [ Generator :: loss: 4.935184] epoch: 4274, [Discriminator :: d_loss: 0.018865], [ Generator :: loss: 5.163342] epoch: 4275, [Discriminator :: d_loss: 0.020772], [ Generator :: loss: 4.813772] epoch: 4276, [Discriminator :: d_loss: 0.018181], [ Generator :: loss: 4.934372] epoch: 4277, [Discriminator :: d_loss: 0.011862], [ Generator :: loss: 5.222270] epoch: 4278, [Discriminator :: d_loss: 0.010377], [ Generator :: loss: 4.857024] epoch: 4279, [Discriminator :: d_loss: 0.025216], [ Generator :: loss: 4.893711] epoch: 4280, [Discriminator :: d_loss: 0.015299], [ Generator :: loss: 5.260355] epoch: 4281, [Discriminator :: d_loss: 0.008928], [ 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epoch: 4285, [Discriminator :: d_loss: 0.006264], [ Generator :: loss: 5.124321] epoch: 4286, [Discriminator :: d_loss: 0.009539], [ Generator :: loss: 5.011656] epoch: 4287, [Discriminator :: d_loss: 0.007432], [ Generator :: loss: 4.897058] epoch: 4288, [Discriminator :: d_loss: 0.009053], [ Generator :: loss: 4.553288] epoch: 4289, [Discriminator :: d_loss: 0.013388], [ Generator :: loss: 5.201034] epoch: 4290, [Discriminator :: d_loss: 0.006005], [ Generator :: loss: 5.063224] epoch: 4291, [Discriminator :: d_loss: 0.009000], [ Generator :: loss: 5.150934] epoch: 4292, [Discriminator :: d_loss: 0.012725], [ Generator :: loss: 5.526712] epoch: 4293, [Discriminator :: d_loss: 0.004367], [ Generator :: loss: 5.695015] epoch: 4294, [Discriminator :: d_loss: 0.008668], [ Generator :: loss: 5.667777] epoch: 4295, [Discriminator :: d_loss: 0.005490], [ Generator :: loss: 5.084575] epoch: 4296, [Discriminator :: d_loss: 0.006554], [ Generator :: loss: 5.202469] epoch: 4297, [Discriminator :: d_loss: 0.008448], [ Generator :: loss: 5.442738] epoch: 4298, [Discriminator :: d_loss: 0.005479], [ Generator :: loss: 5.085966] epoch: 4299, [Discriminator :: d_loss: 0.008358], [ Generator :: loss: 4.963660] epoch: 4300, [Discriminator :: d_loss: 0.006524], [ Generator :: loss: 5.114637] epoch: 4301, [Discriminator :: d_loss: 0.010191], [ Generator :: loss: 5.216597] epoch: 4302, [Discriminator :: d_loss: 0.005489], [ Generator :: loss: 5.523687] epoch: 4303, [Discriminator :: d_loss: 0.005455], [ Generator :: loss: 5.204687] epoch: 4304, [Discriminator :: d_loss: 0.003988], [ Generator :: loss: 5.615453] epoch: 4305, [Discriminator :: d_loss: 0.005276], [ Generator :: loss: 5.113695] epoch: 4306, [Discriminator :: d_loss: 0.006030], [ Generator :: loss: 5.100183] epoch: 4307, [Discriminator :: d_loss: 0.007194], [ Generator :: loss: 5.403346] epoch: 4308, [Discriminator :: d_loss: 0.005222], [ Generator :: loss: 4.828918] epoch: 4309, [Discriminator :: d_loss: 0.006423], [ 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epoch: 4322, [Discriminator :: d_loss: 0.008598], [ Generator :: loss: 5.186597] epoch: 4323, [Discriminator :: d_loss: 1.287278], [ Generator :: loss: 1.928039] epoch: 4324, [Discriminator :: d_loss: 0.197049], [ Generator :: loss: 3.659725] epoch: 4325, [Discriminator :: d_loss: 0.083844], [ Generator :: loss: 5.494727] epoch: 4326, [Discriminator :: d_loss: 0.009382], [ Generator :: loss: 5.619096] epoch: 4327, [Discriminator :: d_loss: 0.005478], [ Generator :: loss: 5.257200] epoch: 4328, [Discriminator :: d_loss: 0.008140], [ Generator :: loss: 4.879339] epoch: 4329, [Discriminator :: d_loss: 0.013637], [ Generator :: loss: 4.510424] epoch: 4330, [Discriminator :: d_loss: 0.022345], [ Generator :: loss: 4.442209] epoch: 4331, [Discriminator :: d_loss: 0.027567], [ Generator :: loss: 4.529964] epoch: 4332, [Discriminator :: d_loss: 0.020648], [ Generator :: loss: 4.540586] epoch: 4333, [Discriminator :: d_loss: 0.015001], [ Generator :: loss: 4.349168] epoch: 4334, [Discriminator :: d_loss: 0.024094], [ Generator :: loss: 4.453952] epoch: 4335, [Discriminator :: d_loss: 0.014326], [ Generator :: loss: 3.896591] epoch: 4336, [Discriminator :: d_loss: 0.038254], [ Generator :: loss: 3.874801] epoch: 4337, [Discriminator :: d_loss: 0.027747], [ Generator :: loss: 4.338655] epoch: 4338, [Discriminator :: d_loss: 0.022310], [ Generator :: loss: 4.517912] epoch: 4339, [Discriminator :: d_loss: 0.033904], [ Generator :: loss: 4.368229] epoch: 4340, [Discriminator :: d_loss: 0.038022], [ Generator :: loss: 4.375818] epoch: 4341, [Discriminator :: d_loss: 0.044806], [ Generator :: loss: 4.690302] epoch: 4342, [Discriminator :: d_loss: 0.025281], [ Generator :: loss: 4.599273] epoch: 4343, [Discriminator :: d_loss: 0.021030], [ Generator :: loss: 4.570140] epoch: 4344, [Discriminator :: d_loss: 0.028925], [ Generator :: loss: 4.730563] epoch: 4345, [Discriminator :: d_loss: 0.029111], [ Generator :: loss: 4.901529] epoch: 4346, [Discriminator :: d_loss: 0.026869], [ 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epoch: 4359, [Discriminator :: d_loss: 0.019706], [ Generator :: loss: 4.807448] epoch: 4360, [Discriminator :: d_loss: 0.014794], [ Generator :: loss: 4.681277] epoch: 4361, [Discriminator :: d_loss: 0.015465], [ Generator :: loss: 4.724780] epoch: 4362, [Discriminator :: d_loss: 0.032467], [ Generator :: loss: 4.788968] epoch: 4363, [Discriminator :: d_loss: 0.013858], [ Generator :: loss: 5.047698] epoch: 4364, [Discriminator :: d_loss: 0.013715], [ Generator :: loss: 4.653250] epoch: 4365, [Discriminator :: d_loss: 0.015793], [ Generator :: loss: 5.058253] epoch: 4366, [Discriminator :: d_loss: 0.024362], [ Generator :: loss: 4.931769] epoch: 4367, [Discriminator :: d_loss: 0.012462], [ Generator :: loss: 4.669785] epoch: 4368, [Discriminator :: d_loss: 0.019634], [ Generator :: loss: 4.789093] epoch: 4369, [Discriminator :: d_loss: 0.010943], [ Generator :: loss: 4.324854] epoch: 4370, [Discriminator :: d_loss: 0.022240], [ Generator :: loss: 4.687171] epoch: 4371, [Discriminator 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epoch: 4390, [Discriminator :: d_loss: 0.004659], [ Generator :: loss: 5.035479] epoch: 4391, [Discriminator :: d_loss: 0.006806], [ Generator :: loss: 4.932246] epoch: 4392, [Discriminator :: d_loss: 0.011559], [ Generator :: loss: 5.172514] epoch: 4393, [Discriminator :: d_loss: 0.009958], [ Generator :: loss: 5.313872] epoch: 4394, [Discriminator :: d_loss: 0.007541], [ Generator :: loss: 5.692832] epoch: 4395, [Discriminator :: d_loss: 0.006181], [ Generator :: loss: 5.580201] epoch: 4396, [Discriminator :: d_loss: 0.006653], [ Generator :: loss: 5.688874] epoch: 4397, [Discriminator :: d_loss: 0.006399], [ Generator :: loss: 5.234307] epoch: 4398, [Discriminator :: d_loss: 0.004123], [ Generator :: loss: 5.444893] epoch: 4399, [Discriminator :: d_loss: 0.006500], [ Generator :: loss: 5.632150] epoch: 4400, [Discriminator :: d_loss: 0.006611], [ Generator :: loss: 5.438529] epoch: 4401, [Discriminator :: d_loss: 0.006779], [ Generator :: loss: 5.206229] epoch: 4402, [Discriminator :: d_loss: 0.007285], [ Generator :: loss: 5.293745] epoch: 4403, [Discriminator :: d_loss: 0.004948], [ Generator :: loss: 5.281771] epoch: 4404, [Discriminator :: d_loss: 0.007481], [ Generator :: loss: 5.422504] epoch: 4405, [Discriminator :: d_loss: 0.006007], [ Generator :: loss: 5.303962] epoch: 4406, [Discriminator :: d_loss: 0.004797], [ Generator :: loss: 5.436717] epoch: 4407, [Discriminator :: d_loss: 0.005185], [ Generator :: loss: 5.117497] epoch: 4408, [Discriminator :: d_loss: 0.006276], [ Generator :: loss: 5.441274] epoch: 4409, [Discriminator :: d_loss: 0.005575], [ Generator :: loss: 4.964058] epoch: 4410, [Discriminator :: d_loss: 0.004619], [ Generator :: loss: 5.100872] epoch: 4411, [Discriminator :: d_loss: 0.006005], [ Generator :: loss: 5.434308] epoch: 4412, [Discriminator :: d_loss: 0.007991], [ Generator :: loss: 5.168489] epoch: 4413, [Discriminator :: d_loss: 0.006103], [ Generator :: loss: 5.570899] epoch: 4414, [Discriminator :: d_loss: 0.005146], [ 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epoch: 4427, [Discriminator :: d_loss: 0.005520], [ Generator :: loss: 5.394097] epoch: 4428, [Discriminator :: d_loss: 0.004642], [ Generator :: loss: 5.347898] epoch: 4429, [Discriminator :: d_loss: 0.003457], [ Generator :: loss: 5.417918] epoch: 4430, [Discriminator :: d_loss: 0.004355], [ Generator :: loss: 5.947541] epoch: 4431, [Discriminator :: d_loss: 0.003781], [ Generator :: loss: 5.632606] epoch: 4432, [Discriminator :: d_loss: 0.004069], [ Generator :: loss: 5.510326] epoch: 4433, [Discriminator :: d_loss: 0.003389], [ Generator :: loss: 5.778310] epoch: 4434, [Discriminator :: d_loss: 0.002996], [ Generator :: loss: 5.660154] epoch: 4435, [Discriminator :: d_loss: 0.003559], [ Generator :: loss: 5.494338] epoch: 4436, [Discriminator :: d_loss: 0.005089], [ Generator :: loss: 5.593647] epoch: 4437, [Discriminator :: d_loss: 0.004864], [ Generator :: loss: 6.051239] epoch: 4438, [Discriminator :: d_loss: 0.004363], [ Generator :: loss: 5.624420] epoch: 4439, [Discriminator :: d_loss: 0.003498], [ Generator :: loss: 5.628094] epoch: 4440, [Discriminator :: d_loss: 0.003500], [ Generator :: loss: 5.557011] epoch: 4441, [Discriminator :: d_loss: 0.005608], [ Generator :: loss: 5.405797] epoch: 4442, [Discriminator :: d_loss: 0.005738], [ Generator :: loss: 5.833440] epoch: 4443, [Discriminator :: d_loss: 0.003389], [ Generator :: loss: 5.577248] epoch: 4444, [Discriminator :: d_loss: 0.003908], [ Generator :: loss: 5.648254] epoch: 4445, [Discriminator :: d_loss: 0.003304], [ Generator :: loss: 5.536845] epoch: 4446, [Discriminator :: d_loss: 0.003758], [ Generator :: loss: 5.962070] epoch: 4447, [Discriminator :: d_loss: 0.003838], [ Generator :: loss: 5.841136] epoch: 4448, [Discriminator :: d_loss: 0.003157], [ Generator :: loss: 5.702323] epoch: 4449, [Discriminator :: d_loss: 0.003369], [ Generator :: loss: 5.540684] epoch: 4450, [Discriminator :: d_loss: 0.002995], [ Generator :: loss: 5.961415] epoch: 4451, [Discriminator :: d_loss: 0.003149], [ 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epoch: 4464, [Discriminator :: d_loss: 0.003032], [ Generator :: loss: 5.722833] epoch: 4465, [Discriminator :: d_loss: 0.002778], [ Generator :: loss: 5.835169] epoch: 4466, [Discriminator :: d_loss: 0.004526], [ Generator :: loss: 5.883826] epoch: 4467, [Discriminator :: d_loss: 0.001897], [ Generator :: loss: 5.595556] epoch: 4468, [Discriminator :: d_loss: 0.004240], [ Generator :: loss: 6.176063] epoch: 4469, [Discriminator :: d_loss: 0.002901], [ Generator :: loss: 6.131948] epoch: 4470, [Discriminator :: d_loss: 0.002944], [ Generator :: loss: 5.880694] epoch: 4471, [Discriminator :: d_loss: 0.002877], [ Generator :: loss: 6.353745] epoch: 4472, [Discriminator :: d_loss: 0.003387], [ Generator :: loss: 5.981423] epoch: 4473, [Discriminator :: d_loss: 0.002171], [ Generator :: loss: 5.587584] epoch: 4474, [Discriminator :: d_loss: 0.003606], [ Generator :: loss: 5.748582] epoch: 4475, [Discriminator :: d_loss: 0.003484], [ Generator :: loss: 5.650628] epoch: 4476, [Discriminator :: d_loss: 0.002343], [ Generator :: loss: 6.525208] epoch: 4477, [Discriminator :: d_loss: 0.003512], [ Generator :: loss: 6.028150] epoch: 4478, [Discriminator :: d_loss: 0.002794], [ Generator :: loss: 5.777479] epoch: 4479, [Discriminator :: d_loss: 0.002345], [ Generator :: loss: 5.575072] epoch: 4480, [Discriminator :: d_loss: 0.002937], [ Generator :: loss: 5.685344] epoch: 4481, [Discriminator :: d_loss: 0.002568], [ Generator :: loss: 5.734010] epoch: 4482, [Discriminator :: d_loss: 0.002840], [ Generator :: loss: 5.995646] epoch: 4483, [Discriminator :: d_loss: 0.003818], [ Generator :: loss: 6.076923] epoch: 4484, [Discriminator :: d_loss: 1.997941], [ Generator :: loss: 3.127319] epoch: 4485, [Discriminator :: d_loss: 0.109106], [ Generator :: loss: 2.953250] epoch: 4486, [Discriminator :: d_loss: 0.109712], [ Generator :: loss: 4.043747] epoch: 4487, [Discriminator :: d_loss: 0.031316], [ Generator :: loss: 4.906534] epoch: 4488, [Discriminator :: d_loss: 0.008890], [ 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epoch: 4499, [Discriminator :: d_loss: 0.017945], [ Generator :: loss: 4.467335] epoch: 4500, [Discriminator :: d_loss: 0.018936], [ Generator :: loss: 4.140246] epoch: 4501, [Discriminator :: d_loss: 0.036453], [ Generator :: loss: 3.903122] epoch: 4502, [Discriminator :: d_loss: 0.031134], [ Generator :: loss: 4.413275] epoch: 4503, [Discriminator :: d_loss: 0.019494], [ Generator :: loss: 4.668630] epoch: 4504, [Discriminator :: d_loss: 0.015322], [ Generator :: loss: 4.381240] epoch: 4505, [Discriminator :: d_loss: 0.013880], [ Generator :: loss: 4.551195] epoch: 4506, [Discriminator :: d_loss: 0.014213], [ Generator :: loss: 4.322637] epoch: 4507, [Discriminator :: d_loss: 0.016186], [ Generator :: loss: 4.020026] epoch: 4508, [Discriminator :: d_loss: 0.026413], [ Generator :: loss: 3.922003] epoch: 4509, [Discriminator :: d_loss: 0.024378], [ Generator :: loss: 4.479226] epoch: 4510, [Discriminator :: d_loss: 0.023696], [ Generator :: loss: 4.500545] epoch: 4511, [Discriminator :: d_loss: 0.023526], [ Generator :: loss: 4.343143] epoch: 4512, [Discriminator :: d_loss: 0.021374], [ Generator :: loss: 4.598315] epoch: 4513, [Discriminator :: d_loss: 0.021311], [ Generator :: loss: 4.122924] epoch: 4514, [Discriminator :: d_loss: 0.022744], [ Generator :: loss: 3.882707] epoch: 4515, [Discriminator :: d_loss: 0.025800], [ Generator :: loss: 4.338257] epoch: 4516, [Discriminator :: d_loss: 0.027638], [ Generator :: loss: 4.384673] epoch: 4517, [Discriminator :: d_loss: 0.015209], [ Generator :: loss: 4.503676] epoch: 4518, [Discriminator :: d_loss: 0.021280], [ Generator :: loss: 4.716187] epoch: 4519, [Discriminator :: d_loss: 0.019554], [ Generator :: loss: 4.482647] epoch: 4520, [Discriminator :: d_loss: 0.013834], [ Generator :: loss: 3.719729] epoch: 4521, [Discriminator :: d_loss: 0.026775], [ Generator :: loss: 4.518123] epoch: 4522, [Discriminator :: d_loss: 0.028201], [ Generator :: loss: 4.506236] epoch: 4523, [Discriminator :: d_loss: 0.023824], [ 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epoch: 4536, [Discriminator :: d_loss: 0.016277], [ Generator :: loss: 4.683441] epoch: 4537, [Discriminator :: d_loss: 0.023034], [ Generator :: loss: 4.824007] epoch: 4538, [Discriminator :: d_loss: 0.013271], [ Generator :: loss: 4.678952] epoch: 4539, [Discriminator :: d_loss: 0.016876], [ Generator :: loss: 5.303100] epoch: 4540, [Discriminator :: d_loss: 0.010740], [ Generator :: loss: 5.381079] epoch: 4541, [Discriminator :: d_loss: 0.006713], [ Generator :: loss: 4.991078] epoch: 4542, [Discriminator :: d_loss: 0.009503], [ Generator :: loss: 4.769987] epoch: 4543, [Discriminator :: d_loss: 0.013010], [ Generator :: loss: 4.621447] epoch: 4544, [Discriminator :: d_loss: 0.014500], [ Generator :: loss: 4.627949] epoch: 4545, [Discriminator :: d_loss: 0.015377], [ Generator :: loss: 4.526591] epoch: 4546, [Discriminator :: d_loss: 0.014754], [ Generator :: loss: 4.960560] epoch: 4547, [Discriminator :: d_loss: 0.012831], [ Generator :: loss: 4.690491] epoch: 4548, [Discriminator :: d_loss: 0.009836], [ Generator :: loss: 4.884895] epoch: 4549, [Discriminator :: d_loss: 0.011361], [ Generator :: loss: 4.534005] epoch: 4550, [Discriminator :: d_loss: 0.012517], [ Generator :: loss: 4.490070] epoch: 4551, [Discriminator :: d_loss: 0.014953], [ Generator :: loss: 4.492535] epoch: 4552, [Discriminator :: d_loss: 0.011549], [ Generator :: loss: 4.496896] epoch: 4553, [Discriminator :: d_loss: 0.014857], [ Generator :: loss: 4.663205] epoch: 4554, [Discriminator :: d_loss: 0.008943], [ Generator :: loss: 4.911175] epoch: 4555, [Discriminator :: d_loss: 0.008744], [ Generator :: loss: 4.670100] epoch: 4556, [Discriminator :: d_loss: 0.012229], [ Generator :: loss: 5.109961] epoch: 4557, [Discriminator :: d_loss: 0.009126], [ Generator :: loss: 4.805193] epoch: 4558, [Discriminator :: d_loss: 0.009825], [ Generator :: loss: 4.763955] epoch: 4559, [Discriminator :: d_loss: 0.010562], [ Generator :: loss: 5.104775] epoch: 4560, [Discriminator :: d_loss: 0.009357], [ Generator :: loss: 4.781157] epoch: 4561, [Discriminator :: d_loss: 0.009918], [ Generator :: loss: 4.660100] epoch: 4562, [Discriminator :: d_loss: 0.010335], [ Generator :: loss: 4.610217] epoch: 4563, [Discriminator :: d_loss: 0.009523], [ Generator :: loss: 4.489071] epoch: 4564, [Discriminator :: d_loss: 0.008893], [ Generator :: loss: 4.469110] epoch: 4565, [Discriminator :: d_loss: 0.016723], [ Generator :: loss: 4.696682] epoch: 4566, [Discriminator :: d_loss: 0.010024], [ Generator :: loss: 4.940656] epoch: 4567, [Discriminator :: d_loss: 0.009427], [ Generator :: loss: 4.869693] epoch: 4568, [Discriminator :: d_loss: 0.008649], [ Generator :: loss: 4.884330] epoch: 4569, [Discriminator :: d_loss: 0.006547], [ Generator :: loss: 5.207233] epoch: 4570, [Discriminator :: d_loss: 0.006120], [ Generator :: loss: 4.948000] epoch: 4571, [Discriminator :: d_loss: 0.007557], [ Generator :: loss: 5.177310] epoch: 4572, [Discriminator :: d_loss: 0.004612], [ Generator :: loss: 4.888623] epoch: 4573, [Discriminator :: d_loss: 0.006482], [ Generator :: loss: 4.800807] epoch: 4574, [Discriminator :: d_loss: 0.006589], [ Generator :: loss: 5.213445] epoch: 4575, [Discriminator :: d_loss: 0.006601], [ Generator :: loss: 4.954019] epoch: 4576, [Discriminator :: d_loss: 0.007209], [ Generator :: loss: 4.675742] epoch: 4577, [Discriminator :: d_loss: 0.006971], [ Generator :: loss: 4.884055] epoch: 4578, [Discriminator :: d_loss: 0.006276], [ Generator :: loss: 4.931432] epoch: 4579, [Discriminator :: d_loss: 0.006065], [ Generator :: loss: 4.749576] epoch: 4580, [Discriminator :: d_loss: 0.044173], [ Generator :: loss: 2.425604] epoch: 4581, [Discriminator :: d_loss: 0.080935], [ Generator :: loss: 2.936275] epoch: 4582, [Discriminator :: d_loss: 0.080810], [ Generator :: loss: 4.275864] epoch: 4583, [Discriminator :: d_loss: 0.035434], [ Generator :: loss: 4.903413] epoch: 4584, [Discriminator :: d_loss: 0.007742], [ Generator :: loss: 4.956628] epoch: 4585, [Discriminator :: d_loss: 0.010343], [ Generator :: loss: 5.116966] epoch: 4586, [Discriminator :: d_loss: 0.012782], [ Generator :: loss: 4.967113] epoch: 4587, [Discriminator :: d_loss: 0.011297], [ Generator :: loss: 4.992009] epoch: 4588, [Discriminator :: d_loss: 0.011665], [ Generator :: loss: 5.131135] epoch: 4589, [Discriminator :: d_loss: 0.007103], [ Generator :: loss: 4.652553] epoch: 4590, [Discriminator :: d_loss: 0.009977], [ Generator :: loss: 4.555187] epoch: 4591, [Discriminator :: d_loss: 0.016429], [ Generator :: loss: 4.314822] epoch: 4592, [Discriminator :: d_loss: 0.016616], [ Generator :: loss: 4.458106] epoch: 4593, [Discriminator :: d_loss: 0.015885], [ Generator :: loss: 4.196807] epoch: 4594, [Discriminator :: d_loss: 0.018995], [ Generator :: loss: 4.338899] epoch: 4595, [Discriminator :: d_loss: 0.023211], [ Generator :: loss: 4.253748] epoch: 4596, [Discriminator :: d_loss: 0.021826], [ Generator :: loss: 4.219408] epoch: 4597, [Discriminator :: d_loss: 0.016662], [ 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epoch: 4601, [Discriminator :: d_loss: 0.014549], [ Generator :: loss: 4.587646] epoch: 4602, [Discriminator :: d_loss: 0.014001], [ Generator :: loss: 4.238663] epoch: 4603, [Discriminator :: d_loss: 0.013587], [ Generator :: loss: 4.376226] epoch: 4604, [Discriminator :: d_loss: 0.020316], [ Generator :: loss: 4.784080] epoch: 4605, [Discriminator :: d_loss: 0.009799], [ Generator :: loss: 4.947477] epoch: 4606, [Discriminator :: d_loss: 0.012202], [ Generator :: loss: 4.835321] epoch: 4607, [Discriminator :: d_loss: 0.010503], [ Generator :: loss: 4.814376] epoch: 4608, [Discriminator :: d_loss: 0.010098], [ Generator :: loss: 4.523479] epoch: 4609, [Discriminator :: d_loss: 0.015349], [ Generator :: loss: 4.572360] epoch: 4610, [Discriminator :: d_loss: 0.009194], [ Generator :: loss: 4.332177] epoch: 4611, [Discriminator :: d_loss: 0.014030], [ Generator :: loss: 4.598087] epoch: 4612, [Discriminator :: d_loss: 0.014281], [ Generator :: loss: 4.360474] epoch: 4613, [Discriminator :: d_loss: 0.017175], [ Generator :: loss: 4.657745] epoch: 4614, [Discriminator :: d_loss: 0.015869], [ Generator :: loss: 4.658428] epoch: 4615, [Discriminator :: d_loss: 0.012708], [ Generator :: loss: 5.140600] epoch: 4616, [Discriminator :: d_loss: 0.012168], [ Generator :: loss: 4.998377] epoch: 4617, [Discriminator :: d_loss: 0.008793], [ Generator :: loss: 4.882429] epoch: 4618, [Discriminator :: d_loss: 0.009436], [ Generator :: loss: 5.107027] epoch: 4619, [Discriminator :: d_loss: 0.011189], [ Generator :: loss: 4.704762] epoch: 4620, [Discriminator :: d_loss: 0.008684], [ Generator :: loss: 4.847783] epoch: 4621, [Discriminator :: d_loss: 0.007345], [ Generator :: loss: 4.764674] epoch: 4622, [Discriminator :: d_loss: 0.009621], [ Generator :: loss: 4.775510] epoch: 4623, [Discriminator :: d_loss: 0.012738], [ Generator :: loss: 5.031685] epoch: 4624, [Discriminator :: d_loss: 0.010887], [ Generator :: loss: 4.939814] epoch: 4625, [Discriminator :: d_loss: 0.010329], [ 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epoch: 4638, [Discriminator :: d_loss: 0.008021], [ Generator :: loss: 4.896173] epoch: 4639, [Discriminator :: d_loss: 0.006049], [ Generator :: loss: 5.164362] epoch: 4640, [Discriminator :: d_loss: 0.006640], [ Generator :: loss: 4.851636] epoch: 4641, [Discriminator :: d_loss: 0.007371], [ Generator :: loss: 5.140882] epoch: 4642, [Discriminator :: d_loss: 0.008859], [ Generator :: loss: 5.015090] epoch: 4643, [Discriminator :: d_loss: 0.008598], [ Generator :: loss: 5.149981] epoch: 4644, [Discriminator :: d_loss: 0.007845], [ Generator :: loss: 5.366035] epoch: 4645, [Discriminator :: d_loss: 0.005789], [ Generator :: loss: 5.446497] epoch: 4646, [Discriminator :: d_loss: 0.003953], [ Generator :: loss: 4.956131] epoch: 4647, [Discriminator :: d_loss: 0.007109], [ Generator :: loss: 4.906725] epoch: 4648, [Discriminator :: d_loss: 0.008373], [ Generator :: loss: 4.775516] epoch: 4649, [Discriminator :: d_loss: 0.007810], [ Generator :: loss: 4.729800] epoch: 4650, [Discriminator :: d_loss: 0.006052], [ Generator :: loss: 5.322826] epoch: 4651, [Discriminator :: d_loss: 0.010771], [ Generator :: loss: 5.127258] epoch: 4652, [Discriminator :: d_loss: 0.006615], [ Generator :: loss: 5.109893] epoch: 4653, [Discriminator :: d_loss: 0.007348], [ Generator :: loss: 5.196323] epoch: 4654, [Discriminator :: d_loss: 0.005634], [ Generator :: loss: 5.063189] epoch: 4655, [Discriminator :: d_loss: 0.005713], [ Generator :: loss: 5.123289] epoch: 4656, [Discriminator :: d_loss: 0.006080], [ Generator :: loss: 5.235626] epoch: 4657, [Discriminator :: d_loss: 0.006826], [ Generator :: loss: 5.150707] epoch: 4658, [Discriminator :: d_loss: 0.004688], [ Generator :: loss: 4.997709] epoch: 4659, [Discriminator :: d_loss: 0.005491], [ Generator :: loss: 5.035695] epoch: 4660, [Discriminator :: d_loss: 0.006161], [ Generator :: loss: 4.780477] epoch: 4661, [Discriminator :: d_loss: 0.006296], [ Generator :: loss: 5.167808] epoch: 4662, [Discriminator :: d_loss: 0.006208], [ Generator :: loss: 5.195544] epoch: 4663, [Discriminator :: d_loss: 0.005972], [ Generator :: loss: 5.025446] epoch: 4664, [Discriminator :: d_loss: 0.005979], [ Generator :: loss: 4.956603] epoch: 4665, [Discriminator :: d_loss: 0.006734], [ Generator :: loss: 5.347918] epoch: 4666, [Discriminator :: d_loss: 0.005889], [ Generator :: loss: 5.243613] epoch: 4667, [Discriminator :: d_loss: 0.005171], [ Generator :: loss: 4.914706] epoch: 4668, [Discriminator :: d_loss: 0.006299], [ Generator :: loss: 5.492537] epoch: 4669, [Discriminator :: d_loss: 0.005488], [ Generator :: loss: 5.376746] epoch: 4670, [Discriminator :: d_loss: 0.005744], [ Generator :: loss: 5.617271] epoch: 4671, [Discriminator :: d_loss: 0.005682], [ Generator :: loss: 5.465990] epoch: 4672, [Discriminator :: d_loss: 0.004715], [ Generator :: loss: 5.255723] epoch: 4673, [Discriminator :: d_loss: 0.006118], [ Generator :: loss: 5.794438] epoch: 4674, [Discriminator :: d_loss: 0.004043], [ Generator :: loss: 5.090348] epoch: 4675, [Discriminator :: d_loss: 0.005244], [ Generator :: loss: 5.109383] epoch: 4676, [Discriminator :: d_loss: 0.007218], [ Generator :: loss: 5.683079] epoch: 4677, [Discriminator :: d_loss: 0.004431], [ Generator :: loss: 5.567722] epoch: 4678, [Discriminator :: d_loss: 0.004153], [ Generator :: loss: 5.259863] epoch: 4679, [Discriminator :: d_loss: 0.003564], [ Generator :: loss: 5.697735] epoch: 4680, [Discriminator :: d_loss: 0.003825], [ Generator :: loss: 5.450811] epoch: 4681, [Discriminator :: d_loss: 0.003419], [ Generator :: loss: 5.356056] epoch: 4682, [Discriminator :: d_loss: 0.003360], [ Generator :: loss: 5.651353] epoch: 4683, [Discriminator :: d_loss: 0.003730], [ Generator :: loss: 5.348363] epoch: 4684, [Discriminator :: d_loss: 0.003361], [ Generator :: loss: 5.500513] epoch: 4685, [Discriminator :: d_loss: 0.003271], [ Generator :: loss: 5.358303] epoch: 4686, [Discriminator :: d_loss: 0.004591], [ Generator :: loss: 5.799674] epoch: 4687, [Discriminator :: d_loss: 0.003617], [ Generator :: loss: 5.547181] epoch: 4688, [Discriminator :: d_loss: 0.002934], [ Generator :: loss: 5.530146] epoch: 4689, [Discriminator :: d_loss: 0.003484], [ Generator :: loss: 5.736480] epoch: 4690, [Discriminator :: d_loss: 0.003934], [ Generator :: loss: 5.641917] epoch: 4691, [Discriminator :: d_loss: 0.003314], [ Generator :: loss: 5.423068] epoch: 4692, [Discriminator :: d_loss: 0.003952], [ Generator :: loss: 5.510633] epoch: 4693, [Discriminator :: d_loss: 0.003795], [ Generator :: loss: 5.535879] epoch: 4694, [Discriminator :: d_loss: 0.003055], [ Generator :: loss: 5.588464] epoch: 4695, [Discriminator :: d_loss: 0.003615], [ Generator :: loss: 5.509895] epoch: 4696, [Discriminator :: d_loss: 0.003766], [ Generator :: loss: 5.715755] epoch: 4697, [Discriminator :: d_loss: 0.003972], [ Generator :: loss: 5.531282] epoch: 4698, [Discriminator :: d_loss: 0.003398], [ Generator :: loss: 5.867437] epoch: 4699, [Discriminator :: d_loss: 0.003440], [ Generator :: loss: 5.592204] epoch: 4700, [Discriminator :: d_loss: 0.002959], [ Generator :: loss: 5.401761] epoch: 4701, [Discriminator :: d_loss: 0.002661], [ Generator :: loss: 5.578078] epoch: 4702, [Discriminator :: d_loss: 0.003422], [ Generator :: loss: 5.499567] epoch: 4703, [Discriminator :: d_loss: 0.002747], [ Generator :: loss: 5.322660] epoch: 4704, [Discriminator :: d_loss: 0.004054], [ Generator :: loss: 5.768633] epoch: 4705, [Discriminator :: d_loss: 0.003481], [ Generator :: loss: 5.572923] epoch: 4706, [Discriminator :: d_loss: 0.003762], [ Generator :: loss: 5.608953] epoch: 4707, [Discriminator :: d_loss: 0.003434], [ Generator :: loss: 5.447241] epoch: 4708, [Discriminator :: d_loss: 0.002872], [ Generator :: loss: 5.489590]
epoch: 4709, [Discriminator :: d_loss: 0.004298], [ Generator :: loss: 5.419662] epoch: 4710, [Discriminator :: d_loss: 0.002922], [ Generator :: loss: 5.389412] epoch: 4711, [Discriminator :: d_loss: 0.003857], [ Generator :: loss: 5.573986] epoch: 4712, [Discriminator :: d_loss: 0.003261], [ Generator :: loss: 5.697022] epoch: 4713, [Discriminator :: d_loss: 0.002777], [ Generator :: loss: 5.631867] epoch: 4714, [Discriminator :: d_loss: 0.004262], [ Generator :: loss: 6.318207] epoch: 4715, [Discriminator :: d_loss: 0.003024], [ Generator :: loss: 5.954336] epoch: 4716, [Discriminator :: d_loss: 0.002227], [ Generator :: loss: 5.687974] epoch: 4717, [Discriminator :: d_loss: 0.002375], [ Generator :: loss: 5.579544] epoch: 4718, [Discriminator :: d_loss: 0.002162], [ Generator :: loss: 5.800478] epoch: 4719, [Discriminator :: d_loss: 0.003232], [ Generator :: loss: 5.582392] epoch: 4720, [Discriminator :: d_loss: 0.003586], [ Generator :: loss: 5.545505] epoch: 4721, [Discriminator :: d_loss: 0.002418], [ Generator :: loss: 5.407941] epoch: 4722, [Discriminator :: d_loss: 0.003624], [ Generator :: loss: 5.631109] epoch: 4723, [Discriminator :: d_loss: 0.002503], [ Generator :: loss: 5.875359] epoch: 4724, [Discriminator :: d_loss: 0.004291], [ Generator :: loss: 5.527045] epoch: 4725, [Discriminator :: d_loss: 0.003725], [ Generator :: loss: 5.769174] epoch: 4726, [Discriminator :: d_loss: 0.003288], [ Generator :: loss: 5.629808] epoch: 4727, [Discriminator :: d_loss: 0.002703], [ Generator :: loss: 5.870262] epoch: 4728, [Discriminator :: d_loss: 0.002546], [ Generator :: loss: 5.938880] epoch: 4729, [Discriminator :: d_loss: 0.002930], [ Generator :: loss: 5.830067] epoch: 4730, [Discriminator :: d_loss: 0.002242], [ Generator :: loss: 5.984267] epoch: 4731, [Discriminator :: d_loss: 0.002232], [ Generator :: loss: 6.066867] epoch: 4732, [Discriminator :: d_loss: 0.002739], [ Generator :: loss: 6.065597] epoch: 4733, [Discriminator :: d_loss: 0.002450], [ Generator :: loss: 5.790490] epoch: 4734, [Discriminator :: d_loss: 0.002002], [ Generator :: loss: 5.601832] epoch: 4735, [Discriminator :: d_loss: 0.002415], [ Generator :: loss: 5.985686] epoch: 4736, [Discriminator :: d_loss: 0.002327], [ Generator :: loss: 5.651379] epoch: 4737, [Discriminator :: d_loss: 0.001736], [ Generator :: loss: 5.918721] epoch: 4738, [Discriminator :: d_loss: 0.002418], [ Generator :: loss: 5.987116] epoch: 4739, [Discriminator :: d_loss: 0.003122], [ Generator :: loss: 6.168745] epoch: 4740, [Discriminator :: d_loss: 0.002271], [ Generator :: loss: 5.693848] epoch: 4741, [Discriminator :: d_loss: 0.002421], [ Generator :: loss: 5.872080] epoch: 4742, [Discriminator :: d_loss: 0.001962], [ Generator :: loss: 6.295874] epoch: 4743, [Discriminator :: d_loss: 0.002013], [ Generator :: loss: 5.962446] epoch: 4744, [Discriminator :: d_loss: 0.002347], [ Generator :: loss: 5.810686] epoch: 4745, [Discriminator :: d_loss: 0.002032], [ Generator :: loss: 5.993838] epoch: 4746, [Discriminator :: d_loss: 0.002527], [ Generator :: loss: 5.589654] epoch: 4747, [Discriminator :: d_loss: 0.003327], [ Generator :: loss: 5.734209] epoch: 4748, [Discriminator :: d_loss: 0.003199], [ Generator :: loss: 6.038381] epoch: 4749, [Discriminator :: d_loss: 0.003179], [ Generator :: loss: 5.791049] epoch: 4750, [Discriminator :: d_loss: 0.002469], [ Generator :: loss: 5.821521] epoch: 4751, [Discriminator :: d_loss: 0.001839], [ Generator :: loss: 5.958105] epoch: 4752, [Discriminator :: d_loss: 0.002717], [ Generator :: loss: 5.844954] epoch: 4753, [Discriminator :: d_loss: 0.002693], [ Generator :: loss: 5.901331] epoch: 4754, [Discriminator :: d_loss: 0.002276], [ Generator :: loss: 6.137502] epoch: 4755, [Discriminator :: d_loss: 0.002182], [ Generator :: loss: 5.934906] epoch: 4756, [Discriminator :: d_loss: 0.002141], [ Generator :: loss: 6.075143] epoch: 4757, [Discriminator :: d_loss: 0.001876], [ Generator :: loss: 6.204223] epoch: 4758, [Discriminator :: d_loss: 0.002146], [ Generator :: loss: 5.913841] epoch: 4759, [Discriminator :: d_loss: 0.002399], [ Generator :: loss: 6.108543] epoch: 4760, [Discriminator :: d_loss: 0.002027], [ Generator :: loss: 6.636725] epoch: 4761, [Discriminator :: d_loss: 0.001904], [ Generator :: loss: 5.974439] epoch: 4762, [Discriminator :: d_loss: 0.001962], [ Generator :: loss: 5.934705] epoch: 4763, [Discriminator :: d_loss: 0.002100], [ Generator :: loss: 6.072370] epoch: 4764, [Discriminator :: d_loss: 0.002082], [ Generator :: loss: 6.289704] epoch: 4765, [Discriminator :: d_loss: 0.001355], [ Generator :: loss: 6.129113] epoch: 4766, [Discriminator :: d_loss: 0.001910], [ Generator :: loss: 5.997902] epoch: 4767, [Discriminator :: d_loss: 0.001979], [ Generator :: loss: 6.005569] epoch: 4768, [Discriminator :: d_loss: 0.001862], [ Generator :: loss: 5.935102] epoch: 4769, [Discriminator :: d_loss: 0.001916], [ Generator :: loss: 6.204453] epoch: 4770, [Discriminator :: d_loss: 0.001815], [ Generator :: loss: 6.083955] epoch: 4771, [Discriminator :: d_loss: 0.001802], [ Generator :: loss: 5.861773] epoch: 4772, [Discriminator :: d_loss: 0.001815], [ Generator :: loss: 5.809409] epoch: 4773, [Discriminator :: d_loss: 0.001684], [ Generator :: loss: 5.953579] epoch: 4774, [Discriminator :: d_loss: 0.002833], [ Generator :: loss: 5.964199] epoch: 4775, [Discriminator :: d_loss: 0.001993], [ Generator :: loss: 6.185990] epoch: 4776, [Discriminator :: d_loss: 0.002642], [ Generator :: loss: 6.210576] epoch: 4777, [Discriminator :: d_loss: 0.002331], [ Generator :: loss: 6.281361] epoch: 4778, [Discriminator :: d_loss: 0.001460], [ Generator :: loss: 6.007843] epoch: 4779, [Discriminator :: d_loss: 0.001549], [ Generator :: loss: 6.269377] epoch: 4780, [Discriminator :: d_loss: 0.001579], [ Generator :: loss: 6.128827] epoch: 4781, [Discriminator :: d_loss: 0.002034], [ Generator :: loss: 6.102442] epoch: 4782, [Discriminator :: d_loss: 0.001868], [ Generator :: loss: 6.242091] epoch: 4783, [Discriminator :: d_loss: 0.001229], [ Generator :: loss: 5.960000] epoch: 4784, [Discriminator :: d_loss: 0.001735], [ Generator :: loss: 6.073660] epoch: 4785, [Discriminator :: d_loss: 0.001636], [ Generator :: loss: 6.333055] epoch: 4786, [Discriminator :: d_loss: 0.001861], [ Generator :: loss: 6.006188] epoch: 4787, [Discriminator :: d_loss: 0.001909], [ Generator :: loss: 6.011828] epoch: 4788, [Discriminator :: d_loss: 0.002064], [ Generator :: loss: 6.087910] epoch: 4789, [Discriminator :: d_loss: 0.001919], [ Generator :: loss: 6.109153] epoch: 4790, [Discriminator :: d_loss: 0.001679], [ Generator :: loss: 6.049295] epoch: 4791, [Discriminator :: d_loss: 0.001651], [ Generator :: loss: 6.047939] epoch: 4792, [Discriminator :: d_loss: 0.001993], [ Generator :: loss: 5.916914] epoch: 4793, [Discriminator :: d_loss: 0.001999], [ Generator :: loss: 5.991255] epoch: 4794, [Discriminator :: d_loss: 0.002027], [ Generator :: loss: 5.786594] epoch: 4795, [Discriminator :: d_loss: 0.002032], [ Generator :: loss: 5.939338] epoch: 4796, [Discriminator :: d_loss: 0.002139], [ Generator :: loss: 5.904769] epoch: 4797, [Discriminator :: d_loss: 0.001812], [ Generator :: loss: 5.842800] epoch: 4798, [Discriminator :: d_loss: 0.002158], [ Generator :: loss: 5.798714] epoch: 4799, [Discriminator :: d_loss: 0.001937], [ Generator :: loss: 6.117987] epoch: 4800, [Discriminator :: d_loss: 0.001721], [ Generator :: loss: 5.974786] epoch: 4801, [Discriminator :: d_loss: 0.001693], [ Generator :: loss: 6.043203] epoch: 4802, [Discriminator :: d_loss: 0.002059], [ Generator :: loss: 6.001839] epoch: 4803, [Discriminator :: d_loss: 0.002009], [ Generator :: loss: 5.904920] epoch: 4804, [Discriminator :: d_loss: 0.001869], [ Generator :: loss: 6.083326] epoch: 4805, [Discriminator :: d_loss: 0.001969], [ Generator :: loss: 5.943321] epoch: 4806, [Discriminator :: d_loss: 0.001855], [ Generator :: loss: 5.953926] epoch: 4807, [Discriminator :: d_loss: 0.001670], [ Generator :: loss: 5.954667] epoch: 4808, [Discriminator :: d_loss: 0.001895], [ Generator :: loss: 5.757797] epoch: 4809, [Discriminator :: d_loss: 0.001912], [ Generator :: loss: 6.206997] epoch: 4810, [Discriminator :: d_loss: 0.002012], [ Generator :: loss: 5.907421] epoch: 4811, [Discriminator :: d_loss: 0.001903], [ Generator :: loss: 6.110888]
epoch: 4812, [Discriminator :: d_loss: 0.001789], [ Generator :: loss: 5.917544] epoch: 4813, [Discriminator :: d_loss: 0.002525], [ Generator :: loss: 6.191905] epoch: 4814, [Discriminator :: d_loss: 0.001627], [ Generator :: loss: 6.064203] epoch: 4815, [Discriminator :: d_loss: 0.001557], [ Generator :: loss: 5.976867] epoch: 4816, [Discriminator :: d_loss: 0.001632], [ Generator :: loss: 5.782276] epoch: 4817, [Discriminator :: d_loss: 0.001974], [ Generator :: loss: 6.433609] epoch: 4818, [Discriminator :: d_loss: 0.001204], [ Generator :: loss: 6.187546] epoch: 4819, [Discriminator :: d_loss: 0.001507], [ Generator :: loss: 5.743447] epoch: 4820, [Discriminator :: d_loss: 0.001972], [ Generator :: loss: 5.873332] epoch: 4821, [Discriminator :: d_loss: 0.002328], [ Generator :: loss: 6.120515] epoch: 4822, [Discriminator :: d_loss: 0.002004], [ Generator :: loss: 5.966541] epoch: 4823, [Discriminator :: d_loss: 0.001742], [ Generator :: loss: 5.990137] epoch: 4824, [Discriminator :: d_loss: 0.001928], [ Generator :: loss: 6.082992] epoch: 4825, [Discriminator :: d_loss: 0.002246], [ Generator :: loss: 6.254476] epoch: 4826, [Discriminator :: d_loss: 0.001670], [ Generator :: loss: 6.061612] epoch: 4827, [Discriminator :: d_loss: 0.001415], [ Generator :: loss: 6.167503] epoch: 4828, [Discriminator :: d_loss: 0.001558], [ Generator :: loss: 6.559446] epoch: 4829, [Discriminator :: d_loss: 0.001199], [ Generator :: loss: 6.366393] epoch: 4830, [Discriminator :: d_loss: 0.001218], [ Generator :: loss: 6.042444] epoch: 4831, [Discriminator :: d_loss: 0.001535], [ Generator :: loss: 6.343486] epoch: 4832, [Discriminator :: d_loss: 0.001819], [ Generator :: loss: 6.113314] epoch: 4833, [Discriminator :: d_loss: 0.001859], [ Generator :: loss: 6.095376] epoch: 4834, [Discriminator :: d_loss: 0.001806], [ Generator :: loss: 6.063443] epoch: 4835, [Discriminator :: d_loss: 0.002009], [ Generator :: loss: 6.091060] epoch: 4836, [Discriminator :: d_loss: 0.001734], [ 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epoch: 4849, [Discriminator :: d_loss: 0.001685], [ Generator :: loss: 6.460308] epoch: 4850, [Discriminator :: d_loss: 0.001221], [ Generator :: loss: 6.424922] epoch: 4851, [Discriminator :: d_loss: 0.001428], [ Generator :: loss: 6.430984] epoch: 4852, [Discriminator :: d_loss: 0.001262], [ Generator :: loss: 6.369832] epoch: 4853, [Discriminator :: d_loss: 0.001356], [ Generator :: loss: 6.486345] epoch: 4854, [Discriminator :: d_loss: 0.001132], [ Generator :: loss: 6.401084] epoch: 4855, [Discriminator :: d_loss: 0.001236], [ Generator :: loss: 6.269737] epoch: 4856, [Discriminator :: d_loss: 0.001410], [ Generator :: loss: 6.557364] epoch: 4857, [Discriminator :: d_loss: 0.001287], [ Generator :: loss: 6.196168] epoch: 4858, [Discriminator :: d_loss: 0.001305], [ Generator :: loss: 6.370769] epoch: 4859, [Discriminator :: d_loss: 0.001243], [ Generator :: loss: 6.287041] epoch: 4860, [Discriminator :: d_loss: 0.001372], [ Generator :: loss: 6.162393] epoch: 4861, [Discriminator :: d_loss: 0.001641], [ Generator :: loss: 6.386977] epoch: 4862, [Discriminator :: d_loss: 0.001202], [ Generator :: loss: 6.278986] epoch: 4863, [Discriminator :: d_loss: 0.001125], [ Generator :: loss: 6.288214] epoch: 4864, [Discriminator :: d_loss: 0.001506], [ Generator :: loss: 6.138188] epoch: 4865, [Discriminator :: d_loss: 0.001483], [ Generator :: loss: 6.439871] epoch: 4866, [Discriminator :: d_loss: 0.001188], [ Generator :: loss: 6.492190] epoch: 4867, [Discriminator :: d_loss: 0.000936], [ Generator :: loss: 6.242374] epoch: 4868, [Discriminator :: d_loss: 0.001411], [ Generator :: loss: 6.547028] epoch: 4869, [Discriminator :: d_loss: 0.001381], [ Generator :: loss: 6.433092] epoch: 4870, [Discriminator :: d_loss: 0.000972], [ Generator :: loss: 6.735031] epoch: 4871, [Discriminator :: d_loss: 0.001132], [ Generator :: loss: 6.358308] epoch: 4872, [Discriminator :: d_loss: 0.001258], [ Generator :: loss: 6.625703] epoch: 4873, [Discriminator :: d_loss: 0.001325], [ 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epoch: 4886, [Discriminator :: d_loss: 0.039467], [ Generator :: loss: 5.116831] epoch: 4887, [Discriminator :: d_loss: 0.005569], [ Generator :: loss: 5.481954] epoch: 4888, [Discriminator :: d_loss: 0.007330], [ Generator :: loss: 5.571179] epoch: 4889, [Discriminator :: d_loss: 0.007310], [ Generator :: loss: 5.604404] epoch: 4890, [Discriminator :: d_loss: 0.005285], [ Generator :: loss: 5.613913] epoch: 4891, [Discriminator :: d_loss: 0.005647], [ Generator :: loss: 5.814103] epoch: 4892, [Discriminator :: d_loss: 0.005612], [ Generator :: loss: 5.663999] epoch: 4893, [Discriminator :: d_loss: 0.004876], [ Generator :: loss: 5.799662] epoch: 4894, [Discriminator :: d_loss: 0.004382], [ Generator :: loss: 5.615022] epoch: 4895, [Discriminator :: d_loss: 0.004693], [ Generator :: loss: 5.421351] epoch: 4896, [Discriminator :: d_loss: 0.005541], [ Generator :: loss: 5.265587] epoch: 4897, [Discriminator :: d_loss: 0.004414], [ Generator :: loss: 5.133751] epoch: 4898, [Discriminator :: d_loss: 0.005140], [ Generator :: loss: 5.037305] epoch: 4899, [Discriminator :: d_loss: 0.006888], [ Generator :: loss: 5.007747] epoch: 4900, [Discriminator :: d_loss: 0.007644], [ Generator :: loss: 5.219287] epoch: 4901, [Discriminator :: d_loss: 0.006183], [ Generator :: loss: 4.808228] epoch: 4902, [Discriminator :: d_loss: 0.006213], [ Generator :: loss: 4.817642] epoch: 4903, [Discriminator :: d_loss: 0.006961], [ Generator :: loss: 4.755495] epoch: 4904, [Discriminator :: d_loss: 0.008756], [ Generator :: loss: 4.727732] epoch: 4905, [Discriminator :: d_loss: 0.008742], [ Generator :: loss: 5.012327] epoch: 4906, [Discriminator :: d_loss: 0.008480], [ Generator :: loss: 4.830170] epoch: 4907, [Discriminator :: d_loss: 0.005847], [ Generator :: loss: 5.042183] epoch: 4908, [Discriminator :: d_loss: 0.004873], [ Generator :: loss: 4.794850] epoch: 4909, [Discriminator :: d_loss: 0.006033], [ Generator :: loss: 5.155357] epoch: 4910, [Discriminator :: d_loss: 0.006696], [ Generator :: loss: 4.775525] epoch: 4911, [Discriminator :: d_loss: 0.007876], [ Generator :: loss: 5.038365] epoch: 4912, [Discriminator :: d_loss: 0.006767], [ Generator :: loss: 4.874600] epoch: 4913, [Discriminator :: d_loss: 0.007021], [ Generator :: loss: 4.768519] epoch: 4914, [Discriminator :: d_loss: 0.006612], [ Generator :: loss: 4.609475] epoch: 4915, [Discriminator :: d_loss: 0.008173], [ Generator :: loss: 5.142288] epoch: 4916, [Discriminator :: d_loss: 0.006484], [ Generator :: loss: 4.559835] epoch: 4917, [Discriminator :: d_loss: 0.006262], [ Generator :: loss: 4.552155]
epoch: 4918, [Discriminator :: d_loss: 0.007242], [ Generator :: loss: 5.104243] epoch: 4919, [Discriminator :: d_loss: 0.009746], [ Generator :: loss: 5.083345] epoch: 4920, [Discriminator :: d_loss: 0.007677], [ Generator :: loss: 5.008985] epoch: 4921, [Discriminator :: d_loss: 0.006392], [ Generator :: loss: 5.021147] epoch: 4922, [Discriminator :: d_loss: 0.006539], [ Generator :: loss: 5.073825] epoch: 4923, [Discriminator :: d_loss: 0.006940], [ Generator :: loss: 5.253480] epoch: 4924, [Discriminator :: d_loss: 0.006201], [ Generator :: loss: 5.287632] epoch: 4925, [Discriminator :: d_loss: 0.005269], [ Generator :: loss: 5.056637] epoch: 4926, [Discriminator :: d_loss: 0.004959], [ Generator :: loss: 4.805151] epoch: 4927, [Discriminator :: d_loss: 0.005014], [ Generator :: loss: 4.903909] epoch: 4928, [Discriminator :: d_loss: 0.007393], [ Generator :: loss: 5.026894] epoch: 4929, [Discriminator :: d_loss: 0.006528], [ Generator :: loss: 5.179294] epoch: 4930, [Discriminator :: d_loss: 0.007046], [ Generator :: loss: 5.260672] epoch: 4931, [Discriminator :: d_loss: 0.005276], [ Generator :: loss: 5.131093] epoch: 4932, [Discriminator :: d_loss: 0.004120], [ Generator :: loss: 5.005889] epoch: 4933, [Discriminator :: d_loss: 0.006534], [ Generator :: loss: 5.088476] epoch: 4934, [Discriminator :: d_loss: 0.006247], [ Generator :: loss: 5.513188] epoch: 4935, [Discriminator :: d_loss: 0.005323], [ Generator :: loss: 5.190046] epoch: 4936, [Discriminator :: d_loss: 0.004185], [ Generator :: loss: 5.103110] epoch: 4937, [Discriminator :: d_loss: 0.004872], [ Generator :: loss: 5.244887] epoch: 4938, [Discriminator :: d_loss: 0.005216], [ Generator :: loss: 5.129606] epoch: 4939, [Discriminator :: d_loss: 0.005792], [ Generator :: loss: 5.304813] epoch: 4940, [Discriminator :: d_loss: 0.005851], [ Generator :: loss: 5.658889] epoch: 4941, [Discriminator :: d_loss: 0.004437], [ Generator :: loss: 5.118570] epoch: 4942, [Discriminator :: d_loss: 0.004865], [ Generator :: loss: 5.419567] epoch: 4943, [Discriminator :: d_loss: 0.005699], [ Generator :: loss: 5.622939] epoch: 4944, [Discriminator :: d_loss: 0.004629], [ Generator :: loss: 5.688959] epoch: 4945, [Discriminator :: d_loss: 0.003749], [ Generator :: loss: 5.501983] epoch: 4946, [Discriminator :: d_loss: 0.003352], [ Generator :: loss: 5.566340] epoch: 4947, [Discriminator :: d_loss: 0.003952], [ Generator :: loss: 5.406543] epoch: 4948, [Discriminator :: d_loss: 0.003962], [ Generator :: loss: 5.652206] epoch: 4949, [Discriminator :: d_loss: 0.003946], [ Generator :: loss: 5.312974] epoch: 4950, [Discriminator :: d_loss: 0.004096], [ Generator :: loss: 5.646295] epoch: 4951, [Discriminator :: d_loss: 0.003768], [ Generator :: loss: 4.920044] epoch: 4952, [Discriminator :: d_loss: 0.004394], [ Generator :: loss: 4.878002] epoch: 4953, [Discriminator :: d_loss: 0.005720], [ Generator :: loss: 5.602217] epoch: 4954, [Discriminator :: d_loss: 0.005065], [ Generator :: loss: 5.329501] epoch: 4955, [Discriminator :: d_loss: 0.005337], [ Generator :: loss: 5.430813] epoch: 4956, [Discriminator :: d_loss: 0.004079], [ Generator :: loss: 5.754926] epoch: 4957, [Discriminator :: d_loss: 0.002850], [ Generator :: loss: 5.435138] epoch: 4958, [Discriminator :: d_loss: 0.003779], [ Generator :: loss: 5.714725] epoch: 4959, [Discriminator :: d_loss: 0.002864], [ Generator :: loss: 5.494370] epoch: 4960, [Discriminator :: d_loss: 0.002877], [ Generator :: loss: 5.645000] epoch: 4961, [Discriminator :: d_loss: 0.003683], [ Generator :: loss: 5.280325] epoch: 4962, [Discriminator :: d_loss: 0.003268], [ Generator :: loss: 5.470136] epoch: 4963, [Discriminator :: d_loss: 0.002980], [ Generator :: loss: 5.282924] epoch: 4964, [Discriminator :: d_loss: 0.003450], [ Generator :: loss: 5.623857] epoch: 4965, [Discriminator :: d_loss: 0.004803], [ Generator :: loss: 5.715283] epoch: 4966, [Discriminator :: d_loss: 0.002918], [ Generator :: loss: 5.256775] epoch: 4967, [Discriminator :: d_loss: 0.003480], [ Generator :: loss: 5.370436] epoch: 4968, [Discriminator :: d_loss: 0.004017], [ Generator :: loss: 5.487357] epoch: 4969, [Discriminator :: d_loss: 0.004058], [ Generator :: loss: 5.808855] epoch: 4970, [Discriminator :: d_loss: 0.003447], [ Generator :: loss: 5.311802] epoch: 4971, [Discriminator :: d_loss: 0.003286], [ Generator :: loss: 5.271265] epoch: 4972, [Discriminator :: d_loss: 0.004502], [ Generator :: loss: 5.365828] epoch: 4973, [Discriminator :: d_loss: 0.004288], [ Generator :: loss: 5.346757] epoch: 4974, [Discriminator :: d_loss: 0.002737], [ Generator :: loss: 5.432244] epoch: 4975, [Discriminator :: d_loss: 0.003087], [ Generator :: loss: 5.735623] epoch: 4976, [Discriminator :: d_loss: 0.003809], [ Generator :: loss: 5.667984] epoch: 4977, [Discriminator :: d_loss: 0.003695], [ Generator :: loss: 5.642949] epoch: 4978, [Discriminator :: d_loss: 0.003275], [ Generator :: loss: 5.346138] epoch: 4979, [Discriminator :: d_loss: 0.003186], [ Generator :: loss: 5.789104] epoch: 4980, [Discriminator :: d_loss: 0.002814], [ Generator :: loss: 5.861195] epoch: 4981, [Discriminator :: d_loss: 0.002705], [ Generator :: loss: 5.558323] epoch: 4982, [Discriminator :: d_loss: 0.002590], [ Generator :: loss: 5.702769] epoch: 4983, [Discriminator :: d_loss: 0.003067], [ Generator :: loss: 5.900764] epoch: 4984, [Discriminator :: d_loss: 0.002870], [ Generator :: loss: 5.787043] epoch: 4985, [Discriminator :: d_loss: 0.002595], [ Generator :: loss: 5.631460] epoch: 4986, [Discriminator :: d_loss: 0.002193], [ Generator :: loss: 5.695796] epoch: 4987, [Discriminator :: d_loss: 0.002316], [ Generator :: loss: 5.591417] epoch: 4988, [Discriminator :: d_loss: 0.003026], [ Generator :: loss: 5.738446] epoch: 4989, [Discriminator :: d_loss: 0.002220], [ Generator :: loss: 5.793191] epoch: 4990, [Discriminator :: d_loss: 0.003074], [ Generator :: loss: 5.649717] epoch: 4991, [Discriminator :: d_loss: 0.002681], [ Generator :: loss: 5.872183] epoch: 4992, [Discriminator :: d_loss: 0.002068], [ Generator :: loss: 5.846830] epoch: 4993, [Discriminator :: d_loss: 0.002056], [ Generator :: loss: 5.745871] epoch: 4994, [Discriminator :: d_loss: 0.002483], [ Generator :: loss: 5.920363] epoch: 4995, [Discriminator :: d_loss: 0.002289], [ Generator :: loss: 5.615314] epoch: 4996, [Discriminator :: d_loss: 0.002442], [ Generator :: loss: 5.890206] epoch: 4997, [Discriminator :: d_loss: 0.002865], [ Generator :: loss: 6.022419] epoch: 4998, [Discriminator :: d_loss: 0.001965], [ Generator :: loss: 5.881112] epoch: 4999, [Discriminator :: d_loss: 0.001799], [ Generator :: loss: 5.617898] epoch: 5000, [Discriminator :: d_loss: 0.002278], [ Generator :: loss: 5.646765] epoch: 5001, [Discriminator :: d_loss: 0.002217], [ Generator :: loss: 5.883133] epoch: 5002, [Discriminator :: d_loss: 0.002614], [ Generator :: loss: 5.693567] epoch: 5003, [Discriminator :: d_loss: 0.002845], [ Generator :: loss: 5.695658] epoch: 5004, [Discriminator :: d_loss: 0.002596], [ Generator :: loss: 5.860101] epoch: 5005, [Discriminator :: d_loss: 0.001697], [ Generator :: loss: 5.719166] epoch: 5006, [Discriminator :: d_loss: 0.002072], [ Generator :: loss: 5.648046] epoch: 5007, [Discriminator :: d_loss: 0.002201], [ Generator :: loss: 5.813920] epoch: 5008, [Discriminator :: d_loss: 0.002641], [ Generator :: loss: 5.656597] epoch: 5009, [Discriminator :: d_loss: 0.002741], [ Generator :: loss: 5.871897] epoch: 5010, [Discriminator :: d_loss: 0.002149], [ Generator :: loss: 5.904048] epoch: 5011, [Discriminator :: d_loss: 0.002331], [ Generator :: loss: 5.796588] epoch: 5012, [Discriminator :: d_loss: 0.002123], [ Generator :: loss: 5.891665] epoch: 5013, [Discriminator :: d_loss: 0.002141], [ Generator :: loss: 5.867314] epoch: 5014, [Discriminator :: d_loss: 0.001892], [ Generator :: loss: 5.806388] epoch: 5015, [Discriminator :: d_loss: 0.002073], [ Generator :: loss: 5.823803] epoch: 5016, [Discriminator :: d_loss: 0.002135], [ Generator :: loss: 5.801402] epoch: 5017, [Discriminator :: d_loss: 0.002314], [ Generator :: loss: 5.670156] epoch: 5018, [Discriminator :: d_loss: 0.002274], [ Generator :: loss: 5.883075] epoch: 5019, [Discriminator :: d_loss: 0.002087], [ Generator :: loss: 5.758374] epoch: 5020, [Discriminator :: d_loss: 0.001984], [ Generator :: loss: 5.868457] epoch: 5021, [Discriminator :: d_loss: 0.002117], [ Generator :: loss: 5.957484] epoch: 5022, [Discriminator :: d_loss: 0.001835], [ Generator :: loss: 6.000392] epoch: 5023, [Discriminator :: d_loss: 0.002019], [ Generator :: loss: 5.805582] epoch: 5024, [Discriminator :: d_loss: 0.002329], [ Generator :: loss: 5.947195] epoch: 5025, [Discriminator :: d_loss: 0.001961], [ Generator :: loss: 5.814358] epoch: 5026, [Discriminator :: d_loss: 0.002289], [ Generator :: loss: 5.847015]
epoch: 5027, [Discriminator :: d_loss: 0.001787], [ Generator :: loss: 5.920312] epoch: 5028, [Discriminator :: d_loss: 0.001871], [ Generator :: loss: 5.764943] epoch: 5029, [Discriminator :: d_loss: 0.001684], [ Generator :: loss: 5.871147] epoch: 5030, [Discriminator :: d_loss: 0.001836], [ Generator :: loss: 6.272717] epoch: 5031, [Discriminator :: d_loss: 0.002047], [ Generator :: loss: 6.156882] epoch: 5032, [Discriminator :: d_loss: 0.001770], [ Generator :: loss: 5.882096] epoch: 5033, [Discriminator :: d_loss: 0.001546], [ Generator :: loss: 6.280132] epoch: 5034, [Discriminator :: d_loss: 0.001639], [ Generator :: loss: 6.039805] epoch: 5035, [Discriminator :: d_loss: 0.001732], [ Generator :: loss: 5.882056] epoch: 5036, [Discriminator :: d_loss: 0.001841], [ Generator :: loss: 5.980774] epoch: 5037, [Discriminator :: d_loss: 0.001746], [ Generator :: loss: 6.004894] epoch: 5038, [Discriminator :: d_loss: 0.001559], [ Generator :: loss: 6.193769] epoch: 5039, [Discriminator :: d_loss: 0.001515], [ Generator :: loss: 6.141965] epoch: 5040, [Discriminator :: d_loss: 0.001571], [ Generator :: loss: 5.992599] epoch: 5041, [Discriminator :: d_loss: 0.001542], [ Generator :: loss: 6.020597] epoch: 5042, [Discriminator :: d_loss: 0.001861], [ Generator :: loss: 5.920257] epoch: 5043, [Discriminator :: d_loss: 0.001866], [ Generator :: loss: 5.984383] epoch: 5044, [Discriminator :: d_loss: 0.001632], [ Generator :: loss: 5.894053] epoch: 5045, [Discriminator :: d_loss: 0.001884], [ Generator :: loss: 6.558012] epoch: 5046, [Discriminator :: d_loss: 0.001493], [ Generator :: loss: 5.983796] epoch: 5047, [Discriminator :: d_loss: 0.001725], [ Generator :: loss: 6.082683] epoch: 5048, [Discriminator :: d_loss: 0.001470], [ Generator :: loss: 6.212989] epoch: 5049, [Discriminator :: d_loss: 0.001665], [ Generator :: loss: 6.286841] epoch: 5050, [Discriminator :: d_loss: 0.001446], [ Generator :: loss: 6.043302] epoch: 5051, [Discriminator :: d_loss: 0.001902], [ Generator :: loss: 5.986565] epoch: 5052, [Discriminator :: d_loss: 0.001533], [ Generator :: loss: 6.118565] epoch: 5053, [Discriminator :: d_loss: 0.001654], [ Generator :: loss: 6.151011] epoch: 5054, [Discriminator :: d_loss: 0.001495], [ Generator :: loss: 6.361870] epoch: 5055, [Discriminator :: d_loss: 0.001695], [ Generator :: loss: 6.191425] epoch: 5056, [Discriminator :: d_loss: 0.001403], [ Generator :: loss: 6.433037] epoch: 5057, [Discriminator :: d_loss: 0.001040], [ Generator :: loss: 6.316698] epoch: 5058, [Discriminator :: d_loss: 0.001446], [ Generator :: loss: 6.095494] epoch: 5059, [Discriminator :: d_loss: 0.001300], [ Generator :: loss: 6.122055] epoch: 5060, [Discriminator :: d_loss: 0.001603], [ Generator :: loss: 6.132696] epoch: 5061, [Discriminator :: d_loss: 0.001521], [ Generator :: loss: 6.087525] epoch: 5062, [Discriminator :: d_loss: 0.001585], [ Generator :: loss: 6.009503] epoch: 5063, [Discriminator :: d_loss: 0.001461], [ Generator :: loss: 6.057237] epoch: 5064, [Discriminator :: d_loss: 0.001209], [ Generator :: loss: 6.160256] epoch: 5065, [Discriminator :: d_loss: 0.001816], [ Generator :: loss: 6.130755] epoch: 5066, [Discriminator :: d_loss: 0.001719], [ Generator :: loss: 6.724143] epoch: 5067, [Discriminator :: d_loss: 0.001382], [ Generator :: loss: 6.126527] epoch: 5068, [Discriminator :: d_loss: 0.001772], [ Generator :: loss: 6.074403] epoch: 5069, [Discriminator :: d_loss: 0.001555], [ Generator :: loss: 6.090244] epoch: 5070, [Discriminator :: d_loss: 0.001631], [ Generator :: loss: 6.039701] epoch: 5071, [Discriminator :: d_loss: 0.001798], [ Generator :: loss: 6.102961] epoch: 5072, [Discriminator :: d_loss: 0.001389], [ Generator :: loss: 6.260068] epoch: 5073, [Discriminator :: d_loss: 0.001339], [ Generator :: loss: 5.948899] epoch: 5074, [Discriminator :: d_loss: 0.001664], [ Generator :: loss: 6.117959] epoch: 5075, [Discriminator :: d_loss: 0.001686], [ Generator :: loss: 6.350302] epoch: 5076, [Discriminator 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epoch: 5101, [Discriminator :: d_loss: 0.001221], [ Generator :: loss: 6.458868] epoch: 5102, [Discriminator :: d_loss: 0.001199], [ Generator :: loss: 6.337954] epoch: 5103, [Discriminator :: d_loss: 0.000968], [ Generator :: loss: 6.429233] epoch: 5104, [Discriminator :: d_loss: 0.001170], [ Generator :: loss: 6.257842] epoch: 5105, [Discriminator :: d_loss: 0.001067], [ Generator :: loss: 6.487344] epoch: 5106, [Discriminator :: d_loss: 0.001144], [ Generator :: loss: 6.203670] epoch: 5107, [Discriminator :: d_loss: 0.001318], [ Generator :: loss: 6.264405] epoch: 5108, [Discriminator :: d_loss: 0.001139], [ Generator :: loss: 6.231111] epoch: 5109, [Discriminator :: d_loss: 0.001167], [ Generator :: loss: 6.365282] epoch: 5110, [Discriminator :: d_loss: 0.001301], [ Generator :: loss: 6.515175] epoch: 5111, [Discriminator :: d_loss: 0.001177], [ Generator :: loss: 6.388021] epoch: 5112, [Discriminator :: d_loss: 0.001078], [ Generator :: loss: 6.459699] epoch: 5113, [Discriminator 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epoch: 5128, [Discriminator :: d_loss: 0.001116], [ Generator :: loss: 6.263657] epoch: 5129, [Discriminator :: d_loss: 0.001380], [ Generator :: loss: 6.222969] epoch: 5130, [Discriminator :: d_loss: 0.001065], [ Generator :: loss: 6.172447] epoch: 5131, [Discriminator :: d_loss: 0.001347], [ Generator :: loss: 6.469413] epoch: 5132, [Discriminator :: d_loss: 0.001126], [ Generator :: loss: 6.352692] epoch: 5133, [Discriminator :: d_loss: 0.001071], [ Generator :: loss: 6.518600] epoch: 5134, [Discriminator :: d_loss: 0.001029], [ Generator :: loss: 6.432623] epoch: 5135, [Discriminator :: d_loss: 0.001049], [ Generator :: loss: 6.335769] epoch: 5136, [Discriminator :: d_loss: 0.001092], [ Generator :: loss: 6.229713] epoch: 5137, [Discriminator :: d_loss: 0.000918], [ Generator :: loss: 6.269156] epoch: 5138, [Discriminator :: d_loss: 0.001396], [ Generator :: loss: 6.358006] epoch: 5139, [Discriminator :: d_loss: 0.001199], [ Generator :: loss: 6.363442] epoch: 5140, [Discriminator 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epoch: 5165, [Discriminator :: d_loss: 0.001147], [ Generator :: loss: 6.423356] epoch: 5166, [Discriminator :: d_loss: 0.001164], [ Generator :: loss: 6.299096] epoch: 5167, [Discriminator :: d_loss: 0.001213], [ Generator :: loss: 6.492090] epoch: 5168, [Discriminator :: d_loss: 0.001322], [ Generator :: loss: 6.304574] epoch: 5169, [Discriminator :: d_loss: 0.001396], [ Generator :: loss: 6.348852] epoch: 5170, [Discriminator :: d_loss: 0.001115], [ Generator :: loss: 6.443989] epoch: 5171, [Discriminator :: d_loss: 0.001201], [ Generator :: loss: 6.329051] epoch: 5172, [Discriminator :: d_loss: 0.001098], [ Generator :: loss: 6.247407] epoch: 5173, [Discriminator :: d_loss: 0.001751], [ Generator :: loss: 6.353023] epoch: 5174, [Discriminator :: d_loss: 0.001454], [ Generator :: loss: 6.382520] epoch: 5175, [Discriminator :: d_loss: 0.001469], [ Generator :: loss: 6.381607] epoch: 5176, [Discriminator :: d_loss: 0.001152], [ Generator :: loss: 6.499460] epoch: 5177, [Discriminator :: d_loss: 0.001151], [ Generator :: loss: 6.732070] epoch: 5178, [Discriminator :: d_loss: 0.001046], [ Generator :: loss: 6.556695] epoch: 5179, [Discriminator :: d_loss: 0.001083], [ Generator :: loss: 6.571427] epoch: 5180, [Discriminator :: d_loss: 0.000994], [ Generator :: loss: 6.526159] epoch: 5181, [Discriminator :: d_loss: 0.000744], [ Generator :: loss: 6.233644] epoch: 5182, [Discriminator :: d_loss: 0.001194], [ Generator :: loss: 6.675453] epoch: 5183, [Discriminator :: d_loss: 0.001491], [ Generator :: loss: 6.240797] epoch: 5184, [Discriminator :: d_loss: 0.001307], [ Generator :: loss: 6.496220] epoch: 5185, [Discriminator :: d_loss: 0.001189], [ Generator :: loss: 6.489649] epoch: 5186, [Discriminator :: d_loss: 0.001309], [ Generator :: loss: 6.462422] epoch: 5187, [Discriminator :: d_loss: 0.000960], [ Generator :: loss: 6.289489] epoch: 5188, [Discriminator :: d_loss: 0.001075], [ Generator :: loss: 6.418717] epoch: 5189, [Discriminator :: d_loss: 0.001388], [ 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epoch: 5202, [Discriminator :: d_loss: 0.000987], [ Generator :: loss: 6.340865] epoch: 5203, [Discriminator :: d_loss: 0.001135], [ Generator :: loss: 6.442024] epoch: 5204, [Discriminator :: d_loss: 0.000960], [ Generator :: loss: 6.522411] epoch: 5205, [Discriminator :: d_loss: 0.001252], [ Generator :: loss: 6.610799] epoch: 5206, [Discriminator :: d_loss: 0.001226], [ Generator :: loss: 6.402950] epoch: 5207, [Discriminator :: d_loss: 0.001056], [ Generator :: loss: 6.496811] epoch: 5208, [Discriminator :: d_loss: 0.001077], [ Generator :: loss: 6.541981] epoch: 5209, [Discriminator :: d_loss: 0.000967], [ Generator :: loss: 6.402516] epoch: 5210, [Discriminator :: d_loss: 0.000797], [ Generator :: loss: 6.568766] epoch: 5211, [Discriminator :: d_loss: 0.001234], [ Generator :: loss: 6.429127] epoch: 5212, [Discriminator :: d_loss: 0.001148], [ Generator :: loss: 6.568467] epoch: 5213, [Discriminator :: d_loss: 0.000904], [ Generator :: loss: 6.587255] epoch: 5214, [Discriminator :: d_loss: 0.001061], [ Generator :: loss: 6.682491] epoch: 5215, [Discriminator :: d_loss: 0.000783], [ Generator :: loss: 6.593914] epoch: 5216, [Discriminator :: d_loss: 0.001027], [ Generator :: loss: 6.653358] epoch: 5217, [Discriminator :: d_loss: 0.000755], [ Generator :: loss: 6.697075] epoch: 5218, [Discriminator :: d_loss: 0.001028], [ Generator :: loss: 6.951498] epoch: 5219, [Discriminator :: d_loss: 0.000657], [ Generator :: loss: 6.712269] epoch: 5220, [Discriminator :: d_loss: 0.000786], [ Generator :: loss: 6.550892] epoch: 5221, [Discriminator :: d_loss: 0.000664], [ Generator :: loss: 6.550638] epoch: 5222, [Discriminator :: d_loss: 0.000755], [ Generator :: loss: 6.668859] epoch: 5223, [Discriminator :: d_loss: 0.000829], [ Generator :: loss: 6.656483] epoch: 5224, [Discriminator :: d_loss: 0.000971], [ Generator :: loss: 6.782495] epoch: 5225, [Discriminator :: d_loss: 0.000745], [ Generator :: loss: 6.792221] epoch: 5226, [Discriminator :: d_loss: 0.000771], [ 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epoch: 5237, [Discriminator :: d_loss: 0.000799], [ Generator :: loss: 6.556722] epoch: 5238, [Discriminator :: d_loss: 0.000909], [ Generator :: loss: 6.875683] epoch: 5239, [Discriminator :: d_loss: 0.000879], [ Generator :: loss: 6.816007] epoch: 5240, [Discriminator :: d_loss: 0.000741], [ Generator :: loss: 6.777903] epoch: 5241, [Discriminator :: d_loss: 0.000932], [ Generator :: loss: 6.755308] epoch: 5242, [Discriminator :: d_loss: 0.000726], [ Generator :: loss: 6.621631] epoch: 5243, [Discriminator :: d_loss: 0.000733], [ Generator :: loss: 6.753608] epoch: 5244, [Discriminator :: d_loss: 0.001025], [ Generator :: loss: 6.681989] epoch: 5245, [Discriminator :: d_loss: 0.000658], [ Generator :: loss: 6.673648] epoch: 5246, [Discriminator :: d_loss: 0.000637], [ Generator :: loss: 6.789659] epoch: 5247, [Discriminator :: d_loss: 0.000815], [ Generator :: loss: 6.761157] epoch: 5248, [Discriminator :: d_loss: 0.000843], [ Generator :: loss: 7.277732] epoch: 5249, [Discriminator :: d_loss: 0.000817], [ Generator :: loss: 7.122840] epoch: 5250, [Discriminator :: d_loss: 0.000709], [ Generator :: loss: 6.866862] epoch: 5251, [Discriminator :: d_loss: 0.000567], [ Generator :: loss: 6.775935] epoch: 5252, [Discriminator :: d_loss: 0.000730], [ Generator :: loss: 6.967980] epoch: 5253, [Discriminator :: d_loss: 0.000643], [ Generator :: loss: 6.833673] epoch: 5254, [Discriminator :: d_loss: 0.000807], [ Generator :: loss: 6.847034] epoch: 5255, [Discriminator :: d_loss: 0.000645], [ Generator :: loss: 6.845745] epoch: 5256, [Discriminator :: d_loss: 0.000735], [ Generator :: loss: 7.014615] epoch: 5257, [Discriminator :: d_loss: 0.000595], [ Generator :: loss: 6.891188] epoch: 5258, [Discriminator :: d_loss: 0.000752], [ Generator :: loss: 6.771973] epoch: 5259, [Discriminator :: d_loss: 0.000676], [ Generator :: loss: 6.949312] epoch: 5260, [Discriminator :: d_loss: 0.000620], [ Generator :: loss: 6.809301] epoch: 5261, [Discriminator :: d_loss: 0.000636], [ 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epoch: 5274, [Discriminator :: d_loss: 0.000564], [ Generator :: loss: 6.856018] epoch: 5275, [Discriminator :: d_loss: 0.000586], [ Generator :: loss: 6.942028] epoch: 5276, [Discriminator :: d_loss: 0.000592], [ Generator :: loss: 6.965027] epoch: 5277, [Discriminator :: d_loss: 0.000730], [ Generator :: loss: 7.251232] epoch: 5278, [Discriminator :: d_loss: 0.000719], [ Generator :: loss: 7.004669] epoch: 5279, [Discriminator :: d_loss: 0.000575], [ Generator :: loss: 7.387265] epoch: 5280, [Discriminator :: d_loss: 0.000517], [ Generator :: loss: 7.509452] epoch: 5281, [Discriminator :: d_loss: 0.000618], [ Generator :: loss: 7.268124] epoch: 5282, [Discriminator :: d_loss: 0.000571], [ Generator :: loss: 7.179853] epoch: 5283, [Discriminator :: d_loss: 0.000593], [ Generator :: loss: 7.308574] epoch: 5284, [Discriminator :: d_loss: 0.000517], [ Generator :: loss: 6.894703] epoch: 5285, [Discriminator :: d_loss: 0.000637], [ Generator :: loss: 6.974098] epoch: 5286, [Discriminator :: d_loss: 0.000621], [ Generator :: loss: 7.100315] epoch: 5287, [Discriminator :: d_loss: 0.000716], [ Generator :: loss: 6.958062] epoch: 5288, [Discriminator :: d_loss: 0.000672], [ Generator :: loss: 6.768168] epoch: 5289, [Discriminator :: d_loss: 0.000647], [ Generator :: loss: 7.197930] epoch: 5290, [Discriminator :: d_loss: 0.000619], [ Generator :: loss: 6.972746] epoch: 5291, [Discriminator :: d_loss: 0.000531], [ Generator :: loss: 7.005782] epoch: 5292, [Discriminator :: d_loss: 0.000758], [ Generator :: loss: 6.974236] epoch: 5293, [Discriminator :: d_loss: 0.000622], [ Generator :: loss: 6.886364] epoch: 5294, [Discriminator :: d_loss: 0.000734], [ Generator :: loss: 6.891076] epoch: 5295, [Discriminator :: d_loss: 0.000606], [ Generator :: loss: 6.730082] epoch: 5296, [Discriminator :: d_loss: 0.000669], [ Generator :: loss: 7.022182] epoch: 5297, [Discriminator :: d_loss: 0.000639], [ Generator :: loss: 6.855534] epoch: 5298, [Discriminator :: d_loss: 0.000634], [ 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epoch: 5311, [Discriminator :: d_loss: 0.000634], [ Generator :: loss: 7.259990] epoch: 5312, [Discriminator :: d_loss: 0.000565], [ Generator :: loss: 6.869513] epoch: 5313, [Discriminator :: d_loss: 0.000703], [ Generator :: loss: 7.164929] epoch: 5314, [Discriminator :: d_loss: 0.000580], [ Generator :: loss: 7.196109] epoch: 5315, [Discriminator :: d_loss: 0.000535], [ Generator :: loss: 7.279285] epoch: 5316, [Discriminator :: d_loss: 0.000566], [ Generator :: loss: 6.945324] epoch: 5317, [Discriminator :: d_loss: 0.000579], [ Generator :: loss: 7.092263] epoch: 5318, [Discriminator :: d_loss: 0.000485], [ Generator :: loss: 7.105279] epoch: 5319, [Discriminator :: d_loss: 0.000464], [ Generator :: loss: 6.985918] epoch: 5320, [Discriminator :: d_loss: 0.000489], [ Generator :: loss: 7.161313] epoch: 5321, [Discriminator :: d_loss: 0.000607], [ Generator :: loss: 7.161501] epoch: 5322, [Discriminator :: d_loss: 0.000600], [ Generator :: loss: 6.908132] epoch: 5323, [Discriminator 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epoch: 5345, [Discriminator :: d_loss: 0.000765], [ Generator :: loss: 7.094551] epoch: 5346, [Discriminator :: d_loss: 0.000426], [ Generator :: loss: 7.070755] epoch: 5347, [Discriminator :: d_loss: 0.000724], [ Generator :: loss: 7.438721] epoch: 5348, [Discriminator :: d_loss: 0.000591], [ Generator :: loss: 7.249073] epoch: 5349, [Discriminator :: d_loss: 0.000487], [ Generator :: loss: 7.158957] epoch: 5350, [Discriminator :: d_loss: 0.000859], [ Generator :: loss: 7.509637] epoch: 5351, [Discriminator :: d_loss: 0.000530], [ Generator :: loss: 7.285887] epoch: 5352, [Discriminator :: d_loss: 0.000509], [ Generator :: loss: 7.200548] epoch: 5353, [Discriminator :: d_loss: 0.000650], [ Generator :: loss: 7.099432] epoch: 5354, [Discriminator :: d_loss: 0.000625], [ Generator :: loss: 6.969757] epoch: 5355, [Discriminator :: d_loss: 0.000490], [ Generator :: loss: 7.196127] epoch: 5356, [Discriminator :: d_loss: 0.000630], [ Generator :: loss: 7.005661] epoch: 5357, [Discriminator 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epoch: 5382, [Discriminator :: d_loss: 0.000459], [ Generator :: loss: 6.947072] epoch: 5383, [Discriminator :: d_loss: 0.000780], [ Generator :: loss: 6.898836] epoch: 5384, [Discriminator :: d_loss: 0.000840], [ Generator :: loss: 6.912557] epoch: 5385, [Discriminator :: d_loss: 0.000527], [ Generator :: loss: 6.864470] epoch: 5386, [Discriminator :: d_loss: 0.000583], [ Generator :: loss: 6.832228] epoch: 5387, [Discriminator :: d_loss: 0.000789], [ Generator :: loss: 6.913406] epoch: 5388, [Discriminator :: d_loss: 0.000624], [ Generator :: loss: 7.069357] epoch: 5389, [Discriminator :: d_loss: 0.000553], [ Generator :: loss: 6.990197] epoch: 5390, [Discriminator :: d_loss: 0.000795], [ Generator :: loss: 6.876157] epoch: 5391, [Discriminator :: d_loss: 0.000638], [ Generator :: loss: 6.875971] epoch: 5392, [Discriminator :: d_loss: 0.000699], [ Generator :: loss: 6.918578] epoch: 5393, [Discriminator :: d_loss: 0.000874], [ Generator :: loss: 6.864128] epoch: 5394, [Discriminator :: d_loss: 0.000755], [ Generator :: loss: 7.004290] epoch: 5395, [Discriminator :: d_loss: 0.000693], [ Generator :: loss: 6.891376] epoch: 5396, [Discriminator :: d_loss: 0.000778], [ Generator :: loss: 6.861105] epoch: 5397, [Discriminator :: d_loss: 0.000687], [ Generator :: loss: 7.042724] epoch: 5398, [Discriminator :: d_loss: 0.000748], [ Generator :: loss: 6.792199] epoch: 5399, [Discriminator :: d_loss: 0.000624], [ Generator :: loss: 6.849086] epoch: 5400, [Discriminator :: d_loss: 0.000689], [ Generator :: loss: 6.983989] epoch: 5401, [Discriminator :: d_loss: 0.000484], [ Generator :: loss: 6.983683] epoch: 5402, [Discriminator :: d_loss: 0.000690], [ Generator :: loss: 7.344305] epoch: 5403, [Discriminator :: d_loss: 0.000620], [ Generator :: loss: 7.237120] epoch: 5404, [Discriminator :: d_loss: 0.000518], [ Generator :: loss: 7.068900] epoch: 5405, [Discriminator :: d_loss: 0.000561], [ Generator :: loss: 7.361043] epoch: 5406, [Discriminator :: d_loss: 0.000504], [ 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epoch: 5419, [Discriminator :: d_loss: 0.000527], [ Generator :: loss: 6.982950] epoch: 5420, [Discriminator :: d_loss: 0.000664], [ Generator :: loss: 6.953387] epoch: 5421, [Discriminator :: d_loss: 0.000537], [ Generator :: loss: 6.926005] epoch: 5422, [Discriminator :: d_loss: 0.000633], [ Generator :: loss: 7.229223] epoch: 5423, [Discriminator :: d_loss: 0.000531], [ Generator :: loss: 7.088442] epoch: 5424, [Discriminator :: d_loss: 0.000514], [ Generator :: loss: 6.975059] epoch: 5425, [Discriminator :: d_loss: 0.000572], [ Generator :: loss: 6.998105] epoch: 5426, [Discriminator :: d_loss: 0.000632], [ Generator :: loss: 7.166138] epoch: 5427, [Discriminator :: d_loss: 0.000565], [ Generator :: loss: 6.984697] epoch: 5428, [Discriminator :: d_loss: 0.000629], [ Generator :: loss: 7.103645] epoch: 5429, [Discriminator :: d_loss: 0.000570], [ Generator :: loss: 7.139572] epoch: 5430, [Discriminator :: d_loss: 0.000622], [ Generator :: loss: 7.166199] epoch: 5431, [Discriminator :: d_loss: 0.000496], [ Generator :: loss: 6.930016] epoch: 5432, [Discriminator :: d_loss: 0.000651], [ Generator :: loss: 7.236100] epoch: 5433, [Discriminator :: d_loss: 0.000479], [ Generator :: loss: 7.083287] epoch: 5434, [Discriminator :: d_loss: 0.000447], [ Generator :: loss: 6.983159] epoch: 5435, [Discriminator :: d_loss: 0.000473], [ Generator :: loss: 6.924767] epoch: 5436, [Discriminator :: d_loss: 0.000543], [ Generator :: loss: 7.043243] epoch: 5437, [Discriminator :: d_loss: 0.000469], [ Generator :: loss: 7.013511] epoch: 5438, [Discriminator :: d_loss: 0.000538], [ Generator :: loss: 7.037929] epoch: 5439, [Discriminator :: d_loss: 0.000553], [ Generator :: loss: 6.952030] epoch: 5440, [Discriminator :: d_loss: 0.000549], [ Generator :: loss: 7.049113] epoch: 5441, [Discriminator :: d_loss: 0.000494], [ Generator :: loss: 7.098869] epoch: 5442, [Discriminator :: d_loss: 0.000716], [ Generator :: loss: 7.142774] epoch: 5443, [Discriminator :: d_loss: 0.000491], [ 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epoch: 5451, [Discriminator :: d_loss: 0.000587], [ Generator :: loss: 7.025068] epoch: 5452, [Discriminator :: d_loss: 0.000456], [ Generator :: loss: 7.070591] epoch: 5453, [Discriminator :: d_loss: 0.000567], [ Generator :: loss: 7.122601] epoch: 5454, [Discriminator :: d_loss: 0.000519], [ Generator :: loss: 7.087296] epoch: 5455, [Discriminator :: d_loss: 0.000429], [ Generator :: loss: 7.056681] epoch: 5456, [Discriminator :: d_loss: 0.000498], [ Generator :: loss: 7.010092] epoch: 5457, [Discriminator :: d_loss: 0.000463], [ Generator :: loss: 7.163159] epoch: 5458, [Discriminator :: d_loss: 0.000525], [ Generator :: loss: 7.045321] epoch: 5459, [Discriminator :: d_loss: 0.000504], [ Generator :: loss: 7.009574] epoch: 5460, [Discriminator :: d_loss: 0.000568], [ Generator :: loss: 7.257942] epoch: 5461, [Discriminator :: d_loss: 0.000542], [ Generator :: loss: 7.027429] epoch: 5462, [Discriminator :: d_loss: 0.000617], [ Generator :: loss: 6.983757] epoch: 5463, [Discriminator :: d_loss: 0.000613], [ Generator :: loss: 7.138495] epoch: 5464, [Discriminator :: d_loss: 0.000423], [ Generator :: loss: 7.121009] epoch: 5465, [Discriminator :: d_loss: 0.000531], [ Generator :: loss: 7.169994] epoch: 5466, [Discriminator :: d_loss: 0.000468], [ Generator :: loss: 7.053399] epoch: 5467, [Discriminator :: d_loss: 0.000445], [ Generator :: loss: 7.030398] epoch: 5468, [Discriminator :: d_loss: 0.000536], [ Generator :: loss: 7.147509] epoch: 5469, [Discriminator :: d_loss: 0.000503], [ Generator :: loss: 7.263031] epoch: 5470, [Discriminator :: d_loss: 0.000429], [ Generator :: loss: 7.135840] epoch: 5471, [Discriminator :: d_loss: 0.000459], [ Generator :: loss: 7.597518] epoch: 5472, [Discriminator :: d_loss: 0.000415], [ Generator :: loss: 7.143303] epoch: 5473, [Discriminator :: d_loss: 0.000470], [ Generator :: loss: 7.196678] epoch: 5474, [Discriminator :: d_loss: 0.000538], [ Generator :: loss: 7.305416] epoch: 5475, [Discriminator :: d_loss: 0.000489], [ 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epoch: 5488, [Discriminator :: d_loss: 0.000568], [ Generator :: loss: 7.040768] epoch: 5489, [Discriminator :: d_loss: 0.000474], [ Generator :: loss: 7.144596] epoch: 5490, [Discriminator :: d_loss: 0.000453], [ Generator :: loss: 7.218609] epoch: 5491, [Discriminator :: d_loss: 0.000493], [ Generator :: loss: 7.167484] epoch: 5492, [Discriminator :: d_loss: 0.000545], [ Generator :: loss: 7.280886] epoch: 5493, [Discriminator :: d_loss: 0.000406], [ Generator :: loss: 7.127392] epoch: 5494, [Discriminator :: d_loss: 0.000375], [ Generator :: loss: 7.284781] epoch: 5495, [Discriminator :: d_loss: 0.000419], [ Generator :: loss: 7.154205] epoch: 5496, [Discriminator :: d_loss: 0.000470], [ Generator :: loss: 7.233213] epoch: 5497, [Discriminator :: d_loss: 0.000439], [ Generator :: loss: 7.318878] epoch: 5498, [Discriminator :: d_loss: 0.000437], [ Generator :: loss: 7.230166] epoch: 5499, [Discriminator :: d_loss: 0.000503], [ Generator :: loss: 7.260382] epoch: 5500, [Discriminator :: d_loss: 0.000390], [ Generator :: loss: 7.768474] epoch: 5501, [Discriminator :: d_loss: 0.000433], [ Generator :: loss: 7.231974] epoch: 5502, [Discriminator :: d_loss: 0.000510], [ Generator :: loss: 7.268347] epoch: 5503, [Discriminator :: d_loss: 0.000473], [ Generator :: loss: 7.135378] epoch: 5504, [Discriminator :: d_loss: 0.000463], [ Generator :: loss: 7.249281] epoch: 5505, [Discriminator :: d_loss: 0.000387], [ Generator :: loss: 7.247293] epoch: 5506, [Discriminator :: d_loss: 0.000455], [ Generator :: loss: 7.040555] epoch: 5507, [Discriminator :: d_loss: 0.000409], [ Generator :: loss: 7.426547] epoch: 5508, [Discriminator :: d_loss: 0.000458], [ Generator :: loss: 7.277952] epoch: 5509, [Discriminator :: d_loss: 0.000501], [ Generator :: loss: 7.419206] epoch: 5510, [Discriminator :: d_loss: 0.000506], [ Generator :: loss: 7.529645] epoch: 5511, [Discriminator :: d_loss: 0.000414], [ Generator :: loss: 7.215017] epoch: 5512, [Discriminator :: d_loss: 0.000500], [ Generator :: loss: 7.260919] epoch: 5513, [Discriminator :: d_loss: 0.000547], [ Generator :: loss: 7.640346] epoch: 5514, [Discriminator :: d_loss: 0.000494], [ Generator :: loss: 7.227895] epoch: 5515, [Discriminator :: d_loss: 0.000442], [ Generator :: loss: 7.217079] epoch: 5516, [Discriminator :: d_loss: 0.000489], [ Generator :: loss: 7.148304] epoch: 5517, [Discriminator :: d_loss: 0.000477], [ Generator :: loss: 7.313143] epoch: 5518, [Discriminator :: d_loss: 0.000440], [ Generator :: loss: 7.217655] epoch: 5519, [Discriminator :: d_loss: 0.000526], [ Generator :: loss: 7.211443] epoch: 5520, [Discriminator :: d_loss: 0.000490], [ Generator :: loss: 7.579329] epoch: 5521, [Discriminator :: d_loss: 0.000501], [ Generator :: loss: 7.258862] epoch: 5522, [Discriminator :: d_loss: 0.000472], [ Generator :: loss: 7.019028] epoch: 5523, [Discriminator :: d_loss: 0.000474], [ Generator :: loss: 7.469997] epoch: 5524, [Discriminator :: d_loss: 0.000503], [ Generator :: loss: 7.233557] epoch: 5525, [Discriminator :: d_loss: 0.000411], [ Generator :: loss: 7.158843] epoch: 5526, [Discriminator :: d_loss: 0.000413], [ Generator :: loss: 7.321779] epoch: 5527, [Discriminator :: d_loss: 0.000545], [ Generator :: loss: 7.296687] epoch: 5528, [Discriminator :: d_loss: 0.000420], [ Generator :: loss: 7.180096] epoch: 5529, [Discriminator :: d_loss: 0.000433], [ Generator :: loss: 7.257913] epoch: 5530, [Discriminator :: d_loss: 0.000542], [ Generator :: loss: 7.159048] epoch: 5531, [Discriminator :: d_loss: 0.000553], [ Generator :: loss: 7.264918] epoch: 5532, [Discriminator :: d_loss: 0.000451], [ Generator :: loss: 7.093922] epoch: 5533, [Discriminator :: d_loss: 0.000503], [ Generator :: loss: 7.166883] epoch: 5534, [Discriminator :: d_loss: 0.000416], [ Generator :: loss: 7.089596] epoch: 5535, [Discriminator :: d_loss: 0.000501], [ Generator :: loss: 7.784183] epoch: 5536, [Discriminator :: d_loss: 0.000490], [ Generator :: loss: 7.368876] epoch: 5537, [Discriminator 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epoch: 5555, [Discriminator :: d_loss: 0.000433], [ Generator :: loss: 7.427509] epoch: 5556, [Discriminator :: d_loss: 0.000445], [ Generator :: loss: 7.639638] epoch: 5557, [Discriminator :: d_loss: 0.000364], [ Generator :: loss: 7.401072] epoch: 5558, [Discriminator :: d_loss: 0.000365], [ Generator :: loss: 7.436676] epoch: 5559, [Discriminator :: d_loss: 0.000405], [ Generator :: loss: 7.169682] epoch: 5560, [Discriminator :: d_loss: 0.000420], [ Generator :: loss: 7.425694] epoch: 5561, [Discriminator :: d_loss: 0.000488], [ Generator :: loss: 7.271259] epoch: 5562, [Discriminator :: d_loss: 0.000474], [ Generator :: loss: 7.352492] epoch: 5563, [Discriminator :: d_loss: 0.000560], [ Generator :: loss: 7.175951] epoch: 5564, [Discriminator :: d_loss: 0.000351], [ Generator :: loss: 7.422030] epoch: 5565, [Discriminator :: d_loss: 0.000442], [ Generator :: loss: 7.501081] epoch: 5566, [Discriminator :: d_loss: 0.000438], [ Generator :: loss: 7.315282] epoch: 5567, [Discriminator :: d_loss: 0.000440], [ Generator :: loss: 7.257854] epoch: 5568, [Discriminator :: d_loss: 0.000344], [ Generator :: loss: 7.539477] epoch: 5569, [Discriminator :: d_loss: 0.000373], [ Generator :: loss: 7.359392] epoch: 5570, [Discriminator :: d_loss: 0.000394], [ Generator :: loss: 7.407389] epoch: 5571, [Discriminator :: d_loss: 0.000460], [ Generator :: loss: 7.265126] epoch: 5572, [Discriminator :: d_loss: 0.000453], [ Generator :: loss: 7.380838] epoch: 5573, [Discriminator :: d_loss: 0.000324], [ Generator :: loss: 7.546894] epoch: 5574, [Discriminator :: d_loss: 0.000331], [ Generator :: loss: 7.342256] epoch: 5575, [Discriminator :: d_loss: 0.000381], [ Generator :: loss: 7.258700] epoch: 5576, [Discriminator :: d_loss: 0.000396], [ Generator :: loss: 7.196438] epoch: 5577, [Discriminator :: d_loss: 0.000374], [ Generator :: loss: 7.473977] epoch: 5578, [Discriminator :: d_loss: 0.000478], [ Generator :: loss: 7.121145] epoch: 5579, [Discriminator :: d_loss: 0.000511], [ 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epoch: 5592, [Discriminator :: d_loss: 0.000405], [ Generator :: loss: 7.386588] epoch: 5593, [Discriminator :: d_loss: 0.000416], [ Generator :: loss: 7.180800] epoch: 5594, [Discriminator :: d_loss: 0.000448], [ Generator :: loss: 7.240776] epoch: 5595, [Discriminator :: d_loss: 0.000445], [ Generator :: loss: 7.222762] epoch: 5596, [Discriminator :: d_loss: 0.000446], [ Generator :: loss: 7.213816] epoch: 5597, [Discriminator :: d_loss: 0.000403], [ Generator :: loss: 7.271143] epoch: 5598, [Discriminator :: d_loss: 0.000416], [ Generator :: loss: 7.529357] epoch: 5599, [Discriminator :: d_loss: 0.000432], [ Generator :: loss: 7.316463] epoch: 5600, [Discriminator :: d_loss: 0.000443], [ Generator :: loss: 7.589581] epoch: 5601, [Discriminator :: d_loss: 0.000430], [ Generator :: loss: 7.452491] epoch: 5602, [Discriminator :: d_loss: 0.000399], [ Generator :: loss: 7.246529] epoch: 5603, [Discriminator :: d_loss: 0.000426], [ Generator :: loss: 7.252035] epoch: 5604, [Discriminator :: d_loss: 0.000384], [ Generator :: loss: 7.221050] epoch: 5605, [Discriminator :: d_loss: 0.000483], [ Generator :: loss: 7.519558] epoch: 5606, [Discriminator :: d_loss: 0.000405], [ Generator :: loss: 7.466634] epoch: 5607, [Discriminator :: d_loss: 0.000327], [ Generator :: loss: 7.213695] epoch: 5608, [Discriminator :: d_loss: 0.000417], [ Generator :: loss: 7.466092] epoch: 5609, [Discriminator :: d_loss: 0.000387], [ Generator :: loss: 7.319026] epoch: 5610, [Discriminator :: d_loss: 0.000461], [ Generator :: loss: 7.223526] epoch: 5611, [Discriminator :: d_loss: 0.000405], [ Generator :: loss: 7.851137] epoch: 5612, [Discriminator :: d_loss: 0.000372], [ Generator :: loss: 7.366921] epoch: 5613, [Discriminator :: d_loss: 0.000370], [ Generator :: loss: 7.687197] epoch: 5614, [Discriminator :: d_loss: 0.000361], [ Generator :: loss: 7.547418] epoch: 5615, [Discriminator :: d_loss: 0.000279], [ Generator :: loss: 7.396851] epoch: 5616, [Discriminator :: d_loss: 0.000352], [ Generator :: loss: 7.564834] epoch: 5617, [Discriminator :: d_loss: 0.000395], [ Generator :: loss: 7.636098] epoch: 5618, [Discriminator :: d_loss: 0.000363], [ Generator :: loss: 7.340843] epoch: 5619, [Discriminator :: d_loss: 0.000337], [ Generator :: loss: 7.687310] epoch: 5620, [Discriminator :: d_loss: 0.000343], [ Generator :: loss: 7.412157] epoch: 5621, [Discriminator :: d_loss: 0.000417], [ Generator :: loss: 7.384783] epoch: 5622, [Discriminator :: d_loss: 0.000366], [ Generator :: loss: 7.349113] epoch: 5623, [Discriminator :: d_loss: 0.000338], [ Generator :: loss: 7.313186] epoch: 5624, [Discriminator :: d_loss: 0.000357], [ Generator :: loss: 7.317842] epoch: 5625, [Discriminator :: d_loss: 0.000420], [ Generator :: loss: 7.348194] epoch: 5626, [Discriminator :: d_loss: 0.000432], [ Generator :: loss: 7.297276] epoch: 5627, [Discriminator :: d_loss: 0.000433], [ Generator :: loss: 7.456335] epoch: 5628, [Discriminator :: d_loss: 0.000373], [ Generator :: loss: 7.270554] epoch: 5629, [Discriminator :: d_loss: 0.000337], [ Generator :: loss: 7.592973] epoch: 5630, [Discriminator :: d_loss: 0.000411], [ Generator :: loss: 7.414183] epoch: 5631, [Discriminator :: d_loss: 0.000367], [ Generator :: loss: 7.629668] epoch: 5632, [Discriminator :: d_loss: 0.000427], [ Generator :: loss: 7.576949] epoch: 5633, [Discriminator :: d_loss: 0.000329], [ Generator :: loss: 7.338595] epoch: 5634, [Discriminator :: d_loss: 0.000412], [ Generator :: loss: 7.397279] epoch: 5635, [Discriminator :: d_loss: 0.000407], [ Generator :: loss: 7.285929] epoch: 5636, [Discriminator :: d_loss: 0.000344], [ Generator :: loss: 7.353976] epoch: 5637, [Discriminator :: d_loss: 0.000389], [ Generator :: loss: 7.449976] epoch: 5638, [Discriminator :: d_loss: 0.000393], [ Generator :: loss: 7.781220] epoch: 5639, [Discriminator :: d_loss: 0.000408], [ Generator :: loss: 7.472231] epoch: 5640, [Discriminator :: d_loss: 0.000430], [ Generator :: loss: 7.400999] epoch: 5641, [Discriminator :: d_loss: 0.000383], [ Generator :: loss: 7.882094] epoch: 5642, [Discriminator :: d_loss: 0.000354], [ Generator :: loss: 7.543687] epoch: 5643, [Discriminator :: d_loss: 0.000381], [ Generator :: loss: 7.613756] epoch: 5644, [Discriminator :: d_loss: 0.000381], [ Generator :: loss: 7.323266] epoch: 5645, [Discriminator :: d_loss: 0.000359], [ Generator :: loss: 7.593335] epoch: 5646, [Discriminator :: d_loss: 0.000295], [ Generator :: loss: 7.665678] epoch: 5647, [Discriminator :: d_loss: 0.000291], [ Generator :: loss: 7.686341] epoch: 5648, [Discriminator :: d_loss: 0.000367], [ Generator :: loss: 7.607824] epoch: 5649, [Discriminator :: d_loss: 0.000292], [ Generator :: loss: 7.564528] epoch: 5650, [Discriminator :: d_loss: 0.000326], [ Generator :: loss: 7.464479] epoch: 5651, [Discriminator :: d_loss: 0.000268], [ Generator :: loss: 7.298691] epoch: 5652, [Discriminator :: d_loss: 0.000370], [ Generator :: loss: 7.477742] epoch: 5653, [Discriminator :: d_loss: 0.000398], [ 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epoch: 5656, [Discriminator :: d_loss: 0.000289], [ Generator :: loss: 7.502116] epoch: 5657, [Discriminator :: d_loss: 0.000296], [ Generator :: loss: 7.414578] epoch: 5658, [Discriminator :: d_loss: 0.000335], [ Generator :: loss: 7.492181] epoch: 5659, [Discriminator :: d_loss: 0.000419], [ Generator :: loss: 7.699233] epoch: 5660, [Discriminator :: d_loss: 0.000262], [ Generator :: loss: 7.559320] epoch: 5661, [Discriminator :: d_loss: 0.000368], [ Generator :: loss: 7.647445] epoch: 5662, [Discriminator :: d_loss: 0.000311], [ Generator :: loss: 7.409856] epoch: 5663, [Discriminator :: d_loss: 0.000348], [ Generator :: loss: 7.729856] epoch: 5664, [Discriminator :: d_loss: 0.000396], [ Generator :: loss: 7.597044] epoch: 5665, [Discriminator :: d_loss: 0.000277], [ Generator :: loss: 7.524466] epoch: 5666, [Discriminator :: d_loss: 0.000340], [ Generator :: loss: 7.525651] epoch: 5667, [Discriminator :: d_loss: 0.000374], [ Generator :: loss: 7.489739] epoch: 5668, [Discriminator :: d_loss: 0.000354], [ Generator :: loss: 7.376807] epoch: 5669, [Discriminator :: d_loss: 0.000396], [ Generator :: loss: 7.521907] epoch: 5670, [Discriminator :: d_loss: 0.000323], [ Generator :: loss: 7.644305] epoch: 5671, [Discriminator :: d_loss: 0.000301], [ Generator :: loss: 7.520791] epoch: 5672, [Discriminator :: d_loss: 0.000311], [ Generator :: loss: 7.612177] epoch: 5673, [Discriminator :: d_loss: 0.000322], [ Generator :: loss: 7.396232] epoch: 5674, [Discriminator :: d_loss: 0.000356], [ Generator :: loss: 7.503489] epoch: 5675, [Discriminator :: d_loss: 0.000317], [ Generator :: loss: 7.420938] epoch: 5676, [Discriminator :: d_loss: 0.000288], [ Generator :: loss: 7.597962] epoch: 5677, [Discriminator :: d_loss: 0.000326], [ Generator :: loss: 7.466665] epoch: 5678, [Discriminator :: d_loss: 0.000300], [ Generator :: loss: 7.546696] epoch: 5679, [Discriminator :: d_loss: 0.000275], [ Generator :: loss: 7.430650] epoch: 5680, [Discriminator :: d_loss: 0.000369], [ 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epoch: 5693, [Discriminator :: d_loss: 0.000310], [ Generator :: loss: 7.477120] epoch: 5694, [Discriminator :: d_loss: 0.000305], [ Generator :: loss: 7.651966] epoch: 5695, [Discriminator :: d_loss: 0.000314], [ Generator :: loss: 7.615012] epoch: 5696, [Discriminator :: d_loss: 0.000269], [ Generator :: loss: 7.709105] epoch: 5697, [Discriminator :: d_loss: 0.000315], [ Generator :: loss: 7.506979] epoch: 5698, [Discriminator :: d_loss: 0.000255], [ Generator :: loss: 7.822600] epoch: 5699, [Discriminator :: d_loss: 0.000296], [ Generator :: loss: 7.775257] epoch: 5700, [Discriminator :: d_loss: 0.000335], [ Generator :: loss: 7.667233] epoch: 5701, [Discriminator :: d_loss: 0.000228], [ Generator :: loss: 7.809410] epoch: 5702, [Discriminator :: d_loss: 0.000314], [ Generator :: loss: 7.752366] epoch: 5703, [Discriminator :: d_loss: 0.000266], [ Generator :: loss: 7.673802] epoch: 5704, [Discriminator :: d_loss: 0.000299], [ Generator :: loss: 7.552608] epoch: 5705, [Discriminator :: d_loss: 0.000318], [ Generator :: loss: 7.736073] epoch: 5706, [Discriminator :: d_loss: 0.000282], [ Generator :: loss: 7.704052] epoch: 5707, [Discriminator :: d_loss: 0.000294], [ Generator :: loss: 7.571871] epoch: 5708, [Discriminator :: d_loss: 0.000277], [ Generator :: loss: 7.623063] epoch: 5709, [Discriminator :: d_loss: 0.000310], [ Generator :: loss: 7.610694] epoch: 5710, [Discriminator :: d_loss: 0.000266], [ Generator :: loss: 7.534359] epoch: 5711, [Discriminator :: d_loss: 0.000279], [ Generator :: loss: 7.945639] epoch: 5712, [Discriminator :: d_loss: 0.000341], [ Generator :: loss: 7.694987] epoch: 5713, [Discriminator :: d_loss: 0.000284], [ Generator :: loss: 7.747421] epoch: 5714, [Discriminator :: d_loss: 0.000286], [ Generator :: loss: 7.711803] epoch: 5715, [Discriminator :: d_loss: 0.000258], [ Generator :: loss: 7.889021] epoch: 5716, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 7.576497] epoch: 5717, [Discriminator :: d_loss: 0.000277], [ 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epoch: 5730, [Discriminator :: d_loss: 0.000263], [ Generator :: loss: 7.746472] epoch: 5731, [Discriminator :: d_loss: 0.000301], [ Generator :: loss: 7.959177] epoch: 5732, [Discriminator :: d_loss: 0.000245], [ Generator :: loss: 7.717953] epoch: 5733, [Discriminator :: d_loss: 0.000236], [ Generator :: loss: 7.760159] epoch: 5734, [Discriminator :: d_loss: 0.000235], [ Generator :: loss: 7.759137] epoch: 5735, [Discriminator :: d_loss: 0.000257], [ Generator :: loss: 7.614745] epoch: 5736, [Discriminator :: d_loss: 0.000267], [ Generator :: loss: 7.881407] epoch: 5737, [Discriminator :: d_loss: 0.000275], [ Generator :: loss: 7.692109] epoch: 5738, [Discriminator :: d_loss: 0.000246], [ Generator :: loss: 7.696077] epoch: 5739, [Discriminator :: d_loss: 0.000262], [ Generator :: loss: 7.998546] epoch: 5740, [Discriminator :: d_loss: 0.000243], [ Generator :: loss: 7.684068] epoch: 5741, [Discriminator :: d_loss: 0.000259], [ Generator :: loss: 7.937447] epoch: 5742, [Discriminator :: d_loss: 0.000238], [ Generator :: loss: 7.798977] epoch: 5743, [Discriminator :: d_loss: 0.000259], [ Generator :: loss: 7.749363] epoch: 5744, [Discriminator :: d_loss: 0.000249], [ Generator :: loss: 7.867433] epoch: 5745, [Discriminator :: d_loss: 0.000256], [ Generator :: loss: 7.826004] epoch: 5746, [Discriminator :: d_loss: 0.000229], [ Generator :: loss: 8.013926] epoch: 5747, [Discriminator :: d_loss: 0.000206], [ Generator :: loss: 7.870914] epoch: 5748, [Discriminator :: d_loss: 0.000232], [ Generator :: loss: 8.004902] epoch: 5749, [Discriminator :: d_loss: 0.000213], [ Generator :: loss: 7.806325] epoch: 5750, [Discriminator :: d_loss: 0.000233], [ Generator :: loss: 7.737247] epoch: 5751, [Discriminator :: d_loss: 0.000249], [ Generator :: loss: 7.841076] epoch: 5752, [Discriminator :: d_loss: 0.000285], [ Generator :: loss: 7.706576] epoch: 5753, [Discriminator :: d_loss: 0.000235], [ Generator :: loss: 7.781301] epoch: 5754, [Discriminator :: d_loss: 0.000238], [ Generator :: loss: 7.660414] epoch: 5755, [Discriminator :: d_loss: 0.000256], [ Generator :: loss: 7.717922] epoch: 5756, [Discriminator :: d_loss: 0.000275], [ Generator :: loss: 7.773238] epoch: 5757, [Discriminator :: d_loss: 0.000257], [ Generator :: loss: 7.829304] epoch: 5758, [Discriminator :: d_loss: 0.000268], [ Generator :: loss: 7.701153] epoch: 5759, [Discriminator :: d_loss: 0.000244], [ Generator :: loss: 7.947992] epoch: 5760, [Discriminator :: d_loss: 0.000241], [ Generator :: loss: 7.986885] epoch: 5761, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 7.715873] epoch: 5762, [Discriminator :: d_loss: 0.000236], [ Generator :: loss: 7.900094] epoch: 5763, [Discriminator :: d_loss: 0.000224], [ Generator :: loss: 8.237296]
epoch: 5764, [Discriminator :: d_loss: 0.000229], [ Generator :: loss: 7.818016] epoch: 5765, [Discriminator :: d_loss: 0.000254], [ Generator :: loss: 7.734868] epoch: 5766, [Discriminator :: d_loss: 0.000223], [ Generator :: loss: 7.731806] epoch: 5767, [Discriminator :: d_loss: 0.000291], [ Generator :: loss: 7.746123] epoch: 5768, [Discriminator :: d_loss: 0.000246], [ Generator :: loss: 8.065524] epoch: 5769, [Discriminator :: d_loss: 0.000233], [ Generator :: loss: 7.699943] epoch: 5770, [Discriminator :: d_loss: 0.000238], [ Generator :: loss: 7.738155] epoch: 5771, [Discriminator :: d_loss: 0.000233], [ Generator :: loss: 7.759535] epoch: 5772, [Discriminator :: d_loss: 0.000264], [ Generator :: loss: 7.771834] epoch: 5773, [Discriminator :: d_loss: 0.000262], [ Generator :: loss: 8.016955] epoch: 5774, [Discriminator :: d_loss: 0.000267], [ Generator :: loss: 7.901560] epoch: 5775, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 7.944073] epoch: 5776, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 7.865592] epoch: 5777, [Discriminator :: d_loss: 0.000267], [ Generator :: loss: 7.866449] epoch: 5778, [Discriminator :: d_loss: 0.000268], [ Generator :: loss: 7.787663] epoch: 5779, [Discriminator :: d_loss: 0.000264], [ Generator :: loss: 7.722694] epoch: 5780, [Discriminator :: d_loss: 0.000278], [ Generator :: loss: 7.703613] epoch: 5781, [Discriminator :: d_loss: 0.000286], [ Generator :: loss: 7.803528] epoch: 5782, [Discriminator :: d_loss: 0.000276], [ Generator :: loss: 7.638842] epoch: 5783, [Discriminator :: d_loss: 0.000251], [ Generator :: loss: 7.858850] epoch: 5784, [Discriminator :: d_loss: 0.000248], [ Generator :: loss: 8.164572] epoch: 5785, [Discriminator :: d_loss: 0.000275], [ Generator :: loss: 7.948887] epoch: 5786, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 7.853445] epoch: 5787, [Discriminator :: d_loss: 0.000281], [ Generator :: loss: 7.824972] epoch: 5788, [Discriminator :: d_loss: 0.000227], [ Generator :: loss: 7.705414] epoch: 5789, [Discriminator :: d_loss: 0.000280], [ Generator :: loss: 7.812194] epoch: 5790, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 7.860259] epoch: 5791, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 8.099268] epoch: 5792, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 7.704817] epoch: 5793, [Discriminator :: d_loss: 0.000259], [ Generator :: loss: 8.089485] epoch: 5794, [Discriminator :: d_loss: 0.000219], [ Generator :: loss: 7.660682] epoch: 5795, [Discriminator :: d_loss: 0.000257], [ Generator :: loss: 7.668429] epoch: 5796, [Discriminator :: d_loss: 0.000259], [ Generator :: loss: 7.645326] epoch: 5797, [Discriminator :: d_loss: 0.000280], [ Generator :: loss: 7.553088] epoch: 5798, [Discriminator :: d_loss: 0.000229], [ Generator :: loss: 7.934622] epoch: 5799, [Discriminator :: d_loss: 0.000236], [ Generator :: loss: 7.603969] epoch: 5800, [Discriminator :: d_loss: 0.000283], [ Generator :: loss: 7.722966] epoch: 5801, [Discriminator :: d_loss: 0.000289], [ Generator :: loss: 7.709416] epoch: 5802, [Discriminator :: d_loss: 0.000249], [ Generator :: loss: 7.674180] epoch: 5803, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 7.908858] epoch: 5804, [Discriminator :: d_loss: 0.000235], [ Generator :: loss: 7.796867] epoch: 5805, [Discriminator :: d_loss: 0.000243], [ Generator :: loss: 7.701453] epoch: 5806, [Discriminator :: d_loss: 0.000290], [ Generator :: loss: 7.725888] epoch: 5807, [Discriminator :: d_loss: 0.000298], [ Generator :: loss: 7.769917] epoch: 5808, [Discriminator :: d_loss: 0.000247], [ Generator :: loss: 7.973014] epoch: 5809, [Discriminator :: d_loss: 0.000265], [ Generator :: loss: 7.581140] epoch: 5810, [Discriminator :: d_loss: 0.000291], [ Generator :: loss: 7.731960] epoch: 5811, [Discriminator :: d_loss: 0.000283], [ Generator :: loss: 7.766871] epoch: 5812, [Discriminator :: d_loss: 0.000261], [ Generator :: loss: 7.888002] epoch: 5813, [Discriminator :: d_loss: 0.000238], [ Generator :: loss: 7.955433] epoch: 5814, [Discriminator :: d_loss: 0.000236], [ Generator :: loss: 7.808698] epoch: 5815, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 7.925464] epoch: 5816, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 7.865260] epoch: 5817, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 7.808083] epoch: 5818, [Discriminator :: d_loss: 0.000231], [ Generator :: loss: 7.796375] epoch: 5819, [Discriminator :: d_loss: 0.000293], [ Generator :: loss: 7.715358] epoch: 5820, [Discriminator :: d_loss: 0.000259], [ Generator :: loss: 8.157785] epoch: 5821, [Discriminator :: d_loss: 0.000283], [ Generator :: loss: 7.608109] epoch: 5822, [Discriminator :: d_loss: 0.000281], [ Generator :: loss: 7.736674] epoch: 5823, [Discriminator :: d_loss: 0.000301], [ Generator :: loss: 7.917087] epoch: 5824, [Discriminator :: d_loss: 0.000268], [ Generator :: loss: 7.808906] epoch: 5825, [Discriminator :: d_loss: 0.000213], [ 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epoch: 5838, [Discriminator :: d_loss: 0.000277], [ Generator :: loss: 8.138311] epoch: 5839, [Discriminator :: d_loss: 0.000305], [ Generator :: loss: 8.074073] epoch: 5840, [Discriminator :: d_loss: 0.000275], [ Generator :: loss: 7.940856] epoch: 5841, [Discriminator :: d_loss: 0.000207], [ Generator :: loss: 8.186724] epoch: 5842, [Discriminator :: d_loss: 0.000260], [ Generator :: loss: 8.338905] epoch: 5843, [Discriminator :: d_loss: 0.000253], [ Generator :: loss: 8.232491] epoch: 5844, [Discriminator :: d_loss: 0.000242], [ Generator :: loss: 8.099819] epoch: 5845, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 7.889958] epoch: 5846, [Discriminator :: d_loss: 0.000214], [ Generator :: loss: 7.979597] epoch: 5847, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 8.127666] epoch: 5848, [Discriminator :: d_loss: 0.000219], [ Generator :: loss: 8.132547] epoch: 5849, [Discriminator :: d_loss: 0.000227], [ Generator :: loss: 7.852664] epoch: 5850, [Discriminator :: d_loss: 0.000241], [ Generator :: loss: 7.839170] epoch: 5851, [Discriminator :: d_loss: 0.000232], [ Generator :: loss: 7.816559] epoch: 5852, [Discriminator :: d_loss: 0.000251], [ Generator :: loss: 7.932099] epoch: 5853, [Discriminator :: d_loss: 0.000246], [ Generator :: loss: 7.940754] epoch: 5854, [Discriminator :: d_loss: 0.000256], [ Generator :: loss: 8.058301] epoch: 5855, [Discriminator :: d_loss: 0.000214], [ Generator :: loss: 7.910985] epoch: 5856, [Discriminator :: d_loss: 0.000200], [ Generator :: loss: 7.938552] epoch: 5857, [Discriminator :: d_loss: 0.000256], [ Generator :: loss: 7.836692] epoch: 5858, [Discriminator :: d_loss: 0.000214], [ Generator :: loss: 7.842483] epoch: 5859, [Discriminator :: d_loss: 0.000223], [ Generator :: loss: 7.946288] epoch: 5860, [Discriminator :: d_loss: 0.000252], [ Generator :: loss: 7.879633] epoch: 5861, [Discriminator :: d_loss: 0.000203], [ Generator :: loss: 7.876360] epoch: 5862, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 7.929567] epoch: 5863, [Discriminator :: d_loss: 0.000291], [ Generator :: loss: 8.260853] epoch: 5864, [Discriminator :: d_loss: 0.000243], [ Generator :: loss: 7.818717] epoch: 5865, [Discriminator :: d_loss: 0.000194], [ Generator :: loss: 8.219460] epoch: 5866, [Discriminator :: d_loss: 0.000227], [ Generator :: loss: 7.848208] epoch: 5867, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 7.843468] epoch: 5868, [Discriminator :: d_loss: 0.000229], [ Generator :: loss: 8.040489] epoch: 5869, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.142715] epoch: 5870, [Discriminator :: d_loss: 0.000213], [ Generator :: loss: 8.121300]
epoch: 5871, [Discriminator :: d_loss: 0.000180], [ Generator :: loss: 8.194243] epoch: 5872, [Discriminator :: d_loss: 0.000199], [ Generator :: loss: 7.886369] epoch: 5873, [Discriminator :: d_loss: 0.000257], [ Generator :: loss: 7.874813] epoch: 5874, [Discriminator :: d_loss: 0.000209], [ Generator :: loss: 7.901580] epoch: 5875, [Discriminator :: d_loss: 0.000230], [ Generator :: loss: 7.950552] epoch: 5876, [Discriminator :: d_loss: 0.000211], [ Generator :: loss: 7.731599] epoch: 5877, [Discriminator :: d_loss: 0.000222], [ Generator :: loss: 7.950350] epoch: 5878, [Discriminator :: d_loss: 0.000207], [ Generator :: loss: 8.187616] epoch: 5879, [Discriminator :: d_loss: 0.000202], [ Generator :: loss: 7.913824] epoch: 5880, [Discriminator :: d_loss: 0.000208], [ Generator :: loss: 8.068155] epoch: 5881, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 7.928133] epoch: 5882, [Discriminator :: d_loss: 0.000247], [ Generator :: loss: 7.797967] epoch: 5883, [Discriminator :: d_loss: 0.000258], [ Generator :: loss: 7.929464] epoch: 5884, [Discriminator :: d_loss: 0.000223], [ Generator :: loss: 7.691574] epoch: 5885, [Discriminator :: d_loss: 0.000239], [ Generator :: loss: 8.023443] epoch: 5886, [Discriminator :: d_loss: 0.000208], [ Generator :: loss: 7.839110] epoch: 5887, [Discriminator :: d_loss: 0.000247], [ Generator :: loss: 7.767923] epoch: 5888, [Discriminator :: d_loss: 0.000185], [ Generator :: loss: 8.116542] epoch: 5889, [Discriminator :: d_loss: 0.000186], [ Generator :: loss: 8.028888] epoch: 5890, [Discriminator :: d_loss: 0.000193], [ Generator :: loss: 8.031571] epoch: 5891, [Discriminator :: d_loss: 0.000209], [ Generator :: loss: 8.243463] epoch: 5892, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 7.899494] epoch: 5893, [Discriminator :: d_loss: 0.000230], [ Generator :: loss: 8.188253] epoch: 5894, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 8.055243] epoch: 5895, [Discriminator :: d_loss: 0.000224], [ Generator :: loss: 8.048754] epoch: 5896, [Discriminator :: d_loss: 0.000230], [ Generator :: loss: 8.068084] epoch: 5897, [Discriminator :: d_loss: 0.000208], [ Generator :: loss: 7.828438] epoch: 5898, [Discriminator :: d_loss: 0.000198], [ Generator :: loss: 8.144870] epoch: 5899, [Discriminator :: d_loss: 0.000229], [ Generator :: loss: 7.940013] epoch: 5900, [Discriminator :: d_loss: 0.000257], [ Generator :: loss: 7.926725] epoch: 5901, [Discriminator :: d_loss: 0.000240], [ Generator :: loss: 7.926188] epoch: 5902, [Discriminator :: d_loss: 0.000209], [ Generator :: loss: 8.176365] epoch: 5903, [Discriminator :: d_loss: 0.000212], [ Generator :: loss: 7.886013] epoch: 5904, [Discriminator :: d_loss: 0.000189], [ Generator :: loss: 8.019212] epoch: 5905, [Discriminator :: d_loss: 0.000207], [ Generator :: loss: 8.134760] epoch: 5906, [Discriminator :: d_loss: 0.000238], [ Generator :: loss: 7.933403] epoch: 5907, [Discriminator :: d_loss: 0.000219], [ Generator :: loss: 7.972034] epoch: 5908, [Discriminator :: d_loss: 0.000163], [ Generator :: loss: 7.910720] epoch: 5909, [Discriminator :: d_loss: 0.000229], [ Generator :: loss: 7.833262] epoch: 5910, [Discriminator :: d_loss: 0.000230], [ Generator :: loss: 7.955755] epoch: 5911, [Discriminator :: d_loss: 0.000235], [ Generator :: loss: 8.360239] epoch: 5912, [Discriminator :: d_loss: 0.000216], [ Generator :: loss: 7.984956] epoch: 5913, [Discriminator :: d_loss: 0.000230], [ Generator :: loss: 8.259002] epoch: 5914, [Discriminator :: d_loss: 0.000184], [ Generator :: loss: 8.021799] epoch: 5915, [Discriminator :: d_loss: 0.000212], [ Generator :: loss: 8.289190] epoch: 5916, [Discriminator :: d_loss: 0.000200], [ Generator :: loss: 8.402483] epoch: 5917, [Discriminator :: d_loss: 0.000171], [ Generator :: loss: 8.088113] epoch: 5918, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 8.581976] epoch: 5919, [Discriminator :: d_loss: 0.000203], [ Generator :: loss: 8.006035] epoch: 5920, [Discriminator :: d_loss: 0.000201], [ Generator :: loss: 7.961528] epoch: 5921, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 8.095364] epoch: 5922, [Discriminator :: d_loss: 0.000222], [ Generator :: loss: 7.845967] epoch: 5923, [Discriminator :: d_loss: 0.000205], [ Generator :: loss: 8.206303] epoch: 5924, [Discriminator :: d_loss: 0.000185], [ Generator :: loss: 8.069268] epoch: 5925, [Discriminator :: d_loss: 0.000223], [ Generator :: loss: 8.232880] epoch: 5926, [Discriminator :: d_loss: 0.000181], [ Generator :: loss: 7.940619] epoch: 5927, [Discriminator :: d_loss: 0.000161], [ Generator :: loss: 8.325601] epoch: 5928, [Discriminator :: d_loss: 0.000183], [ Generator :: loss: 8.047606] epoch: 5929, [Discriminator :: d_loss: 0.000179], [ Generator :: loss: 8.057232] epoch: 5930, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 8.334414] epoch: 5931, [Discriminator :: d_loss: 0.000175], [ Generator :: loss: 7.992028] epoch: 5932, [Discriminator :: d_loss: 0.000172], [ Generator :: loss: 8.204098] epoch: 5933, [Discriminator :: d_loss: 0.000161], [ Generator :: loss: 8.085269] epoch: 5934, [Discriminator :: d_loss: 0.000202], [ Generator :: loss: 8.345993] epoch: 5935, [Discriminator :: d_loss: 0.000206], [ Generator :: loss: 8.247916] epoch: 5936, [Discriminator :: d_loss: 0.000198], [ Generator :: loss: 8.052195] epoch: 5937, [Discriminator :: d_loss: 0.000187], [ Generator :: loss: 8.364290] epoch: 5938, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 7.988544] epoch: 5939, [Discriminator :: d_loss: 0.000172], [ Generator :: loss: 8.028733] epoch: 5940, [Discriminator :: d_loss: 0.000170], [ Generator :: loss: 8.113192] epoch: 5941, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.641855] epoch: 5942, [Discriminator :: d_loss: 0.000162], [ Generator :: loss: 8.759121] epoch: 5943, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.205040] epoch: 5944, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 7.993405] epoch: 5945, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 8.594902] epoch: 5946, [Discriminator :: d_loss: 0.000173], [ Generator :: loss: 8.328611] epoch: 5947, [Discriminator :: d_loss: 0.000196], [ Generator :: loss: 8.275070] epoch: 5948, [Discriminator :: d_loss: 0.000153], [ Generator :: loss: 8.320651] epoch: 5949, [Discriminator :: d_loss: 0.000179], [ Generator :: loss: 8.316322] epoch: 5950, [Discriminator :: d_loss: 0.000187], [ Generator :: loss: 8.328154] epoch: 5951, [Discriminator :: d_loss: 0.000167], [ Generator :: loss: 8.299194] epoch: 5952, [Discriminator :: d_loss: 0.000171], [ Generator :: loss: 8.007070] epoch: 5953, [Discriminator :: d_loss: 0.000178], [ Generator :: loss: 8.121852] epoch: 5954, [Discriminator :: d_loss: 0.000164], [ Generator :: loss: 8.196581] epoch: 5955, [Discriminator :: d_loss: 0.000170], [ Generator :: loss: 8.022439] epoch: 5956, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 8.297260] epoch: 5957, [Discriminator :: d_loss: 0.000131], [ Generator :: loss: 8.712586] epoch: 5958, [Discriminator :: d_loss: 0.000164], [ Generator :: loss: 8.178497] epoch: 5959, [Discriminator :: d_loss: 0.000166], [ Generator :: loss: 8.241104] epoch: 5960, [Discriminator :: d_loss: 0.000190], [ Generator :: loss: 8.221555] epoch: 5961, [Discriminator :: d_loss: 0.000163], [ Generator :: loss: 8.163485] epoch: 5962, [Discriminator :: d_loss: 0.000147], [ Generator :: loss: 8.199963] epoch: 5963, [Discriminator :: d_loss: 0.000193], [ Generator :: loss: 8.226362] epoch: 5964, [Discriminator :: d_loss: 0.000185], [ Generator :: loss: 8.044734] epoch: 5965, [Discriminator :: d_loss: 0.000170], [ Generator :: loss: 8.234380] epoch: 5966, [Discriminator :: d_loss: 0.000215], [ Generator :: loss: 8.561860] epoch: 5967, [Discriminator :: d_loss: 0.000174], [ Generator :: loss: 8.154978] epoch: 5968, [Discriminator :: d_loss: 0.000158], [ Generator :: loss: 8.084486] epoch: 5969, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 8.173283] epoch: 5970, [Discriminator :: d_loss: 0.000149], [ Generator :: loss: 8.143881] epoch: 5971, [Discriminator :: d_loss: 0.000136], [ Generator :: loss: 8.117055]
epoch: 5972, [Discriminator :: d_loss: 0.000188], [ Generator :: loss: 8.142937] epoch: 5973, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.312597] epoch: 5974, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 8.122869] epoch: 5975, [Discriminator :: d_loss: 0.000155], [ Generator :: loss: 8.301311] epoch: 5976, [Discriminator :: d_loss: 0.000186], [ Generator :: loss: 8.289266] epoch: 5977, [Discriminator :: d_loss: 0.000124], [ Generator :: loss: 8.298335] epoch: 5978, [Discriminator :: d_loss: 0.000135], [ Generator :: loss: 8.345215] epoch: 5979, [Discriminator :: d_loss: 0.000157], [ Generator :: loss: 8.210100] epoch: 5980, [Discriminator :: d_loss: 0.000136], [ Generator :: loss: 8.213688] epoch: 5981, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 8.164404] epoch: 5982, [Discriminator :: d_loss: 0.000115], [ Generator :: loss: 8.157159] epoch: 5983, [Discriminator :: d_loss: 0.000155], [ Generator :: loss: 8.100340] epoch: 5984, [Discriminator :: d_loss: 0.000152], [ Generator :: loss: 8.266546] epoch: 5985, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.465540] epoch: 5986, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.297025] epoch: 5987, [Discriminator :: d_loss: 0.000142], [ Generator :: loss: 8.319099] epoch: 5988, [Discriminator :: d_loss: 0.000141], [ Generator :: loss: 8.488609] epoch: 5989, [Discriminator :: d_loss: 0.000167], [ Generator :: loss: 8.409128] epoch: 5990, [Discriminator :: d_loss: 0.000149], [ Generator :: loss: 8.311408] epoch: 5991, [Discriminator :: d_loss: 0.000170], [ Generator :: loss: 8.400283] epoch: 5992, [Discriminator :: d_loss: 0.000187], [ Generator :: loss: 8.283964] epoch: 5993, [Discriminator :: d_loss: 0.000126], [ Generator :: loss: 8.244637] epoch: 5994, [Discriminator :: d_loss: 0.000149], [ Generator :: loss: 8.954728] epoch: 5995, [Discriminator :: d_loss: 0.000137], [ Generator :: loss: 8.404442] epoch: 5996, [Discriminator :: d_loss: 0.000177], [ 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epoch: 6009, [Discriminator :: d_loss: 0.000141], [ Generator :: loss: 8.444879] epoch: 6010, [Discriminator :: d_loss: 0.000133], [ Generator :: loss: 8.641193] epoch: 6011, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.390530] epoch: 6012, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.444061] epoch: 6013, [Discriminator :: d_loss: 0.000133], [ Generator :: loss: 8.318317] epoch: 6014, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.512080] epoch: 6015, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.543023] epoch: 6016, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 8.556389] epoch: 6017, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 8.401998] epoch: 6018, [Discriminator :: d_loss: 0.000153], [ Generator :: loss: 8.505667] epoch: 6019, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.398176] epoch: 6020, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.626016] epoch: 6021, [Discriminator 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epoch: 6046, [Discriminator :: d_loss: 0.000114], [ Generator :: loss: 8.563326] epoch: 6047, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.705509] epoch: 6048, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.662233] epoch: 6049, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.614164] epoch: 6050, [Discriminator :: d_loss: 0.000114], [ Generator :: loss: 8.543530] epoch: 6051, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.771530] epoch: 6052, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 8.598982] epoch: 6053, [Discriminator :: d_loss: 0.000110], [ Generator :: loss: 8.839670] epoch: 6054, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.885157] epoch: 6055, [Discriminator :: d_loss: 0.000110], [ Generator :: loss: 8.595896] epoch: 6056, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.923965] epoch: 6057, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.680003] epoch: 6058, [Discriminator 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epoch: 6078, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.655578] epoch: 6079, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.819725] epoch: 6080, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.871969] epoch: 6081, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.963644] epoch: 6082, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 8.781467] epoch: 6083, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.780189] epoch: 6084, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.709267] epoch: 6085, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.590026] epoch: 6086, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.877953] epoch: 6087, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.096779] epoch: 6088, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.769410] epoch: 6089, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.901593] epoch: 6090, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.126397] epoch: 6091, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.765434] epoch: 6092, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.741360] epoch: 6093, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.659039] epoch: 6094, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.692805] epoch: 6095, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.693296] epoch: 6096, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.829965] epoch: 6097, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.938389] epoch: 6098, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.921789] epoch: 6099, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.013186] epoch: 6100, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.232161] epoch: 6101, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.862391] epoch: 6102, [Discriminator :: d_loss: 0.000073], [ 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epoch: 6115, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.804157] epoch: 6116, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 8.818277] epoch: 6117, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.070154] epoch: 6118, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.860997] epoch: 6119, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.865620] epoch: 6120, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.844303] epoch: 6121, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 8.768847] epoch: 6122, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.812618] epoch: 6123, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 8.832897] epoch: 6124, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 8.778505] epoch: 6125, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.706903] epoch: 6126, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.889047] epoch: 6127, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.856376] epoch: 6128, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.002626] epoch: 6129, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 8.747411] epoch: 6130, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.999079] epoch: 6131, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 8.886749] epoch: 6132, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.803323] epoch: 6133, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.081125] epoch: 6134, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.766955] epoch: 6135, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.790968] epoch: 6136, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.865221] epoch: 6137, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.833271] epoch: 6138, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.828079] epoch: 6139, [Discriminator :: d_loss: 0.000088], [ 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epoch: 6152, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.115910] epoch: 6153, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.909899] epoch: 6154, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.843149] epoch: 6155, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.708656] epoch: 6156, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.861116] epoch: 6157, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 9.027187] epoch: 6158, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.049206] epoch: 6159, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.890211] epoch: 6160, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.846289] epoch: 6161, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.376904] epoch: 6162, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.908660] epoch: 6163, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.805433] epoch: 6164, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.919263] epoch: 6165, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.005847] epoch: 6166, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.850477] epoch: 6167, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.860086] epoch: 6168, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.876781] epoch: 6169, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.037957] epoch: 6170, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.158894] epoch: 6171, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.947315] epoch: 6172, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.855719] epoch: 6173, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.930928] epoch: 6174, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.110960] epoch: 6175, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 8.948296] epoch: 6176, [Discriminator :: d_loss: 0.000081], [ 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epoch: 6183, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.832781] epoch: 6184, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.034798] epoch: 6185, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.946400] epoch: 6186, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.853405] epoch: 6187, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.870749] epoch: 6188, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.813712] epoch: 6189, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.815578] epoch: 6190, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.719296] epoch: 6191, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.877560] epoch: 6192, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.016175] epoch: 6193, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.063663] epoch: 6194, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.981459] epoch: 6195, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.180791] epoch: 6196, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.075748] epoch: 6197, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.975100] epoch: 6198, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.967522] epoch: 6199, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 8.888637] epoch: 6200, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.900494] epoch: 6201, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.843389] epoch: 6202, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.021296] epoch: 6203, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.161928] epoch: 6204, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 8.850712] epoch: 6205, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 8.947651] epoch: 6206, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.817327] epoch: 6207, [Discriminator :: d_loss: 0.000071], [ 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epoch: 6220, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.855530] epoch: 6221, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.972610] epoch: 6222, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.810814] epoch: 6223, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 8.914688] epoch: 6224, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.848740] epoch: 6225, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.880737] epoch: 6226, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.028991] epoch: 6227, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.941765] epoch: 6228, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 8.958082] epoch: 6229, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.863335] epoch: 6230, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.171617] epoch: 6231, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.307095] epoch: 6232, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 8.902891] epoch: 6233, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.030704] epoch: 6234, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.851556] epoch: 6235, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.959822] epoch: 6236, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.792294] epoch: 6237, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.009211] epoch: 6238, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.914926] epoch: 6239, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.912420] epoch: 6240, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.969069] epoch: 6241, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.026670] epoch: 6242, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.875907] epoch: 6243, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.912441] epoch: 6244, [Discriminator :: d_loss: 0.000076], [ 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epoch: 6257, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.011621] epoch: 6258, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 8.942543] epoch: 6259, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.032348] epoch: 6260, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.299429] epoch: 6261, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.088731] epoch: 6262, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.213941] epoch: 6263, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.180555] epoch: 6264, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.954916] epoch: 6265, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 8.967974] epoch: 6266, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.912447] epoch: 6267, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.997419] epoch: 6268, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.013705] epoch: 6269, [Discriminator 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epoch: 6289, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 8.949232] epoch: 6290, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.006951] epoch: 6291, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.002427] epoch: 6292, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.124662] epoch: 6293, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.029263] epoch: 6294, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.067684] epoch: 6295, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.959262] epoch: 6296, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.927912] epoch: 6297, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.923720] epoch: 6298, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.974475] epoch: 6299, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.134129] epoch: 6300, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.057467] epoch: 6301, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.187107] epoch: 6302, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.241390] epoch: 6303, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.151927] epoch: 6304, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.105446] epoch: 6305, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.145014] epoch: 6306, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.048153] epoch: 6307, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.328059] epoch: 6308, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.153483] epoch: 6309, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.023865] epoch: 6310, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.082756] epoch: 6311, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 8.902046] epoch: 6312, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 8.991053] epoch: 6313, [Discriminator :: d_loss: 0.000079], [ 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epoch: 6326, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.022088] epoch: 6327, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.820707] epoch: 6328, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.082130] epoch: 6329, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.027106] epoch: 6330, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.002204] epoch: 6331, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.142255] epoch: 6332, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.278000] epoch: 6333, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.899355] epoch: 6334, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.900782] epoch: 6335, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.204015] epoch: 6336, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.983448] epoch: 6337, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.770206] epoch: 6338, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 8.919329] epoch: 6339, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 8.988257] epoch: 6340, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.909897] epoch: 6341, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.839616] epoch: 6342, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.100707] epoch: 6343, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.956934] epoch: 6344, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 8.872707] epoch: 6345, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.817513] epoch: 6346, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 8.955484] epoch: 6347, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 8.980616] epoch: 6348, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.964393] epoch: 6349, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.285663] epoch: 6350, [Discriminator :: d_loss: 0.000070], [ 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epoch: 6363, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.287435] epoch: 6364, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.910309] epoch: 6365, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.945950] epoch: 6366, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.909273] epoch: 6367, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 8.862015] epoch: 6368, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.027363] epoch: 6369, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.933123] epoch: 6370, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.109413] epoch: 6371, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 8.806719] epoch: 6372, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.932235] epoch: 6373, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.983179] epoch: 6374, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.022011] epoch: 6375, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.989628] epoch: 6376, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.846272] epoch: 6377, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.785533] epoch: 6378, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.836481] epoch: 6379, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.957294] epoch: 6380, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.148987] epoch: 6381, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.083645] epoch: 6382, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.962016] epoch: 6383, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.992315] epoch: 6384, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.925961] epoch: 6385, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 8.844541] epoch: 6386, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.165711] epoch: 6387, [Discriminator :: d_loss: 0.000085], [ 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epoch: 6393, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 8.911491] epoch: 6394, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.079670] epoch: 6395, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.615726] epoch: 6396, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.012074] epoch: 6397, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 8.976714] epoch: 6398, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.035880] epoch: 6399, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.910311] epoch: 6400, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 8.843069] epoch: 6401, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.265804] epoch: 6402, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.944180] epoch: 6403, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.031881] epoch: 6404, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.067295] epoch: 6405, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.927832] epoch: 6406, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.118752] epoch: 6407, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 8.969419] epoch: 6408, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.898258] epoch: 6409, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.044911] epoch: 6410, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 8.936533] epoch: 6411, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.053530] epoch: 6412, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.065300] epoch: 6413, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.052288] epoch: 6414, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.952579] epoch: 6415, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.936498] epoch: 6416, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.006920] epoch: 6417, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 8.894226] epoch: 6418, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.126096] epoch: 6419, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.245136] epoch: 6420, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.954641] epoch: 6421, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 8.919843] epoch: 6422, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.071476] epoch: 6423, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.104162] epoch: 6424, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.226910] epoch: 6425, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.000121] epoch: 6426, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.086993] epoch: 6427, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.009045] epoch: 6428, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 8.935826] epoch: 6429, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 8.952887] epoch: 6430, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.118280] epoch: 6431, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.104226] epoch: 6432, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.279007] epoch: 6433, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.043646] epoch: 6434, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 8.972741] epoch: 6435, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.975493] epoch: 6436, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.067030] epoch: 6437, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.114217] epoch: 6438, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.174649] epoch: 6439, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.068744] epoch: 6440, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.994390] epoch: 6441, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 8.954043] epoch: 6442, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.385857] epoch: 6443, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.992121] epoch: 6444, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.039989] epoch: 6445, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 8.934521] epoch: 6446, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.003614] epoch: 6447, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.072901] epoch: 6448, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.049911] epoch: 6449, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.072121] epoch: 6450, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.339258] epoch: 6451, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 8.985092] epoch: 6452, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.201419] epoch: 6453, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 8.990652] epoch: 6454, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 8.899178] epoch: 6455, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.121945] epoch: 6456, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 8.929096] epoch: 6457, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.901730] epoch: 6458, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.208571] epoch: 6459, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.157367] epoch: 6460, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 8.948042] epoch: 6461, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 8.977493] epoch: 6462, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.024953] epoch: 6463, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 8.845988] epoch: 6464, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.180325] epoch: 6465, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.304634] epoch: 6466, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.362116] epoch: 6467, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.193590] epoch: 6468, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.076674] epoch: 6469, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.968718] epoch: 6470, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.937582] epoch: 6471, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.111423] epoch: 6472, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 8.862896] epoch: 6473, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.929770] epoch: 6474, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.918867] epoch: 6475, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 8.990538] epoch: 6476, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.935621] epoch: 6477, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 8.862128] epoch: 6478, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.104172] epoch: 6479, [Discriminator 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epoch: 6500, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 8.894135] epoch: 6501, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.012646] epoch: 6502, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.086016] epoch: 6503, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 8.916629] epoch: 6504, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 8.952212] epoch: 6505, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 8.912346] epoch: 6506, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.117157] epoch: 6507, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.155046] epoch: 6508, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 8.993143] epoch: 6509, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.002119] epoch: 6510, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.004393] epoch: 6511, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.079094] epoch: 6512, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.368325] epoch: 6513, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.198226] epoch: 6514, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.108980] epoch: 6515, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.023421] epoch: 6516, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.033577] epoch: 6517, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.017684] epoch: 6518, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.002177] epoch: 6519, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.023991] epoch: 6520, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.347013] epoch: 6521, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.022323] epoch: 6522, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.026764] epoch: 6523, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.273642] epoch: 6524, [Discriminator :: d_loss: 0.000065], [ 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epoch: 6537, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.173352] epoch: 6538, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.020572] epoch: 6539, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.178875] epoch: 6540, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.401902] epoch: 6541, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.091633] epoch: 6542, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.243170] epoch: 6543, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.264487] epoch: 6544, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.164569] epoch: 6545, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.054169] epoch: 6546, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.105597] epoch: 6547, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.128234] epoch: 6548, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.039243] epoch: 6549, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.068120] epoch: 6550, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.148330] epoch: 6551, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.162986] epoch: 6552, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.087860] epoch: 6553, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.415622] epoch: 6554, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.286076] epoch: 6555, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.377551] epoch: 6556, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.285280] epoch: 6557, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.294976] epoch: 6558, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.047966] epoch: 6559, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.022542] epoch: 6560, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.029238] epoch: 6561, [Discriminator :: d_loss: 0.000058], [ 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epoch: 6574, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.202578] epoch: 6575, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.173336] epoch: 6576, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.146460] epoch: 6577, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.090790] epoch: 6578, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.367743] epoch: 6579, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.407351] epoch: 6580, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.248783] epoch: 6581, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.267258] epoch: 6582, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.216522] epoch: 6583, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.243448] epoch: 6584, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.231067] epoch: 6585, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.162701] epoch: 6586, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.242537] epoch: 6587, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.156282] epoch: 6588, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.127558] epoch: 6589, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.077268] epoch: 6590, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.113043] epoch: 6591, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.127901] epoch: 6592, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.139717] epoch: 6593, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.273575] epoch: 6594, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.029764] epoch: 6595, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.165488] epoch: 6596, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.256042] epoch: 6597, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.349099] epoch: 6598, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.197976] epoch: 6599, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.312990] epoch: 6600, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.618629] epoch: 6601, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.191600] epoch: 6602, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.457121] epoch: 6603, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.212830] epoch: 6604, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.197792] epoch: 6605, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.284781] epoch: 6606, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.256831] epoch: 6607, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.164685] epoch: 6608, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.300936]
epoch: 6609, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.343153] epoch: 6610, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.227123] epoch: 6611, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.408893] epoch: 6612, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.184729] epoch: 6613, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.195593] epoch: 6614, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.144716] epoch: 6615, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.137909] epoch: 6616, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.365292] epoch: 6617, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.335079] epoch: 6618, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.295448] epoch: 6619, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.179931] epoch: 6620, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.314692] epoch: 6621, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.223856] epoch: 6622, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.211409] epoch: 6623, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.225932] epoch: 6624, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.414835] epoch: 6625, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.332673] epoch: 6626, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.435670] epoch: 6627, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.267340] epoch: 6628, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.158931] epoch: 6629, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.749184] epoch: 6630, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.691006] epoch: 6631, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.214962] epoch: 6632, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.302040] epoch: 6633, [Discriminator :: d_loss: 0.000054], [ 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epoch: 6646, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.190493] epoch: 6647, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.248215] epoch: 6648, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.188200] epoch: 6649, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.182796] epoch: 6650, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.101114] epoch: 6651, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.254412] epoch: 6652, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.215438] epoch: 6653, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.325827] epoch: 6654, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.120962] epoch: 6655, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.109390] epoch: 6656, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.704935] epoch: 6657, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.236849] epoch: 6658, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.160919] epoch: 6659, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.443921] epoch: 6660, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.380398] epoch: 6661, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.492359] epoch: 6662, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.215522] epoch: 6663, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.310715] epoch: 6664, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.391272] epoch: 6665, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.297230] epoch: 6666, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.253294] epoch: 6667, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.195796] epoch: 6668, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.264168] epoch: 6669, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.189657] epoch: 6670, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.230057] epoch: 6671, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.238916] epoch: 6672, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.170177] epoch: 6673, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.380464] epoch: 6674, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.420231] epoch: 6675, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.292787] epoch: 6676, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.346202] epoch: 6677, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.352309] epoch: 6678, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.672700] epoch: 6679, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.376342] epoch: 6680, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.407925] epoch: 6681, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.298976] epoch: 6682, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.413527] epoch: 6683, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.180602] epoch: 6684, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.144291] epoch: 6685, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.191452] epoch: 6686, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.372547] epoch: 6687, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.233038] epoch: 6688, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.395881] epoch: 6689, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.171701] epoch: 6690, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.092596] epoch: 6691, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.295951] epoch: 6692, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.652229] epoch: 6693, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.213601] epoch: 6694, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.679339] epoch: 6695, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.269130] epoch: 6696, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.480127] epoch: 6697, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.184152] epoch: 6698, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.472204] epoch: 6699, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.392926] epoch: 6700, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.381646] epoch: 6701, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.298456] epoch: 6702, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.253729] epoch: 6703, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.242979] epoch: 6704, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.368113] epoch: 6705, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.414742] epoch: 6706, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.343185] epoch: 6707, [Discriminator :: d_loss: 0.000047], [ 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epoch: 6710, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.373287] epoch: 6711, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.425001] epoch: 6712, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.355770] epoch: 6713, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.262148] epoch: 6714, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.887321] epoch: 6715, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.380011] epoch: 6716, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.649079] epoch: 6717, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.436106] epoch: 6718, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.341244] epoch: 6719, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.329021] epoch: 6720, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.415769] epoch: 6721, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.438279] epoch: 6722, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.567091] epoch: 6723, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.482818] epoch: 6724, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.277486] epoch: 6725, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.320501] epoch: 6726, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.316832] epoch: 6727, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.504200] epoch: 6728, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.273805] epoch: 6729, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.294676] epoch: 6730, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.255280] epoch: 6731, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.698683] epoch: 6732, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.380208] epoch: 6733, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.259883] epoch: 6734, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.478696] epoch: 6735, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.337351] epoch: 6736, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.386908] epoch: 6737, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.796724] epoch: 6738, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.351826] epoch: 6739, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.397449] epoch: 6740, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.343098] epoch: 6741, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.546041] epoch: 6742, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.325909] epoch: 6743, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.454599] epoch: 6744, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.426918] epoch: 6745, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.191250] epoch: 6746, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.196482] epoch: 6747, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.361239] epoch: 6748, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.269665] epoch: 6749, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.412628] epoch: 6750, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.334421] epoch: 6751, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.311496] epoch: 6752, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.283314] epoch: 6753, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.682944] epoch: 6754, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.451330] epoch: 6755, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.543001] epoch: 6756, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.335066] epoch: 6757, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.323187] epoch: 6758, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.337330] epoch: 6759, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 10.139580] epoch: 6760, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.512875] epoch: 6761, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.502920] epoch: 6762, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.393797] epoch: 6763, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.355080] epoch: 6764, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.483070] epoch: 6765, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.278521] epoch: 6766, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.404043] epoch: 6767, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.365306] epoch: 6768, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.426360] epoch: 6769, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.304667] epoch: 6770, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.304485] epoch: 6771, [Discriminator :: d_loss: 0.000057], [ 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epoch: 6784, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.452263] epoch: 6785, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.370733] epoch: 6786, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.589474] epoch: 6787, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.348900] epoch: 6788, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.532660] epoch: 6789, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.581702] epoch: 6790, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.541935] epoch: 6791, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.528727] epoch: 6792, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.480516] epoch: 6793, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.715015] epoch: 6794, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.586819] epoch: 6795, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.657433] epoch: 6796, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.473595] epoch: 6797, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.449602] epoch: 6798, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.465212] epoch: 6799, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.426848] epoch: 6800, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.474816] epoch: 6801, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.551623] epoch: 6802, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.492033] epoch: 6803, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.829857] epoch: 6804, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.531492] epoch: 6805, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.571371] epoch: 6806, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.504692] epoch: 6807, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.356676] epoch: 6808, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.512623] epoch: 6809, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.410000] epoch: 6810, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.567255] epoch: 6811, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.467754] epoch: 6812, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.401435] epoch: 6813, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.732610] epoch: 6814, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.688414] epoch: 6815, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.487678] epoch: 6816, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.442787] epoch: 6817, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.678503]
epoch: 6818, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.462856] epoch: 6819, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.393569] epoch: 6820, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.552073] epoch: 6821, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.514867] epoch: 6822, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.583352] epoch: 6823, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.520799] epoch: 6824, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.571882] epoch: 6825, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.481045] epoch: 6826, [Discriminator :: d_loss: 0.000035], [ Generator :: loss: 9.531343] epoch: 6827, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.513285] epoch: 6828, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.504767] epoch: 6829, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.594296] epoch: 6830, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.487246] epoch: 6831, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.491257] epoch: 6832, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.575280] epoch: 6833, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.552904] epoch: 6834, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.481770] epoch: 6835, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.506729] epoch: 6836, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.479717] epoch: 6837, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.651128] epoch: 6838, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.581194] epoch: 6839, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.570658] epoch: 6840, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.678991] epoch: 6841, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.724225] epoch: 6842, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.568715] epoch: 6843, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.601245] epoch: 6844, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.507692] epoch: 6845, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.560659] epoch: 6846, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.448952] epoch: 6847, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.634907] epoch: 6848, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.479923] epoch: 6849, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.563748] epoch: 6850, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.589870] epoch: 6851, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.878635] epoch: 6852, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.786320] epoch: 6853, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.434977] epoch: 6854, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.407919] epoch: 6855, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.637243] epoch: 6856, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.801677] epoch: 6857, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.597857] epoch: 6858, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.541855] epoch: 6859, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.507641] epoch: 6860, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.694924] epoch: 6861, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.525402] epoch: 6862, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.476832] epoch: 6863, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.810598] epoch: 6864, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.670378] epoch: 6865, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.531780] epoch: 6866, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.642132] epoch: 6867, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.583532] epoch: 6868, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.595098] epoch: 6869, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.722745] epoch: 6870, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.535107] epoch: 6871, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.504085] epoch: 6872, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.519855] epoch: 6873, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.621004] epoch: 6874, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.656668] epoch: 6875, [Discriminator :: d_loss: 0.000034], [ Generator :: loss: 9.477295] epoch: 6876, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.512741] epoch: 6877, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.537369] epoch: 6878, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.614736] epoch: 6879, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.480674] epoch: 6880, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.401024] epoch: 6881, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.650893] epoch: 6882, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.516772] epoch: 6883, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.530333] epoch: 6884, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.597868] epoch: 6885, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.474617] epoch: 6886, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.407070] epoch: 6887, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.400007] epoch: 6888, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.618578] epoch: 6889, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.511427] epoch: 6890, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.684387] epoch: 6891, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.407446] epoch: 6892, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.514561] epoch: 6893, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.679920] epoch: 6894, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.463135] epoch: 6895, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.646154] epoch: 6896, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.386105] epoch: 6897, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.612638] epoch: 6898, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.485399] epoch: 6899, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.589603] epoch: 6900, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.471440] epoch: 6901, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.537184] epoch: 6902, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.771721] epoch: 6903, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.430750] epoch: 6904, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.333267] epoch: 6905, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.459512] epoch: 6906, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.477525] epoch: 6907, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.547283] epoch: 6908, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.359538] epoch: 6909, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.298067] epoch: 6910, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.273087] epoch: 6911, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.456909] epoch: 6912, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.475154] epoch: 6913, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.456085] epoch: 6914, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.443613] epoch: 6915, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.329689] epoch: 6916, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.494567] epoch: 6917, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.380988] epoch: 6918, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.456398] epoch: 6919, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.395733] epoch: 6920, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.369246] epoch: 6921, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.362508] epoch: 6922, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.592549] epoch: 6923, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.437110] epoch: 6924, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.251295] epoch: 6925, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.590406] epoch: 6926, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.495253]
epoch: 6927, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.364285] epoch: 6928, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.313298] epoch: 6929, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.312809] epoch: 6930, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.339598] epoch: 6931, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.509868] epoch: 6932, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.506208] epoch: 6933, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.417166] epoch: 6934, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.787896] epoch: 6935, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.771751] epoch: 6936, [Discriminator :: d_loss: 0.000033], [ Generator :: loss: 9.493460] epoch: 6937, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.534824] epoch: 6938, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.504457] epoch: 6939, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.536087] epoch: 6940, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.333961] epoch: 6941, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.372992] epoch: 6942, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.491062] epoch: 6943, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.582472] epoch: 6944, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.557378] epoch: 6945, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.433002] epoch: 6946, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.638948] epoch: 6947, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.948902] epoch: 6948, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.477317] epoch: 6949, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.582458] epoch: 6950, [Discriminator :: d_loss: 0.000057], [ Generator :: loss: 9.440878] epoch: 6951, [Discriminator :: d_loss: 0.000049], [ 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epoch: 6964, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.502775] epoch: 6965, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.457176] epoch: 6966, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.491573] epoch: 6967, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.403217] epoch: 6968, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.413887] epoch: 6969, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.411996] epoch: 6970, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.422121] epoch: 6971, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.377770] epoch: 6972, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.454823] epoch: 6973, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.417409] epoch: 6974, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.437716] epoch: 6975, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.513449] epoch: 6976, [Discriminator 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epoch: 7001, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.419594] epoch: 7002, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.442940] epoch: 7003, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.442779] epoch: 7004, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.449048] epoch: 7005, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.434763] epoch: 7006, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.558861] epoch: 7007, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.479182] epoch: 7008, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.639438] epoch: 7009, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.537052] epoch: 7010, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.475180] epoch: 7011, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.458754] epoch: 7012, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.531859] epoch: 7013, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.587230] epoch: 7014, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.958496] epoch: 7015, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.883291] epoch: 7016, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.639515] epoch: 7017, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.516964] epoch: 7018, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.576651] epoch: 7019, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.719013] epoch: 7020, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.567919] epoch: 7021, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.676514] epoch: 7022, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.719990] epoch: 7023, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.609693] epoch: 7024, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.779750] epoch: 7025, [Discriminator :: d_loss: 0.000034], [ 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epoch: 7029, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.687130] epoch: 7030, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.383045] epoch: 7031, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.446557] epoch: 7032, [Discriminator :: d_loss: 0.000042], [ Generator :: loss: 9.606228] epoch: 7033, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.725022] epoch: 7034, [Discriminator :: d_loss: 0.000035], [ Generator :: loss: 9.865700] epoch: 7035, [Discriminator :: d_loss: 0.000032], [ Generator :: loss: 9.623564] epoch: 7036, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.834896] epoch: 7037, [Discriminator :: d_loss: 0.000035], [ Generator :: loss: 9.589978] epoch: 7038, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.731702] epoch: 7039, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.569168] epoch: 7040, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.694035] epoch: 7041, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.794829] epoch: 7042, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.551146] epoch: 7043, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.541033] epoch: 7044, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.493891] epoch: 7045, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.534903] epoch: 7046, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.582717] epoch: 7047, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.639478] epoch: 7048, [Discriminator :: d_loss: 0.000035], [ Generator :: loss: 10.184689] epoch: 7049, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.506038] epoch: 7050, [Discriminator :: d_loss: 0.000040], [ Generator :: loss: 9.552015] epoch: 7051, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.561695] epoch: 7052, [Discriminator :: d_loss: 0.000036], [ Generator :: loss: 9.580572] epoch: 7053, [Discriminator :: d_loss: 0.000038], [ 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epoch: 7066, [Discriminator :: d_loss: 0.000043], [ Generator :: loss: 9.591355] epoch: 7067, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.587881] epoch: 7068, [Discriminator :: d_loss: 0.000046], [ Generator :: loss: 9.453063] epoch: 7069, [Discriminator :: d_loss: 0.000039], [ Generator :: loss: 9.690475] epoch: 7070, [Discriminator :: d_loss: 0.000050], [ Generator :: loss: 9.966526] epoch: 7071, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.597357] epoch: 7072, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.760209] epoch: 7073, [Discriminator :: d_loss: 0.000038], [ Generator :: loss: 9.706990] epoch: 7074, [Discriminator :: d_loss: 0.000037], [ Generator :: loss: 9.527339] epoch: 7075, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.600780] epoch: 7076, [Discriminator :: d_loss: 0.508014], [ Generator :: loss: 5.623408] epoch: 7077, [Discriminator :: d_loss: 0.008742], [ Generator :: loss: 4.162540] epoch: 7078, [Discriminator :: d_loss: 0.022664], [ Generator :: loss: 3.948376] epoch: 7079, [Discriminator :: d_loss: 0.026604], [ Generator :: loss: 5.492958] epoch: 7080, [Discriminator :: d_loss: 0.045974], [ Generator :: loss: 7.106592] epoch: 7081, [Discriminator :: d_loss: 0.009002], [ Generator :: loss: 7.888853] epoch: 7082, [Discriminator :: d_loss: 0.017264], [ Generator :: loss: 7.985402] epoch: 7083, [Discriminator :: d_loss: 0.016978], [ Generator :: loss: 9.477866] epoch: 7084, [Discriminator :: d_loss: 0.003521], [ Generator :: loss: 8.521605] epoch: 7085, [Discriminator :: d_loss: 0.001054], [ Generator :: loss: 8.339897] epoch: 7086, [Discriminator :: d_loss: 0.002535], [ Generator :: loss: 7.581254] epoch: 7087, [Discriminator :: d_loss: 0.006009], [ Generator :: loss: 7.116723] epoch: 7088, [Discriminator :: d_loss: 0.007697], [ Generator :: loss: 6.068925] epoch: 7089, [Discriminator :: d_loss: 0.010165], [ Generator :: loss: 5.896342] epoch: 7090, [Discriminator :: d_loss: 0.009565], [ Generator :: loss: 5.915684] epoch: 7091, [Discriminator :: d_loss: 0.009974], [ Generator :: loss: 6.147662] epoch: 7092, [Discriminator :: d_loss: 0.009848], [ Generator :: loss: 6.167258] epoch: 7093, [Discriminator :: d_loss: 0.010367], [ Generator :: loss: 4.874070] epoch: 7094, [Discriminator :: d_loss: 0.051878], [ Generator :: loss: 6.894824] epoch: 7095, [Discriminator :: d_loss: 0.010857], [ Generator :: loss: 7.148260] epoch: 7096, [Discriminator :: d_loss: 0.010713], [ Generator :: loss: 6.223243] epoch: 7097, [Discriminator :: d_loss: 0.039357], [ Generator :: loss: 6.404201] epoch: 7098, [Discriminator :: d_loss: 0.037181], [ Generator :: loss: 8.632395] epoch: 7099, [Discriminator :: d_loss: 0.009585], [ Generator :: loss: 9.320385] epoch: 7100, [Discriminator :: d_loss: 0.033842], [ Generator :: loss: 8.376209] epoch: 7101, [Discriminator :: d_loss: 0.006997], [ Generator :: loss: 7.398030] epoch: 7102, [Discriminator :: d_loss: 0.035956], [ Generator :: loss: 8.457710] epoch: 7103, [Discriminator :: d_loss: 0.014337], [ Generator :: loss: 8.057213] epoch: 7104, [Discriminator :: d_loss: 0.012609], [ Generator :: loss: 6.718775] epoch: 7105, [Discriminator :: d_loss: 0.037208], [ Generator :: loss: 8.386454] epoch: 7106, [Discriminator :: d_loss: 0.044787], [ Generator :: loss: 9.715162] epoch: 7107, [Discriminator :: d_loss: 0.003025], [ Generator :: loss: 9.469488] epoch: 7108, [Discriminator :: d_loss: 0.056523], [ Generator :: loss: 10.480318] epoch: 7109, [Discriminator :: d_loss: 0.033075], [ Generator :: loss: 12.469110] epoch: 7110, [Discriminator :: d_loss: 0.000905], [ Generator :: loss: 11.901607] epoch: 7111, [Discriminator :: d_loss: 0.007954], [ Generator :: loss: 10.930061] epoch: 7112, [Discriminator :: d_loss: 0.005148], [ Generator :: loss: 9.549276] epoch: 7113, [Discriminator :: d_loss: 0.100799], [ Generator :: loss: 15.747654] epoch: 7114, [Discriminator :: d_loss: 0.003119], [ Generator :: loss: 17.800980] epoch: 7115, [Discriminator :: d_loss: 0.000156], [ Generator :: loss: 17.035845] epoch: 7116, [Discriminator :: d_loss: 0.007512], [ Generator :: loss: 15.148098] epoch: 7117, [Discriminator :: d_loss: 0.002928], [ Generator :: loss: 12.435361] epoch: 7118, [Discriminator :: d_loss: 0.000164], [ Generator :: loss: 9.825686] epoch: 7119, [Discriminator :: d_loss: 0.001387], [ Generator :: loss: 7.284859] epoch: 7120, [Discriminator :: d_loss: 0.065394], [ Generator :: loss: 10.390341] epoch: 7121, [Discriminator :: d_loss: 0.012142], [ Generator :: loss: 12.338330] epoch: 7122, [Discriminator :: d_loss: 0.001350], [ Generator :: loss: 11.165091] epoch: 7123, [Discriminator :: d_loss: 0.000875], [ Generator :: loss: 9.782499] epoch: 7124, [Discriminator :: d_loss: 0.000307], [ Generator :: loss: 8.163013] epoch: 7125, [Discriminator :: d_loss: 0.008498], [ Generator :: loss: 6.326545] epoch: 7126, [Discriminator :: d_loss: 0.021821], [ Generator :: loss: 7.491921] epoch: 7127, [Discriminator :: d_loss: 0.003985], [ Generator :: loss: 6.872497] epoch: 7128, [Discriminator :: d_loss: 0.003125], [ Generator :: loss: 6.603456] epoch: 7129, [Discriminator :: d_loss: 0.009154], [ Generator :: loss: 6.255638] epoch: 7130, [Discriminator :: d_loss: 0.011765], [ Generator :: loss: 6.453913] epoch: 7131, [Discriminator :: d_loss: 0.006343], [ Generator :: loss: 6.559296] epoch: 7132, [Discriminator :: d_loss: 0.006538], [ Generator :: loss: 6.653830] epoch: 7133, [Discriminator :: d_loss: 0.009261], [ Generator :: loss: 6.580464] epoch: 7134, [Discriminator :: d_loss: 0.009189], [ Generator :: loss: 7.548518] epoch: 7135, [Discriminator :: d_loss: 0.004221], [ Generator :: loss: 7.218200]
epoch: 7136, [Discriminator :: d_loss: 0.007181], [ Generator :: loss: 7.193507] epoch: 7137, [Discriminator :: d_loss: 0.004685], [ Generator :: loss: 6.498477] epoch: 7138, [Discriminator :: d_loss: 0.007698], [ Generator :: loss: 6.672172] epoch: 7139, [Discriminator :: d_loss: 0.010723], [ Generator :: loss: 7.192680] epoch: 7140, [Discriminator :: d_loss: 0.004538], [ Generator :: loss: 7.053810] epoch: 7141, [Discriminator :: d_loss: 0.009225], [ Generator :: loss: 7.487239] epoch: 7142, [Discriminator :: d_loss: 0.001944], [ Generator :: loss: 7.165528] epoch: 7143, [Discriminator :: d_loss: 0.008394], [ Generator :: loss: 7.203162] epoch: 7144, [Discriminator :: d_loss: 0.005255], [ Generator :: loss: 7.150508] epoch: 7145, [Discriminator :: d_loss: 0.009210], [ Generator :: loss: 7.508852] epoch: 7146, [Discriminator :: d_loss: 0.006322], [ Generator :: loss: 7.586711] epoch: 7147, [Discriminator :: d_loss: 0.005597], [ Generator :: loss: 6.946487] epoch: 7148, [Discriminator :: d_loss: 0.022307], [ Generator :: loss: 8.716227] epoch: 7149, [Discriminator :: d_loss: 0.002317], [ Generator :: loss: 8.364037] epoch: 7150, [Discriminator :: d_loss: 0.001373], [ Generator :: loss: 8.008369] epoch: 7151, [Discriminator :: d_loss: 0.006306], [ Generator :: loss: 6.685945] epoch: 7152, [Discriminator :: d_loss: 0.020131], [ Generator :: loss: 7.888264] epoch: 7153, [Discriminator :: d_loss: 0.003077], [ Generator :: loss: 6.882410] epoch: 7154, [Discriminator :: d_loss: 0.005449], [ Generator :: loss: 6.413182] epoch: 7155, [Discriminator :: d_loss: 0.021754], [ Generator :: loss: 8.231246] epoch: 7156, [Discriminator :: d_loss: 0.002448], [ Generator :: loss: 8.407958] epoch: 7157, [Discriminator :: d_loss: 0.001452], [ Generator :: loss: 7.269717] epoch: 7158, [Discriminator :: d_loss: 0.003482], [ Generator :: loss: 6.585610] epoch: 7159, [Discriminator :: d_loss: 0.016682], [ Generator :: loss: 7.641119] epoch: 7160, [Discriminator :: d_loss: 0.002270], [ Generator :: loss: 7.231396] epoch: 7161, [Discriminator :: d_loss: 0.002656], [ Generator :: loss: 6.868140] epoch: 7162, [Discriminator :: d_loss: 0.009900], [ Generator :: loss: 6.638268] epoch: 7163, [Discriminator :: d_loss: 0.009816], [ Generator :: loss: 7.527571] epoch: 7164, [Discriminator :: d_loss: 0.003407], [ Generator :: loss: 7.445993] epoch: 7165, [Discriminator :: d_loss: 0.003265], [ Generator :: loss: 7.149945] epoch: 7166, [Discriminator :: d_loss: 0.004077], [ Generator :: loss: 7.911239] epoch: 7167, [Discriminator :: d_loss: 0.003980], [ Generator :: loss: 6.548285] epoch: 7168, [Discriminator :: d_loss: 0.015984], [ Generator :: loss: 7.598055] epoch: 7169, [Discriminator :: d_loss: 0.000930], [ Generator :: loss: 7.811862] epoch: 7170, [Discriminator :: d_loss: 0.003764], [ Generator :: loss: 7.254971] epoch: 7171, [Discriminator :: d_loss: 0.005431], [ Generator :: loss: 6.839945] epoch: 7172, [Discriminator :: d_loss: 0.011411], [ Generator :: loss: 7.801184] epoch: 7173, [Discriminator :: d_loss: 0.002991], [ Generator :: loss: 7.886809] epoch: 7174, [Discriminator :: d_loss: 0.001402], [ Generator :: loss: 8.017015] epoch: 7175, [Discriminator :: d_loss: 0.001686], [ Generator :: loss: 7.003566] epoch: 7176, [Discriminator :: d_loss: 0.004903], [ Generator :: loss: 6.544998] epoch: 7177, [Discriminator :: d_loss: 0.004503], [ Generator :: loss: 7.073313] epoch: 7178, [Discriminator :: d_loss: 0.003309], [ Generator :: loss: 6.921821] epoch: 7179, [Discriminator :: d_loss: 0.004522], [ Generator :: loss: 7.040604] epoch: 7180, [Discriminator :: d_loss: 0.004737], [ Generator :: loss: 7.317964] epoch: 7181, [Discriminator :: d_loss: 0.002596], [ Generator :: loss: 7.730399] epoch: 7182, [Discriminator :: d_loss: 0.002462], [ Generator :: loss: 6.950500] epoch: 7183, [Discriminator :: d_loss: 0.003147], [ Generator :: loss: 6.285684] epoch: 7184, [Discriminator :: d_loss: 0.010945], [ Generator :: loss: 7.385293] epoch: 7185, [Discriminator :: d_loss: 0.001891], [ Generator :: loss: 7.717555] epoch: 7186, [Discriminator :: d_loss: 0.001321], [ Generator :: loss: 7.538773] epoch: 7187, [Discriminator :: d_loss: 0.002296], [ Generator :: loss: 6.876710] epoch: 7188, [Discriminator :: d_loss: 0.005433], [ Generator :: loss: 6.939450] epoch: 7189, [Discriminator :: d_loss: 0.005977], [ Generator :: loss: 7.297069] epoch: 7190, [Discriminator :: d_loss: 0.002404], [ Generator :: loss: 7.331366] epoch: 7191, [Discriminator :: d_loss: 0.002058], [ Generator :: loss: 7.773143] epoch: 7192, [Discriminator :: d_loss: 0.003637], [ Generator :: loss: 7.381063] epoch: 7193, [Discriminator :: d_loss: 0.003066], [ Generator :: loss: 7.157517] epoch: 7194, [Discriminator :: d_loss: 0.003114], [ Generator :: loss: 7.424146] epoch: 7195, [Discriminator :: d_loss: 0.002814], [ Generator :: loss: 7.813321] epoch: 7196, [Discriminator :: d_loss: 0.001906], [ Generator :: loss: 7.890454] epoch: 7197, [Discriminator :: d_loss: 0.001046], [ 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epoch: 7210, [Discriminator :: d_loss: 0.001479], [ Generator :: loss: 7.471671] epoch: 7211, [Discriminator :: d_loss: 0.002328], [ Generator :: loss: 7.753395] epoch: 7212, [Discriminator :: d_loss: 0.001139], [ Generator :: loss: 7.812857] epoch: 7213, [Discriminator :: d_loss: 0.001019], [ Generator :: loss: 8.003788] epoch: 7214, [Discriminator :: d_loss: 0.000863], [ Generator :: loss: 8.501181] epoch: 7215, [Discriminator :: d_loss: 0.001565], [ Generator :: loss: 7.634841] epoch: 7216, [Discriminator :: d_loss: 0.000650], [ Generator :: loss: 7.589499] epoch: 7217, [Discriminator :: d_loss: 0.001681], [ Generator :: loss: 7.897607] epoch: 7218, [Discriminator :: d_loss: 0.000912], [ Generator :: loss: 8.162910] epoch: 7219, [Discriminator :: d_loss: 0.001579], [ Generator :: loss: 7.643023] epoch: 7220, [Discriminator :: d_loss: 0.001227], [ Generator :: loss: 7.558192] epoch: 7221, [Discriminator :: d_loss: 0.000737], [ Generator :: loss: 7.401690] epoch: 7222, [Discriminator :: d_loss: 0.001083], [ Generator :: loss: 7.330564] epoch: 7223, [Discriminator :: d_loss: 0.000883], [ Generator :: loss: 7.551653] epoch: 7224, [Discriminator :: d_loss: 0.001520], [ Generator :: loss: 7.923677] epoch: 7225, [Discriminator :: d_loss: 0.001267], [ Generator :: loss: 7.637340] epoch: 7226, [Discriminator :: d_loss: 0.000967], [ Generator :: loss: 7.715419] epoch: 7227, [Discriminator :: d_loss: 0.001234], [ Generator :: loss: 7.911276] epoch: 7228, [Discriminator :: d_loss: 0.000938], [ Generator :: loss: 7.891395] epoch: 7229, [Discriminator :: d_loss: 0.001144], [ Generator :: loss: 8.049931] epoch: 7230, [Discriminator :: d_loss: 0.000873], [ Generator :: loss: 8.587408] epoch: 7231, [Discriminator :: d_loss: 0.000419], [ Generator :: loss: 7.644959] epoch: 7232, [Discriminator :: d_loss: 0.000547], [ Generator :: loss: 7.649233] epoch: 7233, [Discriminator :: d_loss: 1.503689], [ Generator :: loss: 5.953637] epoch: 7234, [Discriminator :: d_loss: 0.639131], [ 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epoch: 7238, [Discriminator :: d_loss: 0.012849], [ Generator :: loss: 16.932924] epoch: 7239, [Discriminator :: d_loss: 0.173026], [ Generator :: loss: 19.400179] epoch: 7240, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 18.126408] epoch: 7241, [Discriminator :: d_loss: 0.000023], [ Generator :: loss: 15.744143] epoch: 7242, [Discriminator :: d_loss: 0.000565], [ Generator :: loss: 13.158598] epoch: 7243, [Discriminator :: d_loss: 0.029982], [ Generator :: loss: 10.326473] epoch: 7244, [Discriminator :: d_loss: 0.165740], [ Generator :: loss: 15.175179] epoch: 7245, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 15.517476] epoch: 7246, [Discriminator :: d_loss: 0.098487], [ Generator :: loss: 13.963013] epoch: 7247, [Discriminator :: d_loss: 0.000468], [ Generator :: loss: 11.322925] epoch: 7248, [Discriminator :: d_loss: 0.105730], [ Generator :: loss: 12.311923] epoch: 7249, [Discriminator :: d_loss: 0.027756], [ Generator :: loss: 12.505445] epoch: 7250, [Discriminator :: d_loss: 0.050588], [ Generator :: loss: 12.633503] epoch: 7251, [Discriminator :: d_loss: 0.005083], [ Generator :: loss: 11.126726] epoch: 7252, [Discriminator :: d_loss: 0.017644], [ Generator :: loss: 9.798744] epoch: 7253, [Discriminator :: d_loss: 0.132276], [ Generator :: loss: 13.748947] epoch: 7254, [Discriminator :: d_loss: 0.002915], [ Generator :: loss: 13.215523] epoch: 7255, [Discriminator :: d_loss: 0.005086], [ Generator :: loss: 11.679401] epoch: 7256, [Discriminator :: d_loss: 0.002483], [ Generator :: loss: 8.807970] epoch: 7257, [Discriminator :: d_loss: 0.160997], [ Generator :: loss: 13.831635] epoch: 7258, [Discriminator :: d_loss: 0.001237], [ Generator :: loss: 14.645379] epoch: 7259, [Discriminator :: d_loss: 0.003951], [ Generator :: loss: 13.207533] epoch: 7260, [Discriminator :: d_loss: 0.001458], [ Generator :: loss: 9.482834] epoch: 7261, [Discriminator :: d_loss: 0.006516], [ Generator :: loss: 7.455777] epoch: 7262, [Discriminator :: d_loss: 0.074338], [ Generator :: loss: 8.977640] epoch: 7263, [Discriminator :: d_loss: 0.004594], [ Generator :: loss: 9.298087] epoch: 7264, [Discriminator :: d_loss: 0.004906], [ Generator :: loss: 7.644735] epoch: 7265, [Discriminator :: d_loss: 0.034404], [ Generator :: loss: 8.217974] epoch: 7266, [Discriminator :: d_loss: 0.027451], [ Generator :: loss: 8.090246] epoch: 7267, [Discriminator :: d_loss: 0.017224], [ Generator :: loss: 8.295679] epoch: 7268, [Discriminator :: d_loss: 0.028234], [ Generator :: loss: 10.072562] epoch: 7269, [Discriminator :: d_loss: 0.004117], [ Generator :: loss: 9.746333] epoch: 7270, [Discriminator :: d_loss: 0.004995], [ Generator :: loss: 8.493372] epoch: 7271, [Discriminator :: d_loss: 0.015456], [ Generator :: loss: 8.727713] epoch: 7272, [Discriminator :: d_loss: 0.006894], [ Generator :: loss: 8.310014] epoch: 7273, [Discriminator :: d_loss: 0.004588], [ Generator :: loss: 7.701130] epoch: 7274, [Discriminator :: d_loss: 0.010091], [ 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9.508073] epoch: 7287, [Discriminator :: d_loss: 0.004378], [ Generator :: loss: 7.376051] epoch: 7288, [Discriminator :: d_loss: 0.072598], [ Generator :: loss: 6.137252] epoch: 7289, [Discriminator :: d_loss: 0.672234], [ Generator :: loss: 14.660276] epoch: 7290, [Discriminator :: d_loss: 0.047833], [ Generator :: loss: 17.007938] epoch: 7291, [Discriminator :: d_loss: 0.139597], [ Generator :: loss: 17.148514] epoch: 7292, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 14.622569] epoch: 7293, [Discriminator :: d_loss: 0.075395], [ Generator :: loss: 12.381527] epoch: 7294, [Discriminator :: d_loss: 0.441192], [ Generator :: loss: 17.355919] epoch: 7295, [Discriminator :: d_loss: 0.002661], [ Generator :: loss: 17.881645] epoch: 7296, [Discriminator :: d_loss: 0.003827], [ Generator :: loss: 15.321945] epoch: 7297, [Discriminator :: d_loss: 0.000505], [ Generator :: loss: 10.239703] epoch: 7298, [Discriminator :: d_loss: 0.226988], [ Generator :: loss: 12.341177] epoch: 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[Discriminator :: d_loss: 0.001852], [ Generator :: loss: 11.243643] epoch: 7312, [Discriminator :: d_loss: 0.009078], [ Generator :: loss: 7.512256] epoch: 7313, [Discriminator :: d_loss: 0.996088], [ Generator :: loss: 13.329910] epoch: 7314, [Discriminator :: d_loss: 0.073799], [ Generator :: loss: 14.151119] epoch: 7315, [Discriminator :: d_loss: 0.132329], [ Generator :: loss: 12.252546] epoch: 7316, [Discriminator :: d_loss: 0.088453], [ Generator :: loss: 9.660599] epoch: 7317, [Discriminator :: d_loss: 0.662151], [ Generator :: loss: 13.280766] epoch: 7318, [Discriminator :: d_loss: 0.216866], [ Generator :: loss: 17.420218] epoch: 7319, [Discriminator :: d_loss: 0.000636], [ Generator :: loss: 16.485456] epoch: 7320, [Discriminator :: d_loss: 0.001172], [ Generator :: loss: 13.587204] epoch: 7321, [Discriminator :: d_loss: 0.170472], [ Generator :: loss: 13.163545] epoch: 7322, [Discriminator :: d_loss: 0.072799], [ Generator :: loss: 12.078886] epoch: 7323, [Discriminator :: d_loss: 0.034896], [ Generator :: loss: 11.885271] epoch: 7324, [Discriminator :: d_loss: 21.197298], [ Generator :: loss: 0.001752] epoch: 7325, [Discriminator :: d_loss: 5.851347], [ Generator :: loss: 2.818715] epoch: 7326, [Discriminator :: d_loss: 2.444964], [ Generator :: loss: 10.322859] epoch: 7327, [Discriminator :: d_loss: 0.253145], [ Generator :: loss: 15.005268] epoch: 7328, [Discriminator :: d_loss: 0.001419], [ Generator :: loss: 12.284325] epoch: 7329, [Discriminator :: d_loss: 0.008669], [ Generator :: loss: 7.931105] epoch: 7330, [Discriminator :: d_loss: 0.598129], [ Generator :: loss: 9.088345] epoch: 7331, [Discriminator :: d_loss: 0.204404], [ Generator :: loss: 10.416292] epoch: 7332, [Discriminator :: d_loss: 0.058608], [ Generator :: loss: 9.915764] epoch: 7333, [Discriminator :: d_loss: 0.392921], [ Generator :: loss: 11.090422] epoch: 7334, [Discriminator :: d_loss: 0.076924], [ Generator :: loss: 10.257090] epoch: 7335, [Discriminator :: d_loss: 0.268767], [ 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epoch: 7345, [Discriminator :: d_loss: 3.162171], [ Generator :: loss: 2.866330] epoch: 7346, [Discriminator :: d_loss: 2.088484], [ Generator :: loss: 8.347718] epoch: 7347, [Discriminator :: d_loss: 0.238878], [ Generator :: loss: 11.564720] epoch: 7348, [Discriminator :: d_loss: 0.036893], [ Generator :: loss: 10.706902] epoch: 7349, [Discriminator :: d_loss: 0.427117], [ Generator :: loss: 9.843721] epoch: 7350, [Discriminator :: d_loss: 0.165175], [ Generator :: loss: 10.243626] epoch: 7351, [Discriminator :: d_loss: 0.120189], [ Generator :: loss: 7.975218] epoch: 7352, [Discriminator :: d_loss: 0.720434], [ Generator :: loss: 10.042625] epoch: 7353, [Discriminator :: d_loss: 0.016220], [ Generator :: loss: 11.044098] epoch: 7354, [Discriminator :: d_loss: 0.005416], [ Generator :: loss: 7.127903] epoch: 7355, [Discriminator :: d_loss: 0.213491], [ Generator :: loss: 8.704916] epoch: 7356, [Discriminator :: d_loss: 0.106524], [ Generator :: loss: 9.350488] epoch: 7357, [Discriminator :: d_loss: 0.085751], [ Generator :: loss: 8.423075] epoch: 7358, [Discriminator :: d_loss: 0.668483], [ Generator :: loss: 15.305716] epoch: 7359, [Discriminator :: d_loss: 0.003004], [ Generator :: loss: 16.769581] epoch: 7360, [Discriminator :: d_loss: 0.000015], [ Generator :: loss: 13.575225] epoch: 7361, [Discriminator :: d_loss: 0.027524], [ Generator :: loss: 11.021083] epoch: 7362, [Discriminator :: d_loss: 0.117706], [ Generator :: loss: 8.624420] epoch: 7363, [Discriminator :: d_loss: 0.815071], [ Generator :: loss: 12.934912] epoch: 7364, [Discriminator :: d_loss: 0.006302], [ Generator :: loss: 13.161016] epoch: 7365, [Discriminator :: d_loss: 0.006742], [ Generator :: loss: 11.926174] epoch: 7366, [Discriminator :: d_loss: 0.031509], [ Generator :: loss: 11.024105] epoch: 7367, [Discriminator :: d_loss: 0.453233], [ Generator :: loss: 1.758123] epoch: 7368, [Discriminator :: d_loss: 1.420785], [ Generator :: loss: 3.538427] epoch: 7369, [Discriminator :: d_loss: 0.235213], [ Generator :: loss: 7.656879] epoch: 7370, [Discriminator :: d_loss: 0.034635], [ Generator :: loss: 7.969090] epoch: 7371, [Discriminator :: d_loss: 0.035007], [ Generator :: loss: 7.008815] epoch: 7372, [Discriminator :: d_loss: 0.210570], [ Generator :: loss: 8.714675] epoch: 7373, [Discriminator :: d_loss: 0.014409], [ Generator :: loss: 7.689235] epoch: 7374, [Discriminator :: d_loss: 0.376835], [ Generator :: loss: 8.445764] epoch: 7375, [Discriminator :: d_loss: 0.148021], [ Generator :: loss: 8.601488] epoch: 7376, [Discriminator :: d_loss: 0.108709], [ Generator :: loss: 9.420578] epoch: 7377, [Discriminator :: d_loss: 0.066112], [ Generator :: loss: 8.645023] epoch: 7378, [Discriminator :: d_loss: 0.241536], [ Generator :: loss: 10.461603] epoch: 7379, [Discriminator :: d_loss: 0.022389], [ Generator :: loss: 9.496032] epoch: 7380, [Discriminator :: d_loss: 0.028318], [ Generator :: loss: 7.698959] epoch: 7381, [Discriminator :: d_loss: 0.923357], [ 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10.901639] epoch: 7394, [Discriminator :: d_loss: 0.018292], [ Generator :: loss: 9.743275] epoch: 7395, [Discriminator :: d_loss: 0.253812], [ Generator :: loss: 10.874554] epoch: 7396, [Discriminator :: d_loss: 0.029550], [ Generator :: loss: 10.885027] epoch: 7397, [Discriminator :: d_loss: 0.097000], [ Generator :: loss: 10.958284] epoch: 7398, [Discriminator :: d_loss: 0.150459], [ Generator :: loss: 13.462496] epoch: 7399, [Discriminator :: d_loss: 0.005251], [ Generator :: loss: 12.933642] epoch: 7400, [Discriminator :: d_loss: 0.012760], [ Generator :: loss: 11.547323] epoch: 7401, [Discriminator :: d_loss: 0.290554], [ Generator :: loss: 14.183811] epoch: 7402, [Discriminator :: d_loss: 0.006188], [ Generator :: loss: 13.927664] epoch: 7403, [Discriminator :: d_loss: 6.248432], [ Generator :: loss: 0.213589] epoch: 7404, [Discriminator :: d_loss: 2.497929], [ Generator :: loss: 0.336622] epoch: 7405, [Discriminator :: d_loss: 2.306195], [ Generator :: loss: 7.534727] epoch: 7406, [Discriminator :: d_loss: 0.075651], [ Generator :: loss: 9.353436] epoch: 7407, [Discriminator :: d_loss: 0.045363], [ Generator :: loss: 10.236708] epoch: 7408, [Discriminator :: d_loss: 0.277782], [ Generator :: loss: 9.711987] epoch: 7409, [Discriminator :: d_loss: 0.093739], [ Generator :: loss: 9.278265] epoch: 7410, [Discriminator :: d_loss: 0.119774], [ Generator :: loss: 7.298431] epoch: 7411, [Discriminator :: d_loss: 0.816306], [ Generator :: loss: 10.059010] epoch: 7412, [Discriminator :: d_loss: 0.141898], [ Generator :: loss: 10.232129] epoch: 7413, [Discriminator :: d_loss: 0.302677], [ Generator :: loss: 11.412103] epoch: 7414, [Discriminator :: d_loss: 0.217037], [ Generator :: loss: 11.239964] epoch: 7415, [Discriminator :: d_loss: 0.066425], [ Generator :: loss: 9.072832] epoch: 7416, [Discriminator :: d_loss: 0.231371], [ Generator :: loss: 9.039024] epoch: 7417, [Discriminator :: d_loss: 0.250513], [ Generator :: loss: 7.929681] epoch: 7418, [Discriminator :: d_loss: 0.486317], [ Generator :: loss: 9.087458] epoch: 7419, [Discriminator :: d_loss: 0.146769], [ Generator :: loss: 9.241825] epoch: 7420, [Discriminator :: d_loss: 0.218451], [ Generator :: loss: 7.827872] epoch: 7421, [Discriminator :: d_loss: 0.507871], [ Generator :: loss: 9.809437] epoch: 7422, [Discriminator :: d_loss: 0.066635], [ Generator :: loss: 9.184877] epoch: 7423, [Discriminator :: d_loss: 0.072781], [ Generator :: loss: 9.121274] epoch: 7424, [Discriminator :: d_loss: 0.154815], [ Generator :: loss: 7.825953] epoch: 7425, [Discriminator :: d_loss: 0.435547], [ Generator :: loss: 9.452286] epoch: 7426, [Discriminator :: d_loss: 0.099946], [ Generator :: loss: 10.647738] epoch: 7427, [Discriminator :: d_loss: 0.073570], [ Generator :: loss: 11.191469] epoch: 7428, [Discriminator :: d_loss: 0.047643], [ Generator :: loss: 10.428684] epoch: 7429, [Discriminator :: d_loss: 0.129320], [ Generator :: loss: 11.493251] epoch: 7430, [Discriminator :: d_loss: 0.037397], [ 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loss: 12.524840] epoch: 7443, [Discriminator :: d_loss: 0.058554], [ Generator :: loss: 12.379590] epoch: 7444, [Discriminator :: d_loss: 0.021509], [ Generator :: loss: 12.109544] epoch: 7445, [Discriminator :: d_loss: 0.009283], [ Generator :: loss: 11.185027] epoch: 7446, [Discriminator :: d_loss: 0.020601], [ Generator :: loss: 12.073988] epoch: 7447, [Discriminator :: d_loss: 0.046217], [ Generator :: loss: 12.777166] epoch: 7448, [Discriminator :: d_loss: 0.028604], [ Generator :: loss: 13.821292]
epoch: 7449, [Discriminator :: d_loss: 0.015649], [ Generator :: loss: 12.274401] epoch: 7450, [Discriminator :: d_loss: 0.012095], [ Generator :: loss: 13.279996] epoch: 7451, [Discriminator :: d_loss: 0.014124], [ Generator :: loss: 13.767231] epoch: 7452, [Discriminator :: d_loss: 0.012361], [ Generator :: loss: 13.181638] epoch: 7453, [Discriminator :: d_loss: 0.012551], [ Generator :: loss: 11.625093] epoch: 7454, [Discriminator :: d_loss: 0.020081], [ Generator :: loss: 11.515248] epoch: 7455, [Discriminator :: d_loss: 0.012544], [ Generator :: loss: 11.352886] epoch: 7456, [Discriminator :: d_loss: 0.986870], [ Generator :: loss: 4.440282] epoch: 7457, [Discriminator :: d_loss: 1.104929], [ Generator :: loss: 6.648972] epoch: 7458, [Discriminator :: d_loss: 0.002306], [ Generator :: loss: 8.490277] epoch: 7459, [Discriminator :: d_loss: 0.000695], [ Generator :: loss: 7.944822] epoch: 7460, [Discriminator :: d_loss: 0.003554], [ Generator :: loss: 6.908528] epoch: 7461, [Discriminator :: d_loss: 0.007906], [ Generator :: loss: 6.555249] epoch: 7462, [Discriminator :: d_loss: 0.008466], [ Generator :: loss: 4.372599] epoch: 7463, [Discriminator :: d_loss: 0.031731], [ Generator :: loss: 3.835005] epoch: 7464, [Discriminator :: d_loss: 0.093119], [ Generator :: loss: 4.689988] epoch: 7465, [Discriminator :: d_loss: 0.045053], [ Generator :: loss: 5.514274] epoch: 7466, [Discriminator :: d_loss: 0.017118], [ Generator :: loss: 5.436894] epoch: 7467, [Discriminator :: d_loss: 0.014349], [ Generator :: loss: 5.115504] epoch: 7468, [Discriminator :: d_loss: 0.031114], [ Generator :: loss: 5.279883] epoch: 7469, [Discriminator :: d_loss: 0.037591], [ Generator :: loss: 5.471190] epoch: 7470, [Discriminator :: d_loss: 0.023910], [ Generator :: loss: 5.409836] epoch: 7471, [Discriminator :: d_loss: 0.025829], [ Generator :: loss: 5.887096] epoch: 7472, [Discriminator :: d_loss: 0.026711], [ Generator :: loss: 5.390771] epoch: 7473, [Discriminator :: d_loss: 0.020757], [ Generator :: loss: 5.264432] epoch: 7474, [Discriminator :: d_loss: 0.018707], [ Generator :: loss: 6.068578] epoch: 7475, [Discriminator :: d_loss: 0.043001], [ Generator :: loss: 5.430202] epoch: 7476, [Discriminator :: d_loss: 0.018758], [ Generator :: loss: 5.621882] epoch: 7477, [Discriminator :: d_loss: 0.021568], [ Generator :: loss: 5.757321] epoch: 7478, [Discriminator :: d_loss: 0.023185], [ Generator :: loss: 5.480461] epoch: 7479, [Discriminator :: d_loss: 0.055081], [ Generator :: loss: 5.782254] epoch: 7480, [Discriminator :: d_loss: 0.036706], [ Generator :: loss: 6.080620] epoch: 7481, [Discriminator :: d_loss: 0.017498], [ Generator :: loss: 7.727085] epoch: 7482, [Discriminator :: d_loss: 0.013148], [ Generator :: loss: 5.928861] epoch: 7483, [Discriminator :: d_loss: 0.043071], [ Generator :: loss: 6.495972] epoch: 7484, [Discriminator :: d_loss: 0.023371], [ Generator :: loss: 6.415074] epoch: 7485, [Discriminator :: d_loss: 0.022697], [ Generator :: loss: 5.958554] epoch: 7486, [Discriminator :: d_loss: 0.064153], [ Generator :: loss: 8.068806] epoch: 7487, [Discriminator :: d_loss: 0.009222], [ Generator :: loss: 7.035398] epoch: 7488, [Discriminator :: d_loss: 0.007351], [ Generator :: loss: 6.357430] epoch: 7489, [Discriminator :: d_loss: 0.042310], [ Generator :: loss: 6.656831] epoch: 7490, [Discriminator :: d_loss: 0.024609], [ Generator :: loss: 6.661251] epoch: 7491, [Discriminator :: d_loss: 0.035375], [ Generator :: loss: 6.874705] epoch: 7492, [Discriminator :: d_loss: 0.022999], [ Generator :: loss: 6.662288] epoch: 7493, [Discriminator :: d_loss: 0.044823], [ Generator :: loss: 7.186422] epoch: 7494, [Discriminator :: d_loss: 0.019524], [ Generator :: loss: 6.976601] epoch: 7495, [Discriminator :: d_loss: 0.029773], [ Generator :: loss: 7.682116] epoch: 7496, [Discriminator :: d_loss: 0.013194], [ Generator :: loss: 7.680615] epoch: 7497, [Discriminator :: d_loss: 0.026113], [ Generator :: loss: 6.907782] epoch: 7498, [Discriminator :: d_loss: 0.040657], [ Generator :: loss: 7.227277] epoch: 7499, [Discriminator :: d_loss: 0.027445], [ Generator :: loss: 8.258654] epoch: 7500, [Discriminator :: d_loss: 0.008745], [ Generator :: loss: 7.718484] epoch: 7501, [Discriminator :: d_loss: 0.033977], [ Generator :: loss: 8.404858] epoch: 7502, [Discriminator :: d_loss: 0.029223], [ Generator :: loss: 8.517694] epoch: 7503, [Discriminator :: d_loss: 0.009744], [ Generator :: loss: 7.910149] epoch: 7504, [Discriminator :: d_loss: 0.019464], [ Generator :: loss: 8.035017] epoch: 7505, [Discriminator :: d_loss: 0.015012], [ Generator :: loss: 8.842567] epoch: 7506, [Discriminator :: d_loss: 0.041880], [ Generator :: loss: 8.293367] epoch: 7507, [Discriminator :: d_loss: 0.022520], [ Generator :: loss: 7.901678] epoch: 7508, [Discriminator :: d_loss: 0.012937], [ Generator :: loss: 8.261582] epoch: 7509, [Discriminator :: d_loss: 0.020329], [ Generator :: loss: 8.304560] epoch: 7510, [Discriminator :: d_loss: 0.015271], [ Generator :: loss: 8.627384] epoch: 7511, [Discriminator :: d_loss: 0.014875], [ Generator :: loss: 8.540902] epoch: 7512, [Discriminator :: d_loss: 0.012565], [ Generator :: loss: 8.271315] epoch: 7513, [Discriminator :: d_loss: 0.021271], [ Generator :: loss: 8.974735] epoch: 7514, [Discriminator :: d_loss: 0.011111], [ Generator :: loss: 8.324711] epoch: 7515, [Discriminator :: d_loss: 0.027154], [ Generator :: loss: 8.792520] epoch: 7516, [Discriminator :: d_loss: 0.016728], [ Generator :: loss: 8.105075] epoch: 7517, [Discriminator :: d_loss: 0.006953], [ Generator :: loss: 8.369653] epoch: 7518, [Discriminator :: d_loss: 0.013519], [ Generator :: loss: 8.554998] epoch: 7519, [Discriminator :: d_loss: 0.019013], [ Generator :: loss: 8.081757] epoch: 7520, [Discriminator :: d_loss: 0.028018], [ Generator :: loss: 9.244093] epoch: 7521, [Discriminator :: d_loss: 0.012669], [ Generator :: loss: 9.188507] epoch: 7522, [Discriminator :: d_loss: 0.010463], [ Generator :: loss: 10.171551] epoch: 7523, [Discriminator :: d_loss: 0.006853], [ Generator :: loss: 9.272714] epoch: 7524, [Discriminator :: d_loss: 0.016880], [ Generator :: loss: 9.816925] epoch: 7525, [Discriminator :: d_loss: 0.017348], [ Generator :: loss: 9.136273] epoch: 7526, [Discriminator :: d_loss: 0.016915], [ Generator :: loss: 9.823537] epoch: 7527, [Discriminator :: d_loss: 0.013081], [ Generator :: loss: 9.442027] epoch: 7528, [Discriminator :: d_loss: 0.010395], [ Generator :: loss: 11.219093] epoch: 7529, [Discriminator :: d_loss: 0.007498], [ Generator :: loss: 9.388573] epoch: 7530, [Discriminator :: d_loss: 0.006979], [ Generator :: loss: 9.659324] epoch: 7531, [Discriminator :: d_loss: 0.006282], [ Generator :: loss: 8.815044] epoch: 7532, [Discriminator :: d_loss: 0.015854], [ Generator :: loss: 9.357695] epoch: 7533, [Discriminator :: d_loss: 0.011419], [ Generator :: loss: 10.102657] epoch: 7534, [Discriminator :: d_loss: 0.006543], [ Generator :: loss: 9.554142] epoch: 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d_loss: 0.010641], [ Generator :: loss: 9.269008] epoch: 7548, [Discriminator :: d_loss: 0.012149], [ Generator :: loss: 10.030064] epoch: 7549, [Discriminator :: d_loss: 0.006034], [ Generator :: loss: 8.872287] epoch: 7550, [Discriminator :: d_loss: 0.003608], [ Generator :: loss: 9.310421] epoch: 7551, [Discriminator :: d_loss: 0.003301], [ Generator :: loss: 9.798676] epoch: 7552, [Discriminator :: d_loss: 0.004673], [ Generator :: loss: 8.217013] epoch: 7553, [Discriminator :: d_loss: 0.006189], [ Generator :: loss: 8.844462]
epoch: 7554, [Discriminator :: d_loss: 0.005267], [ Generator :: loss: 9.602881] epoch: 7555, [Discriminator :: d_loss: 0.005704], [ Generator :: loss: 9.823725] epoch: 7556, [Discriminator :: d_loss: 0.006128], [ Generator :: loss: 9.605708] epoch: 7557, [Discriminator :: d_loss: 0.003653], [ Generator :: loss: 9.110344] epoch: 7558, [Discriminator :: d_loss: 0.004934], [ Generator :: loss: 9.120785] epoch: 7559, [Discriminator :: d_loss: 0.002762], [ Generator :: loss: 9.150562] epoch: 7560, [Discriminator :: d_loss: 0.004116], [ Generator :: loss: 9.102432] epoch: 7561, [Discriminator :: d_loss: 0.003911], [ Generator :: loss: 9.436929] epoch: 7562, [Discriminator :: d_loss: 0.004689], [ Generator :: loss: 8.359722] epoch: 7563, [Discriminator :: d_loss: 0.007227], [ Generator :: loss: 8.737825] epoch: 7564, [Discriminator :: d_loss: 0.004261], [ Generator :: loss: 9.260453] epoch: 7565, [Discriminator :: d_loss: 0.003573], [ Generator :: loss: 8.837259] epoch: 7566, [Discriminator :: d_loss: 0.002316], [ Generator :: loss: 9.061909] epoch: 7567, [Discriminator :: d_loss: 0.005046], [ Generator :: loss: 9.357456] epoch: 7568, [Discriminator :: d_loss: 0.002064], [ Generator :: loss: 9.367001] epoch: 7569, [Discriminator :: d_loss: 0.004584], [ Generator :: loss: 8.631825] epoch: 7570, [Discriminator :: d_loss: 0.002475], [ Generator :: loss: 11.151784] epoch: 7571, [Discriminator :: d_loss: 0.003231], [ Generator :: loss: 9.324881] epoch: 7572, [Discriminator :: d_loss: 0.003588], [ Generator :: loss: 9.332861] epoch: 7573, [Discriminator :: d_loss: 0.003339], [ Generator :: loss: 8.392776] epoch: 7574, [Discriminator :: d_loss: 0.003772], [ Generator :: loss: 8.644184] epoch: 7575, [Discriminator :: d_loss: 0.002428], [ Generator :: loss: 9.778563] epoch: 7576, [Discriminator :: d_loss: 0.002177], [ Generator :: loss: 9.066109] epoch: 7577, [Discriminator :: d_loss: 0.006838], [ Generator :: loss: 10.565933] epoch: 7578, [Discriminator :: d_loss: 0.003139], [ Generator :: loss: 9.259246] epoch: 7579, [Discriminator :: d_loss: 0.004472], [ Generator :: loss: 10.265347] epoch: 7580, [Discriminator :: d_loss: 0.003064], [ Generator :: loss: 9.333218] epoch: 7581, [Discriminator :: d_loss: 0.002665], [ Generator :: loss: 9.071684] epoch: 7582, [Discriminator :: d_loss: 0.002002], [ Generator :: loss: 9.105793] epoch: 7583, [Discriminator :: d_loss: 0.003241], [ Generator :: loss: 9.732340] epoch: 7584, [Discriminator :: d_loss: 0.001929], [ Generator :: loss: 8.266348] epoch: 7585, [Discriminator :: d_loss: 0.003513], [ Generator :: loss: 8.484845] epoch: 7586, [Discriminator :: d_loss: 0.002940], [ Generator :: loss: 9.087332] epoch: 7587, [Discriminator :: d_loss: 0.002480], [ Generator :: loss: 8.844475] epoch: 7588, [Discriminator :: d_loss: 0.002410], [ Generator :: loss: 8.588207] epoch: 7589, [Discriminator :: d_loss: 0.003967], [ Generator :: loss: 8.373819] epoch: 7590, [Discriminator :: d_loss: 0.001924], [ Generator :: loss: 8.577006] epoch: 7591, [Discriminator :: d_loss: 0.005538], [ Generator :: loss: 8.278696] epoch: 7592, [Discriminator :: d_loss: 0.004916], [ Generator :: loss: 8.977654] epoch: 7593, [Discriminator :: d_loss: 0.003726], [ Generator :: loss: 8.611629] epoch: 7594, [Discriminator :: d_loss: 0.004218], [ Generator :: loss: 8.667406] epoch: 7595, [Discriminator :: d_loss: 0.003298], [ Generator :: loss: 9.630009] epoch: 7596, [Discriminator :: d_loss: 0.002963], [ Generator :: loss: 9.675314] epoch: 7597, [Discriminator :: d_loss: 0.001755], [ Generator :: loss: 9.966990] epoch: 7598, [Discriminator :: d_loss: 0.001973], [ Generator :: loss: 9.262687] epoch: 7599, [Discriminator :: d_loss: 0.002454], [ Generator :: loss: 9.251542] epoch: 7600, [Discriminator :: d_loss: 0.002358], [ Generator :: loss: 9.071985] epoch: 7601, [Discriminator :: d_loss: 0.002204], [ Generator :: loss: 9.278388] epoch: 7602, [Discriminator :: d_loss: 0.002500], [ Generator :: loss: 8.736582] epoch: 7603, [Discriminator :: d_loss: 0.003034], [ Generator :: loss: 8.949240] epoch: 7604, [Discriminator :: d_loss: 0.001819], [ Generator :: loss: 10.197089] epoch: 7605, [Discriminator :: d_loss: 0.001110], [ Generator :: loss: 9.419027] epoch: 7606, [Discriminator :: d_loss: 0.001920], [ Generator :: loss: 8.857035] epoch: 7607, [Discriminator :: d_loss: 0.001861], [ Generator :: loss: 8.642422] epoch: 7608, [Discriminator :: d_loss: 0.002727], [ Generator :: loss: 8.177313] epoch: 7609, [Discriminator :: d_loss: 0.001898], [ Generator :: loss: 8.702850] epoch: 7610, [Discriminator :: d_loss: 0.003241], [ Generator :: loss: 8.622068] epoch: 7611, [Discriminator :: d_loss: 0.001886], [ Generator :: loss: 8.157067] epoch: 7612, [Discriminator :: d_loss: 0.002917], [ Generator :: loss: 9.196684] epoch: 7613, [Discriminator :: d_loss: 0.002306], [ Generator :: loss: 8.003138] epoch: 7614, [Discriminator :: d_loss: 0.003440], [ Generator :: loss: 9.586595] epoch: 7615, [Discriminator :: d_loss: 0.002236], [ Generator :: loss: 9.508837] epoch: 7616, [Discriminator :: d_loss: 0.002163], [ Generator :: loss: 10.247498] epoch: 7617, [Discriminator :: d_loss: 0.001504], [ Generator :: loss: 9.220974] epoch: 7618, [Discriminator :: d_loss: 0.001698], [ Generator :: loss: 9.257629] epoch: 7619, [Discriminator :: d_loss: 0.001439], [ Generator :: loss: 8.576365] epoch: 7620, [Discriminator :: d_loss: 0.001998], [ Generator :: loss: 8.331729] epoch: 7621, [Discriminator :: d_loss: 0.002572], [ Generator :: loss: 9.087667] epoch: 7622, [Discriminator :: d_loss: 0.001827], [ Generator :: loss: 8.697827] epoch: 7623, [Discriminator :: d_loss: 0.001598], [ Generator :: loss: 8.849382] epoch: 7624, [Discriminator :: d_loss: 0.001531], [ Generator :: loss: 9.194786] epoch: 7625, [Discriminator :: d_loss: 0.001259], [ Generator :: loss: 9.488391] epoch: 7626, [Discriminator :: d_loss: 0.001067], [ Generator :: loss: 8.280303] epoch: 7627, [Discriminator :: d_loss: 0.002412], [ Generator :: loss: 9.093313] epoch: 7628, [Discriminator :: d_loss: 0.001925], [ Generator :: loss: 8.514893] epoch: 7629, [Discriminator :: d_loss: 0.001451], [ Generator :: loss: 9.046537] epoch: 7630, [Discriminator :: d_loss: 0.002165], [ Generator :: loss: 8.394868] epoch: 7631, [Discriminator :: d_loss: 0.001434], [ Generator :: loss: 8.568278] epoch: 7632, [Discriminator :: d_loss: 0.001691], [ Generator :: loss: 8.846402] epoch: 7633, [Discriminator :: d_loss: 0.001701], [ Generator :: loss: 8.402584] epoch: 7634, [Discriminator :: d_loss: 0.002010], [ Generator :: loss: 9.174515] epoch: 7635, [Discriminator :: d_loss: 0.001197], [ Generator :: loss: 8.442078] epoch: 7636, [Discriminator :: d_loss: 0.001894], [ Generator :: loss: 8.939972] epoch: 7637, [Discriminator :: d_loss: 0.001949], [ Generator :: loss: 7.948123] epoch: 7638, [Discriminator :: d_loss: 0.001623], [ Generator :: loss: 9.344258] epoch: 7639, [Discriminator :: d_loss: 0.001716], [ Generator :: loss: 8.977252] epoch: 7640, [Discriminator :: d_loss: 0.001373], [ Generator :: loss: 8.376068] epoch: 7641, [Discriminator :: d_loss: 0.001346], [ Generator :: loss: 9.147272] epoch: 7642, [Discriminator :: d_loss: 0.001368], [ Generator :: loss: 8.366129] epoch: 7643, [Discriminator :: d_loss: 0.001307], [ Generator :: loss: 8.529921] epoch: 7644, [Discriminator :: d_loss: 0.001347], [ Generator :: loss: 9.284302] epoch: 7645, [Discriminator :: d_loss: 0.001303], [ Generator :: loss: 7.992685] epoch: 7646, [Discriminator :: d_loss: 0.001144], [ Generator :: loss: 8.765411] epoch: 7647, [Discriminator :: d_loss: 0.001583], [ Generator :: loss: 8.176292] epoch: 7648, [Discriminator :: d_loss: 0.001570], [ Generator :: loss: 8.569291] epoch: 7649, [Discriminator :: d_loss: 0.001410], [ Generator :: loss: 9.619308] epoch: 7650, [Discriminator :: d_loss: 0.001798], [ Generator :: loss: 9.595165] epoch: 7651, [Discriminator :: d_loss: 0.000991], [ Generator :: loss: 9.271984] epoch: 7652, [Discriminator :: d_loss: 0.000626], [ Generator :: loss: 8.628332] epoch: 7653, [Discriminator :: d_loss: 0.001207], [ Generator :: loss: 8.681155] epoch: 7654, [Discriminator :: d_loss: 0.000971], [ Generator :: loss: 8.982321]
epoch: 7655, [Discriminator :: d_loss: 0.001215], [ Generator :: loss: 8.722005] epoch: 7656, [Discriminator :: d_loss: 0.001439], [ Generator :: loss: 8.588943] epoch: 7657, [Discriminator :: d_loss: 0.001119], [ Generator :: loss: 8.541172] epoch: 7658, [Discriminator :: d_loss: 0.001633], [ Generator :: loss: 9.396955] epoch: 7659, [Discriminator :: d_loss: 0.001539], [ Generator :: loss: 8.999153] epoch: 7660, [Discriminator :: d_loss: 0.001455], [ Generator :: loss: 8.598205] epoch: 7661, [Discriminator :: d_loss: 0.001381], [ Generator :: loss: 9.009004] epoch: 7662, [Discriminator :: d_loss: 0.000696], [ Generator :: loss: 9.323452] epoch: 7663, [Discriminator :: d_loss: 0.001046], [ Generator :: loss: 8.313589] epoch: 7664, [Discriminator :: d_loss: 0.001664], [ Generator :: loss: 8.053129] epoch: 7665, [Discriminator :: d_loss: 0.001167], [ Generator :: loss: 8.735330] epoch: 7666, [Discriminator :: d_loss: 0.000881], [ Generator :: loss: 8.581432] epoch: 7667, [Discriminator :: d_loss: 0.001332], [ Generator :: loss: 8.128941] epoch: 7668, [Discriminator :: d_loss: 0.001127], [ Generator :: loss: 8.393688] epoch: 7669, [Discriminator :: d_loss: 0.001117], [ Generator :: loss: 8.256210] epoch: 7670, [Discriminator :: d_loss: 0.001614], [ Generator :: loss: 7.802284] epoch: 7671, [Discriminator :: d_loss: 0.001370], [ Generator :: loss: 8.407206] epoch: 7672, [Discriminator :: d_loss: 0.001430], [ Generator :: loss: 9.289938] epoch: 7673, [Discriminator :: d_loss: 0.001560], [ Generator :: loss: 8.984166] epoch: 7674, [Discriminator :: d_loss: 0.001059], [ Generator :: loss: 8.247495] epoch: 7675, [Discriminator :: d_loss: 0.001151], [ Generator :: loss: 8.886487] epoch: 7676, [Discriminator :: d_loss: 0.001735], [ Generator :: loss: 8.344332] epoch: 7677, [Discriminator :: d_loss: 0.001523], [ Generator :: loss: 8.092705] epoch: 7678, [Discriminator :: d_loss: 0.001579], [ Generator :: loss: 8.353716] epoch: 7679, [Discriminator :: d_loss: 0.001379], [ 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epoch: 7692, [Discriminator :: d_loss: 0.010841], [ Generator :: loss: 5.885692] epoch: 7693, [Discriminator :: d_loss: 0.004727], [ Generator :: loss: 5.413084] epoch: 7694, [Discriminator :: d_loss: 0.003250], [ Generator :: loss: 6.039503] epoch: 7695, [Discriminator :: d_loss: 0.002841], [ Generator :: loss: 5.631437] epoch: 7696, [Discriminator :: d_loss: 0.002266], [ Generator :: loss: 6.288307] epoch: 7697, [Discriminator :: d_loss: 0.004727], [ Generator :: loss: 5.402287] epoch: 7698, [Discriminator :: d_loss: 0.004815], [ Generator :: loss: 5.669666] epoch: 7699, [Discriminator :: d_loss: 0.006107], [ Generator :: loss: 6.067735] epoch: 7700, [Discriminator :: d_loss: 0.004376], [ Generator :: loss: 6.025240] epoch: 7701, [Discriminator :: d_loss: 0.004600], [ Generator :: loss: 5.840806] epoch: 7702, [Discriminator :: d_loss: 0.003619], [ Generator :: loss: 5.633787] epoch: 7703, [Discriminator :: d_loss: 0.002845], [ Generator :: loss: 5.614704] epoch: 7704, [Discriminator :: d_loss: 0.003200], [ Generator :: loss: 5.415235] epoch: 7705, [Discriminator :: d_loss: 0.004753], [ Generator :: loss: 5.309572] epoch: 7706, [Discriminator :: d_loss: 0.004418], [ Generator :: loss: 5.350611] epoch: 7707, [Discriminator :: d_loss: 0.002745], [ Generator :: loss: 5.160995] epoch: 7708, [Discriminator :: d_loss: 0.003313], [ Generator :: loss: 5.311455] epoch: 7709, [Discriminator :: d_loss: 0.004079], [ Generator :: loss: 6.005478] epoch: 7710, [Discriminator :: d_loss: 0.008329], [ Generator :: loss: 6.102880] epoch: 7711, [Discriminator :: d_loss: 0.003199], [ Generator :: loss: 6.818663] epoch: 7712, [Discriminator :: d_loss: 0.004009], [ Generator :: loss: 6.364492] epoch: 7713, [Discriminator :: d_loss: 0.003298], [ Generator :: loss: 5.670677] epoch: 7714, [Discriminator :: d_loss: 0.003456], [ Generator :: loss: 6.017989] epoch: 7715, [Discriminator :: d_loss: 0.003455], [ Generator :: loss: 5.410370] epoch: 7716, [Discriminator :: d_loss: 0.002610], [ 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epoch: 7729, [Discriminator :: d_loss: 0.003933], [ Generator :: loss: 6.145184] epoch: 7730, [Discriminator :: d_loss: 0.001539], [ Generator :: loss: 6.080393] epoch: 7731, [Discriminator :: d_loss: 0.005057], [ Generator :: loss: 6.626703] epoch: 7732, [Discriminator :: d_loss: 0.003309], [ Generator :: loss: 6.193335] epoch: 7733, [Discriminator :: d_loss: 0.003246], [ Generator :: loss: 6.706388] epoch: 7734, [Discriminator :: d_loss: 0.002977], [ Generator :: loss: 6.530019] epoch: 7735, [Discriminator :: d_loss: 0.002067], [ Generator :: loss: 6.158483] epoch: 7736, [Discriminator :: d_loss: 0.002194], [ Generator :: loss: 6.481503] epoch: 7737, [Discriminator :: d_loss: 0.003438], [ Generator :: loss: 6.263477] epoch: 7738, [Discriminator :: d_loss: 0.002767], [ Generator :: loss: 6.042439] epoch: 7739, [Discriminator :: d_loss: 0.002606], [ Generator :: loss: 5.917830] epoch: 7740, [Discriminator :: d_loss: 0.004129], [ Generator :: loss: 5.999819] epoch: 7741, [Discriminator :: d_loss: 0.002139], [ Generator :: loss: 5.924477] epoch: 7742, [Discriminator :: d_loss: 0.005597], [ Generator :: loss: 5.862363] epoch: 7743, [Discriminator :: d_loss: 0.002506], [ Generator :: loss: 5.901390] epoch: 7744, [Discriminator :: d_loss: 0.002883], [ Generator :: loss: 6.505258] epoch: 7745, [Discriminator :: d_loss: 0.004791], [ Generator :: loss: 6.409719] epoch: 7746, [Discriminator :: d_loss: 0.003422], [ Generator :: loss: 5.950140] epoch: 7747, [Discriminator :: d_loss: 0.002604], [ Generator :: loss: 5.710623] epoch: 7748, [Discriminator :: d_loss: 0.004045], [ Generator :: loss: 6.050588] epoch: 7749, [Discriminator :: d_loss: 0.002880], [ Generator :: loss: 6.056506] epoch: 7750, [Discriminator :: d_loss: 0.002787], [ Generator :: loss: 6.087916] epoch: 7751, [Discriminator :: d_loss: 0.003083], [ Generator :: loss: 5.717211] epoch: 7752, [Discriminator :: d_loss: 0.003700], [ Generator :: loss: 5.629393] epoch: 7753, [Discriminator :: d_loss: 0.004411], [ Generator :: loss: 5.857573] epoch: 7754, [Discriminator :: d_loss: 0.003762], [ Generator :: loss: 5.840500] epoch: 7755, [Discriminator :: d_loss: 0.003095], [ Generator :: loss: 5.811455] epoch: 7756, [Discriminator :: d_loss: 0.003370], [ Generator :: loss: 5.923942] epoch: 7757, [Discriminator :: d_loss: 0.002752], [ Generator :: loss: 5.647599] epoch: 7758, [Discriminator :: d_loss: 0.002480], [ Generator :: loss: 5.934179] epoch: 7759, [Discriminator :: d_loss: 0.002740], [ Generator :: loss: 5.448144] epoch: 7760, [Discriminator :: d_loss: 0.003711], [ Generator :: loss: 5.916953] epoch: 7761, [Discriminator :: d_loss: 0.003540], [ Generator :: loss: 5.956287] epoch: 7762, [Discriminator :: d_loss: 0.004413], [ Generator :: loss: 5.941743] epoch: 7763, [Discriminator :: d_loss: 0.003027], [ Generator :: loss: 5.942047]
epoch: 7764, [Discriminator :: d_loss: 0.003875], [ Generator :: loss: 5.915815] epoch: 7765, [Discriminator :: d_loss: 0.004713], [ Generator :: loss: 5.828816] epoch: 7766, [Discriminator :: d_loss: 0.003437], [ Generator :: loss: 5.843330] epoch: 7767, [Discriminator :: d_loss: 0.003908], [ Generator :: loss: 6.247038] epoch: 7768, [Discriminator :: d_loss: 0.003351], [ Generator :: loss: 5.851976] epoch: 7769, [Discriminator :: d_loss: 0.002762], [ Generator :: loss: 5.796332] epoch: 7770, [Discriminator :: d_loss: 0.002424], [ Generator :: loss: 5.826376] epoch: 7771, [Discriminator :: d_loss: 0.002881], [ Generator :: loss: 5.933741] epoch: 7772, [Discriminator :: d_loss: 0.002447], [ Generator :: loss: 5.612293] epoch: 7773, [Discriminator :: d_loss: 0.003420], [ Generator :: loss: 6.167082] epoch: 7774, [Discriminator :: d_loss: 0.002972], [ Generator :: loss: 5.819212] epoch: 7775, [Discriminator :: d_loss: 0.004067], [ Generator :: loss: 6.420979] epoch: 7776, [Discriminator :: d_loss: 0.002702], [ Generator :: loss: 6.105769] epoch: 7777, [Discriminator :: d_loss: 0.002896], [ Generator :: loss: 6.230149] epoch: 7778, [Discriminator :: d_loss: 0.002727], [ Generator :: loss: 6.043543] epoch: 7779, [Discriminator :: d_loss: 0.002395], [ Generator :: loss: 5.772875] epoch: 7780, [Discriminator :: d_loss: 0.003664], [ Generator :: loss: 5.758354] epoch: 7781, [Discriminator :: d_loss: 0.005119], [ Generator :: loss: 5.689585] epoch: 7782, [Discriminator :: d_loss: 0.004044], [ Generator :: loss: 6.408375] epoch: 7783, [Discriminator :: d_loss: 0.002670], [ Generator :: loss: 6.505597] epoch: 7784, [Discriminator :: d_loss: 0.002483], [ Generator :: loss: 6.231131] epoch: 7785, [Discriminator :: d_loss: 0.002438], [ Generator :: loss: 5.917078] epoch: 7786, [Discriminator :: d_loss: 0.003829], [ Generator :: loss: 6.375624] epoch: 7787, [Discriminator :: d_loss: 0.002881], [ Generator :: loss: 6.383244] epoch: 7788, [Discriminator :: d_loss: 0.002793], [ Generator :: loss: 5.826171] epoch: 7789, [Discriminator :: d_loss: 0.002914], [ Generator :: loss: 5.937489] epoch: 7790, [Discriminator :: d_loss: 0.002987], [ Generator :: loss: 5.659031] epoch: 7791, [Discriminator :: d_loss: 0.002905], [ Generator :: loss: 5.852467] epoch: 7792, [Discriminator :: d_loss: 0.003255], [ Generator :: loss: 5.798924] epoch: 7793, [Discriminator :: d_loss: 0.002618], [ Generator :: loss: 5.644738] epoch: 7794, [Discriminator :: d_loss: 0.002912], [ Generator :: loss: 5.928549] epoch: 7795, [Discriminator :: d_loss: 0.003886], [ Generator :: loss: 5.605647] epoch: 7796, [Discriminator :: d_loss: 0.003404], [ Generator :: loss: 5.751688] epoch: 7797, [Discriminator :: d_loss: 0.002619], [ Generator :: loss: 5.548659] epoch: 7798, [Discriminator :: d_loss: 0.003339], [ Generator :: loss: 5.656634] epoch: 7799, [Discriminator :: d_loss: 0.003377], [ Generator :: loss: 6.267522] epoch: 7800, [Discriminator :: d_loss: 0.003988], [ Generator :: loss: 5.882310] epoch: 7801, [Discriminator :: d_loss: 0.002808], [ Generator :: loss: 5.604321] epoch: 7802, [Discriminator :: d_loss: 0.002811], [ Generator :: loss: 5.718217] epoch: 7803, [Discriminator :: d_loss: 0.003081], [ Generator :: loss: 6.324461] epoch: 7804, [Discriminator :: d_loss: 0.003445], [ Generator :: loss: 5.890877] epoch: 7805, [Discriminator :: d_loss: 0.002654], [ Generator :: loss: 5.917172] epoch: 7806, [Discriminator :: d_loss: 0.002615], [ Generator :: loss: 5.823145] epoch: 7807, [Discriminator :: d_loss: 0.003492], [ Generator :: loss: 6.318345] epoch: 7808, [Discriminator :: d_loss: 0.002973], [ Generator :: loss: 5.675914] epoch: 7809, [Discriminator :: d_loss: 0.003233], [ Generator :: loss: 6.051189] epoch: 7810, [Discriminator :: d_loss: 0.002888], [ Generator :: loss: 5.922143] epoch: 7811, [Discriminator :: d_loss: 0.003601], [ Generator :: loss: 6.242170] epoch: 7812, [Discriminator :: d_loss: 0.002794], [ Generator :: loss: 6.293899] epoch: 7813, [Discriminator :: d_loss: 0.002785], [ Generator :: loss: 5.926969] epoch: 7814, [Discriminator :: d_loss: 0.003151], [ Generator :: loss: 5.819382] epoch: 7815, [Discriminator :: d_loss: 0.003276], [ Generator :: loss: 5.939698] epoch: 7816, [Discriminator :: d_loss: 0.002172], [ Generator :: loss: 5.767112] epoch: 7817, [Discriminator :: d_loss: 0.002826], [ Generator :: loss: 5.890394] epoch: 7818, [Discriminator :: d_loss: 0.003423], [ Generator :: loss: 6.131357] epoch: 7819, [Discriminator :: d_loss: 0.002175], [ Generator :: loss: 5.574060] epoch: 7820, [Discriminator :: d_loss: 0.003370], [ Generator :: loss: 5.876152] epoch: 7821, [Discriminator :: d_loss: 0.003457], [ Generator :: loss: 5.811044] epoch: 7822, [Discriminator :: d_loss: 0.002605], [ Generator :: loss: 6.232306] epoch: 7823, [Discriminator :: d_loss: 0.002700], [ Generator :: loss: 5.964992] epoch: 7824, [Discriminator :: d_loss: 0.001828], [ Generator :: loss: 5.858663] epoch: 7825, [Discriminator :: d_loss: 0.002750], [ Generator :: loss: 5.974133] epoch: 7826, [Discriminator :: d_loss: 0.003038], [ Generator :: loss: 6.344205] epoch: 7827, [Discriminator :: d_loss: 0.003273], [ Generator :: loss: 5.688690] epoch: 7828, [Discriminator :: d_loss: 0.002619], [ Generator :: loss: 5.758239] epoch: 7829, [Discriminator :: d_loss: 0.002758], [ Generator :: loss: 6.169303] epoch: 7830, [Discriminator :: d_loss: 0.003479], [ Generator :: loss: 5.802656] epoch: 7831, [Discriminator :: d_loss: 0.002589], [ Generator :: loss: 6.146245] epoch: 7832, [Discriminator :: d_loss: 0.002652], [ Generator :: loss: 6.187774] epoch: 7833, [Discriminator :: d_loss: 0.002098], [ Generator :: loss: 5.839809] epoch: 7834, [Discriminator :: d_loss: 0.002464], [ Generator :: loss: 5.841254] epoch: 7835, [Discriminator :: d_loss: 0.003985], [ Generator :: loss: 6.888713] epoch: 7836, [Discriminator :: d_loss: 0.002699], [ Generator :: loss: 6.165759] epoch: 7837, [Discriminator :: d_loss: 0.003172], [ Generator :: loss: 6.288621] epoch: 7838, [Discriminator :: d_loss: 0.002154], [ Generator :: loss: 6.574519] epoch: 7839, [Discriminator :: d_loss: 0.001517], [ Generator :: loss: 6.548170] epoch: 7840, [Discriminator :: d_loss: 0.001812], [ Generator :: loss: 6.308641] epoch: 7841, [Discriminator :: d_loss: 0.002123], [ Generator :: loss: 6.117789] epoch: 7842, [Discriminator :: d_loss: 0.002562], [ Generator :: loss: 6.659616] epoch: 7843, [Discriminator :: d_loss: 0.001449], [ Generator :: loss: 6.006437] epoch: 7844, [Discriminator :: d_loss: 0.002818], [ Generator :: loss: 6.393466] epoch: 7845, [Discriminator :: d_loss: 0.002713], [ Generator :: loss: 6.109035] epoch: 7846, [Discriminator :: d_loss: 0.002177], [ Generator :: loss: 6.619602] epoch: 7847, [Discriminator :: d_loss: 0.002485], [ Generator :: loss: 6.378489] epoch: 7848, [Discriminator :: d_loss: 0.002844], [ Generator :: loss: 7.330914] epoch: 7849, [Discriminator :: d_loss: 0.003162], [ Generator :: loss: 6.529392] epoch: 7850, [Discriminator :: d_loss: 0.001894], [ Generator :: loss: 6.625866] epoch: 7851, [Discriminator :: d_loss: 0.001985], [ Generator :: loss: 6.483542] epoch: 7852, [Discriminator :: d_loss: 0.002445], [ Generator :: loss: 6.894725] epoch: 7853, [Discriminator :: d_loss: 0.001916], [ Generator :: loss: 6.292754] epoch: 7854, [Discriminator :: d_loss: 0.001924], [ Generator :: loss: 6.279964] epoch: 7855, [Discriminator :: d_loss: 0.002018], [ Generator :: loss: 6.172957] epoch: 7856, [Discriminator :: d_loss: 0.002813], [ Generator :: loss: 6.539230] epoch: 7857, [Discriminator :: d_loss: 0.002904], [ Generator :: loss: 7.176772] epoch: 7858, [Discriminator :: d_loss: 0.001714], [ Generator :: loss: 6.730746] epoch: 7859, [Discriminator :: d_loss: 0.002340], [ Generator :: loss: 6.518764] epoch: 7860, [Discriminator :: d_loss: 0.002160], [ Generator :: loss: 6.403372] epoch: 7861, [Discriminator :: d_loss: 0.002329], [ Generator :: loss: 7.230855] epoch: 7862, [Discriminator :: d_loss: 0.001722], [ Generator :: loss: 6.991590] epoch: 7863, [Discriminator :: d_loss: 0.002338], [ Generator :: loss: 6.535609] epoch: 7864, [Discriminator :: d_loss: 0.001740], [ Generator :: loss: 6.543083]
epoch: 7865, [Discriminator :: d_loss: 0.001746], [ Generator :: loss: 6.441438] epoch: 7866, [Discriminator :: d_loss: 0.001906], [ Generator :: loss: 6.365809] epoch: 7867, [Discriminator :: d_loss: 0.002051], [ Generator :: loss: 6.643124] epoch: 7868, [Discriminator :: d_loss: 0.002816], [ Generator :: loss: 6.956735] epoch: 7869, [Discriminator :: d_loss: 0.001303], [ Generator :: loss: 6.781706] epoch: 7870, [Discriminator :: d_loss: 0.001891], [ Generator :: loss: 6.745519] epoch: 7871, [Discriminator :: d_loss: 0.001792], [ Generator :: loss: 6.836458] epoch: 7872, [Discriminator :: d_loss: 0.002326], [ Generator :: loss: 6.786366] epoch: 7873, [Discriminator :: d_loss: 0.001979], [ Generator :: loss: 6.665216] epoch: 7874, [Discriminator :: d_loss: 0.002085], [ Generator :: loss: 6.696939] epoch: 7875, [Discriminator :: d_loss: 0.001386], [ Generator :: loss: 6.672021] epoch: 7876, [Discriminator :: d_loss: 0.001133], [ Generator :: loss: 6.375856] epoch: 7877, [Discriminator :: d_loss: 0.001873], [ Generator :: loss: 7.511232] epoch: 7878, [Discriminator :: d_loss: 0.001451], [ Generator :: loss: 6.514892] epoch: 7879, [Discriminator :: d_loss: 0.002410], [ Generator :: loss: 6.599922] epoch: 7880, [Discriminator :: d_loss: 0.001819], [ Generator :: loss: 7.240248] epoch: 7881, [Discriminator :: d_loss: 0.001637], [ Generator :: loss: 7.252993] epoch: 7882, [Discriminator :: d_loss: 0.001692], [ Generator :: loss: 6.684898] epoch: 7883, [Discriminator :: d_loss: 0.001370], [ Generator :: loss: 6.754004] epoch: 7884, [Discriminator :: d_loss: 0.001274], [ Generator :: loss: 6.741627] epoch: 7885, [Discriminator :: d_loss: 0.001812], [ Generator :: loss: 6.778983] epoch: 7886, [Discriminator :: d_loss: 0.001588], [ Generator :: loss: 6.954757] epoch: 7887, [Discriminator :: d_loss: 0.001467], [ Generator :: loss: 6.620949] epoch: 7888, [Discriminator :: d_loss: 0.001556], [ Generator :: loss: 6.951401] epoch: 7889, [Discriminator :: d_loss: 0.001183], [ Generator :: loss: 6.976421] epoch: 7890, [Discriminator :: d_loss: 0.001423], [ Generator :: loss: 7.048794] epoch: 7891, [Discriminator :: d_loss: 0.001766], [ Generator :: loss: 6.879710] epoch: 7892, [Discriminator :: d_loss: 0.001205], [ Generator :: loss: 7.021499] epoch: 7893, [Discriminator :: d_loss: 0.001127], [ Generator :: loss: 7.709186] epoch: 7894, [Discriminator :: d_loss: 0.001745], [ Generator :: loss: 7.493096] epoch: 7895, [Discriminator :: d_loss: 0.001652], [ Generator :: loss: 7.337381] epoch: 7896, [Discriminator :: d_loss: 0.000946], [ Generator :: loss: 6.928368] epoch: 7897, [Discriminator :: d_loss: 0.001391], [ Generator :: loss: 6.789933] epoch: 7898, [Discriminator :: d_loss: 0.001511], [ Generator :: loss: 6.820935] epoch: 7899, [Discriminator :: d_loss: 0.001203], [ Generator :: loss: 6.719970] epoch: 7900, [Discriminator :: d_loss: 0.002272], [ Generator :: loss: 6.776940] epoch: 7901, [Discriminator :: d_loss: 0.001179], [ Generator :: loss: 6.769810] epoch: 7902, [Discriminator :: d_loss: 0.001640], [ Generator :: loss: 6.898428] epoch: 7903, [Discriminator :: d_loss: 0.000875], [ Generator :: loss: 6.677865] epoch: 7904, [Discriminator :: d_loss: 0.001602], [ Generator :: loss: 7.762953] epoch: 7905, [Discriminator :: d_loss: 0.000922], [ Generator :: loss: 7.254267] epoch: 7906, [Discriminator :: d_loss: 0.001407], [ Generator :: loss: 6.868684] epoch: 7907, [Discriminator :: d_loss: 0.001560], [ Generator :: loss: 6.998154] epoch: 7908, [Discriminator :: d_loss: 0.001133], [ Generator :: loss: 7.365048] epoch: 7909, [Discriminator :: d_loss: 0.001067], [ Generator :: loss: 6.957884] epoch: 7910, [Discriminator :: d_loss: 0.001522], [ Generator :: loss: 7.088688] epoch: 7911, [Discriminator :: d_loss: 0.001351], [ Generator :: loss: 7.311426] epoch: 7912, [Discriminator :: d_loss: 0.001246], [ Generator :: loss: 7.105584] epoch: 7913, [Discriminator :: d_loss: 0.000634], [ Generator :: loss: 7.089871] epoch: 7914, [Discriminator :: d_loss: 0.001140], [ Generator :: loss: 7.033514] epoch: 7915, [Discriminator :: d_loss: 0.001392], [ Generator :: loss: 7.196080] epoch: 7916, [Discriminator :: d_loss: 0.001261], [ Generator :: loss: 6.930040] epoch: 7917, [Discriminator :: d_loss: 0.001022], [ Generator :: loss: 7.156915] epoch: 7918, [Discriminator :: d_loss: 0.001234], [ Generator :: loss: 6.847132] epoch: 7919, [Discriminator :: d_loss: 0.001650], [ Generator :: loss: 7.174196] epoch: 7920, [Discriminator :: d_loss: 0.001556], [ Generator :: loss: 6.992037] epoch: 7921, [Discriminator :: d_loss: 0.000786], [ Generator :: loss: 7.214548] epoch: 7922, [Discriminator :: d_loss: 0.001505], [ Generator :: loss: 7.427887] epoch: 7923, [Discriminator :: d_loss: 0.000775], [ Generator :: loss: 7.451799] epoch: 7924, [Discriminator :: d_loss: 0.001160], [ Generator :: loss: 7.293135] epoch: 7925, [Discriminator :: d_loss: 0.001101], [ Generator :: loss: 7.211532] epoch: 7926, [Discriminator :: d_loss: 0.001299], [ 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epoch: 7939, [Discriminator :: d_loss: 0.000988], [ Generator :: loss: 7.188758] epoch: 7940, [Discriminator :: d_loss: 0.001070], [ Generator :: loss: 7.016983] epoch: 7941, [Discriminator :: d_loss: 0.000993], [ Generator :: loss: 7.581792] epoch: 7942, [Discriminator :: d_loss: 0.000962], [ Generator :: loss: 7.179883] epoch: 7943, [Discriminator :: d_loss: 0.000766], [ Generator :: loss: 7.376562] epoch: 7944, [Discriminator :: d_loss: 0.000741], [ Generator :: loss: 7.294765] epoch: 7945, [Discriminator :: d_loss: 0.001098], [ Generator :: loss: 7.338891] epoch: 7946, [Discriminator :: d_loss: 0.001049], [ Generator :: loss: 7.474463] epoch: 7947, [Discriminator :: d_loss: 0.000544], [ Generator :: loss: 7.225732] epoch: 7948, [Discriminator :: d_loss: 0.001099], [ Generator :: loss: 7.211891] epoch: 7949, [Discriminator :: d_loss: 0.000827], [ Generator :: loss: 7.394067] epoch: 7950, [Discriminator :: d_loss: 0.000893], [ Generator :: loss: 7.143229] epoch: 7951, [Discriminator :: d_loss: 0.001238], [ Generator :: loss: 7.123815] epoch: 7952, [Discriminator :: d_loss: 0.000829], [ Generator :: loss: 7.179221] epoch: 7953, [Discriminator :: d_loss: 0.001010], [ Generator :: loss: 7.047878] epoch: 7954, [Discriminator :: d_loss: 0.001101], [ Generator :: loss: 7.331223] epoch: 7955, [Discriminator :: d_loss: 0.000802], [ Generator :: loss: 7.147435] epoch: 7956, [Discriminator :: d_loss: 0.000999], [ Generator :: loss: 7.278462] epoch: 7957, [Discriminator :: d_loss: 0.000747], [ Generator :: loss: 7.310695] epoch: 7958, [Discriminator :: d_loss: 0.000990], [ Generator :: loss: 7.231901] epoch: 7959, [Discriminator :: d_loss: 0.000771], [ Generator :: loss: 7.182130] epoch: 7960, [Discriminator :: d_loss: 0.000909], [ Generator :: loss: 7.816257] epoch: 7961, [Discriminator :: d_loss: 0.000773], [ Generator :: loss: 7.278156] epoch: 7962, [Discriminator :: d_loss: 0.000993], [ Generator :: loss: 7.301649] epoch: 7963, [Discriminator :: d_loss: 0.001061], [ 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epoch: 7973, [Discriminator :: d_loss: 0.000783], [ Generator :: loss: 7.466820] epoch: 7974, [Discriminator :: d_loss: 0.000627], [ Generator :: loss: 7.466641] epoch: 7975, [Discriminator :: d_loss: 0.000595], [ Generator :: loss: 7.134713] epoch: 7976, [Discriminator :: d_loss: 0.000582], [ Generator :: loss: 7.483943] epoch: 7977, [Discriminator :: d_loss: 0.000609], [ Generator :: loss: 7.533635] epoch: 7978, [Discriminator :: d_loss: 0.000685], [ Generator :: loss: 7.328434] epoch: 7979, [Discriminator :: d_loss: 0.000513], [ Generator :: loss: 7.198011] epoch: 7980, [Discriminator :: d_loss: 0.000821], [ Generator :: loss: 7.626587] epoch: 7981, [Discriminator :: d_loss: 0.000702], [ Generator :: loss: 7.431117] epoch: 7982, [Discriminator :: d_loss: 0.000865], [ Generator :: loss: 7.733301] epoch: 7983, [Discriminator :: d_loss: 0.000835], [ Generator :: loss: 8.166931] epoch: 7984, [Discriminator :: d_loss: 0.000795], [ Generator :: loss: 7.021875] epoch: 7985, [Discriminator :: d_loss: 0.000685], [ Generator :: loss: 7.512158] epoch: 7986, [Discriminator :: d_loss: 0.000636], [ Generator :: loss: 7.506175] epoch: 7987, [Discriminator :: d_loss: 0.000992], [ Generator :: loss: 7.084094] epoch: 7988, [Discriminator :: d_loss: 0.001023], [ Generator :: loss: 8.094204] epoch: 7989, [Discriminator :: d_loss: 0.000337], [ Generator :: loss: 6.960667] epoch: 7990, [Discriminator :: d_loss: 0.000494], [ Generator :: loss: 7.456825] epoch: 7991, [Discriminator :: d_loss: 0.000539], [ Generator :: loss: 7.474997] epoch: 7992, [Discriminator :: d_loss: 0.001126], [ Generator :: loss: 7.941539] epoch: 7993, [Discriminator :: d_loss: 0.000622], [ Generator :: loss: 7.306074] epoch: 7994, [Discriminator :: d_loss: 0.000766], [ Generator :: loss: 7.169662] epoch: 7995, [Discriminator :: d_loss: 0.000658], [ Generator :: loss: 7.727632] epoch: 7996, [Discriminator :: d_loss: 0.000760], [ Generator :: loss: 7.453792] epoch: 7997, [Discriminator :: d_loss: 0.000810], [ Generator :: loss: 7.483754] epoch: 7998, [Discriminator :: d_loss: 0.000947], [ Generator :: loss: 7.159194] epoch: 7999, [Discriminator :: d_loss: 0.001160], [ Generator :: loss: 7.710423] epoch: 8000, [Discriminator :: d_loss: 0.000513], [ Generator :: loss: 7.593348] epoch: 8001, [Discriminator :: d_loss: 0.000870], [ Generator :: loss: 7.494194] epoch: 8002, [Discriminator :: d_loss: 0.000698], [ Generator :: loss: 7.326546] epoch: 8003, [Discriminator :: d_loss: 0.000831], [ Generator :: loss: 7.133305] epoch: 8004, [Discriminator :: d_loss: 0.000739], [ Generator :: loss: 7.613274] epoch: 8005, [Discriminator :: d_loss: 0.000982], [ Generator :: loss: 7.424283] epoch: 8006, [Discriminator :: d_loss: 0.000821], [ Generator :: loss: 7.963240] epoch: 8007, [Discriminator :: d_loss: 0.000930], [ Generator :: loss: 7.169061] epoch: 8008, [Discriminator :: d_loss: 0.000805], [ Generator :: loss: 7.753478] epoch: 8009, [Discriminator :: d_loss: 0.000683], [ Generator :: loss: 7.211771] epoch: 8010, [Discriminator :: d_loss: 0.000720], [ Generator :: loss: 7.237265] epoch: 8011, [Discriminator :: d_loss: 0.001150], [ Generator :: loss: 7.447340] epoch: 8012, [Discriminator :: d_loss: 0.001129], [ Generator :: loss: 7.096907] epoch: 8013, [Discriminator :: d_loss: 0.000840], [ Generator :: loss: 7.134439] epoch: 8014, [Discriminator :: d_loss: 0.001084], [ Generator :: loss: 7.294589] epoch: 8015, [Discriminator :: d_loss: 0.000878], [ Generator :: loss: 7.061122] epoch: 8016, [Discriminator :: d_loss: 0.000931], [ Generator :: loss: 7.203639] epoch: 8017, [Discriminator :: d_loss: 0.000929], [ Generator :: loss: 7.715924] epoch: 8018, [Discriminator :: d_loss: 0.000570], [ Generator :: loss: 7.621542] epoch: 8019, [Discriminator :: d_loss: 0.000818], [ Generator :: loss: 7.385927] epoch: 8020, [Discriminator :: d_loss: 0.000696], [ Generator :: loss: 7.141981] epoch: 8021, [Discriminator :: d_loss: 0.000642], [ Generator :: loss: 7.006690] epoch: 8022, [Discriminator :: d_loss: 0.000830], [ Generator :: loss: 7.601765] epoch: 8023, [Discriminator :: d_loss: 0.001139], [ Generator :: loss: 7.301953] epoch: 8024, [Discriminator :: d_loss: 0.000824], [ Generator :: loss: 7.344625] epoch: 8025, [Discriminator :: d_loss: 0.000713], [ Generator :: loss: 7.715202] epoch: 8026, [Discriminator :: d_loss: 0.000645], [ Generator :: loss: 7.426983] epoch: 8027, [Discriminator :: d_loss: 0.000761], [ Generator :: loss: 6.891011] epoch: 8028, [Discriminator :: d_loss: 0.000699], [ Generator :: loss: 7.147853] epoch: 8029, [Discriminator :: d_loss: 0.000845], [ Generator :: loss: 7.172673] epoch: 8030, [Discriminator :: d_loss: 0.000958], [ Generator :: loss: 8.036854] epoch: 8031, [Discriminator :: d_loss: 0.000656], [ Generator :: loss: 7.429895] epoch: 8032, [Discriminator :: d_loss: 0.000809], [ Generator :: loss: 7.217396] epoch: 8033, [Discriminator :: d_loss: 0.000978], [ Generator :: loss: 7.613595] epoch: 8034, [Discriminator :: d_loss: 0.000585], [ Generator :: loss: 7.418137] epoch: 8035, [Discriminator :: d_loss: 0.000805], [ Generator :: loss: 7.293066] epoch: 8036, [Discriminator :: d_loss: 0.000604], [ Generator :: loss: 7.517372] epoch: 8037, [Discriminator :: d_loss: 0.001042], [ Generator :: loss: 7.365062] epoch: 8038, [Discriminator :: d_loss: 0.000898], [ Generator :: loss: 7.418294] epoch: 8039, [Discriminator :: d_loss: 0.000927], [ Generator :: loss: 7.250147] epoch: 8040, [Discriminator :: d_loss: 0.000798], [ Generator :: loss: 7.465357] epoch: 8041, [Discriminator :: d_loss: 0.000851], [ Generator :: loss: 7.812376] epoch: 8042, [Discriminator :: d_loss: 0.000866], [ Generator :: loss: 7.295023] epoch: 8043, [Discriminator :: d_loss: 0.000664], [ Generator :: loss: 7.405905] epoch: 8044, [Discriminator :: d_loss: 0.000781], [ Generator :: loss: 7.430456] epoch: 8045, [Discriminator :: d_loss: 0.000646], [ Generator :: loss: 7.454381] epoch: 8046, [Discriminator :: d_loss: 0.000710], [ Generator :: loss: 7.598257] epoch: 8047, [Discriminator :: d_loss: 0.000565], [ Generator :: loss: 7.329922] epoch: 8048, [Discriminator :: d_loss: 0.000592], [ Generator :: loss: 7.495490] epoch: 8049, [Discriminator :: d_loss: 0.000659], [ Generator :: loss: 7.834460] epoch: 8050, [Discriminator :: d_loss: 0.000612], [ Generator :: loss: 7.656289] epoch: 8051, [Discriminator :: d_loss: 0.000818], [ Generator :: loss: 7.244404] epoch: 8052, [Discriminator :: d_loss: 0.000540], [ Generator :: loss: 7.176539] epoch: 8053, [Discriminator :: d_loss: 0.001001], [ Generator :: loss: 8.181243] epoch: 8054, [Discriminator :: d_loss: 0.000843], [ Generator :: loss: 7.333440] epoch: 8055, [Discriminator :: d_loss: 0.000918], [ Generator :: loss: 7.335577] epoch: 8056, [Discriminator :: d_loss: 0.000663], [ Generator :: loss: 7.511340] epoch: 8057, [Discriminator :: d_loss: 0.000899], [ Generator :: loss: 7.524248] epoch: 8058, [Discriminator :: d_loss: 0.000397], [ Generator :: loss: 7.357290] epoch: 8059, [Discriminator :: d_loss: 0.000761], [ Generator :: loss: 7.504289] epoch: 8060, [Discriminator :: d_loss: 0.000431], [ Generator :: loss: 7.760036] epoch: 8061, [Discriminator :: d_loss: 0.000472], [ Generator :: loss: 7.530304] epoch: 8062, [Discriminator :: d_loss: 0.000454], [ Generator :: loss: 7.372264] epoch: 8063, [Discriminator :: d_loss: 0.000517], [ Generator :: loss: 7.243166] epoch: 8064, [Discriminator :: d_loss: 0.000779], [ Generator :: loss: 7.321682] epoch: 8065, [Discriminator :: d_loss: 0.000709], [ Generator :: loss: 7.180720] epoch: 8066, [Discriminator :: d_loss: 0.000764], [ Generator :: loss: 7.481815] epoch: 8067, [Discriminator :: d_loss: 0.000787], [ Generator :: loss: 7.294750] epoch: 8068, [Discriminator :: d_loss: 0.000679], [ Generator :: loss: 7.156473] epoch: 8069, [Discriminator :: d_loss: 0.000758], [ Generator :: loss: 7.728665] epoch: 8070, [Discriminator :: d_loss: 0.000669], [ Generator :: loss: 7.200693] epoch: 8071, [Discriminator :: d_loss: 0.000811], [ Generator :: loss: 7.897874] epoch: 8072, [Discriminator :: d_loss: 0.000957], [ Generator :: loss: 7.109259] epoch: 8073, [Discriminator :: d_loss: 0.000784], [ Generator :: loss: 7.714949] epoch: 8074, [Discriminator :: d_loss: 0.000636], [ Generator :: loss: 7.513891] epoch: 8075, [Discriminator :: d_loss: 0.000960], [ Generator :: loss: 7.422849] epoch: 8076, [Discriminator :: d_loss: 0.000863], [ Generator :: loss: 7.182291] epoch: 8077, [Discriminator :: d_loss: 0.000643], [ Generator :: loss: 7.527013] epoch: 8078, [Discriminator :: d_loss: 0.000661], [ Generator :: loss: 7.266998] epoch: 8079, [Discriminator :: d_loss: 0.000701], [ Generator :: loss: 7.262561] epoch: 8080, [Discriminator :: d_loss: 0.000588], [ Generator :: loss: 7.932983] epoch: 8081, [Discriminator :: d_loss: 0.000514], [ Generator :: loss: 7.618422]
epoch: 8082, [Discriminator :: d_loss: 0.000528], [ Generator :: loss: 7.212523] epoch: 8083, [Discriminator :: d_loss: 0.000554], [ Generator :: loss: 7.286550] epoch: 8084, [Discriminator :: d_loss: 0.000434], [ Generator :: loss: 7.400290] epoch: 8085, [Discriminator :: d_loss: 0.000814], [ Generator :: loss: 7.646732] epoch: 8086, [Discriminator :: d_loss: 0.000979], [ Generator :: loss: 7.250986] epoch: 8087, [Discriminator :: d_loss: 0.000782], [ Generator :: loss: 7.457960] epoch: 8088, [Discriminator :: d_loss: 0.000692], [ Generator :: loss: 7.345291] epoch: 8089, [Discriminator :: d_loss: 0.000625], [ Generator :: loss: 7.311099] epoch: 8090, [Discriminator :: d_loss: 0.000505], [ Generator :: loss: 7.758444] epoch: 8091, [Discriminator :: d_loss: 0.000482], [ Generator :: loss: 7.474325] epoch: 8092, [Discriminator :: d_loss: 0.000486], [ Generator :: loss: 7.548474] epoch: 8093, [Discriminator :: d_loss: 0.000791], [ Generator :: loss: 7.761209] epoch: 8094, [Discriminator :: d_loss: 0.000626], [ Generator :: loss: 7.290872] epoch: 8095, [Discriminator :: d_loss: 0.000657], [ Generator :: loss: 8.086832] epoch: 8096, [Discriminator :: d_loss: 0.000593], [ Generator :: loss: 7.355330] epoch: 8097, [Discriminator :: d_loss: 0.000481], [ Generator :: loss: 7.536681] epoch: 8098, [Discriminator :: d_loss: 0.000265], [ Generator :: loss: 7.398963] epoch: 8099, [Discriminator :: d_loss: 0.000535], [ Generator :: loss: 8.104167] epoch: 8100, [Discriminator :: d_loss: 0.000653], [ Generator :: loss: 7.419214] epoch: 8101, [Discriminator :: d_loss: 0.000830], [ Generator :: loss: 7.347650] epoch: 8102, [Discriminator :: d_loss: 0.000938], [ Generator :: loss: 7.535954] epoch: 8103, [Discriminator :: d_loss: 0.000770], [ Generator :: loss: 7.799951] epoch: 8104, [Discriminator :: d_loss: 0.000797], [ Generator :: loss: 7.241946] epoch: 8105, [Discriminator :: d_loss: 0.000669], [ Generator :: loss: 7.654184] epoch: 8106, [Discriminator :: d_loss: 0.000588], [ Generator :: loss: 8.114880] epoch: 8107, [Discriminator :: d_loss: 0.000693], [ Generator :: loss: 7.747549] epoch: 8108, [Discriminator :: d_loss: 0.000673], [ Generator :: loss: 7.746154] epoch: 8109, [Discriminator :: d_loss: 0.000489], [ Generator :: loss: 7.694704] epoch: 8110, [Discriminator :: d_loss: 0.000664], [ Generator :: loss: 7.537866] epoch: 8111, [Discriminator :: d_loss: 0.000642], [ Generator :: loss: 7.348933] epoch: 8112, [Discriminator :: d_loss: 0.000775], [ Generator :: loss: 7.817518] epoch: 8113, [Discriminator :: d_loss: 0.000548], [ Generator :: loss: 7.687808] epoch: 8114, [Discriminator :: d_loss: 0.000656], [ Generator :: loss: 8.079962] epoch: 8115, [Discriminator :: d_loss: 0.000573], [ Generator :: loss: 8.341102] epoch: 8116, [Discriminator :: d_loss: 0.000759], [ Generator :: loss: 7.516735] epoch: 8117, [Discriminator :: d_loss: 0.000716], [ Generator :: loss: 7.820740] epoch: 8118, [Discriminator :: d_loss: 0.000563], [ Generator :: loss: 7.552863] epoch: 8119, [Discriminator :: d_loss: 0.000578], [ Generator :: loss: 7.558213] epoch: 8120, [Discriminator :: d_loss: 0.000694], [ Generator :: loss: 8.077606] epoch: 8121, [Discriminator :: d_loss: 0.000468], [ Generator :: loss: 7.583245] epoch: 8122, [Discriminator :: d_loss: 0.000452], [ Generator :: loss: 7.838637] epoch: 8123, [Discriminator :: d_loss: 0.000482], [ Generator :: loss: 7.989184] epoch: 8124, [Discriminator :: d_loss: 0.000382], [ Generator :: loss: 7.835291] epoch: 8125, [Discriminator :: d_loss: 0.000556], [ Generator :: loss: 7.294104] epoch: 8126, [Discriminator :: d_loss: 0.000658], [ Generator :: loss: 8.012484] epoch: 8127, [Discriminator :: d_loss: 0.000598], [ Generator :: loss: 7.289120] epoch: 8128, [Discriminator :: d_loss: 0.000595], [ Generator :: loss: 7.844551] epoch: 8129, [Discriminator :: d_loss: 0.000677], [ Generator :: loss: 7.722006] epoch: 8130, [Discriminator :: d_loss: 0.000655], [ Generator :: loss: 7.795444] epoch: 8131, [Discriminator :: d_loss: 0.000678], [ Generator :: loss: 8.045581] epoch: 8132, [Discriminator :: d_loss: 0.000645], [ Generator :: loss: 7.491970] epoch: 8133, [Discriminator :: d_loss: 0.000554], [ Generator :: loss: 7.949574] epoch: 8134, [Discriminator :: d_loss: 0.000783], [ Generator :: loss: 7.387115] epoch: 8135, [Discriminator :: d_loss: 0.000559], [ Generator :: loss: 8.217882] epoch: 8136, [Discriminator :: d_loss: 0.000724], [ Generator :: loss: 7.453848] epoch: 8137, [Discriminator :: d_loss: 0.000426], [ Generator :: loss: 7.462989] epoch: 8138, [Discriminator :: d_loss: 0.000662], [ Generator :: loss: 7.612241] epoch: 8139, [Discriminator :: d_loss: 0.000594], [ Generator :: loss: 7.615784] epoch: 8140, [Discriminator :: d_loss: 0.000578], [ Generator :: loss: 7.622150] epoch: 8141, [Discriminator :: d_loss: 0.000631], [ Generator :: loss: 7.798230] epoch: 8142, [Discriminator :: d_loss: 0.000768], [ Generator :: loss: 8.183784] epoch: 8143, [Discriminator :: d_loss: 0.000684], [ 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epoch: 8156, [Discriminator :: d_loss: 0.000476], [ Generator :: loss: 7.724987] epoch: 8157, [Discriminator :: d_loss: 0.000395], [ Generator :: loss: 8.099946] epoch: 8158, [Discriminator :: d_loss: 0.000560], [ Generator :: loss: 7.570549] epoch: 8159, [Discriminator :: d_loss: 0.000590], [ Generator :: loss: 7.620639] epoch: 8160, [Discriminator :: d_loss: 0.000636], [ Generator :: loss: 8.263445] epoch: 8161, [Discriminator :: d_loss: 0.000547], [ Generator :: loss: 7.388498] epoch: 8162, [Discriminator :: d_loss: 0.000416], [ Generator :: loss: 8.071105] epoch: 8163, [Discriminator :: d_loss: 0.000538], [ Generator :: loss: 8.719481] epoch: 8164, [Discriminator :: d_loss: 0.000624], [ Generator :: loss: 7.592612] epoch: 8165, [Discriminator :: d_loss: 0.000367], [ Generator :: loss: 7.881913] epoch: 8166, [Discriminator :: d_loss: 0.000608], [ Generator :: loss: 8.151396] epoch: 8167, [Discriminator :: d_loss: 0.000423], [ Generator :: loss: 7.715745] epoch: 8168, [Discriminator :: d_loss: 0.000694], [ Generator :: loss: 7.428730] epoch: 8169, [Discriminator :: d_loss: 0.000535], [ Generator :: loss: 7.656551] epoch: 8170, [Discriminator :: d_loss: 0.000437], [ Generator :: loss: 7.714114] epoch: 8171, [Discriminator :: d_loss: 0.000938], [ Generator :: loss: 7.646204] epoch: 8172, [Discriminator :: d_loss: 0.000588], [ Generator :: loss: 7.399567] epoch: 8173, [Discriminator :: d_loss: 0.000658], [ Generator :: loss: 8.354650] epoch: 8174, [Discriminator :: d_loss: 0.000551], [ Generator :: loss: 7.369054] epoch: 8175, [Discriminator :: d_loss: 0.000566], [ Generator :: loss: 7.721900] epoch: 8176, [Discriminator :: d_loss: 0.000653], [ Generator :: loss: 7.954790] epoch: 8177, [Discriminator :: d_loss: 0.000339], [ Generator :: loss: 7.542005] epoch: 8178, [Discriminator :: d_loss: 0.000611], [ Generator :: loss: 7.654014] epoch: 8179, [Discriminator :: d_loss: 0.000727], [ Generator :: loss: 7.781448] epoch: 8180, [Discriminator :: d_loss: 0.000496], [ Generator :: loss: 7.424738] epoch: 8181, [Discriminator :: d_loss: 0.000430], [ Generator :: loss: 7.464269] epoch: 8182, [Discriminator :: d_loss: 0.000628], [ Generator :: loss: 7.493166] epoch: 8183, [Discriminator :: d_loss: 0.000610], [ Generator :: loss: 8.001032] epoch: 8184, [Discriminator :: d_loss: 0.000664], [ Generator :: loss: 7.721509] epoch: 8185, [Discriminator :: d_loss: 0.000459], [ Generator :: loss: 7.866563] epoch: 8186, [Discriminator :: d_loss: 0.000896], [ Generator :: loss: 7.494462] epoch: 8187, [Discriminator :: d_loss: 0.000462], [ Generator :: loss: 8.066118] epoch: 8188, [Discriminator :: d_loss: 0.000430], [ Generator :: loss: 7.711261] epoch: 8189, [Discriminator :: d_loss: 0.000427], [ Generator :: loss: 7.932644] epoch: 8190, [Discriminator :: d_loss: 0.000688], [ Generator :: loss: 8.076958]
epoch: 8191, [Discriminator :: d_loss: 0.000701], [ Generator :: loss: 8.030270] epoch: 8192, [Discriminator :: d_loss: 0.000413], [ Generator :: loss: 7.974103] epoch: 8193, [Discriminator :: d_loss: 0.000525], [ Generator :: loss: 8.172916] epoch: 8194, [Discriminator :: d_loss: 0.000300], [ Generator :: loss: 7.929216] epoch: 8195, [Discriminator :: d_loss: 0.000567], [ Generator :: loss: 7.762361] epoch: 8196, [Discriminator :: d_loss: 0.000587], [ Generator :: loss: 8.080667] epoch: 8197, [Discriminator :: d_loss: 0.000296], [ Generator :: loss: 8.160233] epoch: 8198, [Discriminator :: d_loss: 0.000432], [ Generator :: loss: 7.660068] epoch: 8199, [Discriminator :: d_loss: 0.000453], [ Generator :: loss: 7.639039] epoch: 8200, [Discriminator :: d_loss: 0.000355], [ Generator :: loss: 8.252069] epoch: 8201, [Discriminator :: d_loss: 0.000238], [ Generator :: loss: 7.647811] epoch: 8202, [Discriminator :: d_loss: 0.000487], [ Generator :: loss: 7.845483] epoch: 8203, [Discriminator :: d_loss: 0.000519], [ Generator :: loss: 7.553892] epoch: 8204, [Discriminator :: d_loss: 0.000668], [ Generator :: loss: 8.157660] epoch: 8205, [Discriminator :: d_loss: 0.000542], [ Generator :: loss: 8.017135] epoch: 8206, [Discriminator :: d_loss: 0.000486], [ Generator :: loss: 7.880990] epoch: 8207, [Discriminator :: d_loss: 0.000262], [ Generator :: loss: 7.784592] epoch: 8208, [Discriminator :: d_loss: 0.000437], [ Generator :: loss: 8.109721] epoch: 8209, [Discriminator :: d_loss: 0.000451], [ Generator :: loss: 7.967123] epoch: 8210, [Discriminator :: d_loss: 0.000468], [ Generator :: loss: 7.967492] epoch: 8211, [Discriminator :: d_loss: 0.000387], [ Generator :: loss: 8.057911] epoch: 8212, [Discriminator :: d_loss: 0.000386], [ Generator :: loss: 7.975412] epoch: 8213, [Discriminator :: d_loss: 0.000536], [ Generator :: loss: 8.090611] epoch: 8214, [Discriminator :: d_loss: 0.000514], [ Generator :: loss: 7.905151] epoch: 8215, [Discriminator :: d_loss: 0.000299], [ 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epoch: 8228, [Discriminator :: d_loss: 0.000353], [ Generator :: loss: 7.759067] epoch: 8229, [Discriminator :: d_loss: 0.000389], [ Generator :: loss: 8.040686] epoch: 8230, [Discriminator :: d_loss: 0.000385], [ Generator :: loss: 8.006538] epoch: 8231, [Discriminator :: d_loss: 0.000328], [ Generator :: loss: 7.785662] epoch: 8232, [Discriminator :: d_loss: 0.000483], [ Generator :: loss: 8.661157] epoch: 8233, [Discriminator :: d_loss: 0.000434], [ Generator :: loss: 8.350899] epoch: 8234, [Discriminator :: d_loss: 0.000505], [ Generator :: loss: 8.200228] epoch: 8235, [Discriminator :: d_loss: 0.000391], [ Generator :: loss: 8.009811] epoch: 8236, [Discriminator :: d_loss: 0.000411], [ Generator :: loss: 8.079655] epoch: 8237, [Discriminator :: d_loss: 0.000491], [ Generator :: loss: 8.152960] epoch: 8238, [Discriminator :: d_loss: 0.000388], [ Generator :: loss: 7.804972] epoch: 8239, [Discriminator :: d_loss: 0.000292], [ Generator :: loss: 7.755340] epoch: 8240, [Discriminator :: d_loss: 0.000385], [ Generator :: loss: 7.939890] epoch: 8241, [Discriminator :: d_loss: 0.000378], [ Generator :: loss: 7.907099] epoch: 8242, [Discriminator :: d_loss: 0.000384], [ Generator :: loss: 7.945954] epoch: 8243, [Discriminator :: d_loss: 0.000415], [ Generator :: loss: 7.820072] epoch: 8244, [Discriminator :: d_loss: 0.000298], [ Generator :: loss: 7.760187] epoch: 8245, [Discriminator :: d_loss: 0.000448], [ Generator :: loss: 7.853900] epoch: 8246, [Discriminator :: d_loss: 0.000410], [ Generator :: loss: 7.782567] epoch: 8247, [Discriminator :: d_loss: 0.000346], [ Generator :: loss: 7.783853] epoch: 8248, [Discriminator :: d_loss: 0.000490], [ Generator :: loss: 8.066023] epoch: 8249, [Discriminator :: d_loss: 0.000386], [ Generator :: loss: 7.761963] epoch: 8250, [Discriminator :: d_loss: 0.000264], [ Generator :: loss: 8.450512] epoch: 8251, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 7.996086] epoch: 8252, [Discriminator :: d_loss: 0.000374], [ Generator :: loss: 8.034557] epoch: 8253, [Discriminator :: d_loss: 0.000521], [ Generator :: loss: 8.002319] epoch: 8254, [Discriminator :: d_loss: 0.000306], [ Generator :: loss: 7.818743] epoch: 8255, [Discriminator :: d_loss: 0.000435], [ Generator :: loss: 8.010060] epoch: 8256, [Discriminator :: d_loss: 0.000277], [ Generator :: loss: 8.080201] epoch: 8257, [Discriminator :: d_loss: 0.000343], [ Generator :: loss: 8.100866] epoch: 8258, [Discriminator :: d_loss: 0.000348], [ Generator :: loss: 7.889404] epoch: 8259, [Discriminator :: d_loss: 0.000477], [ Generator :: loss: 8.193281] epoch: 8260, [Discriminator :: d_loss: 0.000457], [ Generator :: loss: 8.111881] epoch: 8261, [Discriminator :: d_loss: 0.000351], [ Generator :: loss: 8.097543] epoch: 8262, [Discriminator :: d_loss: 0.000381], [ Generator :: loss: 8.088715] epoch: 8263, [Discriminator :: d_loss: 0.000411], [ Generator :: loss: 8.001038] epoch: 8264, [Discriminator :: d_loss: 0.000400], [ Generator :: loss: 8.201254] epoch: 8265, [Discriminator :: d_loss: 0.000343], [ Generator :: loss: 7.691648] epoch: 8266, [Discriminator :: d_loss: 0.000295], [ Generator :: loss: 8.717251] epoch: 8267, [Discriminator :: d_loss: 0.000360], [ Generator :: loss: 8.209091] epoch: 8268, [Discriminator :: d_loss: 0.000460], [ Generator :: loss: 8.541850] epoch: 8269, [Discriminator :: d_loss: 0.000296], [ Generator :: loss: 8.584545] epoch: 8270, [Discriminator :: d_loss: 0.000410], [ Generator :: loss: 7.909225] epoch: 8271, [Discriminator :: d_loss: 0.000331], [ Generator :: loss: 8.164668] epoch: 8272, [Discriminator :: d_loss: 0.000416], [ Generator :: loss: 7.939006] epoch: 8273, [Discriminator :: d_loss: 0.000314], [ Generator :: loss: 8.313416] epoch: 8274, [Discriminator :: d_loss: 0.000432], [ Generator :: loss: 8.162643] epoch: 8275, [Discriminator :: d_loss: 0.000392], [ Generator :: loss: 7.865076] epoch: 8276, [Discriminator :: d_loss: 0.000370], [ Generator :: loss: 8.123761] epoch: 8277, [Discriminator :: d_loss: 0.000327], [ Generator :: loss: 7.974987] epoch: 8278, [Discriminator :: d_loss: 0.000397], [ Generator :: loss: 8.456457] epoch: 8279, [Discriminator :: d_loss: 0.000385], [ Generator :: loss: 8.202816] epoch: 8280, [Discriminator :: d_loss: 0.000485], [ Generator :: loss: 8.217041] epoch: 8281, [Discriminator :: d_loss: 0.000457], [ Generator :: loss: 8.113775] epoch: 8282, [Discriminator :: d_loss: 0.000334], [ Generator :: loss: 8.222034] epoch: 8283, [Discriminator :: d_loss: 0.000311], [ Generator :: loss: 7.736341] epoch: 8284, [Discriminator :: d_loss: 0.000413], [ Generator :: loss: 8.278423] epoch: 8285, [Discriminator :: d_loss: 0.000391], [ Generator :: loss: 8.237771] epoch: 8286, [Discriminator :: d_loss: 0.000293], [ Generator :: loss: 8.174917] epoch: 8287, [Discriminator :: d_loss: 0.000408], [ Generator :: loss: 7.958677] epoch: 8288, [Discriminator :: d_loss: 0.000460], [ Generator :: loss: 8.269522] epoch: 8289, [Discriminator :: d_loss: 0.000383], [ Generator :: loss: 7.855100] epoch: 8290, [Discriminator :: d_loss: 0.000343], [ Generator :: loss: 8.173731] epoch: 8291, [Discriminator :: d_loss: 0.000297], [ Generator :: loss: 8.144592] epoch: 8292, [Discriminator :: d_loss: 0.000461], [ Generator :: loss: 8.081641] epoch: 8293, [Discriminator :: d_loss: 0.000306], [ Generator :: loss: 8.231861] epoch: 8294, [Discriminator :: d_loss: 0.000343], [ Generator :: loss: 7.931759] epoch: 8295, [Discriminator :: d_loss: 0.000282], [ Generator :: loss: 7.968709] epoch: 8296, [Discriminator :: d_loss: 0.000378], [ Generator :: loss: 7.993386] epoch: 8297, [Discriminator :: d_loss: 0.000387], [ Generator :: loss: 8.378754] epoch: 8298, [Discriminator :: d_loss: 0.000298], [ Generator :: loss: 8.268421] epoch: 8299, [Discriminator :: d_loss: 0.000267], [ Generator :: loss: 8.296942]
epoch: 8300, [Discriminator :: d_loss: 0.000436], [ Generator :: loss: 8.062838] epoch: 8301, [Discriminator :: d_loss: 0.000266], [ Generator :: loss: 8.201722] epoch: 8302, [Discriminator :: d_loss: 0.000332], [ Generator :: loss: 8.448161] epoch: 8303, [Discriminator :: d_loss: 0.000405], [ Generator :: loss: 8.312477] epoch: 8304, [Discriminator :: d_loss: 0.000383], [ Generator :: loss: 8.120811] epoch: 8305, [Discriminator :: d_loss: 0.000239], [ Generator :: loss: 7.930664] epoch: 8306, [Discriminator :: d_loss: 0.000403], [ Generator :: loss: 8.445272] epoch: 8307, [Discriminator :: d_loss: 0.000325], [ Generator :: loss: 8.258615] epoch: 8308, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 8.172655] epoch: 8309, [Discriminator :: d_loss: 0.000305], [ Generator :: loss: 7.902713] epoch: 8310, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 8.601279] epoch: 8311, [Discriminator :: d_loss: 0.000282], [ Generator :: loss: 8.326797] epoch: 8312, [Discriminator :: d_loss: 0.000285], [ Generator :: loss: 8.625566] epoch: 8313, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 8.442505] epoch: 8314, [Discriminator :: d_loss: 0.000160], [ Generator :: loss: 8.012247] epoch: 8315, [Discriminator :: d_loss: 0.000253], [ Generator :: loss: 7.966895] epoch: 8316, [Discriminator :: d_loss: 0.000382], [ Generator :: loss: 8.318216] epoch: 8317, [Discriminator :: d_loss: 0.000272], [ Generator :: loss: 8.293361] epoch: 8318, [Discriminator :: d_loss: 0.000251], [ Generator :: loss: 8.312233] epoch: 8319, [Discriminator :: d_loss: 0.000336], [ Generator :: loss: 8.177870] epoch: 8320, [Discriminator :: d_loss: 0.000279], [ Generator :: loss: 8.002796] epoch: 8321, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.111092] epoch: 8322, [Discriminator :: d_loss: 0.000283], [ Generator :: loss: 7.999671] epoch: 8323, [Discriminator :: d_loss: 0.000395], [ Generator :: loss: 8.874988] epoch: 8324, [Discriminator :: d_loss: 0.000302], [ Generator :: loss: 8.230747] epoch: 8325, [Discriminator :: d_loss: 0.000361], [ Generator :: loss: 8.140972] epoch: 8326, [Discriminator :: d_loss: 0.000215], [ Generator :: loss: 7.997993] epoch: 8327, [Discriminator :: d_loss: 0.000326], [ Generator :: loss: 8.136321] epoch: 8328, [Discriminator :: d_loss: 0.000279], [ Generator :: loss: 8.059135] epoch: 8329, [Discriminator :: d_loss: 0.000366], [ Generator :: loss: 8.135588] epoch: 8330, [Discriminator :: d_loss: 0.000369], [ Generator :: loss: 8.008741] epoch: 8331, [Discriminator :: d_loss: 0.000325], [ Generator :: loss: 8.124850] epoch: 8332, [Discriminator :: d_loss: 0.000337], [ Generator :: loss: 8.186952] epoch: 8333, [Discriminator :: d_loss: 0.000263], [ Generator :: loss: 8.023802] epoch: 8334, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 8.001347] epoch: 8335, [Discriminator :: d_loss: 0.000337], [ Generator :: loss: 7.948620] epoch: 8336, [Discriminator :: d_loss: 0.000260], [ Generator :: loss: 8.434549] epoch: 8337, [Discriminator :: d_loss: 0.000268], [ Generator :: loss: 8.219789] epoch: 8338, [Discriminator :: d_loss: 0.000341], [ Generator :: loss: 7.923870] epoch: 8339, [Discriminator :: d_loss: 0.000382], [ Generator :: loss: 8.178949] epoch: 8340, [Discriminator :: d_loss: 0.000296], [ Generator :: loss: 8.245447] epoch: 8341, [Discriminator :: d_loss: 0.000448], [ Generator :: loss: 8.173635] epoch: 8342, [Discriminator :: d_loss: 0.000289], [ Generator :: loss: 8.272278] epoch: 8343, [Discriminator :: d_loss: 0.000228], [ Generator :: loss: 7.771453] epoch: 8344, [Discriminator :: d_loss: 0.000248], [ Generator :: loss: 7.797908] epoch: 8345, [Discriminator :: d_loss: 0.000293], [ Generator :: loss: 8.285177] epoch: 8346, [Discriminator :: d_loss: 0.000203], [ Generator :: loss: 8.143270] epoch: 8347, [Discriminator :: d_loss: 0.000343], [ Generator :: loss: 8.343096] epoch: 8348, [Discriminator :: d_loss: 0.000347], [ Generator :: loss: 8.494479] epoch: 8349, [Discriminator :: d_loss: 0.000334], [ Generator :: loss: 8.248154] epoch: 8350, [Discriminator :: d_loss: 0.000315], [ Generator :: loss: 8.205908] epoch: 8351, [Discriminator :: d_loss: 0.000281], [ Generator :: loss: 8.362679] epoch: 8352, [Discriminator :: d_loss: 0.000181], [ Generator :: loss: 8.094458] epoch: 8353, [Discriminator :: d_loss: 0.000337], [ Generator :: loss: 7.944410] epoch: 8354, [Discriminator :: d_loss: 0.000442], [ Generator :: loss: 8.215540] epoch: 8355, [Discriminator :: d_loss: 0.000268], [ Generator :: loss: 8.086144] epoch: 8356, [Discriminator :: d_loss: 0.000249], [ Generator :: loss: 8.477841] epoch: 8357, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.120605] epoch: 8358, [Discriminator :: d_loss: 0.000386], [ Generator :: loss: 8.390377] epoch: 8359, [Discriminator :: d_loss: 0.000219], [ Generator :: loss: 8.235155] epoch: 8360, [Discriminator :: d_loss: 0.000243], [ Generator :: loss: 8.282613] epoch: 8361, [Discriminator :: d_loss: 0.000323], [ 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epoch: 8374, [Discriminator :: d_loss: 0.000312], [ Generator :: loss: 8.200182] epoch: 8375, [Discriminator :: d_loss: 0.000307], [ Generator :: loss: 8.143904] epoch: 8376, [Discriminator :: d_loss: 0.000290], [ Generator :: loss: 8.271921] epoch: 8377, [Discriminator :: d_loss: 0.000323], [ Generator :: loss: 8.247807] epoch: 8378, [Discriminator :: d_loss: 0.000251], [ Generator :: loss: 8.295013] epoch: 8379, [Discriminator :: d_loss: 0.000199], [ Generator :: loss: 8.507732] epoch: 8380, [Discriminator :: d_loss: 0.000242], [ Generator :: loss: 8.581450] epoch: 8381, [Discriminator :: d_loss: 0.000243], [ Generator :: loss: 8.273864] epoch: 8382, [Discriminator :: d_loss: 0.000243], [ Generator :: loss: 8.212825] epoch: 8383, [Discriminator :: d_loss: 0.000257], [ Generator :: loss: 8.145655] epoch: 8384, [Discriminator :: d_loss: 0.000233], [ Generator :: loss: 8.450315] epoch: 8385, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 8.308805] epoch: 8386, [Discriminator 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epoch: 8409, [Discriminator :: d_loss: 0.000228], [ Generator :: loss: 8.198344] epoch: 8410, [Discriminator :: d_loss: 0.000245], [ Generator :: loss: 8.121798] epoch: 8411, [Discriminator :: d_loss: 0.000256], [ Generator :: loss: 8.700452] epoch: 8412, [Discriminator :: d_loss: 0.000240], [ Generator :: loss: 8.283175] epoch: 8413, [Discriminator :: d_loss: 0.000286], [ Generator :: loss: 8.658854] epoch: 8414, [Discriminator :: d_loss: 0.000216], [ Generator :: loss: 8.453382] epoch: 8415, [Discriminator :: d_loss: 0.000282], [ Generator :: loss: 8.458349] epoch: 8416, [Discriminator :: d_loss: 0.000236], [ Generator :: loss: 8.234993] epoch: 8417, [Discriminator :: d_loss: 0.000209], [ Generator :: loss: 8.408260] epoch: 8418, [Discriminator :: d_loss: 0.000263], [ Generator :: loss: 8.097386] epoch: 8419, [Discriminator :: d_loss: 0.000209], [ Generator :: loss: 8.277246] epoch: 8420, [Discriminator :: d_loss: 0.000201], [ Generator :: loss: 8.541729] epoch: 8421, [Discriminator :: d_loss: 0.000223], [ Generator :: loss: 8.519125] epoch: 8422, [Discriminator :: d_loss: 0.000201], [ Generator :: loss: 8.760681] epoch: 8423, [Discriminator :: d_loss: 0.000178], [ Generator :: loss: 8.746022] epoch: 8424, [Discriminator :: d_loss: 0.000186], [ Generator :: loss: 8.355042] epoch: 8425, [Discriminator :: d_loss: 0.000190], [ Generator :: loss: 8.216380] epoch: 8426, [Discriminator :: d_loss: 0.000198], [ Generator :: loss: 8.577778] epoch: 8427, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 8.446232] epoch: 8428, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 8.509161] epoch: 8429, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 9.138651] epoch: 8430, [Discriminator :: d_loss: 0.000200], [ Generator :: loss: 8.414841] epoch: 8431, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.345713] epoch: 8432, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 8.480776] epoch: 8433, [Discriminator :: d_loss: 0.000228], [ 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epoch: 8446, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.426949] epoch: 8447, [Discriminator :: d_loss: 0.000184], [ Generator :: loss: 8.393270] epoch: 8448, [Discriminator :: d_loss: 0.000157], [ Generator :: loss: 8.346060] epoch: 8449, [Discriminator :: d_loss: 0.000188], [ Generator :: loss: 8.625246] epoch: 8450, [Discriminator :: d_loss: 0.000255], [ Generator :: loss: 8.712049] epoch: 8451, [Discriminator :: d_loss: 0.000175], [ Generator :: loss: 8.383920] epoch: 8452, [Discriminator :: d_loss: 0.000153], [ Generator :: loss: 8.828611] epoch: 8453, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 8.264700] epoch: 8454, [Discriminator :: d_loss: 0.000157], [ Generator :: loss: 8.359745] epoch: 8455, [Discriminator :: d_loss: 0.000163], [ Generator :: loss: 8.248585] epoch: 8456, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.805685] epoch: 8457, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.686816] epoch: 8458, [Discriminator :: d_loss: 0.000225], [ Generator :: loss: 8.843982] epoch: 8459, [Discriminator :: d_loss: 0.000170], [ Generator :: loss: 8.445002] epoch: 8460, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.550152] epoch: 8461, [Discriminator :: d_loss: 0.000141], [ Generator :: loss: 8.564227] epoch: 8462, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.463444] epoch: 8463, [Discriminator :: d_loss: 0.000189], [ Generator :: loss: 8.428486] epoch: 8464, [Discriminator :: d_loss: 0.000179], [ Generator :: loss: 8.282757] epoch: 8465, [Discriminator :: d_loss: 0.000156], [ Generator :: loss: 8.827412] epoch: 8466, [Discriminator :: d_loss: 0.000176], [ Generator :: loss: 8.793952] epoch: 8467, [Discriminator :: d_loss: 0.000205], [ Generator :: loss: 8.348587] epoch: 8468, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.621937] epoch: 8469, [Discriminator :: d_loss: 0.000184], [ Generator :: loss: 8.502316] epoch: 8470, [Discriminator :: d_loss: 0.000213], [ Generator :: loss: 8.618843] epoch: 8471, [Discriminator :: d_loss: 0.000208], [ Generator :: loss: 8.505896] epoch: 8472, [Discriminator :: d_loss: 0.000125], [ Generator :: loss: 8.537981] epoch: 8473, [Discriminator :: d_loss: 0.000172], [ Generator :: loss: 8.580113] epoch: 8474, [Discriminator :: d_loss: 0.000160], [ Generator :: loss: 8.320797] epoch: 8475, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 8.168839] epoch: 8476, [Discriminator :: d_loss: 0.000142], [ Generator :: loss: 8.615905] epoch: 8477, [Discriminator :: d_loss: 0.000209], [ Generator :: loss: 8.668114] epoch: 8478, [Discriminator :: d_loss: 0.000148], [ Generator :: loss: 8.466024] epoch: 8479, [Discriminator :: d_loss: 0.000153], [ Generator :: loss: 8.383085] epoch: 8480, [Discriminator :: d_loss: 0.000156], [ Generator :: loss: 8.870920] epoch: 8481, [Discriminator :: d_loss: 0.000162], [ Generator :: loss: 8.688286] epoch: 8482, [Discriminator :: d_loss: 0.000190], [ Generator :: loss: 8.407238] epoch: 8483, [Discriminator :: d_loss: 0.000153], [ Generator :: loss: 8.623791] epoch: 8484, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.293848] epoch: 8485, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.443144] epoch: 8486, [Discriminator :: d_loss: 0.000162], [ Generator :: loss: 9.038759] epoch: 8487, [Discriminator :: d_loss: 0.000148], [ Generator :: loss: 8.535431] epoch: 8488, [Discriminator :: d_loss: 0.000174], [ Generator :: loss: 8.368544] epoch: 8489, [Discriminator :: d_loss: 0.000181], [ Generator :: loss: 8.590840] epoch: 8490, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.538691] epoch: 8491, [Discriminator :: d_loss: 0.000130], [ Generator :: loss: 8.844862] epoch: 8492, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 8.335014] epoch: 8493, [Discriminator :: d_loss: 0.000150], [ Generator :: loss: 8.955871] epoch: 8494, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 8.492538] epoch: 8495, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 8.505648] epoch: 8496, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 8.750328] epoch: 8497, [Discriminator :: d_loss: 0.000178], [ Generator :: loss: 8.649764] epoch: 8498, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.434586] epoch: 8499, [Discriminator :: d_loss: 0.000187], [ Generator :: loss: 8.405008] epoch: 8500, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 8.578283] epoch: 8501, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 8.409790] epoch: 8502, [Discriminator :: d_loss: 0.000169], [ Generator :: loss: 8.354316] epoch: 8503, [Discriminator :: d_loss: 0.000180], [ Generator :: loss: 8.442552] epoch: 8504, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.895650] epoch: 8505, [Discriminator :: d_loss: 0.000134], [ Generator :: loss: 8.377032] epoch: 8506, [Discriminator :: d_loss: 0.000172], [ Generator :: loss: 8.620171] epoch: 8507, [Discriminator :: d_loss: 0.000143], [ 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epoch: 8510, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.418678] epoch: 8511, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.426760] epoch: 8512, [Discriminator :: d_loss: 0.000185], [ Generator :: loss: 8.375577] epoch: 8513, [Discriminator :: d_loss: 0.000186], [ Generator :: loss: 8.593003] epoch: 8514, [Discriminator :: d_loss: 0.000142], [ Generator :: loss: 8.803757] epoch: 8515, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.642227] epoch: 8516, [Discriminator :: d_loss: 0.000155], [ Generator :: loss: 8.605978] epoch: 8517, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.473242] epoch: 8518, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.405776] epoch: 8519, [Discriminator :: d_loss: 0.000135], [ Generator :: loss: 8.298153] epoch: 8520, [Discriminator :: d_loss: 0.000129], [ Generator :: loss: 8.657882] epoch: 8521, [Discriminator :: d_loss: 0.000178], [ Generator :: loss: 8.515171] epoch: 8522, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.489086] epoch: 8523, [Discriminator :: d_loss: 0.000161], [ Generator :: loss: 8.513772] epoch: 8524, [Discriminator :: d_loss: 0.000150], [ Generator :: loss: 8.366775] epoch: 8525, [Discriminator :: d_loss: 0.000171], [ Generator :: loss: 8.736534] epoch: 8526, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.571017] epoch: 8527, [Discriminator :: d_loss: 0.000162], [ Generator :: loss: 9.540059] epoch: 8528, [Discriminator :: d_loss: 0.000173], [ Generator :: loss: 8.634317] epoch: 8529, [Discriminator :: d_loss: 0.000121], [ Generator :: loss: 8.836981] epoch: 8530, [Discriminator :: d_loss: 0.000118], [ Generator :: loss: 8.513283] epoch: 8531, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.709047] epoch: 8532, [Discriminator :: d_loss: 0.000129], [ Generator :: loss: 8.323155] epoch: 8533, [Discriminator :: d_loss: 0.000152], [ Generator :: loss: 8.499474] epoch: 8534, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 8.226973] epoch: 8535, [Discriminator :: d_loss: 0.000147], [ Generator :: loss: 8.782037] epoch: 8536, [Discriminator :: d_loss: 0.000156], [ Generator :: loss: 8.621110] epoch: 8537, [Discriminator :: d_loss: 0.000162], [ Generator :: loss: 8.484654] epoch: 8538, [Discriminator :: d_loss: 0.000154], [ Generator :: loss: 8.484463] epoch: 8539, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.350828] epoch: 8540, [Discriminator :: d_loss: 0.000163], [ Generator :: loss: 8.375116] epoch: 8541, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.461803] epoch: 8542, [Discriminator :: d_loss: 0.000153], [ Generator :: loss: 8.539900] epoch: 8543, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.451970] epoch: 8544, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.208281] epoch: 8545, [Discriminator :: d_loss: 0.000183], [ Generator :: loss: 8.280104] epoch: 8546, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.560237] epoch: 8547, [Discriminator :: d_loss: 0.000164], [ Generator :: loss: 8.537302] epoch: 8548, [Discriminator :: d_loss: 0.000158], [ Generator :: loss: 8.292896] epoch: 8549, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.659833] epoch: 8550, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 8.924471] epoch: 8551, [Discriminator :: d_loss: 0.000136], [ Generator :: loss: 8.538130] epoch: 8552, [Discriminator :: d_loss: 0.000106], [ Generator :: loss: 8.526673] epoch: 8553, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 8.450616] epoch: 8554, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.656224] epoch: 8555, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.425988] epoch: 8556, [Discriminator :: d_loss: 0.000150], [ Generator :: loss: 8.707878] epoch: 8557, [Discriminator :: d_loss: 0.000160], [ Generator :: loss: 8.423906] epoch: 8558, [Discriminator :: d_loss: 0.000190], [ Generator :: loss: 8.953064] epoch: 8559, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.583673] epoch: 8560, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 8.508079] epoch: 8561, [Discriminator :: d_loss: 0.000166], [ Generator :: loss: 8.716762] epoch: 8562, [Discriminator :: d_loss: 0.000124], [ Generator :: loss: 8.465472] epoch: 8563, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.424953] epoch: 8564, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.605707] epoch: 8565, [Discriminator :: d_loss: 0.000164], [ Generator :: loss: 8.402851] epoch: 8566, [Discriminator :: d_loss: 0.000162], [ Generator :: loss: 9.114120] epoch: 8567, [Discriminator :: d_loss: 0.000180], [ Generator :: loss: 8.451956] epoch: 8568, [Discriminator :: d_loss: 0.000120], [ Generator :: loss: 8.336806] epoch: 8569, [Discriminator :: d_loss: 0.000139], [ Generator :: loss: 8.710699] epoch: 8570, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 8.664006] epoch: 8571, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.727202] epoch: 8572, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.576042] epoch: 8573, [Discriminator :: d_loss: 0.000150], [ Generator :: loss: 8.301453] epoch: 8574, [Discriminator :: d_loss: 0.000171], [ Generator :: loss: 8.599344] epoch: 8575, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 8.706813] epoch: 8576, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 9.271667] epoch: 8577, [Discriminator :: d_loss: 0.000139], [ Generator :: loss: 8.347196] epoch: 8578, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 8.674513] epoch: 8579, [Discriminator :: d_loss: 0.000156], [ Generator :: loss: 8.510788] epoch: 8580, [Discriminator :: d_loss: 0.000167], [ Generator :: loss: 8.688828] epoch: 8581, [Discriminator :: d_loss: 0.000147], [ Generator :: loss: 8.883667] epoch: 8582, [Discriminator :: d_loss: 0.000155], [ Generator :: loss: 8.754112] epoch: 8583, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 8.609813] epoch: 8584, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 8.496925] epoch: 8585, [Discriminator :: d_loss: 0.000168], [ Generator :: loss: 8.780152] epoch: 8586, [Discriminator :: d_loss: 0.000158], [ Generator :: loss: 8.609228] epoch: 8587, [Discriminator :: d_loss: 0.000142], [ Generator :: loss: 8.598442] epoch: 8588, [Discriminator :: d_loss: 0.000150], [ Generator :: loss: 8.500602] epoch: 8589, [Discriminator :: d_loss: 0.000163], [ Generator :: loss: 8.869026] epoch: 8590, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.497982] epoch: 8591, [Discriminator :: d_loss: 0.000182], [ Generator :: loss: 8.640429] epoch: 8592, [Discriminator :: d_loss: 0.000169], [ Generator :: loss: 8.860274] epoch: 8593, [Discriminator :: d_loss: 0.000139], [ Generator :: loss: 8.845465] epoch: 8594, [Discriminator :: d_loss: 0.000126], [ Generator :: loss: 8.763062] epoch: 8595, [Discriminator :: d_loss: 0.000111], [ Generator :: loss: 8.477901] epoch: 8596, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.498350] epoch: 8597, [Discriminator :: d_loss: 0.000157], [ Generator :: loss: 8.706394] epoch: 8598, [Discriminator :: d_loss: 0.000142], [ Generator :: loss: 8.743988] epoch: 8599, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 8.451511] epoch: 8600, [Discriminator :: d_loss: 0.000147], [ Generator :: loss: 8.485043] epoch: 8601, [Discriminator :: d_loss: 0.000136], [ Generator :: loss: 8.838827] epoch: 8602, [Discriminator :: d_loss: 0.000122], [ Generator :: loss: 8.674692] epoch: 8603, [Discriminator :: d_loss: 0.000168], [ Generator :: loss: 8.777289] epoch: 8604, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 8.610139] epoch: 8605, [Discriminator :: d_loss: 0.000130], [ Generator :: loss: 8.513922] epoch: 8606, [Discriminator :: d_loss: 0.000135], [ Generator :: loss: 8.771824] epoch: 8607, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.483620] epoch: 8608, [Discriminator :: d_loss: 0.000182], [ 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epoch: 8619, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.613331] epoch: 8620, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 9.093557] epoch: 8621, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.619552] epoch: 8622, [Discriminator :: d_loss: 0.000137], [ Generator :: loss: 8.709226] epoch: 8623, [Discriminator :: d_loss: 0.000146], [ Generator :: loss: 8.698208] epoch: 8624, [Discriminator :: d_loss: 0.000124], [ Generator :: loss: 8.627123] epoch: 8625, [Discriminator :: d_loss: 0.000164], [ Generator :: loss: 8.617803] epoch: 8626, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.400913] epoch: 8627, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.882904] epoch: 8628, [Discriminator :: d_loss: 0.000149], [ Generator :: loss: 8.729529] epoch: 8629, [Discriminator :: d_loss: 0.000152], [ Generator :: loss: 8.850891] epoch: 8630, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 9.013572] epoch: 8631, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.773271] epoch: 8632, [Discriminator :: d_loss: 0.000149], [ Generator :: loss: 8.676006] epoch: 8633, [Discriminator :: d_loss: 0.000158], [ Generator :: loss: 8.548584] epoch: 8634, [Discriminator :: d_loss: 0.000140], [ Generator :: loss: 8.696032] epoch: 8635, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 9.044828] epoch: 8636, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.711569] epoch: 8637, [Discriminator :: d_loss: 0.000157], [ Generator :: loss: 8.548090] epoch: 8638, [Discriminator :: d_loss: 0.000134], [ Generator :: loss: 8.606752] epoch: 8639, [Discriminator :: d_loss: 0.000163], [ Generator :: loss: 8.550219] epoch: 8640, [Discriminator :: d_loss: 0.000140], [ Generator :: loss: 9.153595] epoch: 8641, [Discriminator :: d_loss: 0.000133], [ Generator :: loss: 8.774185] epoch: 8642, [Discriminator :: d_loss: 0.000156], [ Generator :: loss: 9.036015] epoch: 8643, [Discriminator :: d_loss: 0.000135], [ 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epoch: 8656, [Discriminator :: d_loss: 0.000138], [ Generator :: loss: 8.744655] epoch: 8657, [Discriminator :: d_loss: 0.000121], [ Generator :: loss: 8.861063] epoch: 8658, [Discriminator :: d_loss: 0.000134], [ Generator :: loss: 8.745525] epoch: 8659, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 9.004251] epoch: 8660, [Discriminator :: d_loss: 0.000135], [ Generator :: loss: 8.933565] epoch: 8661, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 9.150936] epoch: 8662, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 8.718657] epoch: 8663, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.734731] epoch: 8664, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 9.148762] epoch: 8665, [Discriminator :: d_loss: 0.000125], [ Generator :: loss: 8.717630] epoch: 8666, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.785069] epoch: 8667, [Discriminator :: d_loss: 0.000098], [ Generator :: loss: 8.949313] epoch: 8668, [Discriminator :: d_loss: 0.000110], [ Generator :: loss: 8.685569] epoch: 8669, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 9.247196] epoch: 8670, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 9.085245] epoch: 8671, [Discriminator :: d_loss: 0.000113], [ Generator :: loss: 8.869524] epoch: 8672, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 8.714257] epoch: 8673, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.812121] epoch: 8674, [Discriminator :: d_loss: 0.000111], [ Generator :: loss: 8.782028] epoch: 8675, [Discriminator :: d_loss: 0.000123], [ Generator :: loss: 8.946867] epoch: 8676, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.670049] epoch: 8677, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 9.615953] epoch: 8678, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.854351] epoch: 8679, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.871448] epoch: 8680, [Discriminator :: d_loss: 0.000096], [ 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epoch: 8693, [Discriminator :: d_loss: 0.000122], [ Generator :: loss: 8.799652] epoch: 8694, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.932176] epoch: 8695, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.714191] epoch: 8696, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 8.912157] epoch: 8697, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 9.157925] epoch: 8698, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 8.804953] epoch: 8699, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 8.819638] epoch: 8700, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.886793] epoch: 8701, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.775887] epoch: 8702, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.703590] epoch: 8703, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 9.182175] epoch: 8704, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 8.745762] epoch: 8705, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.949078] epoch: 8706, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 9.194227] epoch: 8707, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 8.712526] epoch: 8708, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.923327] epoch: 8709, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.960163] epoch: 8710, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.652479] epoch: 8711, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 9.293586] epoch: 8712, [Discriminator :: d_loss: 0.000111], [ Generator :: loss: 8.680628] epoch: 8713, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.665888] epoch: 8714, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 9.144987] epoch: 8715, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.990708] epoch: 8716, [Discriminator :: d_loss: 0.000114], [ Generator :: loss: 9.298046] epoch: 8717, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.895568] epoch: 8718, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 9.064496] epoch: 8719, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.834795] epoch: 8720, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 9.026548] epoch: 8721, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.046463] epoch: 8722, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.934336] epoch: 8723, [Discriminator :: d_loss: 0.000120], [ Generator :: loss: 9.032969] epoch: 8724, [Discriminator :: d_loss: 0.000123], [ Generator :: loss: 9.083269] epoch: 8725, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.805693] epoch: 8726, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.988356] epoch: 8727, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.986251]
epoch: 8728, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.977814] epoch: 8729, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.955551] epoch: 8730, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 8.898645] epoch: 8731, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.163172] epoch: 8732, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.945055] epoch: 8733, [Discriminator :: d_loss: 0.000100], [ Generator :: loss: 8.927885] epoch: 8734, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.927200] epoch: 8735, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 9.047611] epoch: 8736, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.931934] epoch: 8737, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.174385] epoch: 8738, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.783759] epoch: 8739, [Discriminator :: d_loss: 0.000111], [ Generator :: loss: 8.908476] epoch: 8740, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 8.851837] epoch: 8741, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 9.014023] epoch: 8742, [Discriminator :: d_loss: 0.000098], [ Generator :: loss: 8.867602] epoch: 8743, [Discriminator :: d_loss: 0.000115], [ Generator :: loss: 8.955944] epoch: 8744, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 9.102528] epoch: 8745, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.958368] epoch: 8746, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.850589] epoch: 8747, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.941879] epoch: 8748, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 8.757256] epoch: 8749, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.894341] epoch: 8750, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 9.004598] epoch: 8751, [Discriminator :: d_loss: 0.000100], [ Generator :: loss: 9.439352] epoch: 8752, [Discriminator :: d_loss: 0.000104], [ 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epoch: 8765, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.035623] epoch: 8766, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.167247] epoch: 8767, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.928389] epoch: 8768, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 8.798507] epoch: 8769, [Discriminator :: d_loss: 0.000111], [ Generator :: loss: 8.715720] epoch: 8770, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 9.451059] epoch: 8771, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 9.134823] epoch: 8772, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.978500] epoch: 8773, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.088924] epoch: 8774, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.272259] epoch: 8775, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.484703] epoch: 8776, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.949955] epoch: 8777, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.965229] epoch: 8778, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.296259] epoch: 8779, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.155155] epoch: 8780, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.956736] epoch: 8781, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.969065] epoch: 8782, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 9.058479] epoch: 8783, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.804409] epoch: 8784, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.969437] epoch: 8785, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.492147] epoch: 8786, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.965503] epoch: 8787, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 9.083091] epoch: 8788, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.888439] epoch: 8789, [Discriminator :: d_loss: 0.000073], [ 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epoch: 8802, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.793904] epoch: 8803, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 8.922089] epoch: 8804, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.933292] epoch: 8805, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.753855] epoch: 8806, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.145032] epoch: 8807, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 9.438372] epoch: 8808, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.903403] epoch: 8809, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.771529] epoch: 8810, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 9.205612] epoch: 8811, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.927879] epoch: 8812, [Discriminator :: d_loss: 0.000100], [ Generator :: loss: 8.774010] epoch: 8813, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 8.706465] epoch: 8814, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 9.264483] epoch: 8815, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 9.049889] epoch: 8816, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 9.067471] epoch: 8817, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.197491] epoch: 8818, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.802587] epoch: 8819, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.110684] epoch: 8820, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.249661] epoch: 8821, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 9.101267] epoch: 8822, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.101841] epoch: 8823, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.897242] epoch: 8824, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 9.280045] epoch: 8825, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.096130] epoch: 8826, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 9.096565] epoch: 8827, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 8.984541] epoch: 8828, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.867251] epoch: 8829, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.006563] epoch: 8830, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 9.186280] epoch: 8831, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 9.093867] epoch: 8832, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 9.015308] epoch: 8833, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.745287] epoch: 8834, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 9.311136] epoch: 8835, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 9.247554] epoch: 8836, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 8.787343] epoch: 8837, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 9.691031]
epoch: 8838, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.214596] epoch: 8839, [Discriminator :: d_loss: 0.000098], [ Generator :: loss: 8.981656] epoch: 8840, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.845836] epoch: 8841, [Discriminator :: d_loss: 0.000100], [ Generator :: loss: 9.218093] epoch: 8842, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 9.114391] epoch: 8843, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.137842] epoch: 8844, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 9.167271] epoch: 8845, [Discriminator :: d_loss: 0.000111], [ Generator :: loss: 8.999203] epoch: 8846, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 8.843908] epoch: 8847, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 8.725214] epoch: 8848, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 9.021405] epoch: 8849, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.819002] epoch: 8850, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.948158] epoch: 8851, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.825939] epoch: 8852, [Discriminator :: d_loss: 0.000098], [ Generator :: loss: 8.986187] epoch: 8853, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.350018] epoch: 8854, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 8.971880] epoch: 8855, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.795965] epoch: 8856, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.916547] epoch: 8857, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.835066] epoch: 8858, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 9.094450] epoch: 8859, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 9.158259] epoch: 8860, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.867868] epoch: 8861, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.861065] epoch: 8862, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.859060] epoch: 8863, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 9.106008] epoch: 8864, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.816345] epoch: 8865, [Discriminator :: d_loss: 0.000098], [ Generator :: loss: 9.302124] epoch: 8866, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.168909] epoch: 8867, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 9.120604] epoch: 8868, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.255751] epoch: 8869, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.035551] epoch: 8870, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.217811] epoch: 8871, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.018619] epoch: 8872, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 9.033314] epoch: 8873, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 9.025053] epoch: 8874, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.095106] epoch: 8875, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 8.882240] epoch: 8876, [Discriminator :: d_loss: 0.000098], [ Generator :: loss: 8.880331] epoch: 8877, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.847731] epoch: 8878, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.856483] epoch: 8879, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.847799] epoch: 8880, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.053320] epoch: 8881, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.241889] epoch: 8882, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.061209] epoch: 8883, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.962465] epoch: 8884, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 9.144799] epoch: 8885, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 8.848394] epoch: 8886, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.722853] epoch: 8887, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.778893] epoch: 8888, [Discriminator :: d_loss: 0.000118], [ Generator :: loss: 9.049007] epoch: 8889, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.036470] epoch: 8890, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 8.871879] epoch: 8891, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 8.909861] epoch: 8892, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.794603] epoch: 8893, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 9.210550] epoch: 8894, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 8.879223] epoch: 8895, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.935700] epoch: 8896, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 9.193615] epoch: 8897, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.003229] epoch: 8898, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.961235] epoch: 8899, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.813108] epoch: 8900, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.936129] epoch: 8901, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 9.197672] epoch: 8902, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 9.074814] epoch: 8903, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.305414] epoch: 8904, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.028374] epoch: 8905, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.066417] epoch: 8906, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.446756] epoch: 8907, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 9.134068] epoch: 8908, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 9.156911] epoch: 8909, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.113673] epoch: 8910, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.254938] epoch: 8911, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.420210] epoch: 8912, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.377561] epoch: 8913, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.189351] epoch: 8914, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.136057] epoch: 8915, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 9.097433] epoch: 8916, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.170603] epoch: 8917, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 9.014719] epoch: 8918, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.177974] epoch: 8919, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.224237] epoch: 8920, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.579855] epoch: 8921, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.949355] epoch: 8922, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.270935] epoch: 8923, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.122685] epoch: 8924, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.075800] epoch: 8925, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 8.934510] epoch: 8926, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.090031] epoch: 8927, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 8.949366] epoch: 8928, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.108770] epoch: 8929, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.881154] epoch: 8930, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.608694] epoch: 8931, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 9.065714] epoch: 8932, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.187213] epoch: 8933, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.842116] epoch: 8934, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.222399] epoch: 8935, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.010340] epoch: 8936, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 8.888639] epoch: 8937, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.094068] epoch: 8938, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.018402] epoch: 8939, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.160565] epoch: 8940, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 8.998608] epoch: 8941, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.918890] epoch: 8942, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 8.979753] epoch: 8943, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.432392] epoch: 8944, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.072118] epoch: 8945, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.060792]
epoch: 8946, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.269886] epoch: 8947, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.127894] epoch: 8948, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.149147] epoch: 8949, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.324033] epoch: 8950, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.545616] epoch: 8951, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.099802] epoch: 8952, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.083941] epoch: 8953, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.210950] epoch: 8954, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.343370] epoch: 8955, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.171917] epoch: 8956, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.078882] epoch: 8957, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.043225] epoch: 8958, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.070700] epoch: 8959, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.127610] epoch: 8960, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.975295] epoch: 8961, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.915032] epoch: 8962, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.852703] epoch: 8963, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 9.127118] epoch: 8964, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.060068] epoch: 8965, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.135427] epoch: 8966, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.148276] epoch: 8967, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.910373] epoch: 8968, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.153152] epoch: 8969, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.321863] epoch: 8970, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.107460] epoch: 8971, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.057250] epoch: 8972, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.000304] epoch: 8973, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 9.063587] epoch: 8974, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.268867] epoch: 8975, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 8.917778] epoch: 8976, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.174330] epoch: 8977, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.193099] epoch: 8978, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.285232] epoch: 8979, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.151390] epoch: 8980, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.132346] epoch: 8981, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.021688] epoch: 8982, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 8.947035] epoch: 8983, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.957670] epoch: 8984, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.980042] epoch: 8985, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.944644] epoch: 8986, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.336628] epoch: 8987, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.164785] epoch: 8988, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.201452] epoch: 8989, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.216805] epoch: 8990, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.294227] epoch: 8991, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.004461] epoch: 8992, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.225268] epoch: 8993, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.068849] epoch: 8994, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.277372] epoch: 8995, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.127996] epoch: 8996, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 9.442836] epoch: 8997, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.190115] epoch: 8998, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.459108] epoch: 8999, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.966440] epoch: 9000, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.826028] epoch: 9001, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 8.976327] epoch: 9002, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.119190] epoch: 9003, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 8.973669] epoch: 9004, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.301310] epoch: 9005, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 8.992702] epoch: 9006, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.117808] epoch: 9007, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.332642] epoch: 9008, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.556692] epoch: 9009, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.155652] epoch: 9010, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.033358] epoch: 9011, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.011988] epoch: 9012, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.001227] epoch: 9013, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.951990] epoch: 9014, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.082615] epoch: 9015, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.033853] epoch: 9016, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 8.994102] epoch: 9017, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.243809] epoch: 9018, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.103539] epoch: 9019, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.251317] epoch: 9020, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.920204] epoch: 9021, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 9.201998] epoch: 9022, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.193335] epoch: 9023, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 8.979443] epoch: 9024, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.451389] epoch: 9025, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.047250] epoch: 9026, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.033415] epoch: 9027, [Discriminator :: d_loss: 0.000100], [ Generator :: loss: 9.021075] epoch: 9028, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.256850] epoch: 9029, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.083233] epoch: 9030, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.294405] epoch: 9031, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.610120] epoch: 9032, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.371739] epoch: 9033, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.228103] epoch: 9034, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.026059] epoch: 9035, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.134777] epoch: 9036, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.084492] epoch: 9037, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.248201] epoch: 9038, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.105276] epoch: 9039, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.235534] epoch: 9040, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.074780] epoch: 9041, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.143581] epoch: 9042, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.450375] epoch: 9043, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.410086] epoch: 9044, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.336246] epoch: 9045, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.066656] epoch: 9046, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.075369] epoch: 9047, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.111411] epoch: 9048, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.437275] epoch: 9049, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.185397] epoch: 9050, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 8.988410] epoch: 9051, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 9.146526] epoch: 9052, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.091856] epoch: 9053, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.143820] epoch: 9054, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.256684]
epoch: 9055, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.081228] epoch: 9056, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.548932] epoch: 9057, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.244272] epoch: 9058, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.319143] epoch: 9059, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.272526] epoch: 9060, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.643709] epoch: 9061, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.200268] epoch: 9062, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.093587] epoch: 9063, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.231773] epoch: 9064, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.204218] epoch: 9065, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.151237] epoch: 9066, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.455204] epoch: 9067, [Discriminator 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epoch: 9092, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.252903] epoch: 9093, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.506391] epoch: 9094, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.207339] epoch: 9095, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.334418] epoch: 9096, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.185078] epoch: 9097, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.480160] epoch: 9098, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.186987] epoch: 9099, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.046633] epoch: 9100, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.399590] epoch: 9101, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.199908] epoch: 9102, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.405849] epoch: 9103, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.150514] epoch: 9104, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.153050] epoch: 9105, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.413750] epoch: 9106, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.461399] epoch: 9107, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.235754] epoch: 9108, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.145576] epoch: 9109, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.397863] epoch: 9110, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.464551] epoch: 9111, [Discriminator :: d_loss: 0.000078], [ Generator :: loss: 9.258245] epoch: 9112, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.233776] epoch: 9113, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.250031] epoch: 9114, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.362850] epoch: 9115, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.261124] epoch: 9116, [Discriminator :: d_loss: 0.000072], [ 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epoch: 9129, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.308399] epoch: 9130, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.215081] epoch: 9131, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.311745] epoch: 9132, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.324051] epoch: 9133, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.305516] epoch: 9134, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.437712] epoch: 9135, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.165548] epoch: 9136, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.097346] epoch: 9137, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.170170] epoch: 9138, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 9.425978] epoch: 9139, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.435087] epoch: 9140, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.574713] epoch: 9141, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.374767] epoch: 9142, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.192171] epoch: 9143, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.130291] epoch: 9144, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.092678] epoch: 9145, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 10.821140] epoch: 9146, [Discriminator :: d_loss: 0.000041], [ Generator :: loss: 9.167234] epoch: 9147, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.396161] epoch: 9148, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.030697] epoch: 9149, [Discriminator :: d_loss: 0.000054], [ Generator :: loss: 9.214624] epoch: 9150, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.455669] epoch: 9151, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.370805] epoch: 9152, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.483772] epoch: 9153, [Discriminator :: d_loss: 0.000061], [ 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epoch: 9156, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.511194] epoch: 9157, [Discriminator :: d_loss: 0.000053], [ Generator :: loss: 9.481197] epoch: 9158, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.328747] epoch: 9159, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.542023] epoch: 9160, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.589277] epoch: 9161, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.230481] epoch: 9162, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.249429] epoch: 9163, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.270844] epoch: 9164, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.639406] epoch: 9165, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.787092] epoch: 9166, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.684500] epoch: 9167, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.808029] epoch: 9168, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.397018] epoch: 9169, [Discriminator :: d_loss: 0.000048], [ Generator :: loss: 9.484495] epoch: 9170, [Discriminator :: d_loss: 0.000049], [ Generator :: loss: 9.292457] epoch: 9171, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.745275] epoch: 9172, [Discriminator :: d_loss: 0.000045], [ Generator :: loss: 9.642538] epoch: 9173, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.494119] epoch: 9174, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.265205] epoch: 9175, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.376103] epoch: 9176, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.338882] epoch: 9177, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.376859] epoch: 9178, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.440911] epoch: 9179, [Discriminator :: d_loss: 0.000052], [ Generator :: loss: 9.247363] epoch: 9180, [Discriminator :: d_loss: 0.000057], [ 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epoch: 9193, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.733616] epoch: 9194, [Discriminator :: d_loss: 0.000059], [ Generator :: loss: 9.524864] epoch: 9195, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.343023] epoch: 9196, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.196571] epoch: 9197, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.655624] epoch: 9198, [Discriminator :: d_loss: 0.000060], [ Generator :: loss: 9.663017] epoch: 9199, [Discriminator :: d_loss: 0.000058], [ Generator :: loss: 9.364551] epoch: 9200, [Discriminator :: d_loss: 0.000055], [ Generator :: loss: 9.419122] epoch: 9201, [Discriminator :: d_loss: 1.752468], [ Generator :: loss: 7.312246] epoch: 9202, [Discriminator :: d_loss: 0.000588], [ Generator :: loss: 6.128033] epoch: 9203, [Discriminator :: d_loss: 0.005285], [ Generator :: loss: 5.558951] epoch: 9204, [Discriminator :: d_loss: 0.004720], [ Generator :: loss: 5.145851] epoch: 9205, [Discriminator :: d_loss: 0.007205], [ Generator :: loss: 5.470653] epoch: 9206, [Discriminator :: d_loss: 0.005678], [ Generator :: loss: 5.400141] epoch: 9207, [Discriminator :: d_loss: 0.005283], [ Generator :: loss: 5.478574] epoch: 9208, [Discriminator :: d_loss: 0.004109], [ Generator :: loss: 5.671294] epoch: 9209, [Discriminator :: d_loss: 0.002315], [ Generator :: loss: 5.786552] epoch: 9210, [Discriminator :: d_loss: 0.002511], [ Generator :: loss: 5.762197] epoch: 9211, [Discriminator :: d_loss: 0.002317], [ Generator :: loss: 5.967146] epoch: 9212, [Discriminator :: d_loss: 0.001517], [ Generator :: loss: 6.060198] epoch: 9213, [Discriminator :: d_loss: 0.001919], [ Generator :: loss: 5.808869] epoch: 9214, [Discriminator :: d_loss: 0.002213], [ Generator :: loss: 5.866153] epoch: 9215, [Discriminator :: d_loss: 0.001709], [ Generator :: loss: 6.197404] epoch: 9216, [Discriminator :: d_loss: 0.002157], [ Generator :: loss: 6.155102] epoch: 9217, [Discriminator :: d_loss: 0.001924], [ Generator :: loss: 6.008624] epoch: 9218, [Discriminator :: d_loss: 0.002279], [ Generator :: loss: 5.952755] epoch: 9219, [Discriminator :: d_loss: 0.002288], [ Generator :: loss: 5.786665] epoch: 9220, [Discriminator :: d_loss: 0.002111], [ Generator :: loss: 5.992292] epoch: 9221, [Discriminator :: d_loss: 0.001305], [ Generator :: loss: 6.253794] epoch: 9222, [Discriminator :: d_loss: 0.001559], [ Generator :: loss: 6.047127] epoch: 9223, [Discriminator :: d_loss: 0.001780], [ Generator :: loss: 6.080232] epoch: 9224, [Discriminator :: d_loss: 0.002700], [ Generator :: loss: 5.951771] epoch: 9225, [Discriminator :: d_loss: 0.003637], [ Generator :: loss: 6.099260] epoch: 9226, [Discriminator :: d_loss: 0.002098], [ Generator :: loss: 5.871326] epoch: 9227, [Discriminator :: d_loss: 0.002716], [ Generator :: loss: 5.776196] epoch: 9228, [Discriminator :: d_loss: 0.002410], [ Generator :: loss: 5.688320] epoch: 9229, [Discriminator :: d_loss: 0.002710], [ Generator :: loss: 5.768735] epoch: 9230, [Discriminator :: d_loss: 0.003258], [ Generator :: loss: 5.710665] epoch: 9231, [Discriminator :: d_loss: 0.002155], [ Generator :: loss: 6.157633] epoch: 9232, [Discriminator :: d_loss: 0.002615], [ Generator :: loss: 5.792998] epoch: 9233, [Discriminator :: d_loss: 0.001971], [ Generator :: loss: 5.824023] epoch: 9234, [Discriminator :: d_loss: 0.002938], [ Generator :: loss: 5.684391] epoch: 9235, [Discriminator :: d_loss: 0.002516], [ Generator :: loss: 5.599697] epoch: 9236, [Discriminator :: d_loss: 0.002805], [ Generator :: loss: 5.595033] epoch: 9237, [Discriminator :: d_loss: 0.002321], [ Generator :: loss: 5.848201] epoch: 9238, [Discriminator :: d_loss: 0.002592], [ Generator :: loss: 5.658796] epoch: 9239, [Discriminator :: d_loss: 0.003209], [ Generator :: loss: 5.643873] epoch: 9240, [Discriminator :: d_loss: 0.002485], [ Generator :: loss: 5.680439] epoch: 9241, [Discriminator :: d_loss: 0.002862], [ Generator :: loss: 5.951766] epoch: 9242, [Discriminator :: d_loss: 0.002706], [ Generator :: loss: 5.536439] epoch: 9243, [Discriminator :: d_loss: 0.003389], [ Generator :: loss: 5.607789] epoch: 9244, [Discriminator :: d_loss: 0.003206], [ Generator :: loss: 5.587127] epoch: 9245, [Discriminator :: d_loss: 0.002535], [ Generator :: loss: 5.554889] epoch: 9246, [Discriminator :: d_loss: 0.003208], [ Generator :: loss: 5.911539] epoch: 9247, [Discriminator :: d_loss: 0.003309], [ Generator :: loss: 5.457264] epoch: 9248, [Discriminator :: d_loss: 0.002952], [ Generator :: loss: 5.630696] epoch: 9249, [Discriminator :: d_loss: 0.002806], [ Generator :: loss: 5.576619] epoch: 9250, [Discriminator :: d_loss: 0.002638], [ Generator :: loss: 5.532027] epoch: 9251, [Discriminator :: d_loss: 0.002973], [ Generator :: loss: 5.432929] epoch: 9252, [Discriminator :: d_loss: 0.003074], [ Generator :: loss: 5.465721] epoch: 9253, [Discriminator :: d_loss: 0.003195], [ Generator :: loss: 5.956272] epoch: 9254, [Discriminator :: d_loss: 0.003969], [ Generator :: loss: 5.772628] epoch: 9255, [Discriminator :: d_loss: 0.002766], [ Generator :: loss: 5.771829] epoch: 9256, [Discriminator :: d_loss: 0.002883], [ Generator :: loss: 5.455749] epoch: 9257, [Discriminator :: d_loss: 0.003916], [ Generator :: loss: 5.618413] epoch: 9258, [Discriminator :: d_loss: 0.003114], [ Generator :: loss: 5.403776] epoch: 9259, [Discriminator :: d_loss: 0.003021], [ Generator :: loss: 5.394605] epoch: 9260, [Discriminator :: d_loss: 0.003568], [ Generator :: loss: 5.234066] epoch: 9261, [Discriminator :: d_loss: 0.004009], [ Generator :: loss: 5.478228] epoch: 9262, [Discriminator :: d_loss: 0.003028], [ Generator :: loss: 5.803415] epoch: 9263, [Discriminator :: d_loss: 0.003102], [ Generator :: loss: 5.466548]
epoch: 9264, [Discriminator :: d_loss: 0.002857], [ Generator :: loss: 5.480724] epoch: 9265, [Discriminator :: d_loss: 0.003392], [ Generator :: loss: 5.598244] epoch: 9266, [Discriminator :: d_loss: 0.003484], [ Generator :: loss: 5.600502] epoch: 9267, [Discriminator :: d_loss: 0.003284], [ Generator :: loss: 5.480451] epoch: 9268, [Discriminator :: d_loss: 0.003158], [ Generator :: loss: 5.400100] epoch: 9269, [Discriminator :: d_loss: 0.002867], [ Generator :: loss: 5.483627] epoch: 9270, [Discriminator :: d_loss: 0.003134], [ Generator :: loss: 5.768342] epoch: 9271, [Discriminator :: d_loss: 0.002908], [ Generator :: loss: 5.428511] epoch: 9272, [Discriminator :: d_loss: 0.002351], [ Generator :: loss: 5.537927] epoch: 9273, [Discriminator :: d_loss: 0.003326], [ Generator :: loss: 5.561836] epoch: 9274, [Discriminator :: d_loss: 0.003615], [ Generator :: loss: 5.652528] epoch: 9275, [Discriminator :: d_loss: 0.002780], [ Generator :: loss: 5.467492] epoch: 9276, [Discriminator :: d_loss: 0.002997], [ Generator :: loss: 5.766726] epoch: 9277, [Discriminator :: d_loss: 0.002284], [ Generator :: loss: 5.582384] epoch: 9278, [Discriminator :: d_loss: 0.003408], [ Generator :: loss: 5.585237] epoch: 9279, [Discriminator :: d_loss: 0.003244], [ Generator :: loss: 6.048139] epoch: 9280, [Discriminator :: d_loss: 0.002885], [ Generator :: loss: 5.797865] epoch: 9281, [Discriminator :: d_loss: 0.003337], [ Generator :: loss: 6.091944] epoch: 9282, [Discriminator :: d_loss: 0.002925], [ Generator :: loss: 5.863262] epoch: 9283, [Discriminator :: d_loss: 0.002319], [ Generator :: loss: 5.758762] epoch: 9284, [Discriminator :: d_loss: 0.002789], [ Generator :: loss: 5.672936] epoch: 9285, [Discriminator :: d_loss: 0.003145], [ Generator :: loss: 5.747258] epoch: 9286, [Discriminator :: d_loss: 0.002599], [ Generator :: loss: 5.704364] epoch: 9287, [Discriminator :: d_loss: 0.003721], [ Generator :: loss: 5.563976] epoch: 9288, [Discriminator :: d_loss: 0.002844], [ 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epoch: 9301, [Discriminator :: d_loss: 0.001863], [ Generator :: loss: 5.906393] epoch: 9302, [Discriminator :: d_loss: 0.002962], [ Generator :: loss: 5.839572] epoch: 9303, [Discriminator :: d_loss: 0.003184], [ Generator :: loss: 5.795846] epoch: 9304, [Discriminator :: d_loss: 0.002839], [ Generator :: loss: 6.041634] epoch: 9305, [Discriminator :: d_loss: 0.002745], [ Generator :: loss: 5.754449] epoch: 9306, [Discriminator :: d_loss: 0.003606], [ Generator :: loss: 5.741398] epoch: 9307, [Discriminator :: d_loss: 0.003933], [ Generator :: loss: 6.340557] epoch: 9308, [Discriminator :: d_loss: 0.002795], [ Generator :: loss: 5.910833] epoch: 9309, [Discriminator :: d_loss: 0.003140], [ Generator :: loss: 6.589191] epoch: 9310, [Discriminator :: d_loss: 0.002238], [ Generator :: loss: 6.067635] epoch: 9311, [Discriminator :: d_loss: 0.002238], [ Generator :: loss: 5.766483] epoch: 9312, [Discriminator :: d_loss: 0.002258], [ Generator :: loss: 5.729871] epoch: 9313, [Discriminator :: d_loss: 0.002967], [ Generator :: loss: 5.426642] epoch: 9314, [Discriminator :: d_loss: 0.003241], [ Generator :: loss: 6.074610] epoch: 9315, [Discriminator :: d_loss: 0.003908], [ Generator :: loss: 5.726488] epoch: 9316, [Discriminator :: d_loss: 0.002851], [ Generator :: loss: 5.654252] epoch: 9317, [Discriminator :: d_loss: 0.003279], [ Generator :: loss: 5.522044] epoch: 9318, [Discriminator :: d_loss: 0.003666], [ Generator :: loss: 6.058498] epoch: 9319, [Discriminator :: d_loss: 0.003218], [ Generator :: loss: 5.888563] epoch: 9320, [Discriminator :: d_loss: 0.003629], [ Generator :: loss: 5.762360] epoch: 9321, [Discriminator :: d_loss: 0.004324], [ Generator :: loss: 5.774649] epoch: 9322, [Discriminator :: d_loss: 0.004383], [ Generator :: loss: 6.019186] epoch: 9323, [Discriminator :: d_loss: 0.003367], [ Generator :: loss: 6.285715] epoch: 9324, [Discriminator :: d_loss: 0.002439], [ Generator :: loss: 6.107255] epoch: 9325, [Discriminator :: d_loss: 0.002633], [ 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epoch: 9338, [Discriminator :: d_loss: 0.003949], [ Generator :: loss: 6.098186] epoch: 9339, [Discriminator :: d_loss: 0.002010], [ Generator :: loss: 6.622378] epoch: 9340, [Discriminator :: d_loss: 0.002994], [ Generator :: loss: 6.074878] epoch: 9341, [Discriminator :: d_loss: 0.002533], [ Generator :: loss: 6.371106] epoch: 9342, [Discriminator :: d_loss: 0.002128], [ Generator :: loss: 6.317386] epoch: 9343, [Discriminator :: d_loss: 0.003021], [ Generator :: loss: 6.349004] epoch: 9344, [Discriminator :: d_loss: 0.002017], [ Generator :: loss: 6.220143] epoch: 9345, [Discriminator :: d_loss: 0.002773], [ Generator :: loss: 6.065283] epoch: 9346, [Discriminator :: d_loss: 0.002750], [ Generator :: loss: 6.336085] epoch: 9347, [Discriminator :: d_loss: 0.002846], [ Generator :: loss: 6.253701] epoch: 9348, [Discriminator :: d_loss: 0.002330], [ Generator :: loss: 6.560088] epoch: 9349, [Discriminator :: d_loss: 0.002381], [ Generator :: loss: 7.170890] epoch: 9350, [Discriminator :: d_loss: 0.001644], [ Generator :: loss: 6.267806] epoch: 9351, [Discriminator :: d_loss: 0.001723], [ Generator :: loss: 6.102902] epoch: 9352, [Discriminator :: d_loss: 0.002438], [ Generator :: loss: 6.309151] epoch: 9353, [Discriminator :: d_loss: 0.003147], [ Generator :: loss: 6.421528] epoch: 9354, [Discriminator :: d_loss: 0.002772], [ Generator :: loss: 6.334734] epoch: 9355, [Discriminator :: d_loss: 0.002027], [ Generator :: loss: 6.307073] epoch: 9356, [Discriminator :: d_loss: 0.002649], [ Generator :: loss: 6.469349] epoch: 9357, [Discriminator :: d_loss: 0.002660], [ Generator :: loss: 6.839389] epoch: 9358, [Discriminator :: d_loss: 0.001905], [ Generator :: loss: 6.877382] epoch: 9359, [Discriminator :: d_loss: 0.001401], [ Generator :: loss: 6.505424] epoch: 9360, [Discriminator :: d_loss: 0.001108], [ Generator :: loss: 6.566448] epoch: 9361, [Discriminator :: d_loss: 0.001513], [ Generator :: loss: 6.730762] epoch: 9362, [Discriminator :: d_loss: 0.001759], [ 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epoch: 9372, [Discriminator :: d_loss: 0.001098], [ Generator :: loss: 6.670718] epoch: 9373, [Discriminator :: d_loss: 0.001706], [ Generator :: loss: 6.727767] epoch: 9374, [Discriminator :: d_loss: 0.001616], [ Generator :: loss: 6.962253] epoch: 9375, [Discriminator :: d_loss: 0.001802], [ Generator :: loss: 6.699423] epoch: 9376, [Discriminator :: d_loss: 0.002702], [ Generator :: loss: 6.627033] epoch: 9377, [Discriminator :: d_loss: 0.002293], [ Generator :: loss: 6.685872] epoch: 9378, [Discriminator :: d_loss: 0.002224], [ Generator :: loss: 6.632217] epoch: 9379, [Discriminator :: d_loss: 0.001743], [ Generator :: loss: 7.026269] epoch: 9380, [Discriminator :: d_loss: 0.001529], [ Generator :: loss: 6.577103] epoch: 9381, [Discriminator :: d_loss: 0.001493], [ Generator :: loss: 6.892970] epoch: 9382, [Discriminator :: d_loss: 0.001747], [ Generator :: loss: 6.854079] epoch: 9383, [Discriminator :: d_loss: 0.001490], [ Generator :: loss: 6.911631] epoch: 9384, [Discriminator :: d_loss: 0.001237], [ Generator :: loss: 6.883311] epoch: 9385, [Discriminator :: d_loss: 0.001295], [ Generator :: loss: 6.564898] epoch: 9386, [Discriminator :: d_loss: 0.001438], [ Generator :: loss: 7.534725] epoch: 9387, [Discriminator :: d_loss: 0.001399], [ Generator :: loss: 7.199971] epoch: 9388, [Discriminator :: d_loss: 0.001266], [ Generator :: loss: 7.006891] epoch: 9389, [Discriminator :: d_loss: 0.001921], [ Generator :: loss: 6.924337] epoch: 9390, [Discriminator :: d_loss: 0.001592], [ Generator :: loss: 6.903246] epoch: 9391, [Discriminator :: d_loss: 0.001349], [ Generator :: loss: 7.428136] epoch: 9392, [Discriminator :: d_loss: 0.001035], [ Generator :: loss: 7.042590] epoch: 9393, [Discriminator :: d_loss: 0.001417], [ Generator :: loss: 7.340914] epoch: 9394, [Discriminator :: d_loss: 0.000987], [ Generator :: loss: 6.685647] epoch: 9395, [Discriminator :: d_loss: 0.001147], [ Generator :: loss: 7.242405] epoch: 9396, [Discriminator :: d_loss: 0.001047], [ 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epoch: 9409, [Discriminator :: d_loss: 0.000891], [ Generator :: loss: 7.734055] epoch: 9410, [Discriminator :: d_loss: 0.000795], [ Generator :: loss: 7.680623] epoch: 9411, [Discriminator :: d_loss: 0.000683], [ Generator :: loss: 7.486909] epoch: 9412, [Discriminator :: d_loss: 0.000618], [ Generator :: loss: 7.490421] epoch: 9413, [Discriminator :: d_loss: 0.000663], [ Generator :: loss: 7.640537] epoch: 9414, [Discriminator :: d_loss: 0.000493], [ Generator :: loss: 8.062953] epoch: 9415, [Discriminator :: d_loss: 0.000773], [ Generator :: loss: 7.314404] epoch: 9416, [Discriminator :: d_loss: 0.000568], [ Generator :: loss: 7.412585] epoch: 9417, [Discriminator :: d_loss: 0.000621], [ Generator :: loss: 7.388054] epoch: 9418, [Discriminator :: d_loss: 0.000608], [ Generator :: loss: 7.709893] epoch: 9419, [Discriminator :: d_loss: 0.001073], [ Generator :: loss: 7.499192] epoch: 9420, [Discriminator :: d_loss: 0.000914], [ Generator :: loss: 7.322215] epoch: 9421, [Discriminator :: d_loss: 0.000606], [ Generator :: loss: 7.474096] epoch: 9422, [Discriminator :: d_loss: 0.000548], [ Generator :: loss: 7.427106] epoch: 9423, [Discriminator :: d_loss: 0.000666], [ Generator :: loss: 7.151759] epoch: 9424, [Discriminator :: d_loss: 0.000901], [ Generator :: loss: 7.356335] epoch: 9425, [Discriminator :: d_loss: 0.000649], [ Generator :: loss: 7.732684] epoch: 9426, [Discriminator :: d_loss: 0.000519], [ Generator :: loss: 7.289809] epoch: 9427, [Discriminator :: d_loss: 0.000606], [ Generator :: loss: 7.321580] epoch: 9428, [Discriminator :: d_loss: 0.000428], [ Generator :: loss: 7.609826] epoch: 9429, [Discriminator :: d_loss: 0.000740], [ Generator :: loss: 7.322587] epoch: 9430, [Discriminator :: d_loss: 0.000900], [ Generator :: loss: 7.206356] epoch: 9431, [Discriminator :: d_loss: 0.000772], [ Generator :: loss: 7.181673] epoch: 9432, [Discriminator :: d_loss: 0.000615], [ Generator :: loss: 7.442295] epoch: 9433, [Discriminator :: d_loss: 0.000888], [ 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epoch: 9446, [Discriminator :: d_loss: 0.000607], [ Generator :: loss: 7.740004] epoch: 9447, [Discriminator :: d_loss: 0.000728], [ Generator :: loss: 7.470925] epoch: 9448, [Discriminator :: d_loss: 0.000799], [ Generator :: loss: 7.507205] epoch: 9449, [Discriminator :: d_loss: 0.000430], [ Generator :: loss: 7.715453] epoch: 9450, [Discriminator :: d_loss: 0.000548], [ Generator :: loss: 7.890976] epoch: 9451, [Discriminator :: d_loss: 0.000711], [ Generator :: loss: 7.357563] epoch: 9452, [Discriminator :: d_loss: 0.000779], [ Generator :: loss: 7.528876] epoch: 9453, [Discriminator :: d_loss: 0.000833], [ Generator :: loss: 7.342034] epoch: 9454, [Discriminator :: d_loss: 0.000663], [ Generator :: loss: 7.324574] epoch: 9455, [Discriminator :: d_loss: 0.000740], [ Generator :: loss: 7.736757] epoch: 9456, [Discriminator :: d_loss: 0.000893], [ Generator :: loss: 7.889924] epoch: 9457, [Discriminator :: d_loss: 0.000815], [ Generator :: loss: 7.307857] epoch: 9458, [Discriminator :: d_loss: 0.000489], [ Generator :: loss: 7.395033] epoch: 9459, [Discriminator :: d_loss: 0.000783], [ Generator :: loss: 7.458676] epoch: 9460, [Discriminator :: d_loss: 0.000905], [ Generator :: loss: 7.303871] epoch: 9461, [Discriminator :: d_loss: 0.000503], [ Generator :: loss: 7.754658] epoch: 9462, [Discriminator :: d_loss: 0.000638], [ Generator :: loss: 7.567147] epoch: 9463, [Discriminator :: d_loss: 0.000680], [ Generator :: loss: 7.613625] epoch: 9464, [Discriminator :: d_loss: 0.000643], [ Generator :: loss: 7.598085] epoch: 9465, [Discriminator :: d_loss: 0.000696], [ Generator :: loss: 7.647352] epoch: 9466, [Discriminator :: d_loss: 0.000508], [ Generator :: loss: 8.053361] epoch: 9467, [Discriminator :: d_loss: 0.000813], [ Generator :: loss: 7.449538] epoch: 9468, [Discriminator :: d_loss: 0.000636], [ Generator :: loss: 7.533607] epoch: 9469, [Discriminator :: d_loss: 0.000529], [ Generator :: loss: 7.308137] epoch: 9470, [Discriminator :: d_loss: 0.000550], [ Generator :: loss: 7.676877] epoch: 9471, [Discriminator :: d_loss: 0.000561], [ Generator :: loss: 7.622781] epoch: 9472, [Discriminator :: d_loss: 0.000627], [ Generator :: loss: 7.874131] epoch: 9473, [Discriminator :: d_loss: 0.000752], [ Generator :: loss: 7.576722] epoch: 9474, [Discriminator :: d_loss: 0.000561], [ Generator :: loss: 7.621387] epoch: 9475, [Discriminator :: d_loss: 0.000520], [ Generator :: loss: 8.073572] epoch: 9476, [Discriminator :: d_loss: 0.000531], [ Generator :: loss: 7.823388] epoch: 9477, [Discriminator :: d_loss: 0.000627], [ Generator :: loss: 7.887910] epoch: 9478, [Discriminator :: d_loss: 0.000681], [ Generator :: loss: 8.041137] epoch: 9479, [Discriminator :: d_loss: 0.000508], [ Generator :: loss: 7.821422] epoch: 9480, [Discriminator :: d_loss: 0.000489], [ Generator :: loss: 7.881572]
epoch: 9481, [Discriminator :: d_loss: 0.000598], [ Generator :: loss: 7.758332] epoch: 9482, [Discriminator :: d_loss: 0.000462], [ Generator :: loss: 7.684580] epoch: 9483, [Discriminator :: d_loss: 0.000501], [ Generator :: loss: 7.560722] epoch: 9484, [Discriminator :: d_loss: 0.000429], [ Generator :: loss: 8.608522] epoch: 9485, [Discriminator :: d_loss: 0.000526], [ Generator :: loss: 7.739713] epoch: 9486, [Discriminator :: d_loss: 0.000442], [ Generator :: loss: 7.692228] epoch: 9487, [Discriminator :: d_loss: 0.000548], [ Generator :: loss: 7.615199] epoch: 9488, [Discriminator :: d_loss: 0.000574], [ Generator :: loss: 7.756785] epoch: 9489, [Discriminator :: d_loss: 0.000483], [ Generator :: loss: 7.836415] epoch: 9490, [Discriminator :: d_loss: 0.000510], [ Generator :: loss: 7.587524] epoch: 9491, [Discriminator :: d_loss: 0.000489], [ Generator :: loss: 7.969283] epoch: 9492, [Discriminator :: d_loss: 0.000384], [ Generator :: loss: 7.883801] epoch: 9493, [Discriminator :: d_loss: 0.000530], [ Generator :: loss: 7.893518] epoch: 9494, [Discriminator :: d_loss: 0.000400], [ Generator :: loss: 7.742136] epoch: 9495, [Discriminator :: d_loss: 0.000389], [ Generator :: loss: 7.921530] epoch: 9496, [Discriminator :: d_loss: 0.000426], [ Generator :: loss: 7.886933] epoch: 9497, [Discriminator :: d_loss: 0.000351], [ Generator :: loss: 7.620185] epoch: 9498, [Discriminator :: d_loss: 0.000487], [ Generator :: loss: 7.904704] epoch: 9499, [Discriminator :: d_loss: 0.000563], [ Generator :: loss: 7.696538] epoch: 9500, [Discriminator :: d_loss: 0.000490], [ Generator :: loss: 7.768672] epoch: 9501, [Discriminator :: d_loss: 0.000529], [ Generator :: loss: 7.651695] epoch: 9502, [Discriminator :: d_loss: 0.000661], [ Generator :: loss: 8.382511] epoch: 9503, [Discriminator :: d_loss: 0.000400], [ Generator :: loss: 7.879261] epoch: 9504, [Discriminator :: d_loss: 0.000502], [ Generator :: loss: 7.794754] epoch: 9505, [Discriminator :: d_loss: 0.000432], [ Generator :: loss: 7.861503] epoch: 9506, [Discriminator :: d_loss: 0.000379], [ Generator :: loss: 7.881426] epoch: 9507, [Discriminator :: d_loss: 0.000569], [ Generator :: loss: 7.663999] epoch: 9508, [Discriminator :: d_loss: 0.000393], [ Generator :: loss: 7.798313] epoch: 9509, [Discriminator :: d_loss: 0.000523], [ Generator :: loss: 7.784371] epoch: 9510, [Discriminator :: d_loss: 0.000401], [ Generator :: loss: 8.306488] epoch: 9511, [Discriminator :: d_loss: 0.000433], [ Generator :: loss: 7.755341] epoch: 9512, [Discriminator :: d_loss: 0.000329], [ Generator :: loss: 7.707768] epoch: 9513, [Discriminator :: d_loss: 0.000378], [ Generator :: loss: 7.747766] epoch: 9514, [Discriminator :: d_loss: 0.000534], [ Generator :: loss: 7.610899] epoch: 9515, [Discriminator :: d_loss: 0.000610], [ Generator :: loss: 7.615224] epoch: 9516, [Discriminator :: d_loss: 0.000438], [ Generator :: loss: 7.648543] epoch: 9517, [Discriminator :: d_loss: 0.000471], [ Generator :: loss: 7.694763] epoch: 9518, [Discriminator :: d_loss: 0.000414], [ Generator :: loss: 7.792998] epoch: 9519, [Discriminator :: d_loss: 0.000625], [ Generator :: loss: 8.093216] epoch: 9520, [Discriminator :: d_loss: 0.000459], [ Generator :: loss: 8.928705] epoch: 9521, [Discriminator :: d_loss: 0.000305], [ Generator :: loss: 8.090044] epoch: 9522, [Discriminator :: d_loss: 0.000373], [ Generator :: loss: 7.921308] epoch: 9523, [Discriminator :: d_loss: 0.000330], [ Generator :: loss: 7.899490] epoch: 9524, [Discriminator :: d_loss: 0.000284], [ Generator :: loss: 8.266002] epoch: 9525, [Discriminator :: d_loss: 0.000268], [ Generator :: loss: 7.653511] epoch: 9526, [Discriminator :: d_loss: 0.000419], [ Generator :: loss: 7.830750] epoch: 9527, [Discriminator :: d_loss: 0.000404], [ Generator :: loss: 7.705451] epoch: 9528, [Discriminator :: d_loss: 0.000419], [ Generator :: loss: 7.754902] epoch: 9529, [Discriminator :: d_loss: 0.000338], [ Generator :: loss: 7.766687] epoch: 9530, [Discriminator :: d_loss: 0.000426], [ Generator :: loss: 8.016746] epoch: 9531, [Discriminator :: d_loss: 0.000417], [ Generator :: loss: 7.817605] epoch: 9532, [Discriminator :: d_loss: 0.000382], [ Generator :: loss: 7.757161] epoch: 9533, [Discriminator :: d_loss: 0.000403], [ Generator :: loss: 7.831335] epoch: 9534, [Discriminator :: d_loss: 0.000269], [ Generator :: loss: 7.751765] epoch: 9535, [Discriminator :: d_loss: 0.000353], [ Generator :: loss: 7.805153] epoch: 9536, [Discriminator :: d_loss: 0.000472], [ Generator :: loss: 7.801905] epoch: 9537, [Discriminator :: d_loss: 0.000384], [ Generator :: loss: 7.898342] epoch: 9538, [Discriminator :: d_loss: 0.000332], [ Generator :: loss: 7.758153] epoch: 9539, [Discriminator :: d_loss: 0.000336], [ Generator :: loss: 7.707932] epoch: 9540, [Discriminator :: d_loss: 0.000455], [ Generator :: loss: 8.140589] epoch: 9541, [Discriminator :: d_loss: 0.000389], [ Generator :: loss: 8.139558] epoch: 9542, [Discriminator :: d_loss: 0.000335], [ 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epoch: 9555, [Discriminator :: d_loss: 0.000231], [ Generator :: loss: 8.169968] epoch: 9556, [Discriminator :: d_loss: 0.000288], [ Generator :: loss: 8.184459] epoch: 9557, [Discriminator :: d_loss: 0.000313], [ Generator :: loss: 8.374833] epoch: 9558, [Discriminator :: d_loss: 0.000273], [ Generator :: loss: 7.879624] epoch: 9559, [Discriminator :: d_loss: 0.000310], [ Generator :: loss: 8.049379] epoch: 9560, [Discriminator :: d_loss: 0.000325], [ Generator :: loss: 8.279081] epoch: 9561, [Discriminator :: d_loss: 0.000326], [ Generator :: loss: 8.049498] epoch: 9562, [Discriminator :: d_loss: 0.000201], [ Generator :: loss: 8.207991] epoch: 9563, [Discriminator :: d_loss: 0.000298], [ Generator :: loss: 7.917477] epoch: 9564, [Discriminator :: d_loss: 0.000306], [ Generator :: loss: 7.985527] epoch: 9565, [Discriminator :: d_loss: 0.000347], [ Generator :: loss: 8.004417] epoch: 9566, [Discriminator :: d_loss: 0.000244], [ Generator :: loss: 7.966756] epoch: 9567, [Discriminator :: d_loss: 0.000291], [ Generator :: loss: 8.035868] epoch: 9568, [Discriminator :: d_loss: 0.000276], [ Generator :: loss: 8.421854] epoch: 9569, [Discriminator :: d_loss: 0.000270], [ Generator :: loss: 7.993143] epoch: 9570, [Discriminator :: d_loss: 0.000294], [ Generator :: loss: 8.021912] epoch: 9571, [Discriminator :: d_loss: 0.000241], [ Generator :: loss: 7.892724] epoch: 9572, [Discriminator :: d_loss: 0.000263], [ Generator :: loss: 8.122244] epoch: 9573, [Discriminator :: d_loss: 0.000275], [ Generator :: loss: 7.817760] epoch: 9574, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 8.071081] epoch: 9575, [Discriminator :: d_loss: 0.000219], [ Generator :: loss: 7.990077] epoch: 9576, [Discriminator :: d_loss: 0.000301], [ Generator :: loss: 8.060750] epoch: 9577, [Discriminator :: d_loss: 0.000249], [ Generator :: loss: 8.121387] epoch: 9578, [Discriminator :: d_loss: 0.000262], [ Generator :: loss: 8.074022] epoch: 9579, [Discriminator :: d_loss: 0.000274], [ 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epoch: 9584, [Discriminator :: d_loss: 0.000273], [ Generator :: loss: 8.142124] epoch: 9585, [Discriminator :: d_loss: 0.000213], [ Generator :: loss: 8.258685] epoch: 9586, [Discriminator :: d_loss: 0.000238], [ Generator :: loss: 8.023693] epoch: 9587, [Discriminator :: d_loss: 0.000245], [ Generator :: loss: 7.957622] epoch: 9588, [Discriminator :: d_loss: 0.000210], [ Generator :: loss: 8.055888] epoch: 9589, [Discriminator :: d_loss: 0.000248], [ Generator :: loss: 7.984216] epoch: 9590, [Discriminator :: d_loss: 0.000277], [ Generator :: loss: 7.847798] epoch: 9591, [Discriminator :: d_loss: 0.000219], [ Generator :: loss: 8.243513] epoch: 9592, [Discriminator :: d_loss: 0.000244], [ Generator :: loss: 8.008524] epoch: 9593, [Discriminator :: d_loss: 0.000203], [ Generator :: loss: 8.140549] epoch: 9594, [Discriminator :: d_loss: 0.000293], [ Generator :: loss: 8.365858] epoch: 9595, [Discriminator :: d_loss: 0.000185], [ Generator :: loss: 7.958655] epoch: 9596, [Discriminator :: d_loss: 0.000203], [ Generator :: loss: 8.189967] epoch: 9597, [Discriminator :: d_loss: 0.000222], [ Generator :: loss: 8.115807] epoch: 9598, [Discriminator :: d_loss: 0.000225], [ Generator :: loss: 8.099241] epoch: 9599, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 8.199008] epoch: 9600, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 7.985126] epoch: 9601, [Discriminator :: d_loss: 0.000198], [ Generator :: loss: 8.088738] epoch: 9602, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 8.631907] epoch: 9603, [Discriminator :: d_loss: 0.000259], [ Generator :: loss: 8.231396] epoch: 9604, [Discriminator :: d_loss: 0.000207], [ Generator :: loss: 8.219734] epoch: 9605, [Discriminator :: d_loss: 0.000175], [ Generator :: loss: 8.146166] epoch: 9606, [Discriminator :: d_loss: 0.000253], [ Generator :: loss: 8.111046] epoch: 9607, [Discriminator :: d_loss: 0.000177], [ Generator :: loss: 8.043737] epoch: 9608, [Discriminator :: d_loss: 0.000264], [ Generator :: loss: 8.007399] epoch: 9609, [Discriminator :: d_loss: 0.000256], [ Generator :: loss: 8.306627] epoch: 9610, [Discriminator :: d_loss: 0.000259], [ Generator :: loss: 7.943295] epoch: 9611, [Discriminator :: d_loss: 0.000185], [ Generator :: loss: 8.150478] epoch: 9612, [Discriminator :: d_loss: 0.000282], [ Generator :: loss: 8.555128] epoch: 9613, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.321787] epoch: 9614, [Discriminator :: d_loss: 0.000231], [ Generator :: loss: 8.171017] epoch: 9615, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.098030] epoch: 9616, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 8.167379] epoch: 9617, [Discriminator :: d_loss: 0.000207], [ Generator :: loss: 7.945374] epoch: 9618, [Discriminator :: d_loss: 0.000215], [ Generator :: loss: 8.074705] epoch: 9619, [Discriminator :: d_loss: 0.000253], [ Generator :: loss: 7.903238] epoch: 9620, [Discriminator :: d_loss: 0.000213], [ Generator :: loss: 8.043517] epoch: 9621, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 8.056831] epoch: 9622, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 8.150644] epoch: 9623, [Discriminator :: d_loss: 0.000211], [ Generator :: loss: 8.197788] epoch: 9624, [Discriminator :: d_loss: 0.000210], [ Generator :: loss: 7.997172] epoch: 9625, [Discriminator :: d_loss: 0.000225], [ Generator :: loss: 8.110097] epoch: 9626, [Discriminator :: d_loss: 0.000250], [ Generator :: loss: 7.855649] epoch: 9627, [Discriminator :: d_loss: 0.000213], [ Generator :: loss: 8.114017] epoch: 9628, [Discriminator :: d_loss: 0.000248], [ Generator :: loss: 7.890866] epoch: 9629, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.310436] epoch: 9630, [Discriminator :: d_loss: 0.000289], [ Generator :: loss: 8.198702] epoch: 9631, [Discriminator :: d_loss: 0.000265], [ Generator :: loss: 8.318510] epoch: 9632, [Discriminator :: d_loss: 0.000232], [ Generator :: loss: 8.039664] epoch: 9633, [Discriminator :: d_loss: 0.000227], [ Generator :: loss: 8.074691] epoch: 9634, [Discriminator :: d_loss: 0.000210], [ Generator :: loss: 8.149014] epoch: 9635, [Discriminator :: d_loss: 0.000239], [ Generator :: loss: 8.116742] epoch: 9636, [Discriminator :: d_loss: 0.000173], [ Generator :: loss: 8.263464] epoch: 9637, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 8.048891] epoch: 9638, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 8.389955] epoch: 9639, [Discriminator :: d_loss: 0.000168], [ Generator :: loss: 8.330705] epoch: 9640, [Discriminator :: d_loss: 0.000227], [ Generator :: loss: 8.227253] epoch: 9641, [Discriminator :: d_loss: 0.000226], [ Generator :: loss: 8.221933] epoch: 9642, [Discriminator :: d_loss: 0.000207], [ Generator :: loss: 8.096614] epoch: 9643, [Discriminator :: d_loss: 0.000206], [ Generator :: loss: 8.022182] epoch: 9644, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 8.092051] epoch: 9645, [Discriminator :: d_loss: 0.000170], [ Generator :: loss: 7.896356] epoch: 9646, [Discriminator :: d_loss: 0.000186], [ Generator :: loss: 8.041890] epoch: 9647, [Discriminator :: d_loss: 0.000211], [ Generator :: loss: 7.976572] epoch: 9648, [Discriminator :: d_loss: 0.000208], [ Generator :: loss: 8.305658] epoch: 9649, [Discriminator :: d_loss: 0.000178], [ Generator :: loss: 8.318717] epoch: 9650, [Discriminator :: d_loss: 0.000167], [ Generator :: loss: 8.089455] epoch: 9651, [Discriminator :: d_loss: 0.000235], [ Generator :: loss: 8.028323] epoch: 9652, [Discriminator :: d_loss: 0.000193], [ Generator :: loss: 8.667746] epoch: 9653, [Discriminator :: d_loss: 0.000256], [ Generator :: loss: 8.062559] epoch: 9654, [Discriminator :: d_loss: 0.000142], [ Generator :: loss: 8.007040] epoch: 9655, [Discriminator :: d_loss: 0.000185], [ Generator :: loss: 8.175070] epoch: 9656, [Discriminator :: d_loss: 0.000173], [ Generator :: loss: 8.114668] epoch: 9657, [Discriminator :: d_loss: 0.000200], [ Generator :: loss: 8.252586] epoch: 9658, [Discriminator :: d_loss: 0.000221], [ Generator :: loss: 8.410830] epoch: 9659, [Discriminator :: d_loss: 0.000187], [ Generator :: loss: 8.211277] epoch: 9660, [Discriminator :: d_loss: 0.000187], [ Generator :: loss: 8.080787] epoch: 9661, [Discriminator :: d_loss: 0.000289], [ Generator :: loss: 7.905632] epoch: 9662, [Discriminator :: d_loss: 0.000231], [ Generator :: loss: 8.070247] epoch: 9663, [Discriminator :: d_loss: 0.000187], [ Generator :: loss: 7.990285] epoch: 9664, [Discriminator :: d_loss: 0.000270], [ Generator :: loss: 8.164135] epoch: 9665, [Discriminator :: d_loss: 0.000228], [ Generator :: loss: 7.962029] epoch: 9666, [Discriminator :: d_loss: 0.000198], [ Generator :: loss: 8.095985] epoch: 9667, [Discriminator :: d_loss: 0.000207], [ Generator :: loss: 8.542854] epoch: 9668, [Discriminator :: d_loss: 0.000205], [ Generator :: loss: 8.330204] epoch: 9669, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.257541] epoch: 9670, [Discriminator :: d_loss: 0.000178], [ Generator :: loss: 8.220231] epoch: 9671, [Discriminator :: d_loss: 0.000204], [ Generator :: loss: 8.092416] epoch: 9672, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 8.105667] epoch: 9673, [Discriminator :: d_loss: 0.000227], [ Generator :: loss: 8.014141] epoch: 9674, [Discriminator :: d_loss: 0.000177], [ Generator :: loss: 8.248776] epoch: 9675, [Discriminator :: d_loss: 0.000224], [ Generator :: loss: 8.215757] epoch: 9676, [Discriminator :: d_loss: 0.000197], [ Generator :: loss: 8.034044] epoch: 9677, [Discriminator :: d_loss: 0.000223], [ Generator :: loss: 8.205377] epoch: 9678, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.175816] epoch: 9679, [Discriminator :: d_loss: 0.000170], [ Generator :: loss: 8.117516] epoch: 9680, [Discriminator :: d_loss: 0.000235], [ Generator :: loss: 8.346365] epoch: 9681, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 8.516950] epoch: 9682, [Discriminator :: d_loss: 0.000123], [ Generator :: loss: 8.327259] epoch: 9683, [Discriminator :: d_loss: 0.000262], [ Generator :: loss: 8.353411] epoch: 9684, [Discriminator :: d_loss: 0.000228], [ Generator :: loss: 8.238713] epoch: 9685, [Discriminator :: d_loss: 0.000189], [ Generator :: loss: 8.157463] epoch: 9686, [Discriminator :: d_loss: 0.000218], [ Generator :: loss: 8.533584] epoch: 9687, [Discriminator :: d_loss: 0.000188], [ Generator :: loss: 8.234859]
epoch: 9688, [Discriminator :: d_loss: 0.000217], [ Generator :: loss: 8.207855] epoch: 9689, [Discriminator :: d_loss: 0.000180], [ Generator :: loss: 8.170343] epoch: 9690, [Discriminator :: d_loss: 0.000176], [ Generator :: loss: 8.088579] epoch: 9691, [Discriminator :: d_loss: 0.000171], [ Generator :: loss: 8.256332] epoch: 9692, [Discriminator :: d_loss: 0.000225], [ Generator :: loss: 8.243606] epoch: 9693, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.180094] epoch: 9694, [Discriminator :: d_loss: 0.000180], [ Generator :: loss: 8.313665] epoch: 9695, [Discriminator :: d_loss: 0.000180], [ Generator :: loss: 8.288786] epoch: 9696, [Discriminator :: d_loss: 0.000149], [ Generator :: loss: 8.088448] epoch: 9697, [Discriminator :: d_loss: 0.000227], [ Generator :: loss: 8.221648] epoch: 9698, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.804413] epoch: 9699, [Discriminator :: d_loss: 0.000177], [ Generator :: loss: 8.516537] epoch: 9700, [Discriminator :: d_loss: 0.000155], [ Generator :: loss: 8.666622] epoch: 9701, [Discriminator :: d_loss: 0.000201], [ Generator :: loss: 8.507896] epoch: 9702, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 8.433311] epoch: 9703, [Discriminator :: d_loss: 0.000176], [ Generator :: loss: 8.149588] epoch: 9704, [Discriminator :: d_loss: 0.000219], [ Generator :: loss: 8.071398] epoch: 9705, [Discriminator :: d_loss: 0.000169], [ Generator :: loss: 8.445694] epoch: 9706, [Discriminator :: d_loss: 0.000224], [ Generator :: loss: 7.983287] epoch: 9707, [Discriminator :: d_loss: 0.000237], [ Generator :: loss: 8.393982] epoch: 9708, [Discriminator :: d_loss: 0.000203], [ Generator :: loss: 8.363071] epoch: 9709, [Discriminator :: d_loss: 0.000176], [ Generator :: loss: 8.179058] epoch: 9710, [Discriminator :: d_loss: 0.000161], [ Generator :: loss: 8.454269] epoch: 9711, [Discriminator :: d_loss: 0.000232], [ Generator :: loss: 8.386337] epoch: 9712, [Discriminator :: d_loss: 0.000160], [ Generator :: loss: 8.215533] epoch: 9713, [Discriminator :: d_loss: 0.000190], [ Generator :: loss: 8.214270] epoch: 9714, [Discriminator :: d_loss: 0.000205], [ Generator :: loss: 8.253696] epoch: 9715, [Discriminator :: d_loss: 0.000220], [ Generator :: loss: 8.213490] epoch: 9716, [Discriminator :: d_loss: 0.000228], [ Generator :: loss: 8.427729] epoch: 9717, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.460576] epoch: 9718, [Discriminator :: d_loss: 0.000173], [ Generator :: loss: 8.451256] epoch: 9719, [Discriminator :: d_loss: 0.000203], [ Generator :: loss: 8.455858] epoch: 9720, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 8.415400] epoch: 9721, [Discriminator :: d_loss: 0.000193], [ Generator :: loss: 8.514960] epoch: 9722, [Discriminator :: d_loss: 0.000190], [ Generator :: loss: 8.398521] epoch: 9723, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 8.454853] epoch: 9724, [Discriminator :: d_loss: 0.000179], [ Generator :: loss: 8.339056] epoch: 9725, [Discriminator :: d_loss: 0.000157], [ Generator :: loss: 8.455597] epoch: 9726, [Discriminator :: d_loss: 0.000141], [ Generator :: loss: 8.415498] epoch: 9727, [Discriminator :: d_loss: 0.000158], [ Generator :: loss: 8.340494] epoch: 9728, [Discriminator :: d_loss: 0.000175], [ Generator :: loss: 8.598743] epoch: 9729, [Discriminator :: d_loss: 0.000181], [ Generator :: loss: 8.200279] epoch: 9730, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.321694] epoch: 9731, [Discriminator :: d_loss: 0.000189], [ Generator :: loss: 8.383627] epoch: 9732, [Discriminator :: d_loss: 0.000195], [ Generator :: loss: 8.301568] epoch: 9733, [Discriminator :: d_loss: 0.000165], [ Generator :: loss: 8.623679] epoch: 9734, [Discriminator :: d_loss: 0.000135], [ Generator :: loss: 8.387743] epoch: 9735, [Discriminator :: d_loss: 0.000184], [ Generator :: loss: 8.622253] epoch: 9736, [Discriminator :: d_loss: 0.000149], [ Generator :: loss: 8.546216] epoch: 9737, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.487026] epoch: 9738, [Discriminator :: d_loss: 0.000188], [ Generator :: loss: 8.243143] epoch: 9739, [Discriminator :: d_loss: 0.000121], [ Generator :: loss: 8.423225] epoch: 9740, [Discriminator :: d_loss: 0.000110], [ Generator :: loss: 8.234917] epoch: 9741, [Discriminator :: d_loss: 0.000188], [ Generator :: loss: 8.364502] epoch: 9742, [Discriminator :: d_loss: 0.000175], [ Generator :: loss: 8.509974] epoch: 9743, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 8.580667] epoch: 9744, [Discriminator :: d_loss: 0.000184], [ Generator :: loss: 8.515587] epoch: 9745, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 8.790297] epoch: 9746, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.671650] epoch: 9747, [Discriminator :: d_loss: 0.000133], [ Generator :: loss: 8.651608] epoch: 9748, [Discriminator :: d_loss: 0.000131], [ Generator :: loss: 8.548732] epoch: 9749, [Discriminator :: d_loss: 0.000124], [ Generator :: loss: 8.389477] epoch: 9750, [Discriminator :: d_loss: 0.000129], [ Generator :: loss: 8.847937] epoch: 9751, [Discriminator :: d_loss: 0.000140], [ Generator :: loss: 8.671951] epoch: 9752, [Discriminator :: d_loss: 0.000152], [ Generator :: loss: 8.459396] epoch: 9753, [Discriminator :: d_loss: 0.000147], [ Generator :: loss: 8.987686] epoch: 9754, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 8.660833] epoch: 9755, [Discriminator :: d_loss: 0.000126], [ Generator :: loss: 8.712061] epoch: 9756, [Discriminator :: d_loss: 0.000173], [ Generator :: loss: 8.549603] epoch: 9757, [Discriminator :: d_loss: 0.000118], [ Generator :: loss: 8.403503] epoch: 9758, [Discriminator :: d_loss: 0.000122], [ Generator :: loss: 8.913254] epoch: 9759, [Discriminator :: d_loss: 0.000172], [ Generator :: loss: 8.652833] epoch: 9760, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.563134] epoch: 9761, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 8.536329] epoch: 9762, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 8.683743] epoch: 9763, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.624083] epoch: 9764, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 8.676598] epoch: 9765, [Discriminator :: d_loss: 0.000120], [ Generator :: loss: 8.542955] epoch: 9766, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 8.638248] epoch: 9767, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.495005] epoch: 9768, [Discriminator :: d_loss: 0.000133], [ Generator :: loss: 8.633675] epoch: 9769, [Discriminator :: d_loss: 0.000155], [ Generator :: loss: 8.736165] epoch: 9770, [Discriminator :: d_loss: 0.000134], [ Generator :: loss: 8.515089] epoch: 9771, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 9.223641] epoch: 9772, [Discriminator :: d_loss: 0.000126], [ Generator :: loss: 8.764034] epoch: 9773, [Discriminator :: d_loss: 0.000157], [ Generator :: loss: 8.565233] epoch: 9774, [Discriminator :: d_loss: 0.000120], [ Generator :: loss: 8.614344] epoch: 9775, [Discriminator :: d_loss: 0.000120], [ Generator :: loss: 8.581568] epoch: 9776, [Discriminator :: d_loss: 0.000115], [ Generator :: loss: 8.793766] epoch: 9777, [Discriminator :: d_loss: 0.000141], [ Generator :: loss: 8.612351] epoch: 9778, [Discriminator :: d_loss: 0.000164], [ Generator :: loss: 8.538794] epoch: 9779, [Discriminator :: d_loss: 0.000173], [ Generator :: loss: 8.518128] epoch: 9780, [Discriminator :: d_loss: 0.000163], [ Generator :: loss: 8.847672] epoch: 9781, [Discriminator :: d_loss: 0.000129], [ Generator :: loss: 8.513041] epoch: 9782, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.531693] epoch: 9783, [Discriminator :: d_loss: 0.000110], [ Generator :: loss: 8.725043] epoch: 9784, [Discriminator :: d_loss: 0.000150], [ Generator :: loss: 8.909328] epoch: 9785, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 9.186565] epoch: 9786, [Discriminator :: d_loss: 0.000151], [ Generator :: loss: 9.191059] epoch: 9787, [Discriminator :: d_loss: 0.000126], [ Generator :: loss: 8.560507] epoch: 9788, [Discriminator :: d_loss: 0.000141], [ Generator :: loss: 8.567652] epoch: 9789, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 8.740923] epoch: 9790, [Discriminator :: d_loss: 0.000123], [ Generator :: loss: 8.499016] epoch: 9791, [Discriminator :: d_loss: 0.000147], [ Generator :: loss: 8.571730] epoch: 9792, [Discriminator :: d_loss: 0.000131], [ Generator :: loss: 8.974913] epoch: 9793, [Discriminator :: d_loss: 0.000122], [ Generator :: loss: 8.514776] epoch: 9794, [Discriminator :: d_loss: 0.000136], [ Generator :: loss: 8.572517]
epoch: 9795, [Discriminator :: d_loss: 0.000131], [ Generator :: loss: 8.558153] epoch: 9796, [Discriminator :: d_loss: 0.000134], [ Generator :: loss: 8.582006] epoch: 9797, [Discriminator :: d_loss: 0.000148], [ Generator :: loss: 8.604889] epoch: 9798, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.645710] epoch: 9799, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.506411] epoch: 9800, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 8.825294] epoch: 9801, [Discriminator :: d_loss: 0.000113], [ Generator :: loss: 8.565716] epoch: 9802, [Discriminator :: d_loss: 0.000144], [ Generator :: loss: 8.792740] epoch: 9803, [Discriminator :: d_loss: 0.000113], [ Generator :: loss: 8.719512] epoch: 9804, [Discriminator :: d_loss: 0.000140], [ Generator :: loss: 9.232653] epoch: 9805, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 8.586445] epoch: 9806, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.478348] epoch: 9807, [Discriminator :: d_loss: 0.000130], [ Generator :: loss: 8.593441] epoch: 9808, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 8.853683] epoch: 9809, [Discriminator :: d_loss: 0.000126], [ Generator :: loss: 8.870298] epoch: 9810, [Discriminator :: d_loss: 0.000114], [ Generator :: loss: 8.679640] epoch: 9811, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 8.549012] epoch: 9812, [Discriminator :: d_loss: 0.000133], [ Generator :: loss: 8.737364] epoch: 9813, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 8.852242] epoch: 9814, [Discriminator :: d_loss: 0.000132], [ Generator :: loss: 8.723610] epoch: 9815, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 8.868102] epoch: 9816, [Discriminator :: d_loss: 0.000143], [ Generator :: loss: 8.829040] epoch: 9817, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.593602] epoch: 9818, [Discriminator :: d_loss: 0.000124], [ Generator :: loss: 8.470750] epoch: 9819, [Discriminator :: d_loss: 0.000121], [ Generator :: loss: 8.632885] epoch: 9820, [Discriminator :: d_loss: 0.000120], [ Generator :: loss: 8.835835] epoch: 9821, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 8.931469] epoch: 9822, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 8.842114] epoch: 9823, [Discriminator :: d_loss: 0.000136], [ Generator :: loss: 8.869274] epoch: 9824, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.090384] epoch: 9825, [Discriminator :: d_loss: 0.000129], [ Generator :: loss: 8.699085] epoch: 9826, [Discriminator :: d_loss: 0.000115], [ Generator :: loss: 8.879275] epoch: 9827, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.826787] epoch: 9828, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.636936] epoch: 9829, [Discriminator :: d_loss: 0.000130], [ Generator :: loss: 8.707996] epoch: 9830, [Discriminator :: d_loss: 0.000159], [ Generator :: loss: 8.927540] epoch: 9831, [Discriminator :: d_loss: 0.000113], [ Generator :: loss: 8.683136] epoch: 9832, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.972509] epoch: 9833, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 8.805118] epoch: 9834, [Discriminator :: d_loss: 0.000125], [ Generator :: loss: 8.615477] epoch: 9835, [Discriminator :: d_loss: 0.000130], [ Generator :: loss: 8.655632] epoch: 9836, [Discriminator :: d_loss: 0.000130], [ Generator :: loss: 8.742149] epoch: 9837, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.556960] epoch: 9838, [Discriminator :: d_loss: 0.000121], [ Generator :: loss: 8.872307] epoch: 9839, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.888915] epoch: 9840, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 9.139282] epoch: 9841, [Discriminator :: d_loss: 0.000127], [ Generator :: loss: 8.770354] epoch: 9842, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.749023] epoch: 9843, [Discriminator :: d_loss: 0.000124], [ Generator :: loss: 8.933906] epoch: 9844, [Discriminator :: d_loss: 0.000121], [ Generator :: loss: 9.076957] epoch: 9845, [Discriminator :: d_loss: 0.000125], [ Generator :: loss: 9.127401] epoch: 9846, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 8.741562] epoch: 9847, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 8.908670] epoch: 9848, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 8.852371] epoch: 9849, [Discriminator :: d_loss: 0.000113], [ Generator :: loss: 8.781039] epoch: 9850, [Discriminator :: d_loss: 0.000117], [ Generator :: loss: 9.041889] epoch: 9851, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 8.965877] epoch: 9852, [Discriminator :: d_loss: 0.000106], [ Generator :: loss: 8.843146] epoch: 9853, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 8.888672] epoch: 9854, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 8.712165] epoch: 9855, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.782989] epoch: 9856, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.958917] epoch: 9857, [Discriminator :: d_loss: 0.000103], [ Generator :: loss: 8.829025] epoch: 9858, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 8.855560] epoch: 9859, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.674253] epoch: 9860, [Discriminator :: d_loss: 0.000124], [ Generator :: loss: 8.986882] epoch: 9861, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.809629] epoch: 9862, [Discriminator :: d_loss: 0.000114], [ Generator :: loss: 8.726723] epoch: 9863, [Discriminator :: d_loss: 0.000129], [ Generator :: loss: 9.421454] epoch: 9864, [Discriminator :: d_loss: 0.000130], [ Generator :: loss: 8.907069] epoch: 9865, [Discriminator :: d_loss: 0.000121], [ Generator :: loss: 9.160351] epoch: 9866, [Discriminator :: d_loss: 0.000116], [ Generator :: loss: 8.714916] epoch: 9867, [Discriminator :: d_loss: 0.000122], [ Generator :: loss: 8.634422] epoch: 9868, [Discriminator :: d_loss: 0.000115], [ Generator :: loss: 8.770331] epoch: 9869, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.124259] epoch: 9870, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.098717] epoch: 9871, [Discriminator :: d_loss: 0.000112], [ Generator :: loss: 8.821157] epoch: 9872, [Discriminator :: d_loss: 0.000115], [ Generator :: loss: 8.985361] epoch: 9873, [Discriminator :: d_loss: 0.000126], [ Generator :: loss: 8.740314] epoch: 9874, [Discriminator :: d_loss: 0.000107], [ Generator :: loss: 8.769176] epoch: 9875, [Discriminator :: d_loss: 0.000086], [ Generator :: loss: 9.114096] epoch: 9876, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 9.005425] epoch: 9877, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.721794] epoch: 9878, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 8.789577] epoch: 9879, [Discriminator :: d_loss: 0.000128], [ Generator :: loss: 8.864808] epoch: 9880, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.873582] epoch: 9881, [Discriminator :: d_loss: 0.000114], [ Generator :: loss: 8.732855] epoch: 9882, [Discriminator :: d_loss: 0.000089], [ Generator :: loss: 8.650750] epoch: 9883, [Discriminator :: d_loss: 0.000119], [ Generator :: loss: 9.121775] epoch: 9884, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 9.214495] epoch: 9885, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.854591] epoch: 9886, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 8.987811] epoch: 9887, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 9.088696] epoch: 9888, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.790073] epoch: 9889, [Discriminator :: d_loss: 0.000104], [ Generator :: loss: 8.930226] epoch: 9890, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 8.928420] epoch: 9891, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.685955] epoch: 9892, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.735329] epoch: 9893, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 8.790960] epoch: 9894, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.875444] epoch: 9895, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 9.227279] epoch: 9896, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 8.852007] epoch: 9897, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.810120]
epoch: 9898, [Discriminator :: d_loss: 0.000096], [ Generator :: loss: 9.099575] epoch: 9899, [Discriminator :: d_loss: 0.000099], [ Generator :: loss: 9.052518] epoch: 9900, [Discriminator :: d_loss: 0.000081], [ Generator :: loss: 8.991753] epoch: 9901, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 8.843907] epoch: 9902, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 8.852457] epoch: 9903, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 8.822171] epoch: 9904, [Discriminator :: d_loss: 0.000101], [ Generator :: loss: 9.057278] epoch: 9905, [Discriminator :: d_loss: 0.000097], [ Generator :: loss: 8.960854] epoch: 9906, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 8.896729] epoch: 9907, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 8.811074] epoch: 9908, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 8.938620] epoch: 9909, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 8.903536] epoch: 9910, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 9.174881] epoch: 9911, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.911068] epoch: 9912, [Discriminator :: d_loss: 0.000092], [ Generator :: loss: 9.057644] epoch: 9913, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.025749] epoch: 9914, [Discriminator :: d_loss: 0.000082], [ Generator :: loss: 8.865170] epoch: 9915, [Discriminator :: d_loss: 0.000085], [ Generator :: loss: 9.076980] epoch: 9916, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.273547] epoch: 9917, [Discriminator :: d_loss: 0.000094], [ Generator :: loss: 9.044981] epoch: 9918, [Discriminator :: d_loss: 0.000095], [ Generator :: loss: 8.892119] epoch: 9919, [Discriminator :: d_loss: 0.000090], [ Generator :: loss: 8.760686] epoch: 9920, [Discriminator :: d_loss: 0.000111], [ Generator :: loss: 9.069563] epoch: 9921, [Discriminator :: d_loss: 0.000100], [ Generator :: loss: 9.077287] epoch: 9922, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.125000] epoch: 9923, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 8.966073] epoch: 9924, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.102335] epoch: 9925, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 8.956789] epoch: 9926, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.223633] epoch: 9927, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.330904] epoch: 9928, [Discriminator :: d_loss: 0.000074], [ Generator :: loss: 9.384256] epoch: 9929, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.546247] epoch: 9930, [Discriminator :: d_loss: 0.000087], [ Generator :: loss: 9.042298] epoch: 9931, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.036412] epoch: 9932, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.133993] epoch: 9933, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.011337] epoch: 9934, [Discriminator :: d_loss: 0.000109], [ Generator :: loss: 9.031397] epoch: 9935, [Discriminator :: d_loss: 0.000100], [ Generator :: loss: 8.914967] epoch: 9936, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.376702] epoch: 9937, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.832186] epoch: 9938, [Discriminator :: d_loss: 0.000106], [ Generator :: loss: 9.206814] epoch: 9939, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.010561] epoch: 9940, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 8.978588] epoch: 9941, [Discriminator :: d_loss: 0.000098], [ Generator :: loss: 9.209361] epoch: 9942, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.188172] epoch: 9943, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.683957] epoch: 9944, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.130356] epoch: 9945, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.097619] epoch: 9946, [Discriminator :: d_loss: 0.000105], [ Generator :: loss: 9.225105] epoch: 9947, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 8.896021] epoch: 9948, [Discriminator :: d_loss: 0.000108], [ Generator :: loss: 9.366449] epoch: 9949, [Discriminator :: d_loss: 0.000102], [ Generator :: loss: 9.053580] epoch: 9950, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 8.962175] epoch: 9951, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.220424] epoch: 9952, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.637941] epoch: 9953, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.292216] epoch: 9954, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.177937] epoch: 9955, [Discriminator :: d_loss: 0.000091], [ Generator :: loss: 9.377556] epoch: 9956, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.319717] epoch: 9957, [Discriminator :: d_loss: 0.000044], [ Generator :: loss: 9.139411] epoch: 9958, [Discriminator :: d_loss: 0.000072], [ Generator :: loss: 9.290188] epoch: 9959, [Discriminator :: d_loss: 0.000093], [ Generator :: loss: 9.198850] epoch: 9960, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.211975] epoch: 9961, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.598762] epoch: 9962, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.102009] epoch: 9963, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.121994] epoch: 9964, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.134235] epoch: 9965, [Discriminator :: d_loss: 0.000084], [ Generator :: loss: 9.420107] epoch: 9966, [Discriminator :: d_loss: 0.000067], [ Generator :: loss: 9.159510] epoch: 9967, [Discriminator :: d_loss: 0.000066], [ Generator :: loss: 9.179356] epoch: 9968, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.316829] epoch: 9969, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.246557] epoch: 9970, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 8.987885] epoch: 9971, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.169516] epoch: 9972, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.393368] epoch: 9973, [Discriminator :: d_loss: 0.000083], [ Generator :: loss: 9.068085] epoch: 9974, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.337864] epoch: 9975, [Discriminator :: d_loss: 0.000065], [ Generator :: loss: 9.166965] epoch: 9976, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 8.956811] epoch: 9977, [Discriminator :: d_loss: 0.000061], [ Generator :: loss: 9.357175] epoch: 9978, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.395005] epoch: 9979, [Discriminator :: d_loss: 0.000073], [ Generator :: loss: 9.163880] epoch: 9980, [Discriminator :: d_loss: 0.000064], [ Generator :: loss: 9.254094] epoch: 9981, [Discriminator :: d_loss: 0.000088], [ Generator :: loss: 9.166405] epoch: 9982, [Discriminator :: d_loss: 0.000076], [ Generator :: loss: 9.209005] epoch: 9983, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.178013] epoch: 9984, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.359642] epoch: 9985, [Discriminator :: d_loss: 0.000075], [ Generator :: loss: 9.336540] epoch: 9986, [Discriminator :: d_loss: 0.000068], [ Generator :: loss: 9.289797] epoch: 9987, [Discriminator :: d_loss: 0.000070], [ Generator :: loss: 9.395336] epoch: 9988, [Discriminator :: d_loss: 0.000047], [ Generator :: loss: 9.293799] epoch: 9989, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.094488] epoch: 9990, [Discriminator :: d_loss: 0.000069], [ Generator :: loss: 9.518299] epoch: 9991, [Discriminator :: d_loss: 0.000077], [ Generator :: loss: 9.363876] epoch: 9992, [Discriminator :: d_loss: 0.000079], [ Generator :: loss: 9.625765] epoch: 9993, [Discriminator :: d_loss: 0.000056], [ Generator :: loss: 9.353752] epoch: 9994, [Discriminator :: d_loss: 0.000071], [ Generator :: loss: 9.474812] epoch: 9995, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.487326] epoch: 9996, [Discriminator :: d_loss: 0.000062], [ Generator :: loss: 9.374343] epoch: 9997, [Discriminator :: d_loss: 0.000051], [ Generator :: loss: 9.384562] epoch: 9998, [Discriminator :: d_loss: 0.000080], [ Generator :: loss: 9.305290] epoch: 9999, [Discriminator :: d_loss: 0.000063], [ Generator :: loss: 9.143617]
In [ ]:
import jovian
jovian.commit()
[jovian] Saving notebook..