Updated 22/Nov/2021 by Yoshihisa Nitta 
Training of Generative Adversarial Network for Camel dataset with Tensorflow 2 on Google Colab¶
Train Generative Adversarial Network (GAN) on Camel dataset.
Camel データセットに対して Generative Adversarial Network をGoogle Colab 上の Tensorflow 2 で学習する¶
Camel データセットに対してGenerative Adversarial Network (GAN) を学習させる。
In [1]:
#! pip install tensorflow==2.7.0
In [2]:
%tensorflow_version 2.x
import tensorflow as tf
print(tf.__version__)
2.7.0
In [3]:
! nvidia-smi
! cat /proc/cpuinfo
! cat /etc/issue
! free -h
Mon Nov 22 15:19:42 2021
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 495.44 Driver Version: 460.32.03 CUDA Version: 11.2 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 Tesla P100-PCIE... Off | 00000000:00:04.0 Off | 0 |
| N/A 33C P0 27W / 250W | 0MiB / 16280MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| No running processes found |
+-----------------------------------------------------------------------------+
processor : 0
vendor_id : GenuineIntel
cpu family : 6
model : 79
model name : Intel(R) Xeon(R) CPU @ 2.20GHz
stepping : 0
microcode : 0x1
cpu MHz : 2199.998
cache size : 56320 KB
physical id : 0
siblings : 2
core id : 0
cpu cores : 1
apicid : 0
initial apicid : 0
fpu : yes
fpu_exception : yes
cpuid level : 13
wp : yes
flags : fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single ssbd ibrs ibpb stibp fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx smap xsaveopt arat md_clear arch_capabilities
bugs : cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs taa
bogomips : 4399.99
clflush size : 64
cache_alignment : 64
address sizes : 46 bits physical, 48 bits virtual
power management:
processor : 1
vendor_id : GenuineIntel
cpu family : 6
model : 79
model name : Intel(R) Xeon(R) CPU @ 2.20GHz
stepping : 0
microcode : 0x1
cpu MHz : 2199.998
cache size : 56320 KB
physical id : 0
siblings : 2
core id : 0
cpu cores : 1
apicid : 1
initial apicid : 1
fpu : yes
fpu_exception : yes
cpuid level : 13
wp : yes
flags : fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single ssbd ibrs ibpb stibp fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx smap xsaveopt arat md_clear arch_capabilities
bugs : cpu_meltdown spectre_v1 spectre_v2 spec_store_bypass l1tf mds swapgs taa
bogomips : 4399.99
clflush size : 64
cache_alignment : 64
address sizes : 46 bits physical, 48 bits virtual
power management:
Ubuntu 18.04.5 LTS \n \l
total used free shared buff/cache available
Mem: 12G 739M 9G 1.2M 2.0G 11G
Swap: 0B 0B 0B
In [4]:
from google.colab import drive
drive.mount('/content/drive')
Mounted at /content/drive
In [5]:
! ls /content/drive
MyDrive Shareddrives
Download source file from Google Drive or nw.tsuda.ac.jp¶
Basically, gdown from Google Drive.
Download from nw.tsuda.ac.jp above only if the specifications of Google Drive change and you cannot download from Google Drive.
Google Drive または nw.tsuda.ac.jp からファイルをダウンロードする¶
基本的に、Google Drive から gdown してください。
Google Drive の仕様が変わってダウンロードができない場合にのみ、nw.tsuda.ac.jp からダウンロードしてください。
In [6]:
# Download source file
nw_path = './nw'
! rm -rf {nw_path}
! mkdir -p {nw_path}
if True: # from Google Drive
url_model = 'https://drive.google.com/uc?id=1_kNWJThcbyltlrIofQ7KcpVGefXB6f2C'
! (cd {nw_path}; gdown {url_model})
else: # from nw.tsuda.ac.jp
URL_NW = 'https://nw.tsuda.ac.jp/lec/GoogleColab/pub'
url_model = f'{URL_NW}/models/GAN.py'
! wget -nd {url_model} -P {nw_path}
Downloading... From: https://drive.google.com/uc?id=1_kNWJThcbyltlrIofQ7KcpVGefXB6f2C To: /content/nw/GAN.py 100% 15.9k/15.9k [00:00<00:00, 13.1MB/s]
In [7]:
! cat {nw_path}/GAN.py
import tensorflow as tf
import numpy as np
import matplotlib.pyplot as plt
import os
import pickle as pkl
import datetime
class GAN():
def __init__(
self,
input_dim,
discriminator_conv_filters,
discriminator_conv_kernel_size,
discriminator_conv_strides,
discriminator_batch_norm_momentum,
discriminator_activation,
discriminator_dropout_rate,
discriminator_learning_rate,
generator_initial_dense_layer_size,
generator_upsample,
generator_conv_filters,
generator_conv_kernel_size,
generator_conv_strides,
generator_batch_norm_momentum,
generator_activation,
generator_dropout_rate,
generator_learning_rate,
optimizer,
z_dim,
epoch = 0,
d_losses = [],
g_losses = []
):
self.name = 'gan'
self.input_dim = input_dim
self.discriminator_conv_filters = discriminator_conv_filters
self.discriminator_conv_kernel_size = discriminator_conv_kernel_size
self.discriminator_conv_strides = discriminator_conv_strides
self.discriminator_batch_norm_momentum = discriminator_batch_norm_momentum
self.discriminator_activation = discriminator_activation
self.discriminator_dropout_rate = discriminator_dropout_rate
self.discriminator_learning_rate = discriminator_learning_rate
self.generator_initial_dense_layer_size = generator_initial_dense_layer_size
self.generator_upsample = generator_upsample
self.generator_conv_filters = generator_conv_filters
self.generator_conv_kernel_size = generator_conv_kernel_size
self.generator_conv_strides = generator_conv_strides
self.generator_batch_norm_momentum = generator_batch_norm_momentum
self.generator_activation = generator_activation
self.generator_dropout_rate = generator_dropout_rate
self.generator_learning_rate = generator_learning_rate
self.optimizer = optimizer
self.z_dim = z_dim
self.n_layers_discriminator = len(discriminator_conv_filters)
self.n_layers_generator = len (generator_conv_filters)
self.weight_init = tf.keras.initializers.RandomNormal(mean=0., stddev=0.02)
self.epoch = epoch
self.d_losses = d_losses
self.g_losses = g_losses
self._build_discriminator()
self._build_generator()
self._build_adversarial()
def get_activation(self, activation):
if activation == 'leaky_relu':
layer = tf.keras.layers.LeakyReLU(alpha = 0.2)
else:
layer = tf.keras.layers.Activation(activation)
return layer
def _build_discriminator(self):
### The Discriminator
discriminator_input = tf.keras.layers.Input(shape=self.input_dim, name='discriminator_input')
x = discriminator_input
for i in range(self.n_layers_discriminator):
x = tf.keras.layers.Conv2D(
filters = self.discriminator_conv_filters[i],
kernel_size = self.discriminator_conv_kernel_size[i],
strides = self.discriminator_conv_strides[i],
padding = 'same',
name = 'discriminator_conv_' + str(i),
kernel_initializer = self.weight_init
)(x)
if self.discriminator_batch_norm_momentum and i > 0:
x = tf.keras.layers.BatchNormalization(momentum = self.discriminator_batch_norm_momentum)(x)
x = self.get_activation(self.discriminator_activation)(x)
if self.discriminator_dropout_rate:
x = tf.keras.layers.Dropout(rate=self.discriminator_dropout_rate)(x)
x = tf.keras.layers.Flatten()(x)
discriminator_output = tf.keras.layers.Dense(1, activation='sigmoid', kernel_initializer = self.weight_init)(x)
self.discriminator = tf.keras.models.Model(discriminator_input, discriminator_output)
def _build_generator(self):
### The Generator
generator_input = tf.keras.layers.Input(shape=(self.z_dim,), name='generator_input')
x = generator_input
x = tf.keras.layers.Dense(np.prod(self.generator_initial_dense_layer_size), kernel_initializer = self.weight_init)(x)
if self.generator_batch_norm_momentum:
x = tf.keras.layers.BatchNormalization(momentum=self.generator_batch_norm_momentum)(x)
x = self.get_activation(self.generator_activation)(x)
x = tf.keras.layers.Reshape(self.generator_initial_dense_layer_size)(x)
if self.generator_dropout_rate:
x = tf.keras.layers.Dropout(rate=self.generator_dropout_rate)(x)
for i in range(self.n_layers_generator):
if self.generator_upsample[i] == 2:
x = tf.keras.layers.UpSampling2D()(x)
x = tf.keras.layers.Conv2D(
filters=self.generator_conv_filters[i],
kernel_size=self.generator_conv_kernel_size[i],
padding='same',
strides=self.generator_conv_strides[i],
name='generator_conv_'+str(i),
kernel_initializer=self.weight_init
)(x)
else:
x = tf.keras.layers.Conv2DTranspose(
filters=self.generator_conv_filters[i],
kernel_size=self.generator_conv_kernel_size[i],
padding='same',
strides=self.generator_conv_strides[i],
name='generator_conv_'+str(i),
kernel_initializer=self.weight_init
)(x)
if i < self.n_layers_generator -1:
if self.generator_batch_norm_momentum:
x = tf.keras.layers.BatchNormalization(momentum=self.generator_batch_norm_momentum)(x)
x = self.get_activation(self.generator_activation)(x)
else:
x = tf.keras.layers.Activation('tanh')(x)
generator_output = x
self.generator = tf.keras.models.Model(generator_input, generator_output)
def get_opti(self, lr):
if self.optimizer == 'adam':
opti = tf.keras.optimizers.Adam(learning_rate=lr, beta_1=0.5)
elif self.optimizer == 'rmsprop':
opti = tf.keras.optimizers.RMSprop(learning_rate=lr)
else:
opti = tf.keras.optimizers.Adam(learning_rate=lr)
return opti
def set_trainable(self, m, val):
m.trainable = val
for l in m.layers:
l.trainable = val
def _build_adversarial(self):
### Compile Discriminator
self.discriminator.compile(
optimizer=self.get_opti(self.discriminator_learning_rate),
loss='binary_crossentropy',
metrics=['accuracy']
)
### Compile The Full GAN
self.set_trainable(self.discriminator, False)
model_input = tf.keras.layers.Input(shape=(self.z_dim,), name='model_input')
model_output = self.discriminator(self.generator(model_input))
self.model = tf.keras.models.Model(model_input, model_output)
self.model.compile(
optimizer=self.get_opti(self.generator_learning_rate),
loss='binary_crossentropy',
metrics=['accuracy'],
experimental_run_tf_function=False
)
self.set_trainable(self.discriminator, True)
def train_discriminator(self, x_train, batch_size, using_generator):
valid = np.ones((batch_size, 1))
fake = np.zeros((batch_size, 1))
if using_generator: # when x_train is DataGenerator
true_imgs, _ = next(x_train)
if true.imgs.shape[0] != batch_size:
true_imgs, _ = next(x_train)
else:
idx = np.random.randint(0, x_train.shape[0], batch_size)
true_imgs = x_train[idx]
noise = np.random.normal(0, 1, (batch_size, self.z_dim))
gen_imgs = self.generator.predict(noise)
d_loss_real, d_acc_real = self.discriminator.train_on_batch(true_imgs, valid)
d_loss_fake, d_acc_fake = self.discriminator.train_on_batch(gen_imgs, fake)
d_loss = 0.5 * (d_loss_real + d_loss_fake)
d_acc = 0.5 * (d_acc_real + d_acc_fake)
return [d_loss, d_loss_real, d_loss_fake, d_acc, d_acc_real, d_acc_fake]
def train_generator(self, batch_size):
valid = np.ones((batch_size, 1))
noise = np.random.normal(0, 1, (batch_size, self.z_dim))
return self.model.train_on_batch(noise, valid)
def train(self, x_train, batch_size, epochs, run_folder, print_every_n_batches=1000, using_generator=False):
start_time = datetime.datetime.now()
for epoch in range(self.epoch, epochs):
d = self.train_discriminator(x_train, batch_size, using_generator)
g = self.train_generator(batch_size)
elapsed_time = datetime.datetime.now() - start_time
print(f'{epoch+1} [D loss: {d[0]:.3f} R {d[1]:.3f} F {d[2]:.3f}][D acc: {d[3]:.3f} R {d[4]:.3f} F {d[5]:.3f}][G loss: {g[0]:.3f} acc: {g[1]:.3f}] {elapsed_time}')
self.d_losses.append(d)
self.g_losses.append(g)
self.epoch += 1
if self.epoch % print_every_n_batches == 0:
self.save(run_folder, self.epoch);
self.save(run_folder);
self.save(run_folder, self.epoch)
self.save(run_folder)
def save(self, folder, epoch=None):
if epoch is None:
self.save_params(os.path.join(folder, 'params.pkl'))
#self.save_model(folder)
self.save_weights(folder)
else:
self.save_params(os.path.join(folder, f'params_{epoch}.pkl'))
self.save_weights(folder,epoch)
@staticmethod
def load(folder, epoch=None):
if epoch is None:
params = GAN.load_params(os.path.join(folder, 'params.pkl'))
gan = GAN(*params)
gan.load_weights(folder);
else:
params = GAN.load_params(os.path.join(folder, f'params_{epoch}.pkl'))
gan = GAN(*params)
gan.load_weights(folder, epoch)
return gan
def save_weights(self, run_folder, epoch=None):
if epoch is None:
self.save_model_weights(self.discriminator, os.path.join(run_folder, 'weights/discriminator-weights.h5'))
self.save_model_weights(self.generator, os.path.join(run_folder, 'weights/generator-weights.h5'))
self.save_model_weights(self.model, os.path.join(run_folder, 'weights/weights.h5'))
else:
self.save_model_weights(self.discriminator, os.path.join(run_folder, f'weights/discriminator-weights_{epoch}.h5'))
self.save_model_weights(self.generator, os.path.join(run_folder, f'weights/generator-weights_{epoch}.h5'))
self.save_model_weights(self.model, os.path.join(run_folder, f'weights/weights_{epoch}.h5'))
def load_weights(self, run_folder, epoch=None):
if epoch is None:
self.load_model_weights(self.discriminator, os.path.join(run_folder, 'weights/discriminator-weights.h5'))
self.load_model_weights(self.generator, os.path.join(run_folder, 'weights/generator-weights.h5'))
self.load_model_weights(self.model, os.path.join(run_folder, 'weights/weights.h5'))
else:
self.load_model_weights(self.discriminator, os.path.join(run_folder, f'weights/discriminator-weights_{epoch}.h5'))
self.load_model_weights(self.generator, os.path.join(run_folder, f'weights/generator-weights_{epoch}.h5'))
self.load_model_weights(self.model, os.path.join(run_folder, f'weights/weights_{epoch}.h5'))
def save_model_weights(self, model, filepath):
dpath, fname = os.path.split(filepath)
if dpath != '' and not os.path.exists(dpath):
os.makedirs(dpath)
model.save_weights(filepath)
def load_model_weights(self, model, filepath):
model.load_weights(filepath)
def save_params(self, filepath):
dpath, fname = os.path.split(filepath)
if dpath != '' and not os.path.exists(dpath):
os.makedirs(dpath)
with open(filepath, 'wb') as f:
pkl.dump([
self.input_dim,
self.discriminator_conv_filters,
self.discriminator_conv_kernel_size,
self.discriminator_conv_strides,
self.discriminator_batch_norm_momentum,
self.discriminator_activation,
self.discriminator_dropout_rate,
self.discriminator_learning_rate,
self.generator_initial_dense_layer_size,
self.generator_upsample,
self.generator_conv_filters,
self.generator_conv_kernel_size,
self.generator_conv_strides,
self.generator_batch_norm_momentum,
self.generator_activation,
self.generator_dropout_rate,
self.generator_learning_rate,
self.optimizer,
self.z_dim,
self.epoch,
self.d_losses,
self.g_losses
], f)
@staticmethod
def load_params(filepath):
with open(filepath, 'rb') as f:
params = pkl.load(f)
return params
def generate_images(self, noise=[], n=10):
if len(noise) == 0:
noise = np.random.normal(0, 1, (n, self.z_dim))
imgs = self.generator.predict(noise) # [-1.0,1.0]
imgs = 0.5 * (imgs + 1) # [0.0, 1.0]
imgs = np.clip(imgs, 0, 1)
return imgs
@staticmethod
def showImages(xs, rows=-1, cols=-1, w=2.8, h=2.8, filepath=None):
N = len(xs)
if rows < 0: rows = 1
if cols < 0: cols = (N + rows - 1) // rows
fig, ax = plt.subplots(rows, cols, figsize=(w*cols, h*rows))
idx = 0
for row in range(rows):
for col in range(cols):
if rows == 1 and cols == 1:
axis = ax
elif cols == 1:
axis = ax[row]
elif rows == 1:
axis = ax[col]
else:
axis = ax[row][col]
if idx < N:
axis.imshow(xs[idx], cmap='gray')
axis.axis('off')
idx += 1
if not filepath is None:
dpath, fname = os.path.split(filepath)
if dpath != '' and not os.path.exists(dpath):
os.makedirs(dpath)
fig.savefig(filepath, dpi=600)
plt.close()
else:
plt.show()
def showLoss(self):
d = np.array(self.d_losses)
g = np.array(self.g_losses)
d_loss = d[:, 0]
d_loss_real = d[:, 1]
d_loss_fake = d[:, 2]
g_loss = g[:,0]
GAN.plot_history([d_loss, d_loss_real, d_loss_fake, g_loss], ['d_loss', 'd_loss_real', 'd_loss_fake', 'g_loss'])
def showAcc(self):
d = np.array(self.d_losses)
g = np.array(self.g_losses)
d_acc = d[:, 3]
d_acc_real = d[:, 4]
d_acc_fake = d[:, 5]
g_acc = g[:,1]
GAN.plot_history([d_acc, d_acc_real, d_acc_fake, g_acc], ['d_acc', 'd_acc_real', 'd_acc_fake', 'g_acc'])
@staticmethod
def plot_history(vals, labels):
colors = ['red', 'blue', 'green', 'orange', 'black', 'pink']
n = len(vals)
fig, ax = plt.subplots(1, 1, figsize=(9,4))
for i in range(n):
ax.plot(vals[i], c=colors[i], label=labels[i])
ax.legend(loc='upper right')
ax.set_xlabel('epochs')
# ax[0].set_ylabel('loss')
plt.show()
Preparing Camel dataset¶
Download the camel.npy, which is one of Google's "Quick, Draw!" dataset from https://bit.ly/30HyNqg . Downloaded filename will be full_numpy_bitmap_camel.npy.
full_numpy_bitmap_camel.npy mirrored on my Google Drive:
https://drive.google.com/file/d/1ZUTfp7tbliCfEdhG8jT0xfCTu3ick4Ud/view?usp=sharing
Camel データセットを用意する¶
Google の Quick, Draw! データセット https://bit.ly/30HyNqg から camel.npy をダウンロードする。 ダウンロードしたファイル名は full_numpy_bitmap_camel.npy となる。
自分の Google Drive 上にミラーした full_numpy_bitmap_camel.npy:
https://drive.google.com/file/d/1ZUTfp7tbliCfEdhG8jT0xfCTu3ick4Ud/view?usp=sharing
In [8]:
# Download full_numpy_bitmap_camel.npy from GoogleDrive
MIRRORED_URL = ' https://drive.google.com/uc?id=1ZUTfp7tbliCfEdhG8jT0xfCTu3ick4Ud'
DATA_DIR = 'data'
!mkdir -p {DATA_DIR}
! (cd {DATA_DIR} ; gdown {MIRRORED_URL})
Downloading... From: https://drive.google.com/uc?id=1ZUTfp7tbliCfEdhG8jT0xfCTu3ick4Ud To: /content/data/full_numpy_bitmap_camel.npy 100% 95.2M/95.2M [00:00<00:00, 123MB/s]
In [9]:
! ls -l {DATA_DIR}
total 92948 -rw-r--r-- 1 root root 95176896 Nov 22 15:20 full_numpy_bitmap_camel.npy
In [10]:
# paths to all the image files.
import os
import glob
import numpy as np
data_path = os.path.join(DATA_DIR, 'full_numpy_bitmap_camel.npy')
data_raw = np.load(data_path)
print(data_raw.shape)
all_data = (data_raw.astype('float32') - 127.5) / 127.5 # [0, 255] --> [-1.0, 1.0]
all_data = all_data.reshape(all_data.shape[0], 28, 28, 1)
n_all_data = len(all_data)
print(n_all_data)
(121399, 784) 121399
In [11]:
# select some image files.
n_to_show = 10
selected_indices = np.random.choice(range(n_all_data), n_to_show)
selected_data = all_data[selected_indices]
print(selected_data.shape)
(10, 28, 28, 1)
In [12]:
# Display some images.
%matplotlib inline
import matplotlib.pyplot as plt
fig, ax = plt.subplots(1, n_to_show, figsize=(2.8 * n_to_show, 2.8))
for i, data in enumerate(selected_data):
img = (data + 1) / 2
img = img.reshape(28,28) # (28,28,1) --> (28, 28)
ax[i].imshow(img, cmap='gray')
ax[i].axis('off')
plt.show()
In [13]:
split = 0.05
x_train = all_data[: -int(n_all_data * split)]
x_test = all_data[-int(n_all_data * split):]
print(x_train.shape)
print(x_test.shape)
(115330, 28, 28, 1) (6069, 28, 28, 1)
In [14]:
from nw.GAN import GAN
gan = GAN(
input_dim=(28,28,1),
discriminator_conv_filters=[64, 64, 128, 128],
discriminator_conv_kernel_size=[5,5,5,5],
discriminator_conv_strides=[2,2,2,1],
discriminator_batch_norm_momentum=None,
discriminator_activation='relu',
discriminator_dropout_rate=0.4,
discriminator_learning_rate=0.0008,
generator_initial_dense_layer_size=(7,7,64),
generator_upsample=[2,2,1,1],
generator_conv_filters=[128,64,64,1],
generator_conv_kernel_size=[5,5,5,5],
generator_conv_strides=[1,1,1,1],
generator_batch_norm_momentum=0.9,
generator_activation='relu',
generator_dropout_rate=None,
generator_learning_rate=0.0004,
optimizer='rmsprop',
z_dim=100
)
In [15]:
gan.discriminator.summary()
Model: "model"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
discriminator_input (InputL [(None, 28, 28, 1)] 0
ayer)
discriminator_conv_0 (Conv2 (None, 14, 14, 64) 1664
D)
activation (Activation) (None, 14, 14, 64) 0
dropout (Dropout) (None, 14, 14, 64) 0
discriminator_conv_1 (Conv2 (None, 7, 7, 64) 102464
D)
activation_1 (Activation) (None, 7, 7, 64) 0
dropout_1 (Dropout) (None, 7, 7, 64) 0
discriminator_conv_2 (Conv2 (None, 4, 4, 128) 204928
D)
activation_2 (Activation) (None, 4, 4, 128) 0
dropout_2 (Dropout) (None, 4, 4, 128) 0
discriminator_conv_3 (Conv2 (None, 4, 4, 128) 409728
D)
activation_3 (Activation) (None, 4, 4, 128) 0
dropout_3 (Dropout) (None, 4, 4, 128) 0
flatten (Flatten) (None, 2048) 0
dense (Dense) (None, 1) 2049
=================================================================
Total params: 720,833
Trainable params: 720,833
Non-trainable params: 0
_________________________________________________________________
In [16]:
gan.generator.summary()
Model: "model_1"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
generator_input (InputLayer [(None, 100)] 0
)
dense_1 (Dense) (None, 3136) 316736
batch_normalization (BatchN (None, 3136) 12544
ormalization)
activation_4 (Activation) (None, 3136) 0
reshape (Reshape) (None, 7, 7, 64) 0
up_sampling2d (UpSampling2D (None, 14, 14, 64) 0
)
generator_conv_0 (Conv2D) (None, 14, 14, 128) 204928
batch_normalization_1 (Batc (None, 14, 14, 128) 512
hNormalization)
activation_5 (Activation) (None, 14, 14, 128) 0
up_sampling2d_1 (UpSampling (None, 28, 28, 128) 0
2D)
generator_conv_1 (Conv2D) (None, 28, 28, 64) 204864
batch_normalization_2 (Batc (None, 28, 28, 64) 256
hNormalization)
activation_6 (Activation) (None, 28, 28, 64) 0
generator_conv_2 (Conv2DTra (None, 28, 28, 64) 102464
nspose)
batch_normalization_3 (Batc (None, 28, 28, 64) 256
hNormalization)
activation_7 (Activation) (None, 28, 28, 64) 0
generator_conv_3 (Conv2DTra (None, 28, 28, 1) 1601
nspose)
activation_8 (Activation) (None, 28, 28, 1) 0
=================================================================
Total params: 844,161
Trainable params: 837,377
Non-trainable params: 6,784
_________________________________________________________________
In [17]:
LEARNING_RATE = 0.0005
BATCH_SIZE = 64
In [18]:
MAX_EPOCHS = 4
In [19]:
save_path1 = '/content/drive/MyDrive/ColabRun/GAN_Camel01'
In [20]:
gan.train(
x_train,
batch_size = BATCH_SIZE,
epochs=3,
run_folder=save_path1
)
1 [D loss: 0.719 R 0.700 F 0.737][D acc: 0.117 R 0.234 F 0.000][G loss: 0.666 acc: 1.000] 0:00:18.361476 2 [D loss: 1.294 R 0.619 F 1.969][D acc: 0.500 R 1.000 F 0.000][G loss: 0.647 acc: 1.000] 0:00:18.447547 3 [D loss: 0.668 R 0.641 F 0.694][D acc: 0.500 R 1.000 F 0.000][G loss: 0.613 acc: 1.000] 0:00:18.519547
In [21]:
print(gan.epoch)
3
In [22]:
# Train the model a little more
# もう少し学習を進めてみる
gan.train(
x_train,
batch_size = BATCH_SIZE,
epochs = 10,
run_folder = save_path1
)
4 [D loss: 0.658 R 0.618 F 0.697][D acc: 0.500 R 1.000 F 0.000][G loss: 0.557 acc: 1.000] 0:00:00.076358 5 [D loss: 0.633 R 0.564 F 0.701][D acc: 0.500 R 1.000 F 0.000][G loss: 0.406 acc: 1.000] 0:00:00.146730 6 [D loss: 0.596 R 0.426 F 0.766][D acc: 0.500 R 1.000 F 0.000][G loss: 0.185 acc: 1.000] 0:00:00.220313 7 [D loss: 0.677 R 0.211 F 1.143][D acc: 0.500 R 1.000 F 0.000][G loss: 0.301 acc: 1.000] 0:00:00.295547 8 [D loss: 0.668 R 0.310 F 1.025][D acc: 0.500 R 1.000 F 0.000][G loss: 0.399 acc: 1.000] 0:00:00.365424 9 [D loss: 0.723 R 0.376 F 1.070][D acc: 0.500 R 1.000 F 0.000][G loss: 0.547 acc: 1.000] 0:00:00.441662 10 [D loss: 0.686 R 0.458 F 0.913][D acc: 0.500 R 1.000 F 0.000][G loss: 0.610 acc: 1.000] 0:00:00.523697
In [23]:
# Display the graph of losses in training
%matplotlib inline
gan.showLoss()
In [24]:
# Display the graph of accuracy in training.
%matplotlib inline
gan.showAcc()
In [25]:
! ls -lR {save_path1}
/content/drive/MyDrive/ColabRun/GAN_Camel01: total 1174 -rw------- 1 root root 87471 Nov 22 13:16 params_1000.pkl -rw------- 1 root root 8396 Nov 22 13:15 params_100.pkl -rw------- 1 root root 1016 Nov 22 15:20 params_10.pkl -rw------- 1 root root 175475 Nov 22 13:18 params_2000.pkl -rw------- 1 root root 442 Nov 22 15:20 params_3.pkl -rw------- 1 root root 351483 Nov 22 13:20 params_4000.pkl -rw------- 1 root root 43471 Nov 22 13:16 params_500.pkl -rw------- 1 root root 527491 Nov 22 13:23 params_6000.pkl -rw------- 1 root root 1016 Nov 22 15:20 params.pkl drwx------ 2 root root 4096 Nov 22 15:20 weights /content/drive/MyDrive/ColabRun/GAN_Camel01/weights: total 111020 -rw------- 1 root root 2913592 Nov 22 13:16 discriminator-weights_1000.h5 -rw------- 1 root root 2913592 Nov 22 13:15 discriminator-weights_100.h5 -rw------- 1 root root 2913592 Nov 22 15:20 discriminator-weights_10.h5 -rw------- 1 root root 2913592 Nov 22 13:18 discriminator-weights_2000.h5 -rw------- 1 root root 2913592 Nov 22 15:20 discriminator-weights_3.h5 -rw------- 1 root root 2913592 Nov 22 13:20 discriminator-weights_4000.h5 -rw------- 1 root root 2913592 Nov 22 13:16 discriminator-weights_500.h5 -rw------- 1 root root 2913592 Nov 22 13:23 discriminator-weights_6000.h5 -rw------- 1 root root 2913592 Nov 22 15:20 discriminator-weights.h5 -rw------- 1 root root 3420944 Nov 22 13:16 generator-weights_1000.h5 -rw------- 1 root root 3420944 Nov 22 13:15 generator-weights_100.h5 -rw------- 1 root root 3420800 Nov 22 15:20 generator-weights_10.h5 -rw------- 1 root root 3420944 Nov 22 13:18 generator-weights_2000.h5 -rw------- 1 root root 3420800 Nov 22 15:20 generator-weights_3.h5 -rw------- 1 root root 3420944 Nov 22 13:20 generator-weights_4000.h5 -rw------- 1 root root 3420944 Nov 22 13:16 generator-weights_500.h5 -rw------- 1 root root 3420944 Nov 22 13:23 generator-weights_6000.h5 -rw------- 1 root root 3420800 Nov 22 15:20 generator-weights.h5 -rw------- 1 root root 6296328 Nov 22 13:16 weights_1000.h5 -rw------- 1 root root 6296328 Nov 22 13:15 weights_100.h5 -rw------- 1 root root 6296328 Nov 22 15:20 weights_10.h5 -rw------- 1 root root 6296328 Nov 22 13:18 weights_2000.h5 -rw------- 1 root root 6296328 Nov 22 15:20 weights_3.h5 -rw------- 1 root root 6296328 Nov 22 13:20 weights_4000.h5 -rw------- 1 root root 6296328 Nov 22 13:16 weights_500.h5 -rw------- 1 root root 6296328 Nov 22 13:23 weights_6000.h5 -rw------- 1 root root 6296328 Nov 22 15:20 weights.h5
In [29]:
# Load the saved parameters and weights.
# 保存してある学習結果をロードする。
gan_work = GAN.load(save_path1)
# Display the epoch count of the model.
# training のepoch回数を表示する。
print(gan_work.epoch)
10
In [30]:
# Training in addition
# 追加で training する。
gan_work.train(
x_train,
batch_size = BATCH_SIZE,
epochs = 100,
run_folder = save_path1
)
11 [D loss: 2.874 R 0.474 F 5.274][D acc: 0.500 R 1.000 F 0.000][G loss: 0.609 acc: 1.000] 0:00:02.074458 12 [D loss: 0.612 R 0.450 F 0.773][D acc: 0.500 R 1.000 F 0.000][G loss: 0.611 acc: 1.000] 0:00:02.150539 13 [D loss: 0.607 R 0.415 F 0.799][D acc: 0.500 R 1.000 F 0.000][G loss: 0.616 acc: 1.000] 0:00:02.224499 14 [D loss: 0.579 R 0.363 F 0.795][D acc: 0.500 R 1.000 F 0.000][G loss: 0.629 acc: 1.000] 0:00:02.300022 15 [D loss: 0.546 R 0.306 F 0.785][D acc: 0.500 R 1.000 F 0.000][G loss: 0.643 acc: 1.000] 0:00:02.378579 16 [D loss: 0.500 R 0.226 F 0.774][D acc: 0.500 R 1.000 F 0.000][G loss: 0.655 acc: 1.000] 0:00:02.452946 17 [D loss: 0.454 R 0.154 F 0.755][D acc: 0.500 R 1.000 F 0.000][G loss: 0.674 acc: 1.000] 0:00:02.548717 18 [D loss: 0.398 R 0.072 F 0.725][D acc: 0.500 R 1.000 F 0.000][G loss: 0.691 acc: 0.766] 0:00:02.624110 19 [D loss: 0.362 R 0.026 F 0.698][D acc: 0.523 R 1.000 F 0.047][G loss: 0.705 acc: 0.000] 0:00:02.695926 20 [D loss: 0.345 R 0.009 F 0.680][D acc: 1.000 R 1.000 F 1.000][G loss: 0.742 acc: 0.000] 0:00:02.783846 21 [D loss: 0.325 R 0.005 F 0.645][D acc: 1.000 R 1.000 F 1.000][G loss: 0.922 acc: 0.000] 0:00:02.857696 22 [D loss: 0.257 R 0.001 F 0.513][D acc: 1.000 R 1.000 F 1.000][G loss: 1.842 acc: 0.000] 0:00:02.931887 23 [D loss: 0.289 R 0.006 F 0.572][D acc: 0.859 R 1.000 F 0.719][G loss: 7.917 acc: 0.000] 0:00:03.015184 24 [D loss: 1.790 R 3.149 F 0.431][D acc: 0.531 R 0.062 F 1.000][G loss: 1.204 acc: 0.000] 0:00:03.093734 25 [D loss: 0.247 R 0.004 F 0.491][D acc: 0.984 R 1.000 F 0.969][G loss: 0.546 acc: 0.703] 0:00:03.169031 26 [D loss: 0.904 R 0.002 F 1.806][D acc: 0.500 R 1.000 F 0.000][G loss: 0.575 acc: 0.828] 0:00:03.254866 27 [D loss: 0.754 R 0.065 F 1.443][D acc: 0.508 R 1.000 F 0.016][G loss: 0.674 acc: 0.641] 0:00:03.334769 28 [D loss: 0.781 R 0.251 F 1.311][D acc: 0.492 R 0.938 F 0.047][G loss: 0.830 acc: 0.141] 0:00:03.419883 29 [D loss: 0.618 R 0.392 F 0.845][D acc: 0.555 R 0.891 F 0.219][G loss: 0.768 acc: 0.250] 0:00:03.503162 30 [D loss: 0.519 R 0.358 F 0.680][D acc: 0.742 R 0.953 F 0.531][G loss: 0.631 acc: 0.750] 0:00:03.575848 31 [D loss: 0.367 R 0.238 F 0.497][D acc: 0.891 R 1.000 F 0.781][G loss: 0.361 acc: 0.969] 0:00:03.650663 32 [D loss: 0.378 R 0.248 F 0.509][D acc: 0.867 R 0.938 F 0.797][G loss: 0.210 acc: 0.984] 0:00:03.736369 33 [D loss: 0.167 R 0.184 F 0.150][D acc: 0.992 R 1.000 F 0.984][G loss: 0.047 acc: 1.000] 0:00:03.810635 34 [D loss: 0.135 R 0.076 F 0.194][D acc: 0.938 R 0.969 F 0.906][G loss: 0.041 acc: 1.000] 0:00:03.884898 35 [D loss: 0.241 R 0.133 F 0.349][D acc: 0.898 R 0.969 F 0.828][G loss: 0.078 acc: 1.000] 0:00:03.958258 36 [D loss: 0.431 R 0.550 F 0.312][D acc: 0.820 R 0.766 F 0.875][G loss: 0.003 acc: 1.000] 0:00:04.053414 37 [D loss: 0.136 R 0.006 F 0.265][D acc: 0.930 R 1.000 F 0.859][G loss: 0.005 acc: 1.000] 0:00:04.130776 38 [D loss: 0.277 R 0.077 F 0.476][D acc: 0.891 R 0.984 F 0.797][G loss: 0.062 acc: 1.000] 0:00:04.204110 39 [D loss: 0.368 R 0.349 F 0.386][D acc: 0.836 R 0.844 F 0.828][G loss: 0.019 acc: 1.000] 0:00:04.280325 40 [D loss: 0.157 R 0.062 F 0.253][D acc: 0.938 R 1.000 F 0.875][G loss: 0.085 acc: 1.000] 0:00:04.353925 41 [D loss: 0.953 R 0.301 F 1.605][D acc: 0.594 R 0.875 F 0.312][G loss: 0.578 acc: 0.844] 0:00:04.435647 42 [D loss: 0.954 R 0.855 F 1.053][D acc: 0.328 R 0.516 F 0.141][G loss: 0.711 acc: 0.422] 0:00:04.509116 43 [D loss: 0.589 R 0.355 F 0.823][D acc: 0.555 R 0.938 F 0.172][G loss: 0.861 acc: 0.000] 0:00:04.600301 44 [D loss: 0.470 R 0.333 F 0.607][D acc: 0.898 R 0.953 F 0.844][G loss: 1.070 acc: 0.000] 0:00:04.678762 45 [D loss: 0.344 R 0.134 F 0.555][D acc: 0.914 R 1.000 F 0.828][G loss: 1.434 acc: 0.000] 0:00:04.749846 46 [D loss: 0.322 R 0.149 F 0.495][D acc: 0.938 R 0.953 F 0.922][G loss: 2.104 acc: 0.000] 0:00:04.825849 47 [D loss: 0.304 R 0.044 F 0.564][D acc: 0.867 R 0.984 F 0.750][G loss: 3.140 acc: 0.000] 0:00:04.908714 48 [D loss: 0.693 R 0.132 F 1.254][D acc: 0.734 R 0.984 F 0.484][G loss: 2.245 acc: 0.000] 0:00:04.985574 49 [D loss: 0.671 R 0.360 F 0.982][D acc: 0.578 R 0.891 F 0.266][G loss: 2.955 acc: 0.000] 0:00:05.056635 50 [D loss: 0.245 R 0.358 F 0.133][D acc: 0.930 R 0.859 F 1.000][G loss: 3.638 acc: 0.000] 0:00:05.135518 51 [D loss: 0.144 R 0.126 F 0.163][D acc: 0.992 R 0.984 F 1.000][G loss: 2.227 acc: 0.000] 0:00:05.207430 52 [D loss: 0.308 R 0.202 F 0.413][D acc: 0.875 R 0.906 F 0.844][G loss: 1.544 acc: 0.219] 0:00:05.277434 53 [D loss: 0.675 R 0.090 F 1.260][D acc: 0.578 R 0.969 F 0.188][G loss: 6.270 acc: 0.000] 0:00:05.359146 54 [D loss: 0.731 R 1.397 F 0.064][D acc: 0.625 R 0.250 F 1.000][G loss: 1.737 acc: 0.047] 0:00:05.449254 55 [D loss: 0.127 R 0.197 F 0.057][D acc: 0.969 R 0.938 F 1.000][G loss: 0.881 acc: 0.438] 0:00:05.528307 56 [D loss: 0.044 R 0.066 F 0.021][D acc: 0.992 R 0.984 F 1.000][G loss: 0.232 acc: 0.969] 0:00:05.606547 57 [D loss: 0.048 R 0.083 F 0.012][D acc: 0.984 R 0.969 F 1.000][G loss: 0.071 acc: 1.000] 0:00:05.683062 58 [D loss: 0.067 R 0.119 F 0.016][D acc: 0.977 R 0.953 F 1.000][G loss: 0.040 acc: 1.000] 0:00:05.753690 59 [D loss: 0.044 R 0.069 F 0.020][D acc: 0.992 R 0.984 F 1.000][G loss: 0.055 acc: 1.000] 0:00:05.827500 60 [D loss: 0.019 R 0.017 F 0.021][D acc: 1.000 R 1.000 F 1.000][G loss: 0.048 acc: 1.000] 0:00:05.900269 61 [D loss: 0.016 R 0.005 F 0.027][D acc: 1.000 R 1.000 F 1.000][G loss: 0.123 acc: 0.969] 0:00:05.971907 62 [D loss: 0.214 R 0.013 F 0.415][D acc: 0.898 R 1.000 F 0.797][G loss: 4.398 acc: 0.000] 0:00:06.046029 63 [D loss: 1.206 R 1.393 F 1.020][D acc: 0.305 R 0.469 F 0.141][G loss: 2.420 acc: 0.031] 0:00:06.121777 64 [D loss: 0.083 R 0.102 F 0.064][D acc: 1.000 R 1.000 F 1.000][G loss: 0.917 acc: 0.500] 0:00:06.199235 65 [D loss: 1.381 R 0.083 F 2.678][D acc: 0.484 R 0.969 F 0.000][G loss: 1.120 acc: 0.109] 0:00:06.307239 66 [D loss: 0.639 R 0.510 F 0.768][D acc: 0.555 R 0.766 F 0.344][G loss: 0.915 acc: 0.266] 0:00:06.431293 67 [D loss: 0.517 R 0.356 F 0.678][D acc: 0.758 R 0.984 F 0.531][G loss: 1.144 acc: 0.031] 0:00:06.510260 68 [D loss: 0.535 R 0.398 F 0.672][D acc: 0.711 R 0.922 F 0.500][G loss: 1.231 acc: 0.000] 0:00:06.584316 69 [D loss: 0.578 R 0.520 F 0.636][D acc: 0.688 R 0.781 F 0.594][G loss: 0.885 acc: 0.172] 0:00:06.655900 70 [D loss: 0.424 R 0.285 F 0.563][D acc: 0.836 R 0.984 F 0.688][G loss: 1.191 acc: 0.016] 0:00:06.730511 71 [D loss: 0.701 R 0.797 F 0.604][D acc: 0.734 R 0.828 F 0.641][G loss: 0.651 acc: 0.641] 0:00:06.802560 72 [D loss: 0.508 R 0.423 F 0.592][D acc: 0.805 R 0.953 F 0.656][G loss: 1.025 acc: 0.078] 0:00:06.877083 73 [D loss: 0.750 R 0.637 F 0.863][D acc: 0.578 R 0.844 F 0.312][G loss: 0.854 acc: 0.109] 0:00:06.953352 74 [D loss: 0.434 R 0.351 F 0.517][D acc: 0.867 R 0.938 F 0.797][G loss: 1.029 acc: 0.047] 0:00:07.025127 75 [D loss: 0.718 R 0.577 F 0.859][D acc: 0.578 R 0.828 F 0.328][G loss: 0.948 acc: 0.047] 0:00:07.096671 76 [D loss: 0.428 R 0.378 F 0.478][D acc: 0.930 R 0.922 F 0.938][G loss: 1.128 acc: 0.031] 0:00:07.168202 77 [D loss: 0.638 R 0.346 F 0.929][D acc: 0.617 R 0.906 F 0.328][G loss: 1.252 acc: 0.000] 0:00:07.242227 78 [D loss: 0.679 R 0.710 F 0.647][D acc: 0.633 R 0.641 F 0.625][G loss: 0.782 acc: 0.203] 0:00:07.314119 79 [D loss: 0.367 R 0.220 F 0.513][D acc: 0.930 R 0.984 F 0.875][G loss: 1.207 acc: 0.000] 0:00:07.391873 80 [D loss: 0.488 R 0.260 F 0.716][D acc: 0.758 R 0.969 F 0.547][G loss: 1.532 acc: 0.000] 0:00:07.483895 81 [D loss: 0.651 R 0.633 F 0.668][D acc: 0.656 R 0.672 F 0.641][G loss: 1.109 acc: 0.000] 0:00:07.562666 82 [D loss: 0.309 R 0.128 F 0.490][D acc: 0.961 R 0.984 F 0.938][G loss: 1.445 acc: 0.000] 0:00:07.636396 83 [D loss: 0.308 R 0.213 F 0.403][D acc: 0.977 R 0.969 F 0.984][G loss: 2.004 acc: 0.000] 0:00:07.719164 84 [D loss: 0.321 R 0.215 F 0.428][D acc: 0.930 R 0.922 F 0.938][G loss: 2.408 acc: 0.000] 0:00:07.790836 85 [D loss: 0.306 R 0.259 F 0.353][D acc: 0.930 R 0.906 F 0.953][G loss: 2.227 acc: 0.000] 0:00:07.865563 86 [D loss: 0.230 R 0.037 F 0.423][D acc: 0.914 R 1.000 F 0.828][G loss: 4.328 acc: 0.000] 0:00:07.956257 87 [D loss: 1.097 R 1.813 F 0.382][D acc: 0.648 R 0.297 F 1.000][G loss: 1.271 acc: 0.047] 0:00:08.031191 88 [D loss: 0.418 R 0.004 F 0.831][D acc: 0.773 R 1.000 F 0.547][G loss: 1.368 acc: 0.016] 0:00:08.105510 89 [D loss: 0.481 R 0.053 F 0.908][D acc: 0.648 R 0.969 F 0.328][G loss: 1.678 acc: 0.000] 0:00:08.178031 90 [D loss: 0.407 R 0.272 F 0.543][D acc: 0.844 R 0.906 F 0.781][G loss: 1.728 acc: 0.000] 0:00:08.258194 91 [D loss: 0.561 R 0.347 F 0.776][D acc: 0.680 R 0.844 F 0.516][G loss: 2.044 acc: 0.000] 0:00:08.331403 92 [D loss: 0.496 R 0.697 F 0.295][D acc: 0.781 R 0.562 F 1.000][G loss: 1.759 acc: 0.000] 0:00:08.402922 93 [D loss: 0.414 R 0.189 F 0.639][D acc: 0.844 R 0.984 F 0.703][G loss: 2.053 acc: 0.000] 0:00:08.485194 94 [D loss: 0.375 R 0.312 F 0.439][D acc: 0.859 R 0.859 F 0.859][G loss: 1.888 acc: 0.016] 0:00:08.560134 95 [D loss: 0.311 R 0.259 F 0.364][D acc: 0.922 R 0.906 F 0.938][G loss: 1.357 acc: 0.188] 0:00:08.633112 96 [D loss: 2.089 R 0.274 F 3.903][D acc: 0.461 R 0.891 F 0.031][G loss: 7.056 acc: 0.000] 0:00:08.715767 97 [D loss: 0.587 R 0.877 F 0.298][D acc: 0.773 R 0.547 F 1.000][G loss: 0.678 acc: 0.531] 0:00:08.794403 98 [D loss: 0.328 R 0.178 F 0.479][D acc: 0.898 R 0.984 F 0.812][G loss: 0.715 acc: 0.594] 0:00:08.873206 99 [D loss: 1.069 R 0.323 F 1.815][D acc: 0.453 R 0.875 F 0.031][G loss: 1.352 acc: 0.031] 0:00:08.948090 100 [D loss: 0.853 R 0.849 F 0.858][D acc: 0.367 R 0.500 F 0.234][G loss: 0.785 acc: 0.203] 0:00:09.020536
In [31]:
# Training in addition
# 追加で training する。
gan_work.train(
x_train,
batch_size = BATCH_SIZE,
epochs = 500,
run_folder = save_path1,
print_every_n_batches = 2000
)
101 [D loss: 0.650 R 0.543 F 0.756][D acc: 0.664 R 0.828 F 0.500][G loss: 0.880 acc: 0.109] 0:00:00.094852 102 [D loss: 0.624 R 0.522 F 0.727][D acc: 0.664 R 0.844 F 0.484][G loss: 0.899 acc: 0.141] 0:00:00.171586 103 [D loss: 0.592 R 0.451 F 0.732][D acc: 0.688 R 0.906 F 0.469][G loss: 0.900 acc: 0.172] 0:00:00.253105 104 [D loss: 0.665 R 0.565 F 0.765][D acc: 0.602 R 0.797 F 0.406][G loss: 0.902 acc: 0.031] 0:00:00.328818 105 [D loss: 0.577 R 0.450 F 0.703][D acc: 0.680 R 0.828 F 0.531][G loss: 1.014 acc: 0.047] 0:00:00.402697 106 [D loss: 0.670 R 0.560 F 0.781][D acc: 0.594 R 0.797 F 0.391][G loss: 0.989 acc: 0.000] 0:00:00.475427 107 [D loss: 0.674 R 0.570 F 0.778][D acc: 0.562 R 0.734 F 0.391][G loss: 0.968 acc: 0.031] 0:00:00.556540 108 [D loss: 0.683 R 0.569 F 0.797][D acc: 0.547 R 0.719 F 0.375][G loss: 0.989 acc: 0.016] 0:00:00.628548 109 [D loss: 0.678 R 0.649 F 0.706][D acc: 0.594 R 0.703 F 0.484][G loss: 0.959 acc: 0.047] 0:00:00.706406 110 [D loss: 0.629 R 0.588 F 0.670][D acc: 0.672 R 0.719 F 0.625][G loss: 1.004 acc: 0.000] 0:00:00.780564 111 [D loss: 0.719 R 0.632 F 0.806][D acc: 0.445 R 0.625 F 0.266][G loss: 0.885 acc: 0.078] 0:00:00.855843 112 [D loss: 0.708 R 0.681 F 0.736][D acc: 0.492 R 0.547 F 0.438][G loss: 0.795 acc: 0.234] 0:00:00.927096 113 [D loss: 0.682 R 0.638 F 0.725][D acc: 0.570 R 0.719 F 0.422][G loss: 0.785 acc: 0.188] 0:00:01.008001 114 [D loss: 0.680 R 0.578 F 0.782][D acc: 0.578 R 0.812 F 0.344][G loss: 0.763 acc: 0.375] 0:00:01.087455 115 [D loss: 0.657 R 0.578 F 0.736][D acc: 0.602 R 0.812 F 0.391][G loss: 0.788 acc: 0.266] 0:00:01.165658 116 [D loss: 0.668 R 0.592 F 0.744][D acc: 0.586 R 0.672 F 0.500][G loss: 0.729 acc: 0.453] 0:00:01.247448 117 [D loss: 0.619 R 0.523 F 0.715][D acc: 0.656 R 0.844 F 0.469][G loss: 0.756 acc: 0.297] 0:00:01.320741 118 [D loss: 0.687 R 0.541 F 0.833][D acc: 0.516 R 0.812 F 0.219][G loss: 0.795 acc: 0.250] 0:00:01.393282 119 [D loss: 0.646 R 0.547 F 0.745][D acc: 0.648 R 0.828 F 0.469][G loss: 0.896 acc: 0.125] 0:00:01.480339 120 [D loss: 0.657 R 0.480 F 0.835][D acc: 0.602 R 0.891 F 0.312][G loss: 0.958 acc: 0.016] 0:00:01.552717 121 [D loss: 0.696 R 0.609 F 0.782][D acc: 0.484 R 0.625 F 0.344][G loss: 0.909 acc: 0.031] 0:00:01.623468 122 [D loss: 0.706 R 0.634 F 0.779][D acc: 0.484 R 0.625 F 0.344][G loss: 0.851 acc: 0.062] 0:00:01.702258 123 [D loss: 0.664 R 0.645 F 0.683][D acc: 0.633 R 0.656 F 0.609][G loss: 0.851 acc: 0.062] 0:00:01.790175 124 [D loss: 0.651 R 0.563 F 0.740][D acc: 0.617 R 0.688 F 0.547][G loss: 0.829 acc: 0.031] 0:00:01.866548 125 [D loss: 0.645 R 0.670 F 0.621][D acc: 0.656 R 0.469 F 0.844][G loss: 0.865 acc: 0.078] 0:00:01.946660 126 [D loss: 0.626 R 0.542 F 0.710][D acc: 0.656 R 0.781 F 0.531][G loss: 0.846 acc: 0.094] 0:00:02.042157 127 [D loss: 0.663 R 0.579 F 0.746][D acc: 0.594 R 0.734 F 0.453][G loss: 0.871 acc: 0.109] 0:00:02.118976 128 [D loss: 0.607 R 0.610 F 0.604][D acc: 0.734 R 0.672 F 0.797][G loss: 1.054 acc: 0.016] 0:00:02.195400 129 [D loss: 0.617 R 0.548 F 0.686][D acc: 0.617 R 0.703 F 0.531][G loss: 0.965 acc: 0.125] 0:00:02.266906 130 [D loss: 0.662 R 0.489 F 0.836][D acc: 0.602 R 0.797 F 0.406][G loss: 1.048 acc: 0.000] 0:00:02.341456 131 [D loss: 0.627 R 0.597 F 0.657][D acc: 0.664 R 0.625 F 0.703][G loss: 0.896 acc: 0.000] 0:00:02.417616 132 [D loss: 0.540 R 0.421 F 0.658][D acc: 0.734 R 0.781 F 0.688][G loss: 1.009 acc: 0.016] 0:00:02.491718 133 [D loss: 0.511 R 0.325 F 0.696][D acc: 0.781 R 0.859 F 0.703][G loss: 1.162 acc: 0.000] 0:00:02.567913 134 [D loss: 0.543 R 0.399 F 0.687][D acc: 0.719 R 0.797 F 0.641][G loss: 1.185 acc: 0.000] 0:00:02.651503 135 [D loss: 0.572 R 0.536 F 0.607][D acc: 0.711 R 0.656 F 0.766][G loss: 1.141 acc: 0.000] 0:00:02.725706 136 [D loss: 0.475 R 0.350 F 0.600][D acc: 0.820 R 0.859 F 0.781][G loss: 1.271 acc: 0.000] 0:00:02.801431 137 [D loss: 0.646 R 0.526 F 0.767][D acc: 0.664 R 0.703 F 0.625][G loss: 0.983 acc: 0.031] 0:00:02.877976 138 [D loss: 0.602 R 0.598 F 0.607][D acc: 0.727 R 0.688 F 0.766][G loss: 1.171 acc: 0.016] 0:00:02.951717 139 [D loss: 0.635 R 0.446 F 0.825][D acc: 0.594 R 0.797 F 0.391][G loss: 1.039 acc: 0.016] 0:00:03.055956 140 [D loss: 0.799 R 0.614 F 0.984][D acc: 0.508 R 0.656 F 0.359][G loss: 1.018 acc: 0.000] 0:00:03.138119 141 [D loss: 0.674 R 0.672 F 0.677][D acc: 0.602 R 0.609 F 0.594][G loss: 0.939 acc: 0.031] 0:00:03.215289 142 [D loss: 0.646 R 0.542 F 0.749][D acc: 0.633 R 0.703 F 0.562][G loss: 0.939 acc: 0.031] 0:00:03.299759 143 [D loss: 0.644 R 0.527 F 0.760][D acc: 0.656 R 0.734 F 0.578][G loss: 0.922 acc: 0.109] 0:00:03.389522 144 [D loss: 0.665 R 0.566 F 0.764][D acc: 0.609 R 0.688 F 0.531][G loss: 0.850 acc: 0.203] 0:00:03.467650 145 [D loss: 0.678 R 0.580 F 0.775][D acc: 0.547 R 0.672 F 0.422][G loss: 0.831 acc: 0.312] 0:00:03.545199 146 [D loss: 0.924 R 0.599 F 1.249][D acc: 0.430 R 0.609 F 0.250][G loss: 0.904 acc: 0.078] 0:00:03.618377 147 [D loss: 0.707 R 0.723 F 0.692][D acc: 0.523 R 0.422 F 0.625][G loss: 0.827 acc: 0.125] 0:00:03.690434 148 [D loss: 0.706 R 0.712 F 0.700][D acc: 0.508 R 0.422 F 0.594][G loss: 0.843 acc: 0.094] 0:00:03.761683 149 [D loss: 0.706 R 0.712 F 0.700][D acc: 0.492 R 0.422 F 0.562][G loss: 0.779 acc: 0.156] 0:00:03.838456 150 [D loss: 0.698 R 0.666 F 0.731][D acc: 0.523 R 0.578 F 0.469][G loss: 0.831 acc: 0.078] 0:00:03.923601 151 [D loss: 0.677 R 0.690 F 0.664][D acc: 0.578 R 0.516 F 0.641][G loss: 0.780 acc: 0.125] 0:00:03.996135 152 [D loss: 0.674 R 0.676 F 0.673][D acc: 0.586 R 0.516 F 0.656][G loss: 0.816 acc: 0.156] 0:00:04.087542 153 [D loss: 0.705 R 0.710 F 0.699][D acc: 0.477 R 0.422 F 0.531][G loss: 0.806 acc: 0.047] 0:00:04.175716 154 [D loss: 0.682 R 0.684 F 0.681][D acc: 0.570 R 0.609 F 0.531][G loss: 0.835 acc: 0.109] 0:00:04.248179 155 [D loss: 0.702 R 0.711 F 0.693][D acc: 0.477 R 0.406 F 0.547][G loss: 0.828 acc: 0.188] 0:00:04.337122 156 [D loss: 0.696 R 0.737 F 0.655][D acc: 0.523 R 0.328 F 0.719][G loss: 0.817 acc: 0.062] 0:00:04.423425 157 [D loss: 0.708 R 0.717 F 0.698][D acc: 0.477 R 0.438 F 0.516][G loss: 0.758 acc: 0.172] 0:00:04.497650 158 [D loss: 0.696 R 0.680 F 0.712][D acc: 0.461 R 0.484 F 0.438][G loss: 0.772 acc: 0.062] 0:00:04.584704 159 [D loss: 0.686 R 0.682 F 0.690][D acc: 0.531 R 0.500 F 0.562][G loss: 0.794 acc: 0.031] 0:00:04.670597 160 [D loss: 0.704 R 0.716 F 0.692][D acc: 0.484 R 0.406 F 0.562][G loss: 0.774 acc: 0.047] 0:00:04.743695 161 [D loss: 0.673 R 0.676 F 0.671][D acc: 0.617 R 0.562 F 0.672][G loss: 0.806 acc: 0.047] 0:00:04.839447 162 [D loss: 0.686 R 0.698 F 0.673][D acc: 0.555 R 0.453 F 0.656][G loss: 0.800 acc: 0.062] 0:00:04.918681 163 [D loss: 0.681 R 0.683 F 0.679][D acc: 0.586 R 0.562 F 0.609][G loss: 0.823 acc: 0.031] 0:00:04.990308 164 [D loss: 0.684 R 0.706 F 0.662][D acc: 0.586 R 0.438 F 0.734][G loss: 0.805 acc: 0.109] 0:00:05.074145 165 [D loss: 0.716 R 0.740 F 0.693][D acc: 0.492 R 0.391 F 0.594][G loss: 0.823 acc: 0.078] 0:00:05.147662 166 [D loss: 0.701 R 0.701 F 0.701][D acc: 0.500 R 0.469 F 0.531][G loss: 0.759 acc: 0.125] 0:00:05.240304 167 [D loss: 0.671 R 0.618 F 0.725][D acc: 0.570 R 0.719 F 0.422][G loss: 0.790 acc: 0.109] 0:00:05.367012 168 [D loss: 0.669 R 0.631 F 0.708][D acc: 0.617 R 0.719 F 0.516][G loss: 0.813 acc: 0.109] 0:00:05.454408 169 [D loss: 0.682 R 0.674 F 0.691][D acc: 0.531 R 0.531 F 0.531][G loss: 0.784 acc: 0.109] 0:00:05.535328 170 [D loss: 0.682 R 0.624 F 0.740][D acc: 0.562 R 0.734 F 0.391][G loss: 0.812 acc: 0.062] 0:00:05.609919 171 [D loss: 0.659 R 0.625 F 0.692][D acc: 0.648 R 0.703 F 0.594][G loss: 0.827 acc: 0.078] 0:00:05.685636 172 [D loss: 0.692 R 0.617 F 0.767][D acc: 0.562 R 0.656 F 0.469][G loss: 0.852 acc: 0.016] 0:00:05.761281 173 [D loss: 0.692 R 0.704 F 0.679][D acc: 0.531 R 0.406 F 0.656][G loss: 0.796 acc: 0.062] 0:00:05.835500 174 [D loss: 0.682 R 0.687 F 0.678][D acc: 0.609 R 0.531 F 0.688][G loss: 0.796 acc: 0.109] 0:00:05.910987 175 [D loss: 0.691 R 0.641 F 0.740][D acc: 0.523 R 0.609 F 0.438][G loss: 0.820 acc: 0.016] 0:00:05.983477 176 [D loss: 0.675 R 0.664 F 0.686][D acc: 0.617 R 0.562 F 0.672][G loss: 0.810 acc: 0.016] 0:00:06.072156 177 [D loss: 0.709 R 0.653 F 0.764][D acc: 0.531 R 0.641 F 0.422][G loss: 0.784 acc: 0.141] 0:00:06.145358 178 [D loss: 0.663 R 0.656 F 0.671][D acc: 0.578 R 0.531 F 0.625][G loss: 0.795 acc: 0.141] 0:00:06.216689 179 [D loss: 0.685 R 0.649 F 0.720][D acc: 0.586 R 0.625 F 0.547][G loss: 0.974 acc: 0.016] 0:00:06.292013 180 [D loss: 0.726 R 0.771 F 0.682][D acc: 0.461 R 0.266 F 0.656][G loss: 0.825 acc: 0.000] 0:00:06.364637 181 [D loss: 0.695 R 0.666 F 0.724][D acc: 0.500 R 0.500 F 0.500][G loss: 0.767 acc: 0.109] 0:00:06.439132 182 [D loss: 0.687 R 0.657 F 0.717][D acc: 0.547 R 0.547 F 0.547][G loss: 0.772 acc: 0.047] 0:00:06.517163 183 [D loss: 0.691 R 0.672 F 0.709][D acc: 0.523 R 0.531 F 0.516][G loss: 0.773 acc: 0.109] 0:00:06.594004 184 [D loss: 0.690 R 0.691 F 0.689][D acc: 0.547 R 0.500 F 0.594][G loss: 0.769 acc: 0.078] 0:00:06.670396 185 [D loss: 0.704 R 0.692 F 0.716][D acc: 0.477 R 0.406 F 0.547][G loss: 0.751 acc: 0.062] 0:00:06.750916 186 [D loss: 0.697 R 0.707 F 0.687][D acc: 0.492 R 0.359 F 0.625][G loss: 0.746 acc: 0.141] 0:00:06.824790 187 [D loss: 0.684 R 0.689 F 0.680][D acc: 0.562 R 0.438 F 0.688][G loss: 0.768 acc: 0.016] 0:00:06.920766 188 [D loss: 0.702 R 0.715 F 0.690][D acc: 0.562 R 0.453 F 0.672][G loss: 0.763 acc: 0.078] 0:00:06.995319 189 [D loss: 0.685 R 0.677 F 0.694][D acc: 0.570 R 0.578 F 0.562][G loss: 0.767 acc: 0.078] 0:00:07.073661 190 [D loss: 0.697 R 0.688 F 0.706][D acc: 0.492 R 0.469 F 0.516][G loss: 0.765 acc: 0.125] 0:00:07.149165 191 [D loss: 0.691 R 0.710 F 0.672][D acc: 0.523 R 0.375 F 0.672][G loss: 0.759 acc: 0.141] 0:00:07.224052 192 [D loss: 0.681 R 0.693 F 0.670][D acc: 0.539 R 0.500 F 0.578][G loss: 0.764 acc: 0.078] 0:00:07.297199 193 [D loss: 0.692 R 0.701 F 0.682][D acc: 0.477 R 0.359 F 0.594][G loss: 0.770 acc: 0.078] 0:00:07.370811 194 [D loss: 0.692 R 0.688 F 0.695][D acc: 0.508 R 0.500 F 0.516][G loss: 0.754 acc: 0.125] 0:00:07.451899 195 [D loss: 0.685 R 0.698 F 0.672][D acc: 0.539 R 0.406 F 0.672][G loss: 0.749 acc: 0.094] 0:00:07.531832 196 [D loss: 0.703 R 0.693 F 0.713][D acc: 0.477 R 0.453 F 0.500][G loss: 0.746 acc: 0.078] 0:00:07.603594 197 [D loss: 0.676 R 0.691 F 0.662][D acc: 0.547 R 0.453 F 0.641][G loss: 0.807 acc: 0.109] 0:00:07.679901 198 [D loss: 0.704 R 0.753 F 0.655][D acc: 0.578 R 0.297 F 0.859][G loss: 0.855 acc: 0.000] 0:00:07.752699 199 [D loss: 0.701 R 0.722 F 0.681][D acc: 0.531 R 0.391 F 0.672][G loss: 0.763 acc: 0.031] 0:00:07.826332 200 [D loss: 0.676 R 0.584 F 0.769][D acc: 0.633 R 0.844 F 0.422][G loss: 0.780 acc: 0.016] 0:00:07.906555 201 [D loss: 0.681 R 0.642 F 0.720][D acc: 0.625 R 0.672 F 0.578][G loss: 0.764 acc: 0.109] 0:00:07.979738 202 [D loss: 0.697 R 0.623 F 0.772][D acc: 0.539 R 0.703 F 0.375][G loss: 0.753 acc: 0.125] 0:00:08.063090 203 [D loss: 0.683 R 0.633 F 0.732][D acc: 0.555 R 0.688 F 0.422][G loss: 0.758 acc: 0.094] 0:00:08.153004 204 [D loss: 0.676 R 0.602 F 0.750][D acc: 0.602 R 0.859 F 0.344][G loss: 0.760 acc: 0.125] 0:00:08.225718 205 [D loss: 0.677 R 0.653 F 0.701][D acc: 0.562 R 0.578 F 0.547][G loss: 0.798 acc: 0.078] 0:00:08.297979 206 [D loss: 0.712 R 0.647 F 0.777][D acc: 0.492 R 0.656 F 0.328][G loss: 0.755 acc: 0.094] 0:00:08.381560 207 [D loss: 0.669 R 0.670 F 0.667][D acc: 0.617 R 0.547 F 0.688][G loss: 0.769 acc: 0.156] 0:00:08.457808 208 [D loss: 0.669 R 0.625 F 0.713][D acc: 0.570 R 0.656 F 0.484][G loss: 0.840 acc: 0.016] 0:00:08.530934 209 [D loss: 0.647 R 0.672 F 0.622][D acc: 0.688 R 0.547 F 0.828][G loss: 0.963 acc: 0.078] 0:00:08.604990 210 [D loss: 0.694 R 0.659 F 0.729][D acc: 0.539 R 0.531 F 0.547][G loss: 0.786 acc: 0.109] 0:00:08.680431 211 [D loss: 0.685 R 0.644 F 0.726][D acc: 0.547 R 0.625 F 0.469][G loss: 0.861 acc: 0.078] 0:00:08.757318 212 [D loss: 0.611 R 0.680 F 0.542][D acc: 0.711 R 0.500 F 0.922][G loss: 1.057 acc: 0.078] 0:00:08.830936 213 [D loss: 0.712 R 0.651 F 0.773][D acc: 0.547 R 0.656 F 0.438][G loss: 0.936 acc: 0.031] 0:00:08.908412 214 [D loss: 0.698 R 0.662 F 0.734][D acc: 0.594 R 0.594 F 0.594][G loss: 0.852 acc: 0.062] 0:00:08.980039 215 [D loss: 0.677 R 0.636 F 0.718][D acc: 0.578 R 0.672 F 0.484][G loss: 0.789 acc: 0.141] 0:00:09.056025 216 [D loss: 0.679 R 0.647 F 0.711][D acc: 0.609 R 0.641 F 0.578][G loss: 0.797 acc: 0.203] 0:00:09.136810 217 [D loss: 0.669 R 0.619 F 0.719][D acc: 0.617 R 0.734 F 0.500][G loss: 0.793 acc: 0.188] 0:00:09.212839 218 [D loss: 0.685 R 0.643 F 0.727][D acc: 0.578 R 0.703 F 0.453][G loss: 0.780 acc: 0.188] 0:00:09.289696 219 [D loss: 0.679 R 0.633 F 0.724][D acc: 0.625 R 0.734 F 0.516][G loss: 0.823 acc: 0.172] 0:00:09.363290 220 [D loss: 0.678 R 0.686 F 0.671][D acc: 0.586 R 0.562 F 0.609][G loss: 0.871 acc: 0.094] 0:00:09.445835 221 [D loss: 0.659 R 0.675 F 0.643][D acc: 0.641 R 0.562 F 0.719][G loss: 0.947 acc: 0.078] 0:00:09.523291 222 [D loss: 0.689 R 0.694 F 0.683][D acc: 0.570 R 0.516 F 0.625][G loss: 0.928 acc: 0.078] 0:00:09.598733 223 [D loss: 0.702 R 0.701 F 0.703][D acc: 0.461 R 0.469 F 0.453][G loss: 0.782 acc: 0.219] 0:00:09.670105 224 [D loss: 0.672 R 0.640 F 0.705][D acc: 0.594 R 0.672 F 0.516][G loss: 0.824 acc: 0.078] 0:00:09.745817 225 [D loss: 0.619 R 0.612 F 0.627][D acc: 0.766 R 0.828 F 0.703][G loss: 0.833 acc: 0.156] 0:00:09.818935 226 [D loss: 0.689 R 0.695 F 0.684][D acc: 0.602 R 0.594 F 0.609][G loss: 0.779 acc: 0.219] 0:00:09.891769 227 [D loss: 0.705 R 0.625 F 0.786][D acc: 0.484 R 0.672 F 0.297][G loss: 0.775 acc: 0.250] 0:00:09.969763 228 [D loss: 0.653 R 0.618 F 0.689][D acc: 0.633 R 0.672 F 0.594][G loss: 0.774 acc: 0.297] 0:00:10.048483 229 [D loss: 0.677 R 0.649 F 0.705][D acc: 0.562 R 0.609 F 0.516][G loss: 0.777 acc: 0.219] 0:00:10.123863 230 [D loss: 0.683 R 0.633 F 0.732][D acc: 0.586 R 0.625 F 0.547][G loss: 0.819 acc: 0.125] 0:00:10.202326 231 [D loss: 0.637 R 0.604 F 0.669][D acc: 0.680 R 0.734 F 0.625][G loss: 0.842 acc: 0.109] 0:00:10.273901 232 [D loss: 0.661 R 0.634 F 0.687][D acc: 0.602 R 0.609 F 0.594][G loss: 0.963 acc: 0.094] 0:00:10.344482 233 [D loss: 0.665 R 0.687 F 0.643][D acc: 0.594 R 0.500 F 0.688][G loss: 1.110 acc: 0.000] 0:00:10.420524 234 [D loss: 0.689 R 0.700 F 0.678][D acc: 0.531 R 0.531 F 0.531][G loss: 0.805 acc: 0.188] 0:00:10.495062 235 [D loss: 0.700 R 0.633 F 0.766][D acc: 0.539 R 0.656 F 0.422][G loss: 0.777 acc: 0.234] 0:00:10.568458 236 [D loss: 0.676 R 0.624 F 0.728][D acc: 0.531 R 0.641 F 0.422][G loss: 0.813 acc: 0.109] 0:00:10.649454 237 [D loss: 0.658 R 0.653 F 0.662][D acc: 0.617 R 0.578 F 0.656][G loss: 0.818 acc: 0.188] 0:00:10.726864 238 [D loss: 0.649 R 0.614 F 0.684][D acc: 0.656 R 0.688 F 0.625][G loss: 0.866 acc: 0.141] 0:00:10.797018 239 [D loss: 0.698 R 0.609 F 0.788][D acc: 0.531 R 0.703 F 0.359][G loss: 0.821 acc: 0.234] 0:00:10.879713 240 [D loss: 0.654 R 0.612 F 0.695][D acc: 0.617 R 0.625 F 0.609][G loss: 0.849 acc: 0.266] 0:00:10.953340 241 [D loss: 0.650 R 0.620 F 0.680][D acc: 0.664 R 0.656 F 0.672][G loss: 1.006 acc: 0.031] 0:00:11.027230 242 [D loss: 0.692 R 0.684 F 0.699][D acc: 0.547 R 0.469 F 0.625][G loss: 1.009 acc: 0.000] 0:00:11.105090 243 [D loss: 0.694 R 0.648 F 0.741][D acc: 0.562 R 0.625 F 0.500][G loss: 0.845 acc: 0.094] 0:00:11.200449 244 [D loss: 0.646 R 0.636 F 0.656][D acc: 0.672 R 0.672 F 0.672][G loss: 0.850 acc: 0.172] 0:00:11.274083 245 [D loss: 0.654 R 0.631 F 0.676][D acc: 0.609 R 0.609 F 0.609][G loss: 0.941 acc: 0.094] 0:00:11.347618 246 [D loss: 0.654 R 0.583 F 0.725][D acc: 0.688 R 0.703 F 0.672][G loss: 0.952 acc: 0.094] 0:00:11.450371 247 [D loss: 0.675 R 0.682 F 0.667][D acc: 0.562 R 0.562 F 0.562][G loss: 0.939 acc: 0.062] 0:00:11.523269 248 [D loss: 0.650 R 0.619 F 0.681][D acc: 0.656 R 0.672 F 0.641][G loss: 0.980 acc: 0.125] 0:00:11.597964 249 [D loss: 0.680 R 0.659 F 0.700][D acc: 0.586 R 0.562 F 0.609][G loss: 0.864 acc: 0.125] 0:00:11.671227 250 [D loss: 0.678 R 0.661 F 0.695][D acc: 0.602 R 0.625 F 0.578][G loss: 0.908 acc: 0.078] 0:00:11.742530 251 [D loss: 0.671 R 0.609 F 0.734][D acc: 0.617 R 0.703 F 0.531][G loss: 0.873 acc: 0.094] 0:00:11.817660 252 [D loss: 0.698 R 0.692 F 0.704][D acc: 0.531 R 0.547 F 0.516][G loss: 0.890 acc: 0.047] 0:00:11.893930 253 [D loss: 0.650 R 0.667 F 0.633][D acc: 0.656 R 0.562 F 0.750][G loss: 0.984 acc: 0.047] 0:00:11.964997 254 [D loss: 0.699 R 0.709 F 0.688][D acc: 0.562 R 0.500 F 0.625][G loss: 0.920 acc: 0.188] 0:00:12.046816 255 [D loss: 0.700 R 0.578 F 0.822][D acc: 0.602 R 0.734 F 0.469][G loss: 0.864 acc: 0.062] 0:00:12.133062 256 [D loss: 0.654 R 0.649 F 0.659][D acc: 0.633 R 0.594 F 0.672][G loss: 0.879 acc: 0.062] 0:00:12.208400 257 [D loss: 0.671 R 0.646 F 0.697][D acc: 0.602 R 0.625 F 0.578][G loss: 0.935 acc: 0.047] 0:00:12.281096 258 [D loss: 0.693 R 0.699 F 0.686][D acc: 0.602 R 0.547 F 0.656][G loss: 0.887 acc: 0.094] 0:00:12.371510 259 [D loss: 0.603 R 0.595 F 0.610][D acc: 0.750 R 0.750 F 0.750][G loss: 0.881 acc: 0.141] 0:00:12.446659 260 [D loss: 0.690 R 0.627 F 0.754][D acc: 0.531 R 0.609 F 0.453][G loss: 0.839 acc: 0.203] 0:00:12.522121 261 [D loss: 0.681 R 0.650 F 0.712][D acc: 0.625 R 0.656 F 0.594][G loss: 0.950 acc: 0.156] 0:00:12.592546 262 [D loss: 0.667 R 0.666 F 0.669][D acc: 0.672 R 0.625 F 0.719][G loss: 0.918 acc: 0.031] 0:00:12.681882 263 [D loss: 0.703 R 0.657 F 0.748][D acc: 0.516 R 0.547 F 0.484][G loss: 0.864 acc: 0.078] 0:00:12.763605 264 [D loss: 0.670 R 0.645 F 0.696][D acc: 0.602 R 0.656 F 0.547][G loss: 0.808 acc: 0.281] 0:00:12.837004 265 [D loss: 0.665 R 0.632 F 0.698][D acc: 0.641 R 0.719 F 0.562][G loss: 0.858 acc: 0.125] 0:00:12.929827 266 [D loss: 0.652 R 0.643 F 0.662][D acc: 0.609 R 0.609 F 0.609][G loss: 0.884 acc: 0.219] 0:00:13.007714 267 [D loss: 0.627 R 0.603 F 0.652][D acc: 0.609 R 0.656 F 0.562][G loss: 1.045 acc: 0.078] 0:00:13.079627 268 [D loss: 0.685 R 0.720 F 0.651][D acc: 0.586 R 0.516 F 0.656][G loss: 1.044 acc: 0.062] 0:00:13.164237 269 [D loss: 0.653 R 0.613 F 0.694][D acc: 0.617 R 0.672 F 0.562][G loss: 0.881 acc: 0.219] 0:00:13.259682 270 [D loss: 0.682 R 0.622 F 0.742][D acc: 0.617 R 0.656 F 0.578][G loss: 0.846 acc: 0.203] 0:00:13.330875 271 [D loss: 0.647 R 0.562 F 0.732][D acc: 0.680 R 0.844 F 0.516][G loss: 0.847 acc: 0.250] 0:00:13.400117 272 [D loss: 0.626 R 0.593 F 0.659][D acc: 0.625 R 0.641 F 0.609][G loss: 0.867 acc: 0.219] 0:00:13.480222 273 [D loss: 0.650 R 0.578 F 0.722][D acc: 0.617 R 0.734 F 0.500][G loss: 0.860 acc: 0.219] 0:00:13.564098 274 [D loss: 0.687 R 0.669 F 0.705][D acc: 0.547 R 0.562 F 0.531][G loss: 0.843 acc: 0.219] 0:00:13.639663 275 [D loss: 0.692 R 0.634 F 0.751][D acc: 0.555 R 0.578 F 0.531][G loss: 0.882 acc: 0.109] 0:00:13.715011 276 [D loss: 0.676 R 0.689 F 0.663][D acc: 0.500 R 0.438 F 0.562][G loss: 0.885 acc: 0.156] 0:00:13.793737 277 [D loss: 0.675 R 0.676 F 0.673][D acc: 0.586 R 0.547 F 0.625][G loss: 0.975 acc: 0.094] 0:00:13.866263 278 [D loss: 0.668 R 0.705 F 0.631][D acc: 0.602 R 0.531 F 0.672][G loss: 0.899 acc: 0.109] 0:00:13.939554 279 [D loss: 0.690 R 0.601 F 0.778][D acc: 0.531 R 0.719 F 0.344][G loss: 0.835 acc: 0.109] 0:00:14.020239 280 [D loss: 0.677 R 0.634 F 0.720][D acc: 0.555 R 0.625 F 0.484][G loss: 0.869 acc: 0.219] 0:00:14.100632 281 [D loss: 0.669 R 0.678 F 0.660][D acc: 0.594 R 0.578 F 0.609][G loss: 0.827 acc: 0.219] 0:00:14.181348 282 [D loss: 0.659 R 0.634 F 0.685][D acc: 0.695 R 0.766 F 0.625][G loss: 0.875 acc: 0.172] 0:00:14.256004 283 [D loss: 0.629 R 0.638 F 0.620][D acc: 0.664 R 0.688 F 0.641][G loss: 0.876 acc: 0.203] 0:00:14.328378 284 [D loss: 0.704 R 0.674 F 0.734][D acc: 0.594 R 0.625 F 0.562][G loss: 0.837 acc: 0.109] 0:00:14.404872 285 [D loss: 0.637 R 0.607 F 0.666][D acc: 0.656 R 0.688 F 0.625][G loss: 0.933 acc: 0.125] 0:00:14.482234 286 [D loss: 0.663 R 0.643 F 0.682][D acc: 0.609 R 0.625 F 0.594][G loss: 1.019 acc: 0.078] 0:00:14.555413 287 [D loss: 0.683 R 0.586 F 0.780][D acc: 0.594 R 0.734 F 0.453][G loss: 0.834 acc: 0.281] 0:00:14.628392 288 [D loss: 0.649 R 0.597 F 0.700][D acc: 0.641 R 0.688 F 0.594][G loss: 0.882 acc: 0.156] 0:00:14.699794 289 [D loss: 0.636 R 0.594 F 0.678][D acc: 0.656 R 0.719 F 0.594][G loss: 0.928 acc: 0.141] 0:00:14.781287 290 [D loss: 0.642 R 0.600 F 0.683][D acc: 0.617 R 0.625 F 0.609][G loss: 0.972 acc: 0.141] 0:00:14.860374 291 [D loss: 0.694 R 0.717 F 0.670][D acc: 0.570 R 0.516 F 0.625][G loss: 0.965 acc: 0.141] 0:00:14.954550 292 [D loss: 0.640 R 0.641 F 0.639][D acc: 0.633 R 0.578 F 0.688][G loss: 0.887 acc: 0.141] 0:00:15.052964 293 [D loss: 0.643 R 0.646 F 0.641][D acc: 0.680 R 0.641 F 0.719][G loss: 0.871 acc: 0.172] 0:00:15.138998 294 [D loss: 0.691 R 0.581 F 0.801][D acc: 0.508 R 0.688 F 0.328][G loss: 0.935 acc: 0.094] 0:00:15.239526 295 [D loss: 0.681 R 0.652 F 0.710][D acc: 0.570 R 0.578 F 0.562][G loss: 0.929 acc: 0.078] 0:00:15.319119 296 [D loss: 0.643 R 0.655 F 0.631][D acc: 0.617 R 0.562 F 0.672][G loss: 1.013 acc: 0.062] 0:00:15.415586 297 [D loss: 0.641 R 0.677 F 0.605][D acc: 0.633 R 0.547 F 0.719][G loss: 1.037 acc: 0.047] 0:00:15.490222 298 [D loss: 0.660 R 0.613 F 0.706][D acc: 0.586 R 0.609 F 0.562][G loss: 0.884 acc: 0.141] 0:00:15.574920 299 [D loss: 0.675 R 0.666 F 0.684][D acc: 0.555 R 0.562 F 0.547][G loss: 0.951 acc: 0.156] 0:00:15.657609 300 [D loss: 0.650 R 0.660 F 0.640][D acc: 0.641 R 0.609 F 0.672][G loss: 0.946 acc: 0.141] 0:00:15.737119 301 [D loss: 0.621 R 0.580 F 0.662][D acc: 0.641 R 0.641 F 0.641][G loss: 0.829 acc: 0.203] 0:00:15.816687 302 [D loss: 0.634 R 0.540 F 0.729][D acc: 0.617 R 0.734 F 0.500][G loss: 0.906 acc: 0.172] 0:00:15.912639 303 [D loss: 0.653 R 0.551 F 0.755][D acc: 0.625 R 0.750 F 0.500][G loss: 0.873 acc: 0.172] 0:00:15.984746 304 [D loss: 0.661 R 0.563 F 0.758][D acc: 0.594 R 0.688 F 0.500][G loss: 0.900 acc: 0.172] 0:00:16.058370 305 [D loss: 0.711 R 0.718 F 0.704][D acc: 0.555 R 0.484 F 0.625][G loss: 0.878 acc: 0.078] 0:00:16.134178 306 [D loss: 0.726 R 0.689 F 0.764][D acc: 0.492 R 0.531 F 0.453][G loss: 0.842 acc: 0.156] 0:00:16.228820 307 [D loss: 0.660 R 0.628 F 0.692][D acc: 0.570 R 0.625 F 0.516][G loss: 0.875 acc: 0.109] 0:00:16.506354 308 [D loss: 0.654 R 0.637 F 0.671][D acc: 0.633 R 0.625 F 0.641][G loss: 0.856 acc: 0.062] 0:00:16.587875 309 [D loss: 0.648 R 0.633 F 0.664][D acc: 0.648 R 0.609 F 0.688][G loss: 0.895 acc: 0.094] 0:00:16.659849 310 [D loss: 0.693 R 0.661 F 0.725][D acc: 0.586 R 0.547 F 0.625][G loss: 0.889 acc: 0.125] 0:00:16.732696 311 [D loss: 0.678 R 0.650 F 0.706][D acc: 0.578 R 0.625 F 0.531][G loss: 0.820 acc: 0.203] 0:00:16.805493 312 [D loss: 0.683 R 0.659 F 0.708][D acc: 0.578 R 0.578 F 0.578][G loss: 0.863 acc: 0.156] 0:00:16.882806 313 [D loss: 0.616 R 0.602 F 0.630][D acc: 0.688 R 0.641 F 0.734][G loss: 0.873 acc: 0.172] 0:00:16.958372 314 [D loss: 0.670 R 0.623 F 0.717][D acc: 0.633 R 0.656 F 0.609][G loss: 0.880 acc: 0.141] 0:00:17.031665 315 [D loss: 0.670 R 0.661 F 0.680][D acc: 0.594 R 0.609 F 0.578][G loss: 0.858 acc: 0.094] 0:00:17.108378 316 [D loss: 0.654 R 0.631 F 0.677][D acc: 0.625 R 0.688 F 0.562][G loss: 0.899 acc: 0.172] 0:00:17.197109 317 [D loss: 0.643 R 0.693 F 0.593][D acc: 0.641 R 0.500 F 0.781][G loss: 1.004 acc: 0.047] 0:00:17.271514 318 [D loss: 0.687 R 0.550 F 0.823][D acc: 0.555 R 0.781 F 0.328][G loss: 0.883 acc: 0.094] 0:00:17.343116 319 [D loss: 0.655 R 0.590 F 0.719][D acc: 0.602 R 0.641 F 0.562][G loss: 0.870 acc: 0.219] 0:00:17.422524 320 [D loss: 0.651 R 0.643 F 0.659][D acc: 0.641 R 0.625 F 0.656][G loss: 0.889 acc: 0.125] 0:00:17.499066 321 [D loss: 0.606 R 0.578 F 0.633][D acc: 0.703 R 0.734 F 0.672][G loss: 0.977 acc: 0.156] 0:00:17.570349 322 [D loss: 0.645 R 0.647 F 0.642][D acc: 0.594 R 0.562 F 0.625][G loss: 0.983 acc: 0.094] 0:00:17.647054 323 [D loss: 0.707 R 0.611 F 0.802][D acc: 0.492 R 0.641 F 0.344][G loss: 0.814 acc: 0.250] 0:00:17.719443 324 [D loss: 0.617 R 0.595 F 0.638][D acc: 0.695 R 0.703 F 0.688][G loss: 0.903 acc: 0.125] 0:00:17.795898 325 [D loss: 0.675 R 0.607 F 0.744][D acc: 0.609 R 0.672 F 0.547][G loss: 0.858 acc: 0.203] 0:00:17.889308 326 [D loss: 0.601 R 0.546 F 0.657][D acc: 0.688 R 0.734 F 0.641][G loss: 0.939 acc: 0.203] 0:00:17.962998 327 [D loss: 0.719 R 0.633 F 0.804][D acc: 0.578 R 0.719 F 0.438][G loss: 0.958 acc: 0.047] 0:00:18.037075 328 [D loss: 0.650 R 0.660 F 0.641][D acc: 0.602 R 0.547 F 0.656][G loss: 0.891 acc: 0.188] 0:00:18.122749 329 [D loss: 0.652 R 0.632 F 0.672][D acc: 0.570 R 0.578 F 0.562][G loss: 0.890 acc: 0.156] 0:00:18.227729 330 [D loss: 0.626 R 0.611 F 0.641][D acc: 0.688 R 0.672 F 0.703][G loss: 0.895 acc: 0.203] 0:00:18.305347 331 [D loss: 0.594 R 0.567 F 0.620][D acc: 0.711 R 0.766 F 0.656][G loss: 1.018 acc: 0.109] 0:00:18.380632 332 [D loss: 0.693 R 0.588 F 0.798][D acc: 0.602 R 0.672 F 0.531][G loss: 0.926 acc: 0.156] 0:00:18.455436 333 [D loss: 0.620 R 0.601 F 0.639][D acc: 0.688 R 0.656 F 0.719][G loss: 0.931 acc: 0.203] 0:00:18.532319 334 [D loss: 0.654 R 0.607 F 0.700][D acc: 0.633 R 0.688 F 0.578][G loss: 0.943 acc: 0.141] 0:00:18.627341 335 [D loss: 0.609 R 0.578 F 0.640][D acc: 0.695 R 0.688 F 0.703][G loss: 1.002 acc: 0.078] 0:00:18.715696 336 [D loss: 0.608 R 0.565 F 0.650][D acc: 0.711 R 0.781 F 0.641][G loss: 1.158 acc: 0.062] 0:00:18.795019 337 [D loss: 0.551 R 0.623 F 0.479][D acc: 0.734 R 0.641 F 0.828][G loss: 1.316 acc: 0.125] 0:00:18.888732 338 [D loss: 0.720 R 0.602 F 0.838][D acc: 0.531 R 0.688 F 0.375][G loss: 0.950 acc: 0.172] 0:00:18.980500 339 [D loss: 0.609 R 0.590 F 0.628][D acc: 0.695 R 0.672 F 0.719][G loss: 0.963 acc: 0.219] 0:00:19.060802 340 [D loss: 0.728 R 0.620 F 0.835][D acc: 0.562 R 0.719 F 0.406][G loss: 0.930 acc: 0.219] 0:00:19.149094 341 [D loss: 0.659 R 0.655 F 0.663][D acc: 0.656 R 0.641 F 0.672][G loss: 0.929 acc: 0.250] 0:00:19.233207 342 [D loss: 0.709 R 0.697 F 0.720][D acc: 0.578 R 0.562 F 0.594][G loss: 0.960 acc: 0.172] 0:00:19.305041 343 [D loss: 0.626 R 0.641 F 0.611][D acc: 0.695 R 0.688 F 0.703][G loss: 0.971 acc: 0.125] 0:00:19.384442 344 [D loss: 0.686 R 0.638 F 0.734][D acc: 0.547 R 0.609 F 0.484][G loss: 0.983 acc: 0.141] 0:00:19.458518 345 [D loss: 0.644 R 0.611 F 0.676][D acc: 0.625 R 0.656 F 0.594][G loss: 1.000 acc: 0.109] 0:00:19.531351 346 [D loss: 0.641 R 0.615 F 0.668][D acc: 0.625 R 0.641 F 0.609][G loss: 1.005 acc: 0.172] 0:00:19.610087 347 [D loss: 0.645 R 0.638 F 0.652][D acc: 0.648 R 0.656 F 0.641][G loss: 0.968 acc: 0.156] 0:00:19.685392 348 [D loss: 0.652 R 0.635 F 0.668][D acc: 0.641 R 0.656 F 0.625][G loss: 1.083 acc: 0.109] 0:00:19.760730 349 [D loss: 0.627 R 0.682 F 0.571][D acc: 0.695 R 0.594 F 0.797][G loss: 1.020 acc: 0.047] 0:00:19.836584 350 [D loss: 0.649 R 0.627 F 0.671][D acc: 0.633 R 0.703 F 0.562][G loss: 1.058 acc: 0.094] 0:00:19.922684 351 [D loss: 0.623 R 0.632 F 0.614][D acc: 0.672 R 0.609 F 0.734][G loss: 0.924 acc: 0.203] 0:00:20.000585 352 [D loss: 0.670 R 0.628 F 0.713][D acc: 0.586 R 0.594 F 0.578][G loss: 1.022 acc: 0.109] 0:00:20.076414 353 [D loss: 0.626 R 0.607 F 0.646][D acc: 0.633 R 0.656 F 0.609][G loss: 0.934 acc: 0.156] 0:00:20.154801 354 [D loss: 0.635 R 0.620 F 0.650][D acc: 0.656 R 0.688 F 0.625][G loss: 1.083 acc: 0.078] 0:00:20.237307 355 [D loss: 0.688 R 0.743 F 0.633][D acc: 0.609 R 0.547 F 0.672][G loss: 0.995 acc: 0.125] 0:00:20.318913 356 [D loss: 0.651 R 0.682 F 0.620][D acc: 0.625 R 0.547 F 0.703][G loss: 0.989 acc: 0.188] 0:00:20.398289 357 [D loss: 0.599 R 0.577 F 0.621][D acc: 0.703 R 0.672 F 0.734][G loss: 0.966 acc: 0.188] 0:00:20.474297 358 [D loss: 0.654 R 0.601 F 0.708][D acc: 0.625 R 0.672 F 0.578][G loss: 1.020 acc: 0.141] 0:00:20.555141 359 [D loss: 0.657 R 0.639 F 0.675][D acc: 0.602 R 0.594 F 0.609][G loss: 1.057 acc: 0.125] 0:00:20.632501 360 [D loss: 0.661 R 0.644 F 0.679][D acc: 0.617 R 0.641 F 0.594][G loss: 1.026 acc: 0.094] 0:00:20.712413 361 [D loss: 0.623 R 0.618 F 0.627][D acc: 0.680 R 0.688 F 0.672][G loss: 1.058 acc: 0.141] 0:00:20.798511 362 [D loss: 0.670 R 0.657 F 0.683][D acc: 0.586 R 0.625 F 0.547][G loss: 1.026 acc: 0.125] 0:00:20.875512 363 [D loss: 0.622 R 0.645 F 0.599][D acc: 0.703 R 0.625 F 0.781][G loss: 0.963 acc: 0.125] 0:00:20.948166 364 [D loss: 0.655 R 0.592 F 0.718][D acc: 0.633 R 0.703 F 0.562][G loss: 1.072 acc: 0.219] 0:00:21.024211 365 [D loss: 0.663 R 0.688 F 0.638][D acc: 0.562 R 0.453 F 0.672][G loss: 0.983 acc: 0.094] 0:00:21.102379 366 [D loss: 0.615 R 0.511 F 0.719][D acc: 0.703 R 0.812 F 0.594][G loss: 0.992 acc: 0.094] 0:00:21.177429 367 [D loss: 0.649 R 0.621 F 0.677][D acc: 0.633 R 0.641 F 0.625][G loss: 0.994 acc: 0.047] 0:00:21.262944 368 [D loss: 0.598 R 0.613 F 0.584][D acc: 0.688 R 0.641 F 0.734][G loss: 0.988 acc: 0.172] 0:00:21.336961 369 [D loss: 0.665 R 0.644 F 0.686][D acc: 0.609 R 0.562 F 0.656][G loss: 0.998 acc: 0.078] 0:00:21.411974 370 [D loss: 0.674 R 0.636 F 0.711][D acc: 0.633 R 0.625 F 0.641][G loss: 0.957 acc: 0.062] 0:00:21.489839 371 [D loss: 0.627 R 0.606 F 0.647][D acc: 0.688 R 0.672 F 0.703][G loss: 0.964 acc: 0.188] 0:00:21.563115 372 [D loss: 0.586 R 0.549 F 0.623][D acc: 0.727 R 0.734 F 0.719][G loss: 1.041 acc: 0.125] 0:00:21.635854 373 [D loss: 0.581 R 0.518 F 0.644][D acc: 0.703 R 0.734 F 0.672][G loss: 1.112 acc: 0.078] 0:00:21.711601 374 [D loss: 0.656 R 0.512 F 0.800][D acc: 0.609 R 0.719 F 0.500][G loss: 1.012 acc: 0.141] 0:00:21.783563 375 [D loss: 0.639 R 0.597 F 0.681][D acc: 0.586 R 0.578 F 0.594][G loss: 1.088 acc: 0.109] 0:00:21.859360 376 [D loss: 0.640 R 0.610 F 0.670][D acc: 0.641 R 0.609 F 0.672][G loss: 1.008 acc: 0.109] 0:00:21.939036 377 [D loss: 0.617 R 0.517 F 0.717][D acc: 0.672 R 0.750 F 0.594][G loss: 1.026 acc: 0.141] 0:00:22.015021 378 [D loss: 0.634 R 0.621 F 0.646][D acc: 0.633 R 0.578 F 0.688][G loss: 0.963 acc: 0.203] 0:00:22.089350 379 [D loss: 0.658 R 0.685 F 0.630][D acc: 0.609 R 0.516 F 0.703][G loss: 0.984 acc: 0.188] 0:00:22.165541 380 [D loss: 0.638 R 0.606 F 0.669][D acc: 0.672 R 0.688 F 0.656][G loss: 0.989 acc: 0.125] 0:00:22.237658 381 [D loss: 0.589 R 0.536 F 0.643][D acc: 0.750 R 0.797 F 0.703][G loss: 1.021 acc: 0.156] 0:00:22.315481 382 [D loss: 0.657 R 0.619 F 0.695][D acc: 0.617 R 0.688 F 0.547][G loss: 1.143 acc: 0.062] 0:00:22.396480 383 [D loss: 0.587 R 0.592 F 0.583][D acc: 0.742 R 0.672 F 0.812][G loss: 1.073 acc: 0.094] 0:00:22.472034 384 [D loss: 0.703 R 0.617 F 0.789][D acc: 0.562 R 0.672 F 0.453][G loss: 1.026 acc: 0.078] 0:00:22.544476 385 [D loss: 0.596 R 0.653 F 0.539][D acc: 0.719 R 0.594 F 0.844][G loss: 1.118 acc: 0.125] 0:00:22.647746 386 [D loss: 0.673 R 0.588 F 0.757][D acc: 0.594 R 0.672 F 0.516][G loss: 1.059 acc: 0.094] 0:00:22.722453 387 [D loss: 0.687 R 0.630 F 0.745][D acc: 0.586 R 0.625 F 0.547][G loss: 0.935 acc: 0.109] 0:00:22.800631 388 [D loss: 0.638 R 0.620 F 0.656][D acc: 0.633 R 0.625 F 0.641][G loss: 1.066 acc: 0.078] 0:00:22.899045 389 [D loss: 0.578 R 0.601 F 0.556][D acc: 0.742 R 0.688 F 0.797][G loss: 1.034 acc: 0.047] 0:00:22.977586 390 [D loss: 0.596 R 0.491 F 0.701][D acc: 0.719 R 0.812 F 0.625][G loss: 1.050 acc: 0.172] 0:00:23.055626 391 [D loss: 0.574 R 0.506 F 0.643][D acc: 0.695 R 0.734 F 0.656][G loss: 1.071 acc: 0.188] 0:00:23.151913 392 [D loss: 0.660 R 0.658 F 0.661][D acc: 0.594 R 0.609 F 0.578][G loss: 1.009 acc: 0.141] 0:00:23.234860 393 [D loss: 0.639 R 0.681 F 0.597][D acc: 0.633 R 0.547 F 0.719][G loss: 0.962 acc: 0.203] 0:00:23.331564 394 [D loss: 0.646 R 0.627 F 0.664][D acc: 0.625 R 0.625 F 0.625][G loss: 1.105 acc: 0.172] 0:00:23.409433 395 [D loss: 0.654 R 0.638 F 0.670][D acc: 0.625 R 0.578 F 0.672][G loss: 1.064 acc: 0.078] 0:00:23.487103 396 [D loss: 0.632 R 0.570 F 0.693][D acc: 0.680 R 0.703 F 0.656][G loss: 0.952 acc: 0.141] 0:00:23.583353 397 [D loss: 0.669 R 0.561 F 0.778][D acc: 0.586 R 0.641 F 0.531][G loss: 1.028 acc: 0.094] 0:00:23.678606 398 [D loss: 0.618 R 0.636 F 0.599][D acc: 0.656 R 0.594 F 0.719][G loss: 1.023 acc: 0.094] 0:00:23.756589 399 [D loss: 0.637 R 0.579 F 0.695][D acc: 0.633 R 0.688 F 0.578][G loss: 1.029 acc: 0.141] 0:00:23.831505 400 [D loss: 0.620 R 0.663 F 0.577][D acc: 0.695 R 0.594 F 0.797][G loss: 0.981 acc: 0.141] 0:00:23.926369 401 [D loss: 0.647 R 0.562 F 0.732][D acc: 0.664 R 0.688 F 0.641][G loss: 1.045 acc: 0.141] 0:00:24.002964 402 [D loss: 0.594 R 0.540 F 0.649][D acc: 0.727 R 0.734 F 0.719][G loss: 1.100 acc: 0.078] 0:00:24.083215 403 [D loss: 0.673 R 0.647 F 0.700][D acc: 0.586 R 0.578 F 0.594][G loss: 0.951 acc: 0.188] 0:00:24.160892 404 [D loss: 0.655 R 0.603 F 0.707][D acc: 0.625 R 0.703 F 0.547][G loss: 0.996 acc: 0.156] 0:00:24.237734 405 [D loss: 0.609 R 0.619 F 0.598][D acc: 0.672 R 0.672 F 0.672][G loss: 1.199 acc: 0.078] 0:00:24.316543 406 [D loss: 0.677 R 0.688 F 0.666][D acc: 0.586 R 0.562 F 0.609][G loss: 0.970 acc: 0.125] 0:00:24.394416 407 [D loss: 0.659 R 0.544 F 0.775][D acc: 0.594 R 0.688 F 0.500][G loss: 1.001 acc: 0.188] 0:00:24.471407 408 [D loss: 0.618 R 0.613 F 0.623][D acc: 0.695 R 0.672 F 0.719][G loss: 0.952 acc: 0.203] 0:00:24.548314 409 [D loss: 0.605 R 0.608 F 0.601][D acc: 0.641 R 0.562 F 0.719][G loss: 1.111 acc: 0.109] 0:00:24.628567 410 [D loss: 0.683 R 0.601 F 0.765][D acc: 0.570 R 0.625 F 0.516][G loss: 1.010 acc: 0.078] 0:00:24.701938 411 [D loss: 0.616 R 0.627 F 0.605][D acc: 0.727 R 0.703 F 0.750][G loss: 1.097 acc: 0.109] 0:00:24.781058 412 [D loss: 0.599 R 0.629 F 0.568][D acc: 0.672 R 0.547 F 0.797][G loss: 1.130 acc: 0.047] 0:00:24.858116 413 [D loss: 0.614 R 0.610 F 0.619][D acc: 0.633 R 0.594 F 0.672][G loss: 1.115 acc: 0.047] 0:00:24.950358 414 [D loss: 0.658 R 0.678 F 0.638][D acc: 0.609 R 0.562 F 0.656][G loss: 1.035 acc: 0.078] 0:00:25.025143 415 [D loss: 0.647 R 0.630 F 0.665][D acc: 0.633 R 0.656 F 0.609][G loss: 0.962 acc: 0.188] 0:00:25.102635 416 [D loss: 0.609 R 0.602 F 0.617][D acc: 0.648 R 0.609 F 0.688][G loss: 1.106 acc: 0.156] 0:00:25.184156 417 [D loss: 0.633 R 0.625 F 0.640][D acc: 0.625 R 0.578 F 0.672][G loss: 1.164 acc: 0.016] 0:00:25.257176 418 [D loss: 0.623 R 0.570 F 0.675][D acc: 0.617 R 0.688 F 0.547][G loss: 1.032 acc: 0.109] 0:00:25.348897 419 [D loss: 0.658 R 0.601 F 0.715][D acc: 0.609 R 0.641 F 0.578][G loss: 1.030 acc: 0.141] 0:00:25.430076 420 [D loss: 0.675 R 0.702 F 0.649][D acc: 0.570 R 0.516 F 0.625][G loss: 0.964 acc: 0.172] 0:00:25.504338 421 [D loss: 0.621 R 0.643 F 0.598][D acc: 0.688 R 0.594 F 0.781][G loss: 0.986 acc: 0.109] 0:00:25.580202 422 [D loss: 0.680 R 0.630 F 0.729][D acc: 0.539 R 0.578 F 0.500][G loss: 0.999 acc: 0.188] 0:00:25.670700 423 [D loss: 0.651 R 0.643 F 0.660][D acc: 0.609 R 0.578 F 0.641][G loss: 0.960 acc: 0.188] 0:00:25.748285 424 [D loss: 0.650 R 0.628 F 0.673][D acc: 0.625 R 0.578 F 0.672][G loss: 0.920 acc: 0.156] 0:00:25.825238 425 [D loss: 0.605 R 0.607 F 0.604][D acc: 0.719 R 0.703 F 0.734][G loss: 1.103 acc: 0.094] 0:00:25.900317 426 [D loss: 0.629 R 0.657 F 0.602][D acc: 0.664 R 0.562 F 0.766][G loss: 1.156 acc: 0.078] 0:00:25.975319 427 [D loss: 0.601 R 0.559 F 0.642][D acc: 0.664 R 0.688 F 0.641][G loss: 0.996 acc: 0.109] 0:00:26.052698 428 [D loss: 0.625 R 0.625 F 0.625][D acc: 0.617 R 0.578 F 0.656][G loss: 0.969 acc: 0.172] 0:00:26.133051 429 [D loss: 0.592 R 0.535 F 0.648][D acc: 0.672 R 0.719 F 0.625][G loss: 1.185 acc: 0.062] 0:00:26.204905 430 [D loss: 0.606 R 0.691 F 0.522][D acc: 0.672 R 0.500 F 0.844][G loss: 1.176 acc: 0.078] 0:00:26.282654 431 [D loss: 0.609 R 0.511 F 0.708][D acc: 0.680 R 0.766 F 0.594][G loss: 0.864 acc: 0.312] 0:00:26.360782 432 [D loss: 0.667 R 0.556 F 0.777][D acc: 0.594 R 0.641 F 0.547][G loss: 1.093 acc: 0.062] 0:00:26.434013 433 [D loss: 0.575 R 0.584 F 0.566][D acc: 0.695 R 0.594 F 0.797][G loss: 1.011 acc: 0.141] 0:00:26.512987 434 [D loss: 0.662 R 0.557 F 0.767][D acc: 0.602 R 0.641 F 0.562][G loss: 1.072 acc: 0.109] 0:00:26.587095 435 [D loss: 0.608 R 0.651 F 0.565][D acc: 0.688 R 0.641 F 0.734][G loss: 1.040 acc: 0.125] 0:00:26.658438 436 [D loss: 0.603 R 0.569 F 0.637][D acc: 0.648 R 0.688 F 0.609][G loss: 1.158 acc: 0.109] 0:00:26.740726 437 [D loss: 0.678 R 0.677 F 0.680][D acc: 0.570 R 0.531 F 0.609][G loss: 0.894 acc: 0.234] 0:00:26.822310 438 [D loss: 0.622 R 0.600 F 0.645][D acc: 0.625 R 0.656 F 0.594][G loss: 0.992 acc: 0.219] 0:00:26.903837 439 [D loss: 0.675 R 0.682 F 0.667][D acc: 0.570 R 0.516 F 0.625][G loss: 0.941 acc: 0.203] 0:00:26.986829 440 [D loss: 0.611 R 0.615 F 0.606][D acc: 0.719 R 0.672 F 0.766][G loss: 0.940 acc: 0.172] 0:00:27.061127 441 [D loss: 0.620 R 0.510 F 0.729][D acc: 0.625 R 0.703 F 0.547][G loss: 1.096 acc: 0.109] 0:00:27.136849 442 [D loss: 0.660 R 0.636 F 0.684][D acc: 0.570 R 0.625 F 0.516][G loss: 0.978 acc: 0.109] 0:00:27.212449 443 [D loss: 0.620 R 0.539 F 0.702][D acc: 0.672 R 0.719 F 0.625][G loss: 0.997 acc: 0.125] 0:00:27.287642 444 [D loss: 0.583 R 0.560 F 0.605][D acc: 0.695 R 0.641 F 0.750][G loss: 1.143 acc: 0.125] 0:00:27.364528 445 [D loss: 0.539 R 0.545 F 0.532][D acc: 0.758 R 0.766 F 0.750][G loss: 1.123 acc: 0.109] 0:00:27.449978 446 [D loss: 0.656 R 0.552 F 0.759][D acc: 0.602 R 0.641 F 0.562][G loss: 1.093 acc: 0.094] 0:00:27.525792 447 [D loss: 0.524 R 0.533 F 0.515][D acc: 0.734 R 0.656 F 0.812][G loss: 1.145 acc: 0.094] 0:00:27.598634 448 [D loss: 0.632 R 0.580 F 0.684][D acc: 0.633 R 0.641 F 0.625][G loss: 1.159 acc: 0.141] 0:00:27.675537 449 [D loss: 0.584 R 0.585 F 0.582][D acc: 0.680 R 0.641 F 0.719][G loss: 1.129 acc: 0.078] 0:00:27.748828 450 [D loss: 0.640 R 0.554 F 0.726][D acc: 0.578 R 0.656 F 0.500][G loss: 1.080 acc: 0.109] 0:00:27.822143 451 [D loss: 0.581 R 0.611 F 0.550][D acc: 0.719 R 0.641 F 0.797][G loss: 1.027 acc: 0.172] 0:00:27.920300 452 [D loss: 0.644 R 0.534 F 0.754][D acc: 0.594 R 0.703 F 0.484][G loss: 1.238 acc: 0.094] 0:00:27.995468 453 [D loss: 0.577 R 0.585 F 0.569][D acc: 0.719 R 0.625 F 0.812][G loss: 1.052 acc: 0.094] 0:00:28.066579 454 [D loss: 0.566 R 0.520 F 0.611][D acc: 0.750 R 0.750 F 0.750][G loss: 1.195 acc: 0.109] 0:00:28.148455 455 [D loss: 0.666 R 0.571 F 0.762][D acc: 0.578 R 0.625 F 0.531][G loss: 1.108 acc: 0.156] 0:00:28.225179 456 [D loss: 0.622 R 0.597 F 0.648][D acc: 0.680 R 0.641 F 0.719][G loss: 1.141 acc: 0.094] 0:00:28.300586 457 [D loss: 0.692 R 0.700 F 0.685][D acc: 0.562 R 0.547 F 0.578][G loss: 1.061 acc: 0.156] 0:00:28.401564 458 [D loss: 0.575 R 0.554 F 0.596][D acc: 0.688 R 0.656 F 0.719][G loss: 1.066 acc: 0.109] 0:00:28.486659 459 [D loss: 0.679 R 0.618 F 0.740][D acc: 0.570 R 0.578 F 0.562][G loss: 1.049 acc: 0.109] 0:00:28.561639 460 [D loss: 0.618 R 0.621 F 0.616][D acc: 0.641 R 0.641 F 0.641][G loss: 1.019 acc: 0.141] 0:00:28.652297 461 [D loss: 0.645 R 0.663 F 0.628][D acc: 0.633 R 0.547 F 0.719][G loss: 0.996 acc: 0.188] 0:00:28.752177 462 [D loss: 0.594 R 0.586 F 0.602][D acc: 0.711 R 0.703 F 0.719][G loss: 1.252 acc: 0.062] 0:00:28.828733 463 [D loss: 0.607 R 0.606 F 0.607][D acc: 0.680 R 0.672 F 0.688][G loss: 1.129 acc: 0.125] 0:00:28.918997 464 [D loss: 0.613 R 0.618 F 0.609][D acc: 0.594 R 0.578 F 0.609][G loss: 1.071 acc: 0.062] 0:00:28.996250 465 [D loss: 0.598 R 0.602 F 0.594][D acc: 0.641 R 0.594 F 0.688][G loss: 1.087 acc: 0.109] 0:00:29.092559 466 [D loss: 0.620 R 0.646 F 0.594][D acc: 0.680 R 0.625 F 0.734][G loss: 1.219 acc: 0.109] 0:00:29.169309 467 [D loss: 0.595 R 0.572 F 0.619][D acc: 0.672 R 0.672 F 0.672][G loss: 1.218 acc: 0.078] 0:00:29.241482 468 [D loss: 0.681 R 0.593 F 0.770][D acc: 0.609 R 0.625 F 0.594][G loss: 1.122 acc: 0.141] 0:00:29.317318 469 [D loss: 0.657 R 0.732 F 0.583][D acc: 0.617 R 0.484 F 0.750][G loss: 1.095 acc: 0.125] 0:00:29.395725 470 [D loss: 0.626 R 0.540 F 0.712][D acc: 0.609 R 0.641 F 0.578][G loss: 1.050 acc: 0.172] 0:00:29.468899 471 [D loss: 0.610 R 0.668 F 0.552][D acc: 0.680 R 0.578 F 0.781][G loss: 0.955 acc: 0.203] 0:00:29.544624 472 [D loss: 0.622 R 0.551 F 0.694][D acc: 0.688 R 0.750 F 0.625][G loss: 1.016 acc: 0.219] 0:00:29.626168 473 [D loss: 0.620 R 0.598 F 0.641][D acc: 0.633 R 0.578 F 0.688][G loss: 1.029 acc: 0.156] 0:00:29.697729 474 [D loss: 0.637 R 0.631 F 0.643][D acc: 0.641 R 0.578 F 0.703][G loss: 1.038 acc: 0.094] 0:00:29.774899 475 [D loss: 0.587 R 0.595 F 0.579][D acc: 0.703 R 0.641 F 0.766][G loss: 1.117 acc: 0.172] 0:00:29.852045 476 [D loss: 0.650 R 0.612 F 0.689][D acc: 0.578 R 0.609 F 0.547][G loss: 0.987 acc: 0.156] 0:00:29.925601 477 [D loss: 0.619 R 0.644 F 0.594][D acc: 0.664 R 0.594 F 0.734][G loss: 1.075 acc: 0.141] 0:00:30.010646 478 [D loss: 0.628 R 0.614 F 0.643][D acc: 0.609 R 0.594 F 0.625][G loss: 1.066 acc: 0.141] 0:00:30.087916 479 [D loss: 0.661 R 0.628 F 0.695][D acc: 0.641 R 0.609 F 0.672][G loss: 0.989 acc: 0.188] 0:00:30.160850 480 [D loss: 0.635 R 0.569 F 0.701][D acc: 0.625 R 0.672 F 0.578][G loss: 1.036 acc: 0.125] 0:00:30.237857 481 [D loss: 0.628 R 0.599 F 0.658][D acc: 0.664 R 0.656 F 0.672][G loss: 1.064 acc: 0.094] 0:00:30.312684 482 [D loss: 0.599 R 0.525 F 0.672][D acc: 0.695 R 0.750 F 0.641][G loss: 1.043 acc: 0.141] 0:00:30.392499 483 [D loss: 0.528 R 0.487 F 0.568][D acc: 0.781 R 0.781 F 0.781][G loss: 1.085 acc: 0.172] 0:00:30.470090 484 [D loss: 0.663 R 0.622 F 0.703][D acc: 0.656 R 0.703 F 0.609][G loss: 1.258 acc: 0.109] 0:00:30.549186 485 [D loss: 0.588 R 0.608 F 0.567][D acc: 0.742 R 0.672 F 0.812][G loss: 1.190 acc: 0.172] 0:00:30.638033 486 [D loss: 0.639 R 0.527 F 0.751][D acc: 0.695 R 0.781 F 0.609][G loss: 1.008 acc: 0.234] 0:00:30.709269 487 [D loss: 0.600 R 0.517 F 0.683][D acc: 0.672 R 0.750 F 0.594][G loss: 1.194 acc: 0.078] 0:00:30.781359 488 [D loss: 0.561 R 0.566 F 0.557][D acc: 0.719 R 0.672 F 0.766][G loss: 1.305 acc: 0.078] 0:00:30.858921 489 [D loss: 0.688 R 0.647 F 0.729][D acc: 0.625 R 0.578 F 0.672][G loss: 1.115 acc: 0.141] 0:00:30.946016 490 [D loss: 0.657 R 0.715 F 0.599][D acc: 0.641 R 0.500 F 0.781][G loss: 1.043 acc: 0.125] 0:00:31.022026 491 [D loss: 0.573 R 0.518 F 0.628][D acc: 0.695 R 0.688 F 0.703][G loss: 1.200 acc: 0.125] 0:00:31.094120 492 [D loss: 0.578 R 0.605 F 0.550][D acc: 0.711 R 0.594 F 0.828][G loss: 1.132 acc: 0.078] 0:00:31.185162 493 [D loss: 0.689 R 0.667 F 0.711][D acc: 0.602 R 0.641 F 0.562][G loss: 1.117 acc: 0.172] 0:00:31.259491 494 [D loss: 0.573 R 0.620 F 0.525][D acc: 0.758 R 0.656 F 0.859][G loss: 1.202 acc: 0.125] 0:00:31.331571 495 [D loss: 0.593 R 0.574 F 0.612][D acc: 0.625 R 0.641 F 0.609][G loss: 1.181 acc: 0.109] 0:00:31.422989 496 [D loss: 0.649 R 0.597 F 0.702][D acc: 0.641 R 0.641 F 0.641][G loss: 1.107 acc: 0.188] 0:00:31.500928 497 [D loss: 0.599 R 0.580 F 0.619][D acc: 0.711 R 0.703 F 0.719][G loss: 1.098 acc: 0.141] 0:00:31.578291 498 [D loss: 0.622 R 0.664 F 0.579][D acc: 0.680 R 0.594 F 0.766][G loss: 1.226 acc: 0.125] 0:00:31.661934 499 [D loss: 0.617 R 0.639 F 0.594][D acc: 0.703 R 0.625 F 0.781][G loss: 1.092 acc: 0.109] 0:00:31.750154 500 [D loss: 0.674 R 0.692 F 0.655][D acc: 0.586 R 0.547 F 0.625][G loss: 1.077 acc: 0.125] 0:00:31.849735
In [32]:
# Training in addition
# 追加で training する。
gan_work.train(
x_train,
batch_size = BATCH_SIZE,
epochs = 1000,
run_folder = save_path1
)
501 [D loss: 0.609 R 0.583 F 0.635][D acc: 0.617 R 0.578 F 0.656][G loss: 1.001 acc: 0.094] 0:00:00.087440 502 [D loss: 0.650 R 0.594 F 0.706][D acc: 0.555 R 0.578 F 0.531][G loss: 1.028 acc: 0.156] 0:00:00.184152 503 [D loss: 0.651 R 0.662 F 0.639][D acc: 0.586 R 0.562 F 0.609][G loss: 1.118 acc: 0.125] 0:00:00.261497 504 [D loss: 0.581 R 0.590 F 0.572][D acc: 0.672 R 0.609 F 0.734][G loss: 1.136 acc: 0.109] 0:00:00.341659 505 [D loss: 0.607 R 0.624 F 0.591][D acc: 0.703 R 0.625 F 0.781][G loss: 1.142 acc: 0.141] 0:00:00.413440 506 [D loss: 0.556 R 0.553 F 0.560][D acc: 0.711 R 0.719 F 0.703][G loss: 1.085 acc: 0.203] 0:00:00.498924 507 [D loss: 0.691 R 0.616 F 0.765][D acc: 0.586 R 0.609 F 0.562][G loss: 1.222 acc: 0.078] 0:00:00.580662 508 [D loss: 0.625 R 0.608 F 0.642][D acc: 0.641 R 0.594 F 0.688][G loss: 1.071 acc: 0.172] 0:00:00.662916 509 [D loss: 0.644 R 0.658 F 0.631][D acc: 0.625 R 0.562 F 0.688][G loss: 1.073 acc: 0.203] 0:00:00.741920 510 [D loss: 0.665 R 0.684 F 0.645][D acc: 0.570 R 0.516 F 0.625][G loss: 1.054 acc: 0.094] 0:00:00.816653 511 [D loss: 0.611 R 0.616 F 0.606][D acc: 0.703 R 0.688 F 0.719][G loss: 1.094 acc: 0.156] 0:00:00.892099 512 [D loss: 0.586 R 0.605 F 0.567][D acc: 0.703 R 0.672 F 0.734][G loss: 1.047 acc: 0.234] 0:00:00.967322 513 [D loss: 0.620 R 0.605 F 0.635][D acc: 0.695 R 0.750 F 0.641][G loss: 1.141 acc: 0.141] 0:00:01.047090 514 [D loss: 0.672 R 0.620 F 0.725][D acc: 0.625 R 0.609 F 0.641][G loss: 1.028 acc: 0.203] 0:00:01.119752 515 [D loss: 0.618 R 0.628 F 0.607][D acc: 0.664 R 0.594 F 0.734][G loss: 1.277 acc: 0.031] 0:00:01.225714 516 [D loss: 0.619 R 0.676 F 0.562][D acc: 0.672 R 0.547 F 0.797][G loss: 1.058 acc: 0.125] 0:00:01.305378 517 [D loss: 0.583 R 0.605 F 0.560][D acc: 0.695 R 0.672 F 0.719][G loss: 1.024 acc: 0.156] 0:00:01.381386 518 [D loss: 0.537 R 0.472 F 0.603][D acc: 0.750 R 0.797 F 0.703][G loss: 1.147 acc: 0.141] 0:00:01.473419 519 [D loss: 0.557 R 0.474 F 0.640][D acc: 0.719 R 0.781 F 0.656][G loss: 1.137 acc: 0.156] 0:00:01.548750 520 [D loss: 0.604 R 0.541 F 0.667][D acc: 0.656 R 0.750 F 0.562][G loss: 1.293 acc: 0.172] 0:00:01.621863 521 [D loss: 0.672 R 0.717 F 0.627][D acc: 0.586 R 0.531 F 0.641][G loss: 1.084 acc: 0.141] 0:00:01.696507 522 [D loss: 0.620 R 0.555 F 0.685][D acc: 0.656 R 0.672 F 0.641][G loss: 1.096 acc: 0.141] 0:00:01.771300 523 [D loss: 0.611 R 0.610 F 0.612][D acc: 0.664 R 0.641 F 0.688][G loss: 1.120 acc: 0.141] 0:00:01.844990 524 [D loss: 0.652 R 0.694 F 0.610][D acc: 0.648 R 0.562 F 0.734][G loss: 1.064 acc: 0.109] 0:00:01.927835 525 [D loss: 0.591 R 0.542 F 0.640][D acc: 0.664 R 0.641 F 0.688][G loss: 1.027 acc: 0.141] 0:00:02.004240 526 [D loss: 0.525 R 0.495 F 0.555][D acc: 0.750 R 0.750 F 0.750][G loss: 1.250 acc: 0.062] 0:00:02.099451 527 [D loss: 0.445 R 0.373 F 0.516][D acc: 0.820 R 0.828 F 0.812][G loss: 1.358 acc: 0.031] 0:00:02.172760 528 [D loss: 0.502 R 0.457 F 0.547][D acc: 0.719 R 0.734 F 0.703][G loss: 1.452 acc: 0.062] 0:00:02.246455 529 [D loss: 0.596 R 0.458 F 0.733][D acc: 0.711 R 0.797 F 0.625][G loss: 1.332 acc: 0.031] 0:00:02.321550 530 [D loss: 0.586 R 0.502 F 0.671][D acc: 0.664 R 0.750 F 0.578][G loss: 1.418 acc: 0.125] 0:00:02.393139 531 [D loss: 0.632 R 0.639 F 0.624][D acc: 0.617 R 0.594 F 0.641][G loss: 1.197 acc: 0.094] 0:00:02.468006 532 [D loss: 0.614 R 0.435 F 0.794][D acc: 0.656 R 0.766 F 0.547][G loss: 1.145 acc: 0.109] 0:00:02.552239 533 [D loss: 0.607 R 0.566 F 0.647][D acc: 0.633 R 0.672 F 0.594][G loss: 1.075 acc: 0.141] 0:00:02.632368 534 [D loss: 0.609 R 0.640 F 0.578][D acc: 0.641 R 0.578 F 0.703][G loss: 1.026 acc: 0.188] 0:00:02.709991 535 [D loss: 0.687 R 0.656 F 0.719][D acc: 0.539 R 0.531 F 0.547][G loss: 1.002 acc: 0.250] 0:00:02.789939 536 [D loss: 0.627 R 0.605 F 0.649][D acc: 0.672 R 0.625 F 0.719][G loss: 1.006 acc: 0.203] 0:00:02.861694 537 [D loss: 0.572 R 0.597 F 0.547][D acc: 0.734 R 0.688 F 0.781][G loss: 1.184 acc: 0.125] 0:00:02.954505 538 [D loss: 0.569 R 0.565 F 0.573][D acc: 0.727 R 0.672 F 0.781][G loss: 1.045 acc: 0.125] 0:00:03.050892 539 [D loss: 0.627 R 0.525 F 0.729][D acc: 0.656 R 0.719 F 0.594][G loss: 1.113 acc: 0.109] 0:00:03.127729 540 [D loss: 0.564 R 0.555 F 0.572][D acc: 0.656 R 0.641 F 0.672][G loss: 1.109 acc: 0.141] 0:00:03.201296 541 [D loss: 0.595 R 0.536 F 0.653][D acc: 0.703 R 0.734 F 0.672][G loss: 1.287 acc: 0.078] 0:00:03.283616 542 [D loss: 0.667 R 0.738 F 0.596][D acc: 0.633 R 0.516 F 0.750][G loss: 1.121 acc: 0.094] 0:00:03.354462 543 [D loss: 0.539 R 0.484 F 0.594][D acc: 0.742 R 0.719 F 0.766][G loss: 1.051 acc: 0.172] 0:00:03.428650 544 [D loss: 0.587 R 0.557 F 0.617][D acc: 0.703 R 0.672 F 0.734][G loss: 1.121 acc: 0.203] 0:00:03.504652 545 [D loss: 0.625 R 0.650 F 0.601][D acc: 0.664 R 0.594 F 0.734][G loss: 1.110 acc: 0.125] 0:00:03.582652 546 [D loss: 0.620 R 0.584 F 0.656][D acc: 0.703 R 0.703 F 0.703][G loss: 1.122 acc: 0.188] 0:00:03.661833 547 [D loss: 0.615 R 0.560 F 0.670][D acc: 0.688 R 0.719 F 0.656][G loss: 1.222 acc: 0.016] 0:00:03.748153 548 [D loss: 0.662 R 0.625 F 0.698][D acc: 0.578 R 0.531 F 0.625][G loss: 1.090 acc: 0.203] 0:00:03.822230 549 [D loss: 0.612 R 0.616 F 0.607][D acc: 0.664 R 0.656 F 0.672][G loss: 1.070 acc: 0.125] 0:00:03.898496 550 [D loss: 0.592 R 0.513 F 0.671][D acc: 0.734 R 0.766 F 0.703][G loss: 1.037 acc: 0.141] 0:00:03.980727 551 [D loss: 0.586 R 0.563 F 0.608][D acc: 0.664 R 0.672 F 0.656][G loss: 1.084 acc: 0.094] 0:00:04.051235 552 [D loss: 0.678 R 0.659 F 0.697][D acc: 0.648 R 0.625 F 0.672][G loss: 1.090 acc: 0.125] 0:00:04.173140 553 [D loss: 0.660 R 0.575 F 0.745][D acc: 0.625 R 0.672 F 0.578][G loss: 1.233 acc: 0.078] 0:00:04.245098 554 [D loss: 0.677 R 0.720 F 0.635][D acc: 0.633 R 0.547 F 0.719][G loss: 1.018 acc: 0.109] 0:00:04.314830 555 [D loss: 0.587 R 0.511 F 0.663][D acc: 0.680 R 0.688 F 0.672][G loss: 1.030 acc: 0.109] 0:00:04.404682 556 [D loss: 0.591 R 0.626 F 0.556][D acc: 0.703 R 0.609 F 0.797][G loss: 1.026 acc: 0.156] 0:00:04.480571 557 [D loss: 0.593 R 0.585 F 0.601][D acc: 0.664 R 0.625 F 0.703][G loss: 1.039 acc: 0.203] 0:00:04.555475 558 [D loss: 0.616 R 0.554 F 0.678][D acc: 0.648 R 0.719 F 0.578][G loss: 1.253 acc: 0.094] 0:00:04.652465 559 [D loss: 0.594 R 0.673 F 0.514][D acc: 0.680 R 0.547 F 0.812][G loss: 1.137 acc: 0.141] 0:00:04.724833 560 [D loss: 0.510 R 0.414 F 0.605][D acc: 0.734 R 0.797 F 0.672][G loss: 1.090 acc: 0.219] 0:00:04.796473 561 [D loss: 0.680 R 0.630 F 0.729][D acc: 0.609 R 0.609 F 0.609][G loss: 1.119 acc: 0.094] 0:00:04.879458 562 [D loss: 0.608 R 0.602 F 0.615][D acc: 0.680 R 0.625 F 0.734][G loss: 1.150 acc: 0.094] 0:00:04.953245 563 [D loss: 0.542 R 0.548 F 0.536][D acc: 0.734 R 0.672 F 0.797][G loss: 1.296 acc: 0.094] 0:00:05.027186 564 [D loss: 0.622 R 0.677 F 0.567][D acc: 0.664 R 0.578 F 0.750][G loss: 1.239 acc: 0.094] 0:00:05.112402 565 [D loss: 0.628 R 0.605 F 0.651][D acc: 0.617 R 0.578 F 0.656][G loss: 1.091 acc: 0.141] 0:00:05.203776 566 [D loss: 0.609 R 0.575 F 0.643][D acc: 0.695 R 0.688 F 0.703][G loss: 1.175 acc: 0.078] 0:00:05.274042 567 [D loss: 0.559 R 0.565 F 0.553][D acc: 0.703 R 0.625 F 0.781][G loss: 1.065 acc: 0.156] 0:00:05.367175 568 [D loss: 0.586 R 0.574 F 0.598][D acc: 0.734 R 0.703 F 0.766][G loss: 1.216 acc: 0.078] 0:00:05.439939 569 [D loss: 0.590 R 0.597 F 0.583][D acc: 0.680 R 0.641 F 0.719][G loss: 1.088 acc: 0.250] 0:00:05.521260 570 [D loss: 0.503 R 0.439 F 0.567][D acc: 0.719 R 0.734 F 0.703][G loss: 1.548 acc: 0.047] 0:00:05.610785 571 [D loss: 0.558 R 0.597 F 0.519][D acc: 0.734 R 0.625 F 0.844][G loss: 1.306 acc: 0.109] 0:00:05.685582 572 [D loss: 0.615 R 0.542 F 0.688][D acc: 0.664 R 0.734 F 0.594][G loss: 1.188 acc: 0.125] 0:00:05.777910 573 [D loss: 0.590 R 0.631 F 0.550][D acc: 0.680 R 0.641 F 0.719][G loss: 1.151 acc: 0.125] 0:00:05.864906 574 [D loss: 0.605 R 0.622 F 0.588][D acc: 0.711 R 0.656 F 0.766][G loss: 1.205 acc: 0.156] 0:00:05.941404 575 [D loss: 0.601 R 0.547 F 0.656][D acc: 0.656 R 0.641 F 0.672][G loss: 1.140 acc: 0.125] 0:00:06.018547 576 [D loss: 0.533 R 0.424 F 0.641][D acc: 0.781 R 0.828 F 0.734][G loss: 1.284 acc: 0.141] 0:00:06.104051 577 [D loss: 0.584 R 0.574 F 0.595][D acc: 0.680 R 0.656 F 0.703][G loss: 1.166 acc: 0.172] 0:00:06.182662 578 [D loss: 0.610 R 0.584 F 0.637][D acc: 0.648 R 0.609 F 0.688][G loss: 1.120 acc: 0.094] 0:00:06.257738 579 [D loss: 0.593 R 0.559 F 0.626][D acc: 0.695 R 0.766 F 0.625][G loss: 1.192 acc: 0.062] 0:00:06.340179 580 [D loss: 0.576 R 0.527 F 0.624][D acc: 0.750 R 0.688 F 0.812][G loss: 1.405 acc: 0.078] 0:00:06.421839 581 [D loss: 0.596 R 0.630 F 0.561][D acc: 0.672 R 0.609 F 0.734][G loss: 1.157 acc: 0.109] 0:00:06.499402 582 [D loss: 0.582 R 0.526 F 0.638][D acc: 0.734 R 0.734 F 0.734][G loss: 1.208 acc: 0.109] 0:00:06.574011 583 [D loss: 0.624 R 0.618 F 0.631][D acc: 0.680 R 0.641 F 0.719][G loss: 1.134 acc: 0.156] 0:00:06.648378 584 [D loss: 0.619 R 0.587 F 0.650][D acc: 0.633 R 0.625 F 0.641][G loss: 1.461 acc: 0.109] 0:00:06.728123 585 [D loss: 0.575 R 0.576 F 0.575][D acc: 0.734 R 0.656 F 0.812][G loss: 1.260 acc: 0.031] 0:00:06.808365 586 [D loss: 0.648 R 0.546 F 0.750][D acc: 0.641 R 0.672 F 0.609][G loss: 1.155 acc: 0.078] 0:00:06.902774 587 [D loss: 0.519 R 0.538 F 0.501][D acc: 0.773 R 0.688 F 0.859][G loss: 1.245 acc: 0.047] 0:00:06.982195 588 [D loss: 0.601 R 0.654 F 0.548][D acc: 0.703 R 0.578 F 0.828][G loss: 1.107 acc: 0.125] 0:00:07.060374 589 [D loss: 0.528 R 0.487 F 0.569][D acc: 0.734 R 0.734 F 0.734][G loss: 1.372 acc: 0.125] 0:00:07.137496 590 [D loss: 0.594 R 0.585 F 0.603][D acc: 0.742 R 0.703 F 0.781][G loss: 1.205 acc: 0.156] 0:00:07.213977 591 [D loss: 0.623 R 0.618 F 0.629][D acc: 0.672 R 0.656 F 0.688][G loss: 1.063 acc: 0.219] 0:00:07.292698 592 [D loss: 0.647 R 0.586 F 0.707][D acc: 0.688 R 0.688 F 0.688][G loss: 1.254 acc: 0.172] 0:00:07.364238 593 [D loss: 0.543 R 0.577 F 0.509][D acc: 0.719 R 0.656 F 0.781][G loss: 1.193 acc: 0.109] 0:00:07.442082 594 [D loss: 0.597 R 0.571 F 0.623][D acc: 0.688 R 0.656 F 0.719][G loss: 1.297 acc: 0.094] 0:00:07.525337 595 [D loss: 0.554 R 0.548 F 0.560][D acc: 0.727 R 0.703 F 0.750][G loss: 1.188 acc: 0.125] 0:00:07.598681 596 [D loss: 0.613 R 0.607 F 0.619][D acc: 0.680 R 0.609 F 0.750][G loss: 1.223 acc: 0.219] 0:00:07.670729 597 [D loss: 0.624 R 0.603 F 0.644][D acc: 0.664 R 0.625 F 0.703][G loss: 1.151 acc: 0.109] 0:00:07.755274 598 [D loss: 0.513 R 0.476 F 0.551][D acc: 0.719 R 0.766 F 0.672][G loss: 1.310 acc: 0.125] 0:00:07.835779 599 [D loss: 0.548 R 0.546 F 0.549][D acc: 0.750 R 0.719 F 0.781][G loss: 1.321 acc: 0.047] 0:00:07.909469 600 [D loss: 0.587 R 0.555 F 0.618][D acc: 0.672 R 0.656 F 0.688][G loss: 1.257 acc: 0.125] 0:00:07.987175 601 [D loss: 0.622 R 0.578 F 0.666][D acc: 0.641 R 0.641 F 0.641][G loss: 1.318 acc: 0.125] 0:00:08.058754 602 [D loss: 0.598 R 0.655 F 0.542][D acc: 0.719 R 0.594 F 0.844][G loss: 1.092 acc: 0.234] 0:00:08.146640 603 [D loss: 0.566 R 0.635 F 0.496][D acc: 0.680 R 0.578 F 0.781][G loss: 1.313 acc: 0.094] 0:00:08.222377 604 [D loss: 0.590 R 0.545 F 0.634][D acc: 0.742 R 0.750 F 0.734][G loss: 1.146 acc: 0.031] 0:00:08.294556 605 [D loss: 0.592 R 0.562 F 0.622][D acc: 0.703 R 0.672 F 0.734][G loss: 1.170 acc: 0.062] 0:00:08.371240 606 [D loss: 0.656 R 0.576 F 0.736][D acc: 0.617 R 0.641 F 0.594][G loss: 1.084 acc: 0.156] 0:00:08.449930 607 [D loss: 0.544 R 0.556 F 0.532][D acc: 0.789 R 0.734 F 0.844][G loss: 1.195 acc: 0.172] 0:00:08.527183 608 [D loss: 0.553 R 0.534 F 0.571][D acc: 0.734 R 0.703 F 0.766][G loss: 1.137 acc: 0.219] 0:00:08.599215 609 [D loss: 0.559 R 0.444 F 0.674][D acc: 0.695 R 0.797 F 0.594][G loss: 1.206 acc: 0.141] 0:00:08.672744 610 [D loss: 0.580 R 0.574 F 0.587][D acc: 0.711 R 0.688 F 0.734][G loss: 1.301 acc: 0.094] 0:00:08.751125 611 [D loss: 0.560 R 0.580 F 0.540][D acc: 0.719 R 0.625 F 0.812][G loss: 1.296 acc: 0.062] 0:00:08.823774 612 [D loss: 0.637 R 0.697 F 0.577][D acc: 0.641 R 0.516 F 0.766][G loss: 1.235 acc: 0.141] 0:00:08.897867 613 [D loss: 0.635 R 0.640 F 0.630][D acc: 0.641 R 0.578 F 0.703][G loss: 1.124 acc: 0.125] 0:00:08.971506 614 [D loss: 0.505 R 0.521 F 0.489][D acc: 0.742 R 0.672 F 0.812][G loss: 1.415 acc: 0.094] 0:00:09.053748 615 [D loss: 0.544 R 0.581 F 0.506][D acc: 0.766 R 0.672 F 0.859][G loss: 1.252 acc: 0.156] 0:00:09.132026 616 [D loss: 0.515 R 0.451 F 0.578][D acc: 0.773 R 0.781 F 0.766][G loss: 1.269 acc: 0.156] 0:00:09.205138 617 [D loss: 0.550 R 0.518 F 0.583][D acc: 0.672 R 0.719 F 0.625][G loss: 1.428 acc: 0.016] 0:00:09.275541 618 [D loss: 0.634 R 0.627 F 0.641][D acc: 0.641 R 0.609 F 0.672][G loss: 1.179 acc: 0.125] 0:00:09.353004 619 [D loss: 0.569 R 0.610 F 0.529][D acc: 0.719 R 0.656 F 0.781][G loss: 1.211 acc: 0.156] 0:00:09.433567 620 [D loss: 0.551 R 0.530 F 0.572][D acc: 0.719 R 0.703 F 0.734][G loss: 1.274 acc: 0.141] 0:00:09.513402 621 [D loss: 0.629 R 0.554 F 0.704][D acc: 0.656 R 0.672 F 0.641][G loss: 1.156 acc: 0.109] 0:00:09.589774 622 [D loss: 0.642 R 0.631 F 0.653][D acc: 0.664 R 0.703 F 0.625][G loss: 1.125 acc: 0.188] 0:00:09.681204 623 [D loss: 0.645 R 0.608 F 0.682][D acc: 0.609 R 0.562 F 0.656][G loss: 1.107 acc: 0.125] 0:00:09.752913 624 [D loss: 0.658 R 0.680 F 0.636][D acc: 0.633 R 0.562 F 0.703][G loss: 1.142 acc: 0.109] 0:00:09.826186 625 [D loss: 0.577 R 0.627 F 0.527][D acc: 0.656 R 0.562 F 0.750][G loss: 1.088 acc: 0.078] 0:00:09.897960 626 [D loss: 0.640 R 0.573 F 0.707][D acc: 0.672 R 0.641 F 0.703][G loss: 1.063 acc: 0.156] 0:00:09.970275 627 [D loss: 0.595 R 0.658 F 0.533][D acc: 0.703 R 0.578 F 0.828][G loss: 1.058 acc: 0.188] 0:00:10.041521 628 [D loss: 0.627 R 0.616 F 0.639][D acc: 0.664 R 0.656 F 0.672][G loss: 1.055 acc: 0.188] 0:00:10.122334 629 [D loss: 0.645 R 0.637 F 0.653][D acc: 0.656 R 0.625 F 0.688][G loss: 1.053 acc: 0.188] 0:00:10.199724 630 [D loss: 0.619 R 0.691 F 0.547][D acc: 0.703 R 0.531 F 0.875][G loss: 1.107 acc: 0.078] 0:00:10.275369 631 [D loss: 0.597 R 0.574 F 0.620][D acc: 0.703 R 0.703 F 0.703][G loss: 1.042 acc: 0.172] 0:00:10.349481 632 [D loss: 0.603 R 0.537 F 0.670][D acc: 0.641 R 0.719 F 0.562][G loss: 1.214 acc: 0.172] 0:00:10.420380 633 [D loss: 0.565 R 0.631 F 0.500][D acc: 0.688 R 0.594 F 0.781][G loss: 1.086 acc: 0.172] 0:00:10.499075 634 [D loss: 0.621 R 0.633 F 0.609][D acc: 0.641 R 0.531 F 0.750][G loss: 1.043 acc: 0.219] 0:00:10.572115 635 [D loss: 0.595 R 0.614 F 0.575][D acc: 0.688 R 0.641 F 0.734][G loss: 1.041 acc: 0.266] 0:00:10.655770 636 [D loss: 0.552 R 0.524 F 0.581][D acc: 0.703 R 0.672 F 0.734][G loss: 1.062 acc: 0.156] 0:00:10.744568 637 [D loss: 0.647 R 0.551 F 0.742][D acc: 0.633 R 0.672 F 0.594][G loss: 1.252 acc: 0.094] 0:00:10.824437 638 [D loss: 0.565 R 0.609 F 0.521][D acc: 0.711 R 0.656 F 0.766][G loss: 1.098 acc: 0.078] 0:00:10.901350 639 [D loss: 0.601 R 0.590 F 0.612][D acc: 0.617 R 0.547 F 0.688][G loss: 1.211 acc: 0.125] 0:00:10.976521 640 [D loss: 0.621 R 0.567 F 0.675][D acc: 0.664 R 0.688 F 0.641][G loss: 1.078 acc: 0.172] 0:00:11.050120 641 [D loss: 0.613 R 0.602 F 0.625][D acc: 0.672 R 0.656 F 0.688][G loss: 1.079 acc: 0.125] 0:00:11.125611 642 [D loss: 0.588 R 0.592 F 0.584][D acc: 0.742 R 0.688 F 0.797][G loss: 1.094 acc: 0.094] 0:00:11.205502 643 [D loss: 0.606 R 0.639 F 0.572][D acc: 0.695 R 0.609 F 0.781][G loss: 1.130 acc: 0.141] 0:00:11.276051 644 [D loss: 0.613 R 0.608 F 0.618][D acc: 0.648 R 0.594 F 0.703][G loss: 1.143 acc: 0.141] 0:00:11.347197 645 [D loss: 0.601 R 0.652 F 0.550][D acc: 0.680 R 0.609 F 0.750][G loss: 1.163 acc: 0.141] 0:00:11.432367 646 [D loss: 0.633 R 0.671 F 0.595][D acc: 0.617 R 0.531 F 0.703][G loss: 1.075 acc: 0.094] 0:00:11.507565 647 [D loss: 0.675 R 0.622 F 0.728][D acc: 0.570 R 0.578 F 0.562][G loss: 1.046 acc: 0.203] 0:00:11.578937 648 [D loss: 0.559 R 0.552 F 0.566][D acc: 0.727 R 0.719 F 0.734][G loss: 1.074 acc: 0.141] 0:00:11.674961 649 [D loss: 0.583 R 0.505 F 0.660][D acc: 0.742 R 0.781 F 0.703][G loss: 1.071 acc: 0.219] 0:00:11.752299 650 [D loss: 0.567 R 0.497 F 0.636][D acc: 0.727 R 0.781 F 0.672][G loss: 1.233 acc: 0.125] 0:00:11.828159 651 [D loss: 0.582 R 0.549 F 0.615][D acc: 0.734 R 0.703 F 0.766][G loss: 1.191 acc: 0.156] 0:00:11.932426 652 [D loss: 0.632 R 0.527 F 0.738][D acc: 0.625 R 0.734 F 0.516][G loss: 1.137 acc: 0.172] 0:00:12.008913 653 [D loss: 0.612 R 0.619 F 0.605][D acc: 0.664 R 0.609 F 0.719][G loss: 1.163 acc: 0.125] 0:00:12.080281 654 [D loss: 0.569 R 0.616 F 0.523][D acc: 0.656 R 0.516 F 0.797][G loss: 1.129 acc: 0.141] 0:00:12.171622 655 [D loss: 0.639 R 0.618 F 0.660][D acc: 0.594 R 0.562 F 0.625][G loss: 1.153 acc: 0.078] 0:00:12.245484 656 [D loss: 0.626 R 0.680 F 0.573][D acc: 0.664 R 0.547 F 0.781][G loss: 1.102 acc: 0.156] 0:00:12.316778 657 [D loss: 0.623 R 0.572 F 0.673][D acc: 0.672 R 0.656 F 0.688][G loss: 1.114 acc: 0.094] 0:00:12.394814 658 [D loss: 0.629 R 0.592 F 0.665][D acc: 0.648 R 0.578 F 0.719][G loss: 1.036 acc: 0.125] 0:00:12.470443 659 [D loss: 0.641 R 0.634 F 0.647][D acc: 0.602 R 0.516 F 0.688][G loss: 1.250 acc: 0.094] 0:00:12.545746 660 [D loss: 0.574 R 0.659 F 0.489][D acc: 0.766 R 0.609 F 0.922][G loss: 1.107 acc: 0.078] 0:00:12.622317 661 [D loss: 0.577 R 0.542 F 0.613][D acc: 0.711 R 0.672 F 0.750][G loss: 1.078 acc: 0.094] 0:00:12.695320 662 [D loss: 0.642 R 0.541 F 0.743][D acc: 0.633 R 0.641 F 0.625][G loss: 1.301 acc: 0.078] 0:00:12.773548 663 [D loss: 0.580 R 0.669 F 0.491][D acc: 0.680 R 0.516 F 0.844][G loss: 1.122 acc: 0.094] 0:00:12.847758 664 [D loss: 0.607 R 0.557 F 0.657][D acc: 0.648 R 0.656 F 0.641][G loss: 1.018 acc: 0.219] 0:00:12.941720 665 [D loss: 0.654 R 0.536 F 0.772][D acc: 0.664 R 0.719 F 0.609][G loss: 1.093 acc: 0.250] 0:00:13.033361 666 [D loss: 0.626 R 0.681 F 0.571][D acc: 0.711 R 0.594 F 0.828][G loss: 1.089 acc: 0.078] 0:00:13.110366 667 [D loss: 0.540 R 0.500 F 0.580][D acc: 0.766 R 0.750 F 0.781][G loss: 1.054 acc: 0.156] 0:00:13.187592 668 [D loss: 0.667 R 0.632 F 0.702][D acc: 0.609 R 0.578 F 0.641][G loss: 0.980 acc: 0.188] 0:00:13.261699 669 [D loss: 0.602 R 0.531 F 0.673][D acc: 0.703 R 0.672 F 0.734][G loss: 1.117 acc: 0.078] 0:00:13.334846 670 [D loss: 0.654 R 0.695 F 0.612][D acc: 0.648 R 0.578 F 0.719][G loss: 1.226 acc: 0.125] 0:00:13.405427 671 [D loss: 0.606 R 0.612 F 0.601][D acc: 0.641 R 0.609 F 0.672][G loss: 1.152 acc: 0.109] 0:00:13.497866 672 [D loss: 0.596 R 0.588 F 0.603][D acc: 0.695 R 0.656 F 0.734][G loss: 1.036 acc: 0.156] 0:00:13.572838 673 [D loss: 0.630 R 0.587 F 0.673][D acc: 0.609 R 0.641 F 0.578][G loss: 1.032 acc: 0.156] 0:00:13.644611 674 [D loss: 0.578 R 0.543 F 0.612][D acc: 0.695 R 0.672 F 0.719][G loss: 1.188 acc: 0.141] 0:00:13.715538 675 [D loss: 0.568 R 0.621 F 0.515][D acc: 0.734 R 0.594 F 0.875][G loss: 1.170 acc: 0.141] 0:00:13.801674 676 [D loss: 0.567 R 0.551 F 0.583][D acc: 0.695 R 0.656 F 0.734][G loss: 1.134 acc: 0.125] 0:00:13.881059 677 [D loss: 0.553 R 0.484 F 0.621][D acc: 0.711 R 0.719 F 0.703][G loss: 1.244 acc: 0.141] 0:00:13.955010 678 [D loss: 0.528 R 0.545 F 0.510][D acc: 0.719 R 0.641 F 0.797][G loss: 1.256 acc: 0.078] 0:00:14.033452 679 [D loss: 0.615 R 0.517 F 0.713][D acc: 0.703 R 0.750 F 0.656][G loss: 1.229 acc: 0.125] 0:00:14.104943 680 [D loss: 0.601 R 0.575 F 0.627][D acc: 0.672 R 0.625 F 0.719][G loss: 1.151 acc: 0.109] 0:00:14.191180 681 [D loss: 0.623 R 0.628 F 0.618][D acc: 0.633 R 0.656 F 0.609][G loss: 1.240 acc: 0.062] 0:00:14.267351 682 [D loss: 0.602 R 0.590 F 0.614][D acc: 0.688 R 0.656 F 0.719][G loss: 1.156 acc: 0.094] 0:00:14.337998 683 [D loss: 0.623 R 0.656 F 0.589][D acc: 0.641 R 0.547 F 0.734][G loss: 1.156 acc: 0.094] 0:00:14.410346 684 [D loss: 0.629 R 0.560 F 0.699][D acc: 0.672 R 0.719 F 0.625][G loss: 1.058 acc: 0.188] 0:00:14.490598 685 [D loss: 0.571 R 0.568 F 0.575][D acc: 0.719 R 0.688 F 0.750][G loss: 1.133 acc: 0.172] 0:00:14.562096 686 [D loss: 0.579 R 0.561 F 0.597][D acc: 0.656 R 0.656 F 0.656][G loss: 1.191 acc: 0.047] 0:00:14.633442 687 [D loss: 0.634 R 0.614 F 0.654][D acc: 0.648 R 0.625 F 0.672][G loss: 1.192 acc: 0.125] 0:00:14.710314 688 [D loss: 0.611 R 0.569 F 0.653][D acc: 0.680 R 0.688 F 0.672][G loss: 1.108 acc: 0.094] 0:00:14.783651 689 [D loss: 0.611 R 0.641 F 0.582][D acc: 0.695 R 0.594 F 0.797][G loss: 1.035 acc: 0.219] 0:00:14.859591 690 [D loss: 0.544 R 0.535 F 0.553][D acc: 0.742 R 0.719 F 0.766][G loss: 1.212 acc: 0.141] 0:00:14.935651 691 [D loss: 0.543 R 0.529 F 0.557][D acc: 0.734 R 0.734 F 0.734][G loss: 1.213 acc: 0.188] 0:00:15.008426 692 [D loss: 0.645 R 0.663 F 0.628][D acc: 0.648 R 0.594 F 0.703][G loss: 1.250 acc: 0.062] 0:00:15.080346 693 [D loss: 0.617 R 0.618 F 0.616][D acc: 0.664 R 0.641 F 0.688][G loss: 1.400 acc: 0.109] 0:00:15.169811 694 [D loss: 0.555 R 0.614 F 0.495][D acc: 0.742 R 0.625 F 0.859][G loss: 1.243 acc: 0.125] 0:00:15.252863 695 [D loss: 0.567 R 0.554 F 0.581][D acc: 0.750 R 0.688 F 0.812][G loss: 1.189 acc: 0.125] 0:00:15.325592 696 [D loss: 0.557 R 0.475 F 0.640][D acc: 0.742 R 0.766 F 0.719][G loss: 1.299 acc: 0.094] 0:00:15.400454 697 [D loss: 0.646 R 0.621 F 0.671][D acc: 0.664 R 0.641 F 0.688][G loss: 1.127 acc: 0.250] 0:00:15.480062 698 [D loss: 0.625 R 0.602 F 0.647][D acc: 0.672 R 0.625 F 0.719][G loss: 1.143 acc: 0.109] 0:00:15.562648 699 [D loss: 0.571 R 0.549 F 0.594][D acc: 0.734 R 0.703 F 0.766][G loss: 1.203 acc: 0.188] 0:00:15.637368 700 [D loss: 0.631 R 0.698 F 0.565][D acc: 0.695 R 0.625 F 0.766][G loss: 1.358 acc: 0.047] 0:00:15.710889 701 [D loss: 0.637 R 0.699 F 0.575][D acc: 0.641 R 0.547 F 0.734][G loss: 1.136 acc: 0.109] 0:00:15.787442 702 [D loss: 0.619 R 0.517 F 0.721][D acc: 0.656 R 0.672 F 0.641][G loss: 1.140 acc: 0.141] 0:00:15.862072 703 [D loss: 0.598 R 0.629 F 0.567][D acc: 0.695 R 0.625 F 0.766][G loss: 1.196 acc: 0.156] 0:00:15.933882 704 [D loss: 0.608 R 0.581 F 0.636][D acc: 0.688 R 0.688 F 0.688][G loss: 1.174 acc: 0.172] 0:00:16.008314 705 [D loss: 0.552 R 0.582 F 0.523][D acc: 0.734 R 0.641 F 0.828][G loss: 1.207 acc: 0.109] 0:00:16.083563 706 [D loss: 0.494 R 0.459 F 0.530][D acc: 0.781 R 0.766 F 0.797][G loss: 1.381 acc: 0.109] 0:00:16.155477 707 [D loss: 0.629 R 0.624 F 0.633][D acc: 0.648 R 0.625 F 0.672][G loss: 1.463 acc: 0.094] 0:00:16.243154 708 [D loss: 0.651 R 0.795 F 0.508][D acc: 0.641 R 0.453 F 0.828][G loss: 1.229 acc: 0.078] 0:00:16.319313 709 [D loss: 0.614 R 0.504 F 0.724][D acc: 0.688 R 0.719 F 0.656][G loss: 1.197 acc: 0.156] 0:00:16.390595 710 [D loss: 0.690 R 0.625 F 0.755][D acc: 0.617 R 0.609 F 0.625][G loss: 1.065 acc: 0.141] 0:00:16.466607 711 [D loss: 0.592 R 0.613 F 0.570][D acc: 0.656 R 0.547 F 0.766][G loss: 1.184 acc: 0.125] 0:00:16.543059 712 [D loss: 0.579 R 0.546 F 0.611][D acc: 0.695 R 0.672 F 0.719][G loss: 1.139 acc: 0.156] 0:00:16.619381 713 [D loss: 0.598 R 0.595 F 0.601][D acc: 0.695 R 0.688 F 0.703][G loss: 1.190 acc: 0.109] 0:00:16.689851 714 [D loss: 0.519 R 0.496 F 0.541][D acc: 0.734 R 0.719 F 0.750][G loss: 1.421 acc: 0.094] 0:00:16.775088 715 [D loss: 0.641 R 0.702 F 0.580][D acc: 0.672 R 0.578 F 0.766][G loss: 1.135 acc: 0.094] 0:00:16.856631 716 [D loss: 0.575 R 0.552 F 0.598][D acc: 0.680 R 0.656 F 0.703][G loss: 1.030 acc: 0.141] 0:00:16.930149 717 [D loss: 0.639 R 0.649 F 0.629][D acc: 0.664 R 0.641 F 0.688][G loss: 1.096 acc: 0.266] 0:00:17.008426 718 [D loss: 0.689 R 0.753 F 0.625][D acc: 0.562 R 0.453 F 0.672][G loss: 1.018 acc: 0.172] 0:00:17.080653 719 [D loss: 0.560 R 0.567 F 0.552][D acc: 0.711 R 0.672 F 0.750][G loss: 1.155 acc: 0.172] 0:00:17.151845 720 [D loss: 0.554 R 0.554 F 0.553][D acc: 0.695 R 0.625 F 0.766][G loss: 1.171 acc: 0.156] 0:00:17.232349 721 [D loss: 0.523 R 0.502 F 0.544][D acc: 0.797 R 0.812 F 0.781][G loss: 1.131 acc: 0.125] 0:00:17.320115 722 [D loss: 0.597 R 0.604 F 0.591][D acc: 0.641 R 0.578 F 0.703][G loss: 1.076 acc: 0.188] 0:00:17.394367 723 [D loss: 0.667 R 0.636 F 0.698][D acc: 0.617 R 0.625 F 0.609][G loss: 1.118 acc: 0.172] 0:00:17.476136 724 [D loss: 0.661 R 0.631 F 0.692][D acc: 0.547 R 0.516 F 0.578][G loss: 1.098 acc: 0.141] 0:00:17.559501 725 [D loss: 0.624 R 0.670 F 0.578][D acc: 0.625 R 0.562 F 0.688][G loss: 1.001 acc: 0.219] 0:00:17.652209 726 [D loss: 0.661 R 0.600 F 0.721][D acc: 0.648 R 0.594 F 0.703][G loss: 1.105 acc: 0.094] 0:00:17.746650 727 [D loss: 0.622 R 0.622 F 0.622][D acc: 0.625 R 0.594 F 0.656][G loss: 1.028 acc: 0.125] 0:00:17.820715 728 [D loss: 0.658 R 0.667 F 0.649][D acc: 0.586 R 0.562 F 0.609][G loss: 0.942 acc: 0.203] 0:00:17.891758 729 [D loss: 0.596 R 0.603 F 0.589][D acc: 0.672 R 0.625 F 0.719][G loss: 1.108 acc: 0.125] 0:00:17.970277 730 [D loss: 0.579 R 0.539 F 0.620][D acc: 0.719 R 0.656 F 0.781][G loss: 1.154 acc: 0.125] 0:00:18.043791 731 [D loss: 0.638 R 0.686 F 0.590][D acc: 0.648 R 0.531 F 0.766][G loss: 1.141 acc: 0.047] 0:00:18.121784 732 [D loss: 0.575 R 0.562 F 0.589][D acc: 0.656 R 0.578 F 0.734][G loss: 1.084 acc: 0.172] 0:00:18.194429 733 [D loss: 0.631 R 0.615 F 0.647][D acc: 0.648 R 0.609 F 0.688][G loss: 1.075 acc: 0.219] 0:00:18.284739 734 [D loss: 0.595 R 0.649 F 0.542][D acc: 0.680 R 0.562 F 0.797][G loss: 1.125 acc: 0.125] 0:00:18.357921 735 [D loss: 0.607 R 0.557 F 0.657][D acc: 0.656 R 0.672 F 0.641][G loss: 1.094 acc: 0.203] 0:00:18.430015 736 [D loss: 0.637 R 0.611 F 0.663][D acc: 0.633 R 0.594 F 0.672][G loss: 1.027 acc: 0.078] 0:00:18.523224 737 [D loss: 0.561 R 0.496 F 0.626][D acc: 0.719 R 0.734 F 0.703][G loss: 1.243 acc: 0.141] 0:00:18.595295 738 [D loss: 0.623 R 0.679 F 0.568][D acc: 0.641 R 0.516 F 0.766][G loss: 1.178 acc: 0.094] 0:00:18.680636 739 [D loss: 0.629 R 0.589 F 0.670][D acc: 0.633 R 0.688 F 0.578][G loss: 1.326 acc: 0.125] 0:00:18.758710 740 [D loss: 0.579 R 0.625 F 0.533][D acc: 0.703 R 0.609 F 0.797][G loss: 1.281 acc: 0.031] 0:00:18.836193 741 [D loss: 0.617 R 0.574 F 0.661][D acc: 0.656 R 0.625 F 0.688][G loss: 1.168 acc: 0.078] 0:00:18.922023 742 [D loss: 0.647 R 0.601 F 0.692][D acc: 0.656 R 0.656 F 0.656][G loss: 1.058 acc: 0.141] 0:00:18.997824 743 [D loss: 0.593 R 0.581 F 0.604][D acc: 0.641 R 0.562 F 0.719][G loss: 1.081 acc: 0.078] 0:00:19.069525 744 [D loss: 0.566 R 0.544 F 0.588][D acc: 0.742 R 0.688 F 0.797][G loss: 1.158 acc: 0.172] 0:00:19.144164 745 [D loss: 0.606 R 0.638 F 0.573][D acc: 0.656 R 0.578 F 0.734][G loss: 1.116 acc: 0.172] 0:00:19.216053 746 [D loss: 0.618 R 0.603 F 0.634][D acc: 0.688 R 0.672 F 0.703][G loss: 1.104 acc: 0.172] 0:00:19.293226 747 [D loss: 0.608 R 0.599 F 0.616][D acc: 0.672 R 0.625 F 0.719][G loss: 1.203 acc: 0.156] 0:00:19.368260 748 [D loss: 0.560 R 0.488 F 0.631][D acc: 0.734 R 0.719 F 0.750][G loss: 1.227 acc: 0.109] 0:00:19.440877 749 [D loss: 0.625 R 0.584 F 0.667][D acc: 0.680 R 0.672 F 0.688][G loss: 1.070 acc: 0.125] 0:00:19.514211 750 [D loss: 0.622 R 0.627 F 0.617][D acc: 0.633 R 0.578 F 0.688][G loss: 1.149 acc: 0.141] 0:00:19.593545 751 [D loss: 0.604 R 0.612 F 0.597][D acc: 0.641 R 0.562 F 0.719][G loss: 1.117 acc: 0.125] 0:00:19.669463 752 [D loss: 0.591 R 0.644 F 0.538][D acc: 0.680 R 0.578 F 0.781][G loss: 1.160 acc: 0.172] 0:00:19.744961 753 [D loss: 0.636 R 0.681 F 0.591][D acc: 0.625 R 0.562 F 0.688][G loss: 1.048 acc: 0.156] 0:00:19.822716 754 [D loss: 0.593 R 0.598 F 0.588][D acc: 0.672 R 0.641 F 0.703][G loss: 1.261 acc: 0.094] 0:00:19.898198 755 [D loss: 0.626 R 0.593 F 0.659][D acc: 0.664 R 0.641 F 0.688][G loss: 1.120 acc: 0.125] 0:00:19.969842 756 [D loss: 0.608 R 0.620 F 0.596][D acc: 0.656 R 0.625 F 0.688][G loss: 1.148 acc: 0.125] 0:00:20.044885 757 [D loss: 0.611 R 0.661 F 0.560][D acc: 0.680 R 0.594 F 0.766][G loss: 1.062 acc: 0.172] 0:00:20.116277 758 [D loss: 0.628 R 0.580 F 0.677][D acc: 0.664 R 0.703 F 0.625][G loss: 1.080 acc: 0.156] 0:00:20.188006 759 [D loss: 0.568 R 0.533 F 0.603][D acc: 0.695 R 0.672 F 0.719][G loss: 1.078 acc: 0.156] 0:00:20.270708 760 [D loss: 0.581 R 0.582 F 0.580][D acc: 0.625 R 0.594 F 0.656][G loss: 1.141 acc: 0.172] 0:00:20.342696 761 [D loss: 0.531 R 0.526 F 0.537][D acc: 0.773 R 0.734 F 0.812][G loss: 1.293 acc: 0.062] 0:00:20.417585 762 [D loss: 0.644 R 0.584 F 0.704][D acc: 0.625 R 0.625 F 0.625][G loss: 1.280 acc: 0.062] 0:00:20.495369 763 [D loss: 0.595 R 0.632 F 0.558][D acc: 0.719 R 0.578 F 0.859][G loss: 1.230 acc: 0.109] 0:00:20.567771 764 [D loss: 0.603 R 0.608 F 0.598][D acc: 0.648 R 0.594 F 0.703][G loss: 1.285 acc: 0.109] 0:00:20.642426 765 [D loss: 0.655 R 0.692 F 0.618][D acc: 0.656 R 0.578 F 0.734][G loss: 1.147 acc: 0.047] 0:00:20.720249 766 [D loss: 0.660 R 0.705 F 0.615][D acc: 0.617 R 0.531 F 0.703][G loss: 0.933 acc: 0.203] 0:00:20.796342 767 [D loss: 0.617 R 0.656 F 0.578][D acc: 0.641 R 0.500 F 0.781][G loss: 1.104 acc: 0.109] 0:00:20.875594 768 [D loss: 0.574 R 0.536 F 0.612][D acc: 0.695 R 0.625 F 0.766][G loss: 1.121 acc: 0.078] 0:00:20.948656 769 [D loss: 0.632 R 0.611 F 0.654][D acc: 0.617 R 0.562 F 0.672][G loss: 1.028 acc: 0.156] 0:00:21.022852 770 [D loss: 0.596 R 0.498 F 0.693][D acc: 0.672 R 0.672 F 0.672][G loss: 1.133 acc: 0.109] 0:00:21.100408 771 [D loss: 0.628 R 0.620 F 0.636][D acc: 0.625 R 0.594 F 0.656][G loss: 1.047 acc: 0.141] 0:00:21.173659 772 [D loss: 0.637 R 0.628 F 0.646][D acc: 0.609 R 0.578 F 0.641][G loss: 1.045 acc: 0.141] 0:00:21.244510 773 [D loss: 0.559 R 0.594 F 0.524][D acc: 0.711 R 0.578 F 0.844][G loss: 1.225 acc: 0.109] 0:00:21.340266 774 [D loss: 0.649 R 0.643 F 0.656][D acc: 0.633 R 0.578 F 0.688][G loss: 1.110 acc: 0.062] 0:00:21.417467 775 [D loss: 0.605 R 0.607 F 0.603][D acc: 0.680 R 0.641 F 0.719][G loss: 1.067 acc: 0.172] 0:00:21.489422 776 [D loss: 0.662 R 0.626 F 0.697][D acc: 0.648 R 0.609 F 0.688][G loss: 1.082 acc: 0.141] 0:00:21.565396 777 [D loss: 0.628 R 0.646 F 0.610][D acc: 0.641 R 0.578 F 0.703][G loss: 1.086 acc: 0.188] 0:00:21.644082 778 [D loss: 0.550 R 0.569 F 0.531][D acc: 0.672 R 0.594 F 0.750][G loss: 1.315 acc: 0.094] 0:00:21.735317 779 [D loss: 0.557 R 0.620 F 0.495][D acc: 0.711 R 0.562 F 0.859][G loss: 1.110 acc: 0.156] 0:00:21.807656 780 [D loss: 0.640 R 0.577 F 0.703][D acc: 0.609 R 0.641 F 0.578][G loss: 1.157 acc: 0.141] 0:00:21.886365 781 [D loss: 0.577 R 0.553 F 0.600][D acc: 0.703 R 0.672 F 0.734][G loss: 1.107 acc: 0.156] 0:00:21.959152 782 [D loss: 0.600 R 0.572 F 0.628][D acc: 0.656 R 0.641 F 0.672][G loss: 1.060 acc: 0.172] 0:00:22.037043 783 [D loss: 0.596 R 0.552 F 0.640][D acc: 0.672 R 0.625 F 0.719][G loss: 1.170 acc: 0.156] 0:00:22.116353 784 [D loss: 0.531 R 0.553 F 0.509][D acc: 0.742 R 0.641 F 0.844][G loss: 1.237 acc: 0.109] 0:00:22.189495 785 [D loss: 0.625 R 0.572 F 0.678][D acc: 0.641 R 0.719 F 0.562][G loss: 1.161 acc: 0.141] 0:00:22.265575 786 [D loss: 0.593 R 0.586 F 0.601][D acc: 0.680 R 0.609 F 0.750][G loss: 1.098 acc: 0.156] 0:00:22.348639 787 [D loss: 0.575 R 0.577 F 0.573][D acc: 0.641 R 0.609 F 0.672][G loss: 1.081 acc: 0.188] 0:00:22.421451 788 [D loss: 0.612 R 0.562 F 0.661][D acc: 0.625 R 0.594 F 0.656][G loss: 1.146 acc: 0.156] 0:00:22.493733 789 [D loss: 0.591 R 0.528 F 0.654][D acc: 0.680 R 0.656 F 0.703][G loss: 1.189 acc: 0.172] 0:00:22.568322 790 [D loss: 0.623 R 0.669 F 0.578][D acc: 0.641 R 0.516 F 0.766][G loss: 1.212 acc: 0.078] 0:00:22.645493 791 [D loss: 0.638 R 0.657 F 0.619][D acc: 0.633 R 0.578 F 0.688][G loss: 1.082 acc: 0.125] 0:00:22.734498 792 [D loss: 0.624 R 0.578 F 0.671][D acc: 0.656 R 0.656 F 0.656][G loss: 1.187 acc: 0.062] 0:00:22.809987 793 [D loss: 0.624 R 0.676 F 0.572][D acc: 0.656 R 0.547 F 0.766][G loss: 1.109 acc: 0.094] 0:00:22.888382 794 [D loss: 0.589 R 0.545 F 0.634][D acc: 0.633 R 0.641 F 0.625][G loss: 1.100 acc: 0.125] 0:00:22.967511 795 [D loss: 0.625 R 0.578 F 0.673][D acc: 0.656 R 0.641 F 0.672][G loss: 1.225 acc: 0.125] 0:00:23.042847 796 [D loss: 0.571 R 0.582 F 0.559][D acc: 0.688 R 0.625 F 0.750][G loss: 1.133 acc: 0.078] 0:00:23.116175 797 [D loss: 0.531 R 0.509 F 0.553][D acc: 0.727 R 0.734 F 0.719][G loss: 1.218 acc: 0.094] 0:00:23.187854 798 [D loss: 0.554 R 0.557 F 0.551][D acc: 0.727 R 0.641 F 0.812][G loss: 1.376 acc: 0.109] 0:00:23.271101 799 [D loss: 0.611 R 0.511 F 0.712][D acc: 0.641 R 0.688 F 0.594][G loss: 1.172 acc: 0.156] 0:00:23.351333 800 [D loss: 0.634 R 0.706 F 0.563][D acc: 0.602 R 0.469 F 0.734][G loss: 1.117 acc: 0.172] 0:00:23.422235 801 [D loss: 0.536 R 0.438 F 0.633][D acc: 0.734 R 0.812 F 0.656][G loss: 1.102 acc: 0.156] 0:00:23.496538 802 [D loss: 0.586 R 0.598 F 0.575][D acc: 0.711 R 0.641 F 0.781][G loss: 1.200 acc: 0.141] 0:00:23.575254 803 [D loss: 0.529 R 0.492 F 0.566][D acc: 0.688 R 0.656 F 0.719][G loss: 1.110 acc: 0.141] 0:00:23.646792 804 [D loss: 0.599 R 0.653 F 0.545][D acc: 0.680 R 0.609 F 0.750][G loss: 1.252 acc: 0.078] 0:00:23.719706 805 [D loss: 0.613 R 0.630 F 0.595][D acc: 0.641 R 0.594 F 0.688][G loss: 1.103 acc: 0.203] 0:00:23.794594 806 [D loss: 0.513 R 0.427 F 0.598][D acc: 0.688 R 0.766 F 0.609][G loss: 1.194 acc: 0.141] 0:00:23.866876 807 [D loss: 0.666 R 0.640 F 0.692][D acc: 0.602 R 0.547 F 0.656][G loss: 1.234 acc: 0.109] 0:00:23.942204 808 [D loss: 0.661 R 0.640 F 0.682][D acc: 0.633 R 0.594 F 0.672][G loss: 1.116 acc: 0.047] 0:00:24.012265 809 [D loss: 0.607 R 0.612 F 0.602][D acc: 0.680 R 0.609 F 0.750][G loss: 1.149 acc: 0.188] 0:00:24.082874 810 [D loss: 0.592 R 0.547 F 0.636][D acc: 0.695 R 0.656 F 0.734][G loss: 1.336 acc: 0.109] 0:00:24.158575 811 [D loss: 0.649 R 0.681 F 0.616][D acc: 0.648 R 0.547 F 0.750][G loss: 1.136 acc: 0.078] 0:00:24.236878 812 [D loss: 0.636 R 0.601 F 0.671][D acc: 0.656 R 0.609 F 0.703][G loss: 1.160 acc: 0.094] 0:00:24.313722 813 [D loss: 0.566 R 0.544 F 0.587][D acc: 0.742 R 0.734 F 0.750][G loss: 1.146 acc: 0.125] 0:00:24.391742 814 [D loss: 0.591 R 0.535 F 0.647][D acc: 0.672 R 0.656 F 0.688][G loss: 1.171 acc: 0.172] 0:00:24.464592 815 [D loss: 0.655 R 0.661 F 0.650][D acc: 0.602 R 0.531 F 0.672][G loss: 1.101 acc: 0.078] 0:00:24.535834 816 [D loss: 0.553 R 0.560 F 0.546][D acc: 0.727 R 0.641 F 0.812][G loss: 1.112 acc: 0.094] 0:00:24.613142 817 [D loss: 0.579 R 0.592 F 0.566][D acc: 0.648 R 0.547 F 0.750][G loss: 1.108 acc: 0.188] 0:00:24.683733 818 [D loss: 0.576 R 0.602 F 0.551][D acc: 0.703 R 0.641 F 0.766][G loss: 1.062 acc: 0.172] 0:00:24.754035 819 [D loss: 0.566 R 0.532 F 0.600][D acc: 0.734 R 0.719 F 0.750][G loss: 1.191 acc: 0.109] 0:00:24.833665 820 [D loss: 0.580 R 0.601 F 0.560][D acc: 0.734 R 0.672 F 0.797][G loss: 1.106 acc: 0.156] 0:00:24.911771 821 [D loss: 0.616 R 0.541 F 0.690][D acc: 0.695 R 0.688 F 0.703][G loss: 1.120 acc: 0.125] 0:00:24.984175 822 [D loss: 0.611 R 0.570 F 0.652][D acc: 0.617 R 0.578 F 0.656][G loss: 1.212 acc: 0.062] 0:00:25.062216 823 [D loss: 0.586 R 0.643 F 0.530][D acc: 0.672 R 0.516 F 0.828][G loss: 1.131 acc: 0.172] 0:00:25.132936 824 [D loss: 0.553 R 0.595 F 0.511][D acc: 0.734 R 0.656 F 0.812][G loss: 1.153 acc: 0.094] 0:00:25.203621 825 [D loss: 0.574 R 0.564 F 0.583][D acc: 0.742 R 0.672 F 0.812][G loss: 1.196 acc: 0.078] 0:00:25.278737 826 [D loss: 0.638 R 0.610 F 0.666][D acc: 0.672 R 0.609 F 0.734][G loss: 1.273 acc: 0.094] 0:00:25.365797 827 [D loss: 0.549 R 0.527 F 0.571][D acc: 0.734 R 0.703 F 0.766][G loss: 1.115 acc: 0.078] 0:00:25.458448 828 [D loss: 0.585 R 0.460 F 0.710][D acc: 0.711 R 0.750 F 0.672][G loss: 1.199 acc: 0.109] 0:00:25.541049 829 [D loss: 0.544 R 0.538 F 0.551][D acc: 0.703 R 0.656 F 0.750][G loss: 1.397 acc: 0.125] 0:00:25.621058 830 [D loss: 0.598 R 0.740 F 0.455][D acc: 0.703 R 0.531 F 0.875][G loss: 1.299 acc: 0.188] 0:00:25.693307 831 [D loss: 0.641 R 0.527 F 0.755][D acc: 0.703 R 0.719 F 0.688][G loss: 1.145 acc: 0.172] 0:00:25.777566 832 [D loss: 0.586 R 0.557 F 0.615][D acc: 0.633 R 0.641 F 0.625][G loss: 1.247 acc: 0.094] 0:00:25.870546 833 [D loss: 0.644 R 0.644 F 0.645][D acc: 0.648 R 0.609 F 0.688][G loss: 1.188 acc: 0.094] 0:00:25.943251 834 [D loss: 0.597 R 0.637 F 0.556][D acc: 0.648 R 0.547 F 0.750][G loss: 1.179 acc: 0.078] 0:00:26.030920 835 [D loss: 0.597 R 0.628 F 0.565][D acc: 0.648 R 0.594 F 0.703][G loss: 1.275 acc: 0.078] 0:00:26.102952 836 [D loss: 0.577 R 0.544 F 0.610][D acc: 0.703 R 0.703 F 0.703][G loss: 1.233 acc: 0.172] 0:00:26.172586 837 [D loss: 0.566 R 0.595 F 0.537][D acc: 0.672 R 0.578 F 0.766][G loss: 1.302 acc: 0.172] 0:00:26.258208 838 [D loss: 0.609 R 0.717 F 0.500][D acc: 0.680 R 0.500 F 0.859][G loss: 1.146 acc: 0.078] 0:00:26.337274 839 [D loss: 0.578 R 0.516 F 0.640][D acc: 0.680 R 0.672 F 0.688][G loss: 1.178 acc: 0.156] 0:00:26.408563 840 [D loss: 0.486 R 0.467 F 0.505][D acc: 0.789 R 0.750 F 0.828][G loss: 1.315 acc: 0.078] 0:00:26.487643 841 [D loss: 0.648 R 0.570 F 0.725][D acc: 0.641 R 0.594 F 0.688][G loss: 1.441 acc: 0.125] 0:00:26.562749 842 [D loss: 0.567 R 0.575 F 0.559][D acc: 0.750 R 0.703 F 0.797][G loss: 1.273 acc: 0.062] 0:00:26.653697 843 [D loss: 0.559 R 0.613 F 0.504][D acc: 0.703 R 0.562 F 0.844][G loss: 1.293 acc: 0.156] 0:00:26.731580 844 [D loss: 0.538 R 0.518 F 0.558][D acc: 0.703 R 0.656 F 0.750][G loss: 1.197 acc: 0.250] 0:00:26.829591 845 [D loss: 0.577 R 0.570 F 0.584][D acc: 0.703 R 0.688 F 0.719][G loss: 1.337 acc: 0.125] 0:00:26.907857 846 [D loss: 0.615 R 0.624 F 0.606][D acc: 0.656 R 0.594 F 0.719][G loss: 1.228 acc: 0.125] 0:00:26.997236 847 [D loss: 0.627 R 0.563 F 0.690][D acc: 0.648 R 0.641 F 0.656][G loss: 1.132 acc: 0.203] 0:00:27.072918 848 [D loss: 0.630 R 0.644 F 0.617][D acc: 0.641 R 0.531 F 0.750][G loss: 1.206 acc: 0.125] 0:00:27.146479 849 [D loss: 0.522 R 0.528 F 0.516][D acc: 0.758 R 0.734 F 0.781][G loss: 1.447 acc: 0.109] 0:00:27.223364 850 [D loss: 0.599 R 0.707 F 0.491][D acc: 0.641 R 0.516 F 0.766][G loss: 1.321 acc: 0.062] 0:00:27.301209 851 [D loss: 0.615 R 0.559 F 0.670][D acc: 0.680 R 0.688 F 0.672][G loss: 1.143 acc: 0.172] 0:00:27.378585 852 [D loss: 0.633 R 0.676 F 0.591][D acc: 0.664 R 0.594 F 0.734][G loss: 1.134 acc: 0.094] 0:00:27.452325 853 [D loss: 0.579 R 0.582 F 0.576][D acc: 0.664 R 0.594 F 0.734][G loss: 1.125 acc: 0.141] 0:00:27.528084 854 [D loss: 0.636 R 0.626 F 0.645][D acc: 0.641 R 0.625 F 0.656][G loss: 1.118 acc: 0.125] 0:00:27.599976 855 [D loss: 0.620 R 0.628 F 0.613][D acc: 0.641 R 0.672 F 0.609][G loss: 1.185 acc: 0.078] 0:00:27.686029 856 [D loss: 0.632 R 0.674 F 0.589][D acc: 0.641 R 0.547 F 0.734][G loss: 1.179 acc: 0.094] 0:00:27.774613 857 [D loss: 0.638 R 0.689 F 0.587][D acc: 0.633 R 0.594 F 0.672][G loss: 1.055 acc: 0.094] 0:00:27.847645 858 [D loss: 0.634 R 0.578 F 0.691][D acc: 0.656 R 0.609 F 0.703][G loss: 1.144 acc: 0.094] 0:00:27.930011 859 [D loss: 0.597 R 0.609 F 0.586][D acc: 0.680 R 0.609 F 0.750][G loss: 1.208 acc: 0.109] 0:00:28.008535 860 [D loss: 0.582 R 0.573 F 0.590][D acc: 0.695 R 0.625 F 0.766][G loss: 1.001 acc: 0.141] 0:00:28.090926 861 [D loss: 0.673 R 0.657 F 0.689][D acc: 0.609 R 0.594 F 0.625][G loss: 1.194 acc: 0.125] 0:00:28.164517 862 [D loss: 0.674 R 0.635 F 0.714][D acc: 0.578 R 0.562 F 0.594][G loss: 1.001 acc: 0.156] 0:00:28.242100 863 [D loss: 0.570 R 0.612 F 0.528][D acc: 0.656 R 0.516 F 0.797][G loss: 1.024 acc: 0.156] 0:00:28.316298 864 [D loss: 0.623 R 0.604 F 0.641][D acc: 0.641 R 0.562 F 0.719][G loss: 1.073 acc: 0.172] 0:00:28.399757 865 [D loss: 0.619 R 0.544 F 0.693][D acc: 0.664 R 0.656 F 0.672][G loss: 1.108 acc: 0.141] 0:00:28.475648 866 [D loss: 0.555 R 0.585 F 0.525][D acc: 0.719 R 0.625 F 0.812][G loss: 1.008 acc: 0.188] 0:00:28.547834 867 [D loss: 0.613 R 0.599 F 0.627][D acc: 0.672 R 0.688 F 0.656][G loss: 1.109 acc: 0.234] 0:00:28.622268 868 [D loss: 0.636 R 0.625 F 0.647][D acc: 0.609 R 0.578 F 0.641][G loss: 1.237 acc: 0.062] 0:00:28.693435 869 [D loss: 0.678 R 0.740 F 0.617][D acc: 0.609 R 0.516 F 0.703][G loss: 1.132 acc: 0.031] 0:00:28.766032 870 [D loss: 0.615 R 0.606 F 0.625][D acc: 0.680 R 0.656 F 0.703][G loss: 1.206 acc: 0.109] 0:00:28.842533 871 [D loss: 0.591 R 0.587 F 0.595][D acc: 0.688 R 0.656 F 0.719][G loss: 1.088 acc: 0.172] 0:00:28.928731 872 [D loss: 0.607 R 0.581 F 0.632][D acc: 0.695 R 0.703 F 0.688][G loss: 1.098 acc: 0.125] 0:00:29.007473 873 [D loss: 0.536 R 0.456 F 0.616][D acc: 0.758 R 0.766 F 0.750][G loss: 1.166 acc: 0.141] 0:00:29.082288 874 [D loss: 0.591 R 0.670 F 0.512][D acc: 0.672 R 0.531 F 0.812][G loss: 1.317 acc: 0.062] 0:00:29.152526 875 [D loss: 0.695 R 0.575 F 0.815][D acc: 0.586 R 0.594 F 0.578][G loss: 1.059 acc: 0.094] 0:00:29.230163 876 [D loss: 0.582 R 0.570 F 0.593][D acc: 0.727 R 0.656 F 0.797][G loss: 1.124 acc: 0.141] 0:00:29.325761 877 [D loss: 0.676 R 0.676 F 0.676][D acc: 0.672 R 0.609 F 0.734][G loss: 1.134 acc: 0.062] 0:00:29.407660 878 [D loss: 0.580 R 0.602 F 0.558][D acc: 0.680 R 0.609 F 0.750][G loss: 1.056 acc: 0.078] 0:00:29.506710 879 [D loss: 0.597 R 0.528 F 0.666][D acc: 0.672 R 0.688 F 0.656][G loss: 1.052 acc: 0.188] 0:00:29.592470 880 [D loss: 0.616 R 0.607 F 0.625][D acc: 0.680 R 0.641 F 0.719][G loss: 1.143 acc: 0.141] 0:00:29.673690 881 [D loss: 0.658 R 0.701 F 0.615][D acc: 0.602 R 0.453 F 0.750][G loss: 1.091 acc: 0.094] 0:00:29.759441 882 [D loss: 0.600 R 0.553 F 0.646][D acc: 0.648 R 0.594 F 0.703][G loss: 1.112 acc: 0.094] 0:00:29.837126 883 [D loss: 0.577 R 0.505 F 0.649][D acc: 0.695 R 0.719 F 0.672][G loss: 1.072 acc: 0.125] 0:00:29.911017 884 [D loss: 0.631 R 0.628 F 0.635][D acc: 0.648 R 0.578 F 0.719][G loss: 1.136 acc: 0.078] 0:00:29.983625 885 [D loss: 0.605 R 0.648 F 0.561][D acc: 0.664 R 0.531 F 0.797][G loss: 1.103 acc: 0.156] 0:00:30.063161 886 [D loss: 0.562 R 0.588 F 0.535][D acc: 0.734 R 0.656 F 0.812][G loss: 1.020 acc: 0.172] 0:00:30.139181 887 [D loss: 0.627 R 0.642 F 0.611][D acc: 0.656 R 0.656 F 0.656][G loss: 1.102 acc: 0.125] 0:00:30.210830 888 [D loss: 0.573 R 0.571 F 0.575][D acc: 0.695 R 0.625 F 0.766][G loss: 1.148 acc: 0.141] 0:00:30.287735 889 [D loss: 0.561 R 0.533 F 0.589][D acc: 0.703 R 0.688 F 0.719][G loss: 1.256 acc: 0.172] 0:00:30.359745 890 [D loss: 0.548 R 0.589 F 0.506][D acc: 0.727 R 0.656 F 0.797][G loss: 1.236 acc: 0.062] 0:00:30.442791 891 [D loss: 0.615 R 0.674 F 0.556][D acc: 0.656 R 0.578 F 0.734][G loss: 1.181 acc: 0.203] 0:00:30.521548 892 [D loss: 0.597 R 0.556 F 0.639][D acc: 0.695 R 0.734 F 0.656][G loss: 1.146 acc: 0.188] 0:00:30.593431 893 [D loss: 0.619 R 0.605 F 0.633][D acc: 0.617 R 0.562 F 0.672][G loss: 1.169 acc: 0.109] 0:00:30.665074 894 [D loss: 0.590 R 0.662 F 0.518][D acc: 0.664 R 0.531 F 0.797][G loss: 1.138 acc: 0.156] 0:00:30.743514 895 [D loss: 0.589 R 0.557 F 0.622][D acc: 0.727 R 0.734 F 0.719][G loss: 1.174 acc: 0.141] 0:00:30.820584 896 [D loss: 0.583 R 0.630 F 0.535][D acc: 0.711 R 0.609 F 0.812][G loss: 1.279 acc: 0.094] 0:00:30.898135 897 [D loss: 0.612 R 0.525 F 0.699][D acc: 0.641 R 0.703 F 0.578][G loss: 1.250 acc: 0.125] 0:00:30.974391 898 [D loss: 0.573 R 0.513 F 0.633][D acc: 0.750 R 0.734 F 0.766][G loss: 1.279 acc: 0.094] 0:00:31.055812 899 [D loss: 0.563 R 0.597 F 0.530][D acc: 0.648 R 0.578 F 0.719][G loss: 1.177 acc: 0.078] 0:00:31.128240 900 [D loss: 0.558 R 0.510 F 0.607][D acc: 0.695 R 0.719 F 0.672][G loss: 1.138 acc: 0.109] 0:00:31.201457 901 [D loss: 0.544 R 0.546 F 0.543][D acc: 0.688 R 0.656 F 0.719][G loss: 1.178 acc: 0.109] 0:00:31.276309 902 [D loss: 0.570 R 0.543 F 0.597][D acc: 0.703 R 0.688 F 0.719][G loss: 1.411 acc: 0.062] 0:00:31.347816 903 [D loss: 0.538 R 0.536 F 0.540][D acc: 0.727 R 0.672 F 0.781][G loss: 1.240 acc: 0.047] 0:00:31.426424 904 [D loss: 0.637 R 0.672 F 0.601][D acc: 0.633 R 0.531 F 0.734][G loss: 1.310 acc: 0.031] 0:00:31.505400 905 [D loss: 0.583 R 0.601 F 0.565][D acc: 0.688 R 0.641 F 0.734][G loss: 1.096 acc: 0.141] 0:00:31.576833 906 [D loss: 0.534 R 0.534 F 0.535][D acc: 0.727 R 0.641 F 0.812][G loss: 1.127 acc: 0.156] 0:00:31.653482 907 [D loss: 0.504 R 0.491 F 0.517][D acc: 0.734 R 0.703 F 0.766][G loss: 1.316 acc: 0.172] 0:00:31.739300 908 [D loss: 0.558 R 0.624 F 0.492][D acc: 0.703 R 0.641 F 0.766][G loss: 1.217 acc: 0.141] 0:00:31.819095 909 [D loss: 0.556 R 0.518 F 0.595][D acc: 0.672 R 0.672 F 0.672][G loss: 1.430 acc: 0.109] 0:00:31.901026 910 [D loss: 0.629 R 0.637 F 0.622][D acc: 0.672 R 0.578 F 0.766][G loss: 1.235 acc: 0.078] 0:00:31.981684 911 [D loss: 0.605 R 0.580 F 0.630][D acc: 0.672 R 0.656 F 0.688][G loss: 1.299 acc: 0.078] 0:00:32.054009 912 [D loss: 0.475 R 0.419 F 0.530][D acc: 0.789 R 0.766 F 0.812][G loss: 1.255 acc: 0.125] 0:00:32.132116 913 [D loss: 0.622 R 0.591 F 0.653][D acc: 0.617 R 0.562 F 0.672][G loss: 1.269 acc: 0.109] 0:00:32.203121 914 [D loss: 0.618 R 0.651 F 0.586][D acc: 0.719 R 0.609 F 0.828][G loss: 1.242 acc: 0.047] 0:00:32.280883 915 [D loss: 0.531 R 0.482 F 0.581][D acc: 0.719 R 0.734 F 0.703][G loss: 1.238 acc: 0.031] 0:00:32.358367 916 [D loss: 0.572 R 0.558 F 0.587][D acc: 0.680 R 0.625 F 0.734][G loss: 1.275 acc: 0.078] 0:00:32.440843 917 [D loss: 0.547 R 0.570 F 0.523][D acc: 0.727 R 0.625 F 0.828][G loss: 1.411 acc: 0.031] 0:00:32.515827 918 [D loss: 0.599 R 0.610 F 0.588][D acc: 0.734 R 0.656 F 0.812][G loss: 1.341 acc: 0.016] 0:00:32.594839 919 [D loss: 0.536 R 0.580 F 0.491][D acc: 0.719 R 0.609 F 0.828][G loss: 1.205 acc: 0.109] 0:00:32.673315 920 [D loss: 0.665 R 0.643 F 0.686][D acc: 0.609 R 0.594 F 0.625][G loss: 1.185 acc: 0.094] 0:00:32.749022 921 [D loss: 0.599 R 0.583 F 0.615][D acc: 0.703 R 0.656 F 0.750][G loss: 1.153 acc: 0.156] 0:00:32.829683 922 [D loss: 0.613 R 0.666 F 0.559][D acc: 0.578 R 0.500 F 0.656][G loss: 1.124 acc: 0.156] 0:00:32.901586 923 [D loss: 0.608 R 0.646 F 0.569][D acc: 0.719 R 0.641 F 0.797][G loss: 1.224 acc: 0.078] 0:00:32.974462 924 [D loss: 0.594 R 0.566 F 0.621][D acc: 0.656 R 0.594 F 0.719][G loss: 1.055 acc: 0.109] 0:00:33.054887 925 [D loss: 0.667 R 0.712 F 0.622][D acc: 0.602 R 0.547 F 0.656][G loss: 1.242 acc: 0.062] 0:00:33.131333 926 [D loss: 0.578 R 0.564 F 0.592][D acc: 0.688 R 0.625 F 0.750][G loss: 1.119 acc: 0.078] 0:00:33.212673 927 [D loss: 0.600 R 0.599 F 0.601][D acc: 0.641 R 0.578 F 0.703][G loss: 1.115 acc: 0.094] 0:00:33.285452 928 [D loss: 0.595 R 0.606 F 0.583][D acc: 0.719 R 0.656 F 0.781][G loss: 1.120 acc: 0.078] 0:00:33.359338 929 [D loss: 0.605 R 0.680 F 0.531][D acc: 0.680 R 0.578 F 0.781][G loss: 1.118 acc: 0.125] 0:00:33.435171 930 [D loss: 0.627 R 0.604 F 0.651][D acc: 0.648 R 0.594 F 0.703][G loss: 1.150 acc: 0.125] 0:00:33.512025 931 [D loss: 0.547 R 0.496 F 0.598][D acc: 0.703 R 0.688 F 0.719][G loss: 1.230 acc: 0.094] 0:00:33.586135 932 [D loss: 0.621 R 0.625 F 0.617][D acc: 0.711 R 0.656 F 0.766][G loss: 1.153 acc: 0.078] 0:00:33.663544 933 [D loss: 0.588 R 0.583 F 0.594][D acc: 0.672 R 0.578 F 0.766][G loss: 1.268 acc: 0.109] 0:00:33.762985 934 [D loss: 0.566 R 0.563 F 0.570][D acc: 0.703 R 0.609 F 0.797][G loss: 1.244 acc: 0.047] 0:00:33.864288 935 [D loss: 0.583 R 0.536 F 0.630][D acc: 0.711 R 0.703 F 0.719][G loss: 1.191 acc: 0.156] 0:00:33.944150 936 [D loss: 0.581 R 0.521 F 0.640][D acc: 0.719 R 0.703 F 0.734][G loss: 1.082 acc: 0.141] 0:00:34.028085 937 [D loss: 0.526 R 0.503 F 0.548][D acc: 0.727 R 0.672 F 0.781][G loss: 1.237 acc: 0.141] 0:00:34.124558 938 [D loss: 0.549 R 0.568 F 0.530][D acc: 0.703 R 0.641 F 0.766][G loss: 1.318 acc: 0.062] 0:00:34.218165 939 [D loss: 0.563 R 0.604 F 0.523][D acc: 0.695 R 0.578 F 0.812][G loss: 1.276 acc: 0.109] 0:00:34.304372 940 [D loss: 0.592 R 0.629 F 0.555][D acc: 0.664 R 0.562 F 0.766][G loss: 1.198 acc: 0.125] 0:00:34.383256 941 [D loss: 0.609 R 0.642 F 0.575][D acc: 0.688 R 0.594 F 0.781][G loss: 1.119 acc: 0.141] 0:00:34.468149 942 [D loss: 0.580 R 0.532 F 0.627][D acc: 0.703 R 0.656 F 0.750][G loss: 1.116 acc: 0.172] 0:00:34.560267 943 [D loss: 0.591 R 0.512 F 0.671][D acc: 0.641 R 0.688 F 0.594][G loss: 1.215 acc: 0.172] 0:00:34.636924 944 [D loss: 0.612 R 0.709 F 0.515][D acc: 0.656 R 0.531 F 0.781][G loss: 1.096 acc: 0.156] 0:00:34.714386 945 [D loss: 0.572 R 0.544 F 0.600][D acc: 0.695 R 0.672 F 0.719][G loss: 1.210 acc: 0.156] 0:00:34.794438 946 [D loss: 0.634 R 0.566 F 0.702][D acc: 0.648 R 0.656 F 0.641][G loss: 0.999 acc: 0.172] 0:00:34.868317 947 [D loss: 0.606 R 0.593 F 0.620][D acc: 0.664 R 0.656 F 0.672][G loss: 1.350 acc: 0.078] 0:00:34.944035 948 [D loss: 0.647 R 0.692 F 0.601][D acc: 0.664 R 0.562 F 0.766][G loss: 1.134 acc: 0.047] 0:00:35.030141 949 [D loss: 0.634 R 0.625 F 0.644][D acc: 0.625 R 0.562 F 0.688][G loss: 1.132 acc: 0.125] 0:00:35.106593 950 [D loss: 0.518 R 0.546 F 0.489][D acc: 0.758 R 0.656 F 0.859][G loss: 1.178 acc: 0.078] 0:00:35.187789 951 [D loss: 0.589 R 0.571 F 0.607][D acc: 0.633 R 0.594 F 0.672][G loss: 1.161 acc: 0.109] 0:00:35.263349 952 [D loss: 0.563 R 0.500 F 0.626][D acc: 0.695 R 0.734 F 0.656][G loss: 1.175 acc: 0.109] 0:00:35.334317 953 [D loss: 0.630 R 0.632 F 0.627][D acc: 0.664 R 0.625 F 0.703][G loss: 1.128 acc: 0.094] 0:00:35.406047 954 [D loss: 0.573 R 0.646 F 0.500][D acc: 0.711 R 0.547 F 0.875][G loss: 1.013 acc: 0.188] 0:00:35.504111 955 [D loss: 0.600 R 0.552 F 0.649][D acc: 0.695 R 0.641 F 0.750][G loss: 1.207 acc: 0.172] 0:00:35.578055 956 [D loss: 0.581 R 0.617 F 0.545][D acc: 0.680 R 0.531 F 0.828][G loss: 1.168 acc: 0.125] 0:00:35.650241 957 [D loss: 0.588 R 0.613 F 0.563][D acc: 0.734 R 0.656 F 0.812][G loss: 1.147 acc: 0.125] 0:00:35.742481 958 [D loss: 0.605 R 0.580 F 0.630][D acc: 0.656 R 0.578 F 0.734][G loss: 1.139 acc: 0.141] 0:00:35.817703 959 [D loss: 0.507 R 0.481 F 0.533][D acc: 0.766 R 0.734 F 0.797][G loss: 1.201 acc: 0.094] 0:00:35.893782 960 [D loss: 0.591 R 0.575 F 0.606][D acc: 0.664 R 0.609 F 0.719][G loss: 1.214 acc: 0.109] 0:00:35.970577 961 [D loss: 0.524 R 0.490 F 0.558][D acc: 0.727 R 0.672 F 0.781][G loss: 1.270 acc: 0.094] 0:00:36.047082 962 [D loss: 0.525 R 0.573 F 0.476][D acc: 0.719 R 0.609 F 0.828][G loss: 1.376 acc: 0.141] 0:00:36.120365 963 [D loss: 0.593 R 0.573 F 0.613][D acc: 0.664 R 0.656 F 0.672][G loss: 1.166 acc: 0.172] 0:00:36.201926 964 [D loss: 0.515 R 0.495 F 0.536][D acc: 0.742 R 0.688 F 0.797][G loss: 1.429 acc: 0.094] 0:00:36.275649 965 [D loss: 0.601 R 0.664 F 0.538][D acc: 0.688 R 0.578 F 0.797][G loss: 1.206 acc: 0.125] 0:00:36.346102 966 [D loss: 0.599 R 0.509 F 0.690][D acc: 0.656 R 0.641 F 0.672][G loss: 1.069 acc: 0.219] 0:00:36.416936 967 [D loss: 0.648 R 0.534 F 0.763][D acc: 0.672 R 0.672 F 0.672][G loss: 1.321 acc: 0.047] 0:00:36.499731 968 [D loss: 0.631 R 0.670 F 0.592][D acc: 0.633 R 0.531 F 0.734][G loss: 1.204 acc: 0.094] 0:00:36.576612 969 [D loss: 0.590 R 0.515 F 0.666][D acc: 0.688 R 0.672 F 0.703][G loss: 1.118 acc: 0.141] 0:00:36.651812 970 [D loss: 0.588 R 0.570 F 0.607][D acc: 0.648 R 0.609 F 0.688][G loss: 1.148 acc: 0.141] 0:00:36.729055 971 [D loss: 0.569 R 0.586 F 0.553][D acc: 0.719 R 0.625 F 0.812][G loss: 1.223 acc: 0.125] 0:00:36.801911 972 [D loss: 0.575 R 0.601 F 0.549][D acc: 0.688 R 0.625 F 0.750][G loss: 1.212 acc: 0.094] 0:00:36.878253 973 [D loss: 0.618 R 0.622 F 0.613][D acc: 0.633 R 0.594 F 0.672][G loss: 1.565 acc: 0.047] 0:00:36.951022 974 [D loss: 0.581 R 0.634 F 0.528][D acc: 0.711 R 0.594 F 0.828][G loss: 1.128 acc: 0.094] 0:00:37.028059 975 [D loss: 0.516 R 0.554 F 0.478][D acc: 0.750 R 0.656 F 0.844][G loss: 1.187 acc: 0.094] 0:00:37.105767 976 [D loss: 0.582 R 0.536 F 0.628][D acc: 0.672 R 0.641 F 0.703][G loss: 1.225 acc: 0.125] 0:00:37.176662 977 [D loss: 0.651 R 0.610 F 0.693][D acc: 0.633 R 0.609 F 0.656][G loss: 1.170 acc: 0.078] 0:00:37.266108 978 [D loss: 0.596 R 0.694 F 0.499][D acc: 0.664 R 0.516 F 0.812][G loss: 1.143 acc: 0.156] 0:00:37.341583 979 [D loss: 0.573 R 0.525 F 0.621][D acc: 0.711 R 0.703 F 0.719][G loss: 1.133 acc: 0.109] 0:00:37.417538 980 [D loss: 0.514 R 0.499 F 0.530][D acc: 0.758 R 0.703 F 0.812][G loss: 1.215 acc: 0.188] 0:00:37.505690 981 [D loss: 0.624 R 0.573 F 0.675][D acc: 0.625 R 0.641 F 0.609][G loss: 1.258 acc: 0.078] 0:00:37.585857 982 [D loss: 0.549 R 0.526 F 0.572][D acc: 0.680 R 0.656 F 0.703][G loss: 1.178 acc: 0.141] 0:00:37.667454 983 [D loss: 0.518 R 0.473 F 0.562][D acc: 0.734 R 0.750 F 0.719][G loss: 1.209 acc: 0.156] 0:00:37.744129 984 [D loss: 0.628 R 0.648 F 0.608][D acc: 0.695 R 0.656 F 0.734][G loss: 1.162 acc: 0.172] 0:00:37.820766 985 [D loss: 0.554 R 0.565 F 0.543][D acc: 0.711 R 0.672 F 0.750][G loss: 1.300 acc: 0.125] 0:00:37.898077 986 [D loss: 0.503 R 0.503 F 0.504][D acc: 0.742 R 0.672 F 0.812][G loss: 1.403 acc: 0.047] 0:00:37.972437 987 [D loss: 0.563 R 0.515 F 0.611][D acc: 0.742 R 0.750 F 0.734][G loss: 1.299 acc: 0.109] 0:00:38.056012 988 [D loss: 0.506 R 0.526 F 0.487][D acc: 0.766 R 0.719 F 0.812][G loss: 1.272 acc: 0.188] 0:00:38.129380 989 [D loss: 0.645 R 0.687 F 0.603][D acc: 0.648 R 0.562 F 0.734][G loss: 1.199 acc: 0.172] 0:00:38.201618 990 [D loss: 0.520 R 0.528 F 0.513][D acc: 0.781 R 0.766 F 0.797][G loss: 1.391 acc: 0.047] 0:00:38.280989 991 [D loss: 0.525 R 0.525 F 0.524][D acc: 0.758 R 0.688 F 0.828][G loss: 1.368 acc: 0.125] 0:00:38.353164 992 [D loss: 0.616 R 0.519 F 0.714][D acc: 0.672 R 0.688 F 0.656][G loss: 1.330 acc: 0.078] 0:00:38.426707 993 [D loss: 0.527 R 0.517 F 0.537][D acc: 0.727 R 0.656 F 0.797][G loss: 1.308 acc: 0.094] 0:00:38.514814 994 [D loss: 0.481 R 0.443 F 0.519][D acc: 0.750 R 0.734 F 0.766][G loss: 1.441 acc: 0.078] 0:00:38.594917 995 [D loss: 0.620 R 0.637 F 0.602][D acc: 0.648 R 0.625 F 0.672][G loss: 1.360 acc: 0.047] 0:00:38.665991 996 [D loss: 0.582 R 0.557 F 0.607][D acc: 0.672 R 0.641 F 0.703][G loss: 1.320 acc: 0.078] 0:00:38.743300 997 [D loss: 0.606 R 0.737 F 0.476][D acc: 0.680 R 0.516 F 0.844][G loss: 1.160 acc: 0.109] 0:00:38.815179 998 [D loss: 0.561 R 0.544 F 0.578][D acc: 0.703 R 0.688 F 0.719][G loss: 1.294 acc: 0.172] 0:00:38.885824 999 [D loss: 0.521 R 0.543 F 0.499][D acc: 0.750 R 0.688 F 0.812][G loss: 1.239 acc: 0.156] 0:00:38.958551 1000 [D loss: 0.569 R 0.571 F 0.567][D acc: 0.695 R 0.609 F 0.781][G loss: 1.103 acc: 0.250] 0:00:39.030594
In [33]:
# Training in addition
# 追加で training する。
gan_work.train(
x_train,
batch_size = BATCH_SIZE,
epochs = 6000,
run_folder = save_path1,
print_every_n_batches = 2000
)
1001 [D loss: 0.571 R 0.491 F 0.650][D acc: 0.664 R 0.688 F 0.641][G loss: 1.211 acc: 0.172] 0:00:00.080392 1002 [D loss: 0.559 R 0.579 F 0.539][D acc: 0.703 R 0.641 F 0.766][G loss: 1.292 acc: 0.125] 0:00:00.156964 1003 [D loss: 0.541 R 0.532 F 0.551][D acc: 0.750 R 0.688 F 0.812][G loss: 1.290 acc: 0.094] 0:00:00.234994 1004 [D loss: 0.537 R 0.446 F 0.628][D acc: 0.773 R 0.797 F 0.750][G loss: 1.198 acc: 0.047] 0:00:00.322648 1005 [D loss: 0.531 R 0.515 F 0.548][D acc: 0.734 R 0.734 F 0.734][G loss: 1.226 acc: 0.078] 0:00:00.414984 1006 [D loss: 0.567 R 0.574 F 0.560][D acc: 0.672 R 0.641 F 0.703][G loss: 1.338 acc: 0.109] 0:00:00.497695 1007 [D loss: 0.554 R 0.630 F 0.479][D acc: 0.695 R 0.562 F 0.828][G loss: 1.400 acc: 0.062] 0:00:00.574185 1008 [D loss: 0.614 R 0.623 F 0.605][D acc: 0.633 R 0.547 F 0.719][G loss: 1.261 acc: 0.094] 0:00:00.647186 1009 [D loss: 0.564 R 0.590 F 0.539][D acc: 0.719 R 0.625 F 0.812][G loss: 1.276 acc: 0.141] 0:00:00.737941 1010 [D loss: 0.603 R 0.555 F 0.652][D acc: 0.664 R 0.672 F 0.656][G loss: 1.289 acc: 0.141] 0:00:00.855188 1011 [D loss: 0.549 R 0.578 F 0.520][D acc: 0.695 R 0.656 F 0.734][G loss: 1.190 acc: 0.172] 0:00:00.934103 1012 [D loss: 0.477 R 0.422 F 0.532][D acc: 0.742 R 0.750 F 0.734][G loss: 1.508 acc: 0.031] 0:00:01.005894 1013 [D loss: 0.529 R 0.607 F 0.451][D acc: 0.711 R 0.609 F 0.812][G loss: 1.219 acc: 0.156] 0:00:01.083058 1014 [D loss: 0.506 R 0.463 F 0.548][D acc: 0.742 R 0.719 F 0.766][G loss: 1.253 acc: 0.141] 0:00:01.157425 1015 [D loss: 0.517 R 0.474 F 0.560][D acc: 0.727 R 0.734 F 0.719][G loss: 1.580 acc: 0.016] 0:00:01.230285 1016 [D loss: 0.540 R 0.530 F 0.550][D acc: 0.734 R 0.719 F 0.750][G loss: 1.438 acc: 0.109] 0:00:01.306623 1017 [D loss: 0.686 R 0.717 F 0.655][D acc: 0.633 R 0.547 F 0.719][G loss: 1.210 acc: 0.125] 0:00:01.380856 1018 [D loss: 0.637 R 0.646 F 0.628][D acc: 0.625 R 0.531 F 0.719][G loss: 1.240 acc: 0.141] 0:00:01.454937 1019 [D loss: 0.507 R 0.526 F 0.489][D acc: 0.719 R 0.656 F 0.781][G loss: 1.281 acc: 0.109] 0:00:01.531218 1020 [D loss: 0.552 R 0.488 F 0.616][D acc: 0.711 R 0.750 F 0.672][G loss: 1.345 acc: 0.078] 0:00:01.615696 1021 [D loss: 0.579 R 0.558 F 0.600][D acc: 0.711 R 0.672 F 0.750][G loss: 1.265 acc: 0.156] 0:00:01.694230 1022 [D loss: 0.579 R 0.581 F 0.577][D acc: 0.680 R 0.625 F 0.734][G loss: 1.293 acc: 0.125] 0:00:01.785686 1023 [D loss: 0.540 R 0.557 F 0.524][D acc: 0.695 R 0.672 F 0.719][G loss: 1.376 acc: 0.109] 0:00:01.863554 1024 [D loss: 0.536 R 0.571 F 0.500][D acc: 0.734 R 0.641 F 0.828][G loss: 1.367 acc: 0.156] 0:00:01.934621 1025 [D loss: 0.628 R 0.561 F 0.696][D acc: 0.656 R 0.656 F 0.656][G loss: 1.312 acc: 0.109] 0:00:02.014565 1026 [D loss: 0.567 R 0.575 F 0.559][D acc: 0.688 R 0.641 F 0.734][G loss: 1.388 acc: 0.078] 0:00:02.090686 1027 [D loss: 0.464 R 0.470 F 0.457][D acc: 0.797 R 0.750 F 0.844][G loss: 1.358 acc: 0.141] 0:00:02.162037 1028 [D loss: 0.587 R 0.477 F 0.697][D acc: 0.703 R 0.703 F 0.703][G loss: 1.324 acc: 0.109] 0:00:02.236087 1029 [D loss: 0.457 R 0.478 F 0.435][D acc: 0.820 R 0.734 F 0.906][G loss: 1.405 acc: 0.172] 0:00:02.323802 1030 [D loss: 0.514 R 0.518 F 0.510][D acc: 0.758 R 0.688 F 0.828][G loss: 1.400 acc: 0.125] 0:00:02.397883 1031 [D loss: 0.523 R 0.489 F 0.558][D acc: 0.742 R 0.734 F 0.750][G loss: 1.440 acc: 0.109] 0:00:02.472332 1032 [D loss: 0.577 R 0.592 F 0.561][D acc: 0.695 R 0.656 F 0.734][G loss: 1.459 acc: 0.047] 0:00:02.545119 1033 [D loss: 0.600 R 0.627 F 0.572][D acc: 0.641 R 0.578 F 0.703][G loss: 1.315 acc: 0.047] 0:00:02.616451 1034 [D loss: 0.516 R 0.472 F 0.560][D acc: 0.711 R 0.703 F 0.719][G loss: 1.352 acc: 0.078] 0:00:02.691956 1035 [D loss: 0.581 R 0.552 F 0.610][D acc: 0.625 R 0.578 F 0.672][G loss: 1.369 acc: 0.047] 0:00:02.762943 1036 [D loss: 0.586 R 0.616 F 0.556][D acc: 0.719 R 0.625 F 0.812][G loss: 1.295 acc: 0.109] 0:00:02.840681 1037 [D loss: 0.471 R 0.429 F 0.512][D acc: 0.781 R 0.734 F 0.828][G loss: 1.341 acc: 0.141] 0:00:02.923934 1038 [D loss: 0.541 R 0.545 F 0.538][D acc: 0.734 R 0.688 F 0.781][G loss: 1.310 acc: 0.078] 0:00:03.001680 1039 [D loss: 0.559 R 0.434 F 0.685][D acc: 0.680 R 0.734 F 0.625][G loss: 1.412 acc: 0.078] 0:00:03.073554 1040 [D loss: 0.574 R 0.610 F 0.539][D acc: 0.703 R 0.594 F 0.812][G loss: 1.364 acc: 0.078] 0:00:03.148074 1041 [D loss: 0.573 R 0.601 F 0.544][D acc: 0.664 R 0.594 F 0.734][G loss: 1.224 acc: 0.047] 0:00:03.232449 1042 [D loss: 0.556 R 0.609 F 0.502][D acc: 0.727 R 0.594 F 0.859][G loss: 1.402 acc: 0.047] 0:00:03.307365 1043 [D loss: 0.524 R 0.535 F 0.512][D acc: 0.719 R 0.672 F 0.766][G loss: 1.196 acc: 0.141] 0:00:03.384197 1044 [D loss: 0.622 R 0.654 F 0.590][D acc: 0.672 R 0.578 F 0.766][G loss: 1.270 acc: 0.047] 0:00:03.461745 1045 [D loss: 0.573 R 0.557 F 0.589][D acc: 0.703 R 0.672 F 0.734][G loss: 1.193 acc: 0.141] 0:00:03.539027 1046 [D loss: 0.592 R 0.594 F 0.590][D acc: 0.695 R 0.641 F 0.750][G loss: 1.289 acc: 0.062] 0:00:03.617216 1047 [D loss: 0.531 R 0.514 F 0.549][D acc: 0.734 R 0.672 F 0.797][G loss: 1.275 acc: 0.141] 0:00:03.693490 1048 [D loss: 0.586 R 0.546 F 0.625][D acc: 0.734 R 0.688 F 0.781][G loss: 1.231 acc: 0.125] 0:00:03.765779 1049 [D loss: 0.549 R 0.611 F 0.486][D acc: 0.711 R 0.625 F 0.797][G loss: 1.366 acc: 0.109] 0:00:03.861951 1050 [D loss: 0.602 R 0.667 F 0.537][D acc: 0.680 R 0.594 F 0.766][G loss: 1.313 acc: 0.078] 0:00:03.958234 1051 [D loss: 0.617 R 0.475 F 0.760][D acc: 0.664 R 0.672 F 0.656][G loss: 1.154 acc: 0.125] 0:00:04.031183 1052 [D loss: 0.562 R 0.513 F 0.610][D acc: 0.711 R 0.688 F 0.734][G loss: 1.161 acc: 0.109] 0:00:04.120389 1053 [D loss: 0.578 R 0.619 F 0.536][D acc: 0.719 R 0.578 F 0.859][G loss: 1.314 acc: 0.109] 0:00:04.198132 1054 [D loss: 0.499 R 0.572 F 0.427][D acc: 0.750 R 0.609 F 0.891][G loss: 1.269 acc: 0.047] 0:00:04.270551 1055 [D loss: 0.598 R 0.679 F 0.516][D acc: 0.703 R 0.578 F 0.828][G loss: 1.192 acc: 0.062] 0:00:04.353002 1056 [D loss: 0.616 R 0.522 F 0.710][D acc: 0.680 R 0.656 F 0.703][G loss: 1.210 acc: 0.047] 0:00:04.434281 1057 [D loss: 0.514 R 0.519 F 0.510][D acc: 0.727 R 0.609 F 0.844][G loss: 1.319 acc: 0.078] 0:00:04.506158 1058 [D loss: 0.592 R 0.524 F 0.660][D acc: 0.664 R 0.656 F 0.672][G loss: 1.311 acc: 0.078] 0:00:04.578844 1059 [D loss: 0.551 R 0.564 F 0.538][D acc: 0.727 R 0.562 F 0.891][G loss: 1.192 acc: 0.094] 0:00:04.653592 1060 [D loss: 0.546 R 0.522 F 0.570][D acc: 0.773 R 0.703 F 0.844][G loss: 1.310 acc: 0.078] 0:00:04.733769 1061 [D loss: 0.605 R 0.614 F 0.595][D acc: 0.633 R 0.594 F 0.672][G loss: 1.166 acc: 0.047] 0:00:04.815022 1062 [D loss: 0.533 R 0.498 F 0.568][D acc: 0.711 R 0.688 F 0.734][G loss: 1.274 acc: 0.078] 0:00:04.893889 1063 [D loss: 0.724 R 0.691 F 0.756][D acc: 0.562 R 0.500 F 0.625][G loss: 1.093 acc: 0.078] 0:00:04.968761 1064 [D loss: 0.620 R 0.697 F 0.542][D acc: 0.656 R 0.500 F 0.812][G loss: 1.241 acc: 0.125] 0:00:05.048560 1065 [D loss: 0.550 R 0.573 F 0.526][D acc: 0.703 R 0.594 F 0.812][G loss: 1.248 acc: 0.125] 0:00:05.120888 1066 [D loss: 0.508 R 0.495 F 0.521][D acc: 0.734 R 0.641 F 0.828][G loss: 1.384 acc: 0.094] 0:00:05.196564 1067 [D loss: 0.570 R 0.557 F 0.583][D acc: 0.734 R 0.688 F 0.781][G loss: 1.238 acc: 0.047] 0:00:05.271739 1068 [D loss: 0.589 R 0.557 F 0.620][D acc: 0.695 R 0.625 F 0.766][G loss: 1.150 acc: 0.125] 0:00:05.355598 1069 [D loss: 0.596 R 0.610 F 0.582][D acc: 0.672 R 0.609 F 0.734][G loss: 1.195 acc: 0.156] 0:00:05.432240 1070 [D loss: 0.544 R 0.543 F 0.544][D acc: 0.727 R 0.672 F 0.781][G loss: 1.282 acc: 0.109] 0:00:05.506210 1071 [D loss: 0.504 R 0.500 F 0.507][D acc: 0.773 R 0.719 F 0.828][G loss: 1.350 acc: 0.125] 0:00:05.577631 1072 [D loss: 0.572 R 0.549 F 0.594][D acc: 0.656 R 0.672 F 0.641][G loss: 1.391 acc: 0.094] 0:00:05.647889 1073 [D loss: 0.605 R 0.721 F 0.489][D acc: 0.656 R 0.500 F 0.812][G loss: 1.081 acc: 0.094] 0:00:05.737519 1074 [D loss: 0.525 R 0.505 F 0.545][D acc: 0.711 R 0.719 F 0.703][G loss: 1.267 acc: 0.094] 0:00:05.810176 1075 [D loss: 0.563 R 0.563 F 0.563][D acc: 0.688 R 0.641 F 0.734][G loss: 1.195 acc: 0.109] 0:00:05.885331 1076 [D loss: 0.584 R 0.524 F 0.644][D acc: 0.688 R 0.688 F 0.688][G loss: 1.240 acc: 0.094] 0:00:05.981624 1077 [D loss: 0.586 R 0.577 F 0.595][D acc: 0.711 R 0.672 F 0.750][G loss: 1.254 acc: 0.172] 0:00:06.054862 1078 [D loss: 0.626 R 0.682 F 0.570][D acc: 0.641 R 0.531 F 0.750][G loss: 1.222 acc: 0.094] 0:00:06.126209 1079 [D loss: 0.648 R 0.646 F 0.649][D acc: 0.648 R 0.578 F 0.719][G loss: 1.308 acc: 0.062] 0:00:06.208260 1080 [D loss: 0.608 R 0.691 F 0.524][D acc: 0.633 R 0.484 F 0.781][G loss: 1.179 acc: 0.047] 0:00:06.281480 1081 [D loss: 0.510 R 0.463 F 0.557][D acc: 0.750 R 0.750 F 0.750][G loss: 1.261 acc: 0.125] 0:00:06.356690 1082 [D loss: 0.627 R 0.631 F 0.623][D acc: 0.695 R 0.625 F 0.766][G loss: 1.222 acc: 0.125] 0:00:06.433265 1083 [D loss: 0.502 R 0.551 F 0.454][D acc: 0.758 R 0.656 F 0.859][G loss: 1.226 acc: 0.156] 0:00:06.504687 1084 [D loss: 0.581 R 0.539 F 0.624][D acc: 0.688 R 0.672 F 0.703][G loss: 1.223 acc: 0.172] 0:00:06.576414 1085 [D loss: 0.549 R 0.601 F 0.497][D acc: 0.719 R 0.641 F 0.797][G loss: 1.228 acc: 0.156] 0:00:06.663537 1086 [D loss: 0.554 R 0.535 F 0.572][D acc: 0.719 R 0.703 F 0.734][G loss: 1.322 acc: 0.156] 0:00:06.799099 1087 [D loss: 0.562 R 0.647 F 0.478][D acc: 0.734 R 0.609 F 0.859][G loss: 1.284 acc: 0.062] 0:00:06.913828 1088 [D loss: 0.524 R 0.496 F 0.553][D acc: 0.711 R 0.688 F 0.734][G loss: 1.304 acc: 0.188] 0:00:07.009084 1089 [D loss: 0.602 R 0.647 F 0.557][D acc: 0.742 R 0.609 F 0.875][G loss: 1.198 acc: 0.062] 0:00:07.084545 1090 [D loss: 0.524 R 0.479 F 0.570][D acc: 0.727 R 0.703 F 0.750][G loss: 1.381 acc: 0.109] 0:00:07.167262 1091 [D loss: 0.549 R 0.532 F 0.567][D acc: 0.695 R 0.641 F 0.750][G loss: 1.190 acc: 0.141] 0:00:07.239905 1092 [D loss: 0.544 R 0.591 F 0.498][D acc: 0.719 R 0.625 F 0.812][G loss: 1.321 acc: 0.016] 0:00:07.333205 1093 [D loss: 0.557 R 0.560 F 0.555][D acc: 0.734 R 0.625 F 0.844][G loss: 1.217 acc: 0.094] 0:00:07.409986 1094 [D loss: 0.438 R 0.404 F 0.472][D acc: 0.852 R 0.781 F 0.922][G loss: 1.269 acc: 0.125] 0:00:07.481694 1095 [D loss: 0.567 R 0.533 F 0.601][D acc: 0.711 R 0.688 F 0.734][G loss: 1.367 acc: 0.062] 0:00:07.552747 1096 [D loss: 0.505 R 0.492 F 0.517][D acc: 0.742 R 0.672 F 0.812][G loss: 1.613 acc: 0.016] 0:00:07.633079 1097 [D loss: 0.543 R 0.588 F 0.499][D acc: 0.742 R 0.609 F 0.875][G loss: 1.266 acc: 0.094] 0:00:07.712075 1098 [D loss: 0.507 R 0.489 F 0.526][D acc: 0.766 R 0.703 F 0.828][G loss: 1.295 acc: 0.141] 0:00:07.788149 1099 [D loss: 0.510 R 0.513 F 0.507][D acc: 0.734 R 0.672 F 0.797][G loss: 1.290 acc: 0.125] 0:00:07.883438 1100 [D loss: 0.475 R 0.439 F 0.512][D acc: 0.789 R 0.750 F 0.828][G loss: 1.467 acc: 0.078] 0:00:08.212429 1101 [D loss: 0.558 R 0.503 F 0.614][D acc: 0.734 R 0.750 F 0.719][G loss: 1.437 acc: 0.031] 0:00:08.284771 1102 [D loss: 0.570 R 0.478 F 0.662][D acc: 0.719 R 0.719 F 0.719][G loss: 1.410 acc: 0.047] 0:00:08.372234 1103 [D loss: 0.448 R 0.472 F 0.423][D acc: 0.820 R 0.781 F 0.859][G loss: 1.508 acc: 0.078] 0:00:08.447833 1104 [D loss: 0.579 R 0.590 F 0.568][D acc: 0.680 R 0.594 F 0.766][G loss: 1.421 acc: 0.078] 0:00:08.520562 1105 [D loss: 0.496 R 0.533 F 0.458][D acc: 0.766 R 0.625 F 0.906][G loss: 1.510 acc: 0.031] 0:00:08.592050 1106 [D loss: 0.594 R 0.556 F 0.632][D acc: 0.680 R 0.625 F 0.734][G loss: 1.331 acc: 0.062] 0:00:08.671747 1107 [D loss: 0.470 R 0.490 F 0.450][D acc: 0.773 R 0.703 F 0.844][G loss: 1.412 acc: 0.078] 0:00:08.745601 1108 [D loss: 0.558 R 0.518 F 0.598][D acc: 0.711 R 0.641 F 0.781][G loss: 1.188 acc: 0.156] 0:00:08.827096 1109 [D loss: 0.538 R 0.554 F 0.522][D acc: 0.781 R 0.703 F 0.859][G loss: 1.241 acc: 0.109] 0:00:08.911744 1110 [D loss: 0.509 R 0.537 F 0.482][D acc: 0.766 R 0.656 F 0.875][G loss: 1.327 acc: 0.047] 0:00:08.987278 1111 [D loss: 0.628 R 0.500 F 0.756][D acc: 0.641 R 0.672 F 0.609][G loss: 1.360 acc: 0.062] 0:00:09.059992 1112 [D loss: 0.461 R 0.543 F 0.378][D acc: 0.781 R 0.625 F 0.938][G loss: 1.426 acc: 0.062] 0:00:09.136119 1113 [D loss: 0.500 R 0.493 F 0.507][D acc: 0.781 R 0.734 F 0.828][G loss: 1.401 acc: 0.094] 0:00:09.208856 1114 [D loss: 0.563 R 0.499 F 0.627][D acc: 0.719 R 0.719 F 0.719][G loss: 1.454 acc: 0.094] 0:00:09.304048 1115 [D loss: 0.580 R 0.511 F 0.649][D acc: 0.719 R 0.703 F 0.734][G loss: 1.442 acc: 0.078] 0:00:09.380998 1116 [D loss: 0.609 R 0.630 F 0.588][D acc: 0.695 R 0.594 F 0.797][G loss: 1.470 acc: 0.062] 0:00:09.454212 1117 [D loss: 0.558 R 0.644 F 0.473][D acc: 0.688 R 0.578 F 0.797][G loss: 1.439 acc: 0.156] 0:00:09.535646 1118 [D loss: 0.528 R 0.495 F 0.561][D acc: 0.727 R 0.688 F 0.766][G loss: 1.385 acc: 0.078] 0:00:09.615009 1119 [D loss: 0.514 R 0.581 F 0.447][D acc: 0.750 R 0.641 F 0.859][G loss: 1.504 acc: 0.078] 0:00:09.690659 1120 [D loss: 0.527 R 0.548 F 0.505][D acc: 0.742 R 0.656 F 0.828][G loss: 1.532 acc: 0.094] 0:00:09.765619 1121 [D loss: 0.591 R 0.665 F 0.518][D acc: 0.672 R 0.609 F 0.734][G loss: 1.645 acc: 0.047] 0:00:09.840458 1122 [D loss: 0.553 R 0.618 F 0.489][D acc: 0.750 R 0.656 F 0.844][G loss: 1.607 acc: 0.047] 0:00:09.921012 1123 [D loss: 0.463 R 0.456 F 0.471][D acc: 0.773 R 0.703 F 0.844][G loss: 1.466 acc: 0.094] 0:00:10.003923 1124 [D loss: 0.496 R 0.400 F 0.592][D acc: 0.742 R 0.781 F 0.703][G loss: 1.465 acc: 0.047] 0:00:10.095645 1125 [D loss: 0.496 R 0.568 F 0.424][D acc: 0.781 R 0.672 F 0.891][G loss: 1.352 acc: 0.109] 0:00:10.167630 1126 [D loss: 0.539 R 0.494 F 0.585][D acc: 0.703 R 0.688 F 0.719][G loss: 1.428 acc: 0.094] 0:00:10.246914 1127 [D loss: 0.530 R 0.531 F 0.530][D acc: 0.727 R 0.703 F 0.750][G loss: 1.331 acc: 0.125] 0:00:10.320797 1128 [D loss: 0.521 R 0.533 F 0.510][D acc: 0.766 R 0.672 F 0.859][G loss: 1.293 acc: 0.062] 0:00:10.391577 1129 [D loss: 0.620 R 0.592 F 0.647][D acc: 0.664 R 0.594 F 0.734][G loss: 1.319 acc: 0.141] 0:00:10.465852 1130 [D loss: 0.503 R 0.534 F 0.473][D acc: 0.789 R 0.688 F 0.891][G loss: 1.192 acc: 0.156] 0:00:10.545509 1131 [D loss: 0.473 R 0.447 F 0.498][D acc: 0.758 R 0.719 F 0.797][G loss: 1.482 acc: 0.062] 0:00:10.616953 1132 [D loss: 0.630 R 0.573 F 0.687][D acc: 0.648 R 0.625 F 0.672][G loss: 1.395 acc: 0.047] 0:00:10.695290 1133 [D loss: 0.567 R 0.608 F 0.527][D acc: 0.695 R 0.609 F 0.781][G loss: 1.420 acc: 0.031] 0:00:10.771860 1134 [D loss: 0.611 R 0.665 F 0.557][D acc: 0.664 R 0.562 F 0.766][G loss: 1.321 acc: 0.078] 0:00:10.852499 1135 [D loss: 0.459 R 0.449 F 0.469][D acc: 0.797 R 0.766 F 0.828][G loss: 1.354 acc: 0.094] 0:00:10.943727 1136 [D loss: 0.595 R 0.586 F 0.605][D acc: 0.672 R 0.656 F 0.688][G loss: 1.375 acc: 0.109] 0:00:11.038174 1137 [D loss: 0.673 R 0.682 F 0.663][D acc: 0.656 R 0.594 F 0.719][G loss: 1.128 acc: 0.078] 0:00:11.111218 1138 [D loss: 0.555 R 0.589 F 0.521][D acc: 0.688 R 0.594 F 0.781][G loss: 1.270 acc: 0.109] 0:00:11.184801 1139 [D loss: 0.538 R 0.464 F 0.612][D acc: 0.695 R 0.672 F 0.719][G loss: 1.383 acc: 0.031] 0:00:11.260435 1140 [D loss: 0.555 R 0.635 F 0.475][D acc: 0.750 R 0.625 F 0.875][G loss: 1.205 acc: 0.047] 0:00:11.331550 1141 [D loss: 0.520 R 0.481 F 0.560][D acc: 0.734 R 0.703 F 0.766][G loss: 1.321 acc: 0.047] 0:00:11.403582 1142 [D loss: 0.531 R 0.538 F 0.524][D acc: 0.750 R 0.688 F 0.812][G loss: 1.474 acc: 0.016] 0:00:11.480119 1143 [D loss: 0.551 R 0.541 F 0.561][D acc: 0.703 R 0.672 F 0.734][G loss: 1.338 acc: 0.078] 0:00:11.557772 1144 [D loss: 0.591 R 0.586 F 0.596][D acc: 0.656 R 0.609 F 0.703][G loss: 1.327 acc: 0.047] 0:00:11.632340 1145 [D loss: 0.487 R 0.456 F 0.519][D acc: 0.766 R 0.750 F 0.781][G loss: 1.356 acc: 0.109] 0:00:11.713999 1146 [D loss: 0.552 R 0.544 F 0.561][D acc: 0.719 R 0.625 F 0.812][G loss: 1.415 acc: 0.109] 0:00:11.807131 1147 [D loss: 0.618 R 0.600 F 0.636][D acc: 0.680 R 0.609 F 0.750][G loss: 1.216 acc: 0.156] 0:00:11.881167 1148 [D loss: 0.510 R 0.490 F 0.530][D acc: 0.742 R 0.750 F 0.734][G loss: 1.284 acc: 0.250] 0:00:11.965207 1149 [D loss: 0.542 R 0.543 F 0.541][D acc: 0.703 R 0.641 F 0.766][G loss: 1.342 acc: 0.172] 0:00:12.041962 1150 [D loss: 0.542 R 0.499 F 0.584][D acc: 0.719 R 0.703 F 0.734][G loss: 1.530 acc: 0.094] 0:00:12.114194 1151 [D loss: 0.541 R 0.571 F 0.512][D acc: 0.734 R 0.641 F 0.828][G loss: 1.455 acc: 0.047] 0:00:12.192784 1152 [D loss: 0.544 R 0.558 F 0.530][D acc: 0.695 R 0.656 F 0.734][G loss: 1.490 acc: 0.062] 0:00:12.278993 1153 [D loss: 0.556 R 0.505 F 0.607][D acc: 0.719 R 0.719 F 0.719][G loss: 1.589 acc: 0.062] 0:00:12.358326 1154 [D loss: 0.615 R 0.721 F 0.510][D acc: 0.680 R 0.531 F 0.828][G loss: 1.601 acc: 0.062] 0:00:12.434242 1155 [D loss: 0.526 R 0.628 F 0.425][D acc: 0.750 R 0.609 F 0.891][G loss: 1.385 acc: 0.141] 0:00:12.508672 1156 [D loss: 0.452 R 0.424 F 0.481][D acc: 0.820 R 0.797 F 0.844][G loss: 1.211 acc: 0.172] 0:00:12.580388 1157 [D loss: 0.626 R 0.474 F 0.779][D acc: 0.656 R 0.719 F 0.594][G loss: 1.255 acc: 0.125] 0:00:12.655493 1158 [D loss: 0.501 R 0.512 F 0.491][D acc: 0.750 R 0.656 F 0.844][G loss: 1.317 acc: 0.156] 0:00:12.745749 1159 [D loss: 0.527 R 0.623 F 0.431][D acc: 0.695 R 0.562 F 0.828][G loss: 1.480 acc: 0.109] 0:00:12.837516 1160 [D loss: 0.504 R 0.535 F 0.473][D acc: 0.773 R 0.672 F 0.875][G loss: 1.306 acc: 0.109] 0:00:12.925604 1161 [D loss: 0.570 R 0.566 F 0.573][D acc: 0.688 R 0.609 F 0.766][G loss: 1.702 acc: 0.062] 0:00:13.012476 1162 [D loss: 0.568 R 0.691 F 0.446][D acc: 0.727 R 0.594 F 0.859][G loss: 1.539 acc: 0.062] 0:00:13.087168 1163 [D loss: 0.600 R 0.540 F 0.659][D acc: 0.648 R 0.656 F 0.641][G loss: 1.264 acc: 0.125] 0:00:13.162711 1164 [D loss: 0.537 R 0.653 F 0.420][D acc: 0.727 R 0.547 F 0.906][G loss: 1.224 acc: 0.203] 0:00:13.240026 1165 [D loss: 0.619 R 0.607 F 0.631][D acc: 0.664 R 0.594 F 0.734][G loss: 1.261 acc: 0.062] 0:00:13.312611 1166 [D loss: 0.517 R 0.456 F 0.578][D acc: 0.750 R 0.703 F 0.797][G loss: 1.368 acc: 0.109] 0:00:13.398741 1167 [D loss: 0.476 R 0.481 F 0.472][D acc: 0.789 R 0.719 F 0.859][G loss: 1.426 acc: 0.078] 0:00:13.475029 1168 [D loss: 0.491 R 0.416 F 0.567][D acc: 0.758 R 0.750 F 0.766][G loss: 1.343 acc: 0.094] 0:00:13.547215 1169 [D loss: 0.485 R 0.420 F 0.550][D acc: 0.773 R 0.812 F 0.734][G loss: 1.512 acc: 0.109] 0:00:13.628170 1170 [D loss: 0.462 R 0.516 F 0.409][D acc: 0.773 R 0.656 F 0.891][G loss: 1.480 acc: 0.172] 0:00:13.707767 1171 [D loss: 0.613 R 0.564 F 0.662][D acc: 0.664 R 0.641 F 0.688][G loss: 1.436 acc: 0.078] 0:00:13.789254 1172 [D loss: 0.499 R 0.553 F 0.446][D acc: 0.734 R 0.641 F 0.828][G loss: 1.640 acc: 0.062] 0:00:13.872564 1173 [D loss: 0.504 R 0.595 F 0.413][D acc: 0.812 R 0.672 F 0.953][G loss: 1.514 acc: 0.062] 0:00:13.981005 1174 [D loss: 0.522 R 0.420 F 0.624][D acc: 0.727 R 0.750 F 0.703][G loss: 1.567 acc: 0.078] 0:00:14.058497 1175 [D loss: 0.537 R 0.526 F 0.547][D acc: 0.727 R 0.672 F 0.781][G loss: 1.364 acc: 0.078] 0:00:14.133499 1176 [D loss: 0.574 R 0.648 F 0.499][D acc: 0.680 R 0.594 F 0.766][G loss: 1.502 acc: 0.109] 0:00:14.207547 1177 [D loss: 0.546 R 0.550 F 0.541][D acc: 0.711 R 0.656 F 0.766][G loss: 1.560 acc: 0.031] 0:00:14.278695 1178 [D loss: 0.515 R 0.594 F 0.437][D acc: 0.742 R 0.594 F 0.891][G loss: 1.365 acc: 0.125] 0:00:14.358756 1179 [D loss: 0.506 R 0.422 F 0.590][D acc: 0.758 R 0.734 F 0.781][G loss: 1.524 acc: 0.078] 0:00:14.435978 1180 [D loss: 0.604 R 0.658 F 0.549][D acc: 0.664 R 0.578 F 0.750][G loss: 1.526 acc: 0.062] 0:00:14.513277 1181 [D loss: 0.578 R 0.675 F 0.482][D acc: 0.688 R 0.609 F 0.766][G loss: 1.427 acc: 0.078] 0:00:14.584705 1182 [D loss: 0.581 R 0.527 F 0.635][D acc: 0.641 R 0.594 F 0.688][G loss: 1.336 acc: 0.047] 0:00:14.659238 1183 [D loss: 0.547 R 0.499 F 0.595][D acc: 0.703 R 0.656 F 0.750][G loss: 1.509 acc: 0.062] 0:00:14.738041 1184 [D loss: 0.585 R 0.671 F 0.498][D acc: 0.664 R 0.547 F 0.781][G loss: 1.467 acc: 0.078] 0:00:14.812142 1185 [D loss: 0.492 R 0.525 F 0.460][D acc: 0.758 R 0.641 F 0.875][G loss: 1.558 acc: 0.047] 0:00:14.885314 1186 [D loss: 0.487 R 0.477 F 0.496][D acc: 0.750 R 0.703 F 0.797][G loss: 1.514 acc: 0.047] 0:00:14.972554 1187 [D loss: 0.543 R 0.476 F 0.610][D acc: 0.719 R 0.734 F 0.703][G loss: 1.520 acc: 0.031] 0:00:15.046596 1188 [D loss: 0.662 R 0.632 F 0.692][D acc: 0.633 R 0.594 F 0.672][G loss: 1.326 acc: 0.078] 0:00:15.118753 1189 [D loss: 0.583 R 0.679 F 0.488][D acc: 0.664 R 0.531 F 0.797][G loss: 1.302 acc: 0.125] 0:00:15.196736 1190 [D loss: 0.586 R 0.601 F 0.571][D acc: 0.680 R 0.609 F 0.750][G loss: 1.204 acc: 0.141] 0:00:15.271384 1191 [D loss: 0.527 R 0.504 F 0.550][D acc: 0.711 R 0.688 F 0.734][G loss: 1.385 acc: 0.062] 0:00:15.346958 1192 [D loss: 0.578 R 0.613 F 0.542][D acc: 0.672 R 0.609 F 0.734][G loss: 1.311 acc: 0.156] 0:00:15.417821 1193 [D loss: 0.503 R 0.549 F 0.457][D acc: 0.781 R 0.703 F 0.859][G loss: 1.572 acc: 0.047] 0:00:15.494616 1194 [D loss: 0.490 R 0.455 F 0.525][D acc: 0.781 R 0.734 F 0.828][G loss: 1.392 acc: 0.047] 0:00:15.565873 1195 [D loss: 0.580 R 0.630 F 0.530][D acc: 0.727 R 0.672 F 0.781][G loss: 1.358 acc: 0.094] 0:00:15.643481 1196 [D loss: 0.671 R 0.657 F 0.685][D acc: 0.641 R 0.609 F 0.672][G loss: 1.344 acc: 0.031] 0:00:15.721985 1197 [D loss: 0.609 R 0.715 F 0.503][D acc: 0.648 R 0.547 F 0.750][G loss: 1.321 acc: 0.078] 0:00:15.801915 1198 [D loss: 0.531 R 0.547 F 0.515][D acc: 0.727 R 0.656 F 0.797][G loss: 1.248 acc: 0.125] 0:00:15.874869 1199 [D loss: 0.559 R 0.517 F 0.600][D acc: 0.711 R 0.719 F 0.703][G loss: 1.245 acc: 0.094] 0:00:15.948150 1200 [D loss: 0.492 R 0.444 F 0.540][D acc: 0.719 R 0.672 F 0.766][G loss: 1.439 acc: 0.062] 0:00:16.025349 1201 [D loss: 0.507 R 0.505 F 0.509][D acc: 0.758 R 0.719 F 0.797][G loss: 1.251 acc: 0.109] 0:00:16.099508 1202 [D loss: 0.543 R 0.501 F 0.586][D acc: 0.719 R 0.672 F 0.766][G loss: 1.296 acc: 0.125] 0:00:16.173824 1203 [D loss: 0.572 R 0.608 F 0.535][D acc: 0.703 R 0.641 F 0.766][G loss: 1.262 acc: 0.062] 0:00:16.256138 1204 [D loss: 0.484 R 0.520 F 0.448][D acc: 0.742 R 0.656 F 0.828][G loss: 1.339 acc: 0.109] 0:00:16.343993 1205 [D loss: 0.557 R 0.548 F 0.566][D acc: 0.664 R 0.641 F 0.688][G loss: 1.275 acc: 0.141] 0:00:16.416551 1206 [D loss: 0.554 R 0.457 F 0.650][D acc: 0.711 R 0.766 F 0.656][G loss: 1.483 acc: 0.094] 0:00:16.513014 1207 [D loss: 0.546 R 0.599 F 0.494][D acc: 0.758 R 0.719 F 0.797][G loss: 1.309 acc: 0.094] 0:00:16.589113 1208 [D loss: 0.585 R 0.586 F 0.584][D acc: 0.680 R 0.641 F 0.719][G loss: 1.300 acc: 0.047] 0:00:16.671396 1209 [D loss: 0.553 R 0.603 F 0.503][D acc: 0.758 R 0.625 F 0.891][G loss: 1.263 acc: 0.125] 0:00:16.751356 1210 [D loss: 0.617 R 0.572 F 0.663][D acc: 0.648 R 0.625 F 0.672][G loss: 1.177 acc: 0.172] 0:00:16.823868 1211 [D loss: 0.530 R 0.521 F 0.539][D acc: 0.664 R 0.594 F 0.734][G loss: 1.130 acc: 0.172] 0:00:16.908610 1212 [D loss: 0.601 R 0.463 F 0.739][D acc: 0.750 R 0.766 F 0.734][G loss: 1.308 acc: 0.062] 0:00:16.997083 1213 [D loss: 0.538 R 0.597 F 0.479][D acc: 0.750 R 0.625 F 0.875][G loss: 1.366 acc: 0.062] 0:00:17.076442 1214 [D loss: 0.536 R 0.558 F 0.513][D acc: 0.695 R 0.594 F 0.797][G loss: 1.268 acc: 0.188] 0:00:17.151405 1215 [D loss: 0.570 R 0.569 F 0.571][D acc: 0.711 R 0.609 F 0.812][G loss: 1.346 acc: 0.047] 0:00:17.227453 1216 [D loss: 0.510 R 0.530 F 0.491][D acc: 0.750 R 0.672 F 0.828][G loss: 1.336 acc: 0.125] 0:00:17.299887 1217 [D loss: 0.506 R 0.512 F 0.499][D acc: 0.750 R 0.688 F 0.812][G loss: 1.304 acc: 0.125] 0:00:17.378023 1218 [D loss: 0.601 R 0.588 F 0.614][D acc: 0.672 R 0.594 F 0.750][G loss: 1.394 acc: 0.094] 0:00:17.454485 1219 [D loss: 0.602 R 0.706 F 0.499][D acc: 0.734 R 0.625 F 0.844][G loss: 1.293 acc: 0.062] 0:00:17.528586 1220 [D loss: 0.617 R 0.603 F 0.630][D acc: 0.641 R 0.594 F 0.688][G loss: 1.188 acc: 0.094] 0:00:17.603545 1221 [D loss: 0.565 R 0.483 F 0.647][D acc: 0.711 R 0.719 F 0.703][G loss: 1.232 acc: 0.109] 0:00:17.680201 1222 [D loss: 0.524 R 0.504 F 0.544][D acc: 0.750 R 0.719 F 0.781][G loss: 1.303 acc: 0.094] 0:00:17.758759 1223 [D loss: 0.607 R 0.575 F 0.638][D acc: 0.672 R 0.594 F 0.750][G loss: 1.138 acc: 0.141] 0:00:17.834448 1224 [D loss: 0.562 R 0.620 F 0.505][D acc: 0.695 R 0.578 F 0.812][G loss: 1.221 acc: 0.109] 0:00:17.910438 1225 [D loss: 0.537 R 0.550 F 0.524][D acc: 0.742 R 0.672 F 0.812][G loss: 1.381 acc: 0.078] 0:00:17.983361 1226 [D loss: 0.554 R 0.555 F 0.552][D acc: 0.695 R 0.656 F 0.734][G loss: 1.360 acc: 0.078] 0:00:18.071703 1227 [D loss: 0.559 R 0.569 F 0.549][D acc: 0.742 R 0.688 F 0.797][G loss: 1.338 acc: 0.172] 0:00:18.153183 1228 [D loss: 0.525 R 0.518 F 0.531][D acc: 0.789 R 0.719 F 0.859][G loss: 1.332 acc: 0.078] 0:00:18.225066 1229 [D loss: 0.463 R 0.407 F 0.518][D acc: 0.781 R 0.781 F 0.781][G loss: 1.361 acc: 0.141] 0:00:18.304363 1230 [D loss: 0.550 R 0.493 F 0.607][D acc: 0.727 R 0.688 F 0.766][G loss: 1.320 acc: 0.156] 0:00:18.396931 1231 [D loss: 0.627 R 0.693 F 0.561][D acc: 0.625 R 0.516 F 0.734][G loss: 1.352 acc: 0.047] 0:00:18.472830 1232 [D loss: 0.540 R 0.568 F 0.512][D acc: 0.758 R 0.688 F 0.828][G loss: 1.203 acc: 0.141] 0:00:18.548017 1233 [D loss: 0.524 R 0.528 F 0.521][D acc: 0.734 R 0.672 F 0.797][G loss: 1.277 acc: 0.141] 0:00:18.619867 1234 [D loss: 0.526 R 0.543 F 0.509][D acc: 0.758 R 0.656 F 0.859][G loss: 1.189 acc: 0.109] 0:00:18.695506 1235 [D loss: 0.491 R 0.411 F 0.570][D acc: 0.711 R 0.766 F 0.656][G loss: 1.321 acc: 0.141] 0:00:18.774341 1236 [D loss: 0.595 R 0.549 F 0.642][D acc: 0.688 R 0.656 F 0.719][G loss: 1.331 acc: 0.094] 0:00:18.849265 1237 [D loss: 0.583 R 0.686 F 0.479][D acc: 0.641 R 0.453 F 0.828][G loss: 1.357 acc: 0.109] 0:00:18.925493 1238 [D loss: 0.577 R 0.548 F 0.607][D acc: 0.656 R 0.656 F 0.656][G loss: 1.274 acc: 0.156] 0:00:18.999701 1239 [D loss: 0.571 R 0.600 F 0.542][D acc: 0.719 R 0.609 F 0.828][G loss: 1.323 acc: 0.109] 0:00:19.082300 1240 [D loss: 0.567 R 0.519 F 0.614][D acc: 0.680 R 0.703 F 0.656][G loss: 1.320 acc: 0.078] 0:00:19.158333 1241 [D loss: 0.569 R 0.571 F 0.566][D acc: 0.703 R 0.641 F 0.766][G loss: 1.360 acc: 0.094] 0:00:19.251998 1242 [D loss: 0.543 R 0.565 F 0.522][D acc: 0.727 R 0.672 F 0.781][G loss: 1.240 acc: 0.156] 0:00:19.324744 1243 [D loss: 0.605 R 0.597 F 0.613][D acc: 0.688 R 0.562 F 0.812][G loss: 1.222 acc: 0.188] 0:00:19.402297 1244 [D loss: 0.586 R 0.598 F 0.574][D acc: 0.656 R 0.578 F 0.734][G loss: 1.185 acc: 0.156] 0:00:19.478074 1245 [D loss: 0.591 R 0.674 F 0.507][D acc: 0.633 R 0.500 F 0.766][G loss: 1.194 acc: 0.109] 0:00:19.553412 1246 [D loss: 0.537 R 0.498 F 0.575][D acc: 0.719 R 0.719 F 0.719][G loss: 1.448 acc: 0.062] 0:00:19.629383 1247 [D loss: 0.593 R 0.627 F 0.559][D acc: 0.680 R 0.609 F 0.750][G loss: 1.314 acc: 0.078] 0:00:19.711828 1248 [D loss: 0.548 R 0.491 F 0.605][D acc: 0.719 R 0.750 F 0.688][G loss: 1.151 acc: 0.156] 0:00:19.786371 1249 [D loss: 0.534 R 0.505 F 0.563][D acc: 0.758 R 0.703 F 0.812][G loss: 1.304 acc: 0.156] 0:00:19.876352 1250 [D loss: 0.593 R 0.565 F 0.621][D acc: 0.695 R 0.656 F 0.734][G loss: 1.248 acc: 0.125] 0:00:19.960006 1251 [D loss: 0.597 R 0.590 F 0.603][D acc: 0.688 R 0.594 F 0.781][G loss: 1.262 acc: 0.062] 0:00:20.059574 1252 [D loss: 0.551 R 0.511 F 0.592][D acc: 0.742 R 0.703 F 0.781][G loss: 1.315 acc: 0.109] 0:00:20.156723 1253 [D loss: 0.465 R 0.507 F 0.423][D acc: 0.766 R 0.656 F 0.875][G loss: 1.291 acc: 0.078] 0:00:20.234383 1254 [D loss: 0.598 R 0.573 F 0.623][D acc: 0.695 R 0.656 F 0.734][G loss: 1.271 acc: 0.078] 0:00:20.305993 1255 [D loss: 0.588 R 0.549 F 0.627][D acc: 0.680 R 0.641 F 0.719][G loss: 1.336 acc: 0.062] 0:00:20.381185 1256 [D loss: 0.611 R 0.687 F 0.535][D acc: 0.633 R 0.500 F 0.766][G loss: 1.311 acc: 0.078] 0:00:20.461628 1257 [D loss: 0.587 R 0.532 F 0.641][D acc: 0.719 R 0.703 F 0.734][G loss: 1.222 acc: 0.141] 0:00:20.535390 1258 [D loss: 0.581 R 0.635 F 0.527][D acc: 0.680 R 0.547 F 0.812][G loss: 1.408 acc: 0.125] 0:00:20.609413 1259 [D loss: 0.596 R 0.572 F 0.620][D acc: 0.711 R 0.656 F 0.766][G loss: 1.114 acc: 0.094] 0:00:20.685527 1260 [D loss: 0.490 R 0.508 F 0.471][D acc: 0.789 R 0.672 F 0.906][G loss: 1.295 acc: 0.141] 0:00:20.761618 1261 [D loss: 0.547 R 0.507 F 0.588][D acc: 0.719 R 0.703 F 0.734][G loss: 1.449 acc: 0.062] 0:00:20.837932 1262 [D loss: 0.488 R 0.471 F 0.506][D acc: 0.789 R 0.734 F 0.844][G loss: 1.516 acc: 0.047] 0:00:20.915777 1263 [D loss: 0.514 R 0.588 F 0.441][D acc: 0.719 R 0.578 F 0.859][G loss: 1.333 acc: 0.188] 0:00:20.996602 1264 [D loss: 0.585 R 0.572 F 0.598][D acc: 0.680 R 0.609 F 0.750][G loss: 1.434 acc: 0.062] 0:00:21.088616 1265 [D loss: 0.568 R 0.610 F 0.525][D acc: 0.695 R 0.641 F 0.750][G loss: 1.328 acc: 0.109] 0:00:21.193020 1266 [D loss: 0.587 R 0.576 F 0.599][D acc: 0.742 R 0.719 F 0.766][G loss: 1.402 acc: 0.125] 0:00:21.266230 1267 [D loss: 0.543 R 0.622 F 0.463][D acc: 0.742 R 0.625 F 0.859][G loss: 1.381 acc: 0.109] 0:00:21.343113 1268 [D loss: 0.544 R 0.522 F 0.566][D acc: 0.734 R 0.734 F 0.734][G loss: 1.298 acc: 0.078] 0:00:21.426011 1269 [D loss: 0.542 R 0.600 F 0.484][D acc: 0.742 R 0.656 F 0.828][G loss: 1.300 acc: 0.172] 0:00:21.500477 1270 [D loss: 0.508 R 0.532 F 0.483][D acc: 0.719 R 0.688 F 0.750][G loss: 1.390 acc: 0.094] 0:00:21.578017 1271 [D loss: 0.561 R 0.698 F 0.424][D acc: 0.719 R 0.547 F 0.891][G loss: 1.368 acc: 0.062] 0:00:21.659121 1272 [D loss: 0.640 R 0.530 F 0.751][D acc: 0.688 R 0.703 F 0.672][G loss: 1.316 acc: 0.125] 0:00:21.739270 1273 [D loss: 0.590 R 0.577 F 0.603][D acc: 0.703 R 0.625 F 0.781][G loss: 1.241 acc: 0.094] 0:00:21.818995 1274 [D loss: 0.564 R 0.627 F 0.501][D acc: 0.711 R 0.578 F 0.844][G loss: 1.176 acc: 0.141] 0:00:21.893058 1275 [D loss: 0.617 R 0.589 F 0.644][D acc: 0.656 R 0.594 F 0.719][G loss: 1.145 acc: 0.156] 0:00:21.963472 1276 [D loss: 0.589 R 0.539 F 0.639][D acc: 0.695 R 0.703 F 0.688][G loss: 1.299 acc: 0.062] 0:00:22.042848 1277 [D loss: 0.503 R 0.490 F 0.515][D acc: 0.758 R 0.703 F 0.812][G loss: 1.281 acc: 0.109] 0:00:22.126420 1278 [D loss: 0.594 R 0.584 F 0.605][D acc: 0.711 R 0.641 F 0.781][G loss: 1.444 acc: 0.047] 0:00:22.204651 1279 [D loss: 0.554 R 0.533 F 0.575][D acc: 0.750 R 0.703 F 0.797][G loss: 1.238 acc: 0.203] 0:00:22.286419 1280 [D loss: 0.554 R 0.580 F 0.528][D acc: 0.703 R 0.625 F 0.781][G loss: 1.361 acc: 0.078] 0:00:22.367949 1281 [D loss: 0.560 R 0.586 F 0.535][D acc: 0.664 R 0.562 F 0.766][G loss: 1.324 acc: 0.156] 0:00:22.462306 1282 [D loss: 0.557 R 0.517 F 0.596][D acc: 0.695 R 0.703 F 0.688][G loss: 1.271 acc: 0.031] 0:00:22.552583 1283 [D loss: 0.543 R 0.552 F 0.535][D acc: 0.711 R 0.625 F 0.797][G loss: 1.242 acc: 0.141] 0:00:22.635154 1284 [D loss: 0.491 R 0.415 F 0.567][D acc: 0.734 R 0.719 F 0.750][G loss: 1.191 acc: 0.172] 0:00:22.709764 1285 [D loss: 0.545 R 0.486 F 0.605][D acc: 0.734 R 0.734 F 0.734][G loss: 1.199 acc: 0.141] 0:00:22.788018 1286 [D loss: 0.522 R 0.499 F 0.545][D acc: 0.711 R 0.641 F 0.781][G loss: 1.530 acc: 0.047] 0:00:22.868764 1287 [D loss: 0.531 R 0.571 F 0.490][D acc: 0.727 R 0.641 F 0.812][G loss: 1.187 acc: 0.156] 0:00:22.944965 1288 [D loss: 0.518 R 0.585 F 0.451][D acc: 0.742 R 0.562 F 0.922][G loss: 1.297 acc: 0.156] 0:00:23.038849 1289 [D loss: 0.465 R 0.431 F 0.500][D acc: 0.812 R 0.781 F 0.844][G loss: 1.535 acc: 0.094] 0:00:23.131523 1290 [D loss: 0.508 R 0.436 F 0.579][D acc: 0.734 R 0.781 F 0.688][G loss: 1.575 acc: 0.078] 0:00:23.206721 1291 [D loss: 0.505 R 0.472 F 0.537][D acc: 0.758 R 0.750 F 0.766][G loss: 1.569 acc: 0.062] 0:00:23.284166 1292 [D loss: 0.581 R 0.635 F 0.528][D acc: 0.680 R 0.609 F 0.750][G loss: 1.224 acc: 0.078] 0:00:23.361594 1293 [D loss: 0.500 R 0.479 F 0.521][D acc: 0.773 R 0.734 F 0.812][G loss: 1.467 acc: 0.109] 0:00:23.434396 1294 [D loss: 0.519 R 0.584 F 0.453][D acc: 0.742 R 0.625 F 0.859][G loss: 1.422 acc: 0.109] 0:00:23.505086 1295 [D loss: 0.500 R 0.507 F 0.493][D acc: 0.703 R 0.656 F 0.750][G loss: 1.260 acc: 0.156] 0:00:23.584755 1296 [D loss: 0.714 R 0.570 F 0.858][D acc: 0.609 R 0.625 F 0.594][G loss: 1.243 acc: 0.094] 0:00:23.676010 1297 [D loss: 0.582 R 0.667 F 0.498][D acc: 0.703 R 0.625 F 0.781][G loss: 1.204 acc: 0.203] 0:00:23.748458 1298 [D loss: 0.543 R 0.587 F 0.500][D acc: 0.727 R 0.641 F 0.812][G loss: 1.482 acc: 0.047] 0:00:23.834887 1299 [D loss: 0.520 R 0.487 F 0.553][D acc: 0.766 R 0.750 F 0.781][G loss: 1.309 acc: 0.094] 0:00:23.926367 1300 [D loss: 0.568 R 0.585 F 0.552][D acc: 0.703 R 0.625 F 0.781][G loss: 1.431 acc: 0.062] 0:00:24.006831 1301 [D loss: 0.576 R 0.663 F 0.490][D acc: 0.680 R 0.594 F 0.766][G loss: 1.262 acc: 0.078] 0:00:24.107462 1302 [D loss: 0.472 R 0.420 F 0.523][D acc: 0.797 R 0.781 F 0.812][G loss: 1.570 acc: 0.078] 0:00:24.207912 1303 [D loss: 0.519 R 0.524 F 0.514][D acc: 0.750 R 0.656 F 0.844][G loss: 1.287 acc: 0.172] 0:00:24.290708 1304 [D loss: 0.598 R 0.552 F 0.644][D acc: 0.672 R 0.641 F 0.703][G loss: 1.283 acc: 0.109] 0:00:24.379505 1305 [D loss: 0.539 R 0.590 F 0.489][D acc: 0.742 R 0.625 F 0.859][G loss: 1.209 acc: 0.062] 0:00:24.453829 1306 [D loss: 0.619 R 0.485 F 0.753][D acc: 0.703 R 0.703 F 0.703][G loss: 1.253 acc: 0.078] 0:00:24.525831 1307 [D loss: 0.562 R 0.554 F 0.570][D acc: 0.703 R 0.594 F 0.812][G loss: 1.337 acc: 0.078] 0:00:24.604356 1308 [D loss: 0.524 R 0.466 F 0.583][D acc: 0.734 R 0.766 F 0.703][G loss: 1.349 acc: 0.094] 0:00:24.704013 1309 [D loss: 0.566 R 0.628 F 0.503][D acc: 0.719 R 0.656 F 0.781][G loss: 1.256 acc: 0.109] 0:00:24.779458 1310 [D loss: 0.535 R 0.523 F 0.546][D acc: 0.695 R 0.656 F 0.734][G loss: 1.407 acc: 0.094] 0:00:24.858513 1311 [D loss: 0.561 R 0.562 F 0.560][D acc: 0.734 R 0.656 F 0.812][G loss: 1.184 acc: 0.156] 0:00:24.934311 1312 [D loss: 0.545 R 0.495 F 0.595][D acc: 0.711 R 0.672 F 0.750][G loss: 1.331 acc: 0.047] 0:00:25.005245 1313 [D loss: 0.656 R 0.681 F 0.631][D acc: 0.602 R 0.547 F 0.656][G loss: 1.262 acc: 0.047] 0:00:25.087659 1314 [D loss: 0.501 R 0.522 F 0.480][D acc: 0.742 R 0.656 F 0.828][G loss: 1.380 acc: 0.141] 0:00:25.160862 1315 [D loss: 0.599 R 0.598 F 0.600][D acc: 0.703 R 0.625 F 0.781][G loss: 1.274 acc: 0.094] 0:00:25.232698 1316 [D loss: 0.507 R 0.475 F 0.538][D acc: 0.711 R 0.719 F 0.703][G loss: 1.224 acc: 0.141] 0:00:25.315742 1317 [D loss: 0.572 R 0.460 F 0.684][D acc: 0.758 R 0.750 F 0.766][G loss: 1.144 acc: 0.109] 0:00:25.392976 1318 [D loss: 0.653 R 0.543 F 0.762][D acc: 0.703 R 0.688 F 0.719][G loss: 1.244 acc: 0.125] 0:00:25.463188 1319 [D loss: 0.589 R 0.555 F 0.623][D acc: 0.688 R 0.625 F 0.750][G loss: 1.281 acc: 0.109] 0:00:25.536497 1320 [D loss: 0.540 R 0.585 F 0.496][D acc: 0.742 R 0.641 F 0.844][G loss: 1.373 acc: 0.047] 0:00:25.610373 1321 [D loss: 0.538 R 0.564 F 0.511][D acc: 0.766 R 0.688 F 0.844][G loss: 1.376 acc: 0.109] 0:00:25.680216 1322 [D loss: 0.628 R 0.596 F 0.661][D acc: 0.656 R 0.625 F 0.688][G loss: 1.339 acc: 0.062] 0:00:25.753640 1323 [D loss: 0.547 R 0.575 F 0.519][D acc: 0.719 R 0.594 F 0.844][G loss: 1.530 acc: 0.094] 0:00:25.828382 1324 [D loss: 0.581 R 0.676 F 0.487][D acc: 0.688 R 0.531 F 0.844][G loss: 1.371 acc: 0.062] 0:00:25.906426 1325 [D loss: 0.554 R 0.564 F 0.543][D acc: 0.742 R 0.688 F 0.797][G loss: 1.400 acc: 0.062] 0:00:25.991983 1326 [D loss: 0.565 R 0.591 F 0.539][D acc: 0.680 R 0.641 F 0.719][G loss: 1.509 acc: 0.094] 0:00:26.071872 1327 [D loss: 0.519 R 0.539 F 0.499][D acc: 0.750 R 0.688 F 0.812][G loss: 1.402 acc: 0.078] 0:00:26.150985 1328 [D loss: 0.631 R 0.678 F 0.585][D acc: 0.656 R 0.578 F 0.734][G loss: 1.302 acc: 0.125] 0:00:26.233775 1329 [D loss: 0.514 R 0.538 F 0.491][D acc: 0.773 R 0.734 F 0.812][G loss: 1.354 acc: 0.062] 0:00:26.310468 1330 [D loss: 0.624 R 0.655 F 0.593][D acc: 0.625 R 0.547 F 0.703][G loss: 1.080 acc: 0.250] 0:00:26.381166 1331 [D loss: 0.514 R 0.498 F 0.531][D acc: 0.766 R 0.734 F 0.797][G loss: 1.297 acc: 0.109] 0:00:26.453710 1332 [D loss: 0.594 R 0.504 F 0.684][D acc: 0.672 R 0.719 F 0.625][G loss: 1.196 acc: 0.141] 0:00:26.522963 1333 [D loss: 0.540 R 0.610 F 0.470][D acc: 0.703 R 0.547 F 0.859][G loss: 1.343 acc: 0.094] 0:00:26.598070 1334 [D loss: 0.561 R 0.559 F 0.563][D acc: 0.734 R 0.641 F 0.828][G loss: 1.205 acc: 0.156] 0:00:26.678962 1335 [D loss: 0.522 R 0.510 F 0.534][D acc: 0.727 R 0.672 F 0.781][G loss: 1.277 acc: 0.094] 0:00:26.769530 1336 [D loss: 0.608 R 0.524 F 0.692][D acc: 0.703 R 0.672 F 0.734][G loss: 1.300 acc: 0.109] 0:00:26.859804 1337 [D loss: 0.561 R 0.582 F 0.539][D acc: 0.727 R 0.609 F 0.844][G loss: 1.262 acc: 0.094] 0:00:26.938005 1338 [D loss: 0.515 R 0.538 F 0.491][D acc: 0.758 R 0.688 F 0.828][G loss: 1.394 acc: 0.109] 0:00:27.011559 1339 [D loss: 0.622 R 0.634 F 0.611][D acc: 0.680 R 0.594 F 0.766][G loss: 1.187 acc: 0.047] 0:00:27.103344 1340 [D loss: 0.499 R 0.485 F 0.513][D acc: 0.734 R 0.703 F 0.766][G loss: 1.443 acc: 0.109] 0:00:27.195323 1341 [D loss: 0.568 R 0.638 F 0.499][D acc: 0.703 R 0.609 F 0.797][G loss: 1.285 acc: 0.062] 0:00:27.272718 1342 [D loss: 0.535 R 0.530 F 0.539][D acc: 0.727 R 0.656 F 0.797][G loss: 1.138 acc: 0.141] 0:00:27.344360 1343 [D loss: 0.485 R 0.459 F 0.512][D acc: 0.719 R 0.625 F 0.812][G loss: 1.301 acc: 0.125] 0:00:27.428737 1344 [D loss: 0.512 R 0.458 F 0.567][D acc: 0.773 R 0.734 F 0.812][G loss: 1.347 acc: 0.047] 0:00:27.500789 1345 [D loss: 0.523 R 0.508 F 0.538][D acc: 0.711 R 0.656 F 0.766][G loss: 1.334 acc: 0.125] 0:00:27.577889 1346 [D loss: 0.555 R 0.577 F 0.532][D acc: 0.672 R 0.562 F 0.781][G loss: 1.143 acc: 0.172] 0:00:27.654791 1347 [D loss: 0.546 R 0.527 F 0.566][D acc: 0.734 R 0.656 F 0.812][G loss: 1.218 acc: 0.047] 0:00:27.751547 1348 [D loss: 0.599 R 0.634 F 0.564][D acc: 0.680 R 0.578 F 0.781][G loss: 1.295 acc: 0.125] 0:00:27.836131 1349 [D loss: 0.551 R 0.629 F 0.474][D acc: 0.719 R 0.531 F 0.906][G loss: 1.350 acc: 0.141] 0:00:27.921389 1350 [D loss: 0.511 R 0.574 F 0.449][D acc: 0.758 R 0.609 F 0.906][G loss: 1.327 acc: 0.078] 0:00:28.013124 1351 [D loss: 0.579 R 0.558 F 0.600][D acc: 0.758 R 0.688 F 0.828][G loss: 1.231 acc: 0.062] 0:00:28.101349 1352 [D loss: 0.593 R 0.620 F 0.565][D acc: 0.648 R 0.578 F 0.719][G loss: 1.305 acc: 0.141] 0:00:28.187983 1353 [D loss: 0.612 R 0.489 F 0.735][D acc: 0.641 R 0.672 F 0.609][G loss: 1.139 acc: 0.125] 0:00:28.263106 1354 [D loss: 0.516 R 0.480 F 0.552][D acc: 0.758 R 0.734 F 0.781][G loss: 1.348 acc: 0.109] 0:00:28.341850 1355 [D loss: 0.521 R 0.576 F 0.466][D acc: 0.750 R 0.656 F 0.844][G loss: 1.367 acc: 0.188] 0:00:28.418680 1356 [D loss: 0.495 R 0.483 F 0.507][D acc: 0.773 R 0.719 F 0.828][G loss: 1.226 acc: 0.141] 0:00:28.494735 1357 [D loss: 0.607 R 0.521 F 0.692][D acc: 0.648 R 0.609 F 0.688][G loss: 1.445 acc: 0.062] 0:00:28.576728 1358 [D loss: 0.565 R 0.608 F 0.523][D acc: 0.672 R 0.594 F 0.750][G loss: 1.364 acc: 0.109] 0:00:28.656776 1359 [D loss: 0.531 R 0.594 F 0.468][D acc: 0.734 R 0.641 F 0.828][G loss: 1.378 acc: 0.125] 0:00:28.733024 1360 [D loss: 0.617 R 0.469 F 0.764][D acc: 0.703 R 0.734 F 0.672][G loss: 1.421 acc: 0.172] 0:00:28.813610 1361 [D loss: 0.588 R 0.630 F 0.545][D acc: 0.742 R 0.703 F 0.781][G loss: 1.333 acc: 0.141] 0:00:28.890751 1362 [D loss: 0.556 R 0.534 F 0.578][D acc: 0.734 R 0.703 F 0.766][G loss: 1.391 acc: 0.109] 0:00:28.979286 1363 [D loss: 0.474 R 0.486 F 0.463][D acc: 0.734 R 0.656 F 0.812][G loss: 1.240 acc: 0.172] 0:00:29.049963 1364 [D loss: 0.583 R 0.567 F 0.600][D acc: 0.688 R 0.609 F 0.766][G loss: 1.342 acc: 0.062] 0:00:29.128009 1365 [D loss: 0.631 R 0.650 F 0.613][D acc: 0.672 R 0.625 F 0.719][G loss: 1.226 acc: 0.094] 0:00:29.213085 1366 [D loss: 0.527 R 0.491 F 0.563][D acc: 0.695 R 0.656 F 0.734][G loss: 1.255 acc: 0.141] 0:00:29.288586 1367 [D loss: 0.507 R 0.548 F 0.466][D acc: 0.750 R 0.688 F 0.812][G loss: 1.371 acc: 0.078] 0:00:29.364997 1368 [D loss: 0.560 R 0.482 F 0.638][D acc: 0.703 R 0.734 F 0.672][G loss: 1.394 acc: 0.062] 0:00:29.436753 1369 [D loss: 0.518 R 0.494 F 0.542][D acc: 0.711 R 0.672 F 0.750][G loss: 1.329 acc: 0.062] 0:00:29.513439 1370 [D loss: 0.503 R 0.528 F 0.478][D acc: 0.758 R 0.703 F 0.812][G loss: 1.453 acc: 0.016] 0:00:29.594511 1371 [D loss: 0.542 R 0.623 F 0.461][D acc: 0.664 R 0.562 F 0.766][G loss: 1.358 acc: 0.062] 0:00:29.692420 1372 [D loss: 0.646 R 0.583 F 0.710][D acc: 0.680 R 0.625 F 0.734][G loss: 1.259 acc: 0.172] 0:00:29.767147 1373 [D loss: 0.518 R 0.553 F 0.483][D acc: 0.750 R 0.641 F 0.859][G loss: 1.356 acc: 0.094] 0:00:29.848902 1374 [D loss: 0.546 R 0.593 F 0.500][D acc: 0.688 R 0.578 F 0.797][G loss: 1.225 acc: 0.141] 0:00:29.924912 1375 [D loss: 0.664 R 0.550 F 0.778][D acc: 0.656 R 0.672 F 0.641][G loss: 1.317 acc: 0.109] 0:00:30.001540 1376 [D loss: 0.509 R 0.540 F 0.479][D acc: 0.727 R 0.641 F 0.812][G loss: 1.388 acc: 0.078] 0:00:30.099697 1377 [D loss: 0.549 R 0.525 F 0.573][D acc: 0.750 R 0.672 F 0.828][G loss: 1.430 acc: 0.141] 0:00:30.194349 1378 [D loss: 0.521 R 0.541 F 0.501][D acc: 0.742 R 0.672 F 0.812][G loss: 1.293 acc: 0.125] 0:00:30.273447 1379 [D loss: 0.540 R 0.610 F 0.471][D acc: 0.672 R 0.625 F 0.719][G loss: 1.245 acc: 0.125] 0:00:30.349306 1380 [D loss: 0.583 R 0.586 F 0.580][D acc: 0.688 R 0.641 F 0.734][G loss: 1.417 acc: 0.078] 0:00:30.423229 1381 [D loss: 0.485 R 0.479 F 0.491][D acc: 0.797 R 0.766 F 0.828][G loss: 1.513 acc: 0.141] 0:00:30.494974 1382 [D loss: 0.601 R 0.609 F 0.592][D acc: 0.680 R 0.609 F 0.750][G loss: 1.337 acc: 0.078] 0:00:30.575513 1383 [D loss: 0.497 R 0.508 F 0.487][D acc: 0.734 R 0.703 F 0.766][G loss: 1.297 acc: 0.125] 0:00:30.649230 1384 [D loss: 0.486 R 0.500 F 0.473][D acc: 0.766 R 0.719 F 0.812][G loss: 1.442 acc: 0.109] 0:00:30.724075 1385 [D loss: 0.564 R 0.557 F 0.571][D acc: 0.672 R 0.625 F 0.719][G loss: 1.523 acc: 0.031] 0:00:30.800604 1386 [D loss: 0.604 R 0.676 F 0.532][D acc: 0.688 R 0.547 F 0.828][G loss: 1.446 acc: 0.062] 0:00:30.881115 1387 [D loss: 0.571 R 0.535 F 0.606][D acc: 0.688 R 0.625 F 0.750][G loss: 1.217 acc: 0.094] 0:00:30.957981 1388 [D loss: 0.564 R 0.629 F 0.499][D acc: 0.680 R 0.562 F 0.797][G loss: 1.140 acc: 0.141] 0:00:31.034955 1389 [D loss: 0.575 R 0.586 F 0.563][D acc: 0.703 R 0.625 F 0.781][G loss: 1.247 acc: 0.141] 0:00:31.111558 1390 [D loss: 0.593 R 0.629 F 0.556][D acc: 0.695 R 0.609 F 0.781][G loss: 1.397 acc: 0.062] 0:00:31.187277 1391 [D loss: 0.563 R 0.685 F 0.441][D acc: 0.711 R 0.578 F 0.844][G loss: 1.207 acc: 0.125] 0:00:31.277146 1392 [D loss: 0.560 R 0.527 F 0.593][D acc: 0.680 R 0.688 F 0.672][G loss: 1.210 acc: 0.125] 0:00:31.353319 1393 [D loss: 0.483 R 0.390 F 0.576][D acc: 0.789 R 0.797 F 0.781][G loss: 1.375 acc: 0.109] 0:00:31.425287 1394 [D loss: 0.529 R 0.595 F 0.464][D acc: 0.727 R 0.594 F 0.859][G loss: 1.280 acc: 0.062] 0:00:31.499192 1395 [D loss: 0.474 R 0.458 F 0.491][D acc: 0.805 R 0.750 F 0.859][G loss: 1.187 acc: 0.234] 0:00:31.593770 1396 [D loss: 0.538 R 0.569 F 0.507][D acc: 0.711 R 0.625 F 0.797][G loss: 1.234 acc: 0.188] 0:00:31.668635 1397 [D loss: 0.594 R 0.575 F 0.614][D acc: 0.711 R 0.672 F 0.750][G loss: 1.437 acc: 0.125] 0:00:31.750824 1398 [D loss: 0.461 R 0.472 F 0.451][D acc: 0.797 R 0.750 F 0.844][G loss: 1.416 acc: 0.094] 0:00:31.827359 1399 [D loss: 0.522 R 0.522 F 0.522][D acc: 0.750 R 0.672 F 0.828][G loss: 1.351 acc: 0.062] 0:00:31.898068 1400 [D loss: 0.555 R 0.451 F 0.660][D acc: 0.688 R 0.703 F 0.672][G loss: 1.516 acc: 0.109] 0:00:31.976222 1401 [D loss: 0.566 R 0.490 F 0.643][D acc: 0.703 R 0.688 F 0.719][G loss: 1.439 acc: 0.109] 0:00:32.047260 1402 [D loss: 0.552 R 0.644 F 0.459][D acc: 0.680 R 0.578 F 0.781][G loss: 1.413 acc: 0.062] 0:00:32.121750 1403 [D loss: 0.504 R 0.501 F 0.507][D acc: 0.727 R 0.672 F 0.781][G loss: 1.350 acc: 0.141] 0:00:32.224958 1404 [D loss: 0.528 R 0.569 F 0.487][D acc: 0.703 R 0.656 F 0.750][G loss: 1.400 acc: 0.172] 0:00:32.311319 1405 [D loss: 0.595 R 0.533 F 0.658][D acc: 0.719 R 0.703 F 0.734][G loss: 1.329 acc: 0.125] 0:00:32.388412 1406 [D loss: 0.558 R 0.644 F 0.472][D acc: 0.742 R 0.641 F 0.844][G loss: 1.272 acc: 0.078] 0:00:32.462259 1407 [D loss: 0.496 R 0.522 F 0.470][D acc: 0.727 R 0.625 F 0.828][G loss: 1.572 acc: 0.141] 0:00:32.536419 1408 [D loss: 0.519 R 0.555 F 0.483][D acc: 0.734 R 0.672 F 0.797][G loss: 1.195 acc: 0.156] 0:00:32.611404 1409 [D loss: 0.552 R 0.508 F 0.596][D acc: 0.742 R 0.688 F 0.797][G loss: 1.369 acc: 0.141] 0:00:32.692015 1410 [D loss: 0.495 R 0.475 F 0.515][D acc: 0.789 R 0.734 F 0.844][G loss: 1.478 acc: 0.047] 0:00:32.763258 1411 [D loss: 0.552 R 0.540 F 0.565][D acc: 0.734 R 0.656 F 0.812][G loss: 1.472 acc: 0.031] 0:00:32.837645 1412 [D loss: 0.511 R 0.571 F 0.450][D acc: 0.766 R 0.688 F 0.844][G loss: 1.501 acc: 0.109] 0:00:32.921331 1413 [D loss: 0.473 R 0.506 F 0.439][D acc: 0.789 R 0.734 F 0.844][G loss: 1.761 acc: 0.109] 0:00:32.996026 1414 [D loss: 0.515 R 0.560 F 0.470][D acc: 0.727 R 0.656 F 0.797][G loss: 1.565 acc: 0.047] 0:00:33.072934 1415 [D loss: 0.441 R 0.420 F 0.463][D acc: 0.789 R 0.766 F 0.812][G loss: 1.482 acc: 0.125] 0:00:33.152257 1416 [D loss: 0.576 R 0.601 F 0.551][D acc: 0.727 R 0.656 F 0.797][G loss: 1.496 acc: 0.094] 0:00:33.235592 1417 [D loss: 0.448 R 0.396 F 0.500][D acc: 0.805 R 0.781 F 0.828][G loss: 1.408 acc: 0.141] 0:00:33.312155 1418 [D loss: 0.582 R 0.490 F 0.674][D acc: 0.711 R 0.734 F 0.688][G loss: 1.363 acc: 0.141] 0:00:33.391518 1419 [D loss: 0.583 R 0.548 F 0.617][D acc: 0.695 R 0.656 F 0.734][G loss: 1.415 acc: 0.094] 0:00:33.466322 1420 [D loss: 0.619 R 0.606 F 0.632][D acc: 0.703 R 0.594 F 0.812][G loss: 1.424 acc: 0.062] 0:00:33.537995 1421 [D loss: 0.521 R 0.493 F 0.549][D acc: 0.719 R 0.688 F 0.750][G loss: 1.524 acc: 0.062] 0:00:33.619485 1422 [D loss: 0.483 R 0.507 F 0.458][D acc: 0.773 R 0.703 F 0.844][G loss: 1.283 acc: 0.156] 0:00:33.709585 1423 [D loss: 0.431 R 0.405 F 0.457][D acc: 0.797 R 0.750 F 0.844][G loss: 1.389 acc: 0.188] 0:00:33.781208 1424 [D loss: 0.584 R 0.511 F 0.656][D acc: 0.680 R 0.703 F 0.656][G loss: 1.498 acc: 0.062] 0:00:33.862446 1425 [D loss: 0.551 R 0.669 F 0.432][D acc: 0.719 R 0.516 F 0.922][G loss: 1.421 acc: 0.062] 0:00:33.936619 1426 [D loss: 0.475 R 0.452 F 0.498][D acc: 0.805 R 0.734 F 0.875][G loss: 1.329 acc: 0.203] 0:00:34.008242 1427 [D loss: 0.536 R 0.543 F 0.530][D acc: 0.750 R 0.688 F 0.812][G loss: 1.409 acc: 0.125] 0:00:34.088075 1428 [D loss: 0.496 R 0.439 F 0.552][D acc: 0.750 R 0.734 F 0.766][G loss: 1.343 acc: 0.078] 0:00:34.160861 1429 [D loss: 0.535 R 0.574 F 0.496][D acc: 0.773 R 0.703 F 0.844][G loss: 1.571 acc: 0.078] 0:00:34.238720 1430 [D loss: 0.474 R 0.518 F 0.429][D acc: 0.742 R 0.656 F 0.828][G loss: 1.622 acc: 0.125] 0:00:34.322224 1431 [D loss: 0.643 R 0.558 F 0.728][D acc: 0.672 R 0.641 F 0.703][G loss: 1.293 acc: 0.062] 0:00:34.394888 1432 [D loss: 0.537 R 0.554 F 0.521][D acc: 0.734 R 0.688 F 0.781][G loss: 1.331 acc: 0.078] 0:00:34.469623 1433 [D loss: 0.588 R 0.560 F 0.617][D acc: 0.664 R 0.625 F 0.703][G loss: 1.376 acc: 0.062] 0:00:34.566342 1434 [D loss: 0.546 R 0.658 F 0.434][D acc: 0.742 R 0.609 F 0.875][G loss: 1.373 acc: 0.156] 0:00:34.643437 1435 [D loss: 0.598 R 0.552 F 0.643][D acc: 0.734 R 0.672 F 0.797][G loss: 1.326 acc: 0.078] 0:00:34.719612 1436 [D loss: 0.636 R 0.654 F 0.619][D acc: 0.648 R 0.578 F 0.719][G loss: 1.145 acc: 0.125] 0:00:34.794271 1437 [D loss: 0.579 R 0.551 F 0.606][D acc: 0.664 R 0.656 F 0.672][G loss: 1.277 acc: 0.094] 0:00:34.877245 1438 [D loss: 0.560 R 0.605 F 0.514][D acc: 0.703 R 0.594 F 0.812][G loss: 1.195 acc: 0.141] 0:00:34.963012 1439 [D loss: 0.594 R 0.600 F 0.588][D acc: 0.656 R 0.562 F 0.750][G loss: 1.189 acc: 0.094] 0:00:35.041973 1440 [D loss: 0.569 R 0.547 F 0.591][D acc: 0.727 R 0.688 F 0.766][G loss: 1.329 acc: 0.109] 0:00:35.136025 1441 [D loss: 0.555 R 0.577 F 0.533][D acc: 0.719 R 0.656 F 0.781][G loss: 1.227 acc: 0.078] 0:00:35.214798 1442 [D loss: 0.594 R 0.580 F 0.609][D acc: 0.664 R 0.625 F 0.703][G loss: 1.248 acc: 0.141] 0:00:35.311186 1443 [D loss: 0.589 R 0.573 F 0.605][D acc: 0.703 R 0.672 F 0.734][G loss: 1.189 acc: 0.094] 0:00:35.392115 1444 [D loss: 0.563 R 0.573 F 0.553][D acc: 0.711 R 0.641 F 0.781][G loss: 1.198 acc: 0.094] 0:00:35.481994 1445 [D loss: 0.507 R 0.484 F 0.531][D acc: 0.750 R 0.672 F 0.828][G loss: 1.236 acc: 0.047] 0:00:35.559706 1446 [D loss: 0.509 R 0.533 F 0.485][D acc: 0.758 R 0.641 F 0.875][G loss: 1.433 acc: 0.016] 0:00:35.658374 1447 [D loss: 0.469 R 0.449 F 0.489][D acc: 0.828 R 0.797 F 0.859][G loss: 1.286 acc: 0.203] 0:00:35.742133 1448 [D loss: 0.492 R 0.525 F 0.459][D acc: 0.750 R 0.656 F 0.844][G loss: 1.565 acc: 0.062] 0:00:35.820247 1449 [D loss: 0.567 R 0.648 F 0.486][D acc: 0.688 R 0.562 F 0.812][G loss: 1.497 acc: 0.094] 0:00:35.898690 1450 [D loss: 0.549 R 0.668 F 0.429][D acc: 0.719 R 0.594 F 0.844][G loss: 1.463 acc: 0.094] 0:00:35.974534 1451 [D loss: 0.562 R 0.400 F 0.725][D acc: 0.703 R 0.766 F 0.641][G loss: 1.367 acc: 0.109] 0:00:36.052730 1452 [D loss: 0.489 R 0.504 F 0.474][D acc: 0.727 R 0.656 F 0.797][G loss: 1.326 acc: 0.141] 0:00:36.132162 1453 [D loss: 0.601 R 0.596 F 0.605][D acc: 0.711 R 0.688 F 0.734][G loss: 1.330 acc: 0.156] 0:00:36.206131 1454 [D loss: 0.532 R 0.428 F 0.637][D acc: 0.750 R 0.781 F 0.719][G loss: 1.522 acc: 0.094] 0:00:36.286573 1455 [D loss: 0.592 R 0.587 F 0.596][D acc: 0.688 R 0.656 F 0.719][G loss: 1.490 acc: 0.047] 0:00:36.358943 1456 [D loss: 0.570 R 0.619 F 0.521][D acc: 0.695 R 0.594 F 0.797][G loss: 1.217 acc: 0.188] 0:00:36.437623 1457 [D loss: 0.549 R 0.475 F 0.623][D acc: 0.719 R 0.734 F 0.703][G loss: 1.404 acc: 0.141] 0:00:36.521424 1458 [D loss: 0.562 R 0.607 F 0.517][D acc: 0.688 R 0.625 F 0.750][G loss: 1.414 acc: 0.109] 0:00:36.597684 1459 [D loss: 0.529 R 0.517 F 0.541][D acc: 0.734 R 0.688 F 0.781][G loss: 1.685 acc: 0.094] 0:00:36.670691 1460 [D loss: 0.518 R 0.659 F 0.377][D acc: 0.789 R 0.609 F 0.969][G loss: 1.541 acc: 0.094] 0:00:36.753508 1461 [D loss: 0.561 R 0.567 F 0.556][D acc: 0.711 R 0.672 F 0.750][G loss: 1.239 acc: 0.172] 0:00:36.825650 1462 [D loss: 0.601 R 0.553 F 0.649][D acc: 0.664 R 0.672 F 0.656][G loss: 1.400 acc: 0.109] 0:00:36.902283 1463 [D loss: 0.540 R 0.466 F 0.614][D acc: 0.766 R 0.734 F 0.797][G loss: 1.395 acc: 0.047] 0:00:36.976956 1464 [D loss: 0.543 R 0.592 F 0.494][D acc: 0.711 R 0.625 F 0.797][G loss: 1.543 acc: 0.078] 0:00:37.060273 1465 [D loss: 0.596 R 0.647 F 0.546][D acc: 0.719 R 0.609 F 0.828][G loss: 1.423 acc: 0.047] 0:00:37.132498 1466 [D loss: 0.504 R 0.492 F 0.516][D acc: 0.766 R 0.734 F 0.797][G loss: 1.246 acc: 0.109] 0:00:37.215324 1467 [D loss: 0.523 R 0.576 F 0.470][D acc: 0.695 R 0.594 F 0.797][G loss: 1.311 acc: 0.125] 0:00:37.297150 1468 [D loss: 0.542 R 0.502 F 0.581][D acc: 0.719 R 0.688 F 0.750][G loss: 1.339 acc: 0.156] 0:00:37.369520 1469 [D loss: 0.529 R 0.550 F 0.508][D acc: 0.719 R 0.641 F 0.797][G loss: 1.283 acc: 0.156] 0:00:37.447111 1470 [D loss: 0.583 R 0.562 F 0.604][D acc: 0.695 R 0.656 F 0.734][G loss: 1.363 acc: 0.094] 0:00:37.523266 1471 [D loss: 0.522 R 0.531 F 0.513][D acc: 0.750 R 0.672 F 0.828][G loss: 1.327 acc: 0.109] 0:00:37.605571 1472 [D loss: 0.554 R 0.640 F 0.468][D acc: 0.727 R 0.641 F 0.812][G loss: 1.322 acc: 0.219] 0:00:37.682032 1473 [D loss: 0.463 R 0.361 F 0.565][D acc: 0.781 R 0.828 F 0.734][G loss: 1.533 acc: 0.016] 0:00:37.761018 1474 [D loss: 0.547 R 0.601 F 0.494][D acc: 0.758 R 0.656 F 0.859][G loss: 1.515 acc: 0.078] 0:00:37.832608 1475 [D loss: 0.525 R 0.542 F 0.508][D acc: 0.711 R 0.625 F 0.797][G loss: 1.385 acc: 0.125] 0:00:37.917110 1476 [D loss: 0.542 R 0.572 F 0.513][D acc: 0.719 R 0.641 F 0.797][G loss: 1.470 acc: 0.109] 0:00:37.993800 1477 [D loss: 0.565 R 0.604 F 0.525][D acc: 0.734 R 0.625 F 0.844][G loss: 1.296 acc: 0.219] 0:00:38.066503 1478 [D loss: 0.544 R 0.381 F 0.706][D acc: 0.734 R 0.781 F 0.688][G loss: 1.330 acc: 0.094] 0:00:38.152067 1479 [D loss: 0.500 R 0.599 F 0.402][D acc: 0.781 R 0.641 F 0.922][G loss: 1.456 acc: 0.125] 0:00:38.225645 1480 [D loss: 0.472 R 0.474 F 0.471][D acc: 0.758 R 0.719 F 0.797][G loss: 1.547 acc: 0.047] 0:00:38.305588 1481 [D loss: 0.457 R 0.433 F 0.481][D acc: 0.766 R 0.750 F 0.781][G loss: 1.658 acc: 0.047] 0:00:38.383863 1482 [D loss: 0.581 R 0.582 F 0.580][D acc: 0.727 R 0.672 F 0.781][G loss: 1.356 acc: 0.109] 0:00:38.462368 1483 [D loss: 0.502 R 0.581 F 0.423][D acc: 0.750 R 0.641 F 0.859][G loss: 1.493 acc: 0.094] 0:00:38.533251 1484 [D loss: 0.549 R 0.581 F 0.518][D acc: 0.711 R 0.656 F 0.766][G loss: 1.462 acc: 0.078] 0:00:38.611767 1485 [D loss: 0.609 R 0.523 F 0.696][D acc: 0.609 R 0.656 F 0.562][G loss: 1.384 acc: 0.125] 0:00:38.689797 1486 [D loss: 0.553 R 0.639 F 0.468][D acc: 0.711 R 0.594 F 0.828][G loss: 1.429 acc: 0.109] 0:00:38.762040 1487 [D loss: 0.536 R 0.596 F 0.476][D acc: 0.727 R 0.609 F 0.844][G loss: 1.360 acc: 0.078] 0:00:38.836735 1488 [D loss: 0.535 R 0.542 F 0.528][D acc: 0.711 R 0.641 F 0.781][G loss: 1.381 acc: 0.047] 0:00:38.938050 1489 [D loss: 0.497 R 0.420 F 0.573][D acc: 0.766 R 0.797 F 0.734][G loss: 1.244 acc: 0.141] 0:00:39.011570 1490 [D loss: 0.686 R 0.724 F 0.647][D acc: 0.633 R 0.578 F 0.688][G loss: 1.265 acc: 0.125] 0:00:39.087250 1491 [D loss: 0.575 R 0.635 F 0.515][D acc: 0.711 R 0.609 F 0.812][G loss: 1.334 acc: 0.078] 0:00:39.170462 1492 [D loss: 0.566 R 0.618 F 0.514][D acc: 0.664 R 0.547 F 0.781][G loss: 1.396 acc: 0.062] 0:00:39.241704 1493 [D loss: 0.540 R 0.553 F 0.526][D acc: 0.688 R 0.609 F 0.766][G loss: 1.354 acc: 0.109] 0:00:39.320724 1494 [D loss: 0.488 R 0.523 F 0.452][D acc: 0.750 R 0.625 F 0.875][G loss: 1.302 acc: 0.125] 0:00:39.395768 1495 [D loss: 0.549 R 0.589 F 0.509][D acc: 0.742 R 0.656 F 0.828][G loss: 1.496 acc: 0.125] 0:00:39.467255 1496 [D loss: 0.543 R 0.542 F 0.544][D acc: 0.711 R 0.656 F 0.766][G loss: 1.345 acc: 0.109] 0:00:39.540855 1497 [D loss: 0.614 R 0.590 F 0.637][D acc: 0.672 R 0.625 F 0.719][G loss: 1.220 acc: 0.141] 0:00:39.612618 1498 [D loss: 0.526 R 0.561 F 0.491][D acc: 0.766 R 0.688 F 0.844][G loss: 1.275 acc: 0.188] 0:00:39.683771 1499 [D loss: 0.637 R 0.635 F 0.638][D acc: 0.680 R 0.578 F 0.781][G loss: 1.264 acc: 0.109] 0:00:39.780605 1500 [D loss: 0.557 R 0.535 F 0.578][D acc: 0.727 R 0.750 F 0.703][G loss: 1.222 acc: 0.172] 0:00:39.852909 1501 [D loss: 0.575 R 0.562 F 0.588][D acc: 0.719 R 0.656 F 0.781][G loss: 1.252 acc: 0.094] 0:00:39.925975 1502 [D loss: 0.504 R 0.551 F 0.458][D acc: 0.727 R 0.609 F 0.844][G loss: 1.411 acc: 0.062] 0:00:40.007289 1503 [D loss: 0.481 R 0.529 F 0.433][D acc: 0.734 R 0.672 F 0.797][G loss: 1.379 acc: 0.125] 0:00:40.084201 1504 [D loss: 0.532 R 0.454 F 0.611][D acc: 0.719 R 0.719 F 0.719][G loss: 1.402 acc: 0.031] 0:00:40.163774 1505 [D loss: 0.602 R 0.722 F 0.483][D acc: 0.695 R 0.547 F 0.844][G loss: 1.343 acc: 0.094] 0:00:40.254452 1506 [D loss: 0.537 R 0.596 F 0.478][D acc: 0.703 R 0.562 F 0.844][G loss: 1.400 acc: 0.156] 0:00:40.330531 1507 [D loss: 0.677 R 0.717 F 0.637][D acc: 0.609 R 0.516 F 0.703][G loss: 1.222 acc: 0.094] 0:00:40.411638 1508 [D loss: 0.581 R 0.527 F 0.635][D acc: 0.656 R 0.609 F 0.703][G loss: 1.180 acc: 0.172] 0:00:40.491170 1509 [D loss: 0.528 R 0.559 F 0.497][D acc: 0.758 R 0.656 F 0.859][G loss: 1.271 acc: 0.078] 0:00:40.562988 1510 [D loss: 0.503 R 0.450 F 0.556][D acc: 0.797 R 0.766 F 0.828][G loss: 1.322 acc: 0.172] 0:00:40.637403 1511 [D loss: 0.535 R 0.570 F 0.501][D acc: 0.734 R 0.656 F 0.812][G loss: 1.202 acc: 0.188] 0:00:40.716561 1512 [D loss: 0.578 R 0.554 F 0.602][D acc: 0.703 R 0.672 F 0.734][G loss: 1.243 acc: 0.203] 0:00:40.789094 1513 [D loss: 0.551 R 0.500 F 0.602][D acc: 0.703 R 0.703 F 0.703][G loss: 1.362 acc: 0.078] 0:00:40.867507 1514 [D loss: 0.549 R 0.603 F 0.494][D acc: 0.742 R 0.656 F 0.828][G loss: 1.295 acc: 0.125] 0:00:40.963277 1515 [D loss: 0.538 R 0.545 F 0.530][D acc: 0.695 R 0.609 F 0.781][G loss: 1.475 acc: 0.078] 0:00:41.042636 1516 [D loss: 0.563 R 0.516 F 0.610][D acc: 0.695 R 0.703 F 0.688][G loss: 1.382 acc: 0.031] 0:00:41.117323 1517 [D loss: 0.602 R 0.647 F 0.556][D acc: 0.641 R 0.562 F 0.719][G loss: 1.299 acc: 0.062] 0:00:41.211694 1518 [D loss: 0.502 R 0.516 F 0.487][D acc: 0.797 R 0.703 F 0.891][G loss: 1.381 acc: 0.047] 0:00:41.287574 1519 [D loss: 0.540 R 0.550 F 0.529][D acc: 0.695 R 0.625 F 0.766][G loss: 1.366 acc: 0.047] 0:00:41.369323 1520 [D loss: 0.582 R 0.638 F 0.527][D acc: 0.734 R 0.609 F 0.859][G loss: 1.259 acc: 0.094] 0:00:41.455103 1521 [D loss: 0.560 R 0.607 F 0.514][D acc: 0.727 R 0.594 F 0.859][G loss: 1.126 acc: 0.172] 0:00:41.530700 1522 [D loss: 0.532 R 0.497 F 0.566][D acc: 0.695 R 0.656 F 0.734][G loss: 1.236 acc: 0.125] 0:00:41.604858 1523 [D loss: 0.528 R 0.531 F 0.525][D acc: 0.742 R 0.719 F 0.766][G loss: 1.265 acc: 0.094] 0:00:41.680024 1524 [D loss: 0.432 R 0.350 F 0.513][D acc: 0.773 R 0.766 F 0.781][G loss: 1.394 acc: 0.109] 0:00:41.751012 1525 [D loss: 0.555 R 0.525 F 0.585][D acc: 0.742 R 0.656 F 0.828][G loss: 1.249 acc: 0.109] 0:00:41.824863 1526 [D loss: 0.524 R 0.489 F 0.560][D acc: 0.719 R 0.672 F 0.766][G loss: 1.379 acc: 0.062] 0:00:41.913659 1527 [D loss: 0.566 R 0.481 F 0.651][D acc: 0.727 R 0.656 F 0.797][G loss: 1.180 acc: 0.125] 0:00:41.990542 1528 [D loss: 0.540 R 0.572 F 0.508][D acc: 0.750 R 0.672 F 0.828][G loss: 1.243 acc: 0.141] 0:00:42.061484 1529 [D loss: 0.491 R 0.454 F 0.529][D acc: 0.781 R 0.750 F 0.812][G loss: 1.269 acc: 0.172] 0:00:42.140363 1530 [D loss: 0.529 R 0.450 F 0.609][D acc: 0.727 R 0.719 F 0.734][G loss: 1.498 acc: 0.078] 0:00:42.212394 1531 [D loss: 0.568 R 0.496 F 0.640][D acc: 0.695 R 0.719 F 0.672][G loss: 1.426 acc: 0.078] 0:00:42.283858 1532 [D loss: 0.569 R 0.610 F 0.527][D acc: 0.734 R 0.672 F 0.797][G loss: 1.309 acc: 0.078] 0:00:42.365347 1533 [D loss: 0.590 R 0.587 F 0.593][D acc: 0.672 R 0.625 F 0.719][G loss: 1.305 acc: 0.078] 0:00:42.437005 1534 [D loss: 0.519 R 0.552 F 0.486][D acc: 0.750 R 0.688 F 0.812][G loss: 1.383 acc: 0.078] 0:00:42.514791 1535 [D loss: 0.455 R 0.448 F 0.462][D acc: 0.789 R 0.734 F 0.844][G loss: 1.380 acc: 0.141] 0:00:42.592111 1536 [D loss: 0.499 R 0.569 F 0.430][D acc: 0.742 R 0.641 F 0.844][G loss: 1.551 acc: 0.031] 0:00:42.681120 1537 [D loss: 0.506 R 0.521 F 0.491][D acc: 0.766 R 0.688 F 0.844][G loss: 1.537 acc: 0.109] 0:00:42.753083 1538 [D loss: 0.547 R 0.550 F 0.545][D acc: 0.703 R 0.656 F 0.750][G loss: 1.692 acc: 0.016] 0:00:42.832068 1539 [D loss: 0.581 R 0.597 F 0.566][D acc: 0.719 R 0.625 F 0.812][G loss: 1.570 acc: 0.062] 0:00:42.924709 1540 [D loss: 0.522 R 0.604 F 0.441][D acc: 0.719 R 0.625 F 0.812][G loss: 1.307 acc: 0.125] 0:00:43.016123 1541 [D loss: 0.556 R 0.587 F 0.525][D acc: 0.734 R 0.641 F 0.828][G loss: 1.341 acc: 0.109] 0:00:43.103312 1542 [D loss: 0.535 R 0.555 F 0.515][D acc: 0.703 R 0.641 F 0.766][G loss: 1.380 acc: 0.078] 0:00:43.176948 1543 [D loss: 0.499 R 0.448 F 0.550][D acc: 0.781 R 0.750 F 0.812][G loss: 1.463 acc: 0.156] 0:00:43.254647 1544 [D loss: 0.601 R 0.635 F 0.568][D acc: 0.648 R 0.594 F 0.703][G loss: 1.239 acc: 0.141] 0:00:43.356219 1545 [D loss: 0.490 R 0.533 F 0.447][D acc: 0.781 R 0.656 F 0.906][G loss: 1.512 acc: 0.031] 0:00:43.438691 1546 [D loss: 0.505 R 0.503 F 0.508][D acc: 0.758 R 0.734 F 0.781][G loss: 1.431 acc: 0.172] 0:00:43.517577 1547 [D loss: 0.485 R 0.421 F 0.550][D acc: 0.773 R 0.766 F 0.781][G loss: 1.446 acc: 0.125] 0:00:43.593561 1548 [D loss: 0.494 R 0.462 F 0.527][D acc: 0.766 R 0.719 F 0.812][G loss: 1.492 acc: 0.062] 0:00:43.667257 1549 [D loss: 0.504 R 0.513 F 0.496][D acc: 0.773 R 0.719 F 0.828][G loss: 1.609 acc: 0.016] 0:00:43.745420 1550 [D loss: 0.543 R 0.581 F 0.504][D acc: 0.773 R 0.688 F 0.859][G loss: 1.297 acc: 0.094] 0:00:43.820667 1551 [D loss: 0.567 R 0.573 F 0.561][D acc: 0.695 R 0.609 F 0.781][G loss: 1.293 acc: 0.047] 0:00:43.914127 1552 [D loss: 0.526 R 0.567 F 0.486][D acc: 0.727 R 0.609 F 0.844][G loss: 1.363 acc: 0.109] 0:00:43.998277 1553 [D loss: 0.564 R 0.517 F 0.611][D acc: 0.711 R 0.703 F 0.719][G loss: 1.442 acc: 0.062] 0:00:44.082261 1554 [D loss: 0.547 R 0.519 F 0.576][D acc: 0.695 R 0.703 F 0.688][G loss: 1.447 acc: 0.078] 0:00:44.161536 1555 [D loss: 0.513 R 0.457 F 0.569][D acc: 0.758 R 0.750 F 0.766][G loss: 1.326 acc: 0.125] 0:00:44.235079 1556 [D loss: 0.450 R 0.465 F 0.435][D acc: 0.789 R 0.734 F 0.844][G loss: 1.538 acc: 0.062] 0:00:44.313525 1557 [D loss: 0.524 R 0.463 F 0.585][D acc: 0.773 R 0.797 F 0.750][G loss: 1.596 acc: 0.047] 0:00:44.406378 1558 [D loss: 0.536 R 0.576 F 0.495][D acc: 0.703 R 0.609 F 0.797][G loss: 1.615 acc: 0.062] 0:00:44.478471 1559 [D loss: 0.512 R 0.479 F 0.546][D acc: 0.719 R 0.672 F 0.766][G loss: 1.554 acc: 0.062] 0:00:44.555552 1560 [D loss: 0.458 R 0.566 F 0.351][D acc: 0.766 R 0.625 F 0.906][G loss: 1.465 acc: 0.141] 0:00:44.633589 1561 [D loss: 0.514 R 0.522 F 0.507][D acc: 0.695 R 0.656 F 0.734][G loss: 1.528 acc: 0.047] 0:00:44.711119 1562 [D loss: 0.523 R 0.542 F 0.504][D acc: 0.734 R 0.688 F 0.781][G loss: 1.751 acc: 0.031] 0:00:44.807901 1563 [D loss: 0.574 R 0.646 F 0.502][D acc: 0.695 R 0.578 F 0.812][G loss: 1.500 acc: 0.109] 0:00:44.882950 1564 [D loss: 0.548 R 0.488 F 0.608][D acc: 0.695 R 0.703 F 0.688][G loss: 1.387 acc: 0.156] 0:00:44.956291 1565 [D loss: 0.491 R 0.539 F 0.443][D acc: 0.773 R 0.688 F 0.859][G loss: 1.436 acc: 0.125] 0:00:45.039098 1566 [D loss: 0.580 R 0.624 F 0.535][D acc: 0.688 R 0.562 F 0.812][G loss: 1.385 acc: 0.078] 0:00:45.115013 1567 [D loss: 0.556 R 0.534 F 0.578][D acc: 0.727 R 0.688 F 0.766][G loss: 1.254 acc: 0.172] 0:00:45.186650 1568 [D loss: 0.520 R 0.424 F 0.616][D acc: 0.789 R 0.828 F 0.750][G loss: 1.389 acc: 0.109] 0:00:45.260721 1569 [D loss: 0.485 R 0.576 F 0.395][D acc: 0.781 R 0.656 F 0.906][G loss: 1.274 acc: 0.125] 0:00:45.340632 1570 [D loss: 0.559 R 0.440 F 0.678][D acc: 0.750 R 0.750 F 0.750][G loss: 1.502 acc: 0.047] 0:00:45.418032 1571 [D loss: 0.576 R 0.548 F 0.603][D acc: 0.680 R 0.656 F 0.703][G loss: 1.428 acc: 0.125] 0:00:45.494784 1572 [D loss: 0.595 R 0.660 F 0.530][D acc: 0.695 R 0.562 F 0.828][G loss: 1.341 acc: 0.094] 0:00:45.570678 1573 [D loss: 0.474 R 0.481 F 0.466][D acc: 0.789 R 0.734 F 0.844][G loss: 1.310 acc: 0.125] 0:00:45.644920 1574 [D loss: 0.516 R 0.593 F 0.439][D acc: 0.781 R 0.656 F 0.906][G loss: 1.433 acc: 0.109] 0:00:45.721391 1575 [D loss: 0.561 R 0.514 F 0.608][D acc: 0.773 R 0.734 F 0.812][G loss: 1.401 acc: 0.125] 0:00:45.796237 1576 [D loss: 0.604 R 0.655 F 0.552][D acc: 0.703 R 0.641 F 0.766][G loss: 1.253 acc: 0.094] 0:00:45.868417 1577 [D loss: 0.605 R 0.473 F 0.736][D acc: 0.656 R 0.688 F 0.625][G loss: 1.426 acc: 0.094] 0:00:45.942509 1578 [D loss: 0.536 R 0.642 F 0.429][D acc: 0.703 R 0.531 F 0.875][G loss: 1.363 acc: 0.078] 0:00:46.022825 1579 [D loss: 0.434 R 0.404 F 0.465][D acc: 0.797 R 0.781 F 0.812][G loss: 1.340 acc: 0.125] 0:00:46.093904 1580 [D loss: 0.658 R 0.705 F 0.611][D acc: 0.672 R 0.578 F 0.766][G loss: 1.308 acc: 0.094] 0:00:46.168625 1581 [D loss: 0.590 R 0.527 F 0.653][D acc: 0.703 R 0.672 F 0.734][G loss: 1.236 acc: 0.016] 0:00:46.244058 1582 [D loss: 0.583 R 0.516 F 0.649][D acc: 0.703 R 0.672 F 0.734][G loss: 1.270 acc: 0.094] 0:00:46.316756 1583 [D loss: 0.577 R 0.644 F 0.509][D acc: 0.688 R 0.531 F 0.844][G loss: 1.438 acc: 0.047] 0:00:46.397087 1584 [D loss: 0.532 R 0.557 F 0.508][D acc: 0.766 R 0.703 F 0.828][G loss: 1.379 acc: 0.125] 0:00:46.471605 1585 [D loss: 0.485 R 0.413 F 0.557][D acc: 0.781 R 0.781 F 0.781][G loss: 1.296 acc: 0.188] 0:00:46.542740 1586 [D loss: 0.609 R 0.657 F 0.561][D acc: 0.656 R 0.531 F 0.781][G loss: 1.435 acc: 0.031] 0:00:46.618144 1587 [D loss: 0.515 R 0.574 F 0.456][D acc: 0.773 R 0.641 F 0.906][G loss: 1.427 acc: 0.094] 0:00:46.697510 1588 [D loss: 0.606 R 0.585 F 0.628][D acc: 0.703 R 0.656 F 0.750][G loss: 1.409 acc: 0.062] 0:00:46.775013 1589 [D loss: 0.572 R 0.652 F 0.492][D acc: 0.695 R 0.609 F 0.781][G loss: 1.238 acc: 0.188] 0:00:46.851101 1590 [D loss: 0.514 R 0.512 F 0.515][D acc: 0.727 R 0.703 F 0.750][G loss: 1.439 acc: 0.078] 0:00:46.922146 1591 [D loss: 0.641 R 0.646 F 0.637][D acc: 0.633 R 0.516 F 0.750][G loss: 1.370 acc: 0.062] 0:00:46.996003 1592 [D loss: 0.526 R 0.500 F 0.552][D acc: 0.680 R 0.625 F 0.734][G loss: 1.436 acc: 0.078] 0:00:47.078284 1593 [D loss: 0.547 R 0.612 F 0.482][D acc: 0.688 R 0.609 F 0.766][G loss: 1.237 acc: 0.125] 0:00:47.153488 1594 [D loss: 0.554 R 0.475 F 0.633][D acc: 0.727 R 0.750 F 0.703][G loss: 1.287 acc: 0.156] 0:00:47.229039 1595 [D loss: 0.577 R 0.594 F 0.559][D acc: 0.703 R 0.641 F 0.766][G loss: 1.221 acc: 0.109] 0:00:47.310921 1596 [D loss: 0.568 R 0.557 F 0.578][D acc: 0.672 R 0.625 F 0.719][G loss: 1.335 acc: 0.078] 0:00:47.390021 1597 [D loss: 0.595 R 0.612 F 0.579][D acc: 0.641 R 0.578 F 0.703][G loss: 1.369 acc: 0.016] 0:00:47.461231 1598 [D loss: 0.453 R 0.455 F 0.451][D acc: 0.805 R 0.719 F 0.891][G loss: 1.536 acc: 0.062] 0:00:47.538683 1599 [D loss: 0.521 R 0.521 F 0.522][D acc: 0.797 R 0.750 F 0.844][G loss: 1.384 acc: 0.125] 0:00:47.613571 1600 [D loss: 0.518 R 0.460 F 0.576][D acc: 0.758 R 0.766 F 0.750][G loss: 1.491 acc: 0.094] 0:00:47.684700 1601 [D loss: 0.436 R 0.482 F 0.390][D acc: 0.797 R 0.719 F 0.875][G loss: 1.450 acc: 0.078] 0:00:47.774871 1602 [D loss: 0.586 R 0.574 F 0.598][D acc: 0.680 R 0.625 F 0.734][G loss: 1.293 acc: 0.141] 0:00:47.856726 1603 [D loss: 0.496 R 0.493 F 0.499][D acc: 0.758 R 0.688 F 0.828][G loss: 1.439 acc: 0.109] 0:00:47.931118 1604 [D loss: 0.612 R 0.618 F 0.606][D acc: 0.680 R 0.672 F 0.688][G loss: 1.399 acc: 0.062] 0:00:48.012731 1605 [D loss: 0.518 R 0.542 F 0.494][D acc: 0.750 R 0.703 F 0.797][G loss: 1.456 acc: 0.047] 0:00:48.086596 1606 [D loss: 0.589 R 0.561 F 0.617][D acc: 0.680 R 0.656 F 0.703][G loss: 1.231 acc: 0.141] 0:00:48.164129 1607 [D loss: 0.559 R 0.437 F 0.681][D acc: 0.727 R 0.688 F 0.766][G loss: 1.381 acc: 0.094] 0:00:48.238495 1608 [D loss: 0.503 R 0.552 F 0.455][D acc: 0.773 R 0.688 F 0.859][G loss: 1.388 acc: 0.094] 0:00:48.309491 1609 [D loss: 0.527 R 0.531 F 0.522][D acc: 0.742 R 0.656 F 0.828][G loss: 1.230 acc: 0.188] 0:00:48.379011 1610 [D loss: 0.560 R 0.598 F 0.522][D acc: 0.719 R 0.641 F 0.797][G loss: 1.385 acc: 0.047] 0:00:48.459777 1611 [D loss: 0.531 R 0.447 F 0.614][D acc: 0.695 R 0.641 F 0.750][G loss: 1.321 acc: 0.141] 0:00:48.530012 1612 [D loss: 0.594 R 0.598 F 0.590][D acc: 0.711 R 0.609 F 0.812][G loss: 1.300 acc: 0.078] 0:00:48.601445 1613 [D loss: 0.542 R 0.545 F 0.540][D acc: 0.742 R 0.688 F 0.797][G loss: 1.292 acc: 0.062] 0:00:48.683841 1614 [D loss: 0.642 R 0.652 F 0.632][D acc: 0.633 R 0.547 F 0.719][G loss: 1.283 acc: 0.062] 0:00:48.769742 1615 [D loss: 0.596 R 0.665 F 0.528][D acc: 0.695 R 0.578 F 0.812][G loss: 1.251 acc: 0.094] 0:00:48.843121 1616 [D loss: 0.539 R 0.548 F 0.530][D acc: 0.672 R 0.609 F 0.734][G loss: 1.181 acc: 0.109] 0:00:48.924065 1617 [D loss: 0.566 R 0.542 F 0.589][D acc: 0.703 R 0.688 F 0.719][G loss: 1.190 acc: 0.156] 0:00:49.000288 1618 [D loss: 0.552 R 0.560 F 0.544][D acc: 0.758 R 0.734 F 0.781][G loss: 1.351 acc: 0.062] 0:00:49.071600 1619 [D loss: 0.554 R 0.656 F 0.453][D acc: 0.734 R 0.578 F 0.891][G loss: 1.332 acc: 0.094] 0:00:49.150184 1620 [D loss: 0.596 R 0.636 F 0.555][D acc: 0.672 R 0.547 F 0.797][G loss: 1.497 acc: 0.078] 0:00:49.223717 1621 [D loss: 0.537 R 0.499 F 0.575][D acc: 0.695 R 0.656 F 0.734][G loss: 1.320 acc: 0.125] 0:00:49.301233 1622 [D loss: 0.619 R 0.639 F 0.599][D acc: 0.672 R 0.594 F 0.750][G loss: 1.481 acc: 0.047] 0:00:49.378690 1623 [D loss: 0.478 R 0.520 F 0.437][D acc: 0.812 R 0.703 F 0.922][G loss: 1.308 acc: 0.109] 0:00:49.462770 1624 [D loss: 0.539 R 0.577 F 0.501][D acc: 0.711 R 0.609 F 0.812][G loss: 1.376 acc: 0.047] 0:00:49.535187 1625 [D loss: 0.525 R 0.546 F 0.504][D acc: 0.734 R 0.672 F 0.797][G loss: 1.220 acc: 0.156] 0:00:49.609205 1626 [D loss: 0.449 R 0.338 F 0.561][D acc: 0.758 R 0.828 F 0.688][G loss: 1.584 acc: 0.078] 0:00:49.682461 1627 [D loss: 0.615 R 0.678 F 0.552][D acc: 0.656 R 0.531 F 0.781][G loss: 1.419 acc: 0.031] 0:00:49.754899 1628 [D loss: 0.519 R 0.580 F 0.459][D acc: 0.742 R 0.625 F 0.859][G loss: 1.498 acc: 0.047] 0:00:49.830692 1629 [D loss: 0.486 R 0.488 F 0.485][D acc: 0.758 R 0.734 F 0.781][G loss: 1.393 acc: 0.109] 0:00:49.905471 1630 [D loss: 0.574 R 0.582 F 0.566][D acc: 0.750 R 0.641 F 0.859][G loss: 1.454 acc: 0.125] 0:00:49.982102 1631 [D loss: 0.499 R 0.570 F 0.427][D acc: 0.805 R 0.703 F 0.906][G loss: 1.338 acc: 0.125] 0:00:50.058754 1632 [D loss: 0.578 R 0.551 F 0.605][D acc: 0.695 R 0.625 F 0.766][G loss: 1.608 acc: 0.078] 0:00:50.131735 1633 [D loss: 0.589 R 0.614 F 0.565][D acc: 0.680 R 0.609 F 0.750][G loss: 1.489 acc: 0.047] 0:00:50.202181 1634 [D loss: 0.510 R 0.546 F 0.473][D acc: 0.742 R 0.625 F 0.859][G loss: 1.404 acc: 0.078] 0:00:50.279648 1635 [D loss: 0.585 R 0.572 F 0.598][D acc: 0.703 R 0.656 F 0.750][G loss: 1.404 acc: 0.094] 0:00:50.353575 1636 [D loss: 0.545 R 0.574 F 0.516][D acc: 0.750 R 0.656 F 0.844][G loss: 1.379 acc: 0.125] 0:00:50.425107 1637 [D loss: 0.476 R 0.502 F 0.451][D acc: 0.773 R 0.656 F 0.891][G loss: 1.423 acc: 0.125] 0:00:50.506677 1638 [D loss: 0.561 R 0.552 F 0.569][D acc: 0.719 R 0.734 F 0.703][G loss: 1.496 acc: 0.016] 0:00:50.579713 1639 [D loss: 0.511 R 0.501 F 0.522][D acc: 0.711 R 0.656 F 0.766][G loss: 1.403 acc: 0.094] 0:00:50.659329 1640 [D loss: 0.486 R 0.455 F 0.518][D acc: 0.766 R 0.703 F 0.828][G loss: 1.534 acc: 0.078] 0:00:50.740605 1641 [D loss: 0.463 R 0.535 F 0.391][D acc: 0.797 R 0.703 F 0.891][G loss: 1.456 acc: 0.094] 0:00:50.815080 1642 [D loss: 0.510 R 0.530 F 0.489][D acc: 0.758 R 0.688 F 0.828][G loss: 1.406 acc: 0.141] 0:00:50.887662 1643 [D loss: 0.501 R 0.471 F 0.532][D acc: 0.711 R 0.656 F 0.766][G loss: 1.412 acc: 0.094] 0:00:50.962533 1644 [D loss: 0.536 R 0.552 F 0.521][D acc: 0.719 R 0.672 F 0.766][G loss: 1.583 acc: 0.156] 0:00:51.035177 1645 [D loss: 0.578 R 0.542 F 0.613][D acc: 0.672 R 0.641 F 0.703][G loss: 1.471 acc: 0.062] 0:00:51.107251 1646 [D loss: 0.535 R 0.538 F 0.532][D acc: 0.742 R 0.672 F 0.812][G loss: 1.523 acc: 0.062] 0:00:51.182649 1647 [D loss: 0.600 R 0.762 F 0.437][D acc: 0.742 R 0.562 F 0.922][G loss: 1.340 acc: 0.109] 0:00:51.266583 1648 [D loss: 0.442 R 0.349 F 0.534][D acc: 0.797 R 0.797 F 0.797][G loss: 1.409 acc: 0.141] 0:00:51.338295 1649 [D loss: 0.460 R 0.413 F 0.508][D acc: 0.797 R 0.734 F 0.859][G loss: 1.562 acc: 0.094] 0:00:51.412662 1650 [D loss: 0.599 R 0.613 F 0.586][D acc: 0.688 R 0.641 F 0.734][G loss: 1.395 acc: 0.125] 0:00:51.504765 1651 [D loss: 0.562 R 0.566 F 0.558][D acc: 0.734 R 0.688 F 0.781][G loss: 1.374 acc: 0.109] 0:00:51.577885 1652 [D loss: 0.495 R 0.534 F 0.455][D acc: 0.789 R 0.719 F 0.859][G loss: 1.364 acc: 0.125] 0:00:51.656021 1653 [D loss: 0.647 R 0.655 F 0.640][D acc: 0.633 R 0.562 F 0.703][G loss: 1.410 acc: 0.094] 0:00:51.729468 1654 [D loss: 0.560 R 0.553 F 0.567][D acc: 0.703 R 0.625 F 0.781][G loss: 1.476 acc: 0.047] 0:00:51.801876 1655 [D loss: 0.512 R 0.520 F 0.504][D acc: 0.695 R 0.656 F 0.734][G loss: 1.465 acc: 0.047] 0:00:51.877564 1656 [D loss: 0.486 R 0.487 F 0.486][D acc: 0.805 R 0.703 F 0.906][G loss: 1.408 acc: 0.078] 0:00:51.954326 1657 [D loss: 0.535 R 0.469 F 0.600][D acc: 0.719 R 0.703 F 0.734][G loss: 1.196 acc: 0.188] 0:00:52.031278 1658 [D loss: 0.556 R 0.559 F 0.554][D acc: 0.711 R 0.641 F 0.781][G loss: 1.420 acc: 0.094] 0:00:52.109278 1659 [D loss: 0.538 R 0.613 F 0.463][D acc: 0.719 R 0.641 F 0.797][G loss: 1.320 acc: 0.125] 0:00:52.182526 1660 [D loss: 0.476 R 0.390 F 0.562][D acc: 0.789 R 0.781 F 0.797][G loss: 1.428 acc: 0.094] 0:00:52.271114 1661 [D loss: 0.590 R 0.503 F 0.677][D acc: 0.703 R 0.641 F 0.766][G loss: 1.547 acc: 0.062] 0:00:52.347191 1662 [D loss: 0.498 R 0.633 F 0.364][D acc: 0.766 R 0.609 F 0.922][G loss: 1.450 acc: 0.188] 0:00:52.418228 1663 [D loss: 0.558 R 0.585 F 0.531][D acc: 0.711 R 0.609 F 0.812][G loss: 1.353 acc: 0.094] 0:00:52.505953 1664 [D loss: 0.493 R 0.466 F 0.519][D acc: 0.758 R 0.719 F 0.797][G loss: 1.489 acc: 0.078] 0:00:52.582150 1665 [D loss: 0.543 R 0.560 F 0.525][D acc: 0.742 R 0.672 F 0.812][G loss: 1.350 acc: 0.156] 0:00:52.660862 1666 [D loss: 0.522 R 0.455 F 0.590][D acc: 0.758 R 0.734 F 0.781][G loss: 1.408 acc: 0.078] 0:00:52.739822 1667 [D loss: 0.535 R 0.456 F 0.613][D acc: 0.703 R 0.719 F 0.688][G loss: 1.270 acc: 0.188] 0:00:52.823052 1668 [D loss: 0.548 R 0.624 F 0.472][D acc: 0.719 R 0.641 F 0.797][G loss: 1.274 acc: 0.172] 0:00:52.900145 1669 [D loss: 0.639 R 0.626 F 0.651][D acc: 0.664 R 0.578 F 0.750][G loss: 1.418 acc: 0.062] 0:00:52.979544 1670 [D loss: 0.567 R 0.635 F 0.500][D acc: 0.719 R 0.625 F 0.812][G loss: 1.299 acc: 0.125] 0:00:53.055273 1671 [D loss: 0.557 R 0.598 F 0.516][D acc: 0.703 R 0.609 F 0.797][G loss: 1.239 acc: 0.141] 0:00:53.127958 1672 [D loss: 0.542 R 0.582 F 0.502][D acc: 0.703 R 0.578 F 0.828][G loss: 1.359 acc: 0.125] 0:00:53.205516 1673 [D loss: 0.525 R 0.501 F 0.549][D acc: 0.742 R 0.703 F 0.781][G loss: 1.419 acc: 0.125] 0:00:53.296376 1674 [D loss: 0.545 R 0.510 F 0.581][D acc: 0.766 R 0.703 F 0.828][G loss: 1.334 acc: 0.094] 0:00:53.386221 1675 [D loss: 0.487 R 0.478 F 0.496][D acc: 0.758 R 0.688 F 0.828][G loss: 1.428 acc: 0.125] 0:00:53.486220 1676 [D loss: 0.484 R 0.402 F 0.567][D acc: 0.758 R 0.766 F 0.750][G loss: 1.526 acc: 0.031] 0:00:53.561964 1677 [D loss: 0.493 R 0.539 F 0.447][D acc: 0.758 R 0.656 F 0.859][G loss: 1.532 acc: 0.031] 0:00:53.633796 1678 [D loss: 0.601 R 0.613 F 0.588][D acc: 0.633 R 0.562 F 0.703][G loss: 1.588 acc: 0.078] 0:00:53.721182 1679 [D loss: 0.506 R 0.627 F 0.386][D acc: 0.766 R 0.609 F 0.922][G loss: 1.443 acc: 0.094] 0:00:53.797260 1680 [D loss: 0.573 R 0.624 F 0.523][D acc: 0.758 R 0.688 F 0.828][G loss: 1.229 acc: 0.219] 0:00:53.871971 1681 [D loss: 0.477 R 0.433 F 0.520][D acc: 0.750 R 0.734 F 0.766][G loss: 1.419 acc: 0.156] 0:00:53.945670 1682 [D loss: 0.596 R 0.641 F 0.551][D acc: 0.656 R 0.609 F 0.703][G loss: 1.417 acc: 0.031] 0:00:54.025777 1683 [D loss: 0.583 R 0.560 F 0.607][D acc: 0.688 R 0.625 F 0.750][G loss: 1.344 acc: 0.109] 0:00:54.098482 1684 [D loss: 0.504 R 0.503 F 0.505][D acc: 0.766 R 0.734 F 0.797][G loss: 1.375 acc: 0.188] 0:00:54.172318 1685 [D loss: 0.584 R 0.683 F 0.485][D acc: 0.656 R 0.562 F 0.750][G loss: 1.255 acc: 0.141] 0:00:54.255703 1686 [D loss: 0.531 R 0.462 F 0.600][D acc: 0.750 R 0.734 F 0.766][G loss: 1.396 acc: 0.109] 0:00:54.329331 1687 [D loss: 0.518 R 0.526 F 0.510][D acc: 0.750 R 0.703 F 0.797][G loss: 1.272 acc: 0.141] 0:00:54.402676 1688 [D loss: 0.597 R 0.480 F 0.715][D acc: 0.742 R 0.734 F 0.750][G loss: 1.379 acc: 0.125] 0:00:54.482392 1689 [D loss: 0.529 R 0.607 F 0.451][D acc: 0.734 R 0.656 F 0.812][G loss: 1.436 acc: 0.188] 0:00:54.555259 1690 [D loss: 0.479 R 0.515 F 0.442][D acc: 0.773 R 0.641 F 0.906][G loss: 1.488 acc: 0.047] 0:00:54.626247 1691 [D loss: 0.551 R 0.464 F 0.638][D acc: 0.703 R 0.734 F 0.672][G loss: 1.313 acc: 0.109] 0:00:54.717645 1692 [D loss: 0.474 R 0.455 F 0.494][D acc: 0.773 R 0.766 F 0.781][G loss: 1.419 acc: 0.156] 0:00:54.810118 1693 [D loss: 0.491 R 0.605 F 0.378][D acc: 0.750 R 0.609 F 0.891][G loss: 1.398 acc: 0.125] 0:00:54.884331 1694 [D loss: 0.559 R 0.548 F 0.569][D acc: 0.750 R 0.703 F 0.797][G loss: 1.424 acc: 0.078] 0:00:54.979758 1695 [D loss: 0.558 R 0.559 F 0.557][D acc: 0.703 R 0.656 F 0.750][G loss: 1.372 acc: 0.141] 0:00:55.052331 1696 [D loss: 0.498 R 0.534 F 0.462][D acc: 0.773 R 0.719 F 0.828][G loss: 1.455 acc: 0.141] 0:00:55.124856 1697 [D loss: 0.552 R 0.542 F 0.561][D acc: 0.688 R 0.578 F 0.797][G loss: 1.167 acc: 0.172] 0:00:55.204530 1698 [D loss: 0.490 R 0.439 F 0.541][D acc: 0.758 R 0.781 F 0.734][G loss: 1.195 acc: 0.188] 0:00:55.276766 1699 [D loss: 0.518 R 0.490 F 0.547][D acc: 0.773 R 0.750 F 0.797][G loss: 1.335 acc: 0.141] 0:00:55.354529 1700 [D loss: 0.578 R 0.552 F 0.605][D acc: 0.758 R 0.672 F 0.844][G loss: 1.322 acc: 0.125] 0:00:55.430613 1701 [D loss: 0.597 R 0.530 F 0.663][D acc: 0.703 R 0.703 F 0.703][G loss: 1.311 acc: 0.125] 0:00:55.514564 1702 [D loss: 0.554 R 0.616 F 0.493][D acc: 0.695 R 0.609 F 0.781][G loss: 1.305 acc: 0.156] 0:00:55.586802 1703 [D loss: 0.551 R 0.560 F 0.542][D acc: 0.727 R 0.625 F 0.828][G loss: 1.417 acc: 0.141] 0:00:55.664049 1704 [D loss: 0.569 R 0.542 F 0.597][D acc: 0.742 R 0.656 F 0.828][G loss: 1.319 acc: 0.109] 0:00:55.757265 1705 [D loss: 0.604 R 0.662 F 0.545][D acc: 0.703 R 0.625 F 0.781][G loss: 1.251 acc: 0.125] 0:00:55.832312 1706 [D loss: 0.577 R 0.623 F 0.531][D acc: 0.727 R 0.625 F 0.828][G loss: 1.315 acc: 0.078] 0:00:55.909226 1707 [D loss: 0.525 R 0.523 F 0.526][D acc: 0.695 R 0.656 F 0.734][G loss: 1.404 acc: 0.047] 0:00:55.983332 1708 [D loss: 0.539 R 0.608 F 0.470][D acc: 0.781 R 0.672 F 0.891][G loss: 1.298 acc: 0.109] 0:00:56.066566 1709 [D loss: 0.580 R 0.555 F 0.605][D acc: 0.719 R 0.656 F 0.781][G loss: 1.250 acc: 0.125] 0:00:56.164514 1710 [D loss: 0.528 R 0.541 F 0.515][D acc: 0.711 R 0.688 F 0.734][G loss: 1.223 acc: 0.141] 0:00:56.249279 1711 [D loss: 0.501 R 0.518 F 0.484][D acc: 0.719 R 0.656 F 0.781][G loss: 1.309 acc: 0.047] 0:00:56.327105 1712 [D loss: 0.531 R 0.492 F 0.570][D acc: 0.672 R 0.672 F 0.672][G loss: 1.333 acc: 0.094] 0:00:56.410147 1713 [D loss: 0.619 R 0.532 F 0.706][D acc: 0.719 R 0.703 F 0.734][G loss: 1.377 acc: 0.125] 0:00:56.506913 1714 [D loss: 0.476 R 0.501 F 0.451][D acc: 0.750 R 0.719 F 0.781][G loss: 1.381 acc: 0.094] 0:00:56.589982 1715 [D loss: 0.511 R 0.485 F 0.538][D acc: 0.727 R 0.734 F 0.719][G loss: 1.429 acc: 0.062] 0:00:56.675589 1716 [D loss: 0.674 R 0.648 F 0.701][D acc: 0.633 R 0.578 F 0.688][G loss: 1.603 acc: 0.109] 0:00:56.750771 1717 [D loss: 0.581 R 0.682 F 0.480][D acc: 0.711 R 0.562 F 0.859][G loss: 1.342 acc: 0.094] 0:00:56.828945 1718 [D loss: 0.522 R 0.578 F 0.466][D acc: 0.742 R 0.672 F 0.812][G loss: 1.351 acc: 0.078] 0:00:56.903714 1719 [D loss: 0.523 R 0.536 F 0.510][D acc: 0.758 R 0.672 F 0.844][G loss: 1.270 acc: 0.156] 0:00:56.978898 1720 [D loss: 0.611 R 0.572 F 0.650][D acc: 0.664 R 0.641 F 0.688][G loss: 1.328 acc: 0.094] 0:00:57.051516 1721 [D loss: 0.583 R 0.683 F 0.483][D acc: 0.703 R 0.578 F 0.828][G loss: 1.393 acc: 0.031] 0:00:57.126212 1722 [D loss: 0.567 R 0.506 F 0.627][D acc: 0.688 R 0.672 F 0.703][G loss: 1.393 acc: 0.016] 0:00:57.199634 1723 [D loss: 0.540 R 0.566 F 0.514][D acc: 0.703 R 0.609 F 0.797][G loss: 1.333 acc: 0.172] 0:00:57.273001 1724 [D loss: 0.528 R 0.487 F 0.570][D acc: 0.789 R 0.750 F 0.828][G loss: 1.409 acc: 0.047] 0:00:57.349881 1725 [D loss: 0.595 R 0.660 F 0.531][D acc: 0.711 R 0.594 F 0.828][G loss: 1.236 acc: 0.141] 0:00:57.426097 1726 [D loss: 0.565 R 0.633 F 0.498][D acc: 0.773 R 0.703 F 0.844][G loss: 1.371 acc: 0.172] 0:00:57.500544 1727 [D loss: 0.531 R 0.557 F 0.505][D acc: 0.742 R 0.672 F 0.812][G loss: 1.342 acc: 0.078] 0:00:57.583189 1728 [D loss: 0.522 R 0.578 F 0.465][D acc: 0.734 R 0.594 F 0.875][G loss: 1.278 acc: 0.109] 0:00:57.657125 1729 [D loss: 0.601 R 0.613 F 0.589][D acc: 0.664 R 0.516 F 0.812][G loss: 1.237 acc: 0.094] 0:00:57.737290 1730 [D loss: 0.592 R 0.655 F 0.528][D acc: 0.719 R 0.625 F 0.812][G loss: 1.241 acc: 0.156] 0:00:57.813567 1731 [D loss: 0.520 R 0.464 F 0.576][D acc: 0.742 R 0.703 F 0.781][G loss: 1.238 acc: 0.078] 0:00:57.886936 1732 [D loss: 0.475 R 0.449 F 0.501][D acc: 0.750 R 0.734 F 0.766][G loss: 1.376 acc: 0.062] 0:00:57.958398 1733 [D loss: 0.462 R 0.477 F 0.447][D acc: 0.758 R 0.688 F 0.828][G loss: 1.441 acc: 0.078] 0:00:58.034056 1734 [D loss: 0.656 R 0.475 F 0.836][D acc: 0.719 R 0.703 F 0.734][G loss: 1.363 acc: 0.047] 0:00:58.125695 1735 [D loss: 0.535 R 0.548 F 0.522][D acc: 0.766 R 0.703 F 0.828][G loss: 1.295 acc: 0.188] 0:00:58.202797 1736 [D loss: 0.608 R 0.578 F 0.638][D acc: 0.680 R 0.641 F 0.719][G loss: 1.231 acc: 0.188] 0:00:58.287343 1737 [D loss: 0.527 R 0.517 F 0.536][D acc: 0.758 R 0.766 F 0.750][G loss: 1.314 acc: 0.078] 0:00:58.362869 1738 [D loss: 0.526 R 0.513 F 0.538][D acc: 0.711 R 0.656 F 0.766][G loss: 1.261 acc: 0.125] 0:00:58.437785 1739 [D loss: 0.569 R 0.549 F 0.588][D acc: 0.758 R 0.719 F 0.797][G loss: 1.370 acc: 0.109] 0:00:58.517989 1740 [D loss: 0.523 R 0.525 F 0.521][D acc: 0.711 R 0.703 F 0.719][G loss: 1.407 acc: 0.062] 0:00:58.593995 1741 [D loss: 0.620 R 0.743 F 0.497][D acc: 0.680 R 0.531 F 0.828][G loss: 1.259 acc: 0.172] 0:00:58.664224 1742 [D loss: 0.479 R 0.410 F 0.548][D acc: 0.742 R 0.797 F 0.688][G loss: 1.295 acc: 0.156] 0:00:58.744116 1743 [D loss: 0.508 R 0.466 F 0.550][D acc: 0.750 R 0.719 F 0.781][G loss: 1.579 acc: 0.109] 0:00:58.824830 1744 [D loss: 0.467 R 0.466 F 0.468][D acc: 0.766 R 0.703 F 0.828][G loss: 1.506 acc: 0.016] 0:00:58.900268 1745 [D loss: 0.584 R 0.662 F 0.506][D acc: 0.727 R 0.609 F 0.844][G loss: 1.351 acc: 0.156] 0:00:58.984560 1746 [D loss: 0.623 R 0.619 F 0.627][D acc: 0.727 R 0.656 F 0.797][G loss: 1.399 acc: 0.047] 0:00:59.062032 1747 [D loss: 0.675 R 0.702 F 0.649][D acc: 0.609 R 0.516 F 0.703][G loss: 1.170 acc: 0.172] 0:00:59.142205 1748 [D loss: 0.576 R 0.553 F 0.599][D acc: 0.672 R 0.656 F 0.688][G loss: 1.250 acc: 0.109] 0:00:59.229902 1749 [D loss: 0.526 R 0.573 F 0.478][D acc: 0.773 R 0.672 F 0.875][G loss: 1.259 acc: 0.125] 0:00:59.306713 1750 [D loss: 0.586 R 0.563 F 0.609][D acc: 0.719 R 0.656 F 0.781][G loss: 1.197 acc: 0.172] 0:00:59.378864 1751 [D loss: 0.475 R 0.494 F 0.455][D acc: 0.750 R 0.656 F 0.844][G loss: 1.282 acc: 0.078] 0:00:59.455660 1752 [D loss: 0.506 R 0.517 F 0.495][D acc: 0.727 R 0.672 F 0.781][G loss: 1.469 acc: 0.141] 0:00:59.532755 1753 [D loss: 0.589 R 0.582 F 0.596][D acc: 0.703 R 0.672 F 0.734][G loss: 1.377 acc: 0.078] 0:00:59.607705 1754 [D loss: 0.476 R 0.470 F 0.483][D acc: 0.773 R 0.719 F 0.828][G loss: 1.531 acc: 0.125] 0:00:59.685864 1755 [D loss: 0.669 R 0.614 F 0.724][D acc: 0.602 R 0.594 F 0.609][G loss: 1.498 acc: 0.094] 0:00:59.763466 1756 [D loss: 0.619 R 0.687 F 0.551][D acc: 0.641 R 0.516 F 0.766][G loss: 1.331 acc: 0.062] 0:00:59.840343 1757 [D loss: 0.565 R 0.566 F 0.564][D acc: 0.688 R 0.641 F 0.734][G loss: 1.206 acc: 0.094] 0:00:59.917106 1758 [D loss: 0.591 R 0.627 F 0.555][D acc: 0.695 R 0.641 F 0.750][G loss: 1.251 acc: 0.141] 0:00:59.989952 1759 [D loss: 0.547 R 0.585 F 0.509][D acc: 0.695 R 0.578 F 0.812][G loss: 1.317 acc: 0.062] 0:01:00.060737 1760 [D loss: 0.507 R 0.480 F 0.535][D acc: 0.742 R 0.688 F 0.797][G loss: 1.380 acc: 0.125] 0:01:00.142368 1761 [D loss: 0.515 R 0.450 F 0.579][D acc: 0.758 R 0.781 F 0.734][G loss: 1.534 acc: 0.078] 0:01:00.214420 1762 [D loss: 0.523 R 0.603 F 0.443][D acc: 0.758 R 0.641 F 0.875][G loss: 1.275 acc: 0.094] 0:01:00.285167 1763 [D loss: 0.570 R 0.547 F 0.592][D acc: 0.688 R 0.688 F 0.688][G loss: 1.339 acc: 0.062] 0:01:00.366078 1764 [D loss: 0.537 R 0.564 F 0.510][D acc: 0.719 R 0.625 F 0.812][G loss: 1.311 acc: 0.125] 0:01:00.438590 1765 [D loss: 0.618 R 0.660 F 0.576][D acc: 0.695 R 0.609 F 0.781][G loss: 1.241 acc: 0.141] 0:01:00.509681 1766 [D loss: 0.516 R 0.515 F 0.517][D acc: 0.719 R 0.688 F 0.750][G loss: 1.386 acc: 0.094] 0:01:00.589131 1767 [D loss: 0.495 R 0.535 F 0.455][D acc: 0.750 R 0.656 F 0.844][G loss: 1.314 acc: 0.078] 0:01:00.664480 1768 [D loss: 0.459 R 0.472 F 0.446][D acc: 0.797 R 0.734 F 0.859][G loss: 1.380 acc: 0.094] 0:01:00.737861 1769 [D loss: 0.536 R 0.430 F 0.643][D acc: 0.750 R 0.734 F 0.766][G loss: 1.363 acc: 0.078] 0:01:00.824137 1770 [D loss: 0.541 R 0.646 F 0.436][D acc: 0.711 R 0.594 F 0.828][G loss: 1.426 acc: 0.078] 0:01:00.902123 1771 [D loss: 0.516 R 0.581 F 0.451][D acc: 0.758 R 0.625 F 0.891][G loss: 1.457 acc: 0.109] 0:01:00.977017 1772 [D loss: 0.502 R 0.471 F 0.534][D acc: 0.750 R 0.719 F 0.781][G loss: 1.220 acc: 0.109] 0:01:01.051297 1773 [D loss: 0.633 R 0.529 F 0.737][D acc: 0.727 R 0.750 F 0.703][G loss: 1.304 acc: 0.109] 0:01:01.121876 1774 [D loss: 0.518 R 0.535 F 0.501][D acc: 0.766 R 0.656 F 0.875][G loss: 1.280 acc: 0.141] 0:01:01.197610 1775 [D loss: 0.470 R 0.503 F 0.437][D acc: 0.742 R 0.672 F 0.812][G loss: 1.459 acc: 0.031] 0:01:01.273853 1776 [D loss: 0.512 R 0.484 F 0.541][D acc: 0.773 R 0.734 F 0.812][G loss: 1.462 acc: 0.109] 0:01:01.345276 1777 [D loss: 0.522 R 0.508 F 0.535][D acc: 0.719 R 0.688 F 0.750][G loss: 1.388 acc: 0.094] 0:01:01.414892 1778 [D loss: 0.586 R 0.610 F 0.562][D acc: 0.680 R 0.641 F 0.719][G loss: 1.517 acc: 0.078] 0:01:01.495768 1779 [D loss: 0.405 R 0.436 F 0.373][D acc: 0.859 R 0.812 F 0.906][G loss: 1.432 acc: 0.125] 0:01:01.568983 1780 [D loss: 0.503 R 0.452 F 0.554][D acc: 0.758 R 0.719 F 0.797][G loss: 1.741 acc: 0.047] 0:01:01.643819 1781 [D loss: 0.523 R 0.582 F 0.464][D acc: 0.727 R 0.609 F 0.844][G loss: 1.605 acc: 0.125] 0:01:01.722977 1782 [D loss: 0.504 R 0.515 F 0.492][D acc: 0.773 R 0.719 F 0.828][G loss: 1.418 acc: 0.141] 0:01:01.797786 1783 [D loss: 0.519 R 0.464 F 0.574][D acc: 0.719 R 0.688 F 0.750][G loss: 1.497 acc: 0.062] 0:01:01.889557 1784 [D loss: 0.637 R 0.667 F 0.606][D acc: 0.625 R 0.562 F 0.688][G loss: 1.493 acc: 0.078] 0:01:01.980930 1785 [D loss: 0.519 R 0.568 F 0.470][D acc: 0.758 R 0.656 F 0.859][G loss: 1.436 acc: 0.031] 0:01:02.058298 1786 [D loss: 0.576 R 0.581 F 0.570][D acc: 0.719 R 0.703 F 0.734][G loss: 1.423 acc: 0.031] 0:01:02.131254 1787 [D loss: 0.593 R 0.602 F 0.584][D acc: 0.680 R 0.594 F 0.766][G loss: 1.419 acc: 0.094] 0:01:02.219015 1788 [D loss: 0.592 R 0.574 F 0.610][D acc: 0.688 R 0.594 F 0.781][G loss: 1.418 acc: 0.156] 0:01:02.313944 1789 [D loss: 0.512 R 0.527 F 0.496][D acc: 0.766 R 0.688 F 0.844][G loss: 1.474 acc: 0.125] 0:01:02.392931 1790 [D loss: 0.487 R 0.509 F 0.465][D acc: 0.773 R 0.703 F 0.844][G loss: 1.540 acc: 0.062] 0:01:02.472050 1791 [D loss: 0.529 R 0.556 F 0.503][D acc: 0.703 R 0.641 F 0.766][G loss: 1.373 acc: 0.109] 0:01:02.551853 1792 [D loss: 0.490 R 0.532 F 0.447][D acc: 0.742 R 0.641 F 0.844][G loss: 1.482 acc: 0.109] 0:01:02.629363 1793 [D loss: 0.567 R 0.664 F 0.470][D acc: 0.711 R 0.609 F 0.812][G loss: 1.284 acc: 0.094] 0:01:02.708543 1794 [D loss: 0.545 R 0.546 F 0.544][D acc: 0.688 R 0.672 F 0.703][G loss: 1.482 acc: 0.094] 0:01:02.782480 1795 [D loss: 0.501 R 0.508 F 0.494][D acc: 0.766 R 0.719 F 0.812][G loss: 1.331 acc: 0.188] 0:01:02.861570 1796 [D loss: 0.576 R 0.603 F 0.549][D acc: 0.695 R 0.594 F 0.797][G loss: 1.371 acc: 0.062] 0:01:02.938848 1797 [D loss: 0.532 R 0.517 F 0.546][D acc: 0.734 R 0.688 F 0.781][G loss: 1.406 acc: 0.047] 0:01:03.012668 1798 [D loss: 0.478 R 0.516 F 0.439][D acc: 0.773 R 0.672 F 0.875][G loss: 1.494 acc: 0.141] 0:01:03.084278 1799 [D loss: 0.601 R 0.645 F 0.557][D acc: 0.695 R 0.625 F 0.766][G loss: 1.260 acc: 0.188] 0:01:03.159760 1800 [D loss: 0.574 R 0.495 F 0.653][D acc: 0.719 R 0.672 F 0.766][G loss: 1.403 acc: 0.016] 0:01:03.235445 1801 [D loss: 0.480 R 0.531 F 0.429][D acc: 0.820 R 0.750 F 0.891][G loss: 1.426 acc: 0.094] 0:01:03.311557 1802 [D loss: 0.466 R 0.448 F 0.485][D acc: 0.758 R 0.688 F 0.828][G loss: 1.421 acc: 0.141] 0:01:03.387292 1803 [D loss: 0.511 R 0.512 F 0.510][D acc: 0.727 R 0.719 F 0.734][G loss: 1.357 acc: 0.062] 0:01:03.463565 1804 [D loss: 0.500 R 0.523 F 0.478][D acc: 0.758 R 0.703 F 0.812][G loss: 1.452 acc: 0.109] 0:01:03.544108 1805 [D loss: 0.532 R 0.548 F 0.516][D acc: 0.688 R 0.625 F 0.750][G loss: 1.378 acc: 0.141] 0:01:03.626552 1806 [D loss: 0.511 R 0.541 F 0.481][D acc: 0.797 R 0.688 F 0.906][G loss: 1.499 acc: 0.062] 0:01:03.705043 1807 [D loss: 0.530 R 0.554 F 0.506][D acc: 0.773 R 0.719 F 0.828][G loss: 1.279 acc: 0.047] 0:01:03.797324 1808 [D loss: 0.545 R 0.430 F 0.660][D acc: 0.703 R 0.719 F 0.688][G loss: 1.448 acc: 0.062] 0:01:03.874966 1809 [D loss: 0.471 R 0.515 F 0.428][D acc: 0.781 R 0.703 F 0.859][G loss: 1.525 acc: 0.062] 0:01:03.950317 1810 [D loss: 0.515 R 0.492 F 0.539][D acc: 0.773 R 0.750 F 0.797][G loss: 1.339 acc: 0.156] 0:01:04.022910 1811 [D loss: 0.512 R 0.572 F 0.452][D acc: 0.758 R 0.703 F 0.812][G loss: 1.577 acc: 0.125] 0:01:04.097230 1812 [D loss: 0.538 R 0.464 F 0.612][D acc: 0.750 R 0.719 F 0.781][G loss: 1.394 acc: 0.078] 0:01:04.171519 1813 [D loss: 0.526 R 0.604 F 0.447][D acc: 0.734 R 0.641 F 0.828][G loss: 1.423 acc: 0.094] 0:01:04.252928 1814 [D loss: 0.537 R 0.500 F 0.573][D acc: 0.719 R 0.703 F 0.734][G loss: 1.387 acc: 0.125] 0:01:04.325591 1815 [D loss: 0.486 R 0.463 F 0.510][D acc: 0.781 R 0.750 F 0.812][G loss: 1.538 acc: 0.094] 0:01:04.396654 1816 [D loss: 0.548 R 0.560 F 0.535][D acc: 0.641 R 0.547 F 0.734][G loss: 1.351 acc: 0.094] 0:01:04.474855 1817 [D loss: 0.544 R 0.479 F 0.609][D acc: 0.695 R 0.641 F 0.750][G loss: 1.370 acc: 0.094] 0:01:04.552055 1818 [D loss: 0.541 R 0.636 F 0.447][D acc: 0.742 R 0.594 F 0.891][G loss: 1.429 acc: 0.109] 0:01:04.629588 1819 [D loss: 0.547 R 0.602 F 0.492][D acc: 0.680 R 0.578 F 0.781][G loss: 1.358 acc: 0.125] 0:01:04.726120 1820 [D loss: 0.529 R 0.614 F 0.445][D acc: 0.727 R 0.594 F 0.859][G loss: 1.442 acc: 0.062] 0:01:04.813990 1821 [D loss: 0.474 R 0.427 F 0.522][D acc: 0.773 R 0.734 F 0.812][G loss: 1.393 acc: 0.047] 0:01:04.894444 1822 [D loss: 0.561 R 0.552 F 0.570][D acc: 0.711 R 0.641 F 0.781][G loss: 1.307 acc: 0.156] 0:01:04.980358 1823 [D loss: 0.462 R 0.492 F 0.432][D acc: 0.734 R 0.656 F 0.812][G loss: 1.316 acc: 0.188] 0:01:05.056482 1824 [D loss: 0.478 R 0.467 F 0.488][D acc: 0.773 R 0.703 F 0.844][G loss: 1.565 acc: 0.078] 0:01:05.129833 1825 [D loss: 0.575 R 0.527 F 0.623][D acc: 0.727 R 0.672 F 0.781][G loss: 1.460 acc: 0.078] 0:01:05.217801 1826 [D loss: 0.636 R 0.562 F 0.710][D acc: 0.641 R 0.641 F 0.641][G loss: 1.344 acc: 0.094] 0:01:05.305347 1827 [D loss: 0.500 R 0.589 F 0.412][D acc: 0.750 R 0.594 F 0.906][G loss: 1.430 acc: 0.094] 0:01:05.380544 1828 [D loss: 0.508 R 0.543 F 0.473][D acc: 0.758 R 0.703 F 0.812][G loss: 1.432 acc: 0.109] 0:01:05.453399 1829 [D loss: 0.486 R 0.472 F 0.500][D acc: 0.789 R 0.781 F 0.797][G loss: 1.443 acc: 0.094] 0:01:05.530647 1830 [D loss: 0.645 R 0.812 F 0.477][D acc: 0.680 R 0.531 F 0.828][G loss: 1.370 acc: 0.156] 0:01:05.610664 1831 [D loss: 0.604 R 0.615 F 0.593][D acc: 0.664 R 0.594 F 0.734][G loss: 1.189 acc: 0.234] 0:01:05.692098 1832 [D loss: 0.521 R 0.462 F 0.581][D acc: 0.758 R 0.688 F 0.828][G loss: 1.354 acc: 0.109] 0:01:05.768110 1833 [D loss: 0.532 R 0.483 F 0.581][D acc: 0.734 R 0.719 F 0.750][G loss: 1.532 acc: 0.078] 0:01:05.841907 1834 [D loss: 0.643 R 0.709 F 0.577][D acc: 0.648 R 0.516 F 0.781][G loss: 1.312 acc: 0.109] 0:01:05.919699 1835 [D loss: 0.633 R 0.768 F 0.498][D acc: 0.609 R 0.375 F 0.844][G loss: 1.308 acc: 0.031] 0:01:06.002462 1836 [D loss: 0.652 R 0.693 F 0.611][D acc: 0.656 R 0.578 F 0.734][G loss: 1.152 acc: 0.156] 0:01:06.081150 1837 [D loss: 0.533 R 0.550 F 0.517][D acc: 0.750 R 0.656 F 0.844][G loss: 1.339 acc: 0.062] 0:01:06.156667 1838 [D loss: 0.543 R 0.607 F 0.479][D acc: 0.727 R 0.594 F 0.859][G loss: 1.256 acc: 0.078] 0:01:06.229364 1839 [D loss: 0.607 R 0.648 F 0.566][D acc: 0.695 R 0.625 F 0.766][G loss: 1.384 acc: 0.078] 0:01:06.313835 1840 [D loss: 0.548 R 0.488 F 0.607][D acc: 0.742 R 0.719 F 0.766][G loss: 1.485 acc: 0.047] 0:01:06.385102 1841 [D loss: 0.518 R 0.556 F 0.481][D acc: 0.750 R 0.641 F 0.859][G loss: 1.273 acc: 0.047] 0:01:06.462046 1842 [D loss: 0.452 R 0.412 F 0.493][D acc: 0.805 R 0.766 F 0.844][G loss: 1.228 acc: 0.125] 0:01:06.532767 1843 [D loss: 0.698 R 0.698 F 0.699][D acc: 0.602 R 0.562 F 0.641][G loss: 1.221 acc: 0.141] 0:01:06.608549 1844 [D loss: 0.635 R 0.736 F 0.533][D acc: 0.656 R 0.531 F 0.781][G loss: 1.306 acc: 0.109] 0:01:06.708189 1845 [D loss: 0.543 R 0.486 F 0.601][D acc: 0.719 R 0.719 F 0.719][G loss: 1.258 acc: 0.109] 0:01:06.780329 1846 [D loss: 0.535 R 0.529 F 0.542][D acc: 0.703 R 0.625 F 0.781][G loss: 1.387 acc: 0.047] 0:01:06.861799 1847 [D loss: 0.634 R 0.586 F 0.682][D acc: 0.688 R 0.625 F 0.750][G loss: 1.295 acc: 0.031] 0:01:06.947891 1848 [D loss: 0.534 R 0.608 F 0.460][D acc: 0.719 R 0.562 F 0.875][G loss: 1.217 acc: 0.078] 0:01:07.028554 1849 [D loss: 0.564 R 0.564 F 0.564][D acc: 0.711 R 0.688 F 0.734][G loss: 1.191 acc: 0.156] 0:01:07.107526 1850 [D loss: 0.551 R 0.505 F 0.597][D acc: 0.703 R 0.688 F 0.719][G loss: 1.307 acc: 0.047] 0:01:07.188689 1851 [D loss: 0.551 R 0.620 F 0.481][D acc: 0.688 R 0.562 F 0.812][G loss: 1.249 acc: 0.094] 0:01:07.265788 1852 [D loss: 0.669 R 0.577 F 0.762][D acc: 0.680 R 0.672 F 0.688][G loss: 1.352 acc: 0.047] 0:01:07.339370 1853 [D loss: 0.605 R 0.710 F 0.499][D acc: 0.734 R 0.641 F 0.828][G loss: 1.228 acc: 0.094] 0:01:07.415279 1854 [D loss: 0.614 R 0.598 F 0.631][D acc: 0.734 R 0.609 F 0.859][G loss: 1.249 acc: 0.062] 0:01:07.487053 1855 [D loss: 0.540 R 0.596 F 0.484][D acc: 0.742 R 0.609 F 0.875][G loss: 1.262 acc: 0.094] 0:01:07.564586 1856 [D loss: 0.565 R 0.598 F 0.533][D acc: 0.695 R 0.578 F 0.812][G loss: 1.197 acc: 0.125] 0:01:07.642293 1857 [D loss: 0.462 R 0.422 F 0.503][D acc: 0.797 R 0.750 F 0.844][G loss: 1.251 acc: 0.125] 0:01:07.727361 1858 [D loss: 0.608 R 0.610 F 0.605][D acc: 0.633 R 0.578 F 0.688][G loss: 1.288 acc: 0.078] 0:01:07.825128 1859 [D loss: 0.540 R 0.518 F 0.561][D acc: 0.680 R 0.656 F 0.703][G loss: 1.392 acc: 0.078] 0:01:07.908744 1860 [D loss: 0.578 R 0.605 F 0.550][D acc: 0.695 R 0.578 F 0.812][G loss: 1.397 acc: 0.047] 0:01:07.982321 1861 [D loss: 0.479 R 0.469 F 0.488][D acc: 0.781 R 0.688 F 0.875][G loss: 1.351 acc: 0.094] 0:01:08.073637 1862 [D loss: 0.491 R 0.434 F 0.548][D acc: 0.766 R 0.781 F 0.750][G loss: 1.283 acc: 0.094] 0:01:08.153327 1863 [D loss: 0.487 R 0.497 F 0.477][D acc: 0.742 R 0.641 F 0.844][G loss: 1.305 acc: 0.062] 0:01:08.224784 1864 [D loss: 0.563 R 0.493 F 0.633][D acc: 0.680 R 0.656 F 0.703][G loss: 1.400 acc: 0.078] 0:01:08.299155 1865 [D loss: 0.525 R 0.512 F 0.538][D acc: 0.773 R 0.734 F 0.812][G loss: 1.487 acc: 0.094] 0:01:08.379372 1866 [D loss: 0.525 R 0.574 F 0.477][D acc: 0.766 R 0.641 F 0.891][G loss: 1.381 acc: 0.109] 0:01:08.476850 1867 [D loss: 0.580 R 0.623 F 0.536][D acc: 0.703 R 0.641 F 0.766][G loss: 1.192 acc: 0.156] 0:01:08.553052 1868 [D loss: 0.533 R 0.486 F 0.579][D acc: 0.695 R 0.719 F 0.672][G loss: 1.290 acc: 0.109] 0:01:08.628690 1869 [D loss: 0.535 R 0.481 F 0.589][D acc: 0.711 R 0.641 F 0.781][G loss: 1.443 acc: 0.016] 0:01:08.722152 1870 [D loss: 0.566 R 0.669 F 0.463][D acc: 0.742 R 0.578 F 0.906][G loss: 1.386 acc: 0.125] 0:01:08.797797 1871 [D loss: 0.502 R 0.452 F 0.552][D acc: 0.758 R 0.750 F 0.766][G loss: 1.315 acc: 0.094] 0:01:08.885879 1872 [D loss: 0.459 R 0.511 F 0.408][D acc: 0.766 R 0.641 F 0.891][G loss: 1.653 acc: 0.094] 0:01:08.960007 1873 [D loss: 0.651 R 0.572 F 0.730][D acc: 0.688 R 0.641 F 0.734][G loss: 1.482 acc: 0.078] 0:01:09.031431 1874 [D loss: 0.621 R 0.786 F 0.455][D acc: 0.648 R 0.438 F 0.859][G loss: 1.213 acc: 0.125] 0:01:09.120020 1875 [D loss: 0.526 R 0.526 F 0.525][D acc: 0.711 R 0.688 F 0.734][G loss: 1.275 acc: 0.125] 0:01:09.193544 1876 [D loss: 0.522 R 0.533 F 0.512][D acc: 0.727 R 0.641 F 0.812][G loss: 1.355 acc: 0.156] 0:01:09.264672 1877 [D loss: 0.518 R 0.555 F 0.481][D acc: 0.781 R 0.719 F 0.844][G loss: 1.378 acc: 0.156] 0:01:09.345186 1878 [D loss: 0.506 R 0.502 F 0.509][D acc: 0.758 R 0.688 F 0.828][G loss: 1.501 acc: 0.031] 0:01:09.416692 1879 [D loss: 0.564 R 0.556 F 0.571][D acc: 0.727 R 0.641 F 0.812][G loss: 1.361 acc: 0.062] 0:01:09.487941 1880 [D loss: 0.566 R 0.611 F 0.520][D acc: 0.688 R 0.609 F 0.766][G loss: 1.468 acc: 0.047] 0:01:09.570369 1881 [D loss: 0.450 R 0.502 F 0.399][D acc: 0.812 R 0.688 F 0.938][G loss: 1.375 acc: 0.125] 0:01:09.642649 1882 [D loss: 0.451 R 0.399 F 0.503][D acc: 0.773 R 0.719 F 0.828][G loss: 1.682 acc: 0.094] 0:01:09.718514 1883 [D loss: 0.504 R 0.560 F 0.448][D acc: 0.758 R 0.641 F 0.875][G loss: 1.498 acc: 0.109] 0:01:09.805512 1884 [D loss: 0.512 R 0.498 F 0.526][D acc: 0.695 R 0.656 F 0.734][G loss: 1.648 acc: 0.031] 0:01:09.885060 1885 [D loss: 0.630 R 0.609 F 0.650][D acc: 0.688 R 0.625 F 0.750][G loss: 1.344 acc: 0.094] 0:01:09.960049 1886 [D loss: 0.483 R 0.496 F 0.471][D acc: 0.812 R 0.750 F 0.875][G loss: 1.318 acc: 0.172] 0:01:10.058185 1887 [D loss: 0.565 R 0.560 F 0.569][D acc: 0.695 R 0.625 F 0.766][G loss: 1.261 acc: 0.188] 0:01:10.138456 1888 [D loss: 0.581 R 0.619 F 0.543][D acc: 0.680 R 0.641 F 0.719][G loss: 1.382 acc: 0.109] 0:01:10.232630 1889 [D loss: 0.547 R 0.536 F 0.559][D acc: 0.750 R 0.703 F 0.797][G loss: 1.406 acc: 0.031] 0:01:10.331698 1890 [D loss: 0.577 R 0.548 F 0.606][D acc: 0.711 R 0.609 F 0.812][G loss: 1.314 acc: 0.094] 0:01:10.408446 1891 [D loss: 0.542 R 0.533 F 0.550][D acc: 0.711 R 0.625 F 0.797][G loss: 1.327 acc: 0.078] 0:01:10.484237 1892 [D loss: 0.667 R 0.558 F 0.776][D acc: 0.703 R 0.641 F 0.766][G loss: 1.413 acc: 0.047] 0:01:10.817588 1893 [D loss: 0.527 R 0.618 F 0.436][D acc: 0.758 R 0.625 F 0.891][G loss: 1.324 acc: 0.094] 0:01:10.890984 1894 [D loss: 0.486 R 0.505 F 0.467][D acc: 0.773 R 0.719 F 0.828][G loss: 1.364 acc: 0.094] 0:01:10.967407 1895 [D loss: 0.560 R 0.579 F 0.540][D acc: 0.742 R 0.641 F 0.844][G loss: 1.380 acc: 0.094] 0:01:11.043616 1896 [D loss: 0.502 R 0.481 F 0.523][D acc: 0.781 R 0.688 F 0.875][G loss: 1.590 acc: 0.062] 0:01:11.116307 1897 [D loss: 0.532 R 0.603 F 0.462][D acc: 0.734 R 0.609 F 0.859][G loss: 1.327 acc: 0.078] 0:01:11.191210 1898 [D loss: 0.502 R 0.489 F 0.515][D acc: 0.773 R 0.734 F 0.812][G loss: 1.367 acc: 0.094] 0:01:11.268359 1899 [D loss: 0.526 R 0.524 F 0.528][D acc: 0.758 R 0.672 F 0.844][G loss: 1.299 acc: 0.172] 0:01:11.347150 1900 [D loss: 0.440 R 0.464 F 0.416][D acc: 0.789 R 0.703 F 0.875][G loss: 1.424 acc: 0.109] 0:01:11.426076 1901 [D loss: 0.577 R 0.491 F 0.662][D acc: 0.742 R 0.688 F 0.797][G loss: 1.314 acc: 0.062] 0:01:11.503000 1902 [D loss: 0.487 R 0.485 F 0.489][D acc: 0.766 R 0.703 F 0.828][G loss: 1.469 acc: 0.094] 0:01:11.575629 1903 [D loss: 0.477 R 0.440 F 0.515][D acc: 0.781 R 0.703 F 0.859][G loss: 1.600 acc: 0.031] 0:01:11.648207 1904 [D loss: 0.505 R 0.562 F 0.447][D acc: 0.758 R 0.656 F 0.859][G loss: 1.431 acc: 0.094] 0:01:11.732799 1905 [D loss: 0.451 R 0.341 F 0.560][D acc: 0.836 R 0.844 F 0.828][G loss: 1.548 acc: 0.172] 0:01:11.807332 1906 [D loss: 0.495 R 0.565 F 0.425][D acc: 0.766 R 0.703 F 0.828][G loss: 1.561 acc: 0.094] 0:01:11.880317 1907 [D loss: 0.485 R 0.541 F 0.430][D acc: 0.719 R 0.656 F 0.781][G loss: 1.627 acc: 0.094] 0:01:11.962301 1908 [D loss: 0.538 R 0.540 F 0.535][D acc: 0.750 R 0.688 F 0.812][G loss: 1.683 acc: 0.062] 0:01:12.034032 1909 [D loss: 0.497 R 0.580 F 0.413][D acc: 0.750 R 0.641 F 0.859][G loss: 1.439 acc: 0.109] 0:01:12.111556 1910 [D loss: 0.562 R 0.550 F 0.574][D acc: 0.734 R 0.719 F 0.750][G loss: 1.424 acc: 0.062] 0:01:12.195878 1911 [D loss: 0.507 R 0.540 F 0.474][D acc: 0.758 R 0.734 F 0.781][G loss: 1.551 acc: 0.062] 0:01:12.269542 1912 [D loss: 0.585 R 0.581 F 0.589][D acc: 0.703 R 0.625 F 0.781][G loss: 1.466 acc: 0.062] 0:01:12.339972 1913 [D loss: 0.478 R 0.476 F 0.480][D acc: 0.750 R 0.641 F 0.859][G loss: 1.356 acc: 0.125] 0:01:12.413621 1914 [D loss: 0.552 R 0.494 F 0.609][D acc: 0.734 R 0.750 F 0.719][G loss: 1.439 acc: 0.125] 0:01:12.490020 1915 [D loss: 0.442 R 0.443 F 0.441][D acc: 0.789 R 0.750 F 0.828][G loss: 1.488 acc: 0.094] 0:01:12.561731 1916 [D loss: 0.536 R 0.571 F 0.501][D acc: 0.680 R 0.594 F 0.766][G loss: 1.516 acc: 0.094] 0:01:12.637018 1917 [D loss: 0.565 R 0.611 F 0.519][D acc: 0.695 R 0.656 F 0.734][G loss: 1.285 acc: 0.109] 0:01:12.715486 1918 [D loss: 0.452 R 0.411 F 0.493][D acc: 0.789 R 0.781 F 0.797][G loss: 1.449 acc: 0.062] 0:01:12.822081 1919 [D loss: 0.519 R 0.590 F 0.447][D acc: 0.789 R 0.688 F 0.891][G loss: 1.510 acc: 0.047] 0:01:12.898989 1920 [D loss: 0.528 R 0.515 F 0.541][D acc: 0.750 R 0.672 F 0.828][G loss: 1.438 acc: 0.109] 0:01:12.970598 1921 [D loss: 0.576 R 0.568 F 0.584][D acc: 0.703 R 0.672 F 0.734][G loss: 1.280 acc: 0.156] 0:01:13.045371 1922 [D loss: 0.544 R 0.532 F 0.555][D acc: 0.758 R 0.719 F 0.797][G loss: 1.423 acc: 0.156] 0:01:13.122503 1923 [D loss: 0.537 R 0.457 F 0.617][D acc: 0.766 R 0.750 F 0.781][G loss: 1.329 acc: 0.172] 0:01:13.196399 1924 [D loss: 0.587 R 0.643 F 0.531][D acc: 0.672 R 0.578 F 0.766][G loss: 1.343 acc: 0.062] 0:01:13.271004 1925 [D loss: 0.604 R 0.679 F 0.529][D acc: 0.672 R 0.562 F 0.781][G loss: 1.305 acc: 0.094] 0:01:13.351548 1926 [D loss: 0.532 R 0.453 F 0.612][D acc: 0.773 R 0.750 F 0.797][G loss: 1.357 acc: 0.125] 0:01:13.440388 1927 [D loss: 0.588 R 0.593 F 0.582][D acc: 0.672 R 0.609 F 0.734][G loss: 1.222 acc: 0.188] 0:01:13.513955 1928 [D loss: 0.540 R 0.540 F 0.540][D acc: 0.742 R 0.688 F 0.797][G loss: 1.286 acc: 0.094] 0:01:13.590102 1929 [D loss: 0.475 R 0.486 F 0.463][D acc: 0.781 R 0.719 F 0.844][G loss: 1.530 acc: 0.047] 0:01:13.663757 1930 [D loss: 0.628 R 0.689 F 0.568][D acc: 0.664 R 0.531 F 0.797][G loss: 1.262 acc: 0.047] 0:01:13.743186 1931 [D loss: 0.585 R 0.590 F 0.581][D acc: 0.664 R 0.641 F 0.688][G loss: 1.298 acc: 0.031] 0:01:13.826297 1932 [D loss: 0.466 R 0.403 F 0.529][D acc: 0.797 R 0.797 F 0.797][G loss: 1.387 acc: 0.125] 0:01:13.903711 1933 [D loss: 0.637 R 0.829 F 0.445][D acc: 0.695 R 0.469 F 0.922][G loss: 1.287 acc: 0.078] 0:01:13.978721 1934 [D loss: 0.555 R 0.575 F 0.536][D acc: 0.656 R 0.562 F 0.750][G loss: 1.308 acc: 0.094] 0:01:14.059202 1935 [D loss: 0.439 R 0.426 F 0.451][D acc: 0.805 R 0.719 F 0.891][G loss: 1.367 acc: 0.141] 0:01:14.137508 1936 [D loss: 0.611 R 0.525 F 0.696][D acc: 0.672 R 0.688 F 0.656][G loss: 1.407 acc: 0.031] 0:01:14.210575 1937 [D loss: 0.504 R 0.454 F 0.554][D acc: 0.766 R 0.781 F 0.750][G loss: 1.421 acc: 0.047] 0:01:14.294902 1938 [D loss: 0.493 R 0.491 F 0.496][D acc: 0.711 R 0.641 F 0.781][G loss: 1.426 acc: 0.094] 0:01:14.383499 1939 [D loss: 0.511 R 0.535 F 0.487][D acc: 0.750 R 0.672 F 0.828][G loss: 1.462 acc: 0.047] 0:01:14.457194 1940 [D loss: 0.562 R 0.618 F 0.507][D acc: 0.703 R 0.641 F 0.766][G loss: 1.411 acc: 0.031] 0:01:14.545075 1941 [D loss: 0.545 R 0.610 F 0.481][D acc: 0.703 R 0.562 F 0.844][G loss: 1.389 acc: 0.094] 0:01:14.635839 1942 [D loss: 0.574 R 0.581 F 0.567][D acc: 0.680 R 0.562 F 0.797][G loss: 1.459 acc: 0.078] 0:01:14.712481 1943 [D loss: 0.517 R 0.522 F 0.512][D acc: 0.750 R 0.719 F 0.781][G loss: 1.356 acc: 0.094] 0:01:14.806446 1944 [D loss: 0.607 R 0.631 F 0.583][D acc: 0.680 R 0.625 F 0.734][G loss: 1.151 acc: 0.156] 0:01:14.886638 1945 [D loss: 0.551 R 0.539 F 0.564][D acc: 0.711 R 0.703 F 0.719][G loss: 1.442 acc: 0.094] 0:01:14.957466 1946 [D loss: 0.594 R 0.636 F 0.552][D acc: 0.711 R 0.656 F 0.766][G loss: 1.452 acc: 0.062] 0:01:15.040028 1947 [D loss: 0.516 R 0.456 F 0.577][D acc: 0.750 R 0.719 F 0.781][G loss: 1.488 acc: 0.031] 0:01:15.115415 1948 [D loss: 0.510 R 0.597 F 0.424][D acc: 0.758 R 0.594 F 0.922][G loss: 1.288 acc: 0.109] 0:01:15.189922 1949 [D loss: 0.558 R 0.564 F 0.552][D acc: 0.734 R 0.719 F 0.750][G loss: 1.366 acc: 0.141] 0:01:15.269289 1950 [D loss: 0.478 R 0.459 F 0.496][D acc: 0.773 R 0.734 F 0.812][G loss: 1.330 acc: 0.094] 0:01:15.341261 1951 [D loss: 0.532 R 0.558 F 0.505][D acc: 0.727 R 0.656 F 0.797][G loss: 1.431 acc: 0.094] 0:01:15.412576 1952 [D loss: 0.647 R 0.612 F 0.682][D acc: 0.664 R 0.594 F 0.734][G loss: 1.381 acc: 0.078] 0:01:15.493966 1953 [D loss: 0.468 R 0.389 F 0.547][D acc: 0.766 R 0.797 F 0.734][G loss: 1.396 acc: 0.094] 0:01:15.572806 1954 [D loss: 0.548 R 0.481 F 0.616][D acc: 0.727 R 0.688 F 0.766][G loss: 1.637 acc: 0.047] 0:01:15.645345 1955 [D loss: 0.516 R 0.576 F 0.455][D acc: 0.750 R 0.625 F 0.875][G loss: 1.433 acc: 0.016] 0:01:15.739938 1956 [D loss: 0.552 R 0.520 F 0.584][D acc: 0.711 R 0.703 F 0.719][G loss: 1.269 acc: 0.156] 0:01:15.818447 1957 [D loss: 0.554 R 0.516 F 0.591][D acc: 0.734 R 0.719 F 0.750][G loss: 1.395 acc: 0.078] 0:01:15.898026 1958 [D loss: 0.580 R 0.602 F 0.559][D acc: 0.680 R 0.547 F 0.812][G loss: 1.460 acc: 0.062] 0:01:15.982349 1959 [D loss: 0.603 R 0.760 F 0.446][D acc: 0.695 R 0.500 F 0.891][G loss: 1.480 acc: 0.047] 0:01:16.060012 1960 [D loss: 0.521 R 0.505 F 0.538][D acc: 0.734 R 0.688 F 0.781][G loss: 1.298 acc: 0.062] 0:01:16.137891 1961 [D loss: 0.574 R 0.556 F 0.592][D acc: 0.688 R 0.641 F 0.734][G loss: 1.369 acc: 0.125] 0:01:16.223044 1962 [D loss: 0.554 R 0.549 F 0.560][D acc: 0.719 R 0.688 F 0.750][G loss: 1.310 acc: 0.094] 0:01:16.304565 1963 [D loss: 0.523 R 0.516 F 0.529][D acc: 0.734 R 0.672 F 0.797][G loss: 1.371 acc: 0.078] 0:01:16.377788 1964 [D loss: 0.538 R 0.548 F 0.529][D acc: 0.711 R 0.672 F 0.750][G loss: 1.356 acc: 0.047] 0:01:16.463866 1965 [D loss: 0.593 R 0.606 F 0.580][D acc: 0.703 R 0.641 F 0.766][G loss: 1.375 acc: 0.016] 0:01:16.540526 1966 [D loss: 0.488 R 0.471 F 0.506][D acc: 0.789 R 0.719 F 0.859][G loss: 1.279 acc: 0.078] 0:01:16.614158 1967 [D loss: 0.558 R 0.505 F 0.612][D acc: 0.750 R 0.734 F 0.766][G loss: 1.432 acc: 0.078] 0:01:16.691556 1968 [D loss: 0.525 R 0.543 F 0.508][D acc: 0.742 R 0.656 F 0.828][G loss: 1.373 acc: 0.062] 0:01:16.763551 1969 [D loss: 0.471 R 0.511 F 0.432][D acc: 0.773 R 0.688 F 0.859][G loss: 1.222 acc: 0.172] 0:01:16.840098 1970 [D loss: 0.559 R 0.541 F 0.577][D acc: 0.711 R 0.625 F 0.797][G loss: 1.476 acc: 0.094] 0:01:16.931982 1971 [D loss: 0.541 R 0.576 F 0.506][D acc: 0.734 R 0.672 F 0.797][G loss: 1.390 acc: 0.172] 0:01:17.007737 1972 [D loss: 0.502 R 0.477 F 0.527][D acc: 0.781 R 0.781 F 0.781][G loss: 1.341 acc: 0.156] 0:01:17.079986 1973 [D loss: 0.460 R 0.432 F 0.489][D acc: 0.773 R 0.734 F 0.812][G loss: 1.539 acc: 0.094] 0:01:17.158698 1974 [D loss: 0.549 R 0.506 F 0.591][D acc: 0.766 R 0.703 F 0.828][G loss: 1.469 acc: 0.094] 0:01:17.231609 1975 [D loss: 0.616 R 0.627 F 0.604][D acc: 0.625 R 0.594 F 0.656][G loss: 1.389 acc: 0.062] 0:01:17.304174 1976 [D loss: 0.465 R 0.479 F 0.451][D acc: 0.789 R 0.719 F 0.859][G loss: 1.368 acc: 0.125] 0:01:17.387878 1977 [D loss: 0.494 R 0.502 F 0.487][D acc: 0.781 R 0.719 F 0.844][G loss: 1.501 acc: 0.062] 0:01:17.459950 1978 [D loss: 0.466 R 0.451 F 0.481][D acc: 0.750 R 0.719 F 0.781][G loss: 1.483 acc: 0.078] 0:01:17.531610 1979 [D loss: 0.572 R 0.622 F 0.522][D acc: 0.711 R 0.656 F 0.766][G loss: 1.450 acc: 0.125] 0:01:17.612736 1980 [D loss: 0.493 R 0.448 F 0.539][D acc: 0.758 R 0.734 F 0.781][G loss: 1.669 acc: 0.062] 0:01:17.688712 1981 [D loss: 0.533 R 0.602 F 0.465][D acc: 0.719 R 0.594 F 0.844][G loss: 1.675 acc: 0.078] 0:01:17.761163 1982 [D loss: 0.504 R 0.514 F 0.493][D acc: 0.727 R 0.672 F 0.781][G loss: 1.524 acc: 0.062] 0:01:17.840529 1983 [D loss: 0.573 R 0.516 F 0.629][D acc: 0.711 R 0.703 F 0.719][G loss: 1.319 acc: 0.125] 0:01:17.916133 1984 [D loss: 0.535 R 0.546 F 0.523][D acc: 0.727 R 0.656 F 0.797][G loss: 1.502 acc: 0.062] 0:01:17.988530 1985 [D loss: 0.497 R 0.530 F 0.464][D acc: 0.750 R 0.703 F 0.797][G loss: 1.450 acc: 0.094] 0:01:18.064643 1986 [D loss: 0.511 R 0.466 F 0.557][D acc: 0.750 R 0.688 F 0.812][G loss: 1.355 acc: 0.156] 0:01:18.154004 1987 [D loss: 0.560 R 0.518 F 0.602][D acc: 0.742 R 0.688 F 0.797][G loss: 1.516 acc: 0.109] 0:01:18.233673 1988 [D loss: 0.511 R 0.493 F 0.529][D acc: 0.781 R 0.703 F 0.859][G loss: 1.365 acc: 0.109] 0:01:18.315361 1989 [D loss: 0.534 R 0.455 F 0.612][D acc: 0.758 R 0.781 F 0.734][G loss: 1.487 acc: 0.109] 0:01:18.389668 1990 [D loss: 0.548 R 0.676 F 0.421][D acc: 0.719 R 0.578 F 0.859][G loss: 1.407 acc: 0.094] 0:01:18.461986 1991 [D loss: 0.534 R 0.576 F 0.491][D acc: 0.703 R 0.656 F 0.750][G loss: 1.484 acc: 0.062] 0:01:18.536984 1992 [D loss: 0.618 R 0.549 F 0.687][D acc: 0.633 R 0.672 F 0.594][G loss: 1.389 acc: 0.109] 0:01:18.608917 1993 [D loss: 0.625 R 0.687 F 0.564][D acc: 0.688 R 0.578 F 0.797][G loss: 1.290 acc: 0.109] 0:01:18.682310 1994 [D loss: 0.499 R 0.518 F 0.479][D acc: 0.773 R 0.688 F 0.859][G loss: 1.347 acc: 0.141] 0:01:18.760066 1995 [D loss: 0.496 R 0.466 F 0.525][D acc: 0.758 R 0.766 F 0.750][G loss: 1.479 acc: 0.078] 0:01:18.843893 1996 [D loss: 0.587 R 0.547 F 0.627][D acc: 0.664 R 0.656 F 0.672][G loss: 1.373 acc: 0.109] 0:01:18.925896 1997 [D loss: 0.556 R 0.641 F 0.471][D acc: 0.688 R 0.578 F 0.797][G loss: 1.747 acc: 0.047] 0:01:19.002964 1998 [D loss: 0.537 R 0.590 F 0.484][D acc: 0.703 R 0.641 F 0.766][G loss: 1.384 acc: 0.109] 0:01:19.076644 1999 [D loss: 0.585 R 0.572 F 0.599][D acc: 0.711 R 0.719 F 0.703][G loss: 1.446 acc: 0.062] 0:01:19.154545 2000 [D loss: 0.570 R 0.605 F 0.535][D acc: 0.742 R 0.656 F 0.828][G loss: 1.254 acc: 0.109] 0:01:19.233754 2001 [D loss: 0.632 R 0.654 F 0.610][D acc: 0.664 R 0.562 F 0.766][G loss: 1.234 acc: 0.094] 0:01:22.624243 2002 [D loss: 0.542 R 0.487 F 0.596][D acc: 0.719 R 0.719 F 0.719][G loss: 1.351 acc: 0.109] 0:01:22.713149 2003 [D loss: 0.567 R 0.590 F 0.543][D acc: 0.727 R 0.609 F 0.844][G loss: 1.350 acc: 0.078] 0:01:22.788799 2004 [D loss: 0.489 R 0.514 F 0.464][D acc: 0.773 R 0.656 F 0.891][G loss: 1.418 acc: 0.094] 0:01:22.891798 2005 [D loss: 0.609 R 0.640 F 0.578][D acc: 0.656 R 0.547 F 0.766][G loss: 1.241 acc: 0.188] 0:01:22.974439 2006 [D loss: 0.493 R 0.434 F 0.552][D acc: 0.781 R 0.766 F 0.797][G loss: 1.228 acc: 0.141] 0:01:23.049996 2007 [D loss: 0.561 R 0.552 F 0.571][D acc: 0.688 R 0.594 F 0.781][G loss: 1.384 acc: 0.156] 0:01:23.145413 2008 [D loss: 0.574 R 0.590 F 0.558][D acc: 0.688 R 0.594 F 0.781][G loss: 1.348 acc: 0.078] 0:01:23.225490 2009 [D loss: 0.503 R 0.502 F 0.504][D acc: 0.758 R 0.688 F 0.828][G loss: 1.435 acc: 0.078] 0:01:23.302941 2010 [D loss: 0.609 R 0.563 F 0.655][D acc: 0.672 R 0.656 F 0.688][G loss: 1.474 acc: 0.062] 0:01:23.381205 2011 [D loss: 0.570 R 0.582 F 0.558][D acc: 0.703 R 0.594 F 0.812][G loss: 1.304 acc: 0.188] 0:01:23.457093 2012 [D loss: 0.492 R 0.520 F 0.465][D acc: 0.742 R 0.641 F 0.844][G loss: 1.509 acc: 0.094] 0:01:23.534593 2013 [D loss: 0.583 R 0.630 F 0.537][D acc: 0.695 R 0.578 F 0.812][G loss: 1.302 acc: 0.047] 0:01:23.632019 2014 [D loss: 0.555 R 0.490 F 0.621][D acc: 0.703 R 0.719 F 0.688][G loss: 1.401 acc: 0.078] 0:01:23.714325 2015 [D loss: 0.541 R 0.576 F 0.507][D acc: 0.773 R 0.703 F 0.844][G loss: 1.296 acc: 0.109] 0:01:23.789289 2016 [D loss: 0.426 R 0.439 F 0.412][D acc: 0.812 R 0.719 F 0.906][G loss: 1.459 acc: 0.094] 0:01:23.873763 2017 [D loss: 0.530 R 0.571 F 0.489][D acc: 0.734 R 0.656 F 0.812][G loss: 1.341 acc: 0.078] 0:01:23.952139 2018 [D loss: 0.455 R 0.404 F 0.506][D acc: 0.805 R 0.750 F 0.859][G loss: 1.360 acc: 0.047] 0:01:24.025501 2019 [D loss: 0.533 R 0.568 F 0.498][D acc: 0.688 R 0.609 F 0.766][G loss: 1.307 acc: 0.141] 0:01:24.100965 2020 [D loss: 0.586 R 0.507 F 0.665][D acc: 0.703 R 0.703 F 0.703][G loss: 1.397 acc: 0.062] 0:01:24.177710 2021 [D loss: 0.555 R 0.628 F 0.481][D acc: 0.734 R 0.594 F 0.875][G loss: 1.289 acc: 0.141] 0:01:24.251034 2022 [D loss: 0.630 R 0.589 F 0.672][D acc: 0.648 R 0.578 F 0.719][G loss: 1.327 acc: 0.078] 0:01:24.338055 2023 [D loss: 0.512 R 0.547 F 0.476][D acc: 0.758 R 0.625 F 0.891][G loss: 1.278 acc: 0.078] 0:01:24.414040 2024 [D loss: 0.532 R 0.636 F 0.428][D acc: 0.734 R 0.594 F 0.875][G loss: 1.218 acc: 0.141] 0:01:24.486135 2025 [D loss: 0.435 R 0.424 F 0.446][D acc: 0.797 R 0.766 F 0.828][G loss: 1.438 acc: 0.109] 0:01:24.559975 2026 [D loss: 0.628 R 0.628 F 0.628][D acc: 0.625 R 0.562 F 0.688][G loss: 1.253 acc: 0.141] 0:01:24.633650 2027 [D loss: 0.612 R 0.606 F 0.618][D acc: 0.680 R 0.672 F 0.688][G loss: 1.360 acc: 0.062] 0:01:24.711199 2028 [D loss: 0.462 R 0.464 F 0.459][D acc: 0.742 R 0.703 F 0.781][G loss: 1.500 acc: 0.094] 0:01:24.788883 2029 [D loss: 0.541 R 0.497 F 0.585][D acc: 0.758 R 0.719 F 0.797][G loss: 1.286 acc: 0.094] 0:01:24.864932 2030 [D loss: 0.524 R 0.480 F 0.569][D acc: 0.758 R 0.766 F 0.750][G loss: 1.405 acc: 0.141] 0:01:24.937444 2031 [D loss: 0.506 R 0.571 F 0.441][D acc: 0.758 R 0.656 F 0.859][G loss: 1.478 acc: 0.125] 0:01:25.020736 2032 [D loss: 0.539 R 0.562 F 0.517][D acc: 0.727 R 0.656 F 0.797][G loss: 1.505 acc: 0.062] 0:01:25.097805 2033 [D loss: 0.542 R 0.595 F 0.489][D acc: 0.695 R 0.609 F 0.781][G loss: 1.229 acc: 0.188] 0:01:25.173730 2034 [D loss: 0.591 R 0.514 F 0.668][D acc: 0.680 R 0.672 F 0.688][G loss: 1.453 acc: 0.156] 0:01:25.256238 2035 [D loss: 0.506 R 0.572 F 0.440][D acc: 0.734 R 0.625 F 0.844][G loss: 1.203 acc: 0.188] 0:01:25.332171 2036 [D loss: 0.550 R 0.525 F 0.575][D acc: 0.703 R 0.656 F 0.750][G loss: 1.249 acc: 0.156] 0:01:25.408479 2037 [D loss: 0.512 R 0.496 F 0.527][D acc: 0.789 R 0.766 F 0.812][G loss: 1.473 acc: 0.078] 0:01:25.482704 2038 [D loss: 0.498 R 0.520 F 0.476][D acc: 0.719 R 0.609 F 0.828][G loss: 1.498 acc: 0.125] 0:01:25.557550 2039 [D loss: 0.481 R 0.532 F 0.429][D acc: 0.742 R 0.656 F 0.828][G loss: 1.403 acc: 0.125] 0:01:25.632577 2040 [D loss: 0.613 R 0.542 F 0.684][D acc: 0.703 R 0.734 F 0.672][G loss: 1.368 acc: 0.125] 0:01:25.717123 2041 [D loss: 0.517 R 0.465 F 0.570][D acc: 0.734 R 0.688 F 0.781][G loss: 1.362 acc: 0.078] 0:01:25.810997 2042 [D loss: 0.602 R 0.554 F 0.649][D acc: 0.680 R 0.625 F 0.734][G loss: 1.534 acc: 0.062] 0:01:25.910261 2043 [D loss: 0.490 R 0.561 F 0.418][D acc: 0.758 R 0.641 F 0.875][G loss: 1.400 acc: 0.203] 0:01:25.987096 2044 [D loss: 0.490 R 0.441 F 0.539][D acc: 0.758 R 0.734 F 0.781][G loss: 1.393 acc: 0.094] 0:01:26.058562 2045 [D loss: 0.552 R 0.544 F 0.561][D acc: 0.719 R 0.641 F 0.797][G loss: 1.715 acc: 0.094] 0:01:26.132012 2046 [D loss: 0.591 R 0.647 F 0.536][D acc: 0.703 R 0.625 F 0.781][G loss: 1.414 acc: 0.094] 0:01:26.217678 2047 [D loss: 0.549 R 0.426 F 0.672][D acc: 0.734 R 0.734 F 0.734][G loss: 1.472 acc: 0.094] 0:01:26.291642 2048 [D loss: 0.557 R 0.600 F 0.515][D acc: 0.703 R 0.625 F 0.781][G loss: 1.523 acc: 0.062] 0:01:26.383911 2049 [D loss: 0.546 R 0.575 F 0.516][D acc: 0.742 R 0.688 F 0.797][G loss: 1.411 acc: 0.125] 0:01:26.467583 2050 [D loss: 0.668 R 0.695 F 0.641][D acc: 0.648 R 0.562 F 0.734][G loss: 1.317 acc: 0.172] 0:01:26.540588 2051 [D loss: 0.519 R 0.485 F 0.552][D acc: 0.734 R 0.719 F 0.750][G loss: 1.412 acc: 0.062] 0:01:26.619106 2052 [D loss: 0.548 R 0.551 F 0.546][D acc: 0.734 R 0.703 F 0.766][G loss: 1.343 acc: 0.141] 0:01:26.703237 2053 [D loss: 0.590 R 0.622 F 0.557][D acc: 0.727 R 0.656 F 0.797][G loss: 1.191 acc: 0.109] 0:01:26.780088 2054 [D loss: 0.504 R 0.474 F 0.534][D acc: 0.727 R 0.656 F 0.797][G loss: 1.315 acc: 0.094] 0:01:26.861900 2055 [D loss: 0.439 R 0.425 F 0.454][D acc: 0.812 R 0.812 F 0.812][G loss: 1.512 acc: 0.062] 0:01:26.944760 2056 [D loss: 0.547 R 0.606 F 0.489][D acc: 0.727 R 0.641 F 0.812][G loss: 1.474 acc: 0.094] 0:01:27.024992 2057 [D loss: 0.502 R 0.485 F 0.519][D acc: 0.820 R 0.781 F 0.859][G loss: 1.323 acc: 0.109] 0:01:27.132303 2058 [D loss: 0.539 R 0.515 F 0.564][D acc: 0.695 R 0.688 F 0.703][G loss: 1.419 acc: 0.094] 0:01:27.234588 2059 [D loss: 0.509 R 0.461 F 0.558][D acc: 0.766 R 0.766 F 0.766][G loss: 1.549 acc: 0.031] 0:01:27.316370 2060 [D loss: 0.552 R 0.625 F 0.479][D acc: 0.719 R 0.609 F 0.828][G loss: 1.376 acc: 0.062] 0:01:27.411781 2061 [D loss: 0.660 R 0.608 F 0.712][D acc: 0.656 R 0.672 F 0.641][G loss: 1.224 acc: 0.156] 0:01:27.487464 2062 [D loss: 0.492 R 0.503 F 0.480][D acc: 0.781 R 0.688 F 0.875][G loss: 1.421 acc: 0.062] 0:01:27.561609 2063 [D loss: 0.487 R 0.461 F 0.512][D acc: 0.727 R 0.734 F 0.719][G loss: 1.479 acc: 0.062] 0:01:27.637030 2064 [D loss: 0.496 R 0.456 F 0.537][D acc: 0.797 R 0.797 F 0.797][G loss: 1.578 acc: 0.078] 0:01:27.719679 2065 [D loss: 0.483 R 0.498 F 0.468][D acc: 0.711 R 0.656 F 0.766][G loss: 1.540 acc: 0.109] 0:01:27.813652 2066 [D loss: 0.521 R 0.533 F 0.509][D acc: 0.758 R 0.688 F 0.828][G loss: 1.544 acc: 0.047] 0:01:27.908486 2067 [D loss: 0.519 R 0.532 F 0.506][D acc: 0.695 R 0.656 F 0.734][G loss: 1.599 acc: 0.109] 0:01:28.002593 2068 [D loss: 0.503 R 0.635 F 0.371][D acc: 0.797 R 0.703 F 0.891][G loss: 1.640 acc: 0.094] 0:01:28.094538 2069 [D loss: 0.555 R 0.579 F 0.532][D acc: 0.773 R 0.734 F 0.812][G loss: 1.586 acc: 0.125] 0:01:28.169407 2070 [D loss: 0.700 R 0.539 F 0.862][D acc: 0.648 R 0.703 F 0.594][G loss: 1.482 acc: 0.062] 0:01:28.261941 2071 [D loss: 0.607 R 0.668 F 0.547][D acc: 0.688 R 0.609 F 0.766][G loss: 1.381 acc: 0.094] 0:01:28.341981 2072 [D loss: 0.581 R 0.653 F 0.509][D acc: 0.688 R 0.594 F 0.781][G loss: 1.376 acc: 0.094] 0:01:28.413832 2073 [D loss: 0.461 R 0.489 F 0.433][D acc: 0.758 R 0.703 F 0.812][G loss: 1.309 acc: 0.203] 0:01:28.486967 2074 [D loss: 0.571 R 0.540 F 0.602][D acc: 0.703 R 0.672 F 0.734][G loss: 1.381 acc: 0.172] 0:01:28.558220 2075 [D loss: 0.567 R 0.536 F 0.598][D acc: 0.695 R 0.656 F 0.734][G loss: 1.349 acc: 0.141] 0:01:28.639013 2076 [D loss: 0.492 R 0.523 F 0.462][D acc: 0.812 R 0.703 F 0.922][G loss: 1.328 acc: 0.141] 0:01:28.728021 2077 [D loss: 0.538 R 0.545 F 0.530][D acc: 0.750 R 0.734 F 0.766][G loss: 1.422 acc: 0.109] 0:01:28.803076 2078 [D loss: 0.597 R 0.679 F 0.515][D acc: 0.711 R 0.609 F 0.812][G loss: 1.280 acc: 0.188] 0:01:28.878742 2079 [D loss: 0.514 R 0.490 F 0.537][D acc: 0.711 R 0.625 F 0.797][G loss: 1.312 acc: 0.078] 0:01:28.963207 2080 [D loss: 0.499 R 0.531 F 0.467][D acc: 0.789 R 0.703 F 0.875][G loss: 1.532 acc: 0.094] 0:01:29.034370 2081 [D loss: 0.542 R 0.477 F 0.606][D acc: 0.805 R 0.781 F 0.828][G loss: 1.443 acc: 0.094] 0:01:29.119379 2082 [D loss: 0.463 R 0.495 F 0.430][D acc: 0.812 R 0.750 F 0.875][G loss: 1.556 acc: 0.094] 0:01:29.215914 2083 [D loss: 0.535 R 0.497 F 0.573][D acc: 0.734 R 0.719 F 0.750][G loss: 1.716 acc: 0.062] 0:01:29.305856 2084 [D loss: 0.525 R 0.426 F 0.623][D acc: 0.758 R 0.734 F 0.781][G loss: 1.580 acc: 0.016] 0:01:29.378406 2085 [D loss: 0.642 R 0.821 F 0.463][D acc: 0.703 R 0.500 F 0.906][G loss: 1.550 acc: 0.062] 0:01:29.454581 2086 [D loss: 0.497 R 0.533 F 0.461][D acc: 0.773 R 0.703 F 0.844][G loss: 1.434 acc: 0.109] 0:01:29.526103 2087 [D loss: 0.624 R 0.614 F 0.634][D acc: 0.688 R 0.641 F 0.734][G loss: 1.310 acc: 0.141] 0:01:29.597610 2088 [D loss: 0.592 R 0.529 F 0.655][D acc: 0.680 R 0.672 F 0.688][G loss: 1.410 acc: 0.047] 0:01:29.679494 2089 [D loss: 0.565 R 0.580 F 0.550][D acc: 0.695 R 0.672 F 0.719][G loss: 1.338 acc: 0.125] 0:01:29.752005 2090 [D loss: 0.560 R 0.667 F 0.452][D acc: 0.711 R 0.547 F 0.875][G loss: 1.412 acc: 0.047] 0:01:29.825990 2091 [D loss: 0.556 R 0.591 F 0.522][D acc: 0.680 R 0.562 F 0.797][G loss: 1.368 acc: 0.109] 0:01:29.905799 2092 [D loss: 0.581 R 0.640 F 0.522][D acc: 0.695 R 0.578 F 0.812][G loss: 1.228 acc: 0.125] 0:01:29.993776 2093 [D loss: 0.613 R 0.645 F 0.582][D acc: 0.648 R 0.562 F 0.734][G loss: 1.397 acc: 0.094] 0:01:30.069001 2094 [D loss: 0.546 R 0.560 F 0.532][D acc: 0.727 R 0.609 F 0.844][G loss: 1.305 acc: 0.109] 0:01:30.154065 2095 [D loss: 0.592 R 0.468 F 0.715][D acc: 0.742 R 0.688 F 0.797][G loss: 1.236 acc: 0.156] 0:01:30.235566 2096 [D loss: 0.575 R 0.589 F 0.561][D acc: 0.664 R 0.562 F 0.766][G loss: 1.330 acc: 0.031] 0:01:30.340218 2097 [D loss: 0.550 R 0.516 F 0.585][D acc: 0.750 R 0.703 F 0.797][G loss: 1.257 acc: 0.172] 0:01:30.423242 2098 [D loss: 0.522 R 0.512 F 0.532][D acc: 0.750 R 0.656 F 0.844][G loss: 1.413 acc: 0.047] 0:01:30.495286 2099 [D loss: 0.558 R 0.618 F 0.499][D acc: 0.750 R 0.672 F 0.828][G loss: 1.419 acc: 0.094] 0:01:30.566685 2100 [D loss: 0.554 R 0.575 F 0.532][D acc: 0.727 R 0.656 F 0.797][G loss: 1.321 acc: 0.109] 0:01:30.639301 2101 [D loss: 0.546 R 0.638 F 0.453][D acc: 0.742 R 0.641 F 0.844][G loss: 1.354 acc: 0.094] 0:01:30.727938 2102 [D loss: 0.578 R 0.645 F 0.511][D acc: 0.711 R 0.625 F 0.797][G loss: 1.292 acc: 0.078] 0:01:30.801428 2103 [D loss: 0.514 R 0.566 F 0.463][D acc: 0.758 R 0.672 F 0.844][G loss: 1.303 acc: 0.109] 0:01:30.895910 2104 [D loss: 0.498 R 0.466 F 0.531][D acc: 0.773 R 0.719 F 0.828][G loss: 1.397 acc: 0.078] 0:01:30.990481 2105 [D loss: 0.611 R 0.574 F 0.649][D acc: 0.727 R 0.688 F 0.766][G loss: 1.329 acc: 0.047] 0:01:31.062242 2106 [D loss: 0.450 R 0.429 F 0.470][D acc: 0.766 R 0.750 F 0.781][G loss: 1.480 acc: 0.078] 0:01:31.137894 2107 [D loss: 0.534 R 0.448 F 0.620][D acc: 0.742 R 0.719 F 0.766][G loss: 1.337 acc: 0.094] 0:01:31.215392 2108 [D loss: 0.474 R 0.523 F 0.424][D acc: 0.781 R 0.703 F 0.859][G loss: 1.397 acc: 0.125] 0:01:31.296628 2109 [D loss: 0.453 R 0.450 F 0.456][D acc: 0.789 R 0.750 F 0.828][G loss: 1.367 acc: 0.125] 0:01:31.374682 2110 [D loss: 0.543 R 0.547 F 0.539][D acc: 0.703 R 0.641 F 0.766][G loss: 1.460 acc: 0.062] 0:01:31.448763 2111 [D loss: 0.524 R 0.630 F 0.417][D acc: 0.781 R 0.641 F 0.922][G loss: 1.330 acc: 0.188] 0:01:31.522388 2112 [D loss: 0.552 R 0.546 F 0.559][D acc: 0.703 R 0.703 F 0.703][G loss: 1.465 acc: 0.062] 0:01:31.599481 2113 [D loss: 0.453 R 0.472 F 0.435][D acc: 0.812 R 0.750 F 0.875][G loss: 1.414 acc: 0.125] 0:01:31.682042 2114 [D loss: 0.695 R 0.610 F 0.781][D acc: 0.648 R 0.672 F 0.625][G loss: 1.466 acc: 0.047] 0:01:31.758867 2115 [D loss: 0.544 R 0.634 F 0.454][D acc: 0.742 R 0.609 F 0.875][G loss: 1.401 acc: 0.062] 0:01:31.835609 2116 [D loss: 0.476 R 0.539 F 0.412][D acc: 0.789 R 0.672 F 0.906][G loss: 1.548 acc: 0.125] 0:01:31.908850 2117 [D loss: 0.478 R 0.545 F 0.411][D acc: 0.797 R 0.734 F 0.859][G loss: 1.509 acc: 0.078] 0:01:31.984843 2118 [D loss: 0.556 R 0.573 F 0.539][D acc: 0.719 R 0.672 F 0.766][G loss: 1.524 acc: 0.141] 0:01:32.073522 2119 [D loss: 0.640 R 0.653 F 0.626][D acc: 0.617 R 0.562 F 0.672][G loss: 1.390 acc: 0.109] 0:01:32.150663 2120 [D loss: 0.593 R 0.662 F 0.524][D acc: 0.695 R 0.609 F 0.781][G loss: 1.388 acc: 0.156] 0:01:32.226330 2121 [D loss: 0.536 R 0.589 F 0.484][D acc: 0.711 R 0.609 F 0.812][G loss: 1.366 acc: 0.094] 0:01:32.306988 2122 [D loss: 0.496 R 0.457 F 0.536][D acc: 0.734 R 0.719 F 0.750][G loss: 1.374 acc: 0.203] 0:01:32.380047 2123 [D loss: 0.553 R 0.540 F 0.566][D acc: 0.719 R 0.672 F 0.766][G loss: 1.495 acc: 0.062] 0:01:32.453729 2124 [D loss: 0.559 R 0.605 F 0.514][D acc: 0.711 R 0.625 F 0.797][G loss: 1.411 acc: 0.062] 0:01:32.531088 2125 [D loss: 0.450 R 0.454 F 0.447][D acc: 0.797 R 0.719 F 0.875][G loss: 1.366 acc: 0.078] 0:01:32.603163 2126 [D loss: 0.523 R 0.492 F 0.553][D acc: 0.742 R 0.688 F 0.797][G loss: 1.620 acc: 0.109] 0:01:32.675345 2127 [D loss: 0.535 R 0.646 F 0.424][D acc: 0.719 R 0.594 F 0.844][G loss: 1.501 acc: 0.078] 0:01:32.757617 2128 [D loss: 0.514 R 0.513 F 0.515][D acc: 0.758 R 0.703 F 0.812][G loss: 1.457 acc: 0.078] 0:01:32.830063 2129 [D loss: 0.526 R 0.551 F 0.501][D acc: 0.773 R 0.719 F 0.828][G loss: 1.334 acc: 0.125] 0:01:32.903762 2130 [D loss: 0.424 R 0.450 F 0.398][D acc: 0.828 R 0.781 F 0.875][G loss: 1.505 acc: 0.062] 0:01:32.990159 2131 [D loss: 0.543 R 0.462 F 0.624][D acc: 0.742 R 0.734 F 0.750][G loss: 1.526 acc: 0.109] 0:01:33.064074 2132 [D loss: 0.571 R 0.555 F 0.588][D acc: 0.727 R 0.672 F 0.781][G loss: 1.469 acc: 0.047] 0:01:33.137143 2133 [D loss: 0.500 R 0.525 F 0.475][D acc: 0.750 R 0.672 F 0.828][G loss: 1.466 acc: 0.078] 0:01:33.222420 2134 [D loss: 0.519 R 0.510 F 0.529][D acc: 0.711 R 0.688 F 0.734][G loss: 1.393 acc: 0.141] 0:01:33.298647 2135 [D loss: 0.608 R 0.634 F 0.583][D acc: 0.688 R 0.641 F 0.734][G loss: 1.498 acc: 0.094] 0:01:33.381632 2136 [D loss: 0.523 R 0.556 F 0.491][D acc: 0.711 R 0.625 F 0.797][G loss: 1.381 acc: 0.094] 0:01:33.464783 2137 [D loss: 0.577 R 0.653 F 0.501][D acc: 0.648 R 0.516 F 0.781][G loss: 1.457 acc: 0.078] 0:01:33.536551 2138 [D loss: 0.524 R 0.503 F 0.546][D acc: 0.742 R 0.656 F 0.828][G loss: 1.361 acc: 0.125] 0:01:33.609064 2139 [D loss: 0.449 R 0.500 F 0.398][D acc: 0.805 R 0.672 F 0.938][G loss: 1.345 acc: 0.172] 0:01:33.704806 2140 [D loss: 0.462 R 0.539 F 0.385][D acc: 0.805 R 0.703 F 0.906][G loss: 1.381 acc: 0.078] 0:01:33.780523 2141 [D loss: 0.392 R 0.297 F 0.487][D acc: 0.836 R 0.844 F 0.828][G loss: 1.512 acc: 0.109] 0:01:33.855718 2142 [D loss: 0.478 R 0.461 F 0.494][D acc: 0.758 R 0.734 F 0.781][G loss: 1.500 acc: 0.094] 0:01:33.939442 2143 [D loss: 0.466 R 0.316 F 0.616][D acc: 0.758 R 0.828 F 0.688][G loss: 1.574 acc: 0.094] 0:01:34.017513 2144 [D loss: 0.547 R 0.666 F 0.427][D acc: 0.719 R 0.547 F 0.891][G loss: 1.697 acc: 0.078] 0:01:34.113534 2145 [D loss: 0.582 R 0.640 F 0.524][D acc: 0.703 R 0.656 F 0.750][G loss: 1.357 acc: 0.109] 0:01:34.189791 2146 [D loss: 0.514 R 0.478 F 0.551][D acc: 0.727 R 0.734 F 0.719][G loss: 1.488 acc: 0.094] 0:01:34.264659 2147 [D loss: 0.576 R 0.630 F 0.521][D acc: 0.719 R 0.656 F 0.781][G loss: 1.422 acc: 0.156] 0:01:34.340882 2148 [D loss: 0.555 R 0.541 F 0.569][D acc: 0.688 R 0.672 F 0.703][G loss: 1.402 acc: 0.094] 0:01:34.418396 2149 [D loss: 0.474 R 0.469 F 0.478][D acc: 0.758 R 0.734 F 0.781][G loss: 1.454 acc: 0.094] 0:01:34.490880 2150 [D loss: 0.584 R 0.664 F 0.504][D acc: 0.727 R 0.656 F 0.797][G loss: 1.450 acc: 0.094] 0:01:34.564197 2151 [D loss: 0.480 R 0.504 F 0.456][D acc: 0.781 R 0.719 F 0.844][G loss: 1.362 acc: 0.078] 0:01:34.656926 2152 [D loss: 0.530 R 0.522 F 0.537][D acc: 0.695 R 0.625 F 0.766][G loss: 1.548 acc: 0.062] 0:01:34.735210 2153 [D loss: 0.610 R 0.545 F 0.675][D acc: 0.672 R 0.688 F 0.656][G loss: 1.437 acc: 0.094] 0:01:34.829763 2154 [D loss: 0.582 R 0.549 F 0.615][D acc: 0.648 R 0.609 F 0.688][G loss: 1.315 acc: 0.078] 0:01:34.912286 2155 [D loss: 0.457 R 0.486 F 0.428][D acc: 0.828 R 0.750 F 0.906][G loss: 1.429 acc: 0.094] 0:01:34.985684 2156 [D loss: 0.469 R 0.439 F 0.500][D acc: 0.766 R 0.766 F 0.766][G loss: 1.470 acc: 0.094] 0:01:35.060475 2157 [D loss: 0.562 R 0.588 F 0.536][D acc: 0.648 R 0.594 F 0.703][G loss: 1.436 acc: 0.125] 0:01:35.137597 2158 [D loss: 0.540 R 0.585 F 0.496][D acc: 0.750 R 0.672 F 0.828][G loss: 1.392 acc: 0.094] 0:01:35.210325 2159 [D loss: 0.540 R 0.613 F 0.467][D acc: 0.719 R 0.625 F 0.812][G loss: 1.395 acc: 0.156] 0:01:35.281549 2160 [D loss: 0.579 R 0.536 F 0.623][D acc: 0.734 R 0.672 F 0.797][G loss: 1.452 acc: 0.094] 0:01:35.374599 2161 [D loss: 0.655 R 0.645 F 0.666][D acc: 0.688 R 0.672 F 0.703][G loss: 1.394 acc: 0.078] 0:01:35.451584 2162 [D loss: 0.533 R 0.480 F 0.585][D acc: 0.703 R 0.703 F 0.703][G loss: 1.328 acc: 0.172] 0:01:35.532379 2163 [D loss: 0.504 R 0.516 F 0.492][D acc: 0.719 R 0.641 F 0.797][G loss: 1.355 acc: 0.062] 0:01:35.610197 2164 [D loss: 0.485 R 0.524 F 0.445][D acc: 0.742 R 0.672 F 0.812][G loss: 1.417 acc: 0.125] 0:01:35.688431 2165 [D loss: 0.448 R 0.445 F 0.451][D acc: 0.797 R 0.750 F 0.844][G loss: 1.363 acc: 0.109] 0:01:35.761108 2166 [D loss: 0.618 R 0.599 F 0.638][D acc: 0.656 R 0.609 F 0.703][G loss: 1.347 acc: 0.062] 0:01:35.836709 2167 [D loss: 0.576 R 0.611 F 0.542][D acc: 0.680 R 0.562 F 0.797][G loss: 1.299 acc: 0.094] 0:01:35.909710 2168 [D loss: 0.478 R 0.461 F 0.494][D acc: 0.773 R 0.766 F 0.781][G loss: 1.158 acc: 0.156] 0:01:35.984537 2169 [D loss: 0.522 R 0.528 F 0.515][D acc: 0.758 R 0.672 F 0.844][G loss: 1.277 acc: 0.156] 0:01:36.071723 2170 [D loss: 0.539 R 0.563 F 0.514][D acc: 0.695 R 0.641 F 0.750][G loss: 1.404 acc: 0.141] 0:01:36.145395 2171 [D loss: 0.591 R 0.472 F 0.709][D acc: 0.711 R 0.703 F 0.719][G loss: 1.394 acc: 0.078] 0:01:36.224555 2172 [D loss: 0.533 R 0.566 F 0.500][D acc: 0.680 R 0.594 F 0.766][G loss: 1.411 acc: 0.125] 0:01:36.300713 2173 [D loss: 0.463 R 0.420 F 0.507][D acc: 0.758 R 0.734 F 0.781][G loss: 1.409 acc: 0.094] 0:01:36.382670 2174 [D loss: 0.510 R 0.542 F 0.478][D acc: 0.711 R 0.625 F 0.797][G loss: 1.390 acc: 0.109] 0:01:36.456600 2175 [D loss: 0.506 R 0.561 F 0.452][D acc: 0.750 R 0.656 F 0.844][G loss: 1.311 acc: 0.125] 0:01:36.532435 2176 [D loss: 0.487 R 0.462 F 0.513][D acc: 0.758 R 0.703 F 0.812][G loss: 1.454 acc: 0.109] 0:01:36.611447 2177 [D loss: 0.596 R 0.506 F 0.685][D acc: 0.742 R 0.750 F 0.734][G loss: 1.456 acc: 0.094] 0:01:36.692647 2178 [D loss: 0.585 R 0.671 F 0.498][D acc: 0.664 R 0.531 F 0.797][G loss: 1.413 acc: 0.141] 0:01:36.768732 2179 [D loss: 0.543 R 0.461 F 0.624][D acc: 0.727 R 0.719 F 0.734][G loss: 1.468 acc: 0.078] 0:01:36.852186 2180 [D loss: 0.469 R 0.556 F 0.382][D acc: 0.742 R 0.594 F 0.891][G loss: 1.575 acc: 0.109] 0:01:36.926951 2181 [D loss: 0.484 R 0.349 F 0.620][D acc: 0.742 R 0.781 F 0.703][G loss: 1.366 acc: 0.078] 0:01:37.007877 2182 [D loss: 0.520 R 0.561 F 0.479][D acc: 0.758 R 0.656 F 0.859][G loss: 1.372 acc: 0.062] 0:01:37.089824 2183 [D loss: 0.605 R 0.646 F 0.565][D acc: 0.719 R 0.641 F 0.797][G loss: 1.491 acc: 0.109] 0:01:37.164265 2184 [D loss: 0.444 R 0.445 F 0.442][D acc: 0.789 R 0.719 F 0.859][G loss: 1.620 acc: 0.047] 0:01:37.241926 2185 [D loss: 0.514 R 0.452 F 0.575][D acc: 0.703 R 0.672 F 0.734][G loss: 1.454 acc: 0.078] 0:01:37.320981 2186 [D loss: 0.600 R 0.557 F 0.643][D acc: 0.656 R 0.594 F 0.719][G loss: 1.467 acc: 0.078] 0:01:37.397915 2187 [D loss: 0.553 R 0.533 F 0.573][D acc: 0.742 R 0.734 F 0.750][G loss: 1.319 acc: 0.156] 0:01:37.476973 2188 [D loss: 0.536 R 0.604 F 0.468][D acc: 0.664 R 0.547 F 0.781][G loss: 1.527 acc: 0.047] 0:01:37.555604 2189 [D loss: 0.578 R 0.602 F 0.554][D acc: 0.727 R 0.656 F 0.797][G loss: 1.460 acc: 0.094] 0:01:37.627438 2190 [D loss: 0.552 R 0.627 F 0.477][D acc: 0.711 R 0.641 F 0.781][G loss: 1.381 acc: 0.031] 0:01:37.706030 2191 [D loss: 0.524 R 0.561 F 0.486][D acc: 0.727 R 0.625 F 0.828][G loss: 1.450 acc: 0.109] 0:01:37.786349 2192 [D loss: 0.622 R 0.789 F 0.454][D acc: 0.711 R 0.547 F 0.875][G loss: 1.492 acc: 0.094] 0:01:37.860578 2193 [D loss: 0.573 R 0.638 F 0.508][D acc: 0.719 R 0.609 F 0.828][G loss: 1.521 acc: 0.109] 0:01:37.935741 2194 [D loss: 0.578 R 0.597 F 0.559][D acc: 0.727 R 0.625 F 0.828][G loss: 1.418 acc: 0.094] 0:01:38.007668 2195 [D loss: 0.605 R 0.543 F 0.667][D acc: 0.719 R 0.656 F 0.781][G loss: 1.214 acc: 0.109] 0:01:38.088426 2196 [D loss: 0.545 R 0.520 F 0.570][D acc: 0.766 R 0.734 F 0.797][G loss: 1.292 acc: 0.141] 0:01:38.167077 2197 [D loss: 0.546 R 0.573 F 0.519][D acc: 0.750 R 0.656 F 0.844][G loss: 1.465 acc: 0.078] 0:01:38.247317 2198 [D loss: 0.574 R 0.598 F 0.550][D acc: 0.734 R 0.656 F 0.812][G loss: 1.357 acc: 0.047] 0:01:38.322826 2199 [D loss: 0.556 R 0.596 F 0.516][D acc: 0.727 R 0.641 F 0.812][G loss: 1.293 acc: 0.078] 0:01:38.400260 2200 [D loss: 0.460 R 0.423 F 0.498][D acc: 0.766 R 0.766 F 0.766][G loss: 1.436 acc: 0.125] 0:01:38.475245 2201 [D loss: 0.596 R 0.681 F 0.511][D acc: 0.695 R 0.531 F 0.859][G loss: 1.329 acc: 0.031] 0:01:38.551561 2202 [D loss: 0.566 R 0.540 F 0.593][D acc: 0.656 R 0.625 F 0.688][G loss: 1.415 acc: 0.062] 0:01:38.626660 2203 [D loss: 0.559 R 0.519 F 0.599][D acc: 0.742 R 0.672 F 0.812][G loss: 1.425 acc: 0.078] 0:01:38.699883 2204 [D loss: 0.552 R 0.616 F 0.489][D acc: 0.711 R 0.562 F 0.859][G loss: 1.361 acc: 0.047] 0:01:38.771493 2205 [D loss: 0.482 R 0.459 F 0.506][D acc: 0.766 R 0.719 F 0.812][G loss: 1.282 acc: 0.094] 0:01:38.853856 2206 [D loss: 0.565 R 0.564 F 0.566][D acc: 0.688 R 0.625 F 0.750][G loss: 1.333 acc: 0.078] 0:01:38.946400 2207 [D loss: 0.575 R 0.564 F 0.586][D acc: 0.695 R 0.625 F 0.766][G loss: 1.351 acc: 0.094] 0:01:39.018408 2208 [D loss: 0.525 R 0.509 F 0.540][D acc: 0.773 R 0.734 F 0.812][G loss: 1.315 acc: 0.094] 0:01:39.101426 2209 [D loss: 0.618 R 0.606 F 0.630][D acc: 0.625 R 0.578 F 0.672][G loss: 1.435 acc: 0.062] 0:01:39.174801 2210 [D loss: 0.658 R 0.761 F 0.556][D acc: 0.633 R 0.500 F 0.766][G loss: 1.245 acc: 0.078] 0:01:39.247629 2211 [D loss: 0.617 R 0.678 F 0.555][D acc: 0.672 R 0.531 F 0.812][G loss: 1.184 acc: 0.156] 0:01:39.343889 2212 [D loss: 0.559 R 0.490 F 0.628][D acc: 0.727 R 0.703 F 0.750][G loss: 1.269 acc: 0.094] 0:01:39.419827 2213 [D loss: 0.560 R 0.491 F 0.628][D acc: 0.703 R 0.719 F 0.688][G loss: 1.302 acc: 0.172] 0:01:39.501312 2214 [D loss: 0.492 R 0.499 F 0.486][D acc: 0.773 R 0.719 F 0.828][G loss: 1.478 acc: 0.141] 0:01:39.584992 2215 [D loss: 0.532 R 0.456 F 0.607][D acc: 0.719 R 0.719 F 0.719][G loss: 1.406 acc: 0.125] 0:01:39.655523 2216 [D loss: 0.568 R 0.632 F 0.504][D acc: 0.734 R 0.641 F 0.828][G loss: 1.309 acc: 0.156] 0:01:39.728393 2217 [D loss: 0.467 R 0.519 F 0.415][D acc: 0.805 R 0.719 F 0.891][G loss: 1.452 acc: 0.094] 0:01:39.800043 2218 [D loss: 0.510 R 0.487 F 0.532][D acc: 0.734 R 0.688 F 0.781][G loss: 1.269 acc: 0.141] 0:01:39.872795 2219 [D loss: 0.521 R 0.530 F 0.511][D acc: 0.719 R 0.625 F 0.812][G loss: 1.455 acc: 0.109] 0:01:39.944767 2220 [D loss: 0.490 R 0.506 F 0.474][D acc: 0.781 R 0.703 F 0.859][G loss: 1.405 acc: 0.094] 0:01:40.019122 2221 [D loss: 0.472 R 0.403 F 0.541][D acc: 0.812 R 0.750 F 0.875][G loss: 1.431 acc: 0.094] 0:01:40.114602 2222 [D loss: 0.592 R 0.634 F 0.550][D acc: 0.633 R 0.547 F 0.719][G loss: 1.533 acc: 0.078] 0:01:40.186997 2223 [D loss: 0.476 R 0.465 F 0.488][D acc: 0.758 R 0.719 F 0.797][G loss: 1.434 acc: 0.156] 0:01:40.268394 2224 [D loss: 0.588 R 0.619 F 0.557][D acc: 0.711 R 0.609 F 0.812][G loss: 1.476 acc: 0.094] 0:01:40.346524 2225 [D loss: 0.610 R 0.514 F 0.706][D acc: 0.664 R 0.688 F 0.641][G loss: 1.371 acc: 0.125] 0:01:40.418395 2226 [D loss: 0.582 R 0.699 F 0.465][D acc: 0.719 R 0.547 F 0.891][G loss: 1.384 acc: 0.078] 0:01:40.494460 2227 [D loss: 0.568 R 0.604 F 0.533][D acc: 0.695 R 0.609 F 0.781][G loss: 1.469 acc: 0.094] 0:01:40.565866 2228 [D loss: 0.547 R 0.540 F 0.554][D acc: 0.727 R 0.672 F 0.781][G loss: 1.321 acc: 0.094] 0:01:40.640902 2229 [D loss: 0.507 R 0.495 F 0.519][D acc: 0.742 R 0.703 F 0.781][G loss: 1.440 acc: 0.062] 0:01:40.734051 2230 [D loss: 0.504 R 0.491 F 0.518][D acc: 0.781 R 0.719 F 0.844][G loss: 1.509 acc: 0.062] 0:01:40.812528 2231 [D loss: 0.552 R 0.600 F 0.504][D acc: 0.734 R 0.641 F 0.828][G loss: 1.537 acc: 0.078] 0:01:40.895197 2232 [D loss: 0.545 R 0.480 F 0.611][D acc: 0.734 R 0.688 F 0.781][G loss: 1.365 acc: 0.094] 0:01:40.972333 2233 [D loss: 0.538 R 0.535 F 0.540][D acc: 0.758 R 0.703 F 0.812][G loss: 1.440 acc: 0.031] 0:01:41.043559 2234 [D loss: 0.550 R 0.670 F 0.430][D acc: 0.688 R 0.531 F 0.844][G loss: 1.253 acc: 0.156] 0:01:41.119754 2235 [D loss: 0.562 R 0.462 F 0.663][D acc: 0.703 R 0.719 F 0.688][G loss: 1.517 acc: 0.141] 0:01:41.198525 2236 [D loss: 0.564 R 0.632 F 0.496][D acc: 0.719 R 0.594 F 0.844][G loss: 1.397 acc: 0.078] 0:01:41.279396 2237 [D loss: 0.563 R 0.689 F 0.438][D acc: 0.742 R 0.578 F 0.906][G loss: 1.353 acc: 0.109] 0:01:41.355035 2238 [D loss: 0.450 R 0.406 F 0.493][D acc: 0.773 R 0.734 F 0.812][G loss: 1.368 acc: 0.125] 0:01:41.430967 2239 [D loss: 0.602 R 0.593 F 0.611][D acc: 0.664 R 0.625 F 0.703][G loss: 1.346 acc: 0.125] 0:01:41.510211 2240 [D loss: 0.567 R 0.525 F 0.608][D acc: 0.672 R 0.656 F 0.688][G loss: 1.455 acc: 0.141] 0:01:41.591128 2241 [D loss: 0.569 R 0.656 F 0.482][D acc: 0.727 R 0.562 F 0.891][G loss: 1.404 acc: 0.062] 0:01:41.671718 2242 [D loss: 0.505 R 0.533 F 0.477][D acc: 0.766 R 0.719 F 0.812][G loss: 1.269 acc: 0.234] 0:01:41.765687 2243 [D loss: 0.539 R 0.492 F 0.585][D acc: 0.742 R 0.688 F 0.797][G loss: 1.457 acc: 0.109] 0:01:41.837949 2244 [D loss: 0.555 R 0.596 F 0.513][D acc: 0.742 R 0.656 F 0.828][G loss: 1.352 acc: 0.172] 0:01:41.914651 2245 [D loss: 0.548 R 0.462 F 0.634][D acc: 0.695 R 0.766 F 0.625][G loss: 1.300 acc: 0.125] 0:01:42.004209 2246 [D loss: 0.556 R 0.578 F 0.534][D acc: 0.688 R 0.656 F 0.719][G loss: 1.490 acc: 0.078] 0:01:42.078521 2247 [D loss: 0.526 R 0.520 F 0.532][D acc: 0.789 R 0.734 F 0.844][G loss: 1.177 acc: 0.203] 0:01:42.155686 2248 [D loss: 0.541 R 0.581 F 0.500][D acc: 0.719 R 0.641 F 0.797][G loss: 1.315 acc: 0.125] 0:01:42.231722 2249 [D loss: 0.627 R 0.523 F 0.731][D acc: 0.703 R 0.703 F 0.703][G loss: 1.363 acc: 0.125] 0:01:42.308546 2250 [D loss: 0.599 R 0.682 F 0.515][D acc: 0.703 R 0.625 F 0.781][G loss: 1.293 acc: 0.188] 0:01:42.392898 2251 [D loss: 0.511 R 0.508 F 0.514][D acc: 0.805 R 0.750 F 0.859][G loss: 1.474 acc: 0.062] 0:01:42.467252 2252 [D loss: 0.526 R 0.487 F 0.565][D acc: 0.750 R 0.734 F 0.766][G loss: 1.542 acc: 0.047] 0:01:42.539740 2253 [D loss: 0.484 R 0.545 F 0.423][D acc: 0.766 R 0.688 F 0.844][G loss: 1.451 acc: 0.078] 0:01:42.615098 2254 [D loss: 0.542 R 0.494 F 0.590][D acc: 0.703 R 0.688 F 0.719][G loss: 1.448 acc: 0.094] 0:01:42.688804 2255 [D loss: 0.496 R 0.535 F 0.456][D acc: 0.727 R 0.641 F 0.812][G loss: 1.437 acc: 0.047] 0:01:42.762458 2256 [D loss: 0.500 R 0.499 F 0.501][D acc: 0.734 R 0.703 F 0.766][G loss: 1.329 acc: 0.109] 0:01:42.837098 2257 [D loss: 0.474 R 0.505 F 0.444][D acc: 0.797 R 0.734 F 0.859][G loss: 1.546 acc: 0.062] 0:01:42.919308 2258 [D loss: 0.533 R 0.587 F 0.479][D acc: 0.672 R 0.562 F 0.781][G loss: 1.285 acc: 0.109] 0:01:42.995839 2259 [D loss: 0.522 R 0.437 F 0.606][D acc: 0.781 R 0.781 F 0.781][G loss: 1.357 acc: 0.094] 0:01:43.087224 2260 [D loss: 0.457 R 0.492 F 0.423][D acc: 0.812 R 0.719 F 0.906][G loss: 1.490 acc: 0.078] 0:01:43.161514 2261 [D loss: 0.598 R 0.624 F 0.571][D acc: 0.734 R 0.656 F 0.812][G loss: 1.342 acc: 0.094] 0:01:43.234270 2262 [D loss: 0.477 R 0.505 F 0.449][D acc: 0.750 R 0.672 F 0.828][G loss: 1.459 acc: 0.156] 0:01:43.317435 2263 [D loss: 0.500 R 0.454 F 0.546][D acc: 0.781 R 0.781 F 0.781][G loss: 1.401 acc: 0.094] 0:01:43.391174 2264 [D loss: 0.471 R 0.468 F 0.474][D acc: 0.742 R 0.672 F 0.812][G loss: 1.488 acc: 0.094] 0:01:43.463823 2265 [D loss: 0.439 R 0.449 F 0.429][D acc: 0.812 R 0.703 F 0.922][G loss: 1.627 acc: 0.109] 0:01:43.543742 2266 [D loss: 0.618 R 0.694 F 0.543][D acc: 0.711 R 0.609 F 0.812][G loss: 1.536 acc: 0.047] 0:01:43.620399 2267 [D loss: 0.679 R 0.776 F 0.582][D acc: 0.656 R 0.531 F 0.781][G loss: 1.465 acc: 0.031] 0:01:43.691685 2268 [D loss: 0.545 R 0.590 F 0.500][D acc: 0.703 R 0.594 F 0.812][G loss: 1.389 acc: 0.094] 0:01:43.767100 2269 [D loss: 0.549 R 0.443 F 0.654][D acc: 0.805 R 0.766 F 0.844][G loss: 1.349 acc: 0.078] 0:01:43.839298 2270 [D loss: 0.510 R 0.521 F 0.500][D acc: 0.820 R 0.766 F 0.875][G loss: 1.391 acc: 0.141] 0:01:43.912775 2271 [D loss: 0.543 R 0.558 F 0.529][D acc: 0.727 R 0.625 F 0.828][G loss: 1.464 acc: 0.094] 0:01:43.994468 2272 [D loss: 0.540 R 0.599 F 0.481][D acc: 0.727 R 0.688 F 0.766][G loss: 1.309 acc: 0.125] 0:01:44.068997 2273 [D loss: 0.559 R 0.575 F 0.544][D acc: 0.719 R 0.672 F 0.766][G loss: 1.291 acc: 0.141] 0:01:44.159559 2274 [D loss: 0.477 R 0.331 F 0.623][D acc: 0.781 R 0.812 F 0.750][G loss: 1.513 acc: 0.156] 0:01:44.238791 2275 [D loss: 0.576 R 0.606 F 0.545][D acc: 0.703 R 0.656 F 0.750][G loss: 1.303 acc: 0.109] 0:01:44.321440 2276 [D loss: 0.464 R 0.507 F 0.421][D acc: 0.773 R 0.656 F 0.891][G loss: 1.334 acc: 0.125] 0:01:44.393701 2277 [D loss: 0.637 R 0.585 F 0.689][D acc: 0.633 R 0.594 F 0.672][G loss: 1.307 acc: 0.172] 0:01:44.469426 2278 [D loss: 0.577 R 0.616 F 0.538][D acc: 0.711 R 0.672 F 0.750][G loss: 1.437 acc: 0.094] 0:01:44.541523 2279 [D loss: 0.502 R 0.513 F 0.492][D acc: 0.758 R 0.719 F 0.797][G loss: 1.560 acc: 0.062] 0:01:44.617411 2280 [D loss: 0.482 R 0.491 F 0.472][D acc: 0.734 R 0.625 F 0.844][G loss: 1.450 acc: 0.047] 0:01:44.713978 2281 [D loss: 0.558 R 0.482 F 0.633][D acc: 0.719 R 0.703 F 0.734][G loss: 1.480 acc: 0.078] 0:01:44.789702 2282 [D loss: 0.493 R 0.607 F 0.378][D acc: 0.781 R 0.672 F 0.891][G loss: 1.393 acc: 0.031] 0:01:44.864679 2283 [D loss: 0.528 R 0.618 F 0.438][D acc: 0.773 R 0.641 F 0.906][G loss: 1.252 acc: 0.125] 0:01:44.955317 2284 [D loss: 0.539 R 0.474 F 0.604][D acc: 0.742 R 0.688 F 0.797][G loss: 1.455 acc: 0.094] 0:01:45.047504 2285 [D loss: 0.512 R 0.524 F 0.500][D acc: 0.742 R 0.688 F 0.797][G loss: 1.446 acc: 0.094] 0:01:45.146462 2286 [D loss: 0.487 R 0.428 F 0.546][D acc: 0.727 R 0.703 F 0.750][G loss: 1.552 acc: 0.031] 0:01:45.244286 2287 [D loss: 0.549 R 0.546 F 0.553][D acc: 0.734 R 0.641 F 0.828][G loss: 1.535 acc: 0.094] 0:01:45.320548 2288 [D loss: 0.530 R 0.583 F 0.477][D acc: 0.727 R 0.625 F 0.828][G loss: 1.409 acc: 0.141] 0:01:45.390723 2289 [D loss: 0.540 R 0.615 F 0.466][D acc: 0.727 R 0.609 F 0.844][G loss: 1.385 acc: 0.141] 0:01:45.468018 2290 [D loss: 0.558 R 0.623 F 0.493][D acc: 0.719 R 0.609 F 0.828][G loss: 1.443 acc: 0.078] 0:01:45.537518 2291 [D loss: 0.526 R 0.499 F 0.554][D acc: 0.742 R 0.703 F 0.781][G loss: 1.453 acc: 0.109] 0:01:45.606798 2292 [D loss: 0.490 R 0.517 F 0.463][D acc: 0.758 R 0.703 F 0.812][G loss: 1.509 acc: 0.094] 0:01:45.689678 2293 [D loss: 0.544 R 0.527 F 0.561][D acc: 0.742 R 0.734 F 0.750][G loss: 1.530 acc: 0.031] 0:01:45.762711 2294 [D loss: 0.491 R 0.409 F 0.573][D acc: 0.805 R 0.766 F 0.844][G loss: 1.728 acc: 0.047] 0:01:45.835433 2295 [D loss: 0.494 R 0.537 F 0.451][D acc: 0.789 R 0.703 F 0.875][G loss: 1.658 acc: 0.047] 0:01:45.916733 2296 [D loss: 0.455 R 0.450 F 0.461][D acc: 0.812 R 0.734 F 0.891][G loss: 1.783 acc: 0.047] 0:01:45.992621 2297 [D loss: 0.467 R 0.543 F 0.390][D acc: 0.773 R 0.672 F 0.875][G loss: 1.713 acc: 0.062] 0:01:46.064903 2298 [D loss: 0.601 R 0.613 F 0.590][D acc: 0.773 R 0.719 F 0.828][G loss: 1.594 acc: 0.078] 0:01:46.146016 2299 [D loss: 0.536 R 0.518 F 0.554][D acc: 0.758 R 0.703 F 0.812][G loss: 1.543 acc: 0.125] 0:01:46.222668 2300 [D loss: 0.609 R 0.600 F 0.618][D acc: 0.711 R 0.656 F 0.766][G loss: 1.355 acc: 0.141] 0:01:46.295580 2301 [D loss: 0.556 R 0.480 F 0.631][D acc: 0.766 R 0.734 F 0.797][G loss: 1.563 acc: 0.047] 0:01:46.383532 2302 [D loss: 0.514 R 0.593 F 0.435][D acc: 0.750 R 0.656 F 0.844][G loss: 1.363 acc: 0.062] 0:01:46.477770 2303 [D loss: 0.612 R 0.658 F 0.565][D acc: 0.719 R 0.656 F 0.781][G loss: 1.372 acc: 0.094] 0:01:46.552576 2304 [D loss: 0.567 R 0.665 F 0.469][D acc: 0.688 R 0.594 F 0.781][G loss: 1.391 acc: 0.109] 0:01:46.633481 2305 [D loss: 0.556 R 0.616 F 0.497][D acc: 0.719 R 0.641 F 0.797][G loss: 1.360 acc: 0.094] 0:01:46.706418 2306 [D loss: 0.525 R 0.531 F 0.519][D acc: 0.766 R 0.766 F 0.766][G loss: 1.339 acc: 0.156] 0:01:46.779139 2307 [D loss: 0.561 R 0.544 F 0.578][D acc: 0.688 R 0.641 F 0.734][G loss: 1.517 acc: 0.125] 0:01:46.860636 2308 [D loss: 0.472 R 0.479 F 0.464][D acc: 0.742 R 0.641 F 0.844][G loss: 1.211 acc: 0.094] 0:01:46.934253 2309 [D loss: 0.535 R 0.547 F 0.522][D acc: 0.758 R 0.688 F 0.828][G loss: 1.397 acc: 0.062] 0:01:47.022532 2310 [D loss: 0.621 R 0.672 F 0.569][D acc: 0.672 R 0.594 F 0.750][G loss: 1.254 acc: 0.078] 0:01:47.099025 2311 [D loss: 0.492 R 0.497 F 0.488][D acc: 0.766 R 0.703 F 0.828][G loss: 1.312 acc: 0.062] 0:01:47.188993 2312 [D loss: 0.497 R 0.510 F 0.485][D acc: 0.750 R 0.688 F 0.812][G loss: 1.314 acc: 0.125] 0:01:47.267415 2313 [D loss: 0.575 R 0.573 F 0.576][D acc: 0.672 R 0.609 F 0.734][G loss: 1.228 acc: 0.141] 0:01:47.341753 2314 [D loss: 0.485 R 0.463 F 0.508][D acc: 0.742 R 0.688 F 0.797][G loss: 1.395 acc: 0.156] 0:01:47.415802 2315 [D loss: 0.581 R 0.563 F 0.598][D acc: 0.695 R 0.672 F 0.719][G loss: 1.388 acc: 0.094] 0:01:47.491983 2316 [D loss: 0.505 R 0.542 F 0.468][D acc: 0.727 R 0.625 F 0.828][G loss: 1.366 acc: 0.062] 0:01:47.568007 2317 [D loss: 0.515 R 0.517 F 0.514][D acc: 0.711 R 0.625 F 0.797][G loss: 1.514 acc: 0.078] 0:01:47.639571 2318 [D loss: 0.512 R 0.590 F 0.434][D acc: 0.750 R 0.672 F 0.828][G loss: 1.485 acc: 0.047] 0:01:47.719140 2319 [D loss: 0.515 R 0.499 F 0.531][D acc: 0.789 R 0.750 F 0.828][G loss: 1.428 acc: 0.125] 0:01:47.795862 2320 [D loss: 0.483 R 0.461 F 0.504][D acc: 0.750 R 0.672 F 0.828][G loss: 1.418 acc: 0.094] 0:01:47.868465 2321 [D loss: 0.496 R 0.511 F 0.482][D acc: 0.750 R 0.688 F 0.812][G loss: 1.555 acc: 0.094] 0:01:47.950921 2322 [D loss: 0.477 R 0.528 F 0.426][D acc: 0.766 R 0.703 F 0.828][G loss: 1.570 acc: 0.094] 0:01:48.049144 2323 [D loss: 0.539 R 0.555 F 0.523][D acc: 0.758 R 0.688 F 0.828][G loss: 1.356 acc: 0.125] 0:01:48.125056 2324 [D loss: 0.633 R 0.597 F 0.669][D acc: 0.680 R 0.625 F 0.734][G loss: 1.208 acc: 0.172] 0:01:48.210336 2325 [D loss: 0.511 R 0.533 F 0.488][D acc: 0.742 R 0.656 F 0.828][G loss: 1.658 acc: 0.062] 0:01:48.288523 2326 [D loss: 0.508 R 0.539 F 0.476][D acc: 0.789 R 0.719 F 0.859][G loss: 1.390 acc: 0.141] 0:01:48.367578 2327 [D loss: 0.564 R 0.546 F 0.582][D acc: 0.680 R 0.625 F 0.734][G loss: 1.234 acc: 0.109] 0:01:48.451274 2328 [D loss: 0.592 R 0.536 F 0.648][D acc: 0.711 R 0.672 F 0.750][G loss: 1.255 acc: 0.125] 0:01:48.524231 2329 [D loss: 0.562 R 0.624 F 0.501][D acc: 0.688 R 0.516 F 0.859][G loss: 1.325 acc: 0.031] 0:01:48.595662 2330 [D loss: 0.557 R 0.481 F 0.633][D acc: 0.711 R 0.703 F 0.719][G loss: 1.327 acc: 0.141] 0:01:48.666257 2331 [D loss: 0.500 R 0.567 F 0.433][D acc: 0.766 R 0.688 F 0.844][G loss: 1.447 acc: 0.109] 0:01:48.742434 2332 [D loss: 0.549 R 0.551 F 0.546][D acc: 0.703 R 0.672 F 0.734][G loss: 1.585 acc: 0.047] 0:01:48.816724 2333 [D loss: 0.506 R 0.530 F 0.481][D acc: 0.742 R 0.672 F 0.812][G loss: 1.451 acc: 0.047] 0:01:48.894436 2334 [D loss: 0.558 R 0.612 F 0.504][D acc: 0.711 R 0.625 F 0.797][G loss: 1.529 acc: 0.062] 0:01:48.969710 2335 [D loss: 0.456 R 0.504 F 0.407][D acc: 0.812 R 0.703 F 0.922][G loss: 1.342 acc: 0.219] 0:01:49.047861 2336 [D loss: 0.578 R 0.500 F 0.655][D acc: 0.750 R 0.750 F 0.750][G loss: 1.441 acc: 0.047] 0:01:49.118557 2337 [D loss: 0.439 R 0.451 F 0.427][D acc: 0.812 R 0.734 F 0.891][G loss: 1.775 acc: 0.016] 0:01:49.196899 2338 [D loss: 0.557 R 0.540 F 0.575][D acc: 0.711 R 0.672 F 0.750][G loss: 1.459 acc: 0.078] 0:01:49.276886 2339 [D loss: 0.517 R 0.492 F 0.543][D acc: 0.711 R 0.703 F 0.719][G loss: 1.507 acc: 0.062] 0:01:49.352308 2340 [D loss: 0.529 R 0.564 F 0.494][D acc: 0.695 R 0.609 F 0.781][G loss: 1.516 acc: 0.078] 0:01:49.442988 2341 [D loss: 0.566 R 0.618 F 0.513][D acc: 0.680 R 0.609 F 0.750][G loss: 1.395 acc: 0.109] 0:01:49.517247 2342 [D loss: 0.471 R 0.521 F 0.420][D acc: 0.758 R 0.641 F 0.875][G loss: 1.447 acc: 0.047] 0:01:49.590231 2343 [D loss: 0.567 R 0.506 F 0.627][D acc: 0.758 R 0.734 F 0.781][G loss: 1.610 acc: 0.062] 0:01:49.682982 2344 [D loss: 0.520 R 0.631 F 0.410][D acc: 0.758 R 0.656 F 0.859][G loss: 1.635 acc: 0.062] 0:01:49.767582 2345 [D loss: 0.535 R 0.556 F 0.514][D acc: 0.758 R 0.703 F 0.812][G loss: 1.561 acc: 0.094] 0:01:49.846348 2346 [D loss: 0.632 R 0.663 F 0.600][D acc: 0.648 R 0.578 F 0.719][G loss: 1.415 acc: 0.062] 0:01:49.938260 2347 [D loss: 0.449 R 0.474 F 0.424][D acc: 0.789 R 0.719 F 0.859][G loss: 1.436 acc: 0.062] 0:01:50.013921 2348 [D loss: 0.564 R 0.660 F 0.469][D acc: 0.695 R 0.562 F 0.828][G loss: 1.247 acc: 0.172] 0:01:50.087478 2349 [D loss: 0.533 R 0.537 F 0.529][D acc: 0.734 R 0.656 F 0.812][G loss: 1.421 acc: 0.109] 0:01:50.174992 2350 [D loss: 0.510 R 0.462 F 0.559][D acc: 0.742 R 0.719 F 0.766][G loss: 1.399 acc: 0.125] 0:01:50.252127 2351 [D loss: 0.448 R 0.506 F 0.390][D acc: 0.820 R 0.688 F 0.953][G loss: 1.445 acc: 0.125] 0:01:50.323367 2352 [D loss: 0.378 R 0.378 F 0.379][D acc: 0.844 R 0.797 F 0.891][G loss: 1.515 acc: 0.062] 0:01:50.396558 2353 [D loss: 0.554 R 0.481 F 0.626][D acc: 0.719 R 0.688 F 0.750][G loss: 1.704 acc: 0.031] 0:01:50.475432 2354 [D loss: 0.537 R 0.641 F 0.433][D acc: 0.695 R 0.547 F 0.844][G loss: 1.373 acc: 0.172] 0:01:50.551379 2355 [D loss: 0.481 R 0.445 F 0.517][D acc: 0.812 R 0.797 F 0.828][G loss: 1.469 acc: 0.078] 0:01:50.627652 2356 [D loss: 0.523 R 0.496 F 0.550][D acc: 0.703 R 0.656 F 0.750][G loss: 1.399 acc: 0.109] 0:01:50.705642 2357 [D loss: 0.448 R 0.380 F 0.516][D acc: 0.805 R 0.859 F 0.750][G loss: 1.526 acc: 0.078] 0:01:50.775717 2358 [D loss: 0.540 R 0.566 F 0.513][D acc: 0.711 R 0.656 F 0.766][G loss: 1.454 acc: 0.078] 0:01:50.851239 2359 [D loss: 0.558 R 0.625 F 0.490][D acc: 0.695 R 0.594 F 0.797][G loss: 1.441 acc: 0.141] 0:01:50.928286 2360 [D loss: 0.524 R 0.537 F 0.512][D acc: 0.711 R 0.672 F 0.750][G loss: 1.452 acc: 0.125] 0:01:51.001906 2361 [D loss: 0.509 R 0.550 F 0.468][D acc: 0.719 R 0.641 F 0.797][G loss: 1.524 acc: 0.062] 0:01:51.081984 2362 [D loss: 0.549 R 0.435 F 0.664][D acc: 0.734 R 0.688 F 0.781][G loss: 1.327 acc: 0.125] 0:01:51.164984 2363 [D loss: 0.568 R 0.678 F 0.457][D acc: 0.727 R 0.578 F 0.875][G loss: 1.356 acc: 0.062] 0:01:51.241014 2364 [D loss: 0.618 R 0.617 F 0.619][D acc: 0.695 R 0.641 F 0.750][G loss: 1.269 acc: 0.188] 0:01:51.317110 2365 [D loss: 0.543 R 0.573 F 0.514][D acc: 0.734 R 0.641 F 0.828][G loss: 1.376 acc: 0.094] 0:01:51.388293 2366 [D loss: 0.524 R 0.443 F 0.605][D acc: 0.820 R 0.797 F 0.844][G loss: 1.471 acc: 0.141] 0:01:51.462025 2367 [D loss: 0.479 R 0.448 F 0.510][D acc: 0.805 R 0.750 F 0.859][G loss: 1.504 acc: 0.078] 0:01:51.539804 2368 [D loss: 0.529 R 0.620 F 0.438][D acc: 0.727 R 0.625 F 0.828][G loss: 1.619 acc: 0.000] 0:01:51.613258 2369 [D loss: 0.567 R 0.583 F 0.551][D acc: 0.742 R 0.688 F 0.797][G loss: 1.383 acc: 0.109] 0:01:51.695419 2370 [D loss: 0.497 R 0.507 F 0.486][D acc: 0.758 R 0.703 F 0.812][G loss: 1.404 acc: 0.188] 0:01:51.783783 2371 [D loss: 0.536 R 0.417 F 0.655][D acc: 0.781 R 0.797 F 0.766][G loss: 1.508 acc: 0.125] 0:01:51.855479 2372 [D loss: 0.465 R 0.425 F 0.505][D acc: 0.805 R 0.781 F 0.828][G loss: 1.552 acc: 0.078] 0:01:51.929926 2373 [D loss: 0.583 R 0.654 F 0.511][D acc: 0.688 R 0.578 F 0.797][G loss: 1.426 acc: 0.156] 0:01:52.009431 2374 [D loss: 0.555 R 0.617 F 0.492][D acc: 0.750 R 0.609 F 0.891][G loss: 1.622 acc: 0.094] 0:01:52.102970 2375 [D loss: 0.598 R 0.592 F 0.604][D acc: 0.711 R 0.641 F 0.781][G loss: 1.503 acc: 0.094] 0:01:52.180908 2376 [D loss: 0.616 R 0.726 F 0.507][D acc: 0.664 R 0.562 F 0.766][G loss: 1.339 acc: 0.109] 0:01:52.260219 2377 [D loss: 0.534 R 0.597 F 0.470][D acc: 0.711 R 0.609 F 0.812][G loss: 1.425 acc: 0.141] 0:01:52.330929 2378 [D loss: 0.469 R 0.360 F 0.578][D acc: 0.805 R 0.812 F 0.797][G loss: 1.333 acc: 0.172] 0:01:52.401201 2379 [D loss: 0.583 R 0.628 F 0.537][D acc: 0.727 R 0.609 F 0.844][G loss: 1.549 acc: 0.156] 0:01:52.483070 2380 [D loss: 0.449 R 0.443 F 0.456][D acc: 0.805 R 0.766 F 0.844][G loss: 1.504 acc: 0.141] 0:01:52.557831 2381 [D loss: 0.522 R 0.565 F 0.480][D acc: 0.742 R 0.734 F 0.750][G loss: 1.431 acc: 0.078] 0:01:52.630848 2382 [D loss: 0.518 R 0.506 F 0.530][D acc: 0.727 R 0.656 F 0.797][G loss: 1.415 acc: 0.109] 0:01:52.711761 2383 [D loss: 0.472 R 0.450 F 0.494][D acc: 0.766 R 0.719 F 0.812][G loss: 1.434 acc: 0.109] 0:01:52.787707 2384 [D loss: 0.556 R 0.592 F 0.519][D acc: 0.734 R 0.656 F 0.812][G loss: 1.464 acc: 0.094] 0:01:52.874285 2385 [D loss: 0.597 R 0.571 F 0.623][D acc: 0.742 R 0.672 F 0.812][G loss: 1.306 acc: 0.141] 0:01:52.958250 2386 [D loss: 0.591 R 0.577 F 0.606][D acc: 0.727 R 0.656 F 0.797][G loss: 1.295 acc: 0.094] 0:01:53.029638 2387 [D loss: 0.480 R 0.569 F 0.391][D acc: 0.781 R 0.672 F 0.891][G loss: 1.455 acc: 0.188] 0:01:53.100411 2388 [D loss: 0.613 R 0.689 F 0.537][D acc: 0.633 R 0.531 F 0.734][G loss: 1.451 acc: 0.125] 0:01:53.182051 2389 [D loss: 0.445 R 0.455 F 0.434][D acc: 0.797 R 0.734 F 0.859][G loss: 1.298 acc: 0.203] 0:01:53.259048 2390 [D loss: 0.527 R 0.480 F 0.573][D acc: 0.758 R 0.688 F 0.828][G loss: 1.327 acc: 0.156] 0:01:53.329716 2391 [D loss: 0.530 R 0.583 F 0.477][D acc: 0.742 R 0.656 F 0.828][G loss: 1.333 acc: 0.062] 0:01:53.405503 2392 [D loss: 0.534 R 0.529 F 0.538][D acc: 0.773 R 0.672 F 0.875][G loss: 1.413 acc: 0.094] 0:01:53.480222 2393 [D loss: 0.568 R 0.612 F 0.524][D acc: 0.727 R 0.609 F 0.844][G loss: 1.389 acc: 0.141] 0:01:53.569824 2394 [D loss: 0.496 R 0.467 F 0.525][D acc: 0.773 R 0.750 F 0.797][G loss: 1.401 acc: 0.156] 0:01:53.642745 2395 [D loss: 0.482 R 0.488 F 0.475][D acc: 0.758 R 0.672 F 0.844][G loss: 1.327 acc: 0.047] 0:01:53.733453 2396 [D loss: 0.482 R 0.442 F 0.522][D acc: 0.789 R 0.797 F 0.781][G loss: 1.417 acc: 0.078] 0:01:53.805532 2397 [D loss: 0.533 R 0.543 F 0.522][D acc: 0.781 R 0.734 F 0.828][G loss: 1.444 acc: 0.062] 0:01:53.888297 2398 [D loss: 0.517 R 0.410 F 0.624][D acc: 0.781 R 0.781 F 0.781][G loss: 1.476 acc: 0.078] 0:01:53.961662 2399 [D loss: 0.475 R 0.520 F 0.430][D acc: 0.805 R 0.703 F 0.906][G loss: 1.387 acc: 0.094] 0:01:54.032105 2400 [D loss: 0.570 R 0.611 F 0.529][D acc: 0.680 R 0.656 F 0.703][G loss: 1.501 acc: 0.094] 0:01:54.104329 2401 [D loss: 0.455 R 0.344 F 0.567][D acc: 0.820 R 0.828 F 0.812][G loss: 1.470 acc: 0.062] 0:01:54.189523 2402 [D loss: 0.573 R 0.591 F 0.554][D acc: 0.703 R 0.656 F 0.750][G loss: 1.519 acc: 0.062] 0:01:54.280939 2403 [D loss: 0.558 R 0.611 F 0.505][D acc: 0.719 R 0.625 F 0.812][G loss: 1.510 acc: 0.125] 0:01:54.363676 2404 [D loss: 0.552 R 0.493 F 0.612][D acc: 0.742 R 0.734 F 0.750][G loss: 1.551 acc: 0.031] 0:01:54.438280 2405 [D loss: 0.538 R 0.552 F 0.524][D acc: 0.766 R 0.703 F 0.828][G loss: 1.505 acc: 0.125] 0:01:54.517483 2406 [D loss: 0.527 R 0.559 F 0.495][D acc: 0.734 R 0.656 F 0.812][G loss: 1.402 acc: 0.188] 0:01:54.591050 2407 [D loss: 0.628 R 0.669 F 0.586][D acc: 0.648 R 0.562 F 0.734][G loss: 1.388 acc: 0.109] 0:01:54.665127 2408 [D loss: 0.536 R 0.546 F 0.526][D acc: 0.680 R 0.625 F 0.734][G loss: 1.477 acc: 0.078] 0:01:54.737718 2409 [D loss: 0.749 R 0.751 F 0.746][D acc: 0.656 R 0.578 F 0.734][G loss: 1.417 acc: 0.062] 0:01:54.813058 2410 [D loss: 0.570 R 0.609 F 0.531][D acc: 0.703 R 0.594 F 0.812][G loss: 1.363 acc: 0.047] 0:01:54.889216 2411 [D loss: 0.496 R 0.495 F 0.496][D acc: 0.781 R 0.719 F 0.844][G loss: 1.214 acc: 0.188] 0:01:54.961241 2412 [D loss: 0.491 R 0.487 F 0.496][D acc: 0.742 R 0.719 F 0.766][G loss: 1.371 acc: 0.188] 0:01:55.040264 2413 [D loss: 0.645 R 0.580 F 0.710][D acc: 0.656 R 0.688 F 0.625][G loss: 1.447 acc: 0.062] 0:01:55.134018 2414 [D loss: 0.550 R 0.587 F 0.512][D acc: 0.680 R 0.594 F 0.766][G loss: 1.317 acc: 0.125] 0:01:55.219400 2415 [D loss: 0.550 R 0.540 F 0.559][D acc: 0.703 R 0.656 F 0.750][G loss: 1.438 acc: 0.062] 0:01:55.316255 2416 [D loss: 0.541 R 0.592 F 0.489][D acc: 0.734 R 0.656 F 0.812][G loss: 1.352 acc: 0.172] 0:01:55.389847 2417 [D loss: 0.509 R 0.428 F 0.589][D acc: 0.797 R 0.828 F 0.766][G loss: 1.410 acc: 0.156] 0:01:55.460708 2418 [D loss: 0.624 R 0.640 F 0.609][D acc: 0.648 R 0.562 F 0.734][G loss: 1.320 acc: 0.109] 0:01:55.540792 2419 [D loss: 0.546 R 0.612 F 0.480][D acc: 0.750 R 0.656 F 0.844][G loss: 1.379 acc: 0.062] 0:01:55.614679 2420 [D loss: 0.606 R 0.699 F 0.513][D acc: 0.711 R 0.625 F 0.797][G loss: 1.451 acc: 0.031] 0:01:55.688683 2421 [D loss: 0.658 R 0.617 F 0.698][D acc: 0.633 R 0.578 F 0.688][G loss: 1.360 acc: 0.047] 0:01:55.763560 2422 [D loss: 0.524 R 0.551 F 0.498][D acc: 0.719 R 0.656 F 0.781][G loss: 1.323 acc: 0.094] 0:01:55.840431 2423 [D loss: 0.473 R 0.423 F 0.523][D acc: 0.766 R 0.781 F 0.750][G loss: 1.419 acc: 0.094] 0:01:55.935452 2424 [D loss: 0.540 R 0.537 F 0.543][D acc: 0.719 R 0.703 F 0.734][G loss: 1.439 acc: 0.062] 0:01:56.012364 2425 [D loss: 0.519 R 0.562 F 0.477][D acc: 0.695 R 0.609 F 0.781][G loss: 1.428 acc: 0.125] 0:01:56.082873 2426 [D loss: 0.498 R 0.547 F 0.450][D acc: 0.766 R 0.641 F 0.891][G loss: 1.310 acc: 0.109] 0:01:56.154610 2427 [D loss: 0.484 R 0.471 F 0.496][D acc: 0.742 R 0.703 F 0.781][G loss: 1.268 acc: 0.156] 0:01:56.245037 2428 [D loss: 0.586 R 0.609 F 0.563][D acc: 0.727 R 0.641 F 0.812][G loss: 1.431 acc: 0.062] 0:01:56.323073 2429 [D loss: 0.556 R 0.638 F 0.474][D acc: 0.742 R 0.688 F 0.797][G loss: 1.514 acc: 0.125] 0:01:56.395231 2430 [D loss: 0.469 R 0.530 F 0.408][D acc: 0.805 R 0.688 F 0.922][G loss: 1.353 acc: 0.109] 0:01:56.471482 2431 [D loss: 0.537 R 0.461 F 0.613][D acc: 0.773 R 0.734 F 0.812][G loss: 1.490 acc: 0.109] 0:01:56.548134 2432 [D loss: 0.577 R 0.633 F 0.522][D acc: 0.695 R 0.625 F 0.766][G loss: 1.424 acc: 0.016] 0:01:56.619699 2433 [D loss: 0.467 R 0.525 F 0.409][D acc: 0.773 R 0.641 F 0.906][G loss: 1.365 acc: 0.156] 0:01:56.698596 2434 [D loss: 0.464 R 0.418 F 0.510][D acc: 0.766 R 0.797 F 0.734][G loss: 1.554 acc: 0.062] 0:01:56.770192 2435 [D loss: 0.532 R 0.468 F 0.595][D acc: 0.664 R 0.672 F 0.656][G loss: 1.451 acc: 0.109] 0:01:56.841152 2436 [D loss: 0.617 R 0.607 F 0.627][D acc: 0.664 R 0.594 F 0.734][G loss: 1.514 acc: 0.094] 0:01:56.916264 2437 [D loss: 0.619 R 0.711 F 0.528][D acc: 0.719 R 0.594 F 0.844][G loss: 1.366 acc: 0.156] 0:01:56.990984 2438 [D loss: 0.583 R 0.642 F 0.523][D acc: 0.672 R 0.562 F 0.781][G loss: 1.345 acc: 0.109] 0:01:57.063211 2439 [D loss: 0.462 R 0.397 F 0.526][D acc: 0.820 R 0.828 F 0.812][G loss: 1.412 acc: 0.125] 0:01:57.141004 2440 [D loss: 0.510 R 0.496 F 0.524][D acc: 0.734 R 0.734 F 0.734][G loss: 1.458 acc: 0.125] 0:01:57.222356 2441 [D loss: 0.545 R 0.549 F 0.541][D acc: 0.719 R 0.672 F 0.766][G loss: 1.368 acc: 0.125] 0:01:57.298901 2442 [D loss: 0.591 R 0.639 F 0.543][D acc: 0.688 R 0.594 F 0.781][G loss: 1.328 acc: 0.125] 0:01:57.381699 2443 [D loss: 0.514 R 0.536 F 0.493][D acc: 0.719 R 0.641 F 0.797][G loss: 1.272 acc: 0.062] 0:01:57.458291 2444 [D loss: 0.629 R 0.631 F 0.627][D acc: 0.703 R 0.609 F 0.797][G loss: 1.398 acc: 0.062] 0:01:57.532386 2445 [D loss: 0.545 R 0.517 F 0.573][D acc: 0.695 R 0.656 F 0.734][G loss: 1.231 acc: 0.172] 0:01:57.626338 2446 [D loss: 0.493 R 0.485 F 0.501][D acc: 0.742 R 0.656 F 0.828][G loss: 1.340 acc: 0.109] 0:01:57.700085 2447 [D loss: 0.569 R 0.522 F 0.616][D acc: 0.711 R 0.688 F 0.734][G loss: 1.372 acc: 0.141] 0:01:57.772594 2448 [D loss: 0.581 R 0.596 F 0.566][D acc: 0.695 R 0.625 F 0.766][G loss: 1.462 acc: 0.172] 0:01:57.850720 2449 [D loss: 0.516 R 0.537 F 0.495][D acc: 0.742 R 0.641 F 0.844][G loss: 1.409 acc: 0.094] 0:01:57.929020 2450 [D loss: 0.536 R 0.498 F 0.574][D acc: 0.695 R 0.656 F 0.734][G loss: 1.394 acc: 0.078] 0:01:58.007773 2451 [D loss: 0.568 R 0.638 F 0.499][D acc: 0.680 R 0.562 F 0.797][G loss: 1.271 acc: 0.156] 0:01:58.085496 2452 [D loss: 0.633 R 0.622 F 0.644][D acc: 0.680 R 0.641 F 0.719][G loss: 1.313 acc: 0.094] 0:01:58.157435 2453 [D loss: 0.601 R 0.728 F 0.473][D acc: 0.695 R 0.578 F 0.812][G loss: 1.288 acc: 0.062] 0:01:58.238957 2454 [D loss: 0.483 R 0.461 F 0.505][D acc: 0.773 R 0.734 F 0.812][G loss: 1.432 acc: 0.031] 0:01:58.328076 2455 [D loss: 0.541 R 0.525 F 0.556][D acc: 0.734 R 0.656 F 0.812][G loss: 1.333 acc: 0.078] 0:01:58.412845 2456 [D loss: 0.514 R 0.493 F 0.534][D acc: 0.750 R 0.672 F 0.828][G loss: 1.457 acc: 0.062] 0:01:58.491688 2457 [D loss: 0.514 R 0.478 F 0.549][D acc: 0.742 R 0.672 F 0.812][G loss: 1.351 acc: 0.156] 0:01:58.577117 2458 [D loss: 0.587 R 0.596 F 0.577][D acc: 0.656 R 0.562 F 0.750][G loss: 1.342 acc: 0.078] 0:01:58.668677 2459 [D loss: 0.508 R 0.466 F 0.551][D acc: 0.781 R 0.750 F 0.812][G loss: 1.363 acc: 0.109] 0:01:58.744799 2460 [D loss: 0.500 R 0.469 F 0.531][D acc: 0.719 R 0.688 F 0.750][G loss: 1.537 acc: 0.078] 0:01:58.825832 2461 [D loss: 0.523 R 0.567 F 0.478][D acc: 0.781 R 0.656 F 0.906][G loss: 1.316 acc: 0.125] 0:01:58.919169 2462 [D loss: 0.527 R 0.506 F 0.548][D acc: 0.750 R 0.719 F 0.781][G loss: 1.413 acc: 0.078] 0:01:58.992311 2463 [D loss: 0.622 R 0.716 F 0.529][D acc: 0.672 R 0.562 F 0.781][G loss: 1.495 acc: 0.078] 0:01:59.067922 2464 [D loss: 0.427 R 0.459 F 0.395][D acc: 0.789 R 0.719 F 0.859][G loss: 1.437 acc: 0.094] 0:01:59.139917 2465 [D loss: 0.566 R 0.470 F 0.661][D acc: 0.719 R 0.672 F 0.766][G loss: 1.478 acc: 0.094] 0:01:59.212567 2466 [D loss: 0.481 R 0.494 F 0.467][D acc: 0.766 R 0.734 F 0.797][G loss: 1.576 acc: 0.109] 0:01:59.302936 2467 [D loss: 0.560 R 0.593 F 0.527][D acc: 0.734 R 0.703 F 0.766][G loss: 1.441 acc: 0.125] 0:01:59.376341 2468 [D loss: 0.531 R 0.457 F 0.605][D acc: 0.734 R 0.703 F 0.766][G loss: 1.458 acc: 0.031] 0:01:59.466894 2469 [D loss: 0.529 R 0.623 F 0.436][D acc: 0.742 R 0.641 F 0.844][G loss: 1.565 acc: 0.078] 0:01:59.544012 2470 [D loss: 0.569 R 0.547 F 0.591][D acc: 0.742 R 0.672 F 0.812][G loss: 1.502 acc: 0.078] 0:01:59.616784 2471 [D loss: 0.489 R 0.473 F 0.504][D acc: 0.789 R 0.766 F 0.812][G loss: 1.467 acc: 0.047] 0:01:59.706823 2472 [D loss: 0.518 R 0.644 F 0.391][D acc: 0.758 R 0.578 F 0.938][G loss: 1.420 acc: 0.125] 0:01:59.784712 2473 [D loss: 0.565 R 0.511 F 0.619][D acc: 0.688 R 0.656 F 0.719][G loss: 1.360 acc: 0.125] 0:01:59.863749 2474 [D loss: 0.576 R 0.652 F 0.499][D acc: 0.719 R 0.609 F 0.828][G loss: 1.550 acc: 0.031] 0:01:59.941473 2475 [D loss: 0.539 R 0.576 F 0.501][D acc: 0.688 R 0.578 F 0.797][G loss: 1.417 acc: 0.062] 0:02:00.039169 2476 [D loss: 0.491 R 0.477 F 0.505][D acc: 0.750 R 0.750 F 0.750][G loss: 1.373 acc: 0.078] 0:02:00.113020 2477 [D loss: 0.484 R 0.538 F 0.430][D acc: 0.797 R 0.688 F 0.906][G loss: 1.354 acc: 0.078] 0:02:00.185661 2478 [D loss: 0.662 R 0.564 F 0.760][D acc: 0.703 R 0.672 F 0.734][G loss: 1.323 acc: 0.094] 0:02:00.263168 2479 [D loss: 0.476 R 0.510 F 0.443][D acc: 0.773 R 0.703 F 0.844][G loss: 1.467 acc: 0.062] 0:02:00.341339 2480 [D loss: 0.544 R 0.408 F 0.679][D acc: 0.781 R 0.828 F 0.734][G loss: 1.393 acc: 0.172] 0:02:00.416607 2481 [D loss: 0.462 R 0.522 F 0.402][D acc: 0.805 R 0.734 F 0.875][G loss: 1.442 acc: 0.109] 0:02:00.494597 2482 [D loss: 0.553 R 0.508 F 0.597][D acc: 0.734 R 0.734 F 0.734][G loss: 1.593 acc: 0.172] 0:02:00.565696 2483 [D loss: 0.571 R 0.596 F 0.546][D acc: 0.703 R 0.625 F 0.781][G loss: 1.536 acc: 0.047] 0:02:00.638993 2484 [D loss: 0.601 R 0.651 F 0.551][D acc: 0.695 R 0.625 F 0.766][G loss: 1.559 acc: 0.062] 0:02:00.747326 2485 [D loss: 0.545 R 0.611 F 0.479][D acc: 0.672 R 0.594 F 0.750][G loss: 1.535 acc: 0.047] 0:02:00.842044 2486 [D loss: 0.556 R 0.552 F 0.560][D acc: 0.703 R 0.688 F 0.719][G loss: 1.404 acc: 0.188] 0:02:00.920383 2487 [D loss: 0.631 R 0.639 F 0.622][D acc: 0.656 R 0.547 F 0.766][G loss: 1.560 acc: 0.094] 0:02:01.000953 2488 [D loss: 0.518 R 0.604 F 0.431][D acc: 0.719 R 0.625 F 0.812][G loss: 1.444 acc: 0.094] 0:02:01.077305 2489 [D loss: 0.541 R 0.503 F 0.579][D acc: 0.734 R 0.719 F 0.750][G loss: 1.378 acc: 0.125] 0:02:01.148404 2490 [D loss: 0.576 R 0.599 F 0.554][D acc: 0.688 R 0.641 F 0.734][G loss: 1.598 acc: 0.078] 0:02:01.226446 2491 [D loss: 0.647 R 0.755 F 0.539][D acc: 0.648 R 0.531 F 0.766][G loss: 1.306 acc: 0.156] 0:02:01.298325 2492 [D loss: 0.480 R 0.530 F 0.429][D acc: 0.750 R 0.672 F 0.828][G loss: 1.367 acc: 0.125] 0:02:01.397259 2493 [D loss: 0.584 R 0.552 F 0.617][D acc: 0.688 R 0.672 F 0.703][G loss: 1.324 acc: 0.094] 0:02:01.474275 2494 [D loss: 0.497 R 0.549 F 0.444][D acc: 0.789 R 0.703 F 0.875][G loss: 1.277 acc: 0.109] 0:02:01.546893 2495 [D loss: 0.559 R 0.622 F 0.496][D acc: 0.750 R 0.641 F 0.859][G loss: 1.363 acc: 0.125] 0:02:01.621005 2496 [D loss: 0.560 R 0.581 F 0.540][D acc: 0.703 R 0.625 F 0.781][G loss: 1.302 acc: 0.109] 0:02:01.716859 2497 [D loss: 0.572 R 0.679 F 0.465][D acc: 0.688 R 0.547 F 0.828][G loss: 1.320 acc: 0.094] 0:02:01.791793 2498 [D loss: 0.532 R 0.522 F 0.542][D acc: 0.750 R 0.656 F 0.844][G loss: 1.432 acc: 0.094] 0:02:01.863497 2499 [D loss: 0.472 R 0.367 F 0.578][D acc: 0.789 R 0.797 F 0.781][G loss: 1.480 acc: 0.094] 0:02:01.938997 2500 [D loss: 0.600 R 0.658 F 0.543][D acc: 0.633 R 0.531 F 0.734][G loss: 1.294 acc: 0.109] 0:02:02.010265 2501 [D loss: 0.543 R 0.578 F 0.507][D acc: 0.734 R 0.688 F 0.781][G loss: 1.230 acc: 0.125] 0:02:02.086909 2502 [D loss: 0.567 R 0.576 F 0.559][D acc: 0.734 R 0.625 F 0.844][G loss: 1.406 acc: 0.078] 0:02:02.167864 2503 [D loss: 0.492 R 0.437 F 0.548][D acc: 0.766 R 0.766 F 0.766][G loss: 1.622 acc: 0.109] 0:02:02.251589 2504 [D loss: 0.525 R 0.530 F 0.521][D acc: 0.750 R 0.719 F 0.781][G loss: 1.431 acc: 0.094] 0:02:02.347883 2505 [D loss: 0.583 R 0.587 F 0.579][D acc: 0.688 R 0.641 F 0.734][G loss: 1.483 acc: 0.078] 0:02:02.438061 2506 [D loss: 0.488 R 0.502 F 0.474][D acc: 0.719 R 0.641 F 0.797][G loss: 1.458 acc: 0.141] 0:02:02.520264 2507 [D loss: 0.532 R 0.530 F 0.534][D acc: 0.734 R 0.672 F 0.797][G loss: 1.407 acc: 0.188] 0:02:02.596593 2508 [D loss: 0.589 R 0.349 F 0.829][D acc: 0.750 R 0.844 F 0.656][G loss: 1.438 acc: 0.078] 0:02:02.694213 2509 [D loss: 0.605 R 0.790 F 0.419][D acc: 0.680 R 0.516 F 0.844][G loss: 1.488 acc: 0.109] 0:02:02.768306 2510 [D loss: 0.503 R 0.577 F 0.429][D acc: 0.727 R 0.609 F 0.844][G loss: 1.545 acc: 0.125] 0:02:02.848230 2511 [D loss: 0.568 R 0.599 F 0.537][D acc: 0.664 R 0.594 F 0.734][G loss: 1.341 acc: 0.125] 0:02:02.925684 2512 [D loss: 0.470 R 0.532 F 0.409][D acc: 0.758 R 0.656 F 0.859][G loss: 2.036 acc: 0.062] 0:02:03.005806 2513 [D loss: 0.690 R 0.866 F 0.513][D acc: 0.688 R 0.547 F 0.828][G loss: 1.466 acc: 0.141] 0:02:03.094019 2514 [D loss: 0.586 R 0.547 F 0.626][D acc: 0.711 R 0.672 F 0.750][G loss: 1.358 acc: 0.062] 0:02:03.171668 2515 [D loss: 0.591 R 0.677 F 0.506][D acc: 0.703 R 0.578 F 0.828][G loss: 1.373 acc: 0.109] 0:02:03.244021 2516 [D loss: 0.502 R 0.528 F 0.477][D acc: 0.734 R 0.656 F 0.812][G loss: 1.406 acc: 0.031] 0:02:03.318654 2517 [D loss: 0.528 R 0.506 F 0.551][D acc: 0.719 R 0.672 F 0.766][G loss: 1.315 acc: 0.125] 0:02:03.413962 2518 [D loss: 0.560 R 0.590 F 0.530][D acc: 0.688 R 0.547 F 0.828][G loss: 1.292 acc: 0.141] 0:02:03.485803 2519 [D loss: 0.558 R 0.530 F 0.587][D acc: 0.703 R 0.656 F 0.750][G loss: 1.274 acc: 0.094] 0:02:03.561697 2520 [D loss: 0.534 R 0.476 F 0.592][D acc: 0.773 R 0.750 F 0.797][G loss: 1.376 acc: 0.109] 0:02:03.636142 2521 [D loss: 0.525 R 0.510 F 0.539][D acc: 0.719 R 0.641 F 0.797][G loss: 1.298 acc: 0.141] 0:02:03.727457 2522 [D loss: 0.521 R 0.556 F 0.485][D acc: 0.758 R 0.688 F 0.828][G loss: 1.469 acc: 0.062] 0:02:03.800893 2523 [D loss: 0.476 R 0.498 F 0.453][D acc: 0.789 R 0.703 F 0.875][G loss: 1.421 acc: 0.156] 0:02:03.883329 2524 [D loss: 0.544 R 0.558 F 0.529][D acc: 0.703 R 0.656 F 0.750][G loss: 1.775 acc: 0.000] 0:02:03.962558 2525 [D loss: 0.600 R 0.777 F 0.424][D acc: 0.727 R 0.562 F 0.891][G loss: 1.443 acc: 0.094] 0:02:04.041485 2526 [D loss: 0.474 R 0.384 F 0.564][D acc: 0.781 R 0.781 F 0.781][G loss: 1.374 acc: 0.047] 0:02:04.118591 2527 [D loss: 0.577 R 0.670 F 0.484][D acc: 0.703 R 0.594 F 0.812][G loss: 1.439 acc: 0.094] 0:02:04.197713 2528 [D loss: 0.538 R 0.623 F 0.453][D acc: 0.727 R 0.594 F 0.859][G loss: 1.303 acc: 0.062] 0:02:04.270206 2529 [D loss: 0.504 R 0.483 F 0.525][D acc: 0.750 R 0.703 F 0.797][G loss: 1.321 acc: 0.062] 0:02:04.350751 2530 [D loss: 0.462 R 0.464 F 0.460][D acc: 0.805 R 0.719 F 0.891][G loss: 1.330 acc: 0.125] 0:02:04.438872 2531 [D loss: 0.523 R 0.529 F 0.518][D acc: 0.750 R 0.703 F 0.797][G loss: 1.320 acc: 0.094] 0:02:04.516052 2532 [D loss: 0.544 R 0.519 F 0.569][D acc: 0.727 R 0.672 F 0.781][G loss: 1.466 acc: 0.078] 0:02:04.595052 2533 [D loss: 0.556 R 0.537 F 0.575][D acc: 0.727 R 0.719 F 0.734][G loss: 1.383 acc: 0.078] 0:02:04.670788 2534 [D loss: 0.489 R 0.470 F 0.508][D acc: 0.797 R 0.703 F 0.891][G loss: 1.478 acc: 0.047] 0:02:04.746738 2535 [D loss: 0.514 R 0.554 F 0.474][D acc: 0.742 R 0.672 F 0.812][G loss: 1.454 acc: 0.094] 0:02:04.830266 2536 [D loss: 0.523 R 0.560 F 0.486][D acc: 0.734 R 0.672 F 0.797][G loss: 1.478 acc: 0.031] 0:02:04.932515 2537 [D loss: 0.560 R 0.590 F 0.530][D acc: 0.672 R 0.641 F 0.703][G loss: 1.283 acc: 0.109] 0:02:05.009024 2538 [D loss: 0.598 R 0.622 F 0.574][D acc: 0.633 R 0.547 F 0.719][G loss: 1.377 acc: 0.141] 0:02:05.087060 2539 [D loss: 0.439 R 0.466 F 0.412][D acc: 0.820 R 0.766 F 0.875][G loss: 1.426 acc: 0.141] 0:02:05.163889 2540 [D loss: 0.606 R 0.494 F 0.718][D acc: 0.664 R 0.688 F 0.641][G loss: 1.427 acc: 0.141] 0:02:05.235802 2541 [D loss: 0.510 R 0.479 F 0.540][D acc: 0.742 R 0.688 F 0.797][G loss: 1.492 acc: 0.078] 0:02:05.329686 2542 [D loss: 0.650 R 0.706 F 0.595][D acc: 0.633 R 0.516 F 0.750][G loss: 1.410 acc: 0.109] 0:02:05.407514 2543 [D loss: 0.495 R 0.482 F 0.509][D acc: 0.750 R 0.703 F 0.797][G loss: 1.385 acc: 0.094] 0:02:05.478261 2544 [D loss: 0.426 R 0.439 F 0.413][D acc: 0.758 R 0.672 F 0.844][G loss: 1.481 acc: 0.078] 0:02:05.550908 2545 [D loss: 0.531 R 0.623 F 0.439][D acc: 0.727 R 0.625 F 0.828][G loss: 1.509 acc: 0.062] 0:02:05.630315 2546 [D loss: 0.533 R 0.507 F 0.560][D acc: 0.719 R 0.703 F 0.734][G loss: 1.417 acc: 0.031] 0:02:05.705060 2547 [D loss: 0.571 R 0.580 F 0.562][D acc: 0.719 R 0.688 F 0.750][G loss: 1.406 acc: 0.109] 0:02:05.779858 2548 [D loss: 0.457 R 0.498 F 0.416][D acc: 0.820 R 0.734 F 0.906][G loss: 1.229 acc: 0.141] 0:02:05.854780 2549 [D loss: 0.573 R 0.539 F 0.607][D acc: 0.688 R 0.688 F 0.688][G loss: 1.451 acc: 0.109] 0:02:05.929652 2550 [D loss: 0.504 R 0.519 F 0.488][D acc: 0.758 R 0.703 F 0.812][G loss: 1.537 acc: 0.141] 0:02:06.011597 2551 [D loss: 0.514 R 0.561 F 0.468][D acc: 0.734 R 0.609 F 0.859][G loss: 1.469 acc: 0.094] 0:02:06.086511 2552 [D loss: 0.495 R 0.362 F 0.628][D acc: 0.805 R 0.844 F 0.766][G loss: 1.343 acc: 0.141] 0:02:06.157514 2553 [D loss: 0.564 R 0.595 F 0.532][D acc: 0.695 R 0.609 F 0.781][G loss: 1.219 acc: 0.172] 0:02:06.249823 2554 [D loss: 0.501 R 0.557 F 0.445][D acc: 0.719 R 0.625 F 0.812][G loss: 1.342 acc: 0.172] 0:02:06.332027 2555 [D loss: 0.514 R 0.573 F 0.456][D acc: 0.719 R 0.625 F 0.812][G loss: 1.218 acc: 0.141] 0:02:06.409689 2556 [D loss: 0.536 R 0.542 F 0.531][D acc: 0.727 R 0.672 F 0.781][G loss: 1.301 acc: 0.156] 0:02:06.489969 2557 [D loss: 0.605 R 0.566 F 0.644][D acc: 0.672 R 0.656 F 0.688][G loss: 1.312 acc: 0.125] 0:02:06.561723 2558 [D loss: 0.536 R 0.556 F 0.515][D acc: 0.719 R 0.625 F 0.812][G loss: 1.446 acc: 0.109] 0:02:06.634763 2559 [D loss: 0.447 R 0.472 F 0.421][D acc: 0.836 R 0.750 F 0.922][G loss: 1.302 acc: 0.203] 0:02:06.716241 2560 [D loss: 0.489 R 0.509 F 0.468][D acc: 0.742 R 0.703 F 0.781][G loss: 1.442 acc: 0.125] 0:02:06.789377 2561 [D loss: 0.536 R 0.604 F 0.469][D acc: 0.711 R 0.609 F 0.812][G loss: 1.314 acc: 0.141] 0:02:06.861594 2562 [D loss: 0.553 R 0.521 F 0.585][D acc: 0.727 R 0.719 F 0.734][G loss: 1.358 acc: 0.141] 0:02:06.962878 2563 [D loss: 0.560 R 0.528 F 0.592][D acc: 0.688 R 0.641 F 0.734][G loss: 1.380 acc: 0.156] 0:02:07.037769 2564 [D loss: 0.622 R 0.651 F 0.593][D acc: 0.656 R 0.531 F 0.781][G loss: 1.398 acc: 0.078] 0:02:07.112993 2565 [D loss: 0.513 R 0.472 F 0.554][D acc: 0.781 R 0.719 F 0.844][G loss: 1.529 acc: 0.078] 0:02:07.190325 2566 [D loss: 0.521 R 0.593 F 0.448][D acc: 0.773 R 0.656 F 0.891][G loss: 1.493 acc: 0.078] 0:02:07.262307 2567 [D loss: 0.479 R 0.527 F 0.430][D acc: 0.750 R 0.672 F 0.828][G loss: 1.418 acc: 0.062] 0:02:07.353435 2568 [D loss: 0.475 R 0.397 F 0.553][D acc: 0.781 R 0.797 F 0.766][G loss: 1.572 acc: 0.062] 0:02:07.442148 2569 [D loss: 0.575 R 0.540 F 0.610][D acc: 0.750 R 0.688 F 0.812][G loss: 1.447 acc: 0.078] 0:02:07.516073 2570 [D loss: 0.403 R 0.408 F 0.397][D acc: 0.852 R 0.828 F 0.875][G loss: 1.415 acc: 0.094] 0:02:07.592351 2571 [D loss: 0.594 R 0.526 F 0.661][D acc: 0.695 R 0.656 F 0.734][G loss: 1.393 acc: 0.125] 0:02:07.677443 2572 [D loss: 0.509 R 0.514 F 0.504][D acc: 0.766 R 0.719 F 0.812][G loss: 1.570 acc: 0.062] 0:02:07.750284 2573 [D loss: 0.576 R 0.566 F 0.586][D acc: 0.680 R 0.625 F 0.734][G loss: 1.501 acc: 0.109] 0:02:07.821010 2574 [D loss: 0.443 R 0.443 F 0.443][D acc: 0.805 R 0.766 F 0.844][G loss: 1.571 acc: 0.078] 0:02:07.893983 2575 [D loss: 0.523 R 0.603 F 0.443][D acc: 0.680 R 0.609 F 0.750][G loss: 1.532 acc: 0.109] 0:02:07.968121 2576 [D loss: 0.476 R 0.434 F 0.518][D acc: 0.742 R 0.750 F 0.734][G loss: 1.496 acc: 0.109] 0:02:08.040975 2577 [D loss: 0.584 R 0.494 F 0.674][D acc: 0.727 R 0.734 F 0.719][G loss: 1.506 acc: 0.109] 0:02:08.116920 2578 [D loss: 0.611 R 0.664 F 0.558][D acc: 0.727 R 0.672 F 0.781][G loss: 1.417 acc: 0.109] 0:02:08.191878 2579 [D loss: 0.551 R 0.632 F 0.469][D acc: 0.750 R 0.656 F 0.844][G loss: 1.367 acc: 0.156] 0:02:08.272744 2580 [D loss: 0.506 R 0.399 F 0.612][D acc: 0.742 R 0.750 F 0.734][G loss: 1.489 acc: 0.094] 0:02:08.352915 2581 [D loss: 0.565 R 0.617 F 0.513][D acc: 0.695 R 0.656 F 0.734][G loss: 1.716 acc: 0.062] 0:02:08.433874 2582 [D loss: 0.526 R 0.508 F 0.543][D acc: 0.727 R 0.750 F 0.703][G loss: 1.370 acc: 0.156] 0:02:08.522934 2583 [D loss: 0.478 R 0.486 F 0.470][D acc: 0.758 R 0.719 F 0.797][G loss: 1.489 acc: 0.094] 0:02:08.610018 2584 [D loss: 0.575 R 0.653 F 0.497][D acc: 0.664 R 0.578 F 0.750][G loss: 1.530 acc: 0.078] 0:02:08.690198 2585 [D loss: 0.571 R 0.537 F 0.605][D acc: 0.742 R 0.750 F 0.734][G loss: 1.471 acc: 0.109] 0:02:08.762754 2586 [D loss: 0.533 R 0.544 F 0.523][D acc: 0.727 R 0.641 F 0.812][G loss: 1.431 acc: 0.062] 0:02:08.839626 2587 [D loss: 0.533 R 0.581 F 0.485][D acc: 0.680 R 0.625 F 0.734][G loss: 1.428 acc: 0.062] 0:02:08.911554 2588 [D loss: 0.552 R 0.534 F 0.571][D acc: 0.789 R 0.750 F 0.828][G loss: 1.347 acc: 0.078] 0:02:08.995336 2589 [D loss: 0.570 R 0.674 F 0.465][D acc: 0.703 R 0.578 F 0.828][G loss: 1.244 acc: 0.078] 0:02:09.074252 2590 [D loss: 0.501 R 0.457 F 0.545][D acc: 0.727 R 0.688 F 0.766][G loss: 1.290 acc: 0.141] 0:02:09.149713 2591 [D loss: 0.631 R 0.562 F 0.701][D acc: 0.727 R 0.656 F 0.797][G loss: 1.388 acc: 0.062] 0:02:09.234319 2592 [D loss: 0.598 R 0.524 F 0.672][D acc: 0.695 R 0.703 F 0.688][G loss: 1.397 acc: 0.109] 0:02:09.310840 2593 [D loss: 0.519 R 0.592 F 0.447][D acc: 0.727 R 0.578 F 0.875][G loss: 1.383 acc: 0.094] 0:02:09.386760 2594 [D loss: 0.501 R 0.548 F 0.455][D acc: 0.773 R 0.719 F 0.828][G loss: 1.537 acc: 0.156] 0:02:09.471777 2595 [D loss: 0.569 R 0.477 F 0.662][D acc: 0.703 R 0.734 F 0.672][G loss: 1.435 acc: 0.078] 0:02:09.548112 2596 [D loss: 0.585 R 0.604 F 0.566][D acc: 0.703 R 0.594 F 0.812][G loss: 1.395 acc: 0.094] 0:02:09.624831 2597 [D loss: 0.520 R 0.624 F 0.415][D acc: 0.734 R 0.578 F 0.891][G loss: 1.309 acc: 0.188] 0:02:09.724454 2598 [D loss: 0.512 R 0.506 F 0.519][D acc: 0.727 R 0.641 F 0.812][G loss: 1.445 acc: 0.094] 0:02:09.804007 2599 [D loss: 0.437 R 0.437 F 0.437][D acc: 0.797 R 0.734 F 0.859][G loss: 1.533 acc: 0.125] 0:02:09.877987 2600 [D loss: 0.574 R 0.546 F 0.602][D acc: 0.773 R 0.703 F 0.844][G loss: 1.453 acc: 0.047] 0:02:09.966618 2601 [D loss: 0.516 R 0.521 F 0.511][D acc: 0.734 R 0.688 F 0.781][G loss: 1.301 acc: 0.125] 0:02:10.044881 2602 [D loss: 0.492 R 0.525 F 0.460][D acc: 0.766 R 0.703 F 0.828][G loss: 1.431 acc: 0.125] 0:02:10.117684 2603 [D loss: 0.430 R 0.384 F 0.476][D acc: 0.820 R 0.797 F 0.844][G loss: 1.449 acc: 0.109] 0:02:10.188040 2604 [D loss: 0.502 R 0.536 F 0.469][D acc: 0.719 R 0.625 F 0.812][G loss: 1.390 acc: 0.031] 0:02:10.264419 2605 [D loss: 0.525 R 0.463 F 0.586][D acc: 0.734 R 0.734 F 0.734][G loss: 1.529 acc: 0.094] 0:02:10.344171 2606 [D loss: 0.537 R 0.491 F 0.583][D acc: 0.727 R 0.719 F 0.734][G loss: 1.529 acc: 0.031] 0:02:10.418683 2607 [D loss: 0.662 R 0.686 F 0.639][D acc: 0.648 R 0.562 F 0.734][G loss: 1.406 acc: 0.031] 0:02:10.502369 2608 [D loss: 0.555 R 0.644 F 0.467][D acc: 0.711 R 0.609 F 0.812][G loss: 1.388 acc: 0.109] 0:02:10.576068 2609 [D loss: 0.508 R 0.602 F 0.415][D acc: 0.797 R 0.641 F 0.953][G loss: 1.386 acc: 0.109] 0:02:10.647997 2610 [D loss: 0.568 R 0.511 F 0.625][D acc: 0.719 R 0.719 F 0.719][G loss: 1.456 acc: 0.062] 0:02:10.728992 2611 [D loss: 0.586 R 0.572 F 0.601][D acc: 0.680 R 0.656 F 0.703][G loss: 1.558 acc: 0.062] 0:02:10.800992 2612 [D loss: 0.473 R 0.548 F 0.397][D acc: 0.781 R 0.688 F 0.875][G loss: 1.435 acc: 0.094] 0:02:10.877584 2613 [D loss: 0.586 R 0.534 F 0.638][D acc: 0.688 R 0.719 F 0.656][G loss: 1.354 acc: 0.062] 0:02:10.959354 2614 [D loss: 0.462 R 0.445 F 0.478][D acc: 0.797 R 0.734 F 0.859][G loss: 1.512 acc: 0.062] 0:02:11.064155 2615 [D loss: 0.542 R 0.499 F 0.584][D acc: 0.719 R 0.688 F 0.750][G loss: 1.415 acc: 0.125] 0:02:11.141451 2616 [D loss: 0.531 R 0.582 F 0.480][D acc: 0.680 R 0.594 F 0.766][G loss: 1.475 acc: 0.062] 0:02:11.220556 2617 [D loss: 0.517 R 0.525 F 0.509][D acc: 0.727 R 0.688 F 0.766][G loss: 1.403 acc: 0.047] 0:02:11.295211 2618 [D loss: 0.604 R 0.630 F 0.578][D acc: 0.664 R 0.547 F 0.781][G loss: 1.291 acc: 0.094] 0:02:11.374856 2619 [D loss: 0.580 R 0.637 F 0.522][D acc: 0.703 R 0.656 F 0.750][G loss: 1.337 acc: 0.188] 0:02:11.454885 2620 [D loss: 0.547 R 0.553 F 0.540][D acc: 0.727 R 0.672 F 0.781][G loss: 1.399 acc: 0.062] 0:02:11.558728 2621 [D loss: 0.540 R 0.573 F 0.507][D acc: 0.727 R 0.656 F 0.797][G loss: 1.329 acc: 0.172] 0:02:11.654748 2622 [D loss: 0.494 R 0.475 F 0.512][D acc: 0.703 R 0.672 F 0.734][G loss: 1.285 acc: 0.172] 0:02:11.742361 2623 [D loss: 0.558 R 0.477 F 0.639][D acc: 0.680 R 0.672 F 0.688][G loss: 1.447 acc: 0.047] 0:02:11.825318 2624 [D loss: 0.572 R 0.602 F 0.543][D acc: 0.695 R 0.547 F 0.844][G loss: 1.469 acc: 0.078] 0:02:11.900018 2625 [D loss: 0.459 R 0.426 F 0.493][D acc: 0.773 R 0.766 F 0.781][G loss: 1.295 acc: 0.078] 0:02:11.983053 2626 [D loss: 0.548 R 0.612 F 0.483][D acc: 0.719 R 0.656 F 0.781][G loss: 1.258 acc: 0.172] 0:02:12.060461 2627 [D loss: 0.643 R 0.560 F 0.726][D acc: 0.680 R 0.672 F 0.688][G loss: 1.364 acc: 0.125] 0:02:12.133180 2628 [D loss: 0.639 R 0.635 F 0.644][D acc: 0.688 R 0.594 F 0.781][G loss: 1.329 acc: 0.078] 0:02:12.211004 2629 [D loss: 0.507 R 0.575 F 0.439][D acc: 0.734 R 0.562 F 0.906][G loss: 1.334 acc: 0.062] 0:02:12.290734 2630 [D loss: 0.527 R 0.452 F 0.602][D acc: 0.766 R 0.719 F 0.812][G loss: 1.463 acc: 0.141] 0:02:12.362824 2631 [D loss: 0.539 R 0.575 F 0.503][D acc: 0.680 R 0.594 F 0.766][G loss: 1.431 acc: 0.047] 0:02:12.443830 2632 [D loss: 0.476 R 0.485 F 0.467][D acc: 0.766 R 0.688 F 0.844][G loss: 1.380 acc: 0.125] 0:02:12.519298 2633 [D loss: 0.564 R 0.479 F 0.649][D acc: 0.703 R 0.719 F 0.688][G loss: 1.329 acc: 0.109] 0:02:12.592180 2634 [D loss: 0.519 R 0.500 F 0.538][D acc: 0.703 R 0.656 F 0.750][G loss: 1.449 acc: 0.078] 0:02:12.676544 2635 [D loss: 0.535 R 0.610 F 0.461][D acc: 0.719 R 0.578 F 0.859][G loss: 1.462 acc: 0.062] 0:02:12.754482 2636 [D loss: 0.490 R 0.540 F 0.441][D acc: 0.750 R 0.688 F 0.812][G loss: 1.440 acc: 0.109] 0:02:12.830193 2637 [D loss: 0.593 R 0.533 F 0.653][D acc: 0.734 R 0.625 F 0.844][G loss: 1.495 acc: 0.109] 0:02:12.909500 2638 [D loss: 0.491 R 0.550 F 0.433][D acc: 0.703 R 0.594 F 0.812][G loss: 1.514 acc: 0.062] 0:02:12.984549 2639 [D loss: 0.457 R 0.495 F 0.419][D acc: 0.773 R 0.703 F 0.844][G loss: 1.771 acc: 0.016] 0:02:13.057488 2640 [D loss: 0.500 R 0.472 F 0.529][D acc: 0.742 R 0.703 F 0.781][G loss: 1.610 acc: 0.078] 0:02:13.159284 2641 [D loss: 0.482 R 0.539 F 0.425][D acc: 0.758 R 0.688 F 0.828][G loss: 1.575 acc: 0.047] 0:02:13.240044 2642 [D loss: 0.475 R 0.355 F 0.594][D acc: 0.781 R 0.797 F 0.766][G loss: 1.412 acc: 0.094] 0:02:13.329869 2643 [D loss: 0.454 R 0.551 F 0.357][D acc: 0.805 R 0.672 F 0.938][G loss: 1.696 acc: 0.031] 0:02:13.405902 2644 [D loss: 0.550 R 0.515 F 0.584][D acc: 0.688 R 0.641 F 0.734][G loss: 1.612 acc: 0.109] 0:02:13.494078 2645 [D loss: 0.559 R 0.545 F 0.573][D acc: 0.719 R 0.672 F 0.766][G loss: 1.399 acc: 0.094] 0:02:13.566631 2646 [D loss: 0.513 R 0.417 F 0.609][D acc: 0.758 R 0.750 F 0.766][G loss: 1.508 acc: 0.062] 0:02:13.649300 2647 [D loss: 0.455 R 0.512 F 0.398][D acc: 0.828 R 0.734 F 0.922][G loss: 1.548 acc: 0.062] 0:02:13.724205 2648 [D loss: 0.436 R 0.400 F 0.472][D acc: 0.812 R 0.797 F 0.828][G loss: 1.606 acc: 0.062] 0:02:13.798593 2649 [D loss: 0.493 R 0.455 F 0.531][D acc: 0.797 R 0.750 F 0.844][G loss: 1.492 acc: 0.062] 0:02:13.878007 2650 [D loss: 0.511 R 0.497 F 0.526][D acc: 0.750 R 0.625 F 0.875][G loss: 1.504 acc: 0.109] 0:02:13.949276 2651 [D loss: 0.534 R 0.629 F 0.439][D acc: 0.727 R 0.625 F 0.828][G loss: 1.339 acc: 0.125] 0:02:14.019724 2652 [D loss: 0.490 R 0.558 F 0.422][D acc: 0.766 R 0.672 F 0.859][G loss: 1.496 acc: 0.094] 0:02:14.090676 2653 [D loss: 0.524 R 0.408 F 0.639][D acc: 0.773 R 0.750 F 0.797][G loss: 1.428 acc: 0.109] 0:02:14.163519 2654 [D loss: 0.590 R 0.559 F 0.621][D acc: 0.734 R 0.672 F 0.797][G loss: 1.489 acc: 0.078] 0:02:14.234779 2655 [D loss: 0.584 R 0.702 F 0.467][D acc: 0.664 R 0.547 F 0.781][G loss: 1.488 acc: 0.047] 0:02:14.305666 2656 [D loss: 0.522 R 0.594 F 0.451][D acc: 0.711 R 0.562 F 0.859][G loss: 1.434 acc: 0.141] 0:02:14.378668 2657 [D loss: 0.514 R 0.496 F 0.531][D acc: 0.742 R 0.766 F 0.719][G loss: 1.283 acc: 0.125] 0:02:14.453745 2658 [D loss: 0.579 R 0.542 F 0.617][D acc: 0.750 R 0.672 F 0.828][G loss: 1.439 acc: 0.109] 0:02:14.545993 2659 [D loss: 0.578 R 0.642 F 0.513][D acc: 0.688 R 0.578 F 0.797][G loss: 1.378 acc: 0.125] 0:02:14.623956 2660 [D loss: 0.543 R 0.517 F 0.569][D acc: 0.688 R 0.656 F 0.719][G loss: 1.200 acc: 0.125] 0:02:14.721527 2661 [D loss: 0.551 R 0.589 F 0.513][D acc: 0.734 R 0.609 F 0.859][G loss: 1.309 acc: 0.125] 0:02:14.803147 2662 [D loss: 0.513 R 0.483 F 0.543][D acc: 0.773 R 0.719 F 0.828][G loss: 1.396 acc: 0.094] 0:02:14.876236 2663 [D loss: 0.580 R 0.601 F 0.560][D acc: 0.688 R 0.609 F 0.766][G loss: 1.517 acc: 0.062] 0:02:14.955919 2664 [D loss: 0.516 R 0.541 F 0.492][D acc: 0.773 R 0.672 F 0.875][G loss: 1.438 acc: 0.062] 0:02:15.049775 2665 [D loss: 0.415 R 0.450 F 0.381][D acc: 0.836 R 0.797 F 0.875][G loss: 1.532 acc: 0.172] 0:02:15.122166 2666 [D loss: 0.503 R 0.474 F 0.531][D acc: 0.781 R 0.734 F 0.828][G loss: 1.341 acc: 0.109] 0:02:15.198347 2667 [D loss: 0.599 R 0.597 F 0.601][D acc: 0.680 R 0.609 F 0.750][G loss: 1.556 acc: 0.047] 0:02:15.276004 2668 [D loss: 0.541 R 0.561 F 0.522][D acc: 0.703 R 0.625 F 0.781][G loss: 1.312 acc: 0.078] 0:02:15.349692 2669 [D loss: 0.579 R 0.529 F 0.628][D acc: 0.727 R 0.703 F 0.750][G loss: 1.432 acc: 0.109] 0:02:15.420072 2670 [D loss: 0.574 R 0.551 F 0.596][D acc: 0.742 R 0.672 F 0.812][G loss: 1.373 acc: 0.125] 0:02:15.492920 2671 [D loss: 0.512 R 0.544 F 0.481][D acc: 0.742 R 0.609 F 0.875][G loss: 1.409 acc: 0.094] 0:02:15.569183 2672 [D loss: 0.507 R 0.490 F 0.523][D acc: 0.742 R 0.734 F 0.750][G loss: 1.420 acc: 0.094] 0:02:15.642683 2673 [D loss: 0.557 R 0.646 F 0.468][D acc: 0.711 R 0.625 F 0.797][G loss: 1.281 acc: 0.188] 0:02:15.723867 2674 [D loss: 0.536 R 0.545 F 0.527][D acc: 0.719 R 0.656 F 0.781][G loss: 1.377 acc: 0.047] 0:02:15.798891 2675 [D loss: 0.649 R 0.676 F 0.623][D acc: 0.680 R 0.641 F 0.719][G loss: 1.346 acc: 0.062] 0:02:15.877960 2676 [D loss: 0.579 R 0.600 F 0.558][D acc: 0.734 R 0.656 F 0.812][G loss: 1.457 acc: 0.062] 0:02:15.953663 2677 [D loss: 0.553 R 0.569 F 0.537][D acc: 0.742 R 0.688 F 0.797][G loss: 1.323 acc: 0.125] 0:02:16.025399 2678 [D loss: 0.540 R 0.470 F 0.610][D acc: 0.758 R 0.750 F 0.766][G loss: 1.417 acc: 0.125] 0:02:16.096203 2679 [D loss: 0.612 R 0.660 F 0.565][D acc: 0.664 R 0.562 F 0.766][G loss: 1.337 acc: 0.047] 0:02:16.178751 2680 [D loss: 0.591 R 0.670 F 0.513][D acc: 0.680 R 0.578 F 0.781][G loss: 1.278 acc: 0.109] 0:02:16.270535 2681 [D loss: 0.588 R 0.593 F 0.583][D acc: 0.672 R 0.609 F 0.734][G loss: 1.252 acc: 0.094] 0:02:16.360554 2682 [D loss: 0.593 R 0.604 F 0.582][D acc: 0.711 R 0.672 F 0.750][G loss: 1.303 acc: 0.094] 0:02:16.444007 2683 [D loss: 0.582 R 0.660 F 0.504][D acc: 0.672 R 0.516 F 0.828][G loss: 1.346 acc: 0.016] 0:02:16.528163 2684 [D loss: 0.496 R 0.561 F 0.431][D acc: 0.781 R 0.672 F 0.891][G loss: 1.355 acc: 0.125] 0:02:16.606400 2685 [D loss: 0.620 R 0.629 F 0.611][D acc: 0.641 R 0.531 F 0.750][G loss: 1.231 acc: 0.156] 0:02:16.693232 2686 [D loss: 0.582 R 0.621 F 0.544][D acc: 0.695 R 0.578 F 0.812][G loss: 1.349 acc: 0.078] 0:02:16.768108 2687 [D loss: 0.525 R 0.526 F 0.524][D acc: 0.750 R 0.672 F 0.828][G loss: 1.466 acc: 0.078] 0:02:16.843863 2688 [D loss: 0.563 R 0.579 F 0.548][D acc: 0.727 R 0.625 F 0.828][G loss: 1.510 acc: 0.109] 0:02:16.921987 2689 [D loss: 0.529 R 0.596 F 0.461][D acc: 0.758 R 0.672 F 0.844][G loss: 1.399 acc: 0.062] 0:02:17.013705 2690 [D loss: 0.531 R 0.567 F 0.494][D acc: 0.750 R 0.656 F 0.844][G loss: 1.512 acc: 0.062] 0:02:17.091802 2691 [D loss: 0.569 R 0.589 F 0.548][D acc: 0.688 R 0.594 F 0.781][G loss: 1.370 acc: 0.094] 0:02:17.173685 2692 [D loss: 0.578 R 0.620 F 0.537][D acc: 0.750 R 0.672 F 0.828][G loss: 1.264 acc: 0.125] 0:02:17.263742 2693 [D loss: 0.613 R 0.646 F 0.580][D acc: 0.703 R 0.609 F 0.797][G loss: 1.212 acc: 0.203] 0:02:17.601704 2694 [D loss: 0.531 R 0.555 F 0.508][D acc: 0.695 R 0.594 F 0.797][G loss: 1.389 acc: 0.141] 0:02:17.675232 2695 [D loss: 0.553 R 0.561 F 0.544][D acc: 0.734 R 0.625 F 0.844][G loss: 1.256 acc: 0.078] 0:02:17.745990 2696 [D loss: 0.538 R 0.494 F 0.583][D acc: 0.719 R 0.688 F 0.750][G loss: 1.209 acc: 0.125] 0:02:17.817077 2697 [D loss: 0.501 R 0.510 F 0.492][D acc: 0.766 R 0.688 F 0.844][G loss: 1.427 acc: 0.156] 0:02:17.889288 2698 [D loss: 0.547 R 0.600 F 0.494][D acc: 0.703 R 0.594 F 0.812][G loss: 1.629 acc: 0.062] 0:02:17.972194 2699 [D loss: 0.707 R 0.579 F 0.836][D acc: 0.617 R 0.656 F 0.578][G loss: 1.497 acc: 0.078] 0:02:18.051819 2700 [D loss: 0.556 R 0.708 F 0.404][D acc: 0.742 R 0.562 F 0.922][G loss: 1.470 acc: 0.109] 0:02:18.124547 2701 [D loss: 0.578 R 0.586 F 0.571][D acc: 0.688 R 0.625 F 0.750][G loss: 1.557 acc: 0.062] 0:02:18.204923 2702 [D loss: 0.550 R 0.581 F 0.519][D acc: 0.688 R 0.562 F 0.812][G loss: 1.293 acc: 0.094] 0:02:18.292487 2703 [D loss: 0.536 R 0.623 F 0.449][D acc: 0.742 R 0.625 F 0.859][G loss: 1.325 acc: 0.188] 0:02:18.372083 2704 [D loss: 0.529 R 0.632 F 0.426][D acc: 0.758 R 0.625 F 0.891][G loss: 1.323 acc: 0.109] 0:02:18.451272 2705 [D loss: 0.470 R 0.428 F 0.512][D acc: 0.766 R 0.734 F 0.797][G loss: 1.355 acc: 0.047] 0:02:18.528578 2706 [D loss: 0.597 R 0.579 F 0.616][D acc: 0.695 R 0.656 F 0.734][G loss: 1.521 acc: 0.062] 0:02:18.604868 2707 [D loss: 0.625 R 0.648 F 0.601][D acc: 0.680 R 0.594 F 0.766][G loss: 1.404 acc: 0.156] 0:02:18.682291 2708 [D loss: 0.526 R 0.597 F 0.456][D acc: 0.742 R 0.656 F 0.828][G loss: 1.323 acc: 0.125] 0:02:18.777554 2709 [D loss: 0.490 R 0.475 F 0.505][D acc: 0.727 R 0.703 F 0.750][G loss: 1.411 acc: 0.141] 0:02:18.853163 2710 [D loss: 0.454 R 0.466 F 0.441][D acc: 0.797 R 0.766 F 0.828][G loss: 1.439 acc: 0.109] 0:02:18.931830 2711 [D loss: 0.466 R 0.428 F 0.503][D acc: 0.773 R 0.719 F 0.828][G loss: 1.435 acc: 0.141] 0:02:19.011682 2712 [D loss: 0.536 R 0.544 F 0.529][D acc: 0.711 R 0.672 F 0.750][G loss: 1.392 acc: 0.109] 0:02:19.084735 2713 [D loss: 0.521 R 0.471 F 0.571][D acc: 0.711 R 0.688 F 0.734][G loss: 1.469 acc: 0.094] 0:02:19.158174 2714 [D loss: 0.541 R 0.573 F 0.510][D acc: 0.719 R 0.594 F 0.844][G loss: 1.370 acc: 0.047] 0:02:19.247991 2715 [D loss: 0.510 R 0.542 F 0.478][D acc: 0.742 R 0.625 F 0.859][G loss: 1.341 acc: 0.094] 0:02:19.323423 2716 [D loss: 0.499 R 0.453 F 0.545][D acc: 0.758 R 0.750 F 0.766][G loss: 1.510 acc: 0.062] 0:02:19.393988 2717 [D loss: 0.495 R 0.431 F 0.559][D acc: 0.742 R 0.750 F 0.734][G loss: 1.482 acc: 0.062] 0:02:19.475662 2718 [D loss: 0.557 R 0.564 F 0.550][D acc: 0.758 R 0.688 F 0.828][G loss: 1.322 acc: 0.125] 0:02:19.557864 2719 [D loss: 0.553 R 0.585 F 0.522][D acc: 0.719 R 0.625 F 0.812][G loss: 1.481 acc: 0.094] 0:02:19.637999 2720 [D loss: 0.604 R 0.577 F 0.631][D acc: 0.680 R 0.594 F 0.766][G loss: 1.492 acc: 0.094] 0:02:19.722991 2721 [D loss: 0.435 R 0.415 F 0.454][D acc: 0.820 R 0.781 F 0.859][G loss: 1.365 acc: 0.078] 0:02:19.798216 2722 [D loss: 0.507 R 0.564 F 0.449][D acc: 0.719 R 0.641 F 0.797][G loss: 1.532 acc: 0.156] 0:02:19.875564 2723 [D loss: 0.563 R 0.511 F 0.615][D acc: 0.711 R 0.688 F 0.734][G loss: 1.477 acc: 0.125] 0:02:19.954496 2724 [D loss: 0.516 R 0.510 F 0.522][D acc: 0.750 R 0.703 F 0.797][G loss: 1.556 acc: 0.062] 0:02:20.032767 2725 [D loss: 0.598 R 0.713 F 0.483][D acc: 0.672 R 0.547 F 0.797][G loss: 1.401 acc: 0.109] 0:02:20.114019 2726 [D loss: 0.563 R 0.502 F 0.624][D acc: 0.688 R 0.688 F 0.688][G loss: 1.333 acc: 0.109] 0:02:20.193460 2727 [D loss: 0.583 R 0.638 F 0.527][D acc: 0.703 R 0.641 F 0.766][G loss: 1.564 acc: 0.031] 0:02:20.267255 2728 [D loss: 0.473 R 0.482 F 0.465][D acc: 0.789 R 0.750 F 0.828][G loss: 1.394 acc: 0.094] 0:02:20.344205 2729 [D loss: 0.471 R 0.511 F 0.432][D acc: 0.773 R 0.672 F 0.875][G loss: 1.415 acc: 0.172] 0:02:20.422190 2730 [D loss: 0.558 R 0.547 F 0.570][D acc: 0.719 R 0.688 F 0.750][G loss: 1.406 acc: 0.062] 0:02:20.516296 2731 [D loss: 0.513 R 0.528 F 0.498][D acc: 0.711 R 0.609 F 0.812][G loss: 1.335 acc: 0.078] 0:02:20.591198 2732 [D loss: 0.515 R 0.508 F 0.522][D acc: 0.773 R 0.750 F 0.797][G loss: 1.442 acc: 0.094] 0:02:20.667758 2733 [D loss: 0.486 R 0.573 F 0.398][D acc: 0.734 R 0.625 F 0.844][G loss: 1.450 acc: 0.078] 0:02:20.746100 2734 [D loss: 0.484 R 0.414 F 0.554][D acc: 0.781 R 0.797 F 0.766][G loss: 1.555 acc: 0.047] 0:02:20.825552 2735 [D loss: 0.512 R 0.524 F 0.500][D acc: 0.797 R 0.734 F 0.859][G loss: 1.602 acc: 0.062] 0:02:20.906887 2736 [D loss: 0.454 R 0.444 F 0.464][D acc: 0.820 R 0.797 F 0.844][G loss: 1.685 acc: 0.094] 0:02:20.986534 2737 [D loss: 0.431 R 0.461 F 0.402][D acc: 0.797 R 0.750 F 0.844][G loss: 1.592 acc: 0.094] 0:02:21.064373 2738 [D loss: 0.472 R 0.448 F 0.496][D acc: 0.773 R 0.750 F 0.797][G loss: 1.643 acc: 0.125] 0:02:21.147249 2739 [D loss: 0.495 R 0.507 F 0.482][D acc: 0.766 R 0.703 F 0.828][G loss: 1.697 acc: 0.078] 0:02:21.223163 2740 [D loss: 0.477 R 0.439 F 0.515][D acc: 0.766 R 0.734 F 0.797][G loss: 1.691 acc: 0.062] 0:02:21.301910 2741 [D loss: 0.592 R 0.539 F 0.644][D acc: 0.742 R 0.688 F 0.797][G loss: 1.749 acc: 0.078] 0:02:21.390052 2742 [D loss: 0.534 R 0.623 F 0.445][D acc: 0.711 R 0.609 F 0.812][G loss: 1.638 acc: 0.062] 0:02:21.462936 2743 [D loss: 0.451 R 0.508 F 0.394][D acc: 0.766 R 0.672 F 0.859][G loss: 1.592 acc: 0.109] 0:02:21.541075 2744 [D loss: 0.493 R 0.547 F 0.439][D acc: 0.750 R 0.672 F 0.828][G loss: 1.456 acc: 0.125] 0:02:21.635568 2745 [D loss: 0.571 R 0.596 F 0.545][D acc: 0.711 R 0.609 F 0.812][G loss: 1.578 acc: 0.078] 0:02:21.714899 2746 [D loss: 0.474 R 0.455 F 0.493][D acc: 0.781 R 0.703 F 0.859][G loss: 1.521 acc: 0.094] 0:02:21.793433 2747 [D loss: 0.658 R 0.711 F 0.604][D acc: 0.641 R 0.562 F 0.719][G loss: 1.445 acc: 0.062] 0:02:21.871967 2748 [D loss: 0.488 R 0.493 F 0.482][D acc: 0.734 R 0.672 F 0.797][G loss: 1.644 acc: 0.047] 0:02:21.947952 2749 [D loss: 0.452 R 0.510 F 0.394][D acc: 0.789 R 0.672 F 0.906][G loss: 1.473 acc: 0.047] 0:02:22.023176 2750 [D loss: 0.514 R 0.581 F 0.446][D acc: 0.750 R 0.609 F 0.891][G loss: 1.530 acc: 0.078] 0:02:22.098424 2751 [D loss: 0.587 R 0.618 F 0.556][D acc: 0.648 R 0.578 F 0.719][G loss: 1.584 acc: 0.031] 0:02:22.169572 2752 [D loss: 0.518 R 0.534 F 0.501][D acc: 0.773 R 0.719 F 0.828][G loss: 1.574 acc: 0.031] 0:02:22.245303 2753 [D loss: 0.457 R 0.399 F 0.516][D acc: 0.797 R 0.766 F 0.828][G loss: 1.487 acc: 0.078] 0:02:22.325763 2754 [D loss: 0.472 R 0.548 F 0.396][D acc: 0.742 R 0.625 F 0.859][G loss: 1.617 acc: 0.078] 0:02:22.404219 2755 [D loss: 0.593 R 0.509 F 0.676][D acc: 0.734 R 0.672 F 0.797][G loss: 1.566 acc: 0.078] 0:02:22.476276 2756 [D loss: 0.589 R 0.729 F 0.448][D acc: 0.688 R 0.578 F 0.797][G loss: 1.373 acc: 0.031] 0:02:22.557195 2757 [D loss: 0.547 R 0.578 F 0.515][D acc: 0.711 R 0.609 F 0.812][G loss: 1.395 acc: 0.109] 0:02:22.634515 2758 [D loss: 0.485 R 0.588 F 0.382][D acc: 0.750 R 0.578 F 0.922][G loss: 1.497 acc: 0.094] 0:02:22.707398 2759 [D loss: 0.588 R 0.525 F 0.651][D acc: 0.719 R 0.719 F 0.719][G loss: 1.356 acc: 0.078] 0:02:22.789042 2760 [D loss: 0.506 R 0.531 F 0.481][D acc: 0.734 R 0.656 F 0.812][G loss: 1.361 acc: 0.094] 0:02:22.861552 2761 [D loss: 0.535 R 0.550 F 0.520][D acc: 0.695 R 0.625 F 0.766][G loss: 1.442 acc: 0.062] 0:02:22.939286 2762 [D loss: 0.436 R 0.405 F 0.468][D acc: 0.812 R 0.797 F 0.828][G loss: 1.673 acc: 0.094] 0:02:23.027951 2763 [D loss: 0.554 R 0.585 F 0.522][D acc: 0.719 R 0.688 F 0.750][G loss: 1.267 acc: 0.156] 0:02:23.106107 2764 [D loss: 0.516 R 0.434 F 0.598][D acc: 0.734 R 0.734 F 0.734][G loss: 1.422 acc: 0.156] 0:02:23.188224 2765 [D loss: 0.520 R 0.568 F 0.472][D acc: 0.750 R 0.656 F 0.844][G loss: 1.512 acc: 0.109] 0:02:23.264609 2766 [D loss: 0.509 R 0.583 F 0.435][D acc: 0.727 R 0.641 F 0.812][G loss: 1.302 acc: 0.141] 0:02:23.337479 2767 [D loss: 0.502 R 0.441 F 0.562][D acc: 0.789 R 0.750 F 0.828][G loss: 1.400 acc: 0.156] 0:02:23.410224 2768 [D loss: 0.650 R 0.658 F 0.641][D acc: 0.672 R 0.641 F 0.703][G loss: 1.393 acc: 0.109] 0:02:23.487946 2769 [D loss: 0.487 R 0.583 F 0.391][D acc: 0.773 R 0.672 F 0.875][G loss: 1.358 acc: 0.062] 0:02:23.559660 2770 [D loss: 0.461 R 0.480 F 0.443][D acc: 0.789 R 0.750 F 0.828][G loss: 1.511 acc: 0.109] 0:02:23.638014 2771 [D loss: 0.494 R 0.528 F 0.460][D acc: 0.758 R 0.656 F 0.859][G loss: 1.491 acc: 0.141] 0:02:23.724498 2772 [D loss: 0.566 R 0.547 F 0.586][D acc: 0.695 R 0.641 F 0.750][G loss: 1.382 acc: 0.125] 0:02:23.800542 2773 [D loss: 0.620 R 0.552 F 0.689][D acc: 0.664 R 0.625 F 0.703][G loss: 1.453 acc: 0.078] 0:02:23.875018 2774 [D loss: 0.518 R 0.558 F 0.478][D acc: 0.727 R 0.672 F 0.781][G loss: 1.319 acc: 0.125] 0:02:23.952523 2775 [D loss: 0.562 R 0.447 F 0.677][D acc: 0.773 R 0.750 F 0.797][G loss: 1.602 acc: 0.109] 0:02:24.026149 2776 [D loss: 0.512 R 0.496 F 0.528][D acc: 0.766 R 0.750 F 0.781][G loss: 1.525 acc: 0.172] 0:02:24.106496 2777 [D loss: 0.535 R 0.585 F 0.486][D acc: 0.734 R 0.609 F 0.859][G loss: 1.513 acc: 0.094] 0:02:24.182008 2778 [D loss: 0.494 R 0.537 F 0.450][D acc: 0.773 R 0.672 F 0.875][G loss: 1.532 acc: 0.141] 0:02:24.253773 2779 [D loss: 0.466 R 0.484 F 0.447][D acc: 0.781 R 0.750 F 0.812][G loss: 1.621 acc: 0.141] 0:02:24.324401 2780 [D loss: 0.623 R 0.629 F 0.617][D acc: 0.711 R 0.625 F 0.797][G loss: 1.484 acc: 0.062] 0:02:24.418166 2781 [D loss: 0.574 R 0.639 F 0.510][D acc: 0.680 R 0.594 F 0.766][G loss: 1.494 acc: 0.078] 0:02:24.491910 2782 [D loss: 0.501 R 0.430 F 0.573][D acc: 0.773 R 0.750 F 0.797][G loss: 1.232 acc: 0.109] 0:02:24.563754 2783 [D loss: 0.484 R 0.478 F 0.490][D acc: 0.758 R 0.688 F 0.828][G loss: 1.490 acc: 0.047] 0:02:24.649087 2784 [D loss: 0.480 R 0.428 F 0.532][D acc: 0.773 R 0.734 F 0.812][G loss: 1.571 acc: 0.094] 0:02:24.725178 2785 [D loss: 0.560 R 0.594 F 0.526][D acc: 0.719 R 0.625 F 0.812][G loss: 1.364 acc: 0.156] 0:02:24.797071 2786 [D loss: 0.500 R 0.518 F 0.483][D acc: 0.742 R 0.672 F 0.812][G loss: 1.508 acc: 0.094] 0:02:24.879291 2787 [D loss: 0.554 R 0.580 F 0.529][D acc: 0.711 R 0.578 F 0.844][G loss: 1.507 acc: 0.094] 0:02:24.951169 2788 [D loss: 0.517 R 0.546 F 0.489][D acc: 0.758 R 0.703 F 0.812][G loss: 1.621 acc: 0.078] 0:02:25.044020 2789 [D loss: 0.502 R 0.561 F 0.444][D acc: 0.734 R 0.688 F 0.781][G loss: 1.543 acc: 0.094] 0:02:25.134490 2790 [D loss: 0.621 R 0.682 F 0.560][D acc: 0.695 R 0.578 F 0.812][G loss: 1.330 acc: 0.156] 0:02:25.207524 2791 [D loss: 0.544 R 0.523 F 0.565][D acc: 0.719 R 0.656 F 0.781][G loss: 1.420 acc: 0.109] 0:02:25.281997 2792 [D loss: 0.475 R 0.509 F 0.441][D acc: 0.812 R 0.750 F 0.875][G loss: 1.595 acc: 0.047] 0:02:25.365849 2793 [D loss: 0.580 R 0.507 F 0.653][D acc: 0.750 R 0.703 F 0.797][G loss: 1.467 acc: 0.047] 0:02:25.437566 2794 [D loss: 0.527 R 0.546 F 0.507][D acc: 0.773 R 0.703 F 0.844][G loss: 1.374 acc: 0.109] 0:02:25.508529 2795 [D loss: 0.533 R 0.543 F 0.522][D acc: 0.734 R 0.703 F 0.766][G loss: 1.519 acc: 0.094] 0:02:25.583908 2796 [D loss: 0.555 R 0.525 F 0.585][D acc: 0.727 R 0.703 F 0.750][G loss: 1.511 acc: 0.109] 0:02:25.665006 2797 [D loss: 0.524 R 0.534 F 0.515][D acc: 0.711 R 0.625 F 0.797][G loss: 1.577 acc: 0.047] 0:02:25.753251 2798 [D loss: 0.451 R 0.533 F 0.369][D acc: 0.750 R 0.656 F 0.844][G loss: 1.542 acc: 0.141] 0:02:25.836310 2799 [D loss: 0.539 R 0.493 F 0.584][D acc: 0.766 R 0.703 F 0.828][G loss: 1.424 acc: 0.062] 0:02:25.921068 2800 [D loss: 0.661 R 0.789 F 0.533][D acc: 0.625 R 0.500 F 0.750][G loss: 1.537 acc: 0.078] 0:02:25.996100 2801 [D loss: 0.557 R 0.583 F 0.531][D acc: 0.727 R 0.656 F 0.797][G loss: 1.583 acc: 0.047] 0:02:26.077921 2802 [D loss: 0.491 R 0.514 F 0.468][D acc: 0.758 R 0.719 F 0.797][G loss: 1.536 acc: 0.078] 0:02:26.170233 2803 [D loss: 0.531 R 0.557 F 0.506][D acc: 0.766 R 0.625 F 0.906][G loss: 1.464 acc: 0.094] 0:02:26.244223 2804 [D loss: 0.522 R 0.572 F 0.472][D acc: 0.758 R 0.688 F 0.828][G loss: 1.332 acc: 0.125] 0:02:26.322498 2805 [D loss: 0.615 R 0.638 F 0.592][D acc: 0.688 R 0.578 F 0.797][G loss: 1.539 acc: 0.062] 0:02:26.398243 2806 [D loss: 0.534 R 0.553 F 0.514][D acc: 0.734 R 0.672 F 0.797][G loss: 1.522 acc: 0.125] 0:02:26.480993 2807 [D loss: 0.539 R 0.445 F 0.632][D acc: 0.766 R 0.797 F 0.734][G loss: 1.473 acc: 0.078] 0:02:26.561160 2808 [D loss: 0.567 R 0.527 F 0.607][D acc: 0.727 R 0.703 F 0.750][G loss: 1.594 acc: 0.094] 0:02:26.642562 2809 [D loss: 0.558 R 0.622 F 0.493][D acc: 0.703 R 0.609 F 0.797][G loss: 1.518 acc: 0.062] 0:02:26.720627 2810 [D loss: 0.537 R 0.505 F 0.568][D acc: 0.758 R 0.703 F 0.812][G loss: 1.666 acc: 0.094] 0:02:26.797916 2811 [D loss: 0.569 R 0.547 F 0.591][D acc: 0.742 R 0.703 F 0.781][G loss: 1.402 acc: 0.109] 0:02:26.878006 2812 [D loss: 0.524 R 0.576 F 0.471][D acc: 0.719 R 0.641 F 0.797][G loss: 1.527 acc: 0.078] 0:02:26.955036 2813 [D loss: 0.538 R 0.455 F 0.621][D acc: 0.695 R 0.766 F 0.625][G loss: 1.524 acc: 0.109] 0:02:27.037304 2814 [D loss: 0.430 R 0.456 F 0.405][D acc: 0.820 R 0.766 F 0.875][G loss: 1.500 acc: 0.094] 0:02:27.121863 2815 [D loss: 0.496 R 0.489 F 0.503][D acc: 0.750 R 0.703 F 0.797][G loss: 1.474 acc: 0.094] 0:02:27.195674 2816 [D loss: 0.535 R 0.519 F 0.551][D acc: 0.711 R 0.656 F 0.766][G loss: 1.464 acc: 0.109] 0:02:27.274204 2817 [D loss: 0.634 R 0.637 F 0.631][D acc: 0.695 R 0.641 F 0.750][G loss: 1.344 acc: 0.172] 0:02:27.348011 2818 [D loss: 0.538 R 0.583 F 0.493][D acc: 0.758 R 0.672 F 0.844][G loss: 1.383 acc: 0.031] 0:02:27.428875 2819 [D loss: 0.526 R 0.465 F 0.587][D acc: 0.773 R 0.797 F 0.750][G loss: 1.540 acc: 0.078] 0:02:27.506856 2820 [D loss: 0.604 R 0.634 F 0.575][D acc: 0.656 R 0.641 F 0.672][G loss: 1.481 acc: 0.031] 0:02:27.594996 2821 [D loss: 0.639 R 0.721 F 0.558][D acc: 0.641 R 0.516 F 0.766][G loss: 1.452 acc: 0.078] 0:02:27.686003 2822 [D loss: 0.556 R 0.605 F 0.508][D acc: 0.711 R 0.625 F 0.797][G loss: 1.348 acc: 0.078] 0:02:27.764984 2823 [D loss: 0.569 R 0.546 F 0.592][D acc: 0.695 R 0.641 F 0.750][G loss: 1.456 acc: 0.062] 0:02:27.845576 2824 [D loss: 0.490 R 0.580 F 0.400][D acc: 0.750 R 0.625 F 0.875][G loss: 1.380 acc: 0.125] 0:02:27.923718 2825 [D loss: 0.490 R 0.489 F 0.491][D acc: 0.750 R 0.688 F 0.812][G loss: 1.395 acc: 0.156] 0:02:28.009972 2826 [D loss: 0.478 R 0.405 F 0.552][D acc: 0.742 R 0.750 F 0.734][G loss: 1.489 acc: 0.062] 0:02:28.088024 2827 [D loss: 0.522 R 0.614 F 0.430][D acc: 0.719 R 0.578 F 0.859][G loss: 1.469 acc: 0.109] 0:02:28.164591 2828 [D loss: 0.503 R 0.477 F 0.529][D acc: 0.773 R 0.719 F 0.828][G loss: 1.370 acc: 0.109] 0:02:28.240477 2829 [D loss: 0.440 R 0.457 F 0.424][D acc: 0.789 R 0.703 F 0.875][G loss: 1.508 acc: 0.156] 0:02:28.318571 2830 [D loss: 0.520 R 0.581 F 0.458][D acc: 0.703 R 0.625 F 0.781][G loss: 1.451 acc: 0.141] 0:02:28.393123 2831 [D loss: 0.528 R 0.495 F 0.560][D acc: 0.719 R 0.688 F 0.750][G loss: 1.374 acc: 0.047] 0:02:28.470969 2832 [D loss: 0.591 R 0.552 F 0.629][D acc: 0.703 R 0.656 F 0.750][G loss: 1.417 acc: 0.078] 0:02:28.551143 2833 [D loss: 0.519 R 0.619 F 0.420][D acc: 0.758 R 0.625 F 0.891][G loss: 1.452 acc: 0.125] 0:02:28.623800 2834 [D loss: 0.521 R 0.500 F 0.543][D acc: 0.742 R 0.688 F 0.797][G loss: 1.540 acc: 0.078] 0:02:28.709868 2835 [D loss: 0.615 R 0.695 F 0.535][D acc: 0.656 R 0.500 F 0.812][G loss: 1.291 acc: 0.141] 0:02:28.782055 2836 [D loss: 0.514 R 0.523 F 0.504][D acc: 0.766 R 0.703 F 0.828][G loss: 1.360 acc: 0.156] 0:02:28.855525 2837 [D loss: 0.577 R 0.604 F 0.549][D acc: 0.695 R 0.609 F 0.781][G loss: 1.457 acc: 0.141] 0:02:28.946276 2838 [D loss: 0.617 R 0.555 F 0.678][D acc: 0.688 R 0.625 F 0.750][G loss: 1.370 acc: 0.078] 0:02:29.027648 2839 [D loss: 0.549 R 0.456 F 0.641][D acc: 0.742 R 0.766 F 0.719][G loss: 1.481 acc: 0.094] 0:02:29.104416 2840 [D loss: 0.503 R 0.551 F 0.455][D acc: 0.773 R 0.641 F 0.906][G loss: 1.396 acc: 0.109] 0:02:29.206362 2841 [D loss: 0.513 R 0.546 F 0.479][D acc: 0.719 R 0.641 F 0.797][G loss: 1.458 acc: 0.172] 0:02:29.280413 2842 [D loss: 0.553 R 0.631 F 0.475][D acc: 0.727 R 0.672 F 0.781][G loss: 1.448 acc: 0.125] 0:02:29.352954 2843 [D loss: 0.434 R 0.380 F 0.489][D acc: 0.812 R 0.828 F 0.797][G loss: 1.617 acc: 0.094] 0:02:29.431645 2844 [D loss: 0.517 R 0.554 F 0.481][D acc: 0.734 R 0.672 F 0.797][G loss: 1.412 acc: 0.188] 0:02:29.503908 2845 [D loss: 0.485 R 0.475 F 0.494][D acc: 0.719 R 0.688 F 0.750][G loss: 1.400 acc: 0.109] 0:02:29.575064 2846 [D loss: 0.566 R 0.456 F 0.675][D acc: 0.758 R 0.812 F 0.703][G loss: 1.656 acc: 0.078] 0:02:29.652498 2847 [D loss: 0.570 R 0.625 F 0.515][D acc: 0.703 R 0.594 F 0.812][G loss: 1.351 acc: 0.141] 0:02:29.734637 2848 [D loss: 0.660 R 0.570 F 0.750][D acc: 0.727 R 0.688 F 0.766][G loss: 1.487 acc: 0.125] 0:02:29.808255 2849 [D loss: 0.541 R 0.553 F 0.528][D acc: 0.719 R 0.625 F 0.812][G loss: 1.500 acc: 0.078] 0:02:29.897295 2850 [D loss: 0.481 R 0.524 F 0.438][D acc: 0.766 R 0.656 F 0.875][G loss: 1.571 acc: 0.078] 0:02:29.975725 2851 [D loss: 0.488 R 0.511 F 0.465][D acc: 0.742 R 0.656 F 0.828][G loss: 1.548 acc: 0.078] 0:02:30.048971 2852 [D loss: 0.478 R 0.451 F 0.504][D acc: 0.773 R 0.734 F 0.812][G loss: 1.496 acc: 0.094] 0:02:30.126110 2853 [D loss: 0.514 R 0.530 F 0.499][D acc: 0.750 R 0.719 F 0.781][G loss: 1.433 acc: 0.078] 0:02:30.199414 2854 [D loss: 0.516 R 0.550 F 0.482][D acc: 0.680 R 0.578 F 0.781][G loss: 1.561 acc: 0.047] 0:02:30.273109 2855 [D loss: 0.498 R 0.567 F 0.429][D acc: 0.750 R 0.609 F 0.891][G loss: 1.285 acc: 0.125] 0:02:30.351007 2856 [D loss: 0.486 R 0.504 F 0.468][D acc: 0.742 R 0.719 F 0.766][G loss: 1.258 acc: 0.078] 0:02:30.428973 2857 [D loss: 0.554 R 0.606 F 0.502][D acc: 0.719 R 0.656 F 0.781][G loss: 1.439 acc: 0.109] 0:02:30.501002 2858 [D loss: 0.554 R 0.492 F 0.616][D acc: 0.742 R 0.672 F 0.812][G loss: 1.520 acc: 0.062] 0:02:30.582178 2859 [D loss: 0.564 R 0.541 F 0.587][D acc: 0.719 R 0.641 F 0.797][G loss: 1.369 acc: 0.078] 0:02:30.655643 2860 [D loss: 0.532 R 0.586 F 0.478][D acc: 0.742 R 0.656 F 0.828][G loss: 1.419 acc: 0.047] 0:02:30.742014 2861 [D loss: 0.476 R 0.502 F 0.449][D acc: 0.781 R 0.672 F 0.891][G loss: 1.519 acc: 0.047] 0:02:30.822257 2862 [D loss: 0.649 R 0.666 F 0.632][D acc: 0.641 R 0.547 F 0.734][G loss: 1.615 acc: 0.000] 0:02:30.899755 2863 [D loss: 0.500 R 0.534 F 0.466][D acc: 0.742 R 0.672 F 0.812][G loss: 1.455 acc: 0.141] 0:02:30.973830 2864 [D loss: 0.662 R 0.662 F 0.662][D acc: 0.664 R 0.578 F 0.750][G loss: 1.386 acc: 0.094] 0:02:31.051053 2865 [D loss: 0.462 R 0.466 F 0.458][D acc: 0.773 R 0.719 F 0.828][G loss: 1.447 acc: 0.031] 0:02:31.145740 2866 [D loss: 0.529 R 0.512 F 0.546][D acc: 0.750 R 0.672 F 0.828][G loss: 1.426 acc: 0.156] 0:02:31.229065 2867 [D loss: 0.541 R 0.633 F 0.448][D acc: 0.695 R 0.578 F 0.812][G loss: 1.388 acc: 0.156] 0:02:31.310159 2868 [D loss: 0.523 R 0.403 F 0.643][D acc: 0.734 R 0.734 F 0.734][G loss: 1.575 acc: 0.078] 0:02:31.382428 2869 [D loss: 0.499 R 0.534 F 0.464][D acc: 0.727 R 0.656 F 0.797][G loss: 1.419 acc: 0.109] 0:02:31.456571 2870 [D loss: 0.523 R 0.611 F 0.436][D acc: 0.734 R 0.625 F 0.844][G loss: 1.321 acc: 0.203] 0:02:31.533531 2871 [D loss: 0.553 R 0.442 F 0.664][D acc: 0.742 R 0.734 F 0.750][G loss: 1.471 acc: 0.141] 0:02:31.605858 2872 [D loss: 0.455 R 0.529 F 0.380][D acc: 0.781 R 0.656 F 0.906][G loss: 1.542 acc: 0.125] 0:02:31.688193 2873 [D loss: 0.501 R 0.453 F 0.550][D acc: 0.750 R 0.734 F 0.766][G loss: 1.617 acc: 0.078] 0:02:31.771289 2874 [D loss: 0.490 R 0.471 F 0.509][D acc: 0.758 R 0.734 F 0.781][G loss: 1.568 acc: 0.094] 0:02:31.846396 2875 [D loss: 0.606 R 0.711 F 0.502][D acc: 0.680 R 0.578 F 0.781][G loss: 1.361 acc: 0.125] 0:02:31.927672 2876 [D loss: 0.606 R 0.611 F 0.601][D acc: 0.688 R 0.609 F 0.766][G loss: 1.404 acc: 0.109] 0:02:32.009341 2877 [D loss: 0.483 R 0.535 F 0.431][D acc: 0.766 R 0.703 F 0.828][G loss: 1.355 acc: 0.125] 0:02:32.087473 2878 [D loss: 0.544 R 0.562 F 0.526][D acc: 0.695 R 0.625 F 0.766][G loss: 1.496 acc: 0.109] 0:02:32.169455 2879 [D loss: 0.543 R 0.500 F 0.586][D acc: 0.734 R 0.703 F 0.766][G loss: 1.452 acc: 0.141] 0:02:32.253439 2880 [D loss: 0.518 R 0.520 F 0.517][D acc: 0.727 R 0.703 F 0.750][G loss: 1.544 acc: 0.172] 0:02:32.328984 2881 [D loss: 0.560 R 0.483 F 0.636][D acc: 0.758 R 0.656 F 0.859][G loss: 1.531 acc: 0.125] 0:02:32.402992 2882 [D loss: 0.535 R 0.477 F 0.592][D acc: 0.711 R 0.672 F 0.750][G loss: 1.457 acc: 0.109] 0:02:32.481562 2883 [D loss: 0.515 R 0.645 F 0.385][D acc: 0.758 R 0.625 F 0.891][G loss: 1.491 acc: 0.156] 0:02:32.556638 2884 [D loss: 0.465 R 0.481 F 0.449][D acc: 0.805 R 0.750 F 0.859][G loss: 1.518 acc: 0.141] 0:02:32.635538 2885 [D loss: 0.600 R 0.591 F 0.609][D acc: 0.688 R 0.672 F 0.703][G loss: 1.444 acc: 0.078] 0:02:32.723591 2886 [D loss: 0.482 R 0.473 F 0.491][D acc: 0.805 R 0.734 F 0.875][G loss: 1.437 acc: 0.125] 0:02:32.800867 2887 [D loss: 0.547 R 0.551 F 0.544][D acc: 0.727 R 0.703 F 0.750][G loss: 1.327 acc: 0.109] 0:02:32.893143 2888 [D loss: 0.541 R 0.588 F 0.494][D acc: 0.742 R 0.656 F 0.828][G loss: 1.475 acc: 0.094] 0:02:32.974890 2889 [D loss: 0.430 R 0.411 F 0.450][D acc: 0.797 R 0.766 F 0.828][G loss: 1.513 acc: 0.016] 0:02:33.052555 2890 [D loss: 0.552 R 0.546 F 0.559][D acc: 0.742 R 0.672 F 0.812][G loss: 1.365 acc: 0.094] 0:02:33.126325 2891 [D loss: 0.492 R 0.508 F 0.477][D acc: 0.727 R 0.672 F 0.781][G loss: 1.500 acc: 0.109] 0:02:33.213037 2892 [D loss: 0.500 R 0.464 F 0.535][D acc: 0.773 R 0.766 F 0.781][G loss: 1.505 acc: 0.094] 0:02:33.304725 2893 [D loss: 0.618 R 0.610 F 0.626][D acc: 0.672 R 0.609 F 0.734][G loss: 1.364 acc: 0.109] 0:02:33.379982 2894 [D loss: 0.542 R 0.608 F 0.476][D acc: 0.750 R 0.688 F 0.812][G loss: 1.397 acc: 0.078] 0:02:33.460047 2895 [D loss: 0.573 R 0.535 F 0.610][D acc: 0.703 R 0.688 F 0.719][G loss: 1.398 acc: 0.125] 0:02:33.532385 2896 [D loss: 0.542 R 0.564 F 0.521][D acc: 0.719 R 0.609 F 0.828][G loss: 1.464 acc: 0.094] 0:02:33.606421 2897 [D loss: 0.523 R 0.565 F 0.481][D acc: 0.773 R 0.703 F 0.844][G loss: 1.457 acc: 0.078] 0:02:33.687388 2898 [D loss: 0.476 R 0.473 F 0.479][D acc: 0.742 R 0.688 F 0.797][G loss: 1.363 acc: 0.109] 0:02:33.776799 2899 [D loss: 0.525 R 0.587 F 0.464][D acc: 0.703 R 0.672 F 0.734][G loss: 1.432 acc: 0.094] 0:02:33.851072 2900 [D loss: 0.475 R 0.387 F 0.563][D acc: 0.805 R 0.812 F 0.797][G loss: 1.628 acc: 0.047] 0:02:33.933752 2901 [D loss: 0.610 R 0.614 F 0.605][D acc: 0.703 R 0.656 F 0.750][G loss: 1.426 acc: 0.078] 0:02:34.013548 2902 [D loss: 0.571 R 0.611 F 0.532][D acc: 0.688 R 0.656 F 0.719][G loss: 1.450 acc: 0.109] 0:02:34.089608 2903 [D loss: 0.535 R 0.647 F 0.423][D acc: 0.750 R 0.594 F 0.906][G loss: 1.400 acc: 0.062] 0:02:34.171111 2904 [D loss: 0.518 R 0.573 F 0.464][D acc: 0.719 R 0.656 F 0.781][G loss: 1.343 acc: 0.109] 0:02:34.246906 2905 [D loss: 0.513 R 0.452 F 0.573][D acc: 0.758 R 0.750 F 0.766][G loss: 1.621 acc: 0.078] 0:02:34.319132 2906 [D loss: 0.552 R 0.541 F 0.563][D acc: 0.727 R 0.672 F 0.781][G loss: 1.535 acc: 0.094] 0:02:34.400850 2907 [D loss: 0.476 R 0.521 F 0.432][D acc: 0.781 R 0.719 F 0.844][G loss: 1.508 acc: 0.047] 0:02:34.490183 2908 [D loss: 0.523 R 0.520 F 0.526][D acc: 0.734 R 0.703 F 0.766][G loss: 1.396 acc: 0.094] 0:02:34.566801 2909 [D loss: 0.553 R 0.609 F 0.496][D acc: 0.688 R 0.656 F 0.719][G loss: 1.444 acc: 0.125] 0:02:34.657883 2910 [D loss: 0.539 R 0.665 F 0.413][D acc: 0.711 R 0.609 F 0.812][G loss: 1.180 acc: 0.109] 0:02:34.753102 2911 [D loss: 0.557 R 0.497 F 0.617][D acc: 0.695 R 0.688 F 0.703][G loss: 1.544 acc: 0.094] 0:02:34.826444 2912 [D loss: 0.587 R 0.626 F 0.548][D acc: 0.742 R 0.688 F 0.797][G loss: 1.494 acc: 0.031] 0:02:34.904952 2913 [D loss: 0.480 R 0.516 F 0.444][D acc: 0.781 R 0.719 F 0.844][G loss: 1.496 acc: 0.141] 0:02:34.978262 2914 [D loss: 0.495 R 0.415 F 0.575][D acc: 0.781 R 0.781 F 0.781][G loss: 1.562 acc: 0.078] 0:02:35.052196 2915 [D loss: 0.500 R 0.546 F 0.455][D acc: 0.758 R 0.672 F 0.844][G loss: 1.578 acc: 0.078] 0:02:35.134182 2916 [D loss: 0.528 R 0.506 F 0.549][D acc: 0.711 R 0.656 F 0.766][G loss: 1.619 acc: 0.078] 0:02:35.214215 2917 [D loss: 0.497 R 0.558 F 0.436][D acc: 0.727 R 0.625 F 0.828][G loss: 1.470 acc: 0.094] 0:02:35.302153 2918 [D loss: 0.508 R 0.529 F 0.488][D acc: 0.727 R 0.641 F 0.812][G loss: 1.355 acc: 0.188] 0:02:35.400049 2919 [D loss: 0.550 R 0.528 F 0.572][D acc: 0.719 R 0.688 F 0.750][G loss: 1.379 acc: 0.172] 0:02:35.471637 2920 [D loss: 0.464 R 0.477 F 0.450][D acc: 0.789 R 0.719 F 0.859][G loss: 1.519 acc: 0.094] 0:02:35.546570 2921 [D loss: 0.534 R 0.473 F 0.596][D acc: 0.758 R 0.734 F 0.781][G loss: 1.476 acc: 0.219] 0:02:35.623945 2922 [D loss: 0.498 R 0.500 F 0.497][D acc: 0.789 R 0.766 F 0.812][G loss: 1.454 acc: 0.125] 0:02:35.696889 2923 [D loss: 0.541 R 0.632 F 0.449][D acc: 0.727 R 0.609 F 0.844][G loss: 1.542 acc: 0.156] 0:02:35.771993 2924 [D loss: 0.502 R 0.514 F 0.490][D acc: 0.812 R 0.781 F 0.844][G loss: 1.475 acc: 0.094] 0:02:35.848564 2925 [D loss: 0.482 R 0.427 F 0.537][D acc: 0.789 R 0.719 F 0.859][G loss: 1.589 acc: 0.156] 0:02:35.926000 2926 [D loss: 0.554 R 0.625 F 0.484][D acc: 0.695 R 0.594 F 0.797][G loss: 1.489 acc: 0.094] 0:02:35.999976 2927 [D loss: 0.570 R 0.583 F 0.557][D acc: 0.734 R 0.703 F 0.766][G loss: 1.406 acc: 0.094] 0:02:36.082888 2928 [D loss: 0.535 R 0.572 F 0.498][D acc: 0.711 R 0.625 F 0.797][G loss: 1.410 acc: 0.094] 0:02:36.171706 2929 [D loss: 0.489 R 0.415 F 0.563][D acc: 0.797 R 0.812 F 0.781][G loss: 1.446 acc: 0.094] 0:02:36.243504 2930 [D loss: 0.524 R 0.564 F 0.483][D acc: 0.695 R 0.625 F 0.766][G loss: 1.592 acc: 0.094] 0:02:36.323619 2931 [D loss: 0.496 R 0.467 F 0.526][D acc: 0.766 R 0.703 F 0.828][G loss: 1.432 acc: 0.141] 0:02:36.399610 2932 [D loss: 0.481 R 0.507 F 0.455][D acc: 0.781 R 0.719 F 0.844][G loss: 1.688 acc: 0.078] 0:02:36.489015 2933 [D loss: 0.452 R 0.422 F 0.483][D acc: 0.781 R 0.750 F 0.812][G loss: 1.506 acc: 0.172] 0:02:36.571166 2934 [D loss: 0.669 R 0.708 F 0.630][D acc: 0.609 R 0.531 F 0.688][G loss: 1.513 acc: 0.031] 0:02:36.647261 2935 [D loss: 0.538 R 0.601 F 0.474][D acc: 0.719 R 0.609 F 0.828][G loss: 1.482 acc: 0.125] 0:02:36.726709 2936 [D loss: 0.506 R 0.469 F 0.543][D acc: 0.742 R 0.734 F 0.750][G loss: 1.475 acc: 0.062] 0:02:36.820691 2937 [D loss: 0.556 R 0.520 F 0.591][D acc: 0.703 R 0.656 F 0.750][G loss: 1.525 acc: 0.062] 0:02:36.895378 2938 [D loss: 0.589 R 0.679 F 0.499][D acc: 0.695 R 0.578 F 0.812][G loss: 1.560 acc: 0.062] 0:02:36.969696 2939 [D loss: 0.473 R 0.489 F 0.457][D acc: 0.758 R 0.703 F 0.812][G loss: 1.372 acc: 0.062] 0:02:37.048688 2940 [D loss: 0.489 R 0.465 F 0.513][D acc: 0.750 R 0.688 F 0.812][G loss: 1.609 acc: 0.078] 0:02:37.122826 2941 [D loss: 0.522 R 0.620 F 0.424][D acc: 0.750 R 0.625 F 0.875][G loss: 1.506 acc: 0.125] 0:02:37.195197 2942 [D loss: 0.602 R 0.680 F 0.524][D acc: 0.695 R 0.594 F 0.797][G loss: 1.251 acc: 0.141] 0:02:37.289622 2943 [D loss: 0.584 R 0.580 F 0.588][D acc: 0.688 R 0.625 F 0.750][G loss: 1.436 acc: 0.062] 0:02:37.372227 2944 [D loss: 0.524 R 0.596 F 0.452][D acc: 0.727 R 0.656 F 0.797][G loss: 1.464 acc: 0.094] 0:02:37.458290 2945 [D loss: 0.573 R 0.548 F 0.599][D acc: 0.703 R 0.609 F 0.797][G loss: 1.553 acc: 0.125] 0:02:37.545695 2946 [D loss: 0.422 R 0.316 F 0.528][D acc: 0.820 R 0.828 F 0.812][G loss: 1.553 acc: 0.094] 0:02:37.619664 2947 [D loss: 0.536 R 0.647 F 0.424][D acc: 0.758 R 0.625 F 0.891][G loss: 1.528 acc: 0.172] 0:02:37.695712 2948 [D loss: 0.529 R 0.581 F 0.477][D acc: 0.719 R 0.625 F 0.812][G loss: 1.585 acc: 0.094] 0:02:37.782800 2949 [D loss: 0.586 R 0.549 F 0.624][D acc: 0.703 R 0.641 F 0.766][G loss: 1.499 acc: 0.078] 0:02:37.858122 2950 [D loss: 0.520 R 0.559 F 0.480][D acc: 0.703 R 0.594 F 0.812][G loss: 1.648 acc: 0.062] 0:02:37.932973 2951 [D loss: 0.570 R 0.575 F 0.566][D acc: 0.672 R 0.609 F 0.734][G loss: 1.531 acc: 0.078] 0:02:38.012220 2952 [D loss: 0.518 R 0.605 F 0.431][D acc: 0.750 R 0.656 F 0.844][G loss: 1.453 acc: 0.141] 0:02:38.086495 2953 [D loss: 0.536 R 0.493 F 0.579][D acc: 0.742 R 0.734 F 0.750][G loss: 1.440 acc: 0.078] 0:02:38.162027 2954 [D loss: 0.541 R 0.583 F 0.498][D acc: 0.727 R 0.641 F 0.812][G loss: 1.631 acc: 0.062] 0:02:38.240401 2955 [D loss: 0.526 R 0.499 F 0.553][D acc: 0.734 R 0.688 F 0.781][G loss: 2.028 acc: 0.031] 0:02:38.323771 2956 [D loss: 0.533 R 0.610 F 0.457][D acc: 0.742 R 0.625 F 0.859][G loss: 1.737 acc: 0.062] 0:02:38.396886 2957 [D loss: 0.585 R 0.671 F 0.499][D acc: 0.680 R 0.594 F 0.766][G loss: 1.412 acc: 0.094] 0:02:38.476065 2958 [D loss: 0.439 R 0.440 F 0.438][D acc: 0.781 R 0.703 F 0.859][G loss: 1.512 acc: 0.094] 0:02:38.552014 2959 [D loss: 0.504 R 0.519 F 0.489][D acc: 0.742 R 0.688 F 0.797][G loss: 1.604 acc: 0.078] 0:02:38.623775 2960 [D loss: 0.507 R 0.502 F 0.512][D acc: 0.773 R 0.719 F 0.828][G loss: 1.401 acc: 0.078] 0:02:38.705197 2961 [D loss: 0.560 R 0.585 F 0.536][D acc: 0.711 R 0.625 F 0.797][G loss: 1.490 acc: 0.078] 0:02:38.786066 2962 [D loss: 0.574 R 0.591 F 0.557][D acc: 0.727 R 0.688 F 0.766][G loss: 1.433 acc: 0.078] 0:02:38.872424 2963 [D loss: 0.542 R 0.622 F 0.461][D acc: 0.758 R 0.641 F 0.875][G loss: 1.363 acc: 0.094] 0:02:38.949862 2964 [D loss: 0.664 R 0.693 F 0.635][D acc: 0.641 R 0.578 F 0.703][G loss: 1.360 acc: 0.062] 0:02:39.020421 2965 [D loss: 0.572 R 0.570 F 0.574][D acc: 0.711 R 0.609 F 0.812][G loss: 1.303 acc: 0.156] 0:02:39.090440 2966 [D loss: 0.564 R 0.583 F 0.545][D acc: 0.656 R 0.594 F 0.719][G loss: 1.441 acc: 0.078] 0:02:39.167038 2967 [D loss: 0.533 R 0.592 F 0.475][D acc: 0.719 R 0.641 F 0.797][G loss: 1.273 acc: 0.141] 0:02:39.239990 2968 [D loss: 0.626 R 0.654 F 0.599][D acc: 0.664 R 0.578 F 0.750][G loss: 1.385 acc: 0.047] 0:02:39.312762 2969 [D loss: 0.542 R 0.597 F 0.487][D acc: 0.734 R 0.625 F 0.844][G loss: 1.579 acc: 0.062] 0:02:39.401171 2970 [D loss: 0.550 R 0.447 F 0.653][D acc: 0.750 R 0.719 F 0.781][G loss: 1.556 acc: 0.031] 0:02:39.477128 2971 [D loss: 0.562 R 0.605 F 0.519][D acc: 0.727 R 0.641 F 0.812][G loss: 1.280 acc: 0.062] 0:02:39.553279 2972 [D loss: 0.446 R 0.519 F 0.373][D acc: 0.805 R 0.688 F 0.922][G loss: 1.348 acc: 0.078] 0:02:39.629102 2973 [D loss: 0.531 R 0.540 F 0.522][D acc: 0.703 R 0.688 F 0.719][G loss: 1.353 acc: 0.188] 0:02:39.703859 2974 [D loss: 0.531 R 0.580 F 0.483][D acc: 0.727 R 0.641 F 0.812][G loss: 1.249 acc: 0.094] 0:02:39.774631 2975 [D loss: 0.498 R 0.406 F 0.589][D acc: 0.773 R 0.797 F 0.750][G loss: 1.402 acc: 0.047] 0:02:39.860207 2976 [D loss: 0.500 R 0.483 F 0.517][D acc: 0.734 R 0.672 F 0.797][G loss: 1.604 acc: 0.078] 0:02:39.936370 2977 [D loss: 0.614 R 0.653 F 0.576][D acc: 0.703 R 0.609 F 0.797][G loss: 1.532 acc: 0.000] 0:02:40.013260 2978 [D loss: 0.651 R 0.640 F 0.662][D acc: 0.688 R 0.547 F 0.828][G loss: 1.293 acc: 0.109] 0:02:40.096288 2979 [D loss: 0.570 R 0.687 F 0.452][D acc: 0.742 R 0.609 F 0.875][G loss: 1.318 acc: 0.094] 0:02:40.184824 2980 [D loss: 0.494 R 0.477 F 0.512][D acc: 0.789 R 0.750 F 0.828][G loss: 1.353 acc: 0.109] 0:02:40.259383 2981 [D loss: 0.561 R 0.546 F 0.577][D acc: 0.727 R 0.672 F 0.781][G loss: 1.385 acc: 0.047] 0:02:40.337033 2982 [D loss: 0.523 R 0.508 F 0.538][D acc: 0.742 R 0.672 F 0.812][G loss: 1.397 acc: 0.125] 0:02:40.413725 2983 [D loss: 0.530 R 0.567 F 0.493][D acc: 0.750 R 0.656 F 0.844][G loss: 1.364 acc: 0.156] 0:02:40.485844 2984 [D loss: 0.567 R 0.530 F 0.604][D acc: 0.719 R 0.719 F 0.719][G loss: 1.352 acc: 0.078] 0:02:40.561424 2985 [D loss: 0.516 R 0.605 F 0.427][D acc: 0.758 R 0.672 F 0.844][G loss: 1.490 acc: 0.094] 0:02:40.634182 2986 [D loss: 0.489 R 0.536 F 0.442][D acc: 0.781 R 0.672 F 0.891][G loss: 1.466 acc: 0.094] 0:02:40.714007 2987 [D loss: 0.511 R 0.528 F 0.494][D acc: 0.719 R 0.688 F 0.750][G loss: 1.416 acc: 0.109] 0:02:40.789459 2988 [D loss: 0.472 R 0.514 F 0.431][D acc: 0.797 R 0.734 F 0.859][G loss: 1.428 acc: 0.109] 0:02:40.871882 2989 [D loss: 0.546 R 0.417 F 0.676][D acc: 0.750 R 0.828 F 0.672][G loss: 1.482 acc: 0.094] 0:02:40.949100 2990 [D loss: 0.487 R 0.568 F 0.406][D acc: 0.734 R 0.609 F 0.859][G loss: 1.325 acc: 0.094] 0:02:41.029046 2991 [D loss: 0.525 R 0.424 F 0.625][D acc: 0.781 R 0.797 F 0.766][G loss: 1.328 acc: 0.141] 0:02:41.101829 2992 [D loss: 0.559 R 0.616 F 0.502][D acc: 0.648 R 0.531 F 0.766][G loss: 1.440 acc: 0.047] 0:02:41.177705 2993 [D loss: 0.501 R 0.526 F 0.476][D acc: 0.742 R 0.719 F 0.766][G loss: 1.474 acc: 0.109] 0:02:41.255561 2994 [D loss: 0.510 R 0.473 F 0.547][D acc: 0.742 R 0.688 F 0.797][G loss: 1.492 acc: 0.047] 0:02:41.336614 2995 [D loss: 0.528 R 0.571 F 0.486][D acc: 0.727 R 0.625 F 0.828][G loss: 1.305 acc: 0.141] 0:02:41.409722 2996 [D loss: 0.555 R 0.489 F 0.621][D acc: 0.688 R 0.656 F 0.719][G loss: 1.324 acc: 0.141] 0:02:41.494184 2997 [D loss: 0.581 R 0.528 F 0.634][D acc: 0.703 R 0.656 F 0.750][G loss: 1.275 acc: 0.156] 0:02:41.568077 2998 [D loss: 0.624 R 0.507 F 0.741][D acc: 0.695 R 0.766 F 0.625][G loss: 1.336 acc: 0.062] 0:02:41.640702 2999 [D loss: 0.584 R 0.641 F 0.527][D acc: 0.703 R 0.609 F 0.797][G loss: 1.332 acc: 0.125] 0:02:41.719753 3000 [D loss: 0.565 R 0.633 F 0.497][D acc: 0.750 R 0.625 F 0.875][G loss: 1.236 acc: 0.109] 0:02:41.791053 3001 [D loss: 0.553 R 0.607 F 0.498][D acc: 0.758 R 0.688 F 0.828][G loss: 1.250 acc: 0.172] 0:02:41.866580 3002 [D loss: 0.536 R 0.524 F 0.547][D acc: 0.781 R 0.719 F 0.844][G loss: 1.264 acc: 0.141] 0:02:41.951069 3003 [D loss: 0.536 R 0.483 F 0.588][D acc: 0.727 R 0.688 F 0.766][G loss: 1.401 acc: 0.047] 0:02:42.028972 3004 [D loss: 0.597 R 0.626 F 0.567][D acc: 0.680 R 0.562 F 0.797][G loss: 1.516 acc: 0.094] 0:02:42.101953 3005 [D loss: 0.559 R 0.561 F 0.556][D acc: 0.711 R 0.656 F 0.766][G loss: 1.458 acc: 0.094] 0:02:42.184024 3006 [D loss: 0.574 R 0.615 F 0.532][D acc: 0.672 R 0.578 F 0.766][G loss: 1.387 acc: 0.062] 0:02:42.259314 3007 [D loss: 0.525 R 0.547 F 0.503][D acc: 0.742 R 0.688 F 0.797][G loss: 1.333 acc: 0.078] 0:02:42.332331 3008 [D loss: 0.530 R 0.616 F 0.444][D acc: 0.695 R 0.547 F 0.844][G loss: 1.323 acc: 0.062] 0:02:42.414430 3009 [D loss: 0.540 R 0.512 F 0.567][D acc: 0.695 R 0.656 F 0.734][G loss: 1.555 acc: 0.047] 0:02:42.498445 3010 [D loss: 0.535 R 0.552 F 0.517][D acc: 0.711 R 0.672 F 0.750][G loss: 1.455 acc: 0.078] 0:02:42.572464 3011 [D loss: 0.552 R 0.496 F 0.609][D acc: 0.734 R 0.703 F 0.766][G loss: 1.407 acc: 0.109] 0:02:42.652153 3012 [D loss: 0.513 R 0.580 F 0.446][D acc: 0.750 R 0.609 F 0.891][G loss: 1.338 acc: 0.125] 0:02:42.729409 3013 [D loss: 0.583 R 0.680 F 0.487][D acc: 0.734 R 0.609 F 0.859][G loss: 1.358 acc: 0.188] 0:02:42.808290 3014 [D loss: 0.535 R 0.592 F 0.477][D acc: 0.703 R 0.656 F 0.750][G loss: 1.360 acc: 0.078] 0:02:42.913955 3015 [D loss: 0.459 R 0.397 F 0.521][D acc: 0.789 R 0.781 F 0.797][G loss: 1.332 acc: 0.156] 0:02:42.989422 3016 [D loss: 0.633 R 0.549 F 0.718][D acc: 0.672 R 0.672 F 0.672][G loss: 1.433 acc: 0.062] 0:02:43.063243 3017 [D loss: 0.483 R 0.487 F 0.480][D acc: 0.766 R 0.703 F 0.828][G loss: 1.395 acc: 0.094] 0:02:43.142317 3018 [D loss: 0.521 R 0.551 F 0.491][D acc: 0.695 R 0.641 F 0.750][G loss: 1.424 acc: 0.109] 0:02:43.215941 3019 [D loss: 0.598 R 0.578 F 0.619][D acc: 0.648 R 0.578 F 0.719][G loss: 1.526 acc: 0.109] 0:02:43.289536 3020 [D loss: 0.512 R 0.603 F 0.420][D acc: 0.758 R 0.594 F 0.922][G loss: 1.476 acc: 0.062] 0:02:43.388549 3021 [D loss: 0.513 R 0.414 F 0.612][D acc: 0.758 R 0.750 F 0.766][G loss: 1.424 acc: 0.094] 0:02:43.461804 3022 [D loss: 0.532 R 0.543 F 0.521][D acc: 0.734 R 0.656 F 0.812][G loss: 1.410 acc: 0.109] 0:02:43.551632 3023 [D loss: 0.477 R 0.522 F 0.432][D acc: 0.773 R 0.672 F 0.875][G loss: 1.280 acc: 0.156] 0:02:43.641995 3024 [D loss: 0.573 R 0.527 F 0.618][D acc: 0.727 R 0.703 F 0.750][G loss: 1.487 acc: 0.078] 0:02:43.721746 3025 [D loss: 0.467 R 0.547 F 0.387][D acc: 0.797 R 0.672 F 0.922][G loss: 1.496 acc: 0.109] 0:02:43.797742 3026 [D loss: 0.538 R 0.629 F 0.447][D acc: 0.742 R 0.609 F 0.875][G loss: 1.643 acc: 0.125] 0:02:43.888088 3027 [D loss: 0.528 R 0.554 F 0.502][D acc: 0.742 R 0.688 F 0.797][G loss: 1.500 acc: 0.125] 0:02:43.962492 3028 [D loss: 0.651 R 0.642 F 0.661][D acc: 0.664 R 0.609 F 0.719][G loss: 1.393 acc: 0.078] 0:02:44.036168 3029 [D loss: 0.526 R 0.535 F 0.516][D acc: 0.719 R 0.641 F 0.797][G loss: 1.391 acc: 0.047] 0:02:44.121964 3030 [D loss: 0.544 R 0.601 F 0.487][D acc: 0.727 R 0.609 F 0.844][G loss: 1.476 acc: 0.078] 0:02:44.204654 3031 [D loss: 0.524 R 0.570 F 0.477][D acc: 0.734 R 0.625 F 0.844][G loss: 1.366 acc: 0.109] 0:02:44.282558 3032 [D loss: 0.494 R 0.505 F 0.483][D acc: 0.742 R 0.688 F 0.797][G loss: 1.369 acc: 0.141] 0:02:44.379680 3033 [D loss: 0.530 R 0.469 F 0.591][D acc: 0.773 R 0.734 F 0.812][G loss: 1.519 acc: 0.031] 0:02:44.456630 3034 [D loss: 0.488 R 0.448 F 0.528][D acc: 0.781 R 0.750 F 0.812][G loss: 1.471 acc: 0.062] 0:02:44.528754 3035 [D loss: 0.564 R 0.648 F 0.480][D acc: 0.727 R 0.594 F 0.859][G loss: 1.509 acc: 0.094] 0:02:44.605387 3036 [D loss: 0.469 R 0.467 F 0.471][D acc: 0.727 R 0.672 F 0.781][G loss: 1.535 acc: 0.078] 0:02:44.680096 3037 [D loss: 0.495 R 0.493 F 0.496][D acc: 0.758 R 0.703 F 0.812][G loss: 1.364 acc: 0.156] 0:02:44.749558 3038 [D loss: 0.528 R 0.482 F 0.574][D acc: 0.812 R 0.719 F 0.906][G loss: 1.534 acc: 0.031] 0:02:44.841489 3039 [D loss: 0.497 R 0.493 F 0.500][D acc: 0.734 R 0.688 F 0.781][G loss: 1.434 acc: 0.172] 0:02:44.918545 3040 [D loss: 0.576 R 0.579 F 0.573][D acc: 0.727 R 0.641 F 0.812][G loss: 1.478 acc: 0.078] 0:02:45.002353 3041 [D loss: 0.533 R 0.611 F 0.455][D acc: 0.719 R 0.578 F 0.859][G loss: 1.353 acc: 0.109] 0:02:45.086628 3042 [D loss: 0.476 R 0.464 F 0.489][D acc: 0.742 R 0.703 F 0.781][G loss: 1.425 acc: 0.125] 0:02:45.171773 3043 [D loss: 0.537 R 0.533 F 0.540][D acc: 0.734 R 0.672 F 0.797][G loss: 1.406 acc: 0.094] 0:02:45.245061 3044 [D loss: 0.626 R 0.620 F 0.632][D acc: 0.688 R 0.594 F 0.781][G loss: 1.375 acc: 0.062] 0:02:45.324651 3045 [D loss: 0.517 R 0.565 F 0.470][D acc: 0.742 R 0.656 F 0.828][G loss: 1.321 acc: 0.109] 0:02:45.400930 3046 [D loss: 0.550 R 0.620 F 0.479][D acc: 0.719 R 0.625 F 0.812][G loss: 1.452 acc: 0.047] 0:02:45.473656 3047 [D loss: 0.532 R 0.491 F 0.573][D acc: 0.719 R 0.672 F 0.766][G loss: 1.364 acc: 0.078] 0:02:45.549501 3048 [D loss: 0.556 R 0.553 F 0.560][D acc: 0.695 R 0.672 F 0.719][G loss: 1.503 acc: 0.078] 0:02:45.619018 3049 [D loss: 0.545 R 0.560 F 0.530][D acc: 0.719 R 0.641 F 0.797][G loss: 1.371 acc: 0.094] 0:02:45.699716 3050 [D loss: 0.452 R 0.455 F 0.449][D acc: 0.789 R 0.734 F 0.844][G loss: 1.383 acc: 0.141] 0:02:45.777634 3051 [D loss: 0.529 R 0.520 F 0.538][D acc: 0.750 R 0.703 F 0.797][G loss: 1.303 acc: 0.141] 0:02:45.853500 3052 [D loss: 0.505 R 0.532 F 0.478][D acc: 0.750 R 0.719 F 0.781][G loss: 1.558 acc: 0.109] 0:02:45.934387 3053 [D loss: 0.607 R 0.670 F 0.543][D acc: 0.688 R 0.641 F 0.734][G loss: 1.588 acc: 0.125] 0:02:46.016021 3054 [D loss: 0.619 R 0.482 F 0.755][D acc: 0.664 R 0.734 F 0.594][G loss: 1.486 acc: 0.047] 0:02:46.091787 3055 [D loss: 0.557 R 0.654 F 0.459][D acc: 0.719 R 0.578 F 0.859][G loss: 1.357 acc: 0.094] 0:02:46.168886 3056 [D loss: 0.595 R 0.591 F 0.600][D acc: 0.672 R 0.578 F 0.766][G loss: 1.434 acc: 0.031] 0:02:46.248615 3057 [D loss: 0.516 R 0.557 F 0.476][D acc: 0.766 R 0.688 F 0.844][G loss: 1.346 acc: 0.078] 0:02:46.327310 3058 [D loss: 0.458 R 0.485 F 0.431][D acc: 0.773 R 0.688 F 0.859][G loss: 1.393 acc: 0.125] 0:02:46.401547 3059 [D loss: 0.594 R 0.388 F 0.801][D acc: 0.703 R 0.781 F 0.625][G loss: 1.550 acc: 0.062] 0:02:46.489562 3060 [D loss: 0.477 R 0.561 F 0.394][D acc: 0.758 R 0.609 F 0.906][G loss: 1.543 acc: 0.109] 0:02:46.563634 3061 [D loss: 0.515 R 0.567 F 0.463][D acc: 0.773 R 0.656 F 0.891][G loss: 1.485 acc: 0.109] 0:02:46.645009 3062 [D loss: 0.476 R 0.523 F 0.429][D acc: 0.750 R 0.656 F 0.844][G loss: 1.451 acc: 0.094] 0:02:46.725658 3063 [D loss: 0.546 R 0.459 F 0.633][D acc: 0.734 R 0.719 F 0.750][G loss: 1.384 acc: 0.109] 0:02:46.799918 3064 [D loss: 0.526 R 0.570 F 0.481][D acc: 0.734 R 0.688 F 0.781][G loss: 1.531 acc: 0.094] 0:02:46.884594 3065 [D loss: 0.538 R 0.532 F 0.544][D acc: 0.727 R 0.625 F 0.828][G loss: 1.546 acc: 0.031] 0:02:46.973254 3066 [D loss: 0.461 R 0.435 F 0.488][D acc: 0.812 R 0.812 F 0.812][G loss: 1.663 acc: 0.047] 0:02:47.058302 3067 [D loss: 0.626 R 0.587 F 0.665][D acc: 0.695 R 0.625 F 0.766][G loss: 1.632 acc: 0.031] 0:02:47.136496 3068 [D loss: 0.594 R 0.661 F 0.527][D acc: 0.742 R 0.703 F 0.781][G loss: 1.239 acc: 0.141] 0:02:47.220308 3069 [D loss: 0.504 R 0.507 F 0.500][D acc: 0.703 R 0.609 F 0.797][G loss: 1.578 acc: 0.047] 0:02:47.292901 3070 [D loss: 0.425 R 0.453 F 0.396][D acc: 0.805 R 0.719 F 0.891][G loss: 1.697 acc: 0.094] 0:02:47.365797 3071 [D loss: 0.441 R 0.468 F 0.415][D acc: 0.805 R 0.750 F 0.859][G loss: 1.585 acc: 0.031] 0:02:47.446681 3072 [D loss: 0.507 R 0.449 F 0.565][D acc: 0.750 R 0.719 F 0.781][G loss: 1.353 acc: 0.094] 0:02:47.520546 3073 [D loss: 0.527 R 0.489 F 0.566][D acc: 0.688 R 0.656 F 0.719][G loss: 1.482 acc: 0.078] 0:02:47.593109 3074 [D loss: 0.598 R 0.444 F 0.752][D acc: 0.711 R 0.703 F 0.719][G loss: 1.636 acc: 0.078] 0:02:47.670606 3075 [D loss: 0.581 R 0.741 F 0.422][D acc: 0.680 R 0.516 F 0.844][G loss: 1.497 acc: 0.078] 0:02:47.749357 3076 [D loss: 0.575 R 0.638 F 0.511][D acc: 0.680 R 0.609 F 0.750][G loss: 1.504 acc: 0.109] 0:02:47.818864 3077 [D loss: 0.547 R 0.505 F 0.590][D acc: 0.742 R 0.703 F 0.781][G loss: 1.477 acc: 0.109] 0:02:47.900865 3078 [D loss: 0.492 R 0.568 F 0.416][D acc: 0.758 R 0.609 F 0.906][G loss: 1.455 acc: 0.031] 0:02:47.979285 3079 [D loss: 0.530 R 0.526 F 0.534][D acc: 0.750 R 0.688 F 0.812][G loss: 1.519 acc: 0.188] 0:02:48.055430 3080 [D loss: 0.429 R 0.417 F 0.441][D acc: 0.820 R 0.750 F 0.891][G loss: 1.597 acc: 0.031] 0:02:48.147195 3081 [D loss: 0.509 R 0.538 F 0.480][D acc: 0.758 R 0.703 F 0.812][G loss: 1.466 acc: 0.062] 0:02:48.223702 3082 [D loss: 0.470 R 0.418 F 0.522][D acc: 0.758 R 0.750 F 0.766][G loss: 1.432 acc: 0.062] 0:02:48.297537 3083 [D loss: 0.537 R 0.621 F 0.452][D acc: 0.672 R 0.547 F 0.797][G loss: 1.406 acc: 0.062] 0:02:48.377112 3084 [D loss: 0.497 R 0.476 F 0.518][D acc: 0.789 R 0.719 F 0.859][G loss: 1.373 acc: 0.141] 0:02:48.450921 3085 [D loss: 0.546 R 0.649 F 0.443][D acc: 0.727 R 0.578 F 0.875][G loss: 1.406 acc: 0.109] 0:02:48.527955 3086 [D loss: 0.489 R 0.516 F 0.462][D acc: 0.734 R 0.656 F 0.812][G loss: 1.386 acc: 0.125] 0:02:48.607323 3087 [D loss: 0.682 R 0.590 F 0.774][D acc: 0.648 R 0.656 F 0.641][G loss: 1.410 acc: 0.094] 0:02:48.681782 3088 [D loss: 0.553 R 0.694 F 0.411][D acc: 0.688 R 0.516 F 0.859][G loss: 1.398 acc: 0.094] 0:02:48.760389 3089 [D loss: 0.572 R 0.672 F 0.473][D acc: 0.703 R 0.594 F 0.812][G loss: 1.465 acc: 0.094] 0:02:48.836521 3090 [D loss: 0.464 R 0.416 F 0.511][D acc: 0.797 R 0.750 F 0.844][G loss: 1.600 acc: 0.031] 0:02:48.935649 3091 [D loss: 0.414 R 0.454 F 0.373][D acc: 0.805 R 0.734 F 0.875][G loss: 1.436 acc: 0.078] 0:02:49.014304 3092 [D loss: 0.584 R 0.582 F 0.587][D acc: 0.695 R 0.625 F 0.766][G loss: 1.431 acc: 0.125] 0:02:49.106768 3093 [D loss: 0.581 R 0.559 F 0.603][D acc: 0.680 R 0.625 F 0.734][G loss: 1.663 acc: 0.047] 0:02:49.184377 3094 [D loss: 0.530 R 0.654 F 0.406][D acc: 0.742 R 0.609 F 0.875][G loss: 1.546 acc: 0.109] 0:02:49.255825 3095 [D loss: 0.415 R 0.380 F 0.450][D acc: 0.789 R 0.734 F 0.844][G loss: 1.663 acc: 0.094] 0:02:49.336539 3096 [D loss: 0.604 R 0.573 F 0.635][D acc: 0.672 R 0.641 F 0.703][G loss: 1.500 acc: 0.062] 0:02:49.409312 3097 [D loss: 0.535 R 0.600 F 0.470][D acc: 0.758 R 0.641 F 0.875][G loss: 1.543 acc: 0.031] 0:02:49.487801 3098 [D loss: 0.573 R 0.617 F 0.530][D acc: 0.695 R 0.594 F 0.797][G loss: 1.445 acc: 0.125] 0:02:49.565157 3099 [D loss: 0.475 R 0.515 F 0.435][D acc: 0.773 R 0.703 F 0.844][G loss: 1.531 acc: 0.047] 0:02:49.639624 3100 [D loss: 0.512 R 0.514 F 0.510][D acc: 0.719 R 0.672 F 0.766][G loss: 1.506 acc: 0.047] 0:02:49.722085 3101 [D loss: 0.495 R 0.541 F 0.450][D acc: 0.781 R 0.688 F 0.875][G loss: 1.518 acc: 0.031] 0:02:49.805888 3102 [D loss: 0.560 R 0.600 F 0.519][D acc: 0.734 R 0.625 F 0.844][G loss: 1.397 acc: 0.125] 0:02:49.886244 3103 [D loss: 0.470 R 0.553 F 0.387][D acc: 0.766 R 0.641 F 0.891][G loss: 1.349 acc: 0.156] 0:02:49.971276 3104 [D loss: 0.490 R 0.478 F 0.501][D acc: 0.766 R 0.734 F 0.797][G loss: 1.406 acc: 0.062] 0:02:50.051024 3105 [D loss: 0.736 R 0.533 F 0.938][D acc: 0.633 R 0.656 F 0.609][G loss: 1.500 acc: 0.047] 0:02:50.126845 3106 [D loss: 0.554 R 0.553 F 0.554][D acc: 0.742 R 0.672 F 0.812][G loss: 1.402 acc: 0.031] 0:02:50.201149 3107 [D loss: 0.493 R 0.539 F 0.448][D acc: 0.734 R 0.672 F 0.797][G loss: 1.347 acc: 0.094] 0:02:50.278479 3108 [D loss: 0.434 R 0.461 F 0.407][D acc: 0.773 R 0.672 F 0.875][G loss: 1.397 acc: 0.109] 0:02:50.355349 3109 [D loss: 0.528 R 0.455 F 0.601][D acc: 0.750 R 0.719 F 0.781][G loss: 1.563 acc: 0.094] 0:02:50.432860 3110 [D loss: 0.657 R 0.565 F 0.750][D acc: 0.703 R 0.641 F 0.766][G loss: 1.445 acc: 0.094] 0:02:50.514923 3111 [D loss: 0.558 R 0.677 F 0.438][D acc: 0.633 R 0.453 F 0.812][G loss: 1.515 acc: 0.109] 0:02:50.589991 3112 [D loss: 0.631 R 0.545 F 0.718][D acc: 0.695 R 0.688 F 0.703][G loss: 1.301 acc: 0.062] 0:02:50.663058 3113 [D loss: 0.506 R 0.583 F 0.429][D acc: 0.758 R 0.609 F 0.906][G loss: 1.362 acc: 0.156] 0:02:50.740577 3114 [D loss: 0.476 R 0.468 F 0.483][D acc: 0.758 R 0.703 F 0.812][G loss: 1.470 acc: 0.094] 0:02:50.815487 3115 [D loss: 0.572 R 0.531 F 0.614][D acc: 0.734 R 0.688 F 0.781][G loss: 1.366 acc: 0.109] 0:02:50.888884 3116 [D loss: 0.531 R 0.548 F 0.515][D acc: 0.734 R 0.688 F 0.781][G loss: 1.490 acc: 0.062] 0:02:50.971422 3117 [D loss: 0.497 R 0.456 F 0.537][D acc: 0.781 R 0.719 F 0.844][G loss: 1.455 acc: 0.094] 0:02:51.045211 3118 [D loss: 0.548 R 0.587 F 0.509][D acc: 0.695 R 0.609 F 0.781][G loss: 1.481 acc: 0.047] 0:02:51.128674 3119 [D loss: 0.598 R 0.589 F 0.607][D acc: 0.664 R 0.594 F 0.734][G loss: 1.301 acc: 0.109] 0:02:51.211431 3120 [D loss: 0.487 R 0.548 F 0.426][D acc: 0.773 R 0.672 F 0.875][G loss: 1.626 acc: 0.047] 0:02:51.289857 3121 [D loss: 0.485 R 0.558 F 0.411][D acc: 0.758 R 0.672 F 0.844][G loss: 1.380 acc: 0.141] 0:02:51.366145 3122 [D loss: 0.470 R 0.403 F 0.536][D acc: 0.750 R 0.750 F 0.750][G loss: 1.528 acc: 0.125] 0:02:51.445563 3123 [D loss: 0.470 R 0.558 F 0.381][D acc: 0.781 R 0.656 F 0.906][G loss: 1.472 acc: 0.125] 0:02:51.520057 3124 [D loss: 0.446 R 0.447 F 0.446][D acc: 0.828 R 0.750 F 0.906][G loss: 1.493 acc: 0.125] 0:02:51.595422 3125 [D loss: 0.532 R 0.491 F 0.574][D acc: 0.711 R 0.672 F 0.750][G loss: 1.498 acc: 0.141] 0:02:51.676079 3126 [D loss: 0.528 R 0.523 F 0.534][D acc: 0.750 R 0.703 F 0.797][G loss: 1.575 acc: 0.078] 0:02:51.749662 3127 [D loss: 0.541 R 0.493 F 0.589][D acc: 0.719 R 0.688 F 0.750][G loss: 1.515 acc: 0.141] 0:02:51.830077 3128 [D loss: 0.524 R 0.615 F 0.433][D acc: 0.734 R 0.594 F 0.875][G loss: 1.471 acc: 0.109] 0:02:51.913388 3129 [D loss: 0.616 R 0.669 F 0.562][D acc: 0.672 R 0.594 F 0.750][G loss: 1.425 acc: 0.031] 0:02:51.994926 3130 [D loss: 0.514 R 0.569 F 0.459][D acc: 0.734 R 0.609 F 0.859][G loss: 1.430 acc: 0.047] 0:02:52.070669 3131 [D loss: 0.538 R 0.561 F 0.514][D acc: 0.750 R 0.672 F 0.828][G loss: 1.432 acc: 0.078] 0:02:52.154111 3132 [D loss: 0.507 R 0.502 F 0.512][D acc: 0.727 R 0.672 F 0.781][G loss: 1.341 acc: 0.141] 0:02:52.229722 3133 [D loss: 0.515 R 0.463 F 0.567][D acc: 0.742 R 0.734 F 0.750][G loss: 1.616 acc: 0.125] 0:02:52.306245 3134 [D loss: 0.652 R 0.622 F 0.682][D acc: 0.766 R 0.719 F 0.812][G loss: 1.622 acc: 0.047] 0:02:52.385529 3135 [D loss: 0.621 R 0.698 F 0.543][D acc: 0.719 R 0.609 F 0.828][G loss: 1.345 acc: 0.078] 0:02:52.461378 3136 [D loss: 0.459 R 0.499 F 0.420][D acc: 0.797 R 0.719 F 0.875][G loss: 1.452 acc: 0.109] 0:02:52.544997 3137 [D loss: 0.520 R 0.556 F 0.484][D acc: 0.711 R 0.641 F 0.781][G loss: 1.423 acc: 0.031] 0:02:52.629086 3138 [D loss: 0.477 R 0.509 F 0.444][D acc: 0.781 R 0.703 F 0.859][G loss: 1.437 acc: 0.109] 0:02:52.714577 3139 [D loss: 0.675 R 0.656 F 0.694][D acc: 0.586 R 0.516 F 0.656][G loss: 1.409 acc: 0.062] 0:02:52.787681 3140 [D loss: 0.542 R 0.656 F 0.427][D acc: 0.703 R 0.562 F 0.844][G loss: 1.286 acc: 0.141] 0:02:52.863871 3141 [D loss: 0.498 R 0.552 F 0.443][D acc: 0.742 R 0.609 F 0.875][G loss: 1.365 acc: 0.141] 0:02:52.941497 3142 [D loss: 0.541 R 0.608 F 0.474][D acc: 0.672 R 0.594 F 0.750][G loss: 1.285 acc: 0.156] 0:02:53.024024 3143 [D loss: 0.453 R 0.419 F 0.488][D acc: 0.766 R 0.734 F 0.797][G loss: 1.535 acc: 0.125] 0:02:53.110796 3144 [D loss: 0.561 R 0.643 F 0.479][D acc: 0.711 R 0.656 F 0.766][G loss: 1.350 acc: 0.094] 0:02:53.192946 3145 [D loss: 0.542 R 0.535 F 0.549][D acc: 0.703 R 0.562 F 0.844][G loss: 1.256 acc: 0.125] 0:02:53.264591 3146 [D loss: 0.554 R 0.502 F 0.607][D acc: 0.688 R 0.672 F 0.703][G loss: 1.374 acc: 0.094] 0:02:53.340284 3147 [D loss: 0.554 R 0.591 F 0.517][D acc: 0.695 R 0.594 F 0.797][G loss: 1.318 acc: 0.141] 0:02:53.435715 3148 [D loss: 0.499 R 0.521 F 0.478][D acc: 0.734 R 0.672 F 0.797][G loss: 1.507 acc: 0.141] 0:02:53.511110 3149 [D loss: 0.537 R 0.528 F 0.546][D acc: 0.742 R 0.672 F 0.812][G loss: 1.607 acc: 0.078] 0:02:53.592196 3150 [D loss: 0.599 R 0.628 F 0.570][D acc: 0.656 R 0.594 F 0.719][G loss: 1.332 acc: 0.047] 0:02:53.675576 3151 [D loss: 0.499 R 0.593 F 0.405][D acc: 0.727 R 0.594 F 0.859][G loss: 1.360 acc: 0.109] 0:02:53.753889 3152 [D loss: 0.557 R 0.546 F 0.568][D acc: 0.703 R 0.672 F 0.734][G loss: 1.316 acc: 0.078] 0:02:53.828893 3153 [D loss: 0.651 R 0.605 F 0.697][D acc: 0.672 R 0.609 F 0.734][G loss: 1.349 acc: 0.109] 0:02:53.907220 3154 [D loss: 0.608 R 0.602 F 0.613][D acc: 0.734 R 0.641 F 0.828][G loss: 1.406 acc: 0.125] 0:02:53.988707 3155 [D loss: 0.561 R 0.686 F 0.437][D acc: 0.719 R 0.531 F 0.906][G loss: 1.313 acc: 0.078] 0:02:54.066227 3156 [D loss: 0.450 R 0.444 F 0.457][D acc: 0.820 R 0.766 F 0.875][G loss: 1.509 acc: 0.078] 0:02:54.139017 3157 [D loss: 0.543 R 0.470 F 0.617][D acc: 0.742 R 0.703 F 0.781][G loss: 1.371 acc: 0.078] 0:02:54.215020 3158 [D loss: 0.455 R 0.438 F 0.471][D acc: 0.781 R 0.703 F 0.859][G loss: 1.445 acc: 0.078] 0:02:54.311909 3159 [D loss: 0.613 R 0.592 F 0.634][D acc: 0.703 R 0.672 F 0.734][G loss: 1.564 acc: 0.000] 0:02:54.385557 3160 [D loss: 0.555 R 0.586 F 0.524][D acc: 0.711 R 0.656 F 0.766][G loss: 1.346 acc: 0.094] 0:02:54.473565 3161 [D loss: 0.518 R 0.547 F 0.490][D acc: 0.688 R 0.641 F 0.734][G loss: 1.608 acc: 0.000] 0:02:54.548882 3162 [D loss: 0.477 R 0.525 F 0.428][D acc: 0.742 R 0.609 F 0.875][G loss: 1.447 acc: 0.078] 0:02:54.631631 3163 [D loss: 0.547 R 0.486 F 0.607][D acc: 0.734 R 0.703 F 0.766][G loss: 1.467 acc: 0.047] 0:02:54.712593 3164 [D loss: 0.588 R 0.704 F 0.471][D acc: 0.688 R 0.516 F 0.859][G loss: 1.334 acc: 0.078] 0:02:54.790738 3165 [D loss: 0.482 R 0.490 F 0.474][D acc: 0.797 R 0.750 F 0.844][G loss: 1.416 acc: 0.078] 0:02:54.864749 3166 [D loss: 0.549 R 0.522 F 0.576][D acc: 0.727 R 0.703 F 0.750][G loss: 1.500 acc: 0.078] 0:02:54.941547 3167 [D loss: 0.505 R 0.501 F 0.510][D acc: 0.727 R 0.672 F 0.781][G loss: 1.433 acc: 0.109] 0:02:55.029111 3168 [D loss: 0.518 R 0.445 F 0.590][D acc: 0.758 R 0.750 F 0.766][G loss: 1.643 acc: 0.062] 0:02:55.102325 3169 [D loss: 0.661 R 0.726 F 0.596][D acc: 0.672 R 0.547 F 0.797][G loss: 1.461 acc: 0.016] 0:02:55.174200 3170 [D loss: 0.562 R 0.619 F 0.504][D acc: 0.711 R 0.578 F 0.844][G loss: 1.388 acc: 0.047] 0:02:55.258172 3171 [D loss: 0.496 R 0.533 F 0.459][D acc: 0.750 R 0.672 F 0.828][G loss: 1.469 acc: 0.062] 0:02:55.333717 3172 [D loss: 0.580 R 0.642 F 0.518][D acc: 0.688 R 0.562 F 0.812][G loss: 1.271 acc: 0.062] 0:02:55.406591 3173 [D loss: 0.581 R 0.593 F 0.569][D acc: 0.742 R 0.609 F 0.875][G loss: 1.409 acc: 0.062] 0:02:55.488031 3174 [D loss: 0.596 R 0.655 F 0.537][D acc: 0.656 R 0.547 F 0.766][G loss: 1.292 acc: 0.109] 0:02:55.565178 3175 [D loss: 0.587 R 0.563 F 0.612][D acc: 0.688 R 0.625 F 0.750][G loss: 1.407 acc: 0.062] 0:02:55.638658 3176 [D loss: 0.595 R 0.732 F 0.458][D acc: 0.680 R 0.531 F 0.828][G loss: 1.286 acc: 0.047] 0:02:55.719744 3177 [D loss: 0.546 R 0.501 F 0.591][D acc: 0.766 R 0.734 F 0.797][G loss: 1.424 acc: 0.094] 0:02:55.795424 3178 [D loss: 0.542 R 0.571 F 0.512][D acc: 0.727 R 0.688 F 0.766][G loss: 1.321 acc: 0.172] 0:02:55.878726 3179 [D loss: 0.424 R 0.404 F 0.444][D acc: 0.836 R 0.766 F 0.906][G loss: 1.463 acc: 0.172] 0:02:55.967330 3180 [D loss: 0.622 R 0.495 F 0.748][D acc: 0.688 R 0.719 F 0.656][G loss: 1.372 acc: 0.094] 0:02:56.055478 3181 [D loss: 0.574 R 0.647 F 0.501][D acc: 0.727 R 0.609 F 0.844][G loss: 1.382 acc: 0.094] 0:02:56.127510 3182 [D loss: 0.542 R 0.522 F 0.561][D acc: 0.711 R 0.703 F 0.719][G loss: 1.415 acc: 0.109] 0:02:56.205126 3183 [D loss: 0.592 R 0.694 F 0.490][D acc: 0.711 R 0.594 F 0.828][G loss: 1.450 acc: 0.141] 0:02:56.279664 3184 [D loss: 0.485 R 0.490 F 0.481][D acc: 0.766 R 0.656 F 0.875][G loss: 1.499 acc: 0.125] 0:02:56.353265 3185 [D loss: 0.543 R 0.558 F 0.528][D acc: 0.742 R 0.672 F 0.812][G loss: 1.474 acc: 0.078] 0:02:56.434084 3186 [D loss: 0.570 R 0.502 F 0.637][D acc: 0.680 R 0.719 F 0.641][G loss: 1.311 acc: 0.078] 0:02:56.507842 3187 [D loss: 0.554 R 0.624 F 0.483][D acc: 0.688 R 0.562 F 0.812][G loss: 1.270 acc: 0.141] 0:02:56.582756 3188 [D loss: 0.521 R 0.449 F 0.594][D acc: 0.750 R 0.797 F 0.703][G loss: 1.438 acc: 0.062] 0:02:56.675385 3189 [D loss: 0.536 R 0.599 F 0.473][D acc: 0.703 R 0.578 F 0.828][G loss: 1.386 acc: 0.156] 0:02:56.749543 3190 [D loss: 0.495 R 0.544 F 0.446][D acc: 0.750 R 0.703 F 0.797][G loss: 1.466 acc: 0.125] 0:02:56.824826 3191 [D loss: 0.473 R 0.448 F 0.499][D acc: 0.805 R 0.797 F 0.812][G loss: 1.641 acc: 0.047] 0:02:56.906910 3192 [D loss: 0.525 R 0.489 F 0.561][D acc: 0.750 R 0.688 F 0.812][G loss: 1.679 acc: 0.016] 0:02:56.982177 3193 [D loss: 0.531 R 0.575 F 0.487][D acc: 0.703 R 0.641 F 0.766][G loss: 1.544 acc: 0.062] 0:02:57.059721 3194 [D loss: 0.539 R 0.526 F 0.552][D acc: 0.758 R 0.734 F 0.781][G loss: 1.450 acc: 0.078] 0:02:57.134897 3195 [D loss: 0.547 R 0.545 F 0.548][D acc: 0.727 R 0.672 F 0.781][G loss: 1.474 acc: 0.109] 0:02:57.209137 3196 [D loss: 0.684 R 0.659 F 0.709][D acc: 0.648 R 0.625 F 0.672][G loss: 1.481 acc: 0.062] 0:02:57.289599 3197 [D loss: 0.517 R 0.570 F 0.464][D acc: 0.727 R 0.625 F 0.828][G loss: 1.320 acc: 0.156] 0:02:57.371955 3198 [D loss: 0.479 R 0.504 F 0.454][D acc: 0.727 R 0.672 F 0.781][G loss: 1.369 acc: 0.141] 0:02:57.444426 3199 [D loss: 0.661 R 0.641 F 0.681][D acc: 0.695 R 0.641 F 0.750][G loss: 1.230 acc: 0.141] 0:02:57.517582 3200 [D loss: 0.511 R 0.496 F 0.526][D acc: 0.742 R 0.703 F 0.781][G loss: 1.317 acc: 0.156] 0:02:57.596018 3201 [D loss: 0.454 R 0.423 F 0.486][D acc: 0.797 R 0.734 F 0.859][G loss: 1.426 acc: 0.109] 0:02:57.680484 3202 [D loss: 0.533 R 0.615 F 0.451][D acc: 0.719 R 0.625 F 0.812][G loss: 1.373 acc: 0.062] 0:02:57.752502 3203 [D loss: 0.534 R 0.499 F 0.570][D acc: 0.734 R 0.734 F 0.734][G loss: 1.447 acc: 0.062] 0:02:57.830068 3204 [D loss: 0.576 R 0.498 F 0.654][D acc: 0.727 R 0.688 F 0.766][G loss: 1.460 acc: 0.078] 0:02:57.910605 3205 [D loss: 0.496 R 0.636 F 0.355][D acc: 0.773 R 0.609 F 0.938][G loss: 1.363 acc: 0.078] 0:02:57.995607 3206 [D loss: 0.614 R 0.574 F 0.653][D acc: 0.688 R 0.641 F 0.734][G loss: 1.319 acc: 0.109] 0:02:58.080006 3207 [D loss: 0.436 R 0.387 F 0.484][D acc: 0.820 R 0.781 F 0.859][G loss: 1.382 acc: 0.094] 0:02:58.161077 3208 [D loss: 0.508 R 0.477 F 0.540][D acc: 0.758 R 0.703 F 0.812][G loss: 1.422 acc: 0.062] 0:02:58.242573 3209 [D loss: 0.564 R 0.652 F 0.475][D acc: 0.727 R 0.578 F 0.875][G loss: 1.638 acc: 0.062] 0:02:58.325470 3210 [D loss: 0.599 R 0.571 F 0.627][D acc: 0.672 R 0.609 F 0.734][G loss: 1.397 acc: 0.016] 0:02:58.403993 3211 [D loss: 0.510 R 0.540 F 0.481][D acc: 0.703 R 0.594 F 0.812][G loss: 1.328 acc: 0.188] 0:02:58.476790 3212 [D loss: 0.536 R 0.524 F 0.548][D acc: 0.719 R 0.656 F 0.781][G loss: 1.290 acc: 0.094] 0:02:58.553806 3213 [D loss: 0.593 R 0.662 F 0.524][D acc: 0.680 R 0.578 F 0.781][G loss: 1.398 acc: 0.125] 0:02:58.625160 3214 [D loss: 0.499 R 0.550 F 0.448][D acc: 0.781 R 0.641 F 0.922][G loss: 1.351 acc: 0.156] 0:02:58.711748 3215 [D loss: 0.576 R 0.587 F 0.564][D acc: 0.688 R 0.609 F 0.766][G loss: 1.348 acc: 0.047] 0:02:58.790234 3216 [D loss: 0.526 R 0.472 F 0.579][D acc: 0.773 R 0.766 F 0.781][G loss: 1.353 acc: 0.047] 0:02:58.862968 3217 [D loss: 0.473 R 0.464 F 0.483][D acc: 0.789 R 0.797 F 0.781][G loss: 1.385 acc: 0.062] 0:02:58.940281 3218 [D loss: 0.487 R 0.446 F 0.527][D acc: 0.820 R 0.812 F 0.828][G loss: 1.472 acc: 0.109] 0:02:59.023860 3219 [D loss: 0.531 R 0.454 F 0.608][D acc: 0.750 R 0.734 F 0.766][G loss: 1.535 acc: 0.078] 0:02:59.106672 3220 [D loss: 0.592 R 0.740 F 0.444][D acc: 0.641 R 0.469 F 0.812][G loss: 1.430 acc: 0.047] 0:02:59.199720 3221 [D loss: 0.557 R 0.618 F 0.495][D acc: 0.711 R 0.609 F 0.812][G loss: 1.331 acc: 0.078] 0:02:59.279490 3222 [D loss: 0.630 R 0.594 F 0.666][D acc: 0.680 R 0.609 F 0.750][G loss: 1.385 acc: 0.062] 0:02:59.359783 3223 [D loss: 0.533 R 0.612 F 0.455][D acc: 0.719 R 0.594 F 0.844][G loss: 1.230 acc: 0.062] 0:02:59.434355 3224 [D loss: 0.494 R 0.443 F 0.545][D acc: 0.812 R 0.734 F 0.891][G loss: 1.285 acc: 0.062] 0:02:59.517446 3225 [D loss: 0.506 R 0.532 F 0.481][D acc: 0.672 R 0.609 F 0.734][G loss: 1.252 acc: 0.141] 0:02:59.591712 3226 [D loss: 0.587 R 0.547 F 0.627][D acc: 0.672 R 0.641 F 0.703][G loss: 1.456 acc: 0.047] 0:02:59.664966 3227 [D loss: 0.527 R 0.567 F 0.488][D acc: 0.734 R 0.609 F 0.859][G loss: 1.323 acc: 0.078] 0:02:59.756031 3228 [D loss: 0.556 R 0.498 F 0.613][D acc: 0.750 R 0.719 F 0.781][G loss: 1.340 acc: 0.078] 0:02:59.832317 3229 [D loss: 0.560 R 0.609 F 0.511][D acc: 0.703 R 0.609 F 0.797][G loss: 1.354 acc: 0.062] 0:02:59.907777 3230 [D loss: 0.587 R 0.499 F 0.676][D acc: 0.711 R 0.656 F 0.766][G loss: 1.215 acc: 0.125] 0:02:59.990774 3231 [D loss: 0.578 R 0.620 F 0.537][D acc: 0.688 R 0.578 F 0.797][G loss: 1.370 acc: 0.047] 0:03:00.079578 3232 [D loss: 0.494 R 0.489 F 0.498][D acc: 0.766 R 0.703 F 0.828][G loss: 1.335 acc: 0.109] 0:03:00.155751 3233 [D loss: 0.625 R 0.533 F 0.717][D acc: 0.703 R 0.688 F 0.719][G loss: 1.366 acc: 0.047] 0:03:00.250979 3234 [D loss: 0.493 R 0.590 F 0.396][D acc: 0.766 R 0.594 F 0.938][G loss: 1.289 acc: 0.109] 0:03:00.331554 3235 [D loss: 0.549 R 0.596 F 0.503][D acc: 0.703 R 0.625 F 0.781][G loss: 1.271 acc: 0.125] 0:03:00.405847 3236 [D loss: 0.587 R 0.552 F 0.622][D acc: 0.711 R 0.656 F 0.766][G loss: 1.311 acc: 0.109] 0:03:00.495352 3237 [D loss: 0.557 R 0.600 F 0.514][D acc: 0.750 R 0.641 F 0.859][G loss: 1.385 acc: 0.047] 0:03:00.569734 3238 [D loss: 0.523 R 0.545 F 0.501][D acc: 0.766 R 0.719 F 0.812][G loss: 1.550 acc: 0.016] 0:03:00.640329 3239 [D loss: 0.521 R 0.582 F 0.459][D acc: 0.758 R 0.656 F 0.859][G loss: 1.249 acc: 0.156] 0:03:00.731948 3240 [D loss: 0.535 R 0.471 F 0.598][D acc: 0.711 R 0.719 F 0.703][G loss: 1.446 acc: 0.047] 0:03:00.808884 3241 [D loss: 0.547 R 0.563 F 0.531][D acc: 0.711 R 0.656 F 0.766][G loss: 1.339 acc: 0.094] 0:03:00.879925 3242 [D loss: 0.447 R 0.435 F 0.460][D acc: 0.820 R 0.750 F 0.891][G loss: 1.338 acc: 0.094] 0:03:00.958844 3243 [D loss: 0.515 R 0.476 F 0.554][D acc: 0.750 R 0.672 F 0.828][G loss: 1.436 acc: 0.109] 0:03:01.030552 3244 [D loss: 0.495 R 0.512 F 0.478][D acc: 0.797 R 0.734 F 0.859][G loss: 1.494 acc: 0.078] 0:03:01.106573 3245 [D loss: 0.495 R 0.450 F 0.540][D acc: 0.789 R 0.719 F 0.859][G loss: 1.476 acc: 0.141] 0:03:01.187285 3246 [D loss: 0.547 R 0.430 F 0.664][D acc: 0.734 R 0.719 F 0.750][G loss: 1.549 acc: 0.031] 0:03:01.266328 3247 [D loss: 0.437 R 0.541 F 0.334][D acc: 0.773 R 0.641 F 0.906][G loss: 1.575 acc: 0.078] 0:03:01.340762 3248 [D loss: 0.570 R 0.619 F 0.521][D acc: 0.688 R 0.594 F 0.781][G loss: 1.422 acc: 0.141] 0:03:01.423702 3249 [D loss: 0.460 R 0.475 F 0.445][D acc: 0.781 R 0.672 F 0.891][G loss: 1.341 acc: 0.094] 0:03:01.499206 3250 [D loss: 0.515 R 0.473 F 0.557][D acc: 0.742 R 0.734 F 0.750][G loss: 1.435 acc: 0.125] 0:03:01.572319 3251 [D loss: 0.513 R 0.459 F 0.567][D acc: 0.750 R 0.719 F 0.781][G loss: 1.441 acc: 0.094] 0:03:01.654954 3252 [D loss: 0.561 R 0.663 F 0.459][D acc: 0.680 R 0.531 F 0.828][G loss: 1.426 acc: 0.125] 0:03:01.734906 3253 [D loss: 0.473 R 0.451 F 0.495][D acc: 0.766 R 0.750 F 0.781][G loss: 1.507 acc: 0.062] 0:03:01.809787 3254 [D loss: 0.536 R 0.619 F 0.453][D acc: 0.742 R 0.594 F 0.891][G loss: 1.443 acc: 0.156] 0:03:01.891451 3255 [D loss: 0.471 R 0.573 F 0.369][D acc: 0.750 R 0.609 F 0.891][G loss: 1.609 acc: 0.109] 0:03:01.966745 3256 [D loss: 0.566 R 0.512 F 0.620][D acc: 0.711 R 0.656 F 0.766][G loss: 1.542 acc: 0.047] 0:03:02.039529 3257 [D loss: 0.535 R 0.586 F 0.485][D acc: 0.734 R 0.656 F 0.812][G loss: 1.424 acc: 0.062] 0:03:02.134573 3258 [D loss: 0.600 R 0.587 F 0.613][D acc: 0.695 R 0.656 F 0.734][G loss: 1.430 acc: 0.078] 0:03:02.211693 3259 [D loss: 0.484 R 0.531 F 0.436][D acc: 0.734 R 0.672 F 0.797][G loss: 1.364 acc: 0.109] 0:03:02.283232 3260 [D loss: 0.594 R 0.644 F 0.543][D acc: 0.688 R 0.547 F 0.828][G loss: 1.418 acc: 0.109] 0:03:02.363064 3261 [D loss: 0.619 R 0.682 F 0.557][D acc: 0.703 R 0.641 F 0.766][G loss: 1.261 acc: 0.188] 0:03:02.436501 3262 [D loss: 0.461 R 0.390 F 0.532][D acc: 0.781 R 0.812 F 0.750][G loss: 1.460 acc: 0.047] 0:03:02.510003 3263 [D loss: 0.509 R 0.579 F 0.439][D acc: 0.781 R 0.672 F 0.891][G loss: 1.443 acc: 0.047] 0:03:02.587065 3264 [D loss: 0.463 R 0.473 F 0.452][D acc: 0.773 R 0.672 F 0.875][G loss: 1.494 acc: 0.062] 0:03:02.659304 3265 [D loss: 0.527 R 0.535 F 0.520][D acc: 0.805 R 0.734 F 0.875][G loss: 1.216 acc: 0.172] 0:03:02.736784 3266 [D loss: 0.455 R 0.347 F 0.564][D acc: 0.812 R 0.797 F 0.828][G loss: 1.503 acc: 0.031] 0:03:02.825283 3267 [D loss: 0.480 R 0.535 F 0.425][D acc: 0.766 R 0.656 F 0.875][G loss: 1.409 acc: 0.094] 0:03:02.910561 3268 [D loss: 0.699 R 0.703 F 0.696][D acc: 0.617 R 0.594 F 0.641][G loss: 1.571 acc: 0.047] 0:03:02.989394 3269 [D loss: 0.583 R 0.649 F 0.518][D acc: 0.648 R 0.562 F 0.734][G loss: 1.436 acc: 0.141] 0:03:03.067386 3270 [D loss: 0.491 R 0.562 F 0.419][D acc: 0.750 R 0.594 F 0.906][G loss: 1.544 acc: 0.062] 0:03:03.150200 3271 [D loss: 0.519 R 0.427 F 0.610][D acc: 0.766 R 0.734 F 0.797][G loss: 1.447 acc: 0.047] 0:03:03.221988 3272 [D loss: 0.537 R 0.553 F 0.521][D acc: 0.758 R 0.656 F 0.859][G loss: 1.213 acc: 0.125] 0:03:03.300498 3273 [D loss: 0.612 R 0.661 F 0.562][D acc: 0.703 R 0.656 F 0.750][G loss: 1.442 acc: 0.031] 0:03:03.380312 3274 [D loss: 0.472 R 0.510 F 0.435][D acc: 0.797 R 0.750 F 0.844][G loss: 1.383 acc: 0.125] 0:03:03.449969 3275 [D loss: 0.505 R 0.466 F 0.545][D acc: 0.750 R 0.703 F 0.797][G loss: 1.411 acc: 0.094] 0:03:03.528600 3276 [D loss: 0.463 R 0.439 F 0.487][D acc: 0.766 R 0.719 F 0.812][G loss: 1.424 acc: 0.062] 0:03:03.598538 3277 [D loss: 0.530 R 0.585 F 0.476][D acc: 0.742 R 0.609 F 0.875][G loss: 1.526 acc: 0.078] 0:03:03.673375 3278 [D loss: 0.498 R 0.582 F 0.413][D acc: 0.758 R 0.625 F 0.891][G loss: 1.526 acc: 0.094] 0:03:03.753482 3279 [D loss: 0.518 R 0.474 F 0.561][D acc: 0.703 R 0.672 F 0.734][G loss: 1.697 acc: 0.016] 0:03:03.826484 3280 [D loss: 0.527 R 0.538 F 0.516][D acc: 0.758 R 0.641 F 0.875][G loss: 1.545 acc: 0.047] 0:03:03.906281 3281 [D loss: 0.467 R 0.517 F 0.417][D acc: 0.812 R 0.672 F 0.953][G loss: 1.415 acc: 0.094] 0:03:03.989141 3282 [D loss: 0.554 R 0.528 F 0.579][D acc: 0.719 R 0.656 F 0.781][G loss: 1.424 acc: 0.156] 0:03:04.062138 3283 [D loss: 0.570 R 0.536 F 0.604][D acc: 0.703 R 0.656 F 0.750][G loss: 1.401 acc: 0.062] 0:03:04.145540 3284 [D loss: 0.663 R 0.629 F 0.696][D acc: 0.656 R 0.625 F 0.688][G loss: 1.343 acc: 0.109] 0:03:04.229055 3285 [D loss: 0.521 R 0.597 F 0.444][D acc: 0.727 R 0.625 F 0.828][G loss: 1.300 acc: 0.125] 0:03:04.303438 3286 [D loss: 0.488 R 0.561 F 0.415][D acc: 0.766 R 0.641 F 0.891][G loss: 1.408 acc: 0.062] 0:03:04.378532 3287 [D loss: 0.439 R 0.452 F 0.425][D acc: 0.781 R 0.734 F 0.828][G loss: 1.522 acc: 0.078] 0:03:04.461861 3288 [D loss: 0.550 R 0.515 F 0.586][D acc: 0.703 R 0.656 F 0.750][G loss: 1.387 acc: 0.062] 0:03:04.533717 3289 [D loss: 0.561 R 0.469 F 0.654][D acc: 0.781 R 0.734 F 0.828][G loss: 1.483 acc: 0.047] 0:03:04.604122 3290 [D loss: 0.529 R 0.576 F 0.482][D acc: 0.703 R 0.609 F 0.797][G loss: 1.564 acc: 0.031] 0:03:04.699211 3291 [D loss: 0.484 R 0.570 F 0.397][D acc: 0.750 R 0.578 F 0.922][G loss: 1.428 acc: 0.047] 0:03:04.773050 3292 [D loss: 0.602 R 0.600 F 0.604][D acc: 0.719 R 0.625 F 0.812][G loss: 1.383 acc: 0.094] 0:03:04.856353 3293 [D loss: 0.508 R 0.542 F 0.474][D acc: 0.750 R 0.672 F 0.828][G loss: 1.392 acc: 0.188] 0:03:04.941823 3294 [D loss: 0.495 R 0.482 F 0.507][D acc: 0.742 R 0.688 F 0.797][G loss: 1.507 acc: 0.047] 0:03:05.018802 3295 [D loss: 0.502 R 0.430 F 0.573][D acc: 0.758 R 0.734 F 0.781][G loss: 1.516 acc: 0.031] 0:03:05.094160 3296 [D loss: 0.563 R 0.566 F 0.559][D acc: 0.695 R 0.641 F 0.750][G loss: 1.591 acc: 0.031] 0:03:05.179487 3297 [D loss: 0.508 R 0.559 F 0.457][D acc: 0.773 R 0.688 F 0.859][G loss: 1.287 acc: 0.156] 0:03:05.255192 3298 [D loss: 0.564 R 0.576 F 0.553][D acc: 0.664 R 0.609 F 0.719][G loss: 1.455 acc: 0.109] 0:03:05.330706 3299 [D loss: 0.501 R 0.531 F 0.470][D acc: 0.758 R 0.641 F 0.875][G loss: 1.459 acc: 0.125] 0:03:05.407820 3300 [D loss: 0.450 R 0.467 F 0.433][D acc: 0.781 R 0.688 F 0.875][G loss: 1.358 acc: 0.094] 0:03:05.485894 3301 [D loss: 0.671 R 0.597 F 0.745][D acc: 0.641 R 0.594 F 0.688][G loss: 1.558 acc: 0.094] 0:03:05.563631 3302 [D loss: 0.658 R 0.783 F 0.533][D acc: 0.609 R 0.453 F 0.766][G loss: 1.307 acc: 0.047] 0:03:05.644765 3303 [D loss: 0.515 R 0.569 F 0.461][D acc: 0.758 R 0.625 F 0.891][G loss: 1.386 acc: 0.062] 0:03:05.719825 3304 [D loss: 0.465 R 0.522 F 0.409][D acc: 0.789 R 0.641 F 0.938][G loss: 1.265 acc: 0.125] 0:03:05.793227 3305 [D loss: 0.634 R 0.607 F 0.662][D acc: 0.680 R 0.594 F 0.766][G loss: 1.415 acc: 0.094] 0:03:05.876102 3306 [D loss: 0.639 R 0.664 F 0.614][D acc: 0.703 R 0.578 F 0.828][G loss: 1.318 acc: 0.062] 0:03:05.954954 3307 [D loss: 0.542 R 0.510 F 0.573][D acc: 0.719 R 0.688 F 0.750][G loss: 1.240 acc: 0.141] 0:03:06.029574 3308 [D loss: 0.488 R 0.553 F 0.422][D acc: 0.805 R 0.656 F 0.953][G loss: 1.313 acc: 0.062] 0:03:06.130593 3309 [D loss: 0.476 R 0.481 F 0.470][D acc: 0.773 R 0.703 F 0.844][G loss: 1.297 acc: 0.094] 0:03:06.212103 3310 [D loss: 0.562 R 0.517 F 0.607][D acc: 0.734 R 0.719 F 0.750][G loss: 1.208 acc: 0.109] 0:03:06.285663 3311 [D loss: 0.483 R 0.496 F 0.470][D acc: 0.773 R 0.688 F 0.859][G loss: 1.452 acc: 0.078] 0:03:06.368522 3312 [D loss: 0.445 R 0.465 F 0.424][D acc: 0.766 R 0.672 F 0.859][G loss: 1.428 acc: 0.062] 0:03:06.443616 3313 [D loss: 0.502 R 0.505 F 0.498][D acc: 0.750 R 0.688 F 0.812][G loss: 1.353 acc: 0.047] 0:03:06.515716 3314 [D loss: 0.527 R 0.573 F 0.480][D acc: 0.727 R 0.641 F 0.812][G loss: 1.415 acc: 0.094] 0:03:06.594517 3315 [D loss: 0.462 R 0.430 F 0.494][D acc: 0.766 R 0.766 F 0.766][G loss: 1.311 acc: 0.156] 0:03:06.669698 3316 [D loss: 0.512 R 0.540 F 0.484][D acc: 0.758 R 0.656 F 0.859][G loss: 1.376 acc: 0.109] 0:03:06.745352 3317 [D loss: 0.452 R 0.449 F 0.455][D acc: 0.789 R 0.750 F 0.828][G loss: 1.674 acc: 0.094] 0:03:06.824315 3318 [D loss: 0.534 R 0.421 F 0.648][D acc: 0.727 R 0.719 F 0.734][G loss: 1.613 acc: 0.062] 0:03:06.905057 3319 [D loss: 0.483 R 0.577 F 0.390][D acc: 0.758 R 0.625 F 0.891][G loss: 1.538 acc: 0.109] 0:03:06.983301 3320 [D loss: 0.528 R 0.537 F 0.518][D acc: 0.727 R 0.641 F 0.812][G loss: 1.495 acc: 0.141] 0:03:07.061826 3321 [D loss: 0.467 R 0.465 F 0.470][D acc: 0.789 R 0.734 F 0.844][G loss: 1.544 acc: 0.141] 0:03:07.134354 3322 [D loss: 0.537 R 0.451 F 0.622][D acc: 0.750 R 0.781 F 0.719][G loss: 1.540 acc: 0.078] 0:03:07.208411 3323 [D loss: 0.572 R 0.516 F 0.629][D acc: 0.727 R 0.688 F 0.766][G loss: 1.522 acc: 0.031] 0:03:07.295763 3324 [D loss: 0.608 R 0.732 F 0.484][D acc: 0.680 R 0.500 F 0.859][G loss: 1.513 acc: 0.047] 0:03:07.369785 3325 [D loss: 0.480 R 0.513 F 0.448][D acc: 0.773 R 0.703 F 0.844][G loss: 1.356 acc: 0.062] 0:03:07.440590 3326 [D loss: 0.497 R 0.513 F 0.481][D acc: 0.781 R 0.734 F 0.828][G loss: 1.459 acc: 0.078] 0:03:07.519328 3327 [D loss: 0.472 R 0.531 F 0.413][D acc: 0.773 R 0.672 F 0.875][G loss: 1.635 acc: 0.062] 0:03:07.597877 3328 [D loss: 0.506 R 0.576 F 0.436][D acc: 0.758 R 0.688 F 0.828][G loss: 1.480 acc: 0.031] 0:03:07.687249 3329 [D loss: 0.436 R 0.329 F 0.542][D acc: 0.836 R 0.828 F 0.844][G loss: 1.513 acc: 0.078] 0:03:07.766850 3330 [D loss: 0.595 R 0.619 F 0.572][D acc: 0.695 R 0.578 F 0.812][G loss: 1.522 acc: 0.031] 0:03:07.842236 3331 [D loss: 0.475 R 0.555 F 0.395][D acc: 0.789 R 0.641 F 0.938][G loss: 1.474 acc: 0.125] 0:03:07.915543 3332 [D loss: 0.595 R 0.593 F 0.596][D acc: 0.734 R 0.641 F 0.828][G loss: 1.448 acc: 0.031] 0:03:07.992711 3333 [D loss: 0.507 R 0.565 F 0.449][D acc: 0.734 R 0.625 F 0.844][G loss: 1.477 acc: 0.156] 0:03:08.064731 3334 [D loss: 0.504 R 0.458 F 0.549][D acc: 0.773 R 0.750 F 0.797][G loss: 1.470 acc: 0.141] 0:03:08.137792 3335 [D loss: 0.524 R 0.536 F 0.511][D acc: 0.734 R 0.672 F 0.797][G loss: 1.359 acc: 0.141] 0:03:08.229401 3336 [D loss: 0.539 R 0.534 F 0.544][D acc: 0.703 R 0.672 F 0.734][G loss: 1.484 acc: 0.078] 0:03:08.309271 3337 [D loss: 0.460 R 0.482 F 0.438][D acc: 0.766 R 0.672 F 0.859][G loss: 1.498 acc: 0.047] 0:03:08.387390 3338 [D loss: 0.452 R 0.449 F 0.455][D acc: 0.781 R 0.719 F 0.844][G loss: 1.554 acc: 0.109] 0:03:08.476492 3339 [D loss: 0.490 R 0.451 F 0.529][D acc: 0.766 R 0.734 F 0.797][G loss: 1.440 acc: 0.125] 0:03:08.557711 3340 [D loss: 0.555 R 0.526 F 0.584][D acc: 0.711 R 0.688 F 0.734][G loss: 1.533 acc: 0.062] 0:03:08.632729 3341 [D loss: 0.473 R 0.428 F 0.518][D acc: 0.781 R 0.719 F 0.844][G loss: 1.609 acc: 0.078] 0:03:08.723644 3342 [D loss: 0.551 R 0.570 F 0.532][D acc: 0.742 R 0.672 F 0.812][G loss: 1.587 acc: 0.031] 0:03:08.798458 3343 [D loss: 0.568 R 0.661 F 0.475][D acc: 0.688 R 0.562 F 0.812][G loss: 1.427 acc: 0.109] 0:03:08.869536 3344 [D loss: 0.514 R 0.602 F 0.426][D acc: 0.758 R 0.656 F 0.859][G loss: 1.542 acc: 0.031] 0:03:08.961610 3345 [D loss: 0.585 R 0.640 F 0.530][D acc: 0.711 R 0.594 F 0.828][G loss: 1.481 acc: 0.109] 0:03:09.056496 3346 [D loss: 0.570 R 0.645 F 0.496][D acc: 0.680 R 0.578 F 0.781][G loss: 1.326 acc: 0.109] 0:03:09.133095 3347 [D loss: 0.508 R 0.487 F 0.529][D acc: 0.758 R 0.703 F 0.812][G loss: 1.433 acc: 0.062] 0:03:09.237341 3348 [D loss: 0.507 R 0.568 F 0.445][D acc: 0.797 R 0.688 F 0.906][G loss: 1.494 acc: 0.047] 0:03:09.318021 3349 [D loss: 0.577 R 0.600 F 0.554][D acc: 0.727 R 0.625 F 0.828][G loss: 1.363 acc: 0.062] 0:03:09.395178 3350 [D loss: 0.567 R 0.577 F 0.556][D acc: 0.711 R 0.609 F 0.812][G loss: 1.393 acc: 0.125] 0:03:09.491269 3351 [D loss: 0.515 R 0.569 F 0.461][D acc: 0.711 R 0.609 F 0.812][G loss: 1.471 acc: 0.109] 0:03:09.564597 3352 [D loss: 0.500 R 0.457 F 0.543][D acc: 0.750 R 0.719 F 0.781][G loss: 1.356 acc: 0.203] 0:03:09.636779 3353 [D loss: 0.613 R 0.592 F 0.634][D acc: 0.680 R 0.625 F 0.734][G loss: 1.246 acc: 0.109] 0:03:09.721869 3354 [D loss: 0.450 R 0.438 F 0.461][D acc: 0.781 R 0.719 F 0.844][G loss: 1.459 acc: 0.109] 0:03:09.794012 3355 [D loss: 0.534 R 0.618 F 0.449][D acc: 0.711 R 0.547 F 0.875][G loss: 1.366 acc: 0.062] 0:03:09.870221 3356 [D loss: 0.485 R 0.529 F 0.440][D acc: 0.742 R 0.641 F 0.844][G loss: 1.459 acc: 0.094] 0:03:09.955066 3357 [D loss: 0.648 R 0.503 F 0.793][D acc: 0.648 R 0.703 F 0.594][G loss: 1.600 acc: 0.094] 0:03:10.033327 3358 [D loss: 0.484 R 0.558 F 0.409][D acc: 0.766 R 0.609 F 0.922][G loss: 1.298 acc: 0.109] 0:03:10.106445 3359 [D loss: 0.508 R 0.516 F 0.501][D acc: 0.750 R 0.656 F 0.844][G loss: 1.526 acc: 0.078] 0:03:10.188942 3360 [D loss: 0.584 R 0.556 F 0.612][D acc: 0.664 R 0.641 F 0.688][G loss: 1.556 acc: 0.109] 0:03:10.264058 3361 [D loss: 0.527 R 0.483 F 0.570][D acc: 0.766 R 0.719 F 0.812][G loss: 1.309 acc: 0.078] 0:03:10.342599 3362 [D loss: 0.505 R 0.448 F 0.561][D acc: 0.758 R 0.703 F 0.812][G loss: 1.469 acc: 0.109] 0:03:10.418741 3363 [D loss: 0.602 R 0.644 F 0.559][D acc: 0.719 R 0.625 F 0.812][G loss: 1.474 acc: 0.062] 0:03:10.489952 3364 [D loss: 0.500 R 0.557 F 0.443][D acc: 0.773 R 0.688 F 0.859][G loss: 1.369 acc: 0.125] 0:03:10.568098 3365 [D loss: 0.598 R 0.602 F 0.595][D acc: 0.688 R 0.625 F 0.750][G loss: 1.559 acc: 0.000] 0:03:10.662607 3366 [D loss: 0.494 R 0.420 F 0.567][D acc: 0.758 R 0.781 F 0.734][G loss: 1.326 acc: 0.172] 0:03:10.736248 3367 [D loss: 0.561 R 0.677 F 0.445][D acc: 0.734 R 0.625 F 0.844][G loss: 1.323 acc: 0.078] 0:03:10.825882 3368 [D loss: 0.547 R 0.507 F 0.586][D acc: 0.695 R 0.719 F 0.672][G loss: 1.298 acc: 0.219] 0:03:10.908860 3369 [D loss: 0.491 R 0.567 F 0.415][D acc: 0.797 R 0.672 F 0.922][G loss: 1.287 acc: 0.156] 0:03:10.984530 3370 [D loss: 0.509 R 0.361 F 0.657][D acc: 0.758 R 0.859 F 0.656][G loss: 1.509 acc: 0.031] 0:03:11.063495 3371 [D loss: 0.495 R 0.583 F 0.408][D acc: 0.742 R 0.641 F 0.844][G loss: 1.321 acc: 0.250] 0:03:11.141199 3372 [D loss: 0.580 R 0.490 F 0.670][D acc: 0.680 R 0.688 F 0.672][G loss: 1.597 acc: 0.016] 0:03:11.220759 3373 [D loss: 0.521 R 0.576 F 0.465][D acc: 0.727 R 0.609 F 0.844][G loss: 1.497 acc: 0.078] 0:03:11.295309 3374 [D loss: 0.603 R 0.666 F 0.540][D acc: 0.695 R 0.562 F 0.828][G loss: 1.350 acc: 0.141] 0:03:11.379450 3375 [D loss: 0.523 R 0.593 F 0.453][D acc: 0.758 R 0.641 F 0.875][G loss: 1.413 acc: 0.156] 0:03:11.452694 3376 [D loss: 0.472 R 0.479 F 0.465][D acc: 0.773 R 0.672 F 0.875][G loss: 1.387 acc: 0.156] 0:03:11.523186 3377 [D loss: 0.557 R 0.437 F 0.678][D acc: 0.727 R 0.766 F 0.688][G loss: 1.443 acc: 0.094] 0:03:11.603698 3378 [D loss: 0.520 R 0.633 F 0.407][D acc: 0.766 R 0.641 F 0.891][G loss: 1.446 acc: 0.078] 0:03:11.678219 3379 [D loss: 0.518 R 0.543 F 0.494][D acc: 0.781 R 0.688 F 0.875][G loss: 1.537 acc: 0.016] 0:03:11.757873 3380 [D loss: 0.577 R 0.469 F 0.685][D acc: 0.719 R 0.703 F 0.734][G loss: 1.568 acc: 0.031] 0:03:11.846869 3381 [D loss: 0.699 R 0.992 F 0.406][D acc: 0.641 R 0.406 F 0.875][G loss: 1.360 acc: 0.078] 0:03:11.923041 3382 [D loss: 0.570 R 0.590 F 0.550][D acc: 0.734 R 0.625 F 0.844][G loss: 1.367 acc: 0.062] 0:03:11.998020 3383 [D loss: 0.509 R 0.483 F 0.536][D acc: 0.758 R 0.734 F 0.781][G loss: 1.363 acc: 0.125] 0:03:12.079135 3384 [D loss: 0.500 R 0.494 F 0.505][D acc: 0.766 R 0.750 F 0.781][G loss: 1.378 acc: 0.094] 0:03:12.153325 3385 [D loss: 0.603 R 0.542 F 0.663][D acc: 0.742 R 0.656 F 0.828][G loss: 1.438 acc: 0.078] 0:03:12.230791 3386 [D loss: 0.668 R 0.738 F 0.598][D acc: 0.656 R 0.516 F 0.797][G loss: 1.350 acc: 0.078] 0:03:12.307761 3387 [D loss: 0.578 R 0.670 F 0.487][D acc: 0.695 R 0.516 F 0.875][G loss: 1.306 acc: 0.094] 0:03:12.383776 3388 [D loss: 0.515 R 0.495 F 0.534][D acc: 0.766 R 0.703 F 0.828][G loss: 1.454 acc: 0.047] 0:03:12.466829 3389 [D loss: 0.470 R 0.517 F 0.423][D acc: 0.766 R 0.656 F 0.875][G loss: 1.382 acc: 0.078] 0:03:12.546272 3390 [D loss: 0.507 R 0.440 F 0.574][D acc: 0.781 R 0.781 F 0.781][G loss: 1.447 acc: 0.078] 0:03:12.619965 3391 [D loss: 0.466 R 0.421 F 0.511][D acc: 0.820 R 0.766 F 0.875][G loss: 1.464 acc: 0.094] 0:03:12.694595 3392 [D loss: 0.533 R 0.553 F 0.513][D acc: 0.766 R 0.656 F 0.875][G loss: 1.546 acc: 0.031] 0:03:12.774503 3393 [D loss: 0.415 R 0.367 F 0.463][D acc: 0.812 R 0.750 F 0.875][G loss: 1.770 acc: 0.031] 0:03:12.847937 3394 [D loss: 0.611 R 0.553 F 0.669][D acc: 0.703 R 0.641 F 0.766][G loss: 1.514 acc: 0.078] 0:03:12.918821 3395 [D loss: 0.476 R 0.517 F 0.434][D acc: 0.750 R 0.672 F 0.828][G loss: 1.563 acc: 0.094] 0:03:12.996239 3396 [D loss: 0.450 R 0.496 F 0.404][D acc: 0.789 R 0.734 F 0.844][G loss: 1.399 acc: 0.016] 0:03:13.077459 3397 [D loss: 0.545 R 0.587 F 0.503][D acc: 0.727 R 0.625 F 0.828][G loss: 1.570 acc: 0.141] 0:03:13.155024 3398 [D loss: 0.511 R 0.466 F 0.555][D acc: 0.742 R 0.750 F 0.734][G loss: 1.567 acc: 0.047] 0:03:13.247762 3399 [D loss: 0.474 R 0.428 F 0.520][D acc: 0.773 R 0.750 F 0.797][G loss: 1.353 acc: 0.125] 0:03:13.332619 3400 [D loss: 0.436 R 0.470 F 0.402][D acc: 0.750 R 0.656 F 0.844][G loss: 1.525 acc: 0.031] 0:03:13.405619 3401 [D loss: 0.450 R 0.448 F 0.452][D acc: 0.805 R 0.750 F 0.859][G loss: 1.484 acc: 0.094] 0:03:13.481409 3402 [D loss: 0.554 R 0.429 F 0.679][D acc: 0.719 R 0.734 F 0.703][G loss: 1.557 acc: 0.125] 0:03:13.554633 3403 [D loss: 0.449 R 0.486 F 0.412][D acc: 0.812 R 0.719 F 0.906][G loss: 1.587 acc: 0.062] 0:03:13.625858 3404 [D loss: 0.533 R 0.493 F 0.574][D acc: 0.672 R 0.641 F 0.703][G loss: 1.664 acc: 0.031] 0:03:13.698239 3405 [D loss: 0.551 R 0.655 F 0.447][D acc: 0.711 R 0.547 F 0.875][G loss: 1.470 acc: 0.203] 0:03:13.779222 3406 [D loss: 0.531 R 0.461 F 0.602][D acc: 0.727 R 0.734 F 0.719][G loss: 1.608 acc: 0.094] 0:03:13.855019 3407 [D loss: 0.523 R 0.657 F 0.389][D acc: 0.719 R 0.562 F 0.875][G loss: 1.578 acc: 0.078] 0:03:13.930180 3408 [D loss: 0.559 R 0.551 F 0.567][D acc: 0.727 R 0.719 F 0.734][G loss: 1.392 acc: 0.078] 0:03:14.002872 3409 [D loss: 0.461 R 0.497 F 0.425][D acc: 0.766 R 0.672 F 0.859][G loss: 1.355 acc: 0.062] 0:03:14.079399 3410 [D loss: 0.569 R 0.691 F 0.447][D acc: 0.758 R 0.656 F 0.859][G loss: 1.380 acc: 0.062] 0:03:14.158942 3411 [D loss: 0.505 R 0.530 F 0.479][D acc: 0.766 R 0.672 F 0.859][G loss: 1.438 acc: 0.109] 0:03:14.237090 3412 [D loss: 0.540 R 0.539 F 0.541][D acc: 0.742 R 0.641 F 0.844][G loss: 1.517 acc: 0.109] 0:03:14.311408 3413 [D loss: 0.512 R 0.524 F 0.501][D acc: 0.727 R 0.656 F 0.797][G loss: 1.352 acc: 0.094] 0:03:14.387498 3414 [D loss: 0.577 R 0.520 F 0.635][D acc: 0.688 R 0.625 F 0.750][G loss: 1.449 acc: 0.156] 0:03:14.466616 3415 [D loss: 0.581 R 0.545 F 0.616][D acc: 0.773 R 0.703 F 0.844][G loss: 1.394 acc: 0.078] 0:03:14.550528 3416 [D loss: 0.554 R 0.563 F 0.546][D acc: 0.727 R 0.609 F 0.844][G loss: 1.385 acc: 0.047] 0:03:14.635040 3417 [D loss: 0.469 R 0.456 F 0.481][D acc: 0.773 R 0.719 F 0.828][G loss: 1.482 acc: 0.047] 0:03:14.717531 3418 [D loss: 0.440 R 0.480 F 0.400][D acc: 0.789 R 0.672 F 0.906][G loss: 1.369 acc: 0.125] 0:03:14.798091 3419 [D loss: 0.507 R 0.549 F 0.464][D acc: 0.758 R 0.625 F 0.891][G loss: 1.567 acc: 0.078] 0:03:14.884177 3420 [D loss: 0.660 R 0.701 F 0.620][D acc: 0.680 R 0.609 F 0.750][G loss: 1.511 acc: 0.078] 0:03:14.965481 3421 [D loss: 0.653 R 0.746 F 0.559][D acc: 0.648 R 0.531 F 0.766][G loss: 1.448 acc: 0.094] 0:03:15.040689 3422 [D loss: 0.579 R 0.608 F 0.550][D acc: 0.727 R 0.625 F 0.828][G loss: 1.377 acc: 0.125] 0:03:15.120797 3423 [D loss: 0.533 R 0.579 F 0.488][D acc: 0.734 R 0.625 F 0.844][G loss: 1.556 acc: 0.141] 0:03:15.200718 3424 [D loss: 0.587 R 0.601 F 0.574][D acc: 0.711 R 0.625 F 0.797][G loss: 1.394 acc: 0.094] 0:03:15.290675 3425 [D loss: 0.659 R 0.593 F 0.724][D acc: 0.688 R 0.594 F 0.781][G loss: 1.266 acc: 0.109] 0:03:15.383632 3426 [D loss: 0.570 R 0.701 F 0.438][D acc: 0.703 R 0.562 F 0.844][G loss: 1.393 acc: 0.141] 0:03:15.459926 3427 [D loss: 0.453 R 0.403 F 0.502][D acc: 0.797 R 0.766 F 0.828][G loss: 1.383 acc: 0.078] 0:03:15.534511 3428 [D loss: 0.536 R 0.562 F 0.509][D acc: 0.703 R 0.641 F 0.766][G loss: 1.421 acc: 0.047] 0:03:15.614543 3429 [D loss: 0.537 R 0.565 F 0.510][D acc: 0.742 R 0.672 F 0.812][G loss: 1.582 acc: 0.062] 0:03:15.693012 3430 [D loss: 0.505 R 0.524 F 0.486][D acc: 0.727 R 0.609 F 0.844][G loss: 1.503 acc: 0.078] 0:03:15.765528 3431 [D loss: 0.490 R 0.484 F 0.496][D acc: 0.750 R 0.672 F 0.828][G loss: 1.466 acc: 0.109] 0:03:15.856021 3432 [D loss: 0.539 R 0.550 F 0.527][D acc: 0.734 R 0.672 F 0.797][G loss: 1.634 acc: 0.078] 0:03:15.933001 3433 [D loss: 0.443 R 0.437 F 0.450][D acc: 0.773 R 0.750 F 0.797][G loss: 1.600 acc: 0.109] 0:03:16.005004 3434 [D loss: 0.611 R 0.771 F 0.451][D acc: 0.680 R 0.531 F 0.828][G loss: 1.457 acc: 0.109] 0:03:16.088932 3435 [D loss: 0.569 R 0.531 F 0.606][D acc: 0.727 R 0.641 F 0.812][G loss: 1.433 acc: 0.078] 0:03:16.162377 3436 [D loss: 0.538 R 0.576 F 0.499][D acc: 0.734 R 0.641 F 0.828][G loss: 1.608 acc: 0.078] 0:03:16.236246 3437 [D loss: 0.483 R 0.536 F 0.430][D acc: 0.750 R 0.672 F 0.828][G loss: 1.526 acc: 0.016] 0:03:16.324824 3438 [D loss: 0.599 R 0.581 F 0.617][D acc: 0.672 R 0.656 F 0.688][G loss: 1.353 acc: 0.094] 0:03:16.401300 3439 [D loss: 0.588 R 0.673 F 0.503][D acc: 0.648 R 0.516 F 0.781][G loss: 1.423 acc: 0.109] 0:03:16.474236 3440 [D loss: 0.565 R 0.517 F 0.614][D acc: 0.711 R 0.656 F 0.766][G loss: 1.383 acc: 0.109] 0:03:16.559764 3441 [D loss: 0.599 R 0.653 F 0.545][D acc: 0.695 R 0.625 F 0.766][G loss: 1.419 acc: 0.047] 0:03:16.630893 3442 [D loss: 0.435 R 0.424 F 0.445][D acc: 0.844 R 0.797 F 0.891][G loss: 1.679 acc: 0.031] 0:03:16.708393 3443 [D loss: 0.472 R 0.503 F 0.441][D acc: 0.766 R 0.688 F 0.844][G loss: 1.682 acc: 0.125] 0:03:16.790449 3444 [D loss: 0.586 R 0.563 F 0.609][D acc: 0.672 R 0.641 F 0.703][G loss: 1.602 acc: 0.031] 0:03:16.881960 3445 [D loss: 0.470 R 0.488 F 0.452][D acc: 0.773 R 0.703 F 0.844][G loss: 1.487 acc: 0.047] 0:03:16.962894 3446 [D loss: 0.509 R 0.463 F 0.555][D acc: 0.750 R 0.734 F 0.766][G loss: 1.630 acc: 0.031] 0:03:17.047184 3447 [D loss: 0.569 R 0.627 F 0.510][D acc: 0.711 R 0.609 F 0.812][G loss: 1.442 acc: 0.094] 0:03:17.123915 3448 [D loss: 0.520 R 0.540 F 0.499][D acc: 0.719 R 0.656 F 0.781][G loss: 1.578 acc: 0.125] 0:03:17.208111 3449 [D loss: 0.484 R 0.468 F 0.500][D acc: 0.773 R 0.750 F 0.797][G loss: 1.382 acc: 0.094] 0:03:17.322793 3450 [D loss: 0.604 R 0.715 F 0.492][D acc: 0.711 R 0.594 F 0.828][G loss: 1.414 acc: 0.047] 0:03:17.402682 3451 [D loss: 0.544 R 0.476 F 0.612][D acc: 0.742 R 0.688 F 0.797][G loss: 1.546 acc: 0.031] 0:03:17.482101 3452 [D loss: 0.449 R 0.525 F 0.373][D acc: 0.781 R 0.656 F 0.906][G loss: 1.439 acc: 0.062] 0:03:17.563933 3453 [D loss: 0.473 R 0.478 F 0.468][D acc: 0.750 R 0.672 F 0.828][G loss: 1.304 acc: 0.109] 0:03:17.637991 3454 [D loss: 0.549 R 0.561 F 0.537][D acc: 0.719 R 0.656 F 0.781][G loss: 1.480 acc: 0.047] 0:03:17.715984 3455 [D loss: 0.560 R 0.569 F 0.550][D acc: 0.711 R 0.609 F 0.812][G loss: 1.428 acc: 0.062] 0:03:17.793582 3456 [D loss: 0.539 R 0.513 F 0.564][D acc: 0.703 R 0.656 F 0.750][G loss: 1.447 acc: 0.047] 0:03:17.866595 3457 [D loss: 0.535 R 0.503 F 0.568][D acc: 0.750 R 0.672 F 0.828][G loss: 1.558 acc: 0.062] 0:03:17.944853 3458 [D loss: 0.529 R 0.546 F 0.513][D acc: 0.773 R 0.672 F 0.875][G loss: 1.499 acc: 0.062] 0:03:18.026328 3459 [D loss: 0.575 R 0.627 F 0.522][D acc: 0.703 R 0.578 F 0.828][G loss: 1.519 acc: 0.062] 0:03:18.099765 3460 [D loss: 0.441 R 0.452 F 0.430][D acc: 0.766 R 0.750 F 0.781][G loss: 1.524 acc: 0.078] 0:03:18.171983 3461 [D loss: 0.468 R 0.514 F 0.421][D acc: 0.797 R 0.703 F 0.891][G loss: 1.513 acc: 0.062] 0:03:18.264225 3462 [D loss: 0.473 R 0.493 F 0.453][D acc: 0.750 R 0.688 F 0.812][G loss: 1.457 acc: 0.094] 0:03:18.339749 3463 [D loss: 0.447 R 0.476 F 0.417][D acc: 0.773 R 0.688 F 0.859][G loss: 1.423 acc: 0.109] 0:03:18.411630 3464 [D loss: 0.520 R 0.518 F 0.523][D acc: 0.758 R 0.703 F 0.812][G loss: 1.287 acc: 0.141] 0:03:18.494915 3465 [D loss: 0.489 R 0.481 F 0.497][D acc: 0.758 R 0.688 F 0.828][G loss: 1.578 acc: 0.078] 0:03:18.568176 3466 [D loss: 0.443 R 0.481 F 0.405][D acc: 0.766 R 0.656 F 0.875][G loss: 1.406 acc: 0.125] 0:03:18.648102 3467 [D loss: 0.510 R 0.487 F 0.533][D acc: 0.758 R 0.734 F 0.781][G loss: 1.539 acc: 0.094] 0:03:18.740516 3468 [D loss: 0.483 R 0.433 F 0.533][D acc: 0.781 R 0.750 F 0.812][G loss: 1.471 acc: 0.047] 0:03:18.814740 3469 [D loss: 0.456 R 0.479 F 0.434][D acc: 0.820 R 0.766 F 0.875][G loss: 1.586 acc: 0.078] 0:03:18.905597 3470 [D loss: 0.609 R 0.476 F 0.742][D acc: 0.727 R 0.672 F 0.781][G loss: 1.576 acc: 0.094] 0:03:18.983833 3471 [D loss: 0.548 R 0.590 F 0.506][D acc: 0.711 R 0.609 F 0.812][G loss: 1.584 acc: 0.109] 0:03:19.055907 3472 [D loss: 0.473 R 0.539 F 0.406][D acc: 0.781 R 0.656 F 0.906][G loss: 1.548 acc: 0.078] 0:03:19.127264 3473 [D loss: 0.527 R 0.600 F 0.454][D acc: 0.773 R 0.672 F 0.875][G loss: 1.454 acc: 0.109] 0:03:19.205694 3474 [D loss: 0.454 R 0.389 F 0.519][D acc: 0.812 R 0.797 F 0.828][G loss: 1.486 acc: 0.109] 0:03:19.307526 3475 [D loss: 0.505 R 0.547 F 0.462][D acc: 0.719 R 0.625 F 0.812][G loss: 1.646 acc: 0.047] 0:03:19.391410 3476 [D loss: 0.532 R 0.497 F 0.567][D acc: 0.734 R 0.688 F 0.781][G loss: 1.521 acc: 0.109] 0:03:19.470909 3477 [D loss: 0.596 R 0.604 F 0.588][D acc: 0.648 R 0.594 F 0.703][G loss: 1.543 acc: 0.078] 0:03:19.545309 3478 [D loss: 0.541 R 0.667 F 0.414][D acc: 0.703 R 0.531 F 0.875][G loss: 1.555 acc: 0.062] 0:03:19.616080 3479 [D loss: 0.421 R 0.408 F 0.434][D acc: 0.820 R 0.766 F 0.875][G loss: 1.456 acc: 0.094] 0:03:19.695966 3480 [D loss: 0.481 R 0.544 F 0.419][D acc: 0.789 R 0.688 F 0.891][G loss: 1.470 acc: 0.125] 0:03:19.772567 3481 [D loss: 0.471 R 0.455 F 0.487][D acc: 0.773 R 0.750 F 0.797][G loss: 1.500 acc: 0.062] 0:03:19.852349 3482 [D loss: 0.546 R 0.535 F 0.557][D acc: 0.711 R 0.656 F 0.766][G loss: 1.641 acc: 0.031] 0:03:19.931347 3483 [D loss: 0.606 R 0.603 F 0.608][D acc: 0.672 R 0.609 F 0.734][G loss: 1.419 acc: 0.109] 0:03:20.022234 3484 [D loss: 0.587 R 0.618 F 0.556][D acc: 0.688 R 0.594 F 0.781][G loss: 1.411 acc: 0.078] 0:03:20.098250 3485 [D loss: 0.507 R 0.583 F 0.431][D acc: 0.750 R 0.625 F 0.875][G loss: 1.344 acc: 0.125] 0:03:20.177135 3486 [D loss: 0.535 R 0.626 F 0.444][D acc: 0.734 R 0.609 F 0.859][G loss: 1.489 acc: 0.078] 0:03:20.253277 3487 [D loss: 0.425 R 0.382 F 0.468][D acc: 0.773 R 0.719 F 0.828][G loss: 1.408 acc: 0.094] 0:03:20.334847 3488 [D loss: 0.451 R 0.371 F 0.531][D acc: 0.781 R 0.734 F 0.828][G loss: 1.463 acc: 0.062] 0:03:20.414971 3489 [D loss: 0.505 R 0.591 F 0.419][D acc: 0.766 R 0.625 F 0.906][G loss: 1.332 acc: 0.141] 0:03:20.488201 3490 [D loss: 0.542 R 0.564 F 0.520][D acc: 0.711 R 0.625 F 0.797][G loss: 1.241 acc: 0.109] 0:03:20.558458 3491 [D loss: 0.519 R 0.519 F 0.520][D acc: 0.758 R 0.703 F 0.812][G loss: 1.440 acc: 0.078] 0:03:20.634690 3492 [D loss: 0.614 R 0.546 F 0.683][D acc: 0.703 R 0.703 F 0.703][G loss: 1.338 acc: 0.141] 0:03:20.714701 3493 [D loss: 0.541 R 0.610 F 0.472][D acc: 0.766 R 0.656 F 0.875][G loss: 1.405 acc: 0.078] 0:03:20.791085 3494 [D loss: 0.490 R 0.534 F 0.446][D acc: 0.734 R 0.625 F 0.844][G loss: 1.424 acc: 0.109] 0:03:20.870045 3495 [D loss: 0.512 R 0.487 F 0.538][D acc: 0.789 R 0.719 F 0.859][G loss: 1.430 acc: 0.078] 0:03:20.953010 3496 [D loss: 0.443 R 0.442 F 0.444][D acc: 0.805 R 0.688 F 0.922][G loss: 1.361 acc: 0.078] 0:03:21.029576 3497 [D loss: 0.380 R 0.328 F 0.432][D acc: 0.797 R 0.781 F 0.812][G loss: 1.616 acc: 0.094] 0:03:21.111000 3498 [D loss: 0.562 R 0.530 F 0.595][D acc: 0.734 R 0.703 F 0.766][G loss: 1.494 acc: 0.078] 0:03:21.184862 3499 [D loss: 0.566 R 0.616 F 0.517][D acc: 0.711 R 0.609 F 0.812][G loss: 1.310 acc: 0.109] 0:03:21.262906 3500 [D loss: 0.522 R 0.564 F 0.481][D acc: 0.750 R 0.672 F 0.828][G loss: 1.389 acc: 0.078] 0:03:21.355790 3501 [D loss: 0.573 R 0.557 F 0.590][D acc: 0.750 R 0.688 F 0.812][G loss: 1.574 acc: 0.062] 0:03:21.634289 3502 [D loss: 0.497 R 0.578 F 0.416][D acc: 0.711 R 0.531 F 0.891][G loss: 1.483 acc: 0.031] 0:03:21.752797 3503 [D loss: 0.554 R 0.571 F 0.537][D acc: 0.734 R 0.672 F 0.797][G loss: 1.478 acc: 0.047] 0:03:21.847392 3504 [D loss: 0.527 R 0.506 F 0.548][D acc: 0.758 R 0.719 F 0.797][G loss: 1.443 acc: 0.016] 0:03:21.938132 3505 [D loss: 0.479 R 0.565 F 0.393][D acc: 0.766 R 0.672 F 0.859][G loss: 1.408 acc: 0.078] 0:03:22.010471 3506 [D loss: 0.551 R 0.583 F 0.519][D acc: 0.773 R 0.750 F 0.797][G loss: 1.424 acc: 0.031] 0:03:22.088033 3507 [D loss: 0.469 R 0.560 F 0.378][D acc: 0.781 R 0.656 F 0.906][G loss: 1.423 acc: 0.109] 0:03:22.159736 3508 [D loss: 0.499 R 0.404 F 0.594][D acc: 0.766 R 0.781 F 0.750][G loss: 1.507 acc: 0.047] 0:03:22.234566 3509 [D loss: 0.486 R 0.454 F 0.517][D acc: 0.789 R 0.766 F 0.812][G loss: 1.657 acc: 0.109] 0:03:22.311691 3510 [D loss: 0.545 R 0.655 F 0.435][D acc: 0.688 R 0.531 F 0.844][G loss: 1.357 acc: 0.141] 0:03:22.390993 3511 [D loss: 0.510 R 0.399 F 0.622][D acc: 0.766 R 0.766 F 0.766][G loss: 1.529 acc: 0.031] 0:03:22.465922 3512 [D loss: 0.524 R 0.520 F 0.529][D acc: 0.695 R 0.672 F 0.719][G loss: 1.401 acc: 0.141] 0:03:22.539545 3513 [D loss: 0.555 R 0.603 F 0.506][D acc: 0.719 R 0.625 F 0.812][G loss: 1.491 acc: 0.047] 0:03:22.609231 3514 [D loss: 0.522 R 0.608 F 0.437][D acc: 0.758 R 0.625 F 0.891][G loss: 1.439 acc: 0.078] 0:03:22.680413 3515 [D loss: 0.588 R 0.572 F 0.604][D acc: 0.719 R 0.688 F 0.750][G loss: 1.394 acc: 0.078] 0:03:22.781688 3516 [D loss: 0.557 R 0.583 F 0.531][D acc: 0.727 R 0.594 F 0.859][G loss: 1.524 acc: 0.047] 0:03:22.858021 3517 [D loss: 0.487 R 0.520 F 0.454][D acc: 0.734 R 0.672 F 0.797][G loss: 1.346 acc: 0.109] 0:03:22.932574 3518 [D loss: 0.534 R 0.543 F 0.524][D acc: 0.742 R 0.750 F 0.734][G loss: 1.533 acc: 0.109] 0:03:23.016786 3519 [D loss: 0.452 R 0.478 F 0.426][D acc: 0.781 R 0.703 F 0.859][G loss: 1.245 acc: 0.109] 0:03:23.090660 3520 [D loss: 0.533 R 0.544 F 0.521][D acc: 0.703 R 0.672 F 0.734][G loss: 1.343 acc: 0.094] 0:03:23.184856 3521 [D loss: 0.571 R 0.556 F 0.585][D acc: 0.727 R 0.672 F 0.781][G loss: 1.328 acc: 0.094] 0:03:23.290850 3522 [D loss: 0.631 R 0.599 F 0.662][D acc: 0.672 R 0.594 F 0.750][G loss: 1.513 acc: 0.031] 0:03:23.369394 3523 [D loss: 0.417 R 0.519 F 0.316][D acc: 0.789 R 0.656 F 0.922][G loss: 1.639 acc: 0.031] 0:03:23.451118 3524 [D loss: 0.646 R 0.707 F 0.585][D acc: 0.672 R 0.516 F 0.828][G loss: 1.373 acc: 0.094] 0:03:23.528526 3525 [D loss: 0.575 R 0.718 F 0.432][D acc: 0.688 R 0.500 F 0.875][G loss: 1.296 acc: 0.047] 0:03:23.604860 3526 [D loss: 0.584 R 0.723 F 0.444][D acc: 0.664 R 0.500 F 0.828][G loss: 1.442 acc: 0.078] 0:03:23.677151 3527 [D loss: 0.538 R 0.574 F 0.502][D acc: 0.734 R 0.688 F 0.781][G loss: 1.261 acc: 0.062] 0:03:23.756549 3528 [D loss: 0.523 R 0.522 F 0.523][D acc: 0.750 R 0.672 F 0.828][G loss: 1.440 acc: 0.156] 0:03:23.829969 3529 [D loss: 0.623 R 0.626 F 0.619][D acc: 0.680 R 0.594 F 0.766][G loss: 1.367 acc: 0.062] 0:03:23.910969 3530 [D loss: 0.602 R 0.676 F 0.529][D acc: 0.695 R 0.609 F 0.781][G loss: 1.429 acc: 0.031] 0:03:23.986832 3531 [D loss: 0.508 R 0.528 F 0.489][D acc: 0.719 R 0.656 F 0.781][G loss: 1.376 acc: 0.125] 0:03:24.058874 3532 [D loss: 0.567 R 0.564 F 0.570][D acc: 0.703 R 0.656 F 0.750][G loss: 1.330 acc: 0.094] 0:03:24.135020 3533 [D loss: 0.534 R 0.514 F 0.554][D acc: 0.727 R 0.672 F 0.781][G loss: 1.148 acc: 0.156] 0:03:24.216736 3534 [D loss: 0.509 R 0.533 F 0.485][D acc: 0.766 R 0.641 F 0.891][G loss: 1.322 acc: 0.109] 0:03:24.288885 3535 [D loss: 0.436 R 0.328 F 0.545][D acc: 0.742 R 0.750 F 0.734][G loss: 1.412 acc: 0.078] 0:03:24.365014 3536 [D loss: 0.448 R 0.439 F 0.457][D acc: 0.812 R 0.766 F 0.859][G loss: 1.503 acc: 0.125] 0:03:24.445754 3537 [D loss: 0.578 R 0.480 F 0.675][D acc: 0.719 R 0.719 F 0.719][G loss: 1.474 acc: 0.047] 0:03:24.531950 3538 [D loss: 0.524 R 0.627 F 0.421][D acc: 0.734 R 0.531 F 0.938][G loss: 1.423 acc: 0.078] 0:03:24.606526 3539 [D loss: 0.525 R 0.442 F 0.608][D acc: 0.789 R 0.750 F 0.828][G loss: 1.521 acc: 0.094] 0:03:24.692212 3540 [D loss: 0.553 R 0.576 F 0.531][D acc: 0.703 R 0.625 F 0.781][G loss: 1.511 acc: 0.109] 0:03:24.783555 3541 [D loss: 0.468 R 0.490 F 0.445][D acc: 0.797 R 0.719 F 0.875][G loss: 1.509 acc: 0.109] 0:03:24.855422 3542 [D loss: 0.451 R 0.451 F 0.451][D acc: 0.805 R 0.734 F 0.875][G loss: 1.546 acc: 0.125] 0:03:24.935845 3543 [D loss: 0.535 R 0.556 F 0.514][D acc: 0.734 R 0.625 F 0.844][G loss: 1.380 acc: 0.094] 0:03:25.008242 3544 [D loss: 0.500 R 0.449 F 0.552][D acc: 0.742 R 0.703 F 0.781][G loss: 1.675 acc: 0.078] 0:03:25.080054 3545 [D loss: 0.484 R 0.546 F 0.422][D acc: 0.766 R 0.672 F 0.859][G loss: 1.647 acc: 0.109] 0:03:25.159196 3546 [D loss: 0.468 R 0.495 F 0.442][D acc: 0.773 R 0.719 F 0.828][G loss: 1.520 acc: 0.109] 0:03:25.240362 3547 [D loss: 0.527 R 0.551 F 0.503][D acc: 0.758 R 0.719 F 0.797][G loss: 1.519 acc: 0.141] 0:03:25.313212 3548 [D loss: 0.478 R 0.511 F 0.445][D acc: 0.742 R 0.609 F 0.875][G loss: 1.561 acc: 0.078] 0:03:25.410625 3549 [D loss: 0.543 R 0.623 F 0.462][D acc: 0.734 R 0.594 F 0.875][G loss: 1.581 acc: 0.094] 0:03:25.483455 3550 [D loss: 0.480 R 0.503 F 0.456][D acc: 0.742 R 0.641 F 0.844][G loss: 1.713 acc: 0.062] 0:03:25.554591 3551 [D loss: 0.471 R 0.491 F 0.451][D acc: 0.789 R 0.719 F 0.859][G loss: 1.464 acc: 0.141] 0:03:25.640370 3552 [D loss: 0.648 R 0.625 F 0.670][D acc: 0.656 R 0.609 F 0.703][G loss: 1.467 acc: 0.078] 0:03:25.715789 3553 [D loss: 0.499 R 0.548 F 0.451][D acc: 0.734 R 0.656 F 0.812][G loss: 1.475 acc: 0.109] 0:03:25.789204 3554 [D loss: 0.593 R 0.563 F 0.623][D acc: 0.766 R 0.703 F 0.828][G loss: 1.504 acc: 0.094] 0:03:25.865517 3555 [D loss: 0.482 R 0.558 F 0.407][D acc: 0.781 R 0.672 F 0.891][G loss: 1.464 acc: 0.078] 0:03:25.945045 3556 [D loss: 0.583 R 0.548 F 0.619][D acc: 0.711 R 0.609 F 0.812][G loss: 1.515 acc: 0.031] 0:03:26.019745 3557 [D loss: 0.555 R 0.642 F 0.468][D acc: 0.727 R 0.562 F 0.891][G loss: 1.473 acc: 0.141] 0:03:26.100281 3558 [D loss: 0.489 R 0.503 F 0.475][D acc: 0.758 R 0.688 F 0.828][G loss: 1.549 acc: 0.078] 0:03:26.175781 3559 [D loss: 0.568 R 0.609 F 0.526][D acc: 0.648 R 0.562 F 0.734][G loss: 1.365 acc: 0.109] 0:03:26.247792 3560 [D loss: 0.524 R 0.564 F 0.484][D acc: 0.766 R 0.703 F 0.828][G loss: 1.350 acc: 0.094] 0:03:26.331712 3561 [D loss: 0.496 R 0.490 F 0.503][D acc: 0.766 R 0.734 F 0.797][G loss: 1.542 acc: 0.109] 0:03:26.408977 3562 [D loss: 0.543 R 0.589 F 0.498][D acc: 0.719 R 0.609 F 0.828][G loss: 1.583 acc: 0.031] 0:03:26.496506 3563 [D loss: 0.525 R 0.581 F 0.470][D acc: 0.742 R 0.625 F 0.859][G loss: 1.461 acc: 0.141] 0:03:26.581044 3564 [D loss: 0.589 R 0.627 F 0.550][D acc: 0.695 R 0.609 F 0.781][G loss: 1.399 acc: 0.062] 0:03:26.657012 3565 [D loss: 0.608 R 0.593 F 0.622][D acc: 0.711 R 0.672 F 0.750][G loss: 1.363 acc: 0.078] 0:03:26.738353 3566 [D loss: 0.477 R 0.460 F 0.495][D acc: 0.766 R 0.703 F 0.828][G loss: 1.465 acc: 0.078] 0:03:26.828326 3567 [D loss: 0.514 R 0.496 F 0.532][D acc: 0.711 R 0.672 F 0.750][G loss: 1.450 acc: 0.109] 0:03:26.900244 3568 [D loss: 0.524 R 0.479 F 0.569][D acc: 0.734 R 0.734 F 0.734][G loss: 1.619 acc: 0.047] 0:03:26.976860 3569 [D loss: 0.530 R 0.597 F 0.463][D acc: 0.727 R 0.625 F 0.828][G loss: 1.424 acc: 0.078] 0:03:27.056724 3570 [D loss: 0.532 R 0.566 F 0.498][D acc: 0.750 R 0.688 F 0.812][G loss: 1.360 acc: 0.078] 0:03:27.128022 3571 [D loss: 0.559 R 0.585 F 0.532][D acc: 0.664 R 0.594 F 0.734][G loss: 1.345 acc: 0.141] 0:03:27.199095 3572 [D loss: 0.478 R 0.522 F 0.433][D acc: 0.766 R 0.656 F 0.875][G loss: 1.445 acc: 0.031] 0:03:27.280261 3573 [D loss: 0.560 R 0.637 F 0.483][D acc: 0.727 R 0.594 F 0.859][G loss: 1.350 acc: 0.156] 0:03:27.351472 3574 [D loss: 0.577 R 0.602 F 0.552][D acc: 0.688 R 0.578 F 0.797][G loss: 1.318 acc: 0.141] 0:03:27.424798 3575 [D loss: 0.503 R 0.557 F 0.449][D acc: 0.719 R 0.609 F 0.828][G loss: 1.385 acc: 0.141] 0:03:27.509319 3576 [D loss: 0.467 R 0.440 F 0.493][D acc: 0.766 R 0.734 F 0.797][G loss: 1.469 acc: 0.062] 0:03:27.582862 3577 [D loss: 0.515 R 0.418 F 0.613][D acc: 0.727 R 0.750 F 0.703][G loss: 1.546 acc: 0.078] 0:03:27.654006 3578 [D loss: 0.540 R 0.566 F 0.513][D acc: 0.766 R 0.688 F 0.844][G loss: 1.360 acc: 0.125] 0:03:27.731672 3579 [D loss: 0.418 R 0.315 F 0.521][D acc: 0.820 R 0.828 F 0.812][G loss: 1.450 acc: 0.172] 0:03:27.806617 3580 [D loss: 0.526 R 0.617 F 0.434][D acc: 0.734 R 0.609 F 0.859][G loss: 1.643 acc: 0.078] 0:03:27.877707 3581 [D loss: 0.541 R 0.597 F 0.485][D acc: 0.734 R 0.609 F 0.859][G loss: 1.474 acc: 0.109] 0:03:27.968331 3582 [D loss: 0.520 R 0.494 F 0.546][D acc: 0.727 R 0.688 F 0.766][G loss: 1.532 acc: 0.062] 0:03:28.049310 3583 [D loss: 0.535 R 0.580 F 0.490][D acc: 0.734 R 0.688 F 0.781][G loss: 1.608 acc: 0.094] 0:03:28.129069 3584 [D loss: 0.419 R 0.391 F 0.448][D acc: 0.773 R 0.781 F 0.766][G loss: 1.540 acc: 0.109] 0:03:28.206956 3585 [D loss: 0.588 R 0.513 F 0.663][D acc: 0.734 R 0.703 F 0.766][G loss: 1.443 acc: 0.094] 0:03:28.282695 3586 [D loss: 0.524 R 0.560 F 0.489][D acc: 0.750 R 0.703 F 0.797][G loss: 1.512 acc: 0.109] 0:03:28.356416 3587 [D loss: 0.530 R 0.606 F 0.455][D acc: 0.750 R 0.641 F 0.859][G loss: 1.441 acc: 0.141] 0:03:28.445592 3588 [D loss: 0.568 R 0.471 F 0.665][D acc: 0.734 R 0.734 F 0.734][G loss: 1.499 acc: 0.078] 0:03:28.519351 3589 [D loss: 0.562 R 0.571 F 0.553][D acc: 0.727 R 0.672 F 0.781][G loss: 1.431 acc: 0.031] 0:03:28.600152 3590 [D loss: 0.461 R 0.418 F 0.504][D acc: 0.805 R 0.750 F 0.859][G loss: 1.448 acc: 0.062] 0:03:28.676457 3591 [D loss: 0.554 R 0.556 F 0.551][D acc: 0.727 R 0.688 F 0.766][G loss: 1.498 acc: 0.062] 0:03:28.753511 3592 [D loss: 0.499 R 0.577 F 0.420][D acc: 0.750 R 0.609 F 0.891][G loss: 1.577 acc: 0.047] 0:03:28.831513 3593 [D loss: 0.476 R 0.423 F 0.529][D acc: 0.719 R 0.734 F 0.703][G loss: 1.626 acc: 0.047] 0:03:28.910296 3594 [D loss: 0.599 R 0.586 F 0.613][D acc: 0.680 R 0.594 F 0.766][G loss: 1.472 acc: 0.109] 0:03:28.986467 3595 [D loss: 0.559 R 0.573 F 0.544][D acc: 0.727 R 0.672 F 0.781][G loss: 1.739 acc: 0.062] 0:03:29.068876 3596 [D loss: 0.507 R 0.567 F 0.447][D acc: 0.719 R 0.578 F 0.859][G loss: 1.498 acc: 0.062] 0:03:29.151506 3597 [D loss: 0.512 R 0.572 F 0.452][D acc: 0.781 R 0.688 F 0.875][G loss: 1.496 acc: 0.031] 0:03:29.229292 3598 [D loss: 0.541 R 0.635 F 0.447][D acc: 0.703 R 0.578 F 0.828][G loss: 1.316 acc: 0.078] 0:03:29.311873 3599 [D loss: 0.535 R 0.545 F 0.524][D acc: 0.766 R 0.719 F 0.812][G loss: 1.605 acc: 0.031] 0:03:29.402599 3600 [D loss: 0.502 R 0.436 F 0.568][D acc: 0.742 R 0.750 F 0.734][G loss: 1.483 acc: 0.078] 0:03:29.483674 3601 [D loss: 0.449 R 0.499 F 0.399][D acc: 0.773 R 0.703 F 0.844][G loss: 1.573 acc: 0.078] 0:03:29.557677 3602 [D loss: 0.629 R 0.621 F 0.638][D acc: 0.688 R 0.609 F 0.766][G loss: 1.548 acc: 0.016] 0:03:29.637673 3603 [D loss: 0.474 R 0.533 F 0.416][D acc: 0.773 R 0.656 F 0.891][G loss: 1.423 acc: 0.109] 0:03:29.712852 3604 [D loss: 0.514 R 0.519 F 0.508][D acc: 0.703 R 0.625 F 0.781][G loss: 1.363 acc: 0.156] 0:03:29.809444 3605 [D loss: 0.568 R 0.507 F 0.629][D acc: 0.703 R 0.656 F 0.750][G loss: 1.436 acc: 0.109] 0:03:29.890110 3606 [D loss: 0.528 R 0.533 F 0.523][D acc: 0.719 R 0.641 F 0.797][G loss: 1.472 acc: 0.094] 0:03:29.961269 3607 [D loss: 0.535 R 0.590 F 0.479][D acc: 0.688 R 0.594 F 0.781][G loss: 1.442 acc: 0.109] 0:03:30.038306 3608 [D loss: 0.501 R 0.544 F 0.457][D acc: 0.742 R 0.641 F 0.844][G loss: 1.389 acc: 0.172] 0:03:30.118248 3609 [D loss: 0.588 R 0.525 F 0.651][D acc: 0.719 R 0.688 F 0.750][G loss: 1.505 acc: 0.125] 0:03:30.192010 3610 [D loss: 0.596 R 0.682 F 0.510][D acc: 0.688 R 0.562 F 0.812][G loss: 1.331 acc: 0.141] 0:03:30.263293 3611 [D loss: 0.536 R 0.545 F 0.527][D acc: 0.734 R 0.688 F 0.781][G loss: 1.320 acc: 0.109] 0:03:30.342823 3612 [D loss: 0.526 R 0.473 F 0.578][D acc: 0.766 R 0.734 F 0.797][G loss: 1.427 acc: 0.062] 0:03:30.415830 3613 [D loss: 0.479 R 0.470 F 0.487][D acc: 0.797 R 0.750 F 0.844][G loss: 1.566 acc: 0.062] 0:03:30.492945 3614 [D loss: 0.508 R 0.511 F 0.504][D acc: 0.742 R 0.703 F 0.781][G loss: 1.304 acc: 0.172] 0:03:30.573983 3615 [D loss: 0.583 R 0.569 F 0.597][D acc: 0.703 R 0.641 F 0.766][G loss: 1.596 acc: 0.078] 0:03:30.654972 3616 [D loss: 0.523 R 0.524 F 0.522][D acc: 0.742 R 0.656 F 0.828][G loss: 1.685 acc: 0.031] 0:03:30.730339 3617 [D loss: 0.492 R 0.582 F 0.401][D acc: 0.750 R 0.656 F 0.844][G loss: 1.545 acc: 0.047] 0:03:30.810508 3618 [D loss: 0.501 R 0.455 F 0.547][D acc: 0.742 R 0.734 F 0.750][G loss: 1.442 acc: 0.141] 0:03:30.884836 3619 [D loss: 0.512 R 0.564 F 0.459][D acc: 0.727 R 0.609 F 0.844][G loss: 1.480 acc: 0.109] 0:03:30.957118 3620 [D loss: 0.524 R 0.491 F 0.557][D acc: 0.719 R 0.688 F 0.750][G loss: 1.493 acc: 0.078] 0:03:31.043167 3621 [D loss: 0.499 R 0.508 F 0.490][D acc: 0.742 R 0.672 F 0.812][G loss: 1.566 acc: 0.000] 0:03:31.122013 3622 [D loss: 0.548 R 0.594 F 0.502][D acc: 0.766 R 0.656 F 0.875][G loss: 1.428 acc: 0.078] 0:03:31.195893 3623 [D loss: 0.509 R 0.527 F 0.490][D acc: 0.766 R 0.734 F 0.797][G loss: 1.416 acc: 0.094] 0:03:31.273767 3624 [D loss: 0.473 R 0.485 F 0.460][D acc: 0.789 R 0.734 F 0.844][G loss: 1.354 acc: 0.141] 0:03:31.353617 3625 [D loss: 0.478 R 0.429 F 0.526][D acc: 0.781 R 0.766 F 0.797][G loss: 1.377 acc: 0.172] 0:03:31.442042 3626 [D loss: 0.509 R 0.491 F 0.526][D acc: 0.703 R 0.656 F 0.750][G loss: 1.492 acc: 0.031] 0:03:31.523087 3627 [D loss: 0.450 R 0.465 F 0.435][D acc: 0.812 R 0.766 F 0.859][G loss: 1.616 acc: 0.047] 0:03:31.598164 3628 [D loss: 0.569 R 0.492 F 0.645][D acc: 0.781 R 0.750 F 0.812][G loss: 1.385 acc: 0.109] 0:03:31.677684 3629 [D loss: 0.474 R 0.580 F 0.369][D acc: 0.828 R 0.688 F 0.969][G loss: 1.480 acc: 0.156] 0:03:31.755332 3630 [D loss: 0.526 R 0.455 F 0.596][D acc: 0.727 R 0.688 F 0.766][G loss: 1.483 acc: 0.094] 0:03:31.829879 3631 [D loss: 0.546 R 0.529 F 0.563][D acc: 0.734 R 0.703 F 0.766][G loss: 1.383 acc: 0.188] 0:03:31.907794 3632 [D loss: 0.461 R 0.472 F 0.450][D acc: 0.797 R 0.719 F 0.875][G loss: 1.451 acc: 0.109] 0:03:31.991293 3633 [D loss: 0.505 R 0.539 F 0.471][D acc: 0.711 R 0.641 F 0.781][G loss: 1.557 acc: 0.047] 0:03:32.076350 3634 [D loss: 0.462 R 0.493 F 0.430][D acc: 0.789 R 0.750 F 0.828][G loss: 1.473 acc: 0.047] 0:03:32.149351 3635 [D loss: 0.418 R 0.379 F 0.456][D acc: 0.789 R 0.781 F 0.797][G loss: 1.609 acc: 0.062] 0:03:32.237510 3636 [D loss: 0.450 R 0.359 F 0.540][D acc: 0.789 R 0.797 F 0.781][G loss: 1.540 acc: 0.125] 0:03:32.312240 3637 [D loss: 0.466 R 0.542 F 0.390][D acc: 0.766 R 0.656 F 0.875][G loss: 1.545 acc: 0.141] 0:03:32.383759 3638 [D loss: 0.542 R 0.470 F 0.613][D acc: 0.719 R 0.719 F 0.719][G loss: 1.504 acc: 0.141] 0:03:32.474260 3639 [D loss: 0.587 R 0.496 F 0.677][D acc: 0.703 R 0.688 F 0.719][G loss: 1.793 acc: 0.016] 0:03:32.546635 3640 [D loss: 0.556 R 0.572 F 0.540][D acc: 0.719 R 0.656 F 0.781][G loss: 1.758 acc: 0.062] 0:03:32.618985 3641 [D loss: 0.463 R 0.451 F 0.475][D acc: 0.789 R 0.781 F 0.797][G loss: 1.667 acc: 0.109] 0:03:32.705851 3642 [D loss: 0.539 R 0.584 F 0.495][D acc: 0.734 R 0.688 F 0.781][G loss: 1.512 acc: 0.156] 0:03:32.796472 3643 [D loss: 0.518 R 0.639 F 0.397][D acc: 0.781 R 0.656 F 0.906][G loss: 1.680 acc: 0.062] 0:03:32.877051 3644 [D loss: 0.485 R 0.381 F 0.590][D acc: 0.828 R 0.844 F 0.812][G loss: 1.455 acc: 0.109] 0:03:32.986064 3645 [D loss: 0.470 R 0.459 F 0.480][D acc: 0.750 R 0.719 F 0.781][G loss: 1.547 acc: 0.094] 0:03:33.084785 3646 [D loss: 0.552 R 0.645 F 0.458][D acc: 0.695 R 0.547 F 0.844][G loss: 1.431 acc: 0.172] 0:03:33.163830 3647 [D loss: 0.520 R 0.476 F 0.564][D acc: 0.719 R 0.734 F 0.703][G loss: 1.495 acc: 0.141] 0:03:33.246249 3648 [D loss: 0.484 R 0.452 F 0.517][D acc: 0.773 R 0.750 F 0.797][G loss: 1.673 acc: 0.078] 0:03:33.320475 3649 [D loss: 0.579 R 0.485 F 0.673][D acc: 0.742 R 0.734 F 0.750][G loss: 1.684 acc: 0.078] 0:03:33.391872 3650 [D loss: 0.498 R 0.552 F 0.445][D acc: 0.742 R 0.641 F 0.844][G loss: 1.840 acc: 0.094] 0:03:33.477593 3651 [D loss: 0.605 R 0.730 F 0.480][D acc: 0.664 R 0.516 F 0.812][G loss: 1.499 acc: 0.141] 0:03:33.549911 3652 [D loss: 0.528 R 0.599 F 0.457][D acc: 0.742 R 0.625 F 0.859][G loss: 1.617 acc: 0.078] 0:03:33.622860 3653 [D loss: 0.516 R 0.548 F 0.485][D acc: 0.711 R 0.625 F 0.797][G loss: 1.526 acc: 0.062] 0:03:33.705154 3654 [D loss: 0.456 R 0.433 F 0.479][D acc: 0.719 R 0.609 F 0.828][G loss: 1.421 acc: 0.156] 0:03:33.779677 3655 [D loss: 0.586 R 0.447 F 0.726][D acc: 0.719 R 0.734 F 0.703][G loss: 1.793 acc: 0.047] 0:03:33.878630 3656 [D loss: 0.507 R 0.590 F 0.423][D acc: 0.758 R 0.609 F 0.906][G loss: 1.299 acc: 0.156] 0:03:33.967668 3657 [D loss: 0.552 R 0.619 F 0.486][D acc: 0.727 R 0.656 F 0.797][G loss: 1.615 acc: 0.094] 0:03:34.048113 3658 [D loss: 0.545 R 0.546 F 0.544][D acc: 0.711 R 0.656 F 0.766][G loss: 1.505 acc: 0.172] 0:03:34.126660 3659 [D loss: 0.538 R 0.575 F 0.501][D acc: 0.742 R 0.703 F 0.781][G loss: 1.369 acc: 0.141] 0:03:34.234155 3660 [D loss: 0.514 R 0.553 F 0.475][D acc: 0.727 R 0.656 F 0.797][G loss: 1.531 acc: 0.109] 0:03:34.310495 3661 [D loss: 0.490 R 0.538 F 0.441][D acc: 0.742 R 0.656 F 0.828][G loss: 1.515 acc: 0.172] 0:03:34.386361 3662 [D loss: 0.542 R 0.504 F 0.579][D acc: 0.727 R 0.672 F 0.781][G loss: 1.343 acc: 0.125] 0:03:34.478861 3663 [D loss: 0.575 R 0.585 F 0.566][D acc: 0.703 R 0.656 F 0.750][G loss: 1.496 acc: 0.078] 0:03:34.560090 3664 [D loss: 0.521 R 0.587 F 0.456][D acc: 0.711 R 0.594 F 0.828][G loss: 1.684 acc: 0.047] 0:03:34.638586 3665 [D loss: 0.595 R 0.723 F 0.467][D acc: 0.695 R 0.578 F 0.812][G loss: 1.447 acc: 0.062] 0:03:34.723176 3666 [D loss: 0.451 R 0.438 F 0.464][D acc: 0.766 R 0.672 F 0.859][G loss: 1.400 acc: 0.156] 0:03:34.802028 3667 [D loss: 0.490 R 0.539 F 0.440][D acc: 0.750 R 0.672 F 0.828][G loss: 1.377 acc: 0.125] 0:03:34.876902 3668 [D loss: 0.498 R 0.463 F 0.533][D acc: 0.750 R 0.672 F 0.828][G loss: 1.463 acc: 0.141] 0:03:34.963034 3669 [D loss: 0.442 R 0.410 F 0.474][D acc: 0.812 R 0.750 F 0.875][G loss: 1.585 acc: 0.031] 0:03:35.039344 3670 [D loss: 0.443 R 0.401 F 0.486][D acc: 0.789 R 0.750 F 0.828][G loss: 1.486 acc: 0.141] 0:03:35.112172 3671 [D loss: 0.461 R 0.481 F 0.442][D acc: 0.797 R 0.734 F 0.859][G loss: 1.580 acc: 0.047] 0:03:35.192196 3672 [D loss: 0.499 R 0.457 F 0.541][D acc: 0.797 R 0.734 F 0.859][G loss: 1.661 acc: 0.109] 0:03:35.273952 3673 [D loss: 0.551 R 0.542 F 0.560][D acc: 0.719 R 0.656 F 0.781][G loss: 1.472 acc: 0.094] 0:03:35.351162 3674 [D loss: 0.441 R 0.487 F 0.395][D acc: 0.789 R 0.688 F 0.891][G loss: 1.452 acc: 0.109] 0:03:35.429734 3675 [D loss: 0.478 R 0.538 F 0.419][D acc: 0.789 R 0.719 F 0.859][G loss: 1.418 acc: 0.062] 0:03:35.508685 3676 [D loss: 0.491 R 0.457 F 0.525][D acc: 0.750 R 0.750 F 0.750][G loss: 1.588 acc: 0.078] 0:03:35.588119 3677 [D loss: 0.528 R 0.584 F 0.472][D acc: 0.758 R 0.641 F 0.875][G loss: 1.484 acc: 0.125] 0:03:35.668737 3678 [D loss: 0.517 R 0.542 F 0.493][D acc: 0.781 R 0.719 F 0.844][G loss: 1.624 acc: 0.109] 0:03:35.746620 3679 [D loss: 0.547 R 0.513 F 0.581][D acc: 0.742 R 0.688 F 0.797][G loss: 1.506 acc: 0.172] 0:03:35.823080 3680 [D loss: 0.472 R 0.417 F 0.527][D acc: 0.812 R 0.812 F 0.812][G loss: 1.586 acc: 0.109] 0:03:35.899094 3681 [D loss: 0.496 R 0.482 F 0.510][D acc: 0.742 R 0.734 F 0.750][G loss: 1.739 acc: 0.062] 0:03:35.974903 3682 [D loss: 0.466 R 0.489 F 0.442][D acc: 0.781 R 0.734 F 0.828][G loss: 1.580 acc: 0.094] 0:03:36.049821 3683 [D loss: 0.389 R 0.398 F 0.380][D acc: 0.852 R 0.812 F 0.891][G loss: 1.764 acc: 0.125] 0:03:36.128732 3684 [D loss: 0.602 R 0.558 F 0.646][D acc: 0.758 R 0.688 F 0.828][G loss: 1.751 acc: 0.062] 0:03:36.207609 3685 [D loss: 0.475 R 0.533 F 0.417][D acc: 0.789 R 0.688 F 0.891][G loss: 1.490 acc: 0.109] 0:03:36.291414 3686 [D loss: 0.562 R 0.587 F 0.536][D acc: 0.742 R 0.625 F 0.859][G loss: 1.502 acc: 0.125] 0:03:36.368578 3687 [D loss: 0.479 R 0.451 F 0.506][D acc: 0.781 R 0.766 F 0.797][G loss: 1.695 acc: 0.078] 0:03:36.441747 3688 [D loss: 0.472 R 0.512 F 0.433][D acc: 0.789 R 0.703 F 0.875][G loss: 1.490 acc: 0.078] 0:03:36.522622 3689 [D loss: 0.461 R 0.556 F 0.366][D acc: 0.789 R 0.656 F 0.922][G loss: 1.443 acc: 0.109] 0:03:36.602751 3690 [D loss: 0.551 R 0.463 F 0.639][D acc: 0.695 R 0.734 F 0.656][G loss: 1.531 acc: 0.125] 0:03:36.678978 3691 [D loss: 0.505 R 0.554 F 0.455][D acc: 0.766 R 0.734 F 0.797][G loss: 1.616 acc: 0.062] 0:03:36.753566 3692 [D loss: 0.549 R 0.538 F 0.559][D acc: 0.750 R 0.672 F 0.828][G loss: 1.598 acc: 0.078] 0:03:36.833740 3693 [D loss: 0.486 R 0.593 F 0.379][D acc: 0.742 R 0.578 F 0.906][G loss: 1.666 acc: 0.062] 0:03:36.907989 3694 [D loss: 0.480 R 0.527 F 0.434][D acc: 0.797 R 0.672 F 0.922][G loss: 1.591 acc: 0.047] 0:03:36.991608 3695 [D loss: 0.430 R 0.412 F 0.447][D acc: 0.812 R 0.766 F 0.859][G loss: 1.753 acc: 0.016] 0:03:37.078515 3696 [D loss: 0.491 R 0.443 F 0.540][D acc: 0.797 R 0.766 F 0.828][G loss: 1.711 acc: 0.047] 0:03:37.170964 3697 [D loss: 0.621 R 0.590 F 0.652][D acc: 0.688 R 0.609 F 0.766][G loss: 1.868 acc: 0.031] 0:03:37.242632 3698 [D loss: 0.571 R 0.754 F 0.389][D acc: 0.711 R 0.562 F 0.859][G loss: 1.556 acc: 0.062] 0:03:37.324008 3699 [D loss: 0.519 R 0.581 F 0.458][D acc: 0.750 R 0.656 F 0.844][G loss: 1.390 acc: 0.094] 0:03:37.396048 3700 [D loss: 0.568 R 0.562 F 0.574][D acc: 0.719 R 0.672 F 0.766][G loss: 1.712 acc: 0.016] 0:03:37.468426 3701 [D loss: 0.471 R 0.512 F 0.429][D acc: 0.750 R 0.672 F 0.828][G loss: 1.558 acc: 0.109] 0:03:37.567399 3702 [D loss: 0.512 R 0.614 F 0.411][D acc: 0.773 R 0.656 F 0.891][G loss: 1.427 acc: 0.062] 0:03:37.640507 3703 [D loss: 0.442 R 0.466 F 0.417][D acc: 0.797 R 0.719 F 0.875][G loss: 1.579 acc: 0.047] 0:03:37.720711 3704 [D loss: 0.517 R 0.526 F 0.509][D acc: 0.773 R 0.734 F 0.812][G loss: 1.536 acc: 0.094] 0:03:37.798575 3705 [D loss: 0.501 R 0.505 F 0.496][D acc: 0.766 R 0.672 F 0.859][G loss: 1.522 acc: 0.062] 0:03:37.875463 3706 [D loss: 0.446 R 0.468 F 0.424][D acc: 0.781 R 0.719 F 0.844][G loss: 1.663 acc: 0.047] 0:03:37.955168 3707 [D loss: 0.548 R 0.552 F 0.544][D acc: 0.680 R 0.656 F 0.703][G loss: 1.441 acc: 0.141] 0:03:38.035671 3708 [D loss: 0.467 R 0.465 F 0.469][D acc: 0.789 R 0.719 F 0.859][G loss: 1.675 acc: 0.062] 0:03:38.117971 3709 [D loss: 0.483 R 0.452 F 0.514][D acc: 0.773 R 0.734 F 0.812][G loss: 1.608 acc: 0.047] 0:03:38.195407 3710 [D loss: 0.515 R 0.565 F 0.464][D acc: 0.703 R 0.609 F 0.797][G loss: 1.483 acc: 0.094] 0:03:38.280128 3711 [D loss: 0.502 R 0.512 F 0.493][D acc: 0.781 R 0.719 F 0.844][G loss: 1.618 acc: 0.078] 0:03:38.366651 3712 [D loss: 0.516 R 0.520 F 0.512][D acc: 0.742 R 0.703 F 0.781][G loss: 1.527 acc: 0.062] 0:03:38.442045 3713 [D loss: 0.467 R 0.514 F 0.421][D acc: 0.766 R 0.719 F 0.812][G loss: 1.739 acc: 0.031] 0:03:38.535458 3714 [D loss: 0.479 R 0.341 F 0.617][D acc: 0.797 R 0.812 F 0.781][G loss: 1.631 acc: 0.109] 0:03:38.621744 3715 [D loss: 0.514 R 0.489 F 0.539][D acc: 0.695 R 0.656 F 0.734][G loss: 1.627 acc: 0.078] 0:03:38.706457 3716 [D loss: 0.497 R 0.576 F 0.418][D acc: 0.719 R 0.609 F 0.828][G loss: 1.742 acc: 0.062] 0:03:38.803419 3717 [D loss: 0.487 R 0.498 F 0.476][D acc: 0.766 R 0.719 F 0.812][G loss: 1.642 acc: 0.016] 0:03:38.879947 3718 [D loss: 0.619 R 0.573 F 0.665][D acc: 0.734 R 0.688 F 0.781][G loss: 1.416 acc: 0.109] 0:03:38.951725 3719 [D loss: 0.527 R 0.608 F 0.447][D acc: 0.711 R 0.578 F 0.844][G loss: 1.401 acc: 0.125] 0:03:39.029026 3720 [D loss: 0.412 R 0.413 F 0.410][D acc: 0.820 R 0.766 F 0.875][G loss: 1.503 acc: 0.188] 0:03:39.109320 3721 [D loss: 0.414 R 0.421 F 0.407][D acc: 0.797 R 0.734 F 0.859][G loss: 1.575 acc: 0.078] 0:03:39.181324 3722 [D loss: 0.520 R 0.616 F 0.425][D acc: 0.719 R 0.594 F 0.844][G loss: 1.486 acc: 0.078] 0:03:39.277920 3723 [D loss: 0.495 R 0.436 F 0.555][D acc: 0.789 R 0.750 F 0.828][G loss: 1.476 acc: 0.094] 0:03:39.354097 3724 [D loss: 0.452 R 0.480 F 0.424][D acc: 0.758 R 0.688 F 0.828][G loss: 1.528 acc: 0.078] 0:03:39.426222 3725 [D loss: 0.623 R 0.521 F 0.725][D acc: 0.711 R 0.656 F 0.766][G loss: 1.656 acc: 0.078] 0:03:39.501356 3726 [D loss: 0.577 R 0.694 F 0.459][D acc: 0.672 R 0.516 F 0.828][G loss: 1.548 acc: 0.031] 0:03:39.577366 3727 [D loss: 0.672 R 0.704 F 0.641][D acc: 0.664 R 0.562 F 0.766][G loss: 1.523 acc: 0.078] 0:03:39.650625 3728 [D loss: 0.490 R 0.550 F 0.430][D acc: 0.766 R 0.641 F 0.891][G loss: 1.504 acc: 0.109] 0:03:39.732537 3729 [D loss: 0.603 R 0.678 F 0.529][D acc: 0.672 R 0.578 F 0.766][G loss: 1.449 acc: 0.109] 0:03:39.813422 3730 [D loss: 0.563 R 0.603 F 0.522][D acc: 0.734 R 0.656 F 0.812][G loss: 1.458 acc: 0.078] 0:03:39.891139 3731 [D loss: 0.502 R 0.486 F 0.518][D acc: 0.742 R 0.656 F 0.828][G loss: 1.483 acc: 0.078] 0:03:39.971728 3732 [D loss: 0.532 R 0.534 F 0.530][D acc: 0.734 R 0.625 F 0.844][G loss: 1.298 acc: 0.141] 0:03:40.044997 3733 [D loss: 0.495 R 0.540 F 0.450][D acc: 0.750 R 0.688 F 0.812][G loss: 1.522 acc: 0.062] 0:03:40.119376 3734 [D loss: 0.498 R 0.606 F 0.390][D acc: 0.766 R 0.594 F 0.938][G loss: 1.484 acc: 0.109] 0:03:40.198552 3735 [D loss: 0.591 R 0.542 F 0.640][D acc: 0.664 R 0.656 F 0.672][G loss: 1.640 acc: 0.047] 0:03:40.272855 3736 [D loss: 0.446 R 0.460 F 0.431][D acc: 0.797 R 0.734 F 0.859][G loss: 1.510 acc: 0.078] 0:03:40.349064 3737 [D loss: 0.591 R 0.710 F 0.473][D acc: 0.664 R 0.531 F 0.797][G loss: 1.429 acc: 0.016] 0:03:40.433804 3738 [D loss: 0.524 R 0.586 F 0.463][D acc: 0.797 R 0.688 F 0.906][G loss: 1.383 acc: 0.062] 0:03:40.514058 3739 [D loss: 0.534 R 0.500 F 0.569][D acc: 0.758 R 0.703 F 0.812][G loss: 1.561 acc: 0.031] 0:03:40.603258 3740 [D loss: 0.579 R 0.557 F 0.601][D acc: 0.703 R 0.625 F 0.781][G loss: 1.407 acc: 0.078] 0:03:40.690351 3741 [D loss: 0.473 R 0.511 F 0.435][D acc: 0.797 R 0.688 F 0.906][G loss: 1.529 acc: 0.078] 0:03:40.784226 3742 [D loss: 0.602 R 0.625 F 0.579][D acc: 0.688 R 0.625 F 0.750][G loss: 1.378 acc: 0.125] 0:03:40.857852 3743 [D loss: 0.554 R 0.418 F 0.691][D acc: 0.773 R 0.797 F 0.750][G loss: 1.518 acc: 0.047] 0:03:40.935514 3744 [D loss: 0.503 R 0.581 F 0.426][D acc: 0.766 R 0.641 F 0.891][G loss: 1.559 acc: 0.078] 0:03:41.007062 3745 [D loss: 0.538 R 0.534 F 0.541][D acc: 0.742 R 0.672 F 0.812][G loss: 1.382 acc: 0.141] 0:03:41.080146 3746 [D loss: 0.433 R 0.412 F 0.455][D acc: 0.773 R 0.703 F 0.844][G loss: 1.524 acc: 0.125] 0:03:41.168960 3747 [D loss: 0.647 R 0.602 F 0.692][D acc: 0.680 R 0.641 F 0.719][G loss: 1.423 acc: 0.094] 0:03:41.251447 3748 [D loss: 0.502 R 0.550 F 0.453][D acc: 0.695 R 0.609 F 0.781][G loss: 1.365 acc: 0.125] 0:03:41.333295 3749 [D loss: 0.523 R 0.491 F 0.555][D acc: 0.719 R 0.656 F 0.781][G loss: 1.401 acc: 0.094] 0:03:41.423882 3750 [D loss: 0.585 R 0.648 F 0.522][D acc: 0.703 R 0.578 F 0.828][G loss: 1.488 acc: 0.031] 0:03:41.510207 3751 [D loss: 0.577 R 0.607 F 0.547][D acc: 0.734 R 0.656 F 0.812][G loss: 1.378 acc: 0.031] 0:03:41.588993 3752 [D loss: 0.559 R 0.664 F 0.453][D acc: 0.727 R 0.594 F 0.859][G loss: 1.379 acc: 0.062] 0:03:41.672159 3753 [D loss: 0.559 R 0.571 F 0.546][D acc: 0.711 R 0.688 F 0.734][G loss: 1.417 acc: 0.078] 0:03:41.750734 3754 [D loss: 0.493 R 0.479 F 0.507][D acc: 0.742 R 0.672 F 0.812][G loss: 1.387 acc: 0.078] 0:03:41.823431 3755 [D loss: 0.541 R 0.512 F 0.571][D acc: 0.734 R 0.719 F 0.750][G loss: 1.438 acc: 0.094] 0:03:41.911146 3756 [D loss: 0.558 R 0.481 F 0.635][D acc: 0.727 R 0.703 F 0.750][G loss: 1.564 acc: 0.016] 0:03:41.985191 3757 [D loss: 0.571 R 0.682 F 0.460][D acc: 0.734 R 0.547 F 0.922][G loss: 1.277 acc: 0.125] 0:03:42.059087 3758 [D loss: 0.592 R 0.578 F 0.605][D acc: 0.656 R 0.641 F 0.672][G loss: 1.313 acc: 0.125] 0:03:42.141625 3759 [D loss: 0.452 R 0.474 F 0.429][D acc: 0.797 R 0.688 F 0.906][G loss: 1.493 acc: 0.047] 0:03:42.217152 3760 [D loss: 0.547 R 0.595 F 0.498][D acc: 0.719 R 0.656 F 0.781][G loss: 1.412 acc: 0.062] 0:03:42.291150 3761 [D loss: 0.473 R 0.506 F 0.441][D acc: 0.758 R 0.641 F 0.875][G loss: 1.462 acc: 0.172] 0:03:42.375324 3762 [D loss: 0.449 R 0.393 F 0.505][D acc: 0.789 R 0.766 F 0.812][G loss: 1.369 acc: 0.172] 0:03:42.451280 3763 [D loss: 0.542 R 0.562 F 0.522][D acc: 0.734 R 0.625 F 0.844][G loss: 1.474 acc: 0.125] 0:03:42.524697 3764 [D loss: 0.511 R 0.538 F 0.484][D acc: 0.750 R 0.656 F 0.844][G loss: 1.471 acc: 0.125] 0:03:42.617226 3765 [D loss: 0.629 R 0.624 F 0.635][D acc: 0.719 R 0.625 F 0.812][G loss: 1.440 acc: 0.094] 0:03:42.697019 3766 [D loss: 0.544 R 0.592 F 0.497][D acc: 0.742 R 0.672 F 0.812][G loss: 1.615 acc: 0.047] 0:03:42.770892 3767 [D loss: 0.483 R 0.537 F 0.428][D acc: 0.797 R 0.734 F 0.859][G loss: 1.246 acc: 0.156] 0:03:42.849029 3768 [D loss: 0.504 R 0.465 F 0.544][D acc: 0.750 R 0.703 F 0.797][G loss: 1.510 acc: 0.047] 0:03:42.924916 3769 [D loss: 0.509 R 0.543 F 0.475][D acc: 0.734 R 0.641 F 0.828][G loss: 1.443 acc: 0.188] 0:03:42.996587 3770 [D loss: 0.482 R 0.487 F 0.478][D acc: 0.750 R 0.750 F 0.750][G loss: 1.630 acc: 0.062] 0:03:43.075723 3771 [D loss: 0.497 R 0.496 F 0.499][D acc: 0.758 R 0.656 F 0.859][G loss: 1.575 acc: 0.062] 0:03:43.152563 3772 [D loss: 0.479 R 0.484 F 0.474][D acc: 0.773 R 0.719 F 0.828][G loss: 1.498 acc: 0.094] 0:03:43.238449 3773 [D loss: 0.608 R 0.666 F 0.550][D acc: 0.688 R 0.547 F 0.828][G loss: 1.440 acc: 0.094] 0:03:43.319347 3774 [D loss: 0.528 R 0.469 F 0.586][D acc: 0.750 R 0.719 F 0.781][G loss: 1.342 acc: 0.062] 0:03:43.394344 3775 [D loss: 0.529 R 0.546 F 0.512][D acc: 0.703 R 0.656 F 0.750][G loss: 1.385 acc: 0.094] 0:03:43.469595 3776 [D loss: 0.443 R 0.359 F 0.526][D acc: 0.773 R 0.781 F 0.766][G loss: 1.551 acc: 0.047] 0:03:43.549090 3777 [D loss: 0.503 R 0.516 F 0.491][D acc: 0.742 R 0.656 F 0.828][G loss: 1.522 acc: 0.078] 0:03:43.625586 3778 [D loss: 0.605 R 0.566 F 0.643][D acc: 0.711 R 0.641 F 0.781][G loss: 1.591 acc: 0.094] 0:03:43.698892 3779 [D loss: 0.538 R 0.670 F 0.406][D acc: 0.727 R 0.578 F 0.875][G loss: 1.402 acc: 0.094] 0:03:43.777185 3780 [D loss: 0.532 R 0.442 F 0.621][D acc: 0.750 R 0.750 F 0.750][G loss: 1.740 acc: 0.109] 0:03:43.854047 3781 [D loss: 0.538 R 0.474 F 0.603][D acc: 0.727 R 0.703 F 0.750][G loss: 1.513 acc: 0.109] 0:03:43.932357 3782 [D loss: 0.580 R 0.635 F 0.524][D acc: 0.711 R 0.594 F 0.828][G loss: 1.414 acc: 0.094] 0:03:44.017671 3783 [D loss: 0.494 R 0.574 F 0.414][D acc: 0.742 R 0.609 F 0.875][G loss: 1.543 acc: 0.125] 0:03:44.102383 3784 [D loss: 0.509 R 0.529 F 0.489][D acc: 0.719 R 0.672 F 0.766][G loss: 1.529 acc: 0.156] 0:03:44.196625 3785 [D loss: 0.551 R 0.576 F 0.526][D acc: 0.680 R 0.594 F 0.766][G loss: 1.557 acc: 0.031] 0:03:44.279180 3786 [D loss: 0.509 R 0.467 F 0.551][D acc: 0.773 R 0.719 F 0.828][G loss: 1.582 acc: 0.031] 0:03:44.378242 3787 [D loss: 0.539 R 0.484 F 0.593][D acc: 0.742 R 0.672 F 0.812][G loss: 1.440 acc: 0.094] 0:03:44.461699 3788 [D loss: 0.485 R 0.564 F 0.406][D acc: 0.750 R 0.609 F 0.891][G loss: 1.454 acc: 0.078] 0:03:44.540015 3789 [D loss: 0.576 R 0.660 F 0.491][D acc: 0.727 R 0.609 F 0.844][G loss: 1.457 acc: 0.062] 0:03:44.616335 3790 [D loss: 0.448 R 0.433 F 0.464][D acc: 0.789 R 0.734 F 0.844][G loss: 1.505 acc: 0.094] 0:03:44.696712 3791 [D loss: 0.509 R 0.503 F 0.515][D acc: 0.781 R 0.750 F 0.812][G loss: 1.489 acc: 0.109] 0:03:44.776762 3792 [D loss: 0.481 R 0.486 F 0.476][D acc: 0.789 R 0.766 F 0.812][G loss: 1.365 acc: 0.062] 0:03:44.849494 3793 [D loss: 0.462 R 0.417 F 0.508][D acc: 0.797 R 0.797 F 0.797][G loss: 1.663 acc: 0.047] 0:03:44.934137 3794 [D loss: 0.496 R 0.430 F 0.562][D acc: 0.773 R 0.766 F 0.781][G loss: 1.654 acc: 0.094] 0:03:45.013709 3795 [D loss: 0.463 R 0.562 F 0.364][D acc: 0.734 R 0.609 F 0.859][G loss: 1.528 acc: 0.078] 0:03:45.084794 3796 [D loss: 0.561 R 0.468 F 0.655][D acc: 0.719 R 0.734 F 0.703][G loss: 1.912 acc: 0.094] 0:03:45.156480 3797 [D loss: 0.543 R 0.655 F 0.431][D acc: 0.719 R 0.609 F 0.828][G loss: 1.661 acc: 0.109] 0:03:45.234859 3798 [D loss: 0.543 R 0.600 F 0.487][D acc: 0.742 R 0.641 F 0.844][G loss: 1.363 acc: 0.156] 0:03:45.316049 3799 [D loss: 0.661 R 0.633 F 0.689][D acc: 0.656 R 0.609 F 0.703][G loss: 1.646 acc: 0.109] 0:03:45.388650 3800 [D loss: 0.487 R 0.509 F 0.465][D acc: 0.781 R 0.719 F 0.844][G loss: 1.607 acc: 0.094] 0:03:45.472795 3801 [D loss: 0.531 R 0.578 F 0.483][D acc: 0.734 R 0.672 F 0.797][G loss: 1.437 acc: 0.125] 0:03:45.546535 3802 [D loss: 0.482 R 0.551 F 0.413][D acc: 0.781 R 0.688 F 0.875][G loss: 1.561 acc: 0.094] 0:03:45.627336 3803 [D loss: 0.564 R 0.441 F 0.688][D acc: 0.742 R 0.766 F 0.719][G loss: 1.648 acc: 0.031] 0:03:45.712155 3804 [D loss: 0.558 R 0.577 F 0.540][D acc: 0.703 R 0.625 F 0.781][G loss: 1.581 acc: 0.125] 0:03:45.786632 3805 [D loss: 0.561 R 0.629 F 0.494][D acc: 0.727 R 0.625 F 0.828][G loss: 1.529 acc: 0.031] 0:03:45.860796 3806 [D loss: 0.519 R 0.567 F 0.471][D acc: 0.750 R 0.625 F 0.875][G loss: 1.484 acc: 0.125] 0:03:45.951579 3807 [D loss: 0.545 R 0.721 F 0.369][D acc: 0.742 R 0.562 F 0.922][G loss: 1.627 acc: 0.062] 0:03:46.035562 3808 [D loss: 0.502 R 0.489 F 0.515][D acc: 0.711 R 0.672 F 0.750][G loss: 1.622 acc: 0.062] 0:03:46.111256 3809 [D loss: 0.448 R 0.413 F 0.482][D acc: 0.773 R 0.734 F 0.812][G loss: 1.680 acc: 0.141] 0:03:46.191388 3810 [D loss: 0.540 R 0.572 F 0.507][D acc: 0.742 R 0.672 F 0.812][G loss: 1.504 acc: 0.047] 0:03:46.269884 3811 [D loss: 0.563 R 0.430 F 0.695][D acc: 0.758 R 0.781 F 0.734][G loss: 1.466 acc: 0.078] 0:03:46.341552 3812 [D loss: 0.560 R 0.592 F 0.528][D acc: 0.672 R 0.594 F 0.750][G loss: 1.580 acc: 0.094] 0:03:46.421510 3813 [D loss: 0.519 R 0.497 F 0.541][D acc: 0.773 R 0.719 F 0.828][G loss: 1.562 acc: 0.078] 0:03:46.499377 3814 [D loss: 0.500 R 0.558 F 0.442][D acc: 0.766 R 0.656 F 0.875][G loss: 1.489 acc: 0.062] 0:03:46.572421 3815 [D loss: 0.527 R 0.582 F 0.471][D acc: 0.734 R 0.672 F 0.797][G loss: 1.696 acc: 0.094] 0:03:46.656181 3816 [D loss: 0.580 R 0.524 F 0.636][D acc: 0.703 R 0.672 F 0.734][G loss: 1.494 acc: 0.047] 0:03:46.739319 3817 [D loss: 0.639 R 0.677 F 0.600][D acc: 0.656 R 0.531 F 0.781][G loss: 1.566 acc: 0.047] 0:03:46.815682 3818 [D loss: 0.556 R 0.648 F 0.465][D acc: 0.680 R 0.594 F 0.766][G loss: 1.332 acc: 0.156] 0:03:46.897449 3819 [D loss: 0.462 R 0.475 F 0.449][D acc: 0.789 R 0.734 F 0.844][G loss: 1.317 acc: 0.141] 0:03:46.969854 3820 [D loss: 0.544 R 0.508 F 0.581][D acc: 0.727 R 0.688 F 0.766][G loss: 1.342 acc: 0.109] 0:03:47.044270 3821 [D loss: 0.515 R 0.462 F 0.567][D acc: 0.742 R 0.766 F 0.719][G loss: 1.391 acc: 0.125] 0:03:47.123392 3822 [D loss: 0.458 R 0.360 F 0.556][D acc: 0.789 R 0.844 F 0.734][G loss: 1.481 acc: 0.125] 0:03:47.195831 3823 [D loss: 0.572 R 0.607 F 0.538][D acc: 0.711 R 0.625 F 0.797][G loss: 1.451 acc: 0.141] 0:03:47.265887 3824 [D loss: 0.558 R 0.558 F 0.558][D acc: 0.695 R 0.656 F 0.734][G loss: 1.345 acc: 0.078] 0:03:47.357223 3825 [D loss: 0.513 R 0.570 F 0.456][D acc: 0.742 R 0.688 F 0.797][G loss: 1.468 acc: 0.078] 0:03:47.437640 3826 [D loss: 0.609 R 0.702 F 0.517][D acc: 0.703 R 0.609 F 0.797][G loss: 1.584 acc: 0.047] 0:03:47.512865 3827 [D loss: 0.537 R 0.583 F 0.491][D acc: 0.734 R 0.594 F 0.875][G loss: 1.323 acc: 0.125] 0:03:47.610205 3828 [D loss: 0.525 R 0.597 F 0.453][D acc: 0.719 R 0.625 F 0.812][G loss: 1.400 acc: 0.094] 0:03:47.695737 3829 [D loss: 0.548 R 0.535 F 0.562][D acc: 0.711 R 0.641 F 0.781][G loss: 1.284 acc: 0.156] 0:03:47.777572 3830 [D loss: 0.580 R 0.551 F 0.609][D acc: 0.680 R 0.656 F 0.703][G loss: 1.393 acc: 0.094] 0:03:47.869452 3831 [D loss: 0.525 R 0.544 F 0.507][D acc: 0.727 R 0.656 F 0.797][G loss: 1.523 acc: 0.062] 0:03:47.947615 3832 [D loss: 0.468 R 0.468 F 0.469][D acc: 0.820 R 0.797 F 0.844][G loss: 1.450 acc: 0.094] 0:03:48.023179 3833 [D loss: 0.551 R 0.573 F 0.530][D acc: 0.750 R 0.656 F 0.844][G loss: 1.545 acc: 0.125] 0:03:48.115452 3834 [D loss: 0.548 R 0.569 F 0.527][D acc: 0.727 R 0.672 F 0.781][G loss: 1.507 acc: 0.109] 0:03:48.193141 3835 [D loss: 0.491 R 0.470 F 0.513][D acc: 0.766 R 0.703 F 0.828][G loss: 1.616 acc: 0.078] 0:03:48.269293 3836 [D loss: 0.513 R 0.543 F 0.483][D acc: 0.766 R 0.734 F 0.797][G loss: 1.538 acc: 0.062] 0:03:48.361130 3837 [D loss: 0.501 R 0.468 F 0.534][D acc: 0.758 R 0.719 F 0.797][G loss: 1.435 acc: 0.062] 0:03:48.435088 3838 [D loss: 0.564 R 0.662 F 0.465][D acc: 0.727 R 0.594 F 0.859][G loss: 1.325 acc: 0.078] 0:03:48.506807 3839 [D loss: 0.452 R 0.398 F 0.507][D acc: 0.766 R 0.750 F 0.781][G loss: 1.406 acc: 0.016] 0:03:48.584639 3840 [D loss: 0.582 R 0.580 F 0.583][D acc: 0.672 R 0.594 F 0.750][G loss: 1.322 acc: 0.141] 0:03:48.669829 3841 [D loss: 0.498 R 0.422 F 0.573][D acc: 0.719 R 0.734 F 0.703][G loss: 1.589 acc: 0.031] 0:03:48.744606 3842 [D loss: 0.575 R 0.691 F 0.459][D acc: 0.727 R 0.609 F 0.844][G loss: 1.490 acc: 0.125] 0:03:48.833401 3843 [D loss: 0.497 R 0.527 F 0.468][D acc: 0.750 R 0.672 F 0.828][G loss: 1.357 acc: 0.078] 0:03:48.915974 3844 [D loss: 0.454 R 0.443 F 0.465][D acc: 0.773 R 0.719 F 0.828][G loss: 1.308 acc: 0.078] 0:03:48.995274 3845 [D loss: 0.545 R 0.590 F 0.501][D acc: 0.727 R 0.609 F 0.844][G loss: 1.311 acc: 0.141] 0:03:49.074323 3846 [D loss: 0.515 R 0.568 F 0.463][D acc: 0.758 R 0.656 F 0.859][G loss: 1.402 acc: 0.094] 0:03:49.152059 3847 [D loss: 0.655 R 0.612 F 0.699][D acc: 0.703 R 0.656 F 0.750][G loss: 1.533 acc: 0.094] 0:03:49.227577 3848 [D loss: 0.632 R 0.643 F 0.621][D acc: 0.688 R 0.578 F 0.797][G loss: 1.559 acc: 0.062] 0:03:49.304979 3849 [D loss: 0.566 R 0.703 F 0.429][D acc: 0.688 R 0.500 F 0.875][G loss: 1.286 acc: 0.203] 0:03:49.382829 3850 [D loss: 0.529 R 0.503 F 0.556][D acc: 0.719 R 0.703 F 0.734][G loss: 1.384 acc: 0.125] 0:03:49.458226 3851 [D loss: 0.620 R 0.649 F 0.592][D acc: 0.680 R 0.594 F 0.766][G loss: 1.391 acc: 0.062] 0:03:49.547519 3852 [D loss: 0.578 R 0.626 F 0.529][D acc: 0.672 R 0.578 F 0.766][G loss: 1.384 acc: 0.109] 0:03:49.619320 3853 [D loss: 0.507 R 0.531 F 0.484][D acc: 0.750 R 0.672 F 0.828][G loss: 1.393 acc: 0.109] 0:03:49.701996 3854 [D loss: 0.505 R 0.533 F 0.478][D acc: 0.758 R 0.688 F 0.828][G loss: 1.415 acc: 0.062] 0:03:49.778922 3855 [D loss: 0.538 R 0.533 F 0.544][D acc: 0.750 R 0.656 F 0.844][G loss: 1.367 acc: 0.109] 0:03:49.852451 3856 [D loss: 0.500 R 0.533 F 0.467][D acc: 0.750 R 0.656 F 0.844][G loss: 1.351 acc: 0.094] 0:03:49.927917 3857 [D loss: 0.555 R 0.559 F 0.552][D acc: 0.719 R 0.688 F 0.750][G loss: 1.328 acc: 0.125] 0:03:50.007720 3858 [D loss: 0.550 R 0.588 F 0.511][D acc: 0.758 R 0.688 F 0.828][G loss: 1.270 acc: 0.125] 0:03:50.078402 3859 [D loss: 0.409 R 0.317 F 0.501][D acc: 0.852 R 0.844 F 0.859][G loss: 1.519 acc: 0.094] 0:03:50.155743 3860 [D loss: 0.523 R 0.514 F 0.532][D acc: 0.711 R 0.703 F 0.719][G loss: 1.409 acc: 0.141] 0:03:50.234703 3861 [D loss: 0.566 R 0.583 F 0.548][D acc: 0.711 R 0.609 F 0.812][G loss: 1.461 acc: 0.078] 0:03:50.306073 3862 [D loss: 0.599 R 0.634 F 0.563][D acc: 0.727 R 0.656 F 0.797][G loss: 1.448 acc: 0.094] 0:03:50.377980 3863 [D loss: 0.502 R 0.537 F 0.466][D acc: 0.766 R 0.703 F 0.828][G loss: 1.442 acc: 0.109] 0:03:50.463279 3864 [D loss: 0.493 R 0.462 F 0.523][D acc: 0.758 R 0.734 F 0.781][G loss: 1.622 acc: 0.078] 0:03:50.537296 3865 [D loss: 0.565 R 0.682 F 0.447][D acc: 0.734 R 0.594 F 0.875][G loss: 1.426 acc: 0.094] 0:03:50.609096 3866 [D loss: 0.499 R 0.508 F 0.490][D acc: 0.773 R 0.734 F 0.812][G loss: 1.456 acc: 0.078] 0:03:50.699785 3867 [D loss: 0.586 R 0.554 F 0.618][D acc: 0.695 R 0.641 F 0.750][G loss: 1.534 acc: 0.109] 0:03:50.774007 3868 [D loss: 0.455 R 0.492 F 0.418][D acc: 0.773 R 0.656 F 0.891][G loss: 1.649 acc: 0.000] 0:03:50.855520 3869 [D loss: 0.503 R 0.622 F 0.385][D acc: 0.781 R 0.625 F 0.938][G loss: 1.455 acc: 0.109] 0:03:50.935778 3870 [D loss: 0.512 R 0.508 F 0.517][D acc: 0.773 R 0.734 F 0.812][G loss: 1.524 acc: 0.031] 0:03:51.010009 3871 [D loss: 0.523 R 0.544 F 0.503][D acc: 0.758 R 0.688 F 0.828][G loss: 1.503 acc: 0.109] 0:03:51.086190 3872 [D loss: 0.468 R 0.523 F 0.414][D acc: 0.805 R 0.719 F 0.891][G loss: 1.616 acc: 0.094] 0:03:51.168346 3873 [D loss: 0.451 R 0.427 F 0.475][D acc: 0.820 R 0.781 F 0.859][G loss: 1.378 acc: 0.094] 0:03:51.251544 3874 [D loss: 0.441 R 0.323 F 0.560][D acc: 0.766 R 0.797 F 0.734][G loss: 1.826 acc: 0.062] 0:03:51.347657 3875 [D loss: 0.464 R 0.512 F 0.417][D acc: 0.805 R 0.734 F 0.875][G loss: 1.524 acc: 0.094] 0:03:51.431870 3876 [D loss: 0.592 R 0.607 F 0.577][D acc: 0.727 R 0.641 F 0.812][G loss: 1.532 acc: 0.047] 0:03:51.503534 3877 [D loss: 0.512 R 0.607 F 0.416][D acc: 0.758 R 0.641 F 0.875][G loss: 1.470 acc: 0.109] 0:03:51.582118 3878 [D loss: 0.546 R 0.554 F 0.538][D acc: 0.688 R 0.625 F 0.750][G loss: 1.508 acc: 0.125] 0:03:51.660873 3879 [D loss: 0.513 R 0.558 F 0.469][D acc: 0.695 R 0.641 F 0.750][G loss: 1.580 acc: 0.094] 0:03:51.741916 3880 [D loss: 0.583 R 0.599 F 0.567][D acc: 0.734 R 0.672 F 0.797][G loss: 1.469 acc: 0.078] 0:03:51.831094 3881 [D loss: 0.505 R 0.497 F 0.514][D acc: 0.781 R 0.703 F 0.859][G loss: 1.453 acc: 0.109] 0:03:51.916522 3882 [D loss: 0.488 R 0.498 F 0.478][D acc: 0.758 R 0.688 F 0.828][G loss: 1.708 acc: 0.078] 0:03:51.995519 3883 [D loss: 0.470 R 0.465 F 0.474][D acc: 0.789 R 0.781 F 0.797][G loss: 1.720 acc: 0.047] 0:03:52.068903 3884 [D loss: 0.565 R 0.605 F 0.524][D acc: 0.695 R 0.609 F 0.781][G loss: 1.679 acc: 0.031] 0:03:52.146433 3885 [D loss: 0.519 R 0.635 F 0.403][D acc: 0.781 R 0.703 F 0.859][G loss: 1.434 acc: 0.062] 0:03:52.228573 3886 [D loss: 0.560 R 0.586 F 0.534][D acc: 0.742 R 0.703 F 0.781][G loss: 1.427 acc: 0.109] 0:03:52.318429 3887 [D loss: 0.438 R 0.410 F 0.466][D acc: 0.789 R 0.766 F 0.812][G loss: 1.496 acc: 0.062] 0:03:52.393942 3888 [D loss: 0.435 R 0.416 F 0.453][D acc: 0.812 R 0.734 F 0.891][G loss: 1.610 acc: 0.062] 0:03:52.466611 3889 [D loss: 0.498 R 0.546 F 0.449][D acc: 0.742 R 0.688 F 0.797][G loss: 1.561 acc: 0.062] 0:03:52.537695 3890 [D loss: 0.478 R 0.489 F 0.468][D acc: 0.766 R 0.656 F 0.875][G loss: 1.501 acc: 0.078] 0:03:52.616849 3891 [D loss: 0.467 R 0.512 F 0.423][D acc: 0.789 R 0.703 F 0.875][G loss: 1.420 acc: 0.125] 0:03:52.706545 3892 [D loss: 0.435 R 0.355 F 0.516][D acc: 0.781 R 0.797 F 0.766][G loss: 1.498 acc: 0.094] 0:03:52.782339 3893 [D loss: 0.481 R 0.492 F 0.470][D acc: 0.758 R 0.688 F 0.828][G loss: 1.731 acc: 0.094] 0:03:52.857600 3894 [D loss: 0.472 R 0.498 F 0.446][D acc: 0.781 R 0.719 F 0.844][G loss: 1.719 acc: 0.125] 0:03:52.939920 3895 [D loss: 0.491 R 0.538 F 0.445][D acc: 0.742 R 0.656 F 0.828][G loss: 1.808 acc: 0.016] 0:03:53.012180 3896 [D loss: 0.611 R 0.682 F 0.540][D acc: 0.703 R 0.578 F 0.828][G loss: 1.563 acc: 0.094] 0:03:53.089605 3897 [D loss: 0.674 R 0.617 F 0.731][D acc: 0.711 R 0.609 F 0.812][G loss: 1.625 acc: 0.062] 0:03:53.164827 3898 [D loss: 0.556 R 0.619 F 0.492][D acc: 0.688 R 0.625 F 0.750][G loss: 1.452 acc: 0.062] 0:03:53.237481 3899 [D loss: 0.505 R 0.514 F 0.497][D acc: 0.742 R 0.641 F 0.844][G loss: 1.452 acc: 0.078] 0:03:53.321041 3900 [D loss: 0.425 R 0.457 F 0.392][D acc: 0.859 R 0.797 F 0.922][G loss: 1.586 acc: 0.109] 0:03:53.393097 3901 [D loss: 0.464 R 0.524 F 0.404][D acc: 0.773 R 0.672 F 0.875][G loss: 1.470 acc: 0.172] 0:03:53.468676 3902 [D loss: 0.519 R 0.596 F 0.442][D acc: 0.781 R 0.703 F 0.859][G loss: 1.538 acc: 0.078] 0:03:53.546380 3903 [D loss: 0.459 R 0.499 F 0.418][D acc: 0.734 R 0.656 F 0.812][G loss: 1.401 acc: 0.141] 0:03:53.625038 3904 [D loss: 0.569 R 0.436 F 0.703][D acc: 0.727 R 0.719 F 0.734][G loss: 1.475 acc: 0.047] 0:03:53.701156 3905 [D loss: 0.521 R 0.576 F 0.466][D acc: 0.758 R 0.672 F 0.844][G loss: 1.390 acc: 0.109] 0:03:53.785035 3906 [D loss: 0.467 R 0.502 F 0.432][D acc: 0.758 R 0.672 F 0.844][G loss: 1.379 acc: 0.031] 0:03:53.858610 3907 [D loss: 0.542 R 0.497 F 0.587][D acc: 0.758 R 0.719 F 0.797][G loss: 1.450 acc: 0.062] 0:03:53.952541 3908 [D loss: 0.552 R 0.640 F 0.465][D acc: 0.734 R 0.609 F 0.859][G loss: 1.464 acc: 0.094] 0:03:54.047412 3909 [D loss: 0.594 R 0.660 F 0.529][D acc: 0.727 R 0.641 F 0.812][G loss: 1.277 acc: 0.062] 0:03:54.138259 3910 [D loss: 0.519 R 0.535 F 0.504][D acc: 0.789 R 0.672 F 0.906][G loss: 1.318 acc: 0.125] 0:03:54.233442 3911 [D loss: 0.412 R 0.398 F 0.426][D acc: 0.812 R 0.750 F 0.875][G loss: 1.466 acc: 0.078] 0:03:54.316507 3912 [D loss: 0.525 R 0.481 F 0.570][D acc: 0.758 R 0.719 F 0.797][G loss: 1.595 acc: 0.062] 0:03:54.396442 3913 [D loss: 0.582 R 0.539 F 0.626][D acc: 0.688 R 0.641 F 0.734][G loss: 1.421 acc: 0.031] 0:03:54.472999 3914 [D loss: 0.499 R 0.539 F 0.459][D acc: 0.758 R 0.719 F 0.797][G loss: 1.520 acc: 0.062] 0:03:54.560434 3915 [D loss: 0.486 R 0.536 F 0.436][D acc: 0.758 R 0.656 F 0.859][G loss: 1.544 acc: 0.047] 0:03:54.637168 3916 [D loss: 0.507 R 0.558 F 0.456][D acc: 0.789 R 0.656 F 0.922][G loss: 1.452 acc: 0.062] 0:03:54.727023 3917 [D loss: 0.458 R 0.479 F 0.437][D acc: 0.750 R 0.641 F 0.859][G loss: 1.631 acc: 0.094] 0:03:54.813452 3918 [D loss: 0.554 R 0.566 F 0.543][D acc: 0.688 R 0.672 F 0.703][G loss: 1.746 acc: 0.094] 0:03:54.887960 3919 [D loss: 0.607 R 0.729 F 0.486][D acc: 0.672 R 0.531 F 0.812][G loss: 1.520 acc: 0.125] 0:03:54.960798 3920 [D loss: 0.486 R 0.462 F 0.511][D acc: 0.750 R 0.703 F 0.797][G loss: 1.483 acc: 0.156] 0:03:55.047720 3921 [D loss: 0.639 R 0.544 F 0.734][D acc: 0.688 R 0.625 F 0.750][G loss: 1.529 acc: 0.125] 0:03:55.122489 3922 [D loss: 0.533 R 0.667 F 0.400][D acc: 0.734 R 0.578 F 0.891][G loss: 1.337 acc: 0.156] 0:03:55.195013 3923 [D loss: 0.493 R 0.618 F 0.367][D acc: 0.734 R 0.594 F 0.875][G loss: 1.475 acc: 0.156] 0:03:55.276726 3924 [D loss: 0.468 R 0.425 F 0.512][D acc: 0.758 R 0.734 F 0.781][G loss: 1.518 acc: 0.078] 0:03:55.347855 3925 [D loss: 0.431 R 0.426 F 0.436][D acc: 0.789 R 0.734 F 0.844][G loss: 1.680 acc: 0.047] 0:03:55.418528 3926 [D loss: 0.570 R 0.756 F 0.384][D acc: 0.711 R 0.516 F 0.906][G loss: 1.480 acc: 0.109] 0:03:55.499446 3927 [D loss: 0.519 R 0.588 F 0.450][D acc: 0.734 R 0.609 F 0.859][G loss: 1.482 acc: 0.094] 0:03:55.575168 3928 [D loss: 0.568 R 0.626 F 0.509][D acc: 0.711 R 0.609 F 0.812][G loss: 1.364 acc: 0.156] 0:03:55.647974 3929 [D loss: 0.526 R 0.451 F 0.602][D acc: 0.680 R 0.672 F 0.688][G loss: 1.424 acc: 0.109] 0:03:55.749842 3930 [D loss: 0.516 R 0.474 F 0.558][D acc: 0.742 R 0.703 F 0.781][G loss: 1.523 acc: 0.094] 0:03:55.822173 3931 [D loss: 0.601 R 0.578 F 0.623][D acc: 0.719 R 0.625 F 0.812][G loss: 1.502 acc: 0.016] 0:03:55.896854 3932 [D loss: 0.490 R 0.574 F 0.405][D acc: 0.773 R 0.641 F 0.906][G loss: 1.608 acc: 0.062] 0:03:55.976130 3933 [D loss: 0.488 R 0.476 F 0.500][D acc: 0.734 R 0.688 F 0.781][G loss: 1.391 acc: 0.094] 0:03:56.053750 3934 [D loss: 0.511 R 0.550 F 0.471][D acc: 0.727 R 0.656 F 0.797][G loss: 1.527 acc: 0.125] 0:03:56.125117 3935 [D loss: 0.588 R 0.635 F 0.541][D acc: 0.688 R 0.578 F 0.797][G loss: 1.343 acc: 0.047] 0:03:56.203854 3936 [D loss: 0.457 R 0.430 F 0.483][D acc: 0.750 R 0.688 F 0.812][G loss: 1.442 acc: 0.141] 0:03:56.277903 3937 [D loss: 0.562 R 0.577 F 0.547][D acc: 0.727 R 0.672 F 0.781][G loss: 1.425 acc: 0.109] 0:03:56.354668 3938 [D loss: 0.534 R 0.564 F 0.504][D acc: 0.703 R 0.609 F 0.797][G loss: 1.381 acc: 0.094] 0:03:56.431747 3939 [D loss: 0.494 R 0.488 F 0.500][D acc: 0.750 R 0.734 F 0.766][G loss: 1.374 acc: 0.109] 0:03:56.515237 3940 [D loss: 0.541 R 0.529 F 0.553][D acc: 0.758 R 0.734 F 0.781][G loss: 1.555 acc: 0.031] 0:03:56.588359 3941 [D loss: 0.488 R 0.532 F 0.443][D acc: 0.773 R 0.656 F 0.891][G loss: 1.457 acc: 0.062] 0:03:56.668651 3942 [D loss: 0.564 R 0.536 F 0.592][D acc: 0.742 R 0.656 F 0.828][G loss: 1.448 acc: 0.078] 0:03:56.744849 3943 [D loss: 0.543 R 0.625 F 0.461][D acc: 0.734 R 0.594 F 0.875][G loss: 1.411 acc: 0.094] 0:03:56.820711 3944 [D loss: 0.560 R 0.541 F 0.579][D acc: 0.711 R 0.656 F 0.766][G loss: 1.328 acc: 0.203] 0:03:56.902358 3945 [D loss: 0.597 R 0.509 F 0.685][D acc: 0.695 R 0.641 F 0.750][G loss: 1.473 acc: 0.094] 0:03:56.972825 3946 [D loss: 0.548 R 0.617 F 0.479][D acc: 0.672 R 0.609 F 0.734][G loss: 1.362 acc: 0.078] 0:03:57.049496 3947 [D loss: 0.537 R 0.471 F 0.604][D acc: 0.750 R 0.719 F 0.781][G loss: 1.566 acc: 0.031] 0:03:57.137470 3948 [D loss: 0.518 R 0.603 F 0.433][D acc: 0.750 R 0.625 F 0.875][G loss: 1.540 acc: 0.156] 0:03:57.211671 3949 [D loss: 0.526 R 0.575 F 0.478][D acc: 0.758 R 0.719 F 0.797][G loss: 1.517 acc: 0.094] 0:03:57.286274 3950 [D loss: 0.563 R 0.542 F 0.584][D acc: 0.672 R 0.625 F 0.719][G loss: 1.564 acc: 0.078] 0:03:57.370609 3951 [D loss: 0.543 R 0.578 F 0.509][D acc: 0.750 R 0.703 F 0.797][G loss: 1.466 acc: 0.125] 0:03:57.445619 3952 [D loss: 0.455 R 0.417 F 0.492][D acc: 0.805 R 0.781 F 0.828][G loss: 1.468 acc: 0.047] 0:03:57.517409 3953 [D loss: 0.465 R 0.510 F 0.420][D acc: 0.797 R 0.688 F 0.906][G loss: 1.554 acc: 0.094] 0:03:57.598020 3954 [D loss: 0.542 R 0.534 F 0.549][D acc: 0.711 R 0.625 F 0.797][G loss: 1.460 acc: 0.062] 0:03:57.675641 3955 [D loss: 0.502 R 0.573 F 0.432][D acc: 0.742 R 0.641 F 0.844][G loss: 1.572 acc: 0.062] 0:03:57.755708 3956 [D loss: 0.516 R 0.567 F 0.464][D acc: 0.742 R 0.656 F 0.828][G loss: 1.374 acc: 0.078] 0:03:57.838005 3957 [D loss: 0.571 R 0.396 F 0.747][D acc: 0.727 R 0.781 F 0.672][G loss: 1.653 acc: 0.094] 0:03:57.913524 3958 [D loss: 0.666 R 0.782 F 0.550][D acc: 0.648 R 0.516 F 0.781][G loss: 1.470 acc: 0.062] 0:03:57.987718 3959 [D loss: 0.526 R 0.567 F 0.485][D acc: 0.773 R 0.688 F 0.859][G loss: 1.480 acc: 0.047] 0:03:58.067423 3960 [D loss: 0.551 R 0.667 F 0.435][D acc: 0.750 R 0.609 F 0.891][G loss: 1.360 acc: 0.125] 0:03:58.146219 3961 [D loss: 0.511 R 0.576 F 0.445][D acc: 0.758 R 0.656 F 0.859][G loss: 1.301 acc: 0.188] 0:03:58.222406 3962 [D loss: 0.506 R 0.467 F 0.545][D acc: 0.758 R 0.719 F 0.797][G loss: 1.380 acc: 0.156] 0:03:58.324293 3963 [D loss: 0.491 R 0.509 F 0.473][D acc: 0.789 R 0.703 F 0.875][G loss: 1.371 acc: 0.062] 0:03:58.410211 3964 [D loss: 0.543 R 0.579 F 0.507][D acc: 0.727 R 0.656 F 0.797][G loss: 1.414 acc: 0.062] 0:03:58.481776 3965 [D loss: 0.572 R 0.541 F 0.603][D acc: 0.758 R 0.688 F 0.828][G loss: 1.452 acc: 0.141] 0:03:58.559826 3966 [D loss: 0.454 R 0.472 F 0.435][D acc: 0.805 R 0.719 F 0.891][G loss: 1.389 acc: 0.078] 0:03:58.632041 3967 [D loss: 0.560 R 0.525 F 0.596][D acc: 0.711 R 0.656 F 0.766][G loss: 1.482 acc: 0.125] 0:03:58.724665 3968 [D loss: 0.500 R 0.617 F 0.383][D acc: 0.781 R 0.656 F 0.906][G loss: 1.385 acc: 0.047] 0:03:58.808225 3969 [D loss: 0.486 R 0.476 F 0.496][D acc: 0.766 R 0.703 F 0.828][G loss: 1.408 acc: 0.031] 0:03:58.880229 3970 [D loss: 0.539 R 0.491 F 0.587][D acc: 0.719 R 0.656 F 0.781][G loss: 1.613 acc: 0.094] 0:03:58.954687 3971 [D loss: 0.580 R 0.651 F 0.510][D acc: 0.711 R 0.609 F 0.812][G loss: 1.322 acc: 0.125] 0:03:59.033360 3972 [D loss: 0.628 R 0.424 F 0.831][D acc: 0.711 R 0.750 F 0.672][G loss: 1.615 acc: 0.078] 0:03:59.111800 3973 [D loss: 0.482 R 0.600 F 0.363][D acc: 0.773 R 0.625 F 0.922][G loss: 1.393 acc: 0.078] 0:03:59.183243 3974 [D loss: 0.560 R 0.496 F 0.623][D acc: 0.703 R 0.688 F 0.719][G loss: 1.523 acc: 0.047] 0:03:59.268930 3975 [D loss: 0.616 R 0.571 F 0.662][D acc: 0.688 R 0.656 F 0.719][G loss: 1.390 acc: 0.125] 0:03:59.343710 3976 [D loss: 0.613 R 0.647 F 0.578][D acc: 0.688 R 0.594 F 0.781][G loss: 1.431 acc: 0.062] 0:03:59.415788 3977 [D loss: 0.508 R 0.581 F 0.435][D acc: 0.766 R 0.672 F 0.859][G loss: 1.482 acc: 0.109] 0:03:59.497558 3978 [D loss: 0.420 R 0.468 F 0.372][D acc: 0.797 R 0.719 F 0.875][G loss: 1.420 acc: 0.125] 0:03:59.571764 3979 [D loss: 0.533 R 0.591 F 0.476][D acc: 0.742 R 0.625 F 0.859][G loss: 1.511 acc: 0.062] 0:03:59.644625 3980 [D loss: 0.541 R 0.577 F 0.505][D acc: 0.766 R 0.703 F 0.828][G loss: 1.441 acc: 0.109] 0:03:59.726905 3981 [D loss: 0.597 R 0.604 F 0.590][D acc: 0.688 R 0.578 F 0.797][G loss: 1.417 acc: 0.062] 0:03:59.813215 3982 [D loss: 0.567 R 0.626 F 0.508][D acc: 0.750 R 0.672 F 0.828][G loss: 1.389 acc: 0.062] 0:03:59.887246 3983 [D loss: 0.539 R 0.604 F 0.474][D acc: 0.734 R 0.625 F 0.844][G loss: 1.277 acc: 0.109] 0:03:59.965275 3984 [D loss: 0.552 R 0.566 F 0.537][D acc: 0.711 R 0.625 F 0.797][G loss: 1.288 acc: 0.172] 0:04:00.039265 3985 [D loss: 0.514 R 0.472 F 0.557][D acc: 0.742 R 0.688 F 0.797][G loss: 1.513 acc: 0.047] 0:04:00.117532 3986 [D loss: 0.490 R 0.539 F 0.441][D acc: 0.773 R 0.641 F 0.906][G loss: 1.586 acc: 0.016] 0:04:00.195070 3987 [D loss: 0.389 R 0.393 F 0.385][D acc: 0.828 R 0.734 F 0.922][G loss: 1.694 acc: 0.094] 0:04:00.285279 3988 [D loss: 0.684 R 0.597 F 0.771][D acc: 0.711 R 0.672 F 0.750][G loss: 1.620 acc: 0.047] 0:04:00.360367 3989 [D loss: 0.665 R 0.806 F 0.523][D acc: 0.633 R 0.422 F 0.844][G loss: 1.566 acc: 0.031] 0:04:00.455082 3990 [D loss: 0.482 R 0.529 F 0.436][D acc: 0.758 R 0.656 F 0.859][G loss: 1.615 acc: 0.062] 0:04:00.548349 3991 [D loss: 0.486 R 0.562 F 0.410][D acc: 0.750 R 0.641 F 0.859][G loss: 1.384 acc: 0.141] 0:04:00.628796 3992 [D loss: 0.522 R 0.538 F 0.505][D acc: 0.734 R 0.656 F 0.812][G loss: 1.242 acc: 0.141] 0:04:00.714786 3993 [D loss: 0.520 R 0.512 F 0.529][D acc: 0.766 R 0.734 F 0.797][G loss: 1.434 acc: 0.125] 0:04:00.806373 3994 [D loss: 0.528 R 0.598 F 0.459][D acc: 0.797 R 0.688 F 0.906][G loss: 1.369 acc: 0.094] 0:04:00.882832 3995 [D loss: 0.482 R 0.431 F 0.533][D acc: 0.758 R 0.734 F 0.781][G loss: 1.438 acc: 0.125] 0:04:00.963604 3996 [D loss: 0.425 R 0.391 F 0.459][D acc: 0.812 R 0.797 F 0.828][G loss: 1.385 acc: 0.047] 0:04:01.036307 3997 [D loss: 0.525 R 0.527 F 0.523][D acc: 0.727 R 0.641 F 0.812][G loss: 1.522 acc: 0.094] 0:04:01.109804 3998 [D loss: 0.581 R 0.641 F 0.520][D acc: 0.719 R 0.625 F 0.812][G loss: 1.408 acc: 0.094] 0:04:01.195182 3999 [D loss: 0.467 R 0.474 F 0.459][D acc: 0.766 R 0.750 F 0.781][G loss: 1.439 acc: 0.094] 0:04:01.267341 4000 [D loss: 0.455 R 0.351 F 0.560][D acc: 0.812 R 0.781 F 0.844][G loss: 1.630 acc: 0.062] 0:04:01.341401 4001 [D loss: 0.634 R 0.748 F 0.520][D acc: 0.703 R 0.562 F 0.844][G loss: 1.413 acc: 0.047] 0:04:04.822004 4002 [D loss: 0.555 R 0.685 F 0.424][D acc: 0.727 R 0.578 F 0.875][G loss: 1.604 acc: 0.094] 0:04:04.903623 4003 [D loss: 0.515 R 0.564 F 0.467][D acc: 0.727 R 0.641 F 0.812][G loss: 1.448 acc: 0.125] 0:04:04.990044 4004 [D loss: 0.523 R 0.420 F 0.626][D acc: 0.766 R 0.750 F 0.781][G loss: 1.399 acc: 0.062] 0:04:05.071951 4005 [D loss: 0.572 R 0.630 F 0.514][D acc: 0.688 R 0.562 F 0.812][G loss: 1.337 acc: 0.109] 0:04:05.152191 4006 [D loss: 0.537 R 0.514 F 0.559][D acc: 0.750 R 0.641 F 0.859][G loss: 1.296 acc: 0.188] 0:04:05.229363 4007 [D loss: 0.509 R 0.440 F 0.577][D acc: 0.742 R 0.750 F 0.734][G loss: 1.459 acc: 0.047] 0:04:05.315830 4008 [D loss: 0.522 R 0.510 F 0.535][D acc: 0.742 R 0.688 F 0.797][G loss: 1.432 acc: 0.078] 0:04:05.388958 4009 [D loss: 0.585 R 0.464 F 0.706][D acc: 0.758 R 0.688 F 0.828][G loss: 1.512 acc: 0.078] 0:04:05.460551 4010 [D loss: 0.544 R 0.628 F 0.460][D acc: 0.727 R 0.562 F 0.891][G loss: 1.513 acc: 0.062] 0:04:05.540646 4011 [D loss: 0.558 R 0.544 F 0.572][D acc: 0.734 R 0.703 F 0.766][G loss: 1.419 acc: 0.078] 0:04:05.617152 4012 [D loss: 0.531 R 0.590 F 0.473][D acc: 0.734 R 0.625 F 0.844][G loss: 1.464 acc: 0.094] 0:04:05.696159 4013 [D loss: 0.500 R 0.542 F 0.457][D acc: 0.758 R 0.656 F 0.859][G loss: 1.627 acc: 0.031] 0:04:05.789776 4014 [D loss: 0.516 R 0.598 F 0.433][D acc: 0.734 R 0.609 F 0.859][G loss: 1.290 acc: 0.109] 0:04:05.876601 4015 [D loss: 0.478 R 0.534 F 0.422][D acc: 0.742 R 0.641 F 0.844][G loss: 1.568 acc: 0.125] 0:04:05.955054 4016 [D loss: 0.427 R 0.374 F 0.481][D acc: 0.805 R 0.766 F 0.844][G loss: 1.454 acc: 0.094] 0:04:06.038797 4017 [D loss: 0.636 R 0.531 F 0.742][D acc: 0.727 R 0.688 F 0.766][G loss: 1.514 acc: 0.016] 0:04:06.113970 4018 [D loss: 0.560 R 0.564 F 0.556][D acc: 0.734 R 0.703 F 0.766][G loss: 1.544 acc: 0.047] 0:04:06.193484 4019 [D loss: 0.488 R 0.544 F 0.432][D acc: 0.789 R 0.688 F 0.891][G loss: 1.682 acc: 0.031] 0:04:06.276065 4020 [D loss: 0.495 R 0.520 F 0.470][D acc: 0.805 R 0.734 F 0.875][G loss: 1.346 acc: 0.078] 0:04:06.350307 4021 [D loss: 0.549 R 0.474 F 0.624][D acc: 0.758 R 0.766 F 0.750][G loss: 1.630 acc: 0.062] 0:04:06.422158 4022 [D loss: 0.449 R 0.464 F 0.434][D acc: 0.773 R 0.734 F 0.812][G loss: 1.755 acc: 0.047] 0:04:06.500628 4023 [D loss: 0.493 R 0.551 F 0.435][D acc: 0.750 R 0.641 F 0.859][G loss: 1.527 acc: 0.094] 0:04:06.574744 4024 [D loss: 0.506 R 0.523 F 0.490][D acc: 0.750 R 0.703 F 0.797][G loss: 1.676 acc: 0.031] 0:04:06.652902 4025 [D loss: 0.485 R 0.526 F 0.443][D acc: 0.766 R 0.672 F 0.859][G loss: 1.580 acc: 0.047] 0:04:06.733178 4026 [D loss: 0.585 R 0.667 F 0.502][D acc: 0.695 R 0.531 F 0.859][G loss: 1.417 acc: 0.156] 0:04:06.818003 4027 [D loss: 0.512 R 0.570 F 0.454][D acc: 0.766 R 0.672 F 0.859][G loss: 1.495 acc: 0.109] 0:04:06.900649 4028 [D loss: 0.633 R 0.716 F 0.551][D acc: 0.680 R 0.547 F 0.812][G loss: 1.416 acc: 0.062] 0:04:06.983779 4029 [D loss: 0.458 R 0.500 F 0.416][D acc: 0.820 R 0.734 F 0.906][G loss: 1.362 acc: 0.062] 0:04:07.058068 4030 [D loss: 0.489 R 0.461 F 0.518][D acc: 0.773 R 0.734 F 0.812][G loss: 1.294 acc: 0.203] 0:04:07.138000 4031 [D loss: 0.516 R 0.488 F 0.544][D acc: 0.727 R 0.688 F 0.766][G loss: 1.528 acc: 0.094] 0:04:07.227105 4032 [D loss: 0.566 R 0.558 F 0.574][D acc: 0.680 R 0.672 F 0.688][G loss: 1.377 acc: 0.219] 0:04:07.301462 4033 [D loss: 0.573 R 0.460 F 0.687][D acc: 0.703 R 0.719 F 0.688][G loss: 1.507 acc: 0.109] 0:04:07.402539 4034 [D loss: 0.583 R 0.566 F 0.600][D acc: 0.719 R 0.656 F 0.781][G loss: 1.422 acc: 0.062] 0:04:07.483736 4035 [D loss: 0.552 R 0.629 F 0.476][D acc: 0.727 R 0.672 F 0.781][G loss: 1.558 acc: 0.047] 0:04:07.562432 4036 [D loss: 0.550 R 0.533 F 0.568][D acc: 0.758 R 0.703 F 0.812][G loss: 1.487 acc: 0.125] 0:04:07.636806 4037 [D loss: 0.522 R 0.576 F 0.469][D acc: 0.750 R 0.656 F 0.844][G loss: 1.568 acc: 0.000] 0:04:07.730338 4038 [D loss: 0.510 R 0.594 F 0.426][D acc: 0.742 R 0.609 F 0.875][G loss: 1.537 acc: 0.109] 0:04:07.822234 4039 [D loss: 0.534 R 0.418 F 0.649][D acc: 0.727 R 0.750 F 0.703][G loss: 1.695 acc: 0.062] 0:04:07.895524 4040 [D loss: 0.567 R 0.690 F 0.444][D acc: 0.758 R 0.625 F 0.891][G loss: 1.460 acc: 0.062] 0:04:08.001099 4041 [D loss: 0.523 R 0.585 F 0.462][D acc: 0.711 R 0.625 F 0.797][G loss: 1.329 acc: 0.141] 0:04:08.086492 4042 [D loss: 0.451 R 0.489 F 0.413][D acc: 0.852 R 0.781 F 0.922][G loss: 1.407 acc: 0.094] 0:04:08.160433 4043 [D loss: 0.626 R 0.508 F 0.744][D acc: 0.688 R 0.703 F 0.672][G loss: 1.553 acc: 0.047] 0:04:08.254470 4044 [D loss: 0.518 R 0.558 F 0.478][D acc: 0.766 R 0.672 F 0.859][G loss: 1.485 acc: 0.109] 0:04:08.346862 4045 [D loss: 0.524 R 0.583 F 0.464][D acc: 0.727 R 0.609 F 0.844][G loss: 1.444 acc: 0.109] 0:04:08.419487 4046 [D loss: 0.504 R 0.580 F 0.427][D acc: 0.742 R 0.625 F 0.859][G loss: 1.374 acc: 0.125] 0:04:08.497091 4047 [D loss: 0.505 R 0.454 F 0.556][D acc: 0.766 R 0.734 F 0.797][G loss: 1.558 acc: 0.047] 0:04:08.574206 4048 [D loss: 0.470 R 0.539 F 0.402][D acc: 0.789 R 0.703 F 0.875][G loss: 1.539 acc: 0.078] 0:04:08.648587 4049 [D loss: 0.503 R 0.434 F 0.571][D acc: 0.750 R 0.734 F 0.766][G loss: 1.496 acc: 0.062] 0:04:08.728662 4050 [D loss: 0.551 R 0.565 F 0.537][D acc: 0.734 R 0.719 F 0.750][G loss: 1.459 acc: 0.078] 0:04:08.818591 4051 [D loss: 0.527 R 0.544 F 0.511][D acc: 0.734 R 0.641 F 0.828][G loss: 1.332 acc: 0.172] 0:04:08.921132 4052 [D loss: 0.473 R 0.455 F 0.491][D acc: 0.773 R 0.719 F 0.828][G loss: 1.415 acc: 0.078] 0:04:09.007566 4053 [D loss: 0.589 R 0.460 F 0.719][D acc: 0.758 R 0.750 F 0.766][G loss: 1.502 acc: 0.016] 0:04:09.096136 4054 [D loss: 0.456 R 0.516 F 0.396][D acc: 0.781 R 0.688 F 0.875][G loss: 1.728 acc: 0.047] 0:04:09.193404 4055 [D loss: 0.500 R 0.559 F 0.441][D acc: 0.734 R 0.641 F 0.828][G loss: 1.495 acc: 0.078] 0:04:09.281363 4056 [D loss: 0.470 R 0.492 F 0.449][D acc: 0.750 R 0.625 F 0.875][G loss: 1.455 acc: 0.094] 0:04:09.354792 4057 [D loss: 0.497 R 0.480 F 0.513][D acc: 0.773 R 0.719 F 0.828][G loss: 1.587 acc: 0.109] 0:04:09.426948 4058 [D loss: 0.512 R 0.467 F 0.557][D acc: 0.758 R 0.719 F 0.797][G loss: 1.597 acc: 0.062] 0:04:09.498533 4059 [D loss: 0.533 R 0.559 F 0.508][D acc: 0.703 R 0.609 F 0.797][G loss: 1.587 acc: 0.094] 0:04:09.582157 4060 [D loss: 0.495 R 0.503 F 0.487][D acc: 0.703 R 0.656 F 0.750][G loss: 1.396 acc: 0.141] 0:04:09.654100 4061 [D loss: 0.564 R 0.606 F 0.521][D acc: 0.664 R 0.609 F 0.719][G loss: 1.294 acc: 0.141] 0:04:09.735459 4062 [D loss: 0.504 R 0.494 F 0.514][D acc: 0.727 R 0.672 F 0.781][G loss: 1.355 acc: 0.109] 0:04:09.808662 4063 [D loss: 0.546 R 0.460 F 0.633][D acc: 0.742 R 0.734 F 0.750][G loss: 1.556 acc: 0.125] 0:04:09.880706 4064 [D loss: 0.497 R 0.573 F 0.420][D acc: 0.734 R 0.609 F 0.859][G loss: 1.482 acc: 0.078] 0:04:09.964383 4065 [D loss: 0.526 R 0.613 F 0.440][D acc: 0.719 R 0.578 F 0.859][G loss: 1.424 acc: 0.125] 0:04:10.038001 4066 [D loss: 0.526 R 0.474 F 0.579][D acc: 0.727 R 0.734 F 0.719][G loss: 2.191 acc: 0.000] 0:04:10.112041 4067 [D loss: 0.660 R 0.780 F 0.541][D acc: 0.672 R 0.562 F 0.781][G loss: 1.401 acc: 0.109] 0:04:10.224725 4068 [D loss: 0.441 R 0.380 F 0.502][D acc: 0.805 R 0.797 F 0.812][G loss: 1.506 acc: 0.078] 0:04:10.308579 4069 [D loss: 0.519 R 0.571 F 0.466][D acc: 0.773 R 0.672 F 0.875][G loss: 1.431 acc: 0.094] 0:04:10.388802 4070 [D loss: 0.684 R 0.685 F 0.683][D acc: 0.648 R 0.578 F 0.719][G loss: 1.340 acc: 0.141] 0:04:10.470572 4071 [D loss: 0.536 R 0.516 F 0.555][D acc: 0.758 R 0.719 F 0.797][G loss: 1.448 acc: 0.062] 0:04:10.544158 4072 [D loss: 0.587 R 0.616 F 0.558][D acc: 0.711 R 0.594 F 0.828][G loss: 1.346 acc: 0.078] 0:04:10.618331 4073 [D loss: 0.493 R 0.518 F 0.468][D acc: 0.734 R 0.672 F 0.797][G loss: 1.365 acc: 0.094] 0:04:10.708268 4074 [D loss: 0.488 R 0.565 F 0.411][D acc: 0.758 R 0.641 F 0.875][G loss: 1.366 acc: 0.156] 0:04:10.783827 4075 [D loss: 0.538 R 0.527 F 0.550][D acc: 0.727 R 0.703 F 0.750][G loss: 1.335 acc: 0.078] 0:04:10.883434 4076 [D loss: 0.535 R 0.579 F 0.491][D acc: 0.711 R 0.625 F 0.797][G loss: 1.265 acc: 0.125] 0:04:10.976466 4077 [D loss: 0.608 R 0.580 F 0.636][D acc: 0.664 R 0.625 F 0.703][G loss: 1.453 acc: 0.047] 0:04:11.053977 4078 [D loss: 0.566 R 0.557 F 0.576][D acc: 0.711 R 0.656 F 0.766][G loss: 1.485 acc: 0.047] 0:04:11.132572 4079 [D loss: 0.599 R 0.717 F 0.481][D acc: 0.773 R 0.688 F 0.859][G loss: 1.502 acc: 0.062] 0:04:11.212883 4080 [D loss: 0.457 R 0.499 F 0.414][D acc: 0.781 R 0.719 F 0.844][G loss: 1.550 acc: 0.109] 0:04:11.286096 4081 [D loss: 0.561 R 0.544 F 0.578][D acc: 0.719 R 0.672 F 0.766][G loss: 1.269 acc: 0.172] 0:04:11.387722 4082 [D loss: 0.558 R 0.525 F 0.591][D acc: 0.727 R 0.719 F 0.734][G loss: 1.262 acc: 0.141] 0:04:11.481326 4083 [D loss: 0.533 R 0.463 F 0.602][D acc: 0.711 R 0.688 F 0.734][G loss: 1.454 acc: 0.094] 0:04:11.556982 4084 [D loss: 0.518 R 0.592 F 0.443][D acc: 0.719 R 0.594 F 0.844][G loss: 1.457 acc: 0.047] 0:04:11.636705 4085 [D loss: 0.557 R 0.642 F 0.473][D acc: 0.750 R 0.625 F 0.875][G loss: 1.410 acc: 0.078] 0:04:11.738069 4086 [D loss: 0.567 R 0.565 F 0.568][D acc: 0.703 R 0.641 F 0.766][G loss: 1.431 acc: 0.062] 0:04:11.820563 4087 [D loss: 0.551 R 0.618 F 0.484][D acc: 0.703 R 0.562 F 0.844][G loss: 1.333 acc: 0.125] 0:04:11.900317 4088 [D loss: 0.520 R 0.530 F 0.510][D acc: 0.719 R 0.578 F 0.859][G loss: 1.348 acc: 0.094] 0:04:11.988647 4089 [D loss: 0.478 R 0.514 F 0.442][D acc: 0.750 R 0.672 F 0.828][G loss: 1.328 acc: 0.172] 0:04:12.062406 4090 [D loss: 0.584 R 0.375 F 0.794][D acc: 0.750 R 0.781 F 0.719][G loss: 1.449 acc: 0.109] 0:04:12.138379 4091 [D loss: 0.507 R 0.453 F 0.561][D acc: 0.758 R 0.766 F 0.750][G loss: 1.546 acc: 0.031] 0:04:12.218555 4092 [D loss: 0.564 R 0.587 F 0.541][D acc: 0.688 R 0.578 F 0.797][G loss: 1.440 acc: 0.141] 0:04:12.299929 4093 [D loss: 0.531 R 0.519 F 0.543][D acc: 0.719 R 0.672 F 0.766][G loss: 1.397 acc: 0.078] 0:04:12.372171 4094 [D loss: 0.472 R 0.504 F 0.440][D acc: 0.758 R 0.672 F 0.844][G loss: 1.515 acc: 0.047] 0:04:12.469760 4095 [D loss: 0.461 R 0.519 F 0.403][D acc: 0.773 R 0.688 F 0.859][G loss: 1.486 acc: 0.141] 0:04:12.543722 4096 [D loss: 0.400 R 0.310 F 0.491][D acc: 0.852 R 0.859 F 0.844][G loss: 1.611 acc: 0.062] 0:04:12.618277 4097 [D loss: 0.467 R 0.517 F 0.416][D acc: 0.797 R 0.750 F 0.844][G loss: 1.570 acc: 0.047] 0:04:12.701794 4098 [D loss: 0.492 R 0.531 F 0.453][D acc: 0.742 R 0.641 F 0.844][G loss: 1.598 acc: 0.094] 0:04:12.774203 4099 [D loss: 0.575 R 0.628 F 0.522][D acc: 0.734 R 0.609 F 0.859][G loss: 1.526 acc: 0.078] 0:04:12.850403 4100 [D loss: 0.492 R 0.604 F 0.381][D acc: 0.789 R 0.625 F 0.953][G loss: 1.408 acc: 0.203] 0:04:12.945473 4101 [D loss: 0.445 R 0.469 F 0.421][D acc: 0.766 R 0.672 F 0.859][G loss: 1.388 acc: 0.109] 0:04:13.027831 4102 [D loss: 0.432 R 0.387 F 0.478][D acc: 0.820 R 0.781 F 0.859][G loss: 1.464 acc: 0.125] 0:04:13.108371 4103 [D loss: 0.485 R 0.405 F 0.564][D acc: 0.727 R 0.750 F 0.703][G loss: 1.669 acc: 0.047] 0:04:13.194709 4104 [D loss: 0.461 R 0.490 F 0.431][D acc: 0.766 R 0.688 F 0.844][G loss: 1.713 acc: 0.031] 0:04:13.272143 4105 [D loss: 0.500 R 0.421 F 0.579][D acc: 0.758 R 0.750 F 0.766][G loss: 1.563 acc: 0.031] 0:04:13.346305 4106 [D loss: 0.613 R 0.629 F 0.597][D acc: 0.688 R 0.609 F 0.766][G loss: 1.567 acc: 0.031] 0:04:13.435401 4107 [D loss: 0.546 R 0.590 F 0.502][D acc: 0.727 R 0.625 F 0.828][G loss: 1.468 acc: 0.109] 0:04:13.515533 4108 [D loss: 0.509 R 0.594 F 0.424][D acc: 0.750 R 0.578 F 0.922][G loss: 1.492 acc: 0.078] 0:04:13.587072 4109 [D loss: 0.617 R 0.565 F 0.668][D acc: 0.703 R 0.625 F 0.781][G loss: 1.425 acc: 0.125] 0:04:13.675252 4110 [D loss: 0.494 R 0.476 F 0.512][D acc: 0.766 R 0.703 F 0.828][G loss: 1.306 acc: 0.172] 0:04:13.750828 4111 [D loss: 0.503 R 0.572 F 0.434][D acc: 0.766 R 0.656 F 0.875][G loss: 1.548 acc: 0.062] 0:04:13.832122 4112 [D loss: 0.579 R 0.565 F 0.594][D acc: 0.734 R 0.641 F 0.828][G loss: 1.562 acc: 0.031] 0:04:13.923710 4113 [D loss: 0.494 R 0.530 F 0.459][D acc: 0.711 R 0.625 F 0.797][G loss: 1.450 acc: 0.125] 0:04:14.005961 4114 [D loss: 0.512 R 0.585 F 0.438][D acc: 0.742 R 0.609 F 0.875][G loss: 1.631 acc: 0.078] 0:04:14.082564 4115 [D loss: 0.509 R 0.477 F 0.541][D acc: 0.742 R 0.688 F 0.797][G loss: 1.582 acc: 0.094] 0:04:14.164610 4116 [D loss: 0.508 R 0.434 F 0.582][D acc: 0.773 R 0.750 F 0.797][G loss: 1.566 acc: 0.047] 0:04:14.243124 4117 [D loss: 0.547 R 0.625 F 0.469][D acc: 0.742 R 0.672 F 0.812][G loss: 1.672 acc: 0.047] 0:04:14.331364 4118 [D loss: 0.555 R 0.719 F 0.392][D acc: 0.703 R 0.547 F 0.859][G loss: 1.549 acc: 0.125] 0:04:14.422334 4119 [D loss: 0.493 R 0.462 F 0.524][D acc: 0.789 R 0.750 F 0.828][G loss: 1.486 acc: 0.078] 0:04:14.526993 4120 [D loss: 0.417 R 0.366 F 0.469][D acc: 0.781 R 0.797 F 0.766][G loss: 1.698 acc: 0.094] 0:04:14.613754 4121 [D loss: 0.485 R 0.580 F 0.390][D acc: 0.781 R 0.656 F 0.906][G loss: 1.457 acc: 0.109] 0:04:14.710745 4122 [D loss: 0.503 R 0.405 F 0.600][D acc: 0.773 R 0.766 F 0.781][G loss: 1.545 acc: 0.109] 0:04:14.787832 4123 [D loss: 0.556 R 0.567 F 0.545][D acc: 0.750 R 0.656 F 0.844][G loss: 1.515 acc: 0.062] 0:04:14.865185 4124 [D loss: 0.448 R 0.452 F 0.444][D acc: 0.766 R 0.688 F 0.844][G loss: 1.569 acc: 0.125] 0:04:14.954357 4125 [D loss: 0.588 R 0.512 F 0.663][D acc: 0.711 R 0.688 F 0.734][G loss: 1.597 acc: 0.094] 0:04:15.034056 4126 [D loss: 0.500 R 0.459 F 0.540][D acc: 0.734 R 0.703 F 0.766][G loss: 1.872 acc: 0.047] 0:04:15.106855 4127 [D loss: 0.486 R 0.571 F 0.400][D acc: 0.812 R 0.703 F 0.922][G loss: 1.827 acc: 0.047] 0:04:15.195490 4128 [D loss: 0.562 R 0.605 F 0.518][D acc: 0.695 R 0.672 F 0.719][G loss: 1.409 acc: 0.109] 0:04:15.292738 4129 [D loss: 0.420 R 0.441 F 0.400][D acc: 0.781 R 0.688 F 0.875][G loss: 1.669 acc: 0.062] 0:04:15.374169 4130 [D loss: 0.515 R 0.526 F 0.504][D acc: 0.766 R 0.734 F 0.797][G loss: 1.508 acc: 0.203] 0:04:15.461308 4131 [D loss: 0.470 R 0.498 F 0.442][D acc: 0.758 R 0.656 F 0.859][G loss: 1.756 acc: 0.062] 0:04:15.538548 4132 [D loss: 0.494 R 0.541 F 0.448][D acc: 0.758 R 0.672 F 0.844][G loss: 1.633 acc: 0.078] 0:04:15.617724 4133 [D loss: 0.554 R 0.619 F 0.489][D acc: 0.750 R 0.625 F 0.875][G loss: 1.509 acc: 0.047] 0:04:15.712068 4134 [D loss: 0.572 R 0.649 F 0.496][D acc: 0.750 R 0.672 F 0.828][G loss: 1.501 acc: 0.062] 0:04:15.785970 4135 [D loss: 0.500 R 0.536 F 0.463][D acc: 0.750 R 0.641 F 0.859][G loss: 1.469 acc: 0.125] 0:04:15.867647 4136 [D loss: 0.475 R 0.506 F 0.444][D acc: 0.766 R 0.688 F 0.844][G loss: 1.513 acc: 0.062] 0:04:15.954010 4137 [D loss: 0.536 R 0.487 F 0.584][D acc: 0.711 R 0.688 F 0.734][G loss: 1.511 acc: 0.109] 0:04:16.053196 4138 [D loss: 0.496 R 0.564 F 0.428][D acc: 0.750 R 0.641 F 0.859][G loss: 1.711 acc: 0.062] 0:04:16.132552 4139 [D loss: 0.562 R 0.599 F 0.526][D acc: 0.742 R 0.641 F 0.844][G loss: 1.497 acc: 0.094] 0:04:16.211397 4140 [D loss: 0.755 R 0.686 F 0.824][D acc: 0.633 R 0.594 F 0.672][G loss: 1.573 acc: 0.109] 0:04:16.283844 4141 [D loss: 0.558 R 0.673 F 0.444][D acc: 0.742 R 0.594 F 0.891][G loss: 1.485 acc: 0.156] 0:04:16.357024 4142 [D loss: 0.547 R 0.569 F 0.525][D acc: 0.680 R 0.578 F 0.781][G loss: 1.392 acc: 0.109] 0:04:16.438012 4143 [D loss: 0.611 R 0.436 F 0.786][D acc: 0.664 R 0.703 F 0.625][G loss: 1.580 acc: 0.047] 0:04:16.515205 4144 [D loss: 0.571 R 0.614 F 0.528][D acc: 0.688 R 0.562 F 0.812][G loss: 1.424 acc: 0.047] 0:04:16.587532 4145 [D loss: 0.570 R 0.623 F 0.518][D acc: 0.703 R 0.578 F 0.828][G loss: 1.322 acc: 0.141] 0:04:16.689219 4146 [D loss: 0.463 R 0.564 F 0.361][D acc: 0.797 R 0.656 F 0.938][G loss: 1.505 acc: 0.062] 0:04:16.771180 4147 [D loss: 0.521 R 0.523 F 0.518][D acc: 0.766 R 0.750 F 0.781][G loss: 1.395 acc: 0.109] 0:04:16.869451 4148 [D loss: 0.473 R 0.470 F 0.477][D acc: 0.773 R 0.703 F 0.844][G loss: 1.480 acc: 0.141] 0:04:16.952077 4149 [D loss: 0.615 R 0.549 F 0.680][D acc: 0.727 R 0.641 F 0.812][G loss: 1.565 acc: 0.031] 0:04:17.030307 4150 [D loss: 0.450 R 0.476 F 0.423][D acc: 0.781 R 0.703 F 0.859][G loss: 1.550 acc: 0.031] 0:04:17.104488 4151 [D loss: 0.511 R 0.487 F 0.534][D acc: 0.773 R 0.781 F 0.766][G loss: 1.664 acc: 0.047] 0:04:17.184354 4152 [D loss: 0.502 R 0.522 F 0.481][D acc: 0.750 R 0.672 F 0.828][G loss: 1.465 acc: 0.109] 0:04:17.258149 4153 [D loss: 0.497 R 0.459 F 0.536][D acc: 0.734 R 0.734 F 0.734][G loss: 1.544 acc: 0.188] 0:04:17.333224 4154 [D loss: 0.470 R 0.454 F 0.485][D acc: 0.773 R 0.734 F 0.812][G loss: 1.487 acc: 0.109] 0:04:17.420823 4155 [D loss: 0.482 R 0.538 F 0.427][D acc: 0.734 R 0.656 F 0.812][G loss: 1.199 acc: 0.234] 0:04:17.505520 4156 [D loss: 0.517 R 0.371 F 0.663][D acc: 0.758 R 0.812 F 0.703][G loss: 1.639 acc: 0.047] 0:04:17.581480 4157 [D loss: 0.557 R 0.649 F 0.466][D acc: 0.719 R 0.625 F 0.812][G loss: 1.558 acc: 0.062] 0:04:17.667161 4158 [D loss: 0.520 R 0.631 F 0.408][D acc: 0.781 R 0.672 F 0.891][G loss: 1.440 acc: 0.141] 0:04:17.753548 4159 [D loss: 0.536 R 0.578 F 0.494][D acc: 0.727 R 0.609 F 0.844][G loss: 1.405 acc: 0.109] 0:04:17.826021 4160 [D loss: 0.490 R 0.520 F 0.460][D acc: 0.789 R 0.734 F 0.844][G loss: 1.277 acc: 0.156] 0:04:17.905044 4161 [D loss: 0.516 R 0.413 F 0.619][D acc: 0.781 R 0.797 F 0.766][G loss: 1.596 acc: 0.094] 0:04:17.981932 4162 [D loss: 0.512 R 0.510 F 0.515][D acc: 0.742 R 0.688 F 0.797][G loss: 1.545 acc: 0.062] 0:04:18.059305 4163 [D loss: 0.473 R 0.511 F 0.435][D acc: 0.781 R 0.703 F 0.859][G loss: 1.619 acc: 0.109] 0:04:18.144605 4164 [D loss: 0.514 R 0.587 F 0.442][D acc: 0.742 R 0.609 F 0.875][G loss: 1.793 acc: 0.062] 0:04:18.237450 4165 [D loss: 0.579 R 0.548 F 0.610][D acc: 0.711 R 0.703 F 0.719][G loss: 1.510 acc: 0.125] 0:04:18.310740 4166 [D loss: 0.505 R 0.547 F 0.463][D acc: 0.734 R 0.656 F 0.812][G loss: 1.605 acc: 0.062] 0:04:18.394073 4167 [D loss: 0.471 R 0.505 F 0.437][D acc: 0.766 R 0.688 F 0.844][G loss: 1.512 acc: 0.062] 0:04:18.474108 4168 [D loss: 0.500 R 0.448 F 0.551][D acc: 0.773 R 0.766 F 0.781][G loss: 1.603 acc: 0.109] 0:04:18.551035 4169 [D loss: 0.524 R 0.557 F 0.490][D acc: 0.727 R 0.641 F 0.812][G loss: 1.465 acc: 0.062] 0:04:18.633501 4170 [D loss: 0.437 R 0.494 F 0.380][D acc: 0.781 R 0.688 F 0.875][G loss: 1.576 acc: 0.125] 0:04:18.711980 4171 [D loss: 0.523 R 0.581 F 0.465][D acc: 0.773 R 0.656 F 0.891][G loss: 1.393 acc: 0.125] 0:04:18.786463 4172 [D loss: 0.552 R 0.603 F 0.501][D acc: 0.711 R 0.625 F 0.797][G loss: 1.512 acc: 0.109] 0:04:18.875722 4173 [D loss: 0.524 R 0.587 F 0.461][D acc: 0.734 R 0.641 F 0.828][G loss: 1.414 acc: 0.125] 0:04:18.952255 4174 [D loss: 0.404 R 0.373 F 0.434][D acc: 0.820 R 0.766 F 0.875][G loss: 1.603 acc: 0.109] 0:04:19.036104 4175 [D loss: 0.562 R 0.445 F 0.680][D acc: 0.703 R 0.703 F 0.703][G loss: 1.496 acc: 0.125] 0:04:19.123921 4176 [D loss: 0.539 R 0.587 F 0.491][D acc: 0.719 R 0.562 F 0.875][G loss: 1.517 acc: 0.047] 0:04:19.204616 4177 [D loss: 0.484 R 0.453 F 0.515][D acc: 0.812 R 0.766 F 0.859][G loss: 1.455 acc: 0.109] 0:04:19.284298 4178 [D loss: 0.553 R 0.696 F 0.411][D acc: 0.727 R 0.578 F 0.875][G loss: 1.489 acc: 0.094] 0:04:19.373146 4179 [D loss: 0.483 R 0.525 F 0.442][D acc: 0.758 R 0.656 F 0.859][G loss: 1.504 acc: 0.078] 0:04:19.450966 4180 [D loss: 0.526 R 0.558 F 0.494][D acc: 0.742 R 0.688 F 0.797][G loss: 1.435 acc: 0.109] 0:04:19.525888 4181 [D loss: 0.471 R 0.494 F 0.448][D acc: 0.758 R 0.719 F 0.797][G loss: 1.518 acc: 0.109] 0:04:19.621181 4182 [D loss: 0.570 R 0.630 F 0.510][D acc: 0.672 R 0.594 F 0.750][G loss: 1.404 acc: 0.141] 0:04:19.699892 4183 [D loss: 0.550 R 0.610 F 0.491][D acc: 0.727 R 0.641 F 0.812][G loss: 1.145 acc: 0.219] 0:04:19.776934 4184 [D loss: 0.527 R 0.500 F 0.554][D acc: 0.773 R 0.719 F 0.828][G loss: 1.501 acc: 0.188] 0:04:19.863416 4185 [D loss: 0.546 R 0.585 F 0.506][D acc: 0.711 R 0.625 F 0.797][G loss: 1.516 acc: 0.094] 0:04:19.939701 4186 [D loss: 0.475 R 0.461 F 0.489][D acc: 0.742 R 0.688 F 0.797][G loss: 1.516 acc: 0.031] 0:04:20.012803 4187 [D loss: 0.551 R 0.584 F 0.519][D acc: 0.766 R 0.672 F 0.859][G loss: 1.501 acc: 0.125] 0:04:20.099309 4188 [D loss: 0.484 R 0.557 F 0.411][D acc: 0.773 R 0.656 F 0.891][G loss: 1.654 acc: 0.062] 0:04:20.173732 4189 [D loss: 0.505 R 0.468 F 0.543][D acc: 0.742 R 0.719 F 0.766][G loss: 1.495 acc: 0.125] 0:04:20.251726 4190 [D loss: 0.536 R 0.480 F 0.591][D acc: 0.773 R 0.734 F 0.812][G loss: 1.565 acc: 0.062] 0:04:20.333052 4191 [D loss: 0.615 R 0.743 F 0.488][D acc: 0.641 R 0.484 F 0.797][G loss: 1.531 acc: 0.078] 0:04:20.408674 4192 [D loss: 0.541 R 0.527 F 0.555][D acc: 0.742 R 0.672 F 0.812][G loss: 1.627 acc: 0.047] 0:04:20.480683 4193 [D loss: 0.654 R 0.520 F 0.788][D acc: 0.664 R 0.656 F 0.672][G loss: 1.596 acc: 0.047] 0:04:20.567973 4194 [D loss: 0.570 R 0.684 F 0.455][D acc: 0.711 R 0.531 F 0.891][G loss: 1.423 acc: 0.047] 0:04:20.641941 4195 [D loss: 0.555 R 0.599 F 0.511][D acc: 0.781 R 0.703 F 0.859][G loss: 1.237 acc: 0.188] 0:04:20.721106 4196 [D loss: 0.540 R 0.560 F 0.520][D acc: 0.766 R 0.719 F 0.812][G loss: 1.550 acc: 0.094] 0:04:20.820503 4197 [D loss: 0.548 R 0.543 F 0.553][D acc: 0.727 R 0.656 F 0.797][G loss: 1.508 acc: 0.031] 0:04:20.907150 4198 [D loss: 0.595 R 0.643 F 0.548][D acc: 0.711 R 0.594 F 0.828][G loss: 1.411 acc: 0.016] 0:04:21.002768 4199 [D loss: 0.492 R 0.554 F 0.430][D acc: 0.727 R 0.625 F 0.828][G loss: 1.387 acc: 0.094] 0:04:21.096185 4200 [D loss: 0.476 R 0.454 F 0.498][D acc: 0.758 R 0.688 F 0.828][G loss: 1.572 acc: 0.062] 0:04:21.175276 4201 [D loss: 0.455 R 0.484 F 0.427][D acc: 0.773 R 0.719 F 0.828][G loss: 1.442 acc: 0.109] 0:04:21.247608 4202 [D loss: 0.507 R 0.457 F 0.558][D acc: 0.750 R 0.703 F 0.797][G loss: 1.515 acc: 0.109] 0:04:21.332160 4203 [D loss: 0.530 R 0.537 F 0.523][D acc: 0.781 R 0.719 F 0.844][G loss: 1.434 acc: 0.109] 0:04:21.406277 4204 [D loss: 0.494 R 0.469 F 0.519][D acc: 0.766 R 0.703 F 0.828][G loss: 1.405 acc: 0.094] 0:04:21.480132 4205 [D loss: 0.609 R 0.686 F 0.532][D acc: 0.703 R 0.562 F 0.844][G loss: 1.624 acc: 0.078] 0:04:21.565553 4206 [D loss: 0.588 R 0.591 F 0.585][D acc: 0.703 R 0.578 F 0.828][G loss: 1.596 acc: 0.047] 0:04:21.642616 4207 [D loss: 0.598 R 0.735 F 0.461][D acc: 0.719 R 0.562 F 0.875][G loss: 1.366 acc: 0.188] 0:04:21.725917 4208 [D loss: 0.529 R 0.522 F 0.536][D acc: 0.727 R 0.656 F 0.797][G loss: 1.326 acc: 0.125] 0:04:21.805430 4209 [D loss: 0.432 R 0.429 F 0.434][D acc: 0.836 R 0.766 F 0.906][G loss: 1.562 acc: 0.062] 0:04:21.883424 4210 [D loss: 0.590 R 0.569 F 0.612][D acc: 0.711 R 0.594 F 0.828][G loss: 1.446 acc: 0.047] 0:04:21.957336 4211 [D loss: 0.564 R 0.646 F 0.482][D acc: 0.695 R 0.578 F 0.812][G loss: 1.309 acc: 0.047] 0:04:22.037173 4212 [D loss: 0.493 R 0.513 F 0.473][D acc: 0.758 R 0.672 F 0.844][G loss: 1.395 acc: 0.062] 0:04:22.117674 4213 [D loss: 0.497 R 0.508 F 0.486][D acc: 0.750 R 0.672 F 0.828][G loss: 1.415 acc: 0.047] 0:04:22.194829 4214 [D loss: 0.519 R 0.474 F 0.564][D acc: 0.773 R 0.688 F 0.859][G loss: 1.546 acc: 0.016] 0:04:22.277089 4215 [D loss: 0.465 R 0.486 F 0.443][D acc: 0.836 R 0.734 F 0.938][G loss: 1.553 acc: 0.078] 0:04:22.357795 4216 [D loss: 0.455 R 0.505 F 0.405][D acc: 0.797 R 0.703 F 0.891][G loss: 1.558 acc: 0.078] 0:04:22.430668 4217 [D loss: 0.505 R 0.503 F 0.507][D acc: 0.719 R 0.656 F 0.781][G loss: 1.484 acc: 0.094] 0:04:22.510679 4218 [D loss: 0.617 R 0.516 F 0.717][D acc: 0.680 R 0.703 F 0.656][G loss: 1.372 acc: 0.141] 0:04:22.585337 4219 [D loss: 0.581 R 0.580 F 0.582][D acc: 0.727 R 0.656 F 0.797][G loss: 1.376 acc: 0.094] 0:04:22.661276 4220 [D loss: 0.510 R 0.494 F 0.527][D acc: 0.719 R 0.688 F 0.750][G loss: 1.403 acc: 0.109] 0:04:22.747099 4221 [D loss: 0.447 R 0.531 F 0.364][D acc: 0.797 R 0.703 F 0.891][G loss: 1.491 acc: 0.125] 0:04:22.821515 4222 [D loss: 0.516 R 0.469 F 0.564][D acc: 0.742 R 0.734 F 0.750][G loss: 1.583 acc: 0.094] 0:04:22.898835 4223 [D loss: 0.511 R 0.620 F 0.401][D acc: 0.711 R 0.562 F 0.859][G loss: 1.522 acc: 0.078] 0:04:22.978017 4224 [D loss: 0.547 R 0.483 F 0.611][D acc: 0.719 R 0.656 F 0.781][G loss: 1.702 acc: 0.125] 0:04:23.058302 4225 [D loss: 0.498 R 0.584 F 0.411][D acc: 0.758 R 0.672 F 0.844][G loss: 1.559 acc: 0.047] 0:04:23.142255 4226 [D loss: 0.500 R 0.579 F 0.421][D acc: 0.742 R 0.625 F 0.859][G loss: 1.600 acc: 0.062] 0:04:23.223696 4227 [D loss: 0.532 R 0.542 F 0.522][D acc: 0.742 R 0.688 F 0.797][G loss: 1.612 acc: 0.031] 0:04:23.301176 4228 [D loss: 0.577 R 0.577 F 0.577][D acc: 0.719 R 0.641 F 0.797][G loss: 1.445 acc: 0.172] 0:04:23.385666 4229 [D loss: 0.524 R 0.522 F 0.526][D acc: 0.758 R 0.672 F 0.844][G loss: 1.403 acc: 0.047] 0:04:23.473854 4230 [D loss: 0.533 R 0.421 F 0.645][D acc: 0.766 R 0.734 F 0.797][G loss: 1.546 acc: 0.125] 0:04:23.552499 4231 [D loss: 0.580 R 0.675 F 0.484][D acc: 0.703 R 0.578 F 0.828][G loss: 1.629 acc: 0.047] 0:04:23.637638 4232 [D loss: 0.529 R 0.457 F 0.601][D acc: 0.727 R 0.734 F 0.719][G loss: 1.638 acc: 0.078] 0:04:23.720766 4233 [D loss: 0.523 R 0.610 F 0.435][D acc: 0.781 R 0.688 F 0.875][G loss: 1.459 acc: 0.156] 0:04:23.798202 4234 [D loss: 0.480 R 0.480 F 0.480][D acc: 0.773 R 0.703 F 0.844][G loss: 1.467 acc: 0.109] 0:04:23.872863 4235 [D loss: 0.481 R 0.478 F 0.483][D acc: 0.766 R 0.734 F 0.797][G loss: 1.536 acc: 0.094] 0:04:23.951827 4236 [D loss: 0.484 R 0.449 F 0.519][D acc: 0.781 R 0.750 F 0.812][G loss: 1.631 acc: 0.109] 0:04:24.025316 4237 [D loss: 0.488 R 0.557 F 0.419][D acc: 0.727 R 0.609 F 0.844][G loss: 1.416 acc: 0.109] 0:04:24.107914 4238 [D loss: 0.579 R 0.539 F 0.619][D acc: 0.734 R 0.703 F 0.766][G loss: 1.680 acc: 0.078] 0:04:24.191541 4239 [D loss: 0.455 R 0.560 F 0.350][D acc: 0.797 R 0.703 F 0.891][G loss: 1.433 acc: 0.094] 0:04:24.267068 4240 [D loss: 0.525 R 0.544 F 0.506][D acc: 0.750 R 0.719 F 0.781][G loss: 1.585 acc: 0.125] 0:04:24.353879 4241 [D loss: 0.585 R 0.581 F 0.589][D acc: 0.688 R 0.562 F 0.812][G loss: 1.520 acc: 0.078] 0:04:24.431707 4242 [D loss: 0.549 R 0.527 F 0.572][D acc: 0.742 R 0.688 F 0.797][G loss: 1.717 acc: 0.016] 0:04:24.518411 4243 [D loss: 0.500 R 0.622 F 0.377][D acc: 0.758 R 0.625 F 0.891][G loss: 1.518 acc: 0.047] 0:04:24.597287 4244 [D loss: 0.453 R 0.404 F 0.502][D acc: 0.773 R 0.781 F 0.766][G loss: 1.683 acc: 0.156] 0:04:24.684255 4245 [D loss: 0.564 R 0.599 F 0.530][D acc: 0.719 R 0.656 F 0.781][G loss: 1.674 acc: 0.016] 0:04:24.764310 4246 [D loss: 0.522 R 0.485 F 0.558][D acc: 0.750 R 0.688 F 0.812][G loss: 1.600 acc: 0.094] 0:04:24.845047 4247 [D loss: 0.575 R 0.624 F 0.525][D acc: 0.664 R 0.562 F 0.766][G loss: 1.486 acc: 0.062] 0:04:24.938070 4248 [D loss: 0.525 R 0.545 F 0.506][D acc: 0.711 R 0.594 F 0.828][G loss: 1.539 acc: 0.094] 0:04:25.013890 4249 [D loss: 0.531 R 0.504 F 0.559][D acc: 0.750 R 0.703 F 0.797][G loss: 1.542 acc: 0.125] 0:04:25.088873 4250 [D loss: 0.538 R 0.595 F 0.481][D acc: 0.711 R 0.578 F 0.844][G loss: 1.507 acc: 0.109] 0:04:25.190849 4251 [D loss: 0.523 R 0.603 F 0.444][D acc: 0.766 R 0.641 F 0.891][G loss: 1.391 acc: 0.109] 0:04:25.285033 4252 [D loss: 0.462 R 0.458 F 0.466][D acc: 0.773 R 0.734 F 0.812][G loss: 1.505 acc: 0.109] 0:04:25.360069 4253 [D loss: 0.550 R 0.426 F 0.674][D acc: 0.734 R 0.734 F 0.734][G loss: 1.659 acc: 0.062] 0:04:25.440052 4254 [D loss: 0.604 R 0.625 F 0.584][D acc: 0.742 R 0.656 F 0.828][G loss: 1.537 acc: 0.031] 0:04:25.544545 4255 [D loss: 0.581 R 0.660 F 0.502][D acc: 0.703 R 0.578 F 0.828][G loss: 1.560 acc: 0.078] 0:04:25.620193 4256 [D loss: 0.479 R 0.521 F 0.437][D acc: 0.758 R 0.703 F 0.812][G loss: 1.392 acc: 0.109] 0:04:25.702054 4257 [D loss: 0.661 R 0.592 F 0.730][D acc: 0.656 R 0.625 F 0.688][G loss: 1.496 acc: 0.016] 0:04:25.774743 4258 [D loss: 0.463 R 0.440 F 0.485][D acc: 0.781 R 0.719 F 0.844][G loss: 1.462 acc: 0.047] 0:04:25.845776 4259 [D loss: 0.533 R 0.582 F 0.484][D acc: 0.719 R 0.641 F 0.797][G loss: 1.560 acc: 0.047] 0:04:25.930514 4260 [D loss: 0.444 R 0.464 F 0.424][D acc: 0.805 R 0.766 F 0.844][G loss: 1.514 acc: 0.156] 0:04:26.014984 4261 [D loss: 0.522 R 0.538 F 0.506][D acc: 0.719 R 0.688 F 0.750][G loss: 1.427 acc: 0.078] 0:04:26.110676 4262 [D loss: 0.490 R 0.537 F 0.442][D acc: 0.766 R 0.688 F 0.844][G loss: 1.610 acc: 0.078] 0:04:26.200796 4263 [D loss: 0.495 R 0.470 F 0.520][D acc: 0.711 R 0.688 F 0.734][G loss: 1.630 acc: 0.047] 0:04:26.278404 4264 [D loss: 0.593 R 0.776 F 0.410][D acc: 0.625 R 0.359 F 0.891][G loss: 1.692 acc: 0.031] 0:04:26.352247 4265 [D loss: 0.588 R 0.418 F 0.758][D acc: 0.719 R 0.781 F 0.656][G loss: 1.529 acc: 0.047] 0:04:26.444485 4266 [D loss: 0.536 R 0.604 F 0.468][D acc: 0.727 R 0.641 F 0.812][G loss: 1.504 acc: 0.141] 0:04:26.524898 4267 [D loss: 0.535 R 0.537 F 0.534][D acc: 0.719 R 0.703 F 0.734][G loss: 1.404 acc: 0.125] 0:04:26.619425 4268 [D loss: 0.497 R 0.489 F 0.506][D acc: 0.734 R 0.688 F 0.781][G loss: 1.392 acc: 0.078] 0:04:26.708674 4269 [D loss: 0.627 R 0.636 F 0.617][D acc: 0.648 R 0.562 F 0.734][G loss: 1.516 acc: 0.172] 0:04:26.797564 4270 [D loss: 0.544 R 0.532 F 0.555][D acc: 0.734 R 0.688 F 0.781][G loss: 1.495 acc: 0.109] 0:04:26.869561 4271 [D loss: 0.496 R 0.587 F 0.406][D acc: 0.773 R 0.688 F 0.859][G loss: 1.457 acc: 0.125] 0:04:26.949625 4272 [D loss: 0.477 R 0.387 F 0.566][D acc: 0.750 R 0.750 F 0.750][G loss: 1.454 acc: 0.109] 0:04:27.044482 4273 [D loss: 0.555 R 0.616 F 0.494][D acc: 0.688 R 0.625 F 0.750][G loss: 1.336 acc: 0.078] 0:04:27.139867 4274 [D loss: 0.541 R 0.534 F 0.548][D acc: 0.727 R 0.672 F 0.781][G loss: 1.513 acc: 0.109] 0:04:27.223138 4275 [D loss: 0.491 R 0.551 F 0.430][D acc: 0.805 R 0.719 F 0.891][G loss: 1.488 acc: 0.094] 0:04:27.296072 4276 [D loss: 0.517 R 0.480 F 0.554][D acc: 0.742 R 0.719 F 0.766][G loss: 1.493 acc: 0.094] 0:04:27.373363 4277 [D loss: 0.540 R 0.602 F 0.478][D acc: 0.703 R 0.594 F 0.812][G loss: 1.595 acc: 0.062] 0:04:27.475663 4278 [D loss: 0.553 R 0.643 F 0.463][D acc: 0.711 R 0.562 F 0.859][G loss: 1.421 acc: 0.125] 0:04:27.555329 4279 [D loss: 0.513 R 0.481 F 0.544][D acc: 0.719 R 0.734 F 0.703][G loss: 1.502 acc: 0.047] 0:04:27.627715 4280 [D loss: 0.544 R 0.676 F 0.411][D acc: 0.742 R 0.578 F 0.906][G loss: 1.641 acc: 0.047] 0:04:27.717590 4281 [D loss: 0.418 R 0.420 F 0.417][D acc: 0.789 R 0.734 F 0.844][G loss: 1.384 acc: 0.125] 0:04:27.796573 4282 [D loss: 0.661 R 0.446 F 0.875][D acc: 0.695 R 0.719 F 0.672][G loss: 1.588 acc: 0.109] 0:04:27.871107 4283 [D loss: 0.443 R 0.555 F 0.331][D acc: 0.836 R 0.688 F 0.984][G loss: 1.432 acc: 0.109] 0:04:27.951555 4284 [D loss: 0.533 R 0.556 F 0.510][D acc: 0.719 R 0.656 F 0.781][G loss: 1.691 acc: 0.109] 0:04:28.028365 4285 [D loss: 0.508 R 0.486 F 0.530][D acc: 0.773 R 0.719 F 0.828][G loss: 1.501 acc: 0.047] 0:04:28.110021 4286 [D loss: 0.487 R 0.484 F 0.490][D acc: 0.734 R 0.734 F 0.734][G loss: 1.483 acc: 0.109] 0:04:28.208780 4287 [D loss: 0.497 R 0.535 F 0.459][D acc: 0.766 R 0.688 F 0.844][G loss: 1.519 acc: 0.078] 0:04:28.305265 4288 [D loss: 0.457 R 0.493 F 0.422][D acc: 0.773 R 0.750 F 0.797][G loss: 1.346 acc: 0.156] 0:04:28.383315 4289 [D loss: 0.618 R 0.568 F 0.668][D acc: 0.734 R 0.672 F 0.797][G loss: 1.395 acc: 0.172] 0:04:28.468674 4290 [D loss: 0.671 R 0.613 F 0.728][D acc: 0.703 R 0.672 F 0.734][G loss: 1.611 acc: 0.047] 0:04:28.541751 4291 [D loss: 0.635 R 0.721 F 0.549][D acc: 0.688 R 0.531 F 0.844][G loss: 1.435 acc: 0.094] 0:04:28.612136 4292 [D loss: 0.582 R 0.566 F 0.598][D acc: 0.727 R 0.719 F 0.734][G loss: 1.644 acc: 0.047] 0:04:28.689418 4293 [D loss: 0.526 R 0.635 F 0.417][D acc: 0.688 R 0.531 F 0.844][G loss: 1.524 acc: 0.047] 0:04:28.767804 4294 [D loss: 0.524 R 0.605 F 0.444][D acc: 0.742 R 0.656 F 0.828][G loss: 1.417 acc: 0.078] 0:04:28.840100 4295 [D loss: 0.549 R 0.552 F 0.545][D acc: 0.727 R 0.672 F 0.781][G loss: 1.422 acc: 0.062] 0:04:28.925647 4296 [D loss: 0.557 R 0.424 F 0.690][D acc: 0.781 R 0.766 F 0.797][G loss: 1.502 acc: 0.094] 0:04:29.004832 4297 [D loss: 0.439 R 0.492 F 0.386][D acc: 0.781 R 0.656 F 0.906][G loss: 1.512 acc: 0.031] 0:04:29.081636 4298 [D loss: 0.493 R 0.452 F 0.534][D acc: 0.719 R 0.719 F 0.719][G loss: 1.501 acc: 0.078] 0:04:29.160913 4299 [D loss: 0.529 R 0.471 F 0.587][D acc: 0.734 R 0.719 F 0.750][G loss: 1.466 acc: 0.078] 0:04:29.262431 4300 [D loss: 0.518 R 0.639 F 0.398][D acc: 0.727 R 0.609 F 0.844][G loss: 1.687 acc: 0.016] 0:04:29.335643 4301 [D loss: 0.540 R 0.457 F 0.623][D acc: 0.719 R 0.688 F 0.750][G loss: 1.492 acc: 0.094] 0:04:29.414507 4302 [D loss: 0.511 R 0.526 F 0.495][D acc: 0.773 R 0.703 F 0.844][G loss: 1.565 acc: 0.078] 0:04:29.496574 4303 [D loss: 0.496 R 0.535 F 0.457][D acc: 0.727 R 0.656 F 0.797][G loss: 1.518 acc: 0.094] 0:04:29.569016 4304 [D loss: 0.587 R 0.685 F 0.490][D acc: 0.719 R 0.562 F 0.875][G loss: 1.528 acc: 0.047] 0:04:29.656667 4305 [D loss: 0.491 R 0.533 F 0.449][D acc: 0.734 R 0.641 F 0.828][G loss: 1.458 acc: 0.078] 0:04:29.731402 4306 [D loss: 0.586 R 0.479 F 0.692][D acc: 0.758 R 0.703 F 0.812][G loss: 1.633 acc: 0.109] 0:04:29.804347 4307 [D loss: 0.515 R 0.599 F 0.432][D acc: 0.750 R 0.641 F 0.859][G loss: 1.562 acc: 0.047] 0:04:29.883896 4308 [D loss: 0.484 R 0.530 F 0.438][D acc: 0.750 R 0.703 F 0.797][G loss: 1.466 acc: 0.062] 0:04:29.975658 4309 [D loss: 0.495 R 0.517 F 0.473][D acc: 0.766 R 0.703 F 0.828][G loss: 1.553 acc: 0.094] 0:04:30.048855 4310 [D loss: 0.440 R 0.417 F 0.463][D acc: 0.812 R 0.734 F 0.891][G loss: 1.769 acc: 0.078] 0:04:30.144212 4311 [D loss: 0.577 R 0.461 F 0.693][D acc: 0.750 R 0.766 F 0.734][G loss: 1.708 acc: 0.016] 0:04:30.224883 4312 [D loss: 0.506 R 0.607 F 0.405][D acc: 0.734 R 0.609 F 0.859][G loss: 1.573 acc: 0.094] 0:04:30.305374 4313 [D loss: 0.428 R 0.413 F 0.443][D acc: 0.820 R 0.781 F 0.859][G loss: 1.960 acc: 0.031] 0:04:30.393572 4314 [D loss: 0.601 R 0.618 F 0.585][D acc: 0.703 R 0.641 F 0.766][G loss: 1.701 acc: 0.016] 0:04:30.468419 4315 [D loss: 0.537 R 0.555 F 0.520][D acc: 0.719 R 0.625 F 0.812][G loss: 1.715 acc: 0.062] 0:04:30.542461 4316 [D loss: 0.395 R 0.424 F 0.365][D acc: 0.852 R 0.797 F 0.906][G loss: 1.717 acc: 0.016] 0:04:30.624340 4317 [D loss: 0.435 R 0.426 F 0.445][D acc: 0.812 R 0.766 F 0.859][G loss: 1.452 acc: 0.109] 0:04:30.703123 4318 [D loss: 0.425 R 0.468 F 0.383][D acc: 0.820 R 0.719 F 0.922][G loss: 1.946 acc: 0.078] 0:04:30.779326 4319 [D loss: 0.607 R 0.523 F 0.691][D acc: 0.727 R 0.672 F 0.781][G loss: 1.591 acc: 0.078] 0:04:30.865040 4320 [D loss: 0.460 R 0.597 F 0.322][D acc: 0.820 R 0.703 F 0.938][G loss: 1.683 acc: 0.031] 0:04:30.938605 4321 [D loss: 0.520 R 0.491 F 0.550][D acc: 0.719 R 0.672 F 0.766][G loss: 1.598 acc: 0.062] 0:04:31.027015 4322 [D loss: 0.471 R 0.497 F 0.444][D acc: 0.805 R 0.703 F 0.906][G loss: 1.547 acc: 0.062] 0:04:31.367924 4323 [D loss: 0.561 R 0.547 F 0.575][D acc: 0.758 R 0.688 F 0.828][G loss: 1.560 acc: 0.125] 0:04:31.443066 4324 [D loss: 0.499 R 0.565 F 0.433][D acc: 0.750 R 0.641 F 0.859][G loss: 1.551 acc: 0.062] 0:04:31.514555 4325 [D loss: 0.554 R 0.492 F 0.617][D acc: 0.719 R 0.719 F 0.719][G loss: 1.556 acc: 0.094] 0:04:31.592791 4326 [D loss: 0.486 R 0.565 F 0.407][D acc: 0.750 R 0.641 F 0.859][G loss: 1.545 acc: 0.109] 0:04:31.665623 4327 [D loss: 0.452 R 0.349 F 0.556][D acc: 0.820 R 0.812 F 0.828][G loss: 1.543 acc: 0.094] 0:04:31.749150 4328 [D loss: 0.628 R 0.565 F 0.691][D acc: 0.750 R 0.672 F 0.828][G loss: 1.767 acc: 0.031] 0:04:31.832363 4329 [D loss: 0.549 R 0.629 F 0.468][D acc: 0.742 R 0.609 F 0.875][G loss: 1.553 acc: 0.109] 0:04:31.909847 4330 [D loss: 0.459 R 0.495 F 0.424][D acc: 0.789 R 0.672 F 0.906][G loss: 1.664 acc: 0.172] 0:04:31.988412 4331 [D loss: 0.482 R 0.553 F 0.410][D acc: 0.734 R 0.625 F 0.844][G loss: 1.530 acc: 0.172] 0:04:32.071441 4332 [D loss: 0.465 R 0.419 F 0.512][D acc: 0.766 R 0.750 F 0.781][G loss: 1.695 acc: 0.016] 0:04:32.146071 4333 [D loss: 0.462 R 0.440 F 0.484][D acc: 0.758 R 0.719 F 0.797][G loss: 1.640 acc: 0.078] 0:04:32.227411 4334 [D loss: 0.506 R 0.499 F 0.512][D acc: 0.766 R 0.750 F 0.781][G loss: 1.672 acc: 0.078] 0:04:32.309476 4335 [D loss: 0.543 R 0.640 F 0.445][D acc: 0.727 R 0.641 F 0.812][G loss: 1.741 acc: 0.062] 0:04:32.386221 4336 [D loss: 0.421 R 0.370 F 0.472][D acc: 0.789 R 0.781 F 0.797][G loss: 1.503 acc: 0.094] 0:04:32.458877 4337 [D loss: 0.449 R 0.396 F 0.501][D acc: 0.797 R 0.781 F 0.812][G loss: 1.609 acc: 0.125] 0:04:32.545663 4338 [D loss: 0.542 R 0.567 F 0.516][D acc: 0.773 R 0.688 F 0.859][G loss: 1.606 acc: 0.062] 0:04:32.620735 4339 [D loss: 0.463 R 0.532 F 0.393][D acc: 0.758 R 0.641 F 0.875][G loss: 1.609 acc: 0.141] 0:04:32.703291 4340 [D loss: 0.562 R 0.513 F 0.611][D acc: 0.734 R 0.719 F 0.750][G loss: 1.801 acc: 0.078] 0:04:32.782755 4341 [D loss: 0.389 R 0.448 F 0.329][D acc: 0.820 R 0.750 F 0.891][G loss: 1.585 acc: 0.109] 0:04:32.857659 4342 [D loss: 0.496 R 0.431 F 0.561][D acc: 0.750 R 0.719 F 0.781][G loss: 1.779 acc: 0.031] 0:04:32.929584 4343 [D loss: 0.529 R 0.491 F 0.567][D acc: 0.766 R 0.750 F 0.781][G loss: 1.767 acc: 0.031] 0:04:33.009022 4344 [D loss: 0.553 R 0.705 F 0.401][D acc: 0.734 R 0.578 F 0.891][G loss: 1.696 acc: 0.094] 0:04:33.080304 4345 [D loss: 0.494 R 0.498 F 0.490][D acc: 0.766 R 0.719 F 0.812][G loss: 1.586 acc: 0.078] 0:04:33.167172 4346 [D loss: 0.571 R 0.550 F 0.591][D acc: 0.703 R 0.641 F 0.766][G loss: 1.546 acc: 0.031] 0:04:33.253167 4347 [D loss: 0.504 R 0.488 F 0.519][D acc: 0.734 R 0.734 F 0.734][G loss: 1.508 acc: 0.125] 0:04:33.333092 4348 [D loss: 0.476 R 0.497 F 0.455][D acc: 0.797 R 0.734 F 0.859][G loss: 1.591 acc: 0.062] 0:04:33.407530 4349 [D loss: 0.505 R 0.556 F 0.454][D acc: 0.750 R 0.672 F 0.828][G loss: 1.596 acc: 0.109] 0:04:33.486568 4350 [D loss: 0.509 R 0.516 F 0.502][D acc: 0.734 R 0.703 F 0.766][G loss: 1.567 acc: 0.062] 0:04:33.563799 4351 [D loss: 0.573 R 0.603 F 0.542][D acc: 0.688 R 0.609 F 0.766][G loss: 1.383 acc: 0.125] 0:04:33.638840 4352 [D loss: 0.568 R 0.569 F 0.567][D acc: 0.727 R 0.672 F 0.781][G loss: 1.459 acc: 0.125] 0:04:33.717616 4353 [D loss: 0.519 R 0.492 F 0.546][D acc: 0.695 R 0.703 F 0.688][G loss: 1.568 acc: 0.062] 0:04:33.788625 4354 [D loss: 0.497 R 0.583 F 0.412][D acc: 0.773 R 0.672 F 0.875][G loss: 1.436 acc: 0.125] 0:04:33.861093 4355 [D loss: 0.535 R 0.519 F 0.550][D acc: 0.773 R 0.703 F 0.844][G loss: 1.415 acc: 0.078] 0:04:33.942361 4356 [D loss: 0.634 R 0.641 F 0.628][D acc: 0.711 R 0.578 F 0.844][G loss: 1.619 acc: 0.125] 0:04:34.027878 4357 [D loss: 0.456 R 0.495 F 0.418][D acc: 0.781 R 0.703 F 0.859][G loss: 1.546 acc: 0.109] 0:04:34.105343 4358 [D loss: 0.504 R 0.408 F 0.601][D acc: 0.734 R 0.734 F 0.734][G loss: 1.700 acc: 0.047] 0:04:34.185556 4359 [D loss: 0.570 R 0.687 F 0.452][D acc: 0.688 R 0.594 F 0.781][G loss: 1.449 acc: 0.141] 0:04:34.269060 4360 [D loss: 0.490 R 0.456 F 0.523][D acc: 0.766 R 0.766 F 0.766][G loss: 1.653 acc: 0.016] 0:04:34.352774 4361 [D loss: 0.489 R 0.499 F 0.479][D acc: 0.789 R 0.734 F 0.844][G loss: 1.492 acc: 0.141] 0:04:34.435091 4362 [D loss: 0.546 R 0.425 F 0.666][D acc: 0.773 R 0.797 F 0.750][G loss: 1.797 acc: 0.031] 0:04:34.511852 4363 [D loss: 0.539 R 0.680 F 0.398][D acc: 0.750 R 0.594 F 0.906][G loss: 1.465 acc: 0.078] 0:04:34.583989 4364 [D loss: 0.553 R 0.573 F 0.533][D acc: 0.734 R 0.641 F 0.828][G loss: 1.525 acc: 0.016] 0:04:34.665093 4365 [D loss: 0.545 R 0.580 F 0.511][D acc: 0.695 R 0.609 F 0.781][G loss: 1.472 acc: 0.062] 0:04:34.751889 4366 [D loss: 0.532 R 0.551 F 0.513][D acc: 0.742 R 0.688 F 0.797][G loss: 1.506 acc: 0.109] 0:04:34.825644 4367 [D loss: 0.602 R 0.619 F 0.585][D acc: 0.672 R 0.672 F 0.672][G loss: 1.416 acc: 0.109] 0:04:34.908097 4368 [D loss: 0.575 R 0.609 F 0.541][D acc: 0.727 R 0.656 F 0.797][G loss: 1.520 acc: 0.141] 0:04:34.986877 4369 [D loss: 0.575 R 0.563 F 0.586][D acc: 0.695 R 0.609 F 0.781][G loss: 1.503 acc: 0.047] 0:04:35.062516 4370 [D loss: 0.551 R 0.604 F 0.497][D acc: 0.727 R 0.609 F 0.844][G loss: 1.345 acc: 0.078] 0:04:35.141133 4371 [D loss: 0.540 R 0.488 F 0.591][D acc: 0.773 R 0.703 F 0.844][G loss: 1.394 acc: 0.062] 0:04:35.220940 4372 [D loss: 0.413 R 0.435 F 0.392][D acc: 0.828 R 0.781 F 0.875][G loss: 1.467 acc: 0.156] 0:04:35.299263 4373 [D loss: 0.453 R 0.470 F 0.437][D acc: 0.812 R 0.766 F 0.859][G loss: 1.526 acc: 0.125] 0:04:35.384920 4374 [D loss: 0.574 R 0.578 F 0.570][D acc: 0.688 R 0.656 F 0.719][G loss: 1.592 acc: 0.062] 0:04:35.460195 4375 [D loss: 0.540 R 0.624 F 0.457][D acc: 0.719 R 0.641 F 0.797][G loss: 1.400 acc: 0.109] 0:04:35.535930 4376 [D loss: 0.539 R 0.563 F 0.516][D acc: 0.719 R 0.672 F 0.766][G loss: 1.476 acc: 0.078] 0:04:35.614566 4377 [D loss: 0.452 R 0.453 F 0.451][D acc: 0.766 R 0.688 F 0.844][G loss: 1.498 acc: 0.016] 0:04:35.691017 4378 [D loss: 0.591 R 0.550 F 0.632][D acc: 0.719 R 0.688 F 0.750][G loss: 1.440 acc: 0.094] 0:04:35.775422 4379 [D loss: 0.515 R 0.545 F 0.484][D acc: 0.758 R 0.688 F 0.828][G loss: 1.445 acc: 0.078] 0:04:35.857969 4380 [D loss: 0.537 R 0.576 F 0.498][D acc: 0.734 R 0.672 F 0.797][G loss: 1.346 acc: 0.141] 0:04:35.938262 4381 [D loss: 0.644 R 0.556 F 0.733][D acc: 0.680 R 0.641 F 0.719][G loss: 1.424 acc: 0.078] 0:04:36.012717 4382 [D loss: 0.581 R 0.676 F 0.487][D acc: 0.648 R 0.516 F 0.781][G loss: 1.283 acc: 0.125] 0:04:36.096672 4383 [D loss: 0.461 R 0.476 F 0.445][D acc: 0.742 R 0.719 F 0.766][G loss: 1.342 acc: 0.094] 0:04:36.171785 4384 [D loss: 0.483 R 0.493 F 0.473][D acc: 0.789 R 0.703 F 0.875][G loss: 1.568 acc: 0.047] 0:04:36.248092 4385 [D loss: 0.581 R 0.554 F 0.607][D acc: 0.703 R 0.625 F 0.781][G loss: 1.279 acc: 0.156] 0:04:36.336217 4386 [D loss: 0.465 R 0.484 F 0.445][D acc: 0.812 R 0.766 F 0.859][G loss: 1.385 acc: 0.125] 0:04:36.416121 4387 [D loss: 0.467 R 0.431 F 0.503][D acc: 0.773 R 0.766 F 0.781][G loss: 1.415 acc: 0.172] 0:04:36.497970 4388 [D loss: 0.580 R 0.555 F 0.605][D acc: 0.719 R 0.672 F 0.766][G loss: 1.605 acc: 0.047] 0:04:36.582186 4389 [D loss: 0.450 R 0.538 F 0.363][D acc: 0.812 R 0.719 F 0.906][G loss: 1.504 acc: 0.094] 0:04:36.660486 4390 [D loss: 0.482 R 0.555 F 0.408][D acc: 0.758 R 0.656 F 0.859][G loss: 1.301 acc: 0.156] 0:04:36.740030 4391 [D loss: 0.653 R 0.547 F 0.760][D acc: 0.664 R 0.641 F 0.688][G loss: 1.485 acc: 0.078] 0:04:36.842749 4392 [D loss: 0.399 R 0.420 F 0.378][D acc: 0.844 R 0.781 F 0.906][G loss: 1.552 acc: 0.094] 0:04:36.923173 4393 [D loss: 0.497 R 0.407 F 0.587][D acc: 0.773 R 0.750 F 0.797][G loss: 1.486 acc: 0.062] 0:04:37.002155 4394 [D loss: 0.549 R 0.593 F 0.505][D acc: 0.742 R 0.656 F 0.828][G loss: 1.323 acc: 0.141] 0:04:37.092305 4395 [D loss: 0.435 R 0.495 F 0.374][D acc: 0.883 R 0.797 F 0.969][G loss: 1.782 acc: 0.109] 0:04:37.187258 4396 [D loss: 0.504 R 0.527 F 0.480][D acc: 0.766 R 0.703 F 0.828][G loss: 1.507 acc: 0.109] 0:04:37.271569 4397 [D loss: 0.592 R 0.550 F 0.635][D acc: 0.719 R 0.703 F 0.734][G loss: 1.410 acc: 0.078] 0:04:37.360054 4398 [D loss: 0.469 R 0.467 F 0.472][D acc: 0.789 R 0.750 F 0.828][G loss: 1.677 acc: 0.062] 0:04:37.436563 4399 [D loss: 0.523 R 0.565 F 0.481][D acc: 0.727 R 0.656 F 0.797][G loss: 1.489 acc: 0.109] 0:04:37.516876 4400 [D loss: 0.576 R 0.626 F 0.526][D acc: 0.734 R 0.672 F 0.797][G loss: 1.502 acc: 0.125] 0:04:37.602397 4401 [D loss: 0.529 R 0.528 F 0.530][D acc: 0.750 R 0.688 F 0.812][G loss: 1.558 acc: 0.109] 0:04:37.677036 4402 [D loss: 0.531 R 0.485 F 0.576][D acc: 0.688 R 0.688 F 0.688][G loss: 1.671 acc: 0.062] 0:04:37.752379 4403 [D loss: 0.577 R 0.663 F 0.490][D acc: 0.703 R 0.594 F 0.812][G loss: 1.344 acc: 0.156] 0:04:37.833562 4404 [D loss: 0.538 R 0.550 F 0.527][D acc: 0.734 R 0.672 F 0.797][G loss: 1.493 acc: 0.125] 0:04:37.912239 4405 [D loss: 0.557 R 0.388 F 0.726][D acc: 0.695 R 0.766 F 0.625][G loss: 1.580 acc: 0.109] 0:04:37.988116 4406 [D loss: 0.512 R 0.535 F 0.489][D acc: 0.781 R 0.672 F 0.891][G loss: 1.384 acc: 0.125] 0:04:38.071820 4407 [D loss: 0.480 R 0.432 F 0.528][D acc: 0.781 R 0.766 F 0.797][G loss: 1.420 acc: 0.125] 0:04:38.166998 4408 [D loss: 0.650 R 0.717 F 0.584][D acc: 0.641 R 0.562 F 0.719][G loss: 1.591 acc: 0.016] 0:04:38.247307 4409 [D loss: 0.552 R 0.609 F 0.495][D acc: 0.727 R 0.625 F 0.828][G loss: 1.596 acc: 0.031] 0:04:38.332941 4410 [D loss: 0.541 R 0.582 F 0.500][D acc: 0.727 R 0.672 F 0.781][G loss: 1.660 acc: 0.078] 0:04:38.407108 4411 [D loss: 0.504 R 0.521 F 0.488][D acc: 0.719 R 0.672 F 0.766][G loss: 1.505 acc: 0.109] 0:04:38.479991 4412 [D loss: 0.538 R 0.498 F 0.579][D acc: 0.727 R 0.703 F 0.750][G loss: 1.560 acc: 0.062] 0:04:38.577487 4413 [D loss: 0.552 R 0.584 F 0.520][D acc: 0.734 R 0.688 F 0.781][G loss: 1.606 acc: 0.016] 0:04:38.651777 4414 [D loss: 0.497 R 0.572 F 0.422][D acc: 0.758 R 0.656 F 0.859][G loss: 1.388 acc: 0.109] 0:04:38.727143 4415 [D loss: 0.592 R 0.633 F 0.551][D acc: 0.703 R 0.625 F 0.781][G loss: 1.456 acc: 0.109] 0:04:38.806704 4416 [D loss: 0.501 R 0.581 F 0.421][D acc: 0.711 R 0.641 F 0.781][G loss: 1.450 acc: 0.094] 0:04:38.899466 4417 [D loss: 0.435 R 0.400 F 0.470][D acc: 0.797 R 0.766 F 0.828][G loss: 1.377 acc: 0.141] 0:04:38.978500 4418 [D loss: 0.558 R 0.528 F 0.588][D acc: 0.719 R 0.672 F 0.766][G loss: 1.547 acc: 0.094] 0:04:39.076312 4419 [D loss: 0.662 R 0.631 F 0.694][D acc: 0.672 R 0.562 F 0.781][G loss: 1.535 acc: 0.094] 0:04:39.163487 4420 [D loss: 0.557 R 0.623 F 0.491][D acc: 0.758 R 0.688 F 0.828][G loss: 1.429 acc: 0.047] 0:04:39.244756 4421 [D loss: 0.677 R 0.758 F 0.597][D acc: 0.594 R 0.438 F 0.750][G loss: 1.441 acc: 0.094] 0:04:39.332714 4422 [D loss: 0.500 R 0.529 F 0.471][D acc: 0.727 R 0.672 F 0.781][G loss: 1.400 acc: 0.109] 0:04:39.409727 4423 [D loss: 0.485 R 0.598 F 0.373][D acc: 0.789 R 0.625 F 0.953][G loss: 1.323 acc: 0.125] 0:04:39.483664 4424 [D loss: 0.467 R 0.441 F 0.494][D acc: 0.773 R 0.766 F 0.781][G loss: 1.346 acc: 0.141] 0:04:39.563292 4425 [D loss: 0.560 R 0.548 F 0.572][D acc: 0.688 R 0.641 F 0.734][G loss: 1.192 acc: 0.125] 0:04:39.636326 4426 [D loss: 0.511 R 0.428 F 0.594][D acc: 0.727 R 0.719 F 0.734][G loss: 1.530 acc: 0.141] 0:04:39.720518 4427 [D loss: 0.497 R 0.471 F 0.523][D acc: 0.742 R 0.656 F 0.828][G loss: 1.800 acc: 0.031] 0:04:39.802135 4428 [D loss: 0.442 R 0.559 F 0.325][D acc: 0.805 R 0.672 F 0.938][G loss: 1.588 acc: 0.062] 0:04:39.876405 4429 [D loss: 0.559 R 0.572 F 0.546][D acc: 0.727 R 0.641 F 0.812][G loss: 1.422 acc: 0.078] 0:04:39.969961 4430 [D loss: 0.441 R 0.392 F 0.490][D acc: 0.805 R 0.781 F 0.828][G loss: 1.595 acc: 0.109] 0:04:40.063797 4431 [D loss: 0.504 R 0.510 F 0.497][D acc: 0.734 R 0.641 F 0.828][G loss: 1.705 acc: 0.031] 0:04:40.141016 4432 [D loss: 0.470 R 0.477 F 0.463][D acc: 0.773 R 0.734 F 0.812][G loss: 1.543 acc: 0.156] 0:04:40.218781 4433 [D loss: 0.615 R 0.409 F 0.820][D acc: 0.758 R 0.797 F 0.719][G loss: 1.491 acc: 0.078] 0:04:40.306906 4434 [D loss: 0.548 R 0.595 F 0.501][D acc: 0.734 R 0.641 F 0.828][G loss: 1.600 acc: 0.062] 0:04:40.396996 4435 [D loss: 0.521 R 0.617 F 0.425][D acc: 0.742 R 0.641 F 0.844][G loss: 1.344 acc: 0.156] 0:04:40.474965 4436 [D loss: 0.563 R 0.535 F 0.591][D acc: 0.734 R 0.719 F 0.750][G loss: 1.362 acc: 0.109] 0:04:40.562669 4437 [D loss: 0.703 R 0.677 F 0.729][D acc: 0.602 R 0.547 F 0.656][G loss: 1.350 acc: 0.156] 0:04:40.634094 4438 [D loss: 0.512 R 0.558 F 0.466][D acc: 0.727 R 0.625 F 0.828][G loss: 1.482 acc: 0.094] 0:04:40.706983 4439 [D loss: 0.524 R 0.509 F 0.540][D acc: 0.758 R 0.672 F 0.844][G loss: 1.567 acc: 0.062] 0:04:40.781592 4440 [D loss: 0.524 R 0.557 F 0.491][D acc: 0.750 R 0.641 F 0.859][G loss: 1.287 acc: 0.109] 0:04:40.872428 4441 [D loss: 0.437 R 0.505 F 0.369][D acc: 0.820 R 0.703 F 0.938][G loss: 1.376 acc: 0.188] 0:04:40.950747 4442 [D loss: 0.533 R 0.526 F 0.540][D acc: 0.742 R 0.734 F 0.750][G loss: 1.452 acc: 0.125] 0:04:41.033829 4443 [D loss: 0.580 R 0.587 F 0.572][D acc: 0.664 R 0.609 F 0.719][G loss: 1.482 acc: 0.078] 0:04:41.115543 4444 [D loss: 0.555 R 0.700 F 0.411][D acc: 0.742 R 0.625 F 0.859][G loss: 1.630 acc: 0.062] 0:04:41.190189 4445 [D loss: 0.421 R 0.412 F 0.430][D acc: 0.766 R 0.688 F 0.844][G loss: 1.401 acc: 0.078] 0:04:41.274683 4446 [D loss: 0.565 R 0.514 F 0.615][D acc: 0.766 R 0.766 F 0.766][G loss: 1.374 acc: 0.109] 0:04:41.360680 4447 [D loss: 0.528 R 0.493 F 0.563][D acc: 0.734 R 0.719 F 0.750][G loss: 1.605 acc: 0.172] 0:04:41.436645 4448 [D loss: 0.421 R 0.473 F 0.369][D acc: 0.781 R 0.703 F 0.859][G loss: 1.505 acc: 0.094] 0:04:41.519605 4449 [D loss: 0.546 R 0.611 F 0.481][D acc: 0.758 R 0.672 F 0.844][G loss: 1.709 acc: 0.047] 0:04:41.594476 4450 [D loss: 0.528 R 0.660 F 0.397][D acc: 0.734 R 0.594 F 0.875][G loss: 1.417 acc: 0.109] 0:04:41.670320 4451 [D loss: 0.535 R 0.527 F 0.543][D acc: 0.680 R 0.641 F 0.719][G loss: 1.391 acc: 0.156] 0:04:41.751720 4452 [D loss: 0.547 R 0.581 F 0.512][D acc: 0.727 R 0.688 F 0.766][G loss: 1.432 acc: 0.094] 0:04:41.830440 4453 [D loss: 0.413 R 0.381 F 0.445][D acc: 0.805 R 0.781 F 0.828][G loss: 1.555 acc: 0.078] 0:04:41.902107 4454 [D loss: 0.611 R 0.636 F 0.585][D acc: 0.695 R 0.641 F 0.750][G loss: 1.386 acc: 0.125] 0:04:41.996932 4455 [D loss: 0.606 R 0.650 F 0.563][D acc: 0.695 R 0.641 F 0.750][G loss: 1.464 acc: 0.141] 0:04:42.078778 4456 [D loss: 0.489 R 0.483 F 0.495][D acc: 0.789 R 0.734 F 0.844][G loss: 1.490 acc: 0.094] 0:04:42.151207 4457 [D loss: 0.628 R 0.632 F 0.623][D acc: 0.695 R 0.594 F 0.797][G loss: 1.416 acc: 0.094] 0:04:42.236137 4458 [D loss: 0.530 R 0.524 F 0.536][D acc: 0.719 R 0.672 F 0.766][G loss: 1.358 acc: 0.062] 0:04:42.310300 4459 [D loss: 0.553 R 0.474 F 0.632][D acc: 0.734 R 0.750 F 0.719][G loss: 1.531 acc: 0.109] 0:04:42.387484 4460 [D loss: 0.525 R 0.626 F 0.425][D acc: 0.727 R 0.594 F 0.859][G loss: 1.509 acc: 0.094] 0:04:42.470635 4461 [D loss: 0.477 R 0.483 F 0.470][D acc: 0.758 R 0.750 F 0.766][G loss: 1.538 acc: 0.109] 0:04:42.550021 4462 [D loss: 0.593 R 0.655 F 0.532][D acc: 0.719 R 0.641 F 0.797][G loss: 1.619 acc: 0.047] 0:04:42.622230 4463 [D loss: 0.489 R 0.477 F 0.501][D acc: 0.797 R 0.766 F 0.828][G loss: 1.647 acc: 0.094] 0:04:42.707185 4464 [D loss: 0.624 R 0.567 F 0.681][D acc: 0.633 R 0.656 F 0.609][G loss: 1.383 acc: 0.078] 0:04:42.785643 4465 [D loss: 0.543 R 0.581 F 0.506][D acc: 0.773 R 0.688 F 0.859][G loss: 1.563 acc: 0.062] 0:04:42.877692 4466 [D loss: 0.458 R 0.496 F 0.421][D acc: 0.781 R 0.734 F 0.828][G loss: 1.639 acc: 0.047] 0:04:42.970387 4467 [D loss: 0.563 R 0.518 F 0.607][D acc: 0.711 R 0.734 F 0.688][G loss: 1.422 acc: 0.062] 0:04:43.047066 4468 [D loss: 0.443 R 0.513 F 0.372][D acc: 0.797 R 0.688 F 0.906][G loss: 1.559 acc: 0.125] 0:04:43.123120 4469 [D loss: 0.551 R 0.621 F 0.480][D acc: 0.727 R 0.609 F 0.844][G loss: 1.790 acc: 0.047] 0:04:43.208461 4470 [D loss: 0.536 R 0.653 F 0.420][D acc: 0.734 R 0.594 F 0.875][G loss: 1.488 acc: 0.047] 0:04:43.284101 4471 [D loss: 0.534 R 0.506 F 0.562][D acc: 0.680 R 0.672 F 0.688][G loss: 1.528 acc: 0.047] 0:04:43.377440 4472 [D loss: 0.527 R 0.566 F 0.487][D acc: 0.703 R 0.578 F 0.828][G loss: 1.637 acc: 0.062] 0:04:43.458961 4473 [D loss: 0.436 R 0.513 F 0.359][D acc: 0.805 R 0.672 F 0.938][G loss: 1.552 acc: 0.109] 0:04:43.533289 4474 [D loss: 0.466 R 0.499 F 0.432][D acc: 0.758 R 0.688 F 0.828][G loss: 1.514 acc: 0.125] 0:04:43.604587 4475 [D loss: 0.557 R 0.415 F 0.700][D acc: 0.719 R 0.703 F 0.734][G loss: 1.585 acc: 0.094] 0:04:43.681585 4476 [D loss: 0.532 R 0.618 F 0.447][D acc: 0.750 R 0.609 F 0.891][G loss: 1.475 acc: 0.094] 0:04:43.760511 4477 [D loss: 0.624 R 0.626 F 0.622][D acc: 0.656 R 0.562 F 0.750][G loss: 1.476 acc: 0.062] 0:04:43.835152 4478 [D loss: 0.551 R 0.565 F 0.537][D acc: 0.734 R 0.641 F 0.828][G loss: 1.421 acc: 0.062] 0:04:43.923409 4479 [D loss: 0.503 R 0.540 F 0.466][D acc: 0.742 R 0.688 F 0.797][G loss: 1.344 acc: 0.141] 0:04:44.003312 4480 [D loss: 0.445 R 0.433 F 0.456][D acc: 0.805 R 0.766 F 0.844][G loss: 1.422 acc: 0.062] 0:04:44.075490 4481 [D loss: 0.466 R 0.403 F 0.528][D acc: 0.758 R 0.766 F 0.750][G loss: 1.368 acc: 0.109] 0:04:44.159443 4482 [D loss: 0.578 R 0.644 F 0.513][D acc: 0.711 R 0.625 F 0.797][G loss: 1.381 acc: 0.141] 0:04:44.234120 4483 [D loss: 0.605 R 0.546 F 0.663][D acc: 0.719 R 0.703 F 0.734][G loss: 1.689 acc: 0.062] 0:04:44.304892 4484 [D loss: 0.519 R 0.606 F 0.432][D acc: 0.766 R 0.656 F 0.875][G loss: 1.435 acc: 0.078] 0:04:44.387356 4485 [D loss: 0.496 R 0.513 F 0.480][D acc: 0.766 R 0.734 F 0.797][G loss: 1.363 acc: 0.062] 0:04:44.459615 4486 [D loss: 0.464 R 0.462 F 0.466][D acc: 0.805 R 0.766 F 0.844][G loss: 1.317 acc: 0.078] 0:04:44.551672 4487 [D loss: 0.495 R 0.459 F 0.532][D acc: 0.797 R 0.766 F 0.828][G loss: 1.488 acc: 0.047] 0:04:44.643522 4488 [D loss: 0.539 R 0.552 F 0.525][D acc: 0.719 R 0.641 F 0.797][G loss: 1.671 acc: 0.094] 0:04:44.723687 4489 [D loss: 0.510 R 0.620 F 0.401][D acc: 0.750 R 0.625 F 0.875][G loss: 1.407 acc: 0.109] 0:04:44.795530 4490 [D loss: 0.507 R 0.464 F 0.551][D acc: 0.773 R 0.734 F 0.812][G loss: 1.442 acc: 0.094] 0:04:44.874503 4491 [D loss: 0.554 R 0.487 F 0.620][D acc: 0.758 R 0.766 F 0.750][G loss: 1.602 acc: 0.062] 0:04:44.955497 4492 [D loss: 0.469 R 0.452 F 0.486][D acc: 0.758 R 0.688 F 0.828][G loss: 1.757 acc: 0.047] 0:04:45.047543 4493 [D loss: 0.541 R 0.637 F 0.446][D acc: 0.711 R 0.594 F 0.828][G loss: 1.698 acc: 0.094] 0:04:45.123196 4494 [D loss: 0.515 R 0.513 F 0.517][D acc: 0.750 R 0.703 F 0.797][G loss: 1.635 acc: 0.125] 0:04:45.197470 4495 [D loss: 0.537 R 0.646 F 0.428][D acc: 0.734 R 0.609 F 0.859][G loss: 1.443 acc: 0.094] 0:04:45.273680 4496 [D loss: 0.543 R 0.550 F 0.537][D acc: 0.742 R 0.672 F 0.812][G loss: 1.519 acc: 0.078] 0:04:45.353043 4497 [D loss: 0.489 R 0.467 F 0.510][D acc: 0.758 R 0.719 F 0.797][G loss: 1.459 acc: 0.094] 0:04:45.441878 4498 [D loss: 0.788 R 0.634 F 0.942][D acc: 0.648 R 0.594 F 0.703][G loss: 1.481 acc: 0.047] 0:04:45.518016 4499 [D loss: 0.494 R 0.571 F 0.418][D acc: 0.773 R 0.625 F 0.922][G loss: 1.356 acc: 0.062] 0:04:45.593725 4500 [D loss: 0.585 R 0.670 F 0.500][D acc: 0.719 R 0.641 F 0.797][G loss: 1.377 acc: 0.109] 0:04:45.664982 4501 [D loss: 0.549 R 0.556 F 0.542][D acc: 0.695 R 0.609 F 0.781][G loss: 1.345 acc: 0.094] 0:04:45.739522 4502 [D loss: 0.548 R 0.565 F 0.531][D acc: 0.742 R 0.641 F 0.844][G loss: 1.425 acc: 0.109] 0:04:45.822327 4503 [D loss: 0.618 R 0.643 F 0.594][D acc: 0.703 R 0.641 F 0.766][G loss: 1.518 acc: 0.094] 0:04:45.895690 4504 [D loss: 0.560 R 0.647 F 0.472][D acc: 0.734 R 0.625 F 0.844][G loss: 1.326 acc: 0.062] 0:04:45.976146 4505 [D loss: 0.547 R 0.527 F 0.567][D acc: 0.711 R 0.641 F 0.781][G loss: 1.309 acc: 0.156] 0:04:46.073824 4506 [D loss: 0.504 R 0.484 F 0.523][D acc: 0.789 R 0.781 F 0.797][G loss: 1.483 acc: 0.094] 0:04:46.156323 4507 [D loss: 0.473 R 0.431 F 0.516][D acc: 0.812 R 0.797 F 0.828][G loss: 1.487 acc: 0.047] 0:04:46.233190 4508 [D loss: 0.479 R 0.501 F 0.457][D acc: 0.750 R 0.688 F 0.812][G loss: 1.554 acc: 0.094] 0:04:46.313872 4509 [D loss: 0.484 R 0.503 F 0.464][D acc: 0.727 R 0.672 F 0.781][G loss: 1.263 acc: 0.141] 0:04:46.415203 4510 [D loss: 0.547 R 0.541 F 0.553][D acc: 0.711 R 0.672 F 0.750][G loss: 1.464 acc: 0.062] 0:04:46.493897 4511 [D loss: 0.541 R 0.566 F 0.515][D acc: 0.695 R 0.625 F 0.766][G loss: 1.426 acc: 0.125] 0:04:46.573062 4512 [D loss: 0.474 R 0.490 F 0.458][D acc: 0.766 R 0.703 F 0.828][G loss: 1.655 acc: 0.094] 0:04:46.648402 4513 [D loss: 0.498 R 0.487 F 0.508][D acc: 0.750 R 0.688 F 0.812][G loss: 1.549 acc: 0.062] 0:04:46.743161 4514 [D loss: 0.488 R 0.446 F 0.531][D acc: 0.766 R 0.766 F 0.766][G loss: 1.453 acc: 0.109] 0:04:46.824406 4515 [D loss: 0.615 R 0.609 F 0.622][D acc: 0.734 R 0.672 F 0.797][G loss: 2.055 acc: 0.094] 0:04:46.897235 4516 [D loss: 0.577 R 0.789 F 0.366][D acc: 0.742 R 0.516 F 0.969][G loss: 1.608 acc: 0.062] 0:04:46.973014 4517 [D loss: 0.523 R 0.405 F 0.641][D acc: 0.797 R 0.844 F 0.750][G loss: 1.644 acc: 0.031] 0:04:47.054298 4518 [D loss: 0.486 R 0.489 F 0.483][D acc: 0.727 R 0.672 F 0.781][G loss: 1.573 acc: 0.125] 0:04:47.124909 4519 [D loss: 0.490 R 0.516 F 0.464][D acc: 0.758 R 0.688 F 0.828][G loss: 1.487 acc: 0.156] 0:04:47.196250 4520 [D loss: 0.478 R 0.453 F 0.503][D acc: 0.789 R 0.734 F 0.844][G loss: 1.596 acc: 0.031] 0:04:47.278671 4521 [D loss: 0.544 R 0.554 F 0.535][D acc: 0.703 R 0.594 F 0.812][G loss: 1.430 acc: 0.109] 0:04:47.357362 4522 [D loss: 0.517 R 0.470 F 0.563][D acc: 0.734 R 0.734 F 0.734][G loss: 1.494 acc: 0.125] 0:04:47.453309 4523 [D loss: 0.512 R 0.554 F 0.471][D acc: 0.766 R 0.672 F 0.859][G loss: 1.470 acc: 0.016] 0:04:47.536404 4524 [D loss: 0.492 R 0.566 F 0.419][D acc: 0.734 R 0.625 F 0.844][G loss: 1.533 acc: 0.078] 0:04:47.611730 4525 [D loss: 0.576 R 0.542 F 0.610][D acc: 0.719 R 0.656 F 0.781][G loss: 1.488 acc: 0.094] 0:04:47.686174 4526 [D loss: 0.587 R 0.656 F 0.518][D acc: 0.742 R 0.578 F 0.906][G loss: 1.421 acc: 0.078] 0:04:47.771382 4527 [D loss: 0.519 R 0.546 F 0.492][D acc: 0.703 R 0.625 F 0.781][G loss: 1.388 acc: 0.078] 0:04:47.847616 4528 [D loss: 0.504 R 0.444 F 0.564][D acc: 0.797 R 0.766 F 0.828][G loss: 1.475 acc: 0.125] 0:04:47.921251 4529 [D loss: 0.534 R 0.563 F 0.505][D acc: 0.734 R 0.641 F 0.828][G loss: 1.527 acc: 0.109] 0:04:48.008921 4530 [D loss: 0.670 R 0.769 F 0.571][D acc: 0.664 R 0.516 F 0.812][G loss: 1.327 acc: 0.156] 0:04:48.089825 4531 [D loss: 0.438 R 0.439 F 0.438][D acc: 0.836 R 0.781 F 0.891][G loss: 1.308 acc: 0.125] 0:04:48.161219 4532 [D loss: 0.561 R 0.593 F 0.529][D acc: 0.750 R 0.688 F 0.812][G loss: 1.427 acc: 0.094] 0:04:48.247485 4533 [D loss: 0.473 R 0.475 F 0.471][D acc: 0.758 R 0.703 F 0.812][G loss: 1.502 acc: 0.109] 0:04:48.327041 4534 [D loss: 0.493 R 0.429 F 0.557][D acc: 0.742 R 0.734 F 0.750][G loss: 1.526 acc: 0.047] 0:04:48.407121 4535 [D loss: 0.557 R 0.558 F 0.556][D acc: 0.727 R 0.672 F 0.781][G loss: 1.584 acc: 0.047] 0:04:48.504892 4536 [D loss: 0.517 R 0.580 F 0.453][D acc: 0.719 R 0.609 F 0.828][G loss: 1.482 acc: 0.078] 0:04:48.587322 4537 [D loss: 0.445 R 0.504 F 0.386][D acc: 0.773 R 0.672 F 0.875][G loss: 1.393 acc: 0.125] 0:04:48.662277 4538 [D loss: 0.500 R 0.459 F 0.542][D acc: 0.750 R 0.703 F 0.797][G loss: 1.408 acc: 0.078] 0:04:48.746867 4539 [D loss: 0.539 R 0.615 F 0.462][D acc: 0.719 R 0.625 F 0.812][G loss: 1.579 acc: 0.109] 0:04:48.846333 4540 [D loss: 0.449 R 0.448 F 0.450][D acc: 0.797 R 0.766 F 0.828][G loss: 1.480 acc: 0.078] 0:04:48.926891 4541 [D loss: 0.581 R 0.577 F 0.586][D acc: 0.688 R 0.641 F 0.734][G loss: 1.426 acc: 0.172] 0:04:49.008486 4542 [D loss: 0.506 R 0.489 F 0.524][D acc: 0.758 R 0.688 F 0.828][G loss: 1.517 acc: 0.109] 0:04:49.081921 4543 [D loss: 0.556 R 0.576 F 0.535][D acc: 0.727 R 0.688 F 0.766][G loss: 1.398 acc: 0.109] 0:04:49.152787 4544 [D loss: 0.548 R 0.546 F 0.549][D acc: 0.711 R 0.656 F 0.766][G loss: 1.428 acc: 0.172] 0:04:49.233036 4545 [D loss: 0.512 R 0.609 F 0.415][D acc: 0.719 R 0.578 F 0.859][G loss: 1.501 acc: 0.094] 0:04:49.307619 4546 [D loss: 0.555 R 0.511 F 0.598][D acc: 0.750 R 0.719 F 0.781][G loss: 1.363 acc: 0.094] 0:04:49.381226 4547 [D loss: 0.594 R 0.430 F 0.758][D acc: 0.703 R 0.688 F 0.719][G loss: 1.427 acc: 0.125] 0:04:49.467829 4548 [D loss: 0.487 R 0.584 F 0.390][D acc: 0.750 R 0.594 F 0.906][G loss: 1.618 acc: 0.016] 0:04:49.548868 4549 [D loss: 0.490 R 0.487 F 0.493][D acc: 0.789 R 0.734 F 0.844][G loss: 1.641 acc: 0.031] 0:04:49.620382 4550 [D loss: 0.496 R 0.542 F 0.450][D acc: 0.750 R 0.672 F 0.828][G loss: 1.595 acc: 0.031] 0:04:49.699319 4551 [D loss: 0.637 R 0.585 F 0.688][D acc: 0.695 R 0.609 F 0.781][G loss: 1.460 acc: 0.062] 0:04:49.776168 4552 [D loss: 0.496 R 0.555 F 0.438][D acc: 0.758 R 0.656 F 0.859][G loss: 1.493 acc: 0.062] 0:04:49.868571 4553 [D loss: 0.483 R 0.484 F 0.482][D acc: 0.727 R 0.703 F 0.750][G loss: 1.320 acc: 0.094] 0:04:49.945747 4554 [D loss: 0.554 R 0.665 F 0.444][D acc: 0.719 R 0.594 F 0.844][G loss: 1.354 acc: 0.156] 0:04:50.022305 4555 [D loss: 0.469 R 0.499 F 0.440][D acc: 0.773 R 0.672 F 0.875][G loss: 1.436 acc: 0.125] 0:04:50.096375 4556 [D loss: 0.557 R 0.530 F 0.585][D acc: 0.680 R 0.688 F 0.672][G loss: 1.423 acc: 0.109] 0:04:50.180144 4557 [D loss: 0.511 R 0.521 F 0.502][D acc: 0.734 R 0.656 F 0.812][G loss: 1.444 acc: 0.141] 0:04:50.254498 4558 [D loss: 0.462 R 0.486 F 0.439][D acc: 0.805 R 0.719 F 0.891][G loss: 1.476 acc: 0.125] 0:04:50.326708 4559 [D loss: 0.491 R 0.515 F 0.466][D acc: 0.742 R 0.672 F 0.812][G loss: 1.276 acc: 0.094] 0:04:50.427927 4560 [D loss: 0.543 R 0.579 F 0.506][D acc: 0.750 R 0.656 F 0.844][G loss: 1.505 acc: 0.062] 0:04:50.508176 4561 [D loss: 0.602 R 0.666 F 0.539][D acc: 0.656 R 0.547 F 0.766][G loss: 1.460 acc: 0.047] 0:04:50.588324 4562 [D loss: 0.541 R 0.471 F 0.611][D acc: 0.711 R 0.734 F 0.688][G loss: 1.367 acc: 0.125] 0:04:50.683131 4563 [D loss: 0.514 R 0.512 F 0.517][D acc: 0.734 R 0.703 F 0.766][G loss: 1.407 acc: 0.188] 0:04:50.761558 4564 [D loss: 0.521 R 0.552 F 0.490][D acc: 0.703 R 0.609 F 0.797][G loss: 1.339 acc: 0.094] 0:04:50.843962 4565 [D loss: 0.525 R 0.626 F 0.423][D acc: 0.727 R 0.578 F 0.875][G loss: 1.415 acc: 0.109] 0:04:50.935005 4566 [D loss: 0.506 R 0.478 F 0.534][D acc: 0.773 R 0.750 F 0.797][G loss: 1.530 acc: 0.078] 0:04:51.008497 4567 [D loss: 0.575 R 0.504 F 0.645][D acc: 0.727 R 0.656 F 0.797][G loss: 1.402 acc: 0.141] 0:04:51.085600 4568 [D loss: 0.452 R 0.491 F 0.413][D acc: 0.820 R 0.734 F 0.906][G loss: 1.576 acc: 0.125] 0:04:51.167447 4569 [D loss: 0.450 R 0.483 F 0.417][D acc: 0.773 R 0.672 F 0.875][G loss: 1.600 acc: 0.047] 0:04:51.240857 4570 [D loss: 0.640 R 0.644 F 0.635][D acc: 0.633 R 0.641 F 0.625][G loss: 1.451 acc: 0.109] 0:04:51.314010 4571 [D loss: 0.605 R 0.678 F 0.532][D acc: 0.656 R 0.547 F 0.766][G loss: 1.350 acc: 0.094] 0:04:51.395506 4572 [D loss: 0.564 R 0.566 F 0.561][D acc: 0.695 R 0.641 F 0.750][G loss: 1.563 acc: 0.047] 0:04:51.473723 4573 [D loss: 0.542 R 0.625 F 0.459][D acc: 0.695 R 0.500 F 0.891][G loss: 1.472 acc: 0.047] 0:04:51.560791 4574 [D loss: 0.546 R 0.570 F 0.522][D acc: 0.742 R 0.656 F 0.828][G loss: 1.358 acc: 0.094] 0:04:51.648422 4575 [D loss: 0.487 R 0.446 F 0.529][D acc: 0.766 R 0.719 F 0.812][G loss: 1.407 acc: 0.078] 0:04:51.724860 4576 [D loss: 0.479 R 0.451 F 0.506][D acc: 0.805 R 0.734 F 0.875][G loss: 1.537 acc: 0.047] 0:04:51.812236 4577 [D loss: 0.544 R 0.510 F 0.578][D acc: 0.773 R 0.750 F 0.797][G loss: 1.598 acc: 0.047] 0:04:51.893176 4578 [D loss: 0.568 R 0.522 F 0.613][D acc: 0.680 R 0.625 F 0.734][G loss: 1.296 acc: 0.141] 0:04:51.966143 4579 [D loss: 0.456 R 0.501 F 0.410][D acc: 0.797 R 0.688 F 0.906][G loss: 1.444 acc: 0.094] 0:04:52.037865 4580 [D loss: 0.496 R 0.487 F 0.504][D acc: 0.766 R 0.734 F 0.797][G loss: 1.557 acc: 0.016] 0:04:52.116519 4581 [D loss: 0.541 R 0.564 F 0.518][D acc: 0.719 R 0.656 F 0.781][G loss: 1.480 acc: 0.047] 0:04:52.191532 4582 [D loss: 0.511 R 0.528 F 0.495][D acc: 0.711 R 0.641 F 0.781][G loss: 1.466 acc: 0.141] 0:04:52.270664 4583 [D loss: 0.431 R 0.420 F 0.441][D acc: 0.773 R 0.703 F 0.844][G loss: 1.683 acc: 0.031] 0:04:52.352550 4584 [D loss: 0.469 R 0.444 F 0.495][D acc: 0.797 R 0.750 F 0.844][G loss: 1.529 acc: 0.062] 0:04:52.436521 4585 [D loss: 0.516 R 0.621 F 0.410][D acc: 0.719 R 0.578 F 0.859][G loss: 1.563 acc: 0.078] 0:04:52.537151 4586 [D loss: 0.447 R 0.424 F 0.470][D acc: 0.758 R 0.734 F 0.781][G loss: 1.678 acc: 0.031] 0:04:52.623613 4587 [D loss: 0.484 R 0.550 F 0.417][D acc: 0.789 R 0.688 F 0.891][G loss: 1.547 acc: 0.062] 0:04:52.722371 4588 [D loss: 0.543 R 0.651 F 0.435][D acc: 0.766 R 0.625 F 0.906][G loss: 1.314 acc: 0.156] 0:04:52.795123 4589 [D loss: 0.426 R 0.384 F 0.468][D acc: 0.820 R 0.812 F 0.828][G loss: 1.466 acc: 0.062] 0:04:52.870898 4590 [D loss: 0.545 R 0.551 F 0.540][D acc: 0.711 R 0.688 F 0.734][G loss: 1.536 acc: 0.062] 0:04:52.947347 4591 [D loss: 0.484 R 0.476 F 0.493][D acc: 0.758 R 0.672 F 0.844][G loss: 1.431 acc: 0.156] 0:04:53.029783 4592 [D loss: 0.499 R 0.580 F 0.417][D acc: 0.734 R 0.625 F 0.844][G loss: 1.540 acc: 0.141] 0:04:53.122892 4593 [D loss: 0.458 R 0.439 F 0.476][D acc: 0.812 R 0.750 F 0.875][G loss: 1.532 acc: 0.094] 0:04:53.197029 4594 [D loss: 0.381 R 0.387 F 0.375][D acc: 0.805 R 0.750 F 0.859][G loss: 1.581 acc: 0.047] 0:04:53.274404 4595 [D loss: 0.421 R 0.497 F 0.346][D acc: 0.797 R 0.672 F 0.922][G loss: 1.744 acc: 0.125] 0:04:53.354633 4596 [D loss: 0.569 R 0.560 F 0.578][D acc: 0.672 R 0.625 F 0.719][G loss: 1.635 acc: 0.109] 0:04:53.434825 4597 [D loss: 0.508 R 0.524 F 0.492][D acc: 0.750 R 0.703 F 0.797][G loss: 1.560 acc: 0.031] 0:04:53.537359 4598 [D loss: 0.478 R 0.541 F 0.415][D acc: 0.789 R 0.703 F 0.875][G loss: 1.638 acc: 0.031] 0:04:53.621927 4599 [D loss: 0.557 R 0.584 F 0.530][D acc: 0.742 R 0.641 F 0.844][G loss: 1.543 acc: 0.062] 0:04:53.704976 4600 [D loss: 0.609 R 0.671 F 0.548][D acc: 0.695 R 0.562 F 0.828][G loss: 1.504 acc: 0.188] 0:04:53.791627 4601 [D loss: 0.453 R 0.431 F 0.475][D acc: 0.789 R 0.750 F 0.828][G loss: 1.460 acc: 0.078] 0:04:53.878250 4602 [D loss: 0.566 R 0.547 F 0.586][D acc: 0.695 R 0.641 F 0.750][G loss: 1.408 acc: 0.156] 0:04:53.957292 4603 [D loss: 0.561 R 0.684 F 0.438][D acc: 0.758 R 0.609 F 0.906][G loss: 1.392 acc: 0.094] 0:04:54.034122 4604 [D loss: 0.624 R 0.723 F 0.524][D acc: 0.672 R 0.531 F 0.812][G loss: 1.496 acc: 0.047] 0:04:54.120635 4605 [D loss: 0.535 R 0.514 F 0.556][D acc: 0.742 R 0.734 F 0.750][G loss: 1.650 acc: 0.047] 0:04:54.195701 4606 [D loss: 0.500 R 0.517 F 0.484][D acc: 0.742 R 0.672 F 0.812][G loss: 1.463 acc: 0.078] 0:04:54.271754 4607 [D loss: 0.546 R 0.549 F 0.544][D acc: 0.734 R 0.656 F 0.812][G loss: 1.586 acc: 0.062] 0:04:54.354416 4608 [D loss: 0.577 R 0.677 F 0.476][D acc: 0.727 R 0.609 F 0.844][G loss: 1.379 acc: 0.109] 0:04:54.454414 4609 [D loss: 0.592 R 0.687 F 0.498][D acc: 0.711 R 0.578 F 0.844][G loss: 1.755 acc: 0.062] 0:04:54.541737 4610 [D loss: 0.414 R 0.450 F 0.378][D acc: 0.805 R 0.719 F 0.891][G loss: 1.449 acc: 0.078] 0:04:54.623606 4611 [D loss: 0.508 R 0.467 F 0.549][D acc: 0.734 R 0.734 F 0.734][G loss: 1.511 acc: 0.078] 0:04:54.700314 4612 [D loss: 0.524 R 0.565 F 0.483][D acc: 0.734 R 0.672 F 0.797][G loss: 1.601 acc: 0.078] 0:04:54.773139 4613 [D loss: 0.453 R 0.451 F 0.455][D acc: 0.805 R 0.766 F 0.844][G loss: 1.404 acc: 0.078] 0:04:54.856173 4614 [D loss: 0.454 R 0.419 F 0.489][D acc: 0.781 R 0.766 F 0.797][G loss: 1.453 acc: 0.141] 0:04:54.937356 4615 [D loss: 0.409 R 0.371 F 0.447][D acc: 0.820 R 0.812 F 0.828][G loss: 1.589 acc: 0.047] 0:04:55.020826 4616 [D loss: 0.484 R 0.586 F 0.382][D acc: 0.766 R 0.656 F 0.875][G loss: 1.598 acc: 0.094] 0:04:55.115484 4617 [D loss: 0.505 R 0.469 F 0.541][D acc: 0.742 R 0.688 F 0.797][G loss: 1.667 acc: 0.047] 0:04:55.193974 4618 [D loss: 0.492 R 0.519 F 0.465][D acc: 0.742 R 0.672 F 0.812][G loss: 1.649 acc: 0.078] 0:04:55.267614 4619 [D loss: 0.527 R 0.587 F 0.468][D acc: 0.742 R 0.656 F 0.828][G loss: 1.464 acc: 0.094] 0:04:55.362782 4620 [D loss: 0.469 R 0.501 F 0.438][D acc: 0.766 R 0.703 F 0.828][G loss: 1.550 acc: 0.016] 0:04:55.437508 4621 [D loss: 0.464 R 0.478 F 0.450][D acc: 0.773 R 0.703 F 0.844][G loss: 1.558 acc: 0.047] 0:04:55.515618 4622 [D loss: 0.583 R 0.452 F 0.715][D acc: 0.711 R 0.703 F 0.719][G loss: 1.548 acc: 0.047] 0:04:55.603584 4623 [D loss: 0.535 R 0.555 F 0.515][D acc: 0.727 R 0.672 F 0.781][G loss: 1.547 acc: 0.047] 0:04:55.680560 4624 [D loss: 0.569 R 0.685 F 0.453][D acc: 0.688 R 0.547 F 0.828][G loss: 1.515 acc: 0.031] 0:04:55.752617 4625 [D loss: 0.512 R 0.588 F 0.437][D acc: 0.750 R 0.625 F 0.875][G loss: 1.642 acc: 0.031] 0:04:55.837830 4626 [D loss: 0.565 R 0.690 F 0.440][D acc: 0.711 R 0.547 F 0.875][G loss: 1.527 acc: 0.016] 0:04:55.916689 4627 [D loss: 0.472 R 0.513 F 0.430][D acc: 0.773 R 0.656 F 0.891][G loss: 1.546 acc: 0.031] 0:04:55.987740 4628 [D loss: 0.527 R 0.495 F 0.560][D acc: 0.773 R 0.688 F 0.859][G loss: 1.406 acc: 0.078] 0:04:56.070223 4629 [D loss: 0.581 R 0.476 F 0.687][D acc: 0.719 R 0.688 F 0.750][G loss: 1.493 acc: 0.094] 0:04:56.144555 4630 [D loss: 0.513 R 0.628 F 0.398][D acc: 0.766 R 0.625 F 0.906][G loss: 1.428 acc: 0.094] 0:04:56.218975 4631 [D loss: 0.488 R 0.523 F 0.453][D acc: 0.711 R 0.609 F 0.812][G loss: 1.373 acc: 0.078] 0:04:56.310487 4632 [D loss: 0.460 R 0.369 F 0.552][D acc: 0.773 R 0.797 F 0.750][G loss: 1.507 acc: 0.062] 0:04:56.383730 4633 [D loss: 0.493 R 0.520 F 0.466][D acc: 0.742 R 0.656 F 0.828][G loss: 1.658 acc: 0.062] 0:04:56.457354 4634 [D loss: 0.497 R 0.518 F 0.475][D acc: 0.789 R 0.656 F 0.922][G loss: 1.665 acc: 0.062] 0:04:56.538854 4635 [D loss: 0.506 R 0.618 F 0.395][D acc: 0.727 R 0.625 F 0.828][G loss: 1.513 acc: 0.062] 0:04:56.619654 4636 [D loss: 0.481 R 0.443 F 0.518][D acc: 0.805 R 0.734 F 0.875][G loss: 1.467 acc: 0.141] 0:04:56.694547 4637 [D loss: 0.384 R 0.362 F 0.407][D acc: 0.852 R 0.828 F 0.875][G loss: 1.639 acc: 0.078] 0:04:56.781095 4638 [D loss: 0.505 R 0.572 F 0.438][D acc: 0.766 R 0.656 F 0.875][G loss: 1.506 acc: 0.094] 0:04:56.858100 4639 [D loss: 0.527 R 0.493 F 0.561][D acc: 0.727 R 0.703 F 0.750][G loss: 1.572 acc: 0.047] 0:04:56.931953 4640 [D loss: 0.538 R 0.430 F 0.647][D acc: 0.750 R 0.734 F 0.766][G loss: 1.651 acc: 0.031] 0:04:57.010665 4641 [D loss: 0.547 R 0.662 F 0.431][D acc: 0.727 R 0.609 F 0.844][G loss: 1.445 acc: 0.062] 0:04:57.084259 4642 [D loss: 0.528 R 0.606 F 0.450][D acc: 0.727 R 0.656 F 0.797][G loss: 1.577 acc: 0.141] 0:04:57.158699 4643 [D loss: 0.529 R 0.627 F 0.430][D acc: 0.695 R 0.562 F 0.828][G loss: 1.379 acc: 0.109] 0:04:57.249340 4644 [D loss: 0.594 R 0.616 F 0.572][D acc: 0.750 R 0.594 F 0.906][G loss: 1.563 acc: 0.094] 0:04:57.323175 4645 [D loss: 0.502 R 0.542 F 0.463][D acc: 0.711 R 0.594 F 0.828][G loss: 1.350 acc: 0.125] 0:04:57.413582 4646 [D loss: 0.511 R 0.502 F 0.520][D acc: 0.758 R 0.672 F 0.844][G loss: 1.459 acc: 0.078] 0:04:57.494310 4647 [D loss: 0.518 R 0.402 F 0.635][D acc: 0.750 R 0.766 F 0.734][G loss: 1.587 acc: 0.078] 0:04:57.574211 4648 [D loss: 0.525 R 0.652 F 0.399][D acc: 0.742 R 0.594 F 0.891][G loss: 1.546 acc: 0.078] 0:04:57.651532 4649 [D loss: 0.495 R 0.646 F 0.344][D acc: 0.727 R 0.562 F 0.891][G loss: 1.592 acc: 0.016] 0:04:57.732422 4650 [D loss: 0.448 R 0.403 F 0.492][D acc: 0.797 R 0.766 F 0.828][G loss: 1.447 acc: 0.016] 0:04:57.805401 4651 [D loss: 0.486 R 0.485 F 0.486][D acc: 0.758 R 0.703 F 0.812][G loss: 1.568 acc: 0.125] 0:04:57.893788 4652 [D loss: 0.478 R 0.519 F 0.437][D acc: 0.742 R 0.672 F 0.812][G loss: 1.553 acc: 0.109] 0:04:57.986326 4653 [D loss: 0.562 R 0.581 F 0.543][D acc: 0.703 R 0.656 F 0.750][G loss: 1.352 acc: 0.125] 0:04:58.077270 4654 [D loss: 0.566 R 0.673 F 0.458][D acc: 0.742 R 0.641 F 0.844][G loss: 1.464 acc: 0.031] 0:04:58.156238 4655 [D loss: 0.512 R 0.535 F 0.488][D acc: 0.750 R 0.688 F 0.812][G loss: 1.586 acc: 0.031] 0:04:58.241030 4656 [D loss: 0.525 R 0.562 F 0.489][D acc: 0.766 R 0.688 F 0.844][G loss: 1.555 acc: 0.078] 0:04:58.318271 4657 [D loss: 0.457 R 0.521 F 0.393][D acc: 0.781 R 0.688 F 0.875][G loss: 1.466 acc: 0.125] 0:04:58.397082 4658 [D loss: 0.504 R 0.473 F 0.535][D acc: 0.742 R 0.703 F 0.781][G loss: 1.626 acc: 0.047] 0:04:58.485943 4659 [D loss: 0.654 R 0.603 F 0.706][D acc: 0.664 R 0.609 F 0.719][G loss: 1.597 acc: 0.078] 0:04:58.566114 4660 [D loss: 0.433 R 0.414 F 0.452][D acc: 0.828 R 0.781 F 0.875][G loss: 1.672 acc: 0.016] 0:04:58.643631 4661 [D loss: 0.566 R 0.653 F 0.478][D acc: 0.719 R 0.594 F 0.844][G loss: 1.496 acc: 0.078] 0:04:58.733854 4662 [D loss: 0.527 R 0.516 F 0.538][D acc: 0.773 R 0.734 F 0.812][G loss: 1.549 acc: 0.109] 0:04:58.807604 4663 [D loss: 0.474 R 0.483 F 0.465][D acc: 0.750 R 0.656 F 0.844][G loss: 1.635 acc: 0.047] 0:04:58.884048 4664 [D loss: 0.459 R 0.526 F 0.392][D acc: 0.820 R 0.719 F 0.922][G loss: 1.616 acc: 0.094] 0:04:58.964214 4665 [D loss: 0.450 R 0.551 F 0.349][D acc: 0.789 R 0.625 F 0.953][G loss: 1.515 acc: 0.109] 0:04:59.038686 4666 [D loss: 0.663 R 0.653 F 0.673][D acc: 0.641 R 0.578 F 0.703][G loss: 1.597 acc: 0.062] 0:04:59.112893 4667 [D loss: 0.484 R 0.479 F 0.489][D acc: 0.789 R 0.719 F 0.859][G loss: 1.487 acc: 0.094] 0:04:59.200043 4668 [D loss: 0.625 R 0.735 F 0.515][D acc: 0.617 R 0.484 F 0.750][G loss: 1.474 acc: 0.094] 0:04:59.272007 4669 [D loss: 0.424 R 0.349 F 0.499][D acc: 0.812 R 0.797 F 0.828][G loss: 1.578 acc: 0.109] 0:04:59.351609 4670 [D loss: 0.498 R 0.494 F 0.502][D acc: 0.773 R 0.719 F 0.828][G loss: 1.560 acc: 0.016] 0:04:59.430656 4671 [D loss: 0.563 R 0.685 F 0.441][D acc: 0.695 R 0.531 F 0.859][G loss: 1.541 acc: 0.094] 0:04:59.503689 4672 [D loss: 0.470 R 0.516 F 0.424][D acc: 0.742 R 0.656 F 0.828][G loss: 1.531 acc: 0.109] 0:04:59.580601 4673 [D loss: 0.480 R 0.444 F 0.515][D acc: 0.812 R 0.766 F 0.859][G loss: 1.606 acc: 0.047] 0:04:59.665932 4674 [D loss: 0.593 R 0.688 F 0.498][D acc: 0.664 R 0.531 F 0.797][G loss: 1.423 acc: 0.125] 0:04:59.743548 4675 [D loss: 0.435 R 0.504 F 0.366][D acc: 0.812 R 0.734 F 0.891][G loss: 1.495 acc: 0.094] 0:04:59.817981 4676 [D loss: 0.514 R 0.506 F 0.522][D acc: 0.711 R 0.672 F 0.750][G loss: 1.449 acc: 0.062] 0:04:59.896452 4677 [D loss: 0.507 R 0.478 F 0.536][D acc: 0.781 R 0.766 F 0.797][G loss: 1.475 acc: 0.062] 0:04:59.973519 4678 [D loss: 0.538 R 0.528 F 0.548][D acc: 0.719 R 0.672 F 0.766][G loss: 1.324 acc: 0.125] 0:05:00.053249 4679 [D loss: 0.465 R 0.511 F 0.418][D acc: 0.797 R 0.703 F 0.891][G loss: 1.535 acc: 0.141] 0:05:00.132939 4680 [D loss: 0.431 R 0.470 F 0.393][D acc: 0.773 R 0.672 F 0.875][G loss: 1.550 acc: 0.078] 0:05:00.209797 4681 [D loss: 0.470 R 0.463 F 0.477][D acc: 0.812 R 0.766 F 0.859][G loss: 1.531 acc: 0.047] 0:05:00.288090 4682 [D loss: 0.513 R 0.516 F 0.511][D acc: 0.766 R 0.688 F 0.844][G loss: 1.594 acc: 0.109] 0:05:00.369713 4683 [D loss: 0.543 R 0.612 F 0.473][D acc: 0.703 R 0.625 F 0.781][G loss: 1.472 acc: 0.047] 0:05:00.444060 4684 [D loss: 0.573 R 0.638 F 0.508][D acc: 0.656 R 0.562 F 0.750][G loss: 1.459 acc: 0.094] 0:05:00.517380 4685 [D loss: 0.526 R 0.457 F 0.595][D acc: 0.766 R 0.719 F 0.812][G loss: 1.432 acc: 0.125] 0:05:00.601852 4686 [D loss: 0.533 R 0.651 F 0.416][D acc: 0.727 R 0.562 F 0.891][G loss: 1.497 acc: 0.141] 0:05:00.677941 4687 [D loss: 0.481 R 0.495 F 0.467][D acc: 0.758 R 0.703 F 0.812][G loss: 1.377 acc: 0.156] 0:05:00.756489 4688 [D loss: 0.528 R 0.471 F 0.584][D acc: 0.734 R 0.672 F 0.797][G loss: 1.401 acc: 0.109] 0:05:00.834205 4689 [D loss: 0.648 R 0.580 F 0.717][D acc: 0.703 R 0.594 F 0.812][G loss: 1.412 acc: 0.125] 0:05:00.907881 4690 [D loss: 0.583 R 0.596 F 0.570][D acc: 0.703 R 0.625 F 0.781][G loss: 1.358 acc: 0.078] 0:05:00.981982 4691 [D loss: 0.475 R 0.585 F 0.366][D acc: 0.758 R 0.609 F 0.906][G loss: 1.498 acc: 0.047] 0:05:01.063134 4692 [D loss: 0.501 R 0.520 F 0.482][D acc: 0.758 R 0.734 F 0.781][G loss: 1.393 acc: 0.094] 0:05:01.134582 4693 [D loss: 0.459 R 0.447 F 0.470][D acc: 0.797 R 0.719 F 0.875][G loss: 1.417 acc: 0.094] 0:05:01.208951 4694 [D loss: 0.507 R 0.447 F 0.567][D acc: 0.734 R 0.766 F 0.703][G loss: 1.766 acc: 0.031] 0:05:01.289354 4695 [D loss: 0.455 R 0.486 F 0.423][D acc: 0.805 R 0.703 F 0.906][G loss: 1.730 acc: 0.031] 0:05:01.370052 4696 [D loss: 0.431 R 0.439 F 0.422][D acc: 0.812 R 0.750 F 0.875][G loss: 1.622 acc: 0.031] 0:05:01.444801 4697 [D loss: 0.478 R 0.468 F 0.487][D acc: 0.734 R 0.656 F 0.812][G loss: 1.540 acc: 0.078] 0:05:01.530830 4698 [D loss: 0.518 R 0.553 F 0.484][D acc: 0.766 R 0.656 F 0.875][G loss: 1.568 acc: 0.047] 0:05:01.609417 4699 [D loss: 0.628 R 0.620 F 0.637][D acc: 0.703 R 0.578 F 0.828][G loss: 1.727 acc: 0.031] 0:05:01.682628 4700 [D loss: 0.498 R 0.518 F 0.477][D acc: 0.766 R 0.688 F 0.844][G loss: 1.552 acc: 0.047] 0:05:01.766266 4701 [D loss: 0.508 R 0.369 F 0.647][D acc: 0.766 R 0.812 F 0.719][G loss: 1.643 acc: 0.062] 0:05:01.840267 4702 [D loss: 0.530 R 0.592 F 0.467][D acc: 0.766 R 0.672 F 0.859][G loss: 1.640 acc: 0.078] 0:05:01.911030 4703 [D loss: 0.496 R 0.654 F 0.338][D acc: 0.766 R 0.609 F 0.922][G loss: 1.573 acc: 0.078] 0:05:01.990321 4704 [D loss: 0.494 R 0.538 F 0.451][D acc: 0.789 R 0.688 F 0.891][G loss: 1.698 acc: 0.094] 0:05:02.091114 4705 [D loss: 0.479 R 0.496 F 0.463][D acc: 0.766 R 0.688 F 0.844][G loss: 1.572 acc: 0.062] 0:05:02.168560 4706 [D loss: 0.536 R 0.442 F 0.629][D acc: 0.734 R 0.719 F 0.750][G loss: 1.567 acc: 0.047] 0:05:02.246447 4707 [D loss: 0.641 R 0.733 F 0.549][D acc: 0.664 R 0.562 F 0.766][G loss: 1.498 acc: 0.078] 0:05:02.319206 4708 [D loss: 0.681 R 0.783 F 0.579][D acc: 0.648 R 0.469 F 0.828][G loss: 1.475 acc: 0.156] 0:05:02.394544 4709 [D loss: 0.521 R 0.546 F 0.496][D acc: 0.742 R 0.656 F 0.828][G loss: 1.403 acc: 0.047] 0:05:02.474857 4710 [D loss: 0.616 R 0.614 F 0.617][D acc: 0.711 R 0.656 F 0.766][G loss: 1.256 acc: 0.172] 0:05:02.546400 4711 [D loss: 0.474 R 0.498 F 0.450][D acc: 0.805 R 0.750 F 0.859][G loss: 1.430 acc: 0.094] 0:05:02.628865 4712 [D loss: 0.479 R 0.509 F 0.448][D acc: 0.773 R 0.750 F 0.797][G loss: 1.421 acc: 0.078] 0:05:02.710663 4713 [D loss: 0.466 R 0.357 F 0.576][D acc: 0.820 R 0.812 F 0.828][G loss: 1.614 acc: 0.094] 0:05:02.791897 4714 [D loss: 0.509 R 0.493 F 0.526][D acc: 0.789 R 0.750 F 0.828][G loss: 1.456 acc: 0.062] 0:05:02.865539 4715 [D loss: 0.582 R 0.639 F 0.526][D acc: 0.734 R 0.625 F 0.844][G loss: 1.516 acc: 0.094] 0:05:02.954828 4716 [D loss: 0.447 R 0.443 F 0.452][D acc: 0.766 R 0.703 F 0.828][G loss: 1.688 acc: 0.094] 0:05:03.030653 4717 [D loss: 0.505 R 0.504 F 0.507][D acc: 0.781 R 0.703 F 0.859][G loss: 1.304 acc: 0.109] 0:05:03.105439 4718 [D loss: 0.579 R 0.636 F 0.521][D acc: 0.719 R 0.609 F 0.828][G loss: 1.425 acc: 0.109] 0:05:03.193007 4719 [D loss: 0.544 R 0.537 F 0.551][D acc: 0.734 R 0.672 F 0.797][G loss: 1.620 acc: 0.047] 0:05:03.289735 4720 [D loss: 0.621 R 0.715 F 0.527][D acc: 0.695 R 0.547 F 0.844][G loss: 1.383 acc: 0.109] 0:05:03.372439 4721 [D loss: 0.472 R 0.471 F 0.473][D acc: 0.742 R 0.688 F 0.797][G loss: 1.641 acc: 0.031] 0:05:03.460215 4722 [D loss: 0.547 R 0.625 F 0.469][D acc: 0.719 R 0.609 F 0.828][G loss: 1.612 acc: 0.062] 0:05:03.543545 4723 [D loss: 0.477 R 0.511 F 0.444][D acc: 0.820 R 0.719 F 0.922][G loss: 1.412 acc: 0.109] 0:05:03.624151 4724 [D loss: 0.529 R 0.524 F 0.534][D acc: 0.695 R 0.625 F 0.766][G loss: 1.412 acc: 0.078] 0:05:03.709120 4725 [D loss: 0.528 R 0.527 F 0.529][D acc: 0.703 R 0.672 F 0.734][G loss: 1.555 acc: 0.094] 0:05:03.780471 4726 [D loss: 0.467 R 0.525 F 0.408][D acc: 0.758 R 0.656 F 0.859][G loss: 1.490 acc: 0.141] 0:05:03.855680 4727 [D loss: 0.420 R 0.366 F 0.475][D acc: 0.789 R 0.844 F 0.734][G loss: 1.502 acc: 0.094] 0:05:03.933031 4728 [D loss: 0.585 R 0.589 F 0.580][D acc: 0.688 R 0.656 F 0.719][G loss: 1.611 acc: 0.078] 0:05:04.007042 4729 [D loss: 0.551 R 0.569 F 0.534][D acc: 0.727 R 0.625 F 0.828][G loss: 1.684 acc: 0.062] 0:05:04.082513 4730 [D loss: 0.469 R 0.510 F 0.427][D acc: 0.758 R 0.688 F 0.828][G loss: 1.391 acc: 0.125] 0:05:04.169721 4731 [D loss: 0.577 R 0.535 F 0.619][D acc: 0.711 R 0.688 F 0.734][G loss: 1.582 acc: 0.031] 0:05:04.246308 4732 [D loss: 0.503 R 0.490 F 0.516][D acc: 0.758 R 0.703 F 0.812][G loss: 1.658 acc: 0.047] 0:05:04.320985 4733 [D loss: 0.465 R 0.586 F 0.344][D acc: 0.766 R 0.641 F 0.891][G loss: 1.530 acc: 0.047] 0:05:04.401833 4734 [D loss: 0.505 R 0.471 F 0.539][D acc: 0.742 R 0.688 F 0.797][G loss: 1.522 acc: 0.062] 0:05:04.478545 4735 [D loss: 0.516 R 0.517 F 0.515][D acc: 0.789 R 0.719 F 0.859][G loss: 1.437 acc: 0.094] 0:05:04.555864 4736 [D loss: 0.477 R 0.470 F 0.484][D acc: 0.750 R 0.688 F 0.812][G loss: 1.479 acc: 0.094] 0:05:04.644253 4737 [D loss: 0.441 R 0.514 F 0.367][D acc: 0.805 R 0.688 F 0.922][G loss: 1.573 acc: 0.125] 0:05:04.719271 4738 [D loss: 0.600 R 0.500 F 0.700][D acc: 0.727 R 0.688 F 0.766][G loss: 1.412 acc: 0.078] 0:05:04.792457 4739 [D loss: 0.549 R 0.585 F 0.512][D acc: 0.711 R 0.641 F 0.781][G loss: 1.508 acc: 0.078] 0:05:04.886778 4740 [D loss: 0.413 R 0.384 F 0.442][D acc: 0.805 R 0.781 F 0.828][G loss: 1.654 acc: 0.078] 0:05:04.962223 4741 [D loss: 0.484 R 0.450 F 0.518][D acc: 0.766 R 0.734 F 0.797][G loss: 1.713 acc: 0.000] 0:05:05.041381 4742 [D loss: 0.490 R 0.525 F 0.456][D acc: 0.805 R 0.734 F 0.875][G loss: 1.739 acc: 0.062] 0:05:05.127145 4743 [D loss: 0.532 R 0.549 F 0.515][D acc: 0.750 R 0.656 F 0.844][G loss: 1.494 acc: 0.125] 0:05:05.202715 4744 [D loss: 0.516 R 0.648 F 0.385][D acc: 0.734 R 0.562 F 0.906][G loss: 1.567 acc: 0.125] 0:05:05.275631 4745 [D loss: 0.565 R 0.529 F 0.600][D acc: 0.711 R 0.641 F 0.781][G loss: 1.580 acc: 0.078] 0:05:05.354528 4746 [D loss: 0.529 R 0.643 F 0.416][D acc: 0.734 R 0.609 F 0.859][G loss: 1.401 acc: 0.094] 0:05:05.430483 4747 [D loss: 0.565 R 0.541 F 0.589][D acc: 0.742 R 0.719 F 0.766][G loss: 1.522 acc: 0.062] 0:05:05.505215 4748 [D loss: 0.607 R 0.545 F 0.669][D acc: 0.695 R 0.688 F 0.703][G loss: 1.495 acc: 0.094] 0:05:05.588114 4749 [D loss: 0.686 R 0.757 F 0.615][D acc: 0.664 R 0.484 F 0.844][G loss: 1.554 acc: 0.031] 0:05:05.668723 4750 [D loss: 0.614 R 0.791 F 0.437][D acc: 0.664 R 0.453 F 0.875][G loss: 1.355 acc: 0.094] 0:05:05.746012 4751 [D loss: 0.526 R 0.515 F 0.538][D acc: 0.727 R 0.656 F 0.797][G loss: 1.550 acc: 0.016] 0:05:05.827936 4752 [D loss: 0.507 R 0.598 F 0.416][D acc: 0.734 R 0.547 F 0.922][G loss: 1.460 acc: 0.047] 0:05:05.902280 4753 [D loss: 0.461 R 0.495 F 0.427][D acc: 0.773 R 0.703 F 0.844][G loss: 1.567 acc: 0.109] 0:05:05.977514 4754 [D loss: 0.529 R 0.593 F 0.465][D acc: 0.711 R 0.609 F 0.812][G loss: 1.364 acc: 0.188] 0:05:06.066048 4755 [D loss: 0.514 R 0.523 F 0.506][D acc: 0.773 R 0.672 F 0.875][G loss: 1.371 acc: 0.125] 0:05:06.139613 4756 [D loss: 0.457 R 0.478 F 0.435][D acc: 0.789 R 0.719 F 0.859][G loss: 1.458 acc: 0.078] 0:05:06.224845 4757 [D loss: 0.509 R 0.463 F 0.555][D acc: 0.742 R 0.719 F 0.766][G loss: 1.351 acc: 0.094] 0:05:06.315937 4758 [D loss: 0.460 R 0.437 F 0.484][D acc: 0.789 R 0.734 F 0.844][G loss: 1.441 acc: 0.078] 0:05:06.408692 4759 [D loss: 0.582 R 0.610 F 0.555][D acc: 0.711 R 0.641 F 0.781][G loss: 1.484 acc: 0.078] 0:05:06.481780 4760 [D loss: 0.528 R 0.565 F 0.492][D acc: 0.711 R 0.594 F 0.828][G loss: 1.511 acc: 0.047] 0:05:06.568365 4761 [D loss: 0.569 R 0.601 F 0.537][D acc: 0.703 R 0.625 F 0.781][G loss: 1.477 acc: 0.062] 0:05:06.675182 4762 [D loss: 0.515 R 0.477 F 0.552][D acc: 0.750 R 0.734 F 0.766][G loss: 1.501 acc: 0.062] 0:05:06.765040 4763 [D loss: 0.478 R 0.522 F 0.434][D acc: 0.789 R 0.672 F 0.906][G loss: 1.469 acc: 0.125] 0:05:06.843620 4764 [D loss: 0.539 R 0.566 F 0.512][D acc: 0.711 R 0.625 F 0.797][G loss: 1.371 acc: 0.094] 0:05:06.915394 4765 [D loss: 0.461 R 0.441 F 0.481][D acc: 0.789 R 0.734 F 0.844][G loss: 1.487 acc: 0.094] 0:05:07.001081 4766 [D loss: 0.566 R 0.470 F 0.661][D acc: 0.781 R 0.781 F 0.781][G loss: 1.411 acc: 0.109] 0:05:07.078294 4767 [D loss: 0.543 R 0.580 F 0.507][D acc: 0.773 R 0.656 F 0.891][G loss: 1.453 acc: 0.062] 0:05:07.149164 4768 [D loss: 0.581 R 0.580 F 0.581][D acc: 0.727 R 0.656 F 0.797][G loss: 1.558 acc: 0.078] 0:05:07.220960 4769 [D loss: 0.501 R 0.561 F 0.440][D acc: 0.758 R 0.641 F 0.875][G loss: 1.577 acc: 0.062] 0:05:07.311925 4770 [D loss: 0.540 R 0.566 F 0.514][D acc: 0.742 R 0.641 F 0.844][G loss: 1.526 acc: 0.078] 0:05:07.386202 4771 [D loss: 0.441 R 0.469 F 0.413][D acc: 0.805 R 0.766 F 0.844][G loss: 1.493 acc: 0.109] 0:05:07.466766 4772 [D loss: 0.554 R 0.529 F 0.578][D acc: 0.688 R 0.656 F 0.719][G loss: 1.335 acc: 0.172] 0:05:07.553830 4773 [D loss: 0.538 R 0.523 F 0.554][D acc: 0.734 R 0.703 F 0.766][G loss: 1.457 acc: 0.109] 0:05:07.625612 4774 [D loss: 0.497 R 0.459 F 0.535][D acc: 0.805 R 0.750 F 0.859][G loss: 1.595 acc: 0.031] 0:05:07.728375 4775 [D loss: 0.546 R 0.578 F 0.514][D acc: 0.711 R 0.625 F 0.797][G loss: 1.492 acc: 0.094] 0:05:07.818643 4776 [D loss: 0.527 R 0.508 F 0.546][D acc: 0.742 R 0.703 F 0.781][G loss: 1.417 acc: 0.094] 0:05:07.894544 4777 [D loss: 0.500 R 0.599 F 0.400][D acc: 0.766 R 0.672 F 0.859][G loss: 1.491 acc: 0.109] 0:05:07.967938 4778 [D loss: 0.509 R 0.543 F 0.476][D acc: 0.750 R 0.672 F 0.828][G loss: 1.271 acc: 0.078] 0:05:08.050205 4779 [D loss: 0.515 R 0.466 F 0.564][D acc: 0.773 R 0.750 F 0.797][G loss: 1.404 acc: 0.109] 0:05:08.126357 4780 [D loss: 0.572 R 0.590 F 0.554][D acc: 0.703 R 0.594 F 0.812][G loss: 1.422 acc: 0.078] 0:05:08.199694 4781 [D loss: 0.543 R 0.618 F 0.467][D acc: 0.727 R 0.625 F 0.828][G loss: 1.322 acc: 0.078] 0:05:08.280461 4782 [D loss: 0.433 R 0.370 F 0.495][D acc: 0.773 R 0.734 F 0.812][G loss: 1.431 acc: 0.125] 0:05:08.361865 4783 [D loss: 0.510 R 0.536 F 0.484][D acc: 0.742 R 0.656 F 0.828][G loss: 1.462 acc: 0.047] 0:05:08.437395 4784 [D loss: 0.411 R 0.362 F 0.459][D acc: 0.828 R 0.828 F 0.828][G loss: 1.490 acc: 0.109] 0:05:08.519643 4785 [D loss: 0.518 R 0.452 F 0.584][D acc: 0.742 R 0.719 F 0.766][G loss: 1.506 acc: 0.109] 0:05:08.592696 4786 [D loss: 0.496 R 0.558 F 0.433][D acc: 0.734 R 0.625 F 0.844][G loss: 1.696 acc: 0.047] 0:05:08.691641 4787 [D loss: 0.482 R 0.434 F 0.530][D acc: 0.773 R 0.734 F 0.812][G loss: 1.562 acc: 0.031] 0:05:08.772918 4788 [D loss: 0.396 R 0.410 F 0.381][D acc: 0.805 R 0.719 F 0.891][G loss: 1.628 acc: 0.078] 0:05:08.849057 4789 [D loss: 0.522 R 0.477 F 0.568][D acc: 0.766 R 0.750 F 0.781][G loss: 1.460 acc: 0.109] 0:05:08.930525 4790 [D loss: 0.446 R 0.541 F 0.350][D acc: 0.742 R 0.594 F 0.891][G loss: 1.525 acc: 0.125] 0:05:09.011786 4791 [D loss: 0.699 R 0.470 F 0.927][D acc: 0.719 R 0.703 F 0.734][G loss: 1.715 acc: 0.062] 0:05:09.088826 4792 [D loss: 0.521 R 0.663 F 0.378][D acc: 0.797 R 0.672 F 0.922][G loss: 1.546 acc: 0.062] 0:05:09.162599 4793 [D loss: 0.506 R 0.585 F 0.427][D acc: 0.758 R 0.672 F 0.844][G loss: 1.585 acc: 0.062] 0:05:09.241019 4794 [D loss: 0.567 R 0.527 F 0.606][D acc: 0.703 R 0.609 F 0.797][G loss: 1.438 acc: 0.062] 0:05:09.314908 4795 [D loss: 0.496 R 0.531 F 0.461][D acc: 0.727 R 0.656 F 0.797][G loss: 1.517 acc: 0.125] 0:05:09.385882 4796 [D loss: 0.499 R 0.543 F 0.455][D acc: 0.727 R 0.688 F 0.766][G loss: 1.556 acc: 0.094] 0:05:09.466551 4797 [D loss: 0.539 R 0.484 F 0.594][D acc: 0.664 R 0.656 F 0.672][G loss: 1.579 acc: 0.078] 0:05:09.541042 4798 [D loss: 0.586 R 0.519 F 0.653][D acc: 0.711 R 0.688 F 0.734][G loss: 1.600 acc: 0.094] 0:05:09.612518 4799 [D loss: 0.480 R 0.536 F 0.423][D acc: 0.766 R 0.688 F 0.844][G loss: 1.416 acc: 0.109] 0:05:09.697295 4800 [D loss: 0.511 R 0.511 F 0.511][D acc: 0.750 R 0.703 F 0.797][G loss: 1.741 acc: 0.031] 0:05:09.780429 4801 [D loss: 0.494 R 0.623 F 0.365][D acc: 0.750 R 0.625 F 0.875][G loss: 1.514 acc: 0.094] 0:05:09.869973 4802 [D loss: 0.487 R 0.422 F 0.551][D acc: 0.789 R 0.750 F 0.828][G loss: 1.860 acc: 0.078] 0:05:09.945651 4803 [D loss: 0.485 R 0.546 F 0.425][D acc: 0.750 R 0.641 F 0.859][G loss: 1.778 acc: 0.031] 0:05:10.027064 4804 [D loss: 0.476 R 0.498 F 0.453][D acc: 0.789 R 0.688 F 0.891][G loss: 1.497 acc: 0.031] 0:05:10.101860 4805 [D loss: 0.530 R 0.534 F 0.527][D acc: 0.742 R 0.672 F 0.812][G loss: 1.582 acc: 0.047] 0:05:10.179899 4806 [D loss: 0.474 R 0.540 F 0.409][D acc: 0.797 R 0.672 F 0.922][G loss: 1.532 acc: 0.062] 0:05:10.253480 4807 [D loss: 0.602 R 0.475 F 0.730][D acc: 0.719 R 0.734 F 0.703][G loss: 1.606 acc: 0.016] 0:05:10.331257 4808 [D loss: 0.480 R 0.637 F 0.322][D acc: 0.789 R 0.609 F 0.969][G loss: 1.500 acc: 0.094] 0:05:10.409447 4809 [D loss: 0.506 R 0.504 F 0.508][D acc: 0.766 R 0.703 F 0.828][G loss: 1.607 acc: 0.062] 0:05:10.489043 4810 [D loss: 0.508 R 0.592 F 0.423][D acc: 0.758 R 0.641 F 0.875][G loss: 1.478 acc: 0.000] 0:05:10.565356 4811 [D loss: 0.463 R 0.470 F 0.456][D acc: 0.797 R 0.703 F 0.891][G loss: 1.368 acc: 0.172] 0:05:10.642464 4812 [D loss: 0.558 R 0.476 F 0.641][D acc: 0.688 R 0.703 F 0.672][G loss: 1.701 acc: 0.047] 0:05:10.725858 4813 [D loss: 0.596 R 0.492 F 0.700][D acc: 0.750 R 0.703 F 0.797][G loss: 1.640 acc: 0.078] 0:05:10.801109 4814 [D loss: 0.551 R 0.590 F 0.512][D acc: 0.773 R 0.688 F 0.859][G loss: 1.603 acc: 0.062] 0:05:10.881326 4815 [D loss: 0.477 R 0.524 F 0.430][D acc: 0.734 R 0.656 F 0.812][G loss: 1.548 acc: 0.078] 0:05:10.951870 4816 [D loss: 0.524 R 0.597 F 0.450][D acc: 0.758 R 0.703 F 0.812][G loss: 1.718 acc: 0.078] 0:05:11.022416 4817 [D loss: 0.431 R 0.420 F 0.443][D acc: 0.812 R 0.781 F 0.844][G loss: 1.529 acc: 0.047] 0:05:11.110783 4818 [D loss: 0.531 R 0.581 F 0.481][D acc: 0.742 R 0.641 F 0.844][G loss: 1.657 acc: 0.125] 0:05:11.184561 4819 [D loss: 0.459 R 0.442 F 0.476][D acc: 0.828 R 0.766 F 0.891][G loss: 1.825 acc: 0.016] 0:05:11.257028 4820 [D loss: 0.414 R 0.404 F 0.425][D acc: 0.828 R 0.766 F 0.891][G loss: 1.635 acc: 0.016] 0:05:11.335044 4821 [D loss: 0.462 R 0.532 F 0.392][D acc: 0.789 R 0.703 F 0.875][G loss: 1.616 acc: 0.094] 0:05:11.408175 4822 [D loss: 0.496 R 0.512 F 0.480][D acc: 0.766 R 0.672 F 0.859][G loss: 1.634 acc: 0.078] 0:05:11.478564 4823 [D loss: 0.463 R 0.424 F 0.503][D acc: 0.789 R 0.797 F 0.781][G loss: 1.565 acc: 0.078] 0:05:11.550379 4824 [D loss: 0.489 R 0.580 F 0.397][D acc: 0.742 R 0.609 F 0.875][G loss: 1.674 acc: 0.047] 0:05:11.622685 4825 [D loss: 0.633 R 0.566 F 0.700][D acc: 0.711 R 0.656 F 0.766][G loss: 1.521 acc: 0.047] 0:05:11.701922 4826 [D loss: 0.550 R 0.652 F 0.449][D acc: 0.719 R 0.594 F 0.844][G loss: 1.678 acc: 0.016] 0:05:11.789141 4827 [D loss: 0.516 R 0.594 F 0.438][D acc: 0.789 R 0.641 F 0.938][G loss: 1.494 acc: 0.062] 0:05:11.863225 4828 [D loss: 0.564 R 0.643 F 0.484][D acc: 0.734 R 0.609 F 0.859][G loss: 1.388 acc: 0.125] 0:05:11.939859 4829 [D loss: 0.585 R 0.597 F 0.573][D acc: 0.734 R 0.609 F 0.859][G loss: 1.318 acc: 0.141] 0:05:12.019322 4830 [D loss: 0.380 R 0.395 F 0.365][D acc: 0.828 R 0.734 F 0.922][G loss: 1.572 acc: 0.109] 0:05:12.092302 4831 [D loss: 0.485 R 0.478 F 0.492][D acc: 0.781 R 0.734 F 0.828][G loss: 1.627 acc: 0.078] 0:05:12.163558 4832 [D loss: 0.554 R 0.582 F 0.527][D acc: 0.727 R 0.656 F 0.797][G loss: 1.416 acc: 0.078] 0:05:12.243789 4833 [D loss: 0.517 R 0.651 F 0.382][D acc: 0.742 R 0.609 F 0.875][G loss: 1.414 acc: 0.172] 0:05:12.316972 4834 [D loss: 0.438 R 0.366 F 0.509][D acc: 0.820 R 0.828 F 0.812][G loss: 1.581 acc: 0.062] 0:05:12.386987 4835 [D loss: 0.504 R 0.555 F 0.453][D acc: 0.695 R 0.609 F 0.781][G loss: 2.168 acc: 0.031] 0:05:12.476280 4836 [D loss: 0.727 R 0.940 F 0.514][D acc: 0.680 R 0.516 F 0.844][G loss: 1.366 acc: 0.047] 0:05:12.551874 4837 [D loss: 0.467 R 0.431 F 0.503][D acc: 0.805 R 0.781 F 0.828][G loss: 1.481 acc: 0.094] 0:05:12.624446 4838 [D loss: 0.468 R 0.351 F 0.586][D acc: 0.789 R 0.828 F 0.750][G loss: 1.524 acc: 0.047] 0:05:12.722058 4839 [D loss: 0.539 R 0.485 F 0.594][D acc: 0.727 R 0.719 F 0.734][G loss: 1.489 acc: 0.078] 0:05:12.799429 4840 [D loss: 0.543 R 0.536 F 0.549][D acc: 0.734 R 0.672 F 0.797][G loss: 1.587 acc: 0.016] 0:05:12.872993 4841 [D loss: 0.540 R 0.615 F 0.466][D acc: 0.742 R 0.641 F 0.844][G loss: 1.476 acc: 0.141] 0:05:12.953496 4842 [D loss: 0.500 R 0.511 F 0.489][D acc: 0.781 R 0.703 F 0.859][G loss: 1.446 acc: 0.109] 0:05:13.028826 4843 [D loss: 0.489 R 0.466 F 0.512][D acc: 0.781 R 0.703 F 0.859][G loss: 1.530 acc: 0.078] 0:05:13.102487 4844 [D loss: 0.482 R 0.509 F 0.455][D acc: 0.789 R 0.734 F 0.844][G loss: 1.532 acc: 0.125] 0:05:13.195120 4845 [D loss: 0.539 R 0.570 F 0.508][D acc: 0.734 R 0.625 F 0.844][G loss: 1.560 acc: 0.047] 0:05:13.289906 4846 [D loss: 0.521 R 0.479 F 0.563][D acc: 0.742 R 0.719 F 0.766][G loss: 1.662 acc: 0.031] 0:05:13.366680 4847 [D loss: 0.510 R 0.553 F 0.467][D acc: 0.781 R 0.672 F 0.891][G loss: 1.668 acc: 0.062] 0:05:13.448867 4848 [D loss: 0.452 R 0.387 F 0.517][D acc: 0.805 R 0.781 F 0.828][G loss: 1.822 acc: 0.078] 0:05:13.524480 4849 [D loss: 0.532 R 0.578 F 0.485][D acc: 0.727 R 0.641 F 0.812][G loss: 1.814 acc: 0.031] 0:05:13.597953 4850 [D loss: 0.679 R 0.867 F 0.490][D acc: 0.641 R 0.453 F 0.828][G loss: 1.380 acc: 0.031] 0:05:13.678103 4851 [D loss: 0.506 R 0.569 F 0.442][D acc: 0.734 R 0.641 F 0.828][G loss: 1.510 acc: 0.062] 0:05:13.759795 4852 [D loss: 0.470 R 0.481 F 0.459][D acc: 0.797 R 0.750 F 0.844][G loss: 1.352 acc: 0.141] 0:05:13.846317 4853 [D loss: 0.554 R 0.637 F 0.472][D acc: 0.727 R 0.656 F 0.797][G loss: 1.537 acc: 0.125] 0:05:13.926327 4854 [D loss: 0.444 R 0.459 F 0.429][D acc: 0.758 R 0.703 F 0.812][G loss: 1.354 acc: 0.109] 0:05:13.998722 4855 [D loss: 0.425 R 0.411 F 0.439][D acc: 0.781 R 0.766 F 0.797][G loss: 1.323 acc: 0.188] 0:05:14.069842 4856 [D loss: 0.545 R 0.500 F 0.591][D acc: 0.711 R 0.688 F 0.734][G loss: 1.629 acc: 0.062] 0:05:14.150979 4857 [D loss: 0.518 R 0.651 F 0.385][D acc: 0.789 R 0.688 F 0.891][G loss: 1.586 acc: 0.047] 0:05:14.229634 4858 [D loss: 0.442 R 0.477 F 0.407][D acc: 0.789 R 0.703 F 0.875][G loss: 1.506 acc: 0.078] 0:05:14.319628 4859 [D loss: 0.422 R 0.408 F 0.437][D acc: 0.789 R 0.734 F 0.844][G loss: 1.534 acc: 0.062] 0:05:14.414528 4860 [D loss: 0.569 R 0.369 F 0.769][D acc: 0.773 R 0.781 F 0.766][G loss: 1.634 acc: 0.016] 0:05:14.510425 4861 [D loss: 0.532 R 0.611 F 0.454][D acc: 0.703 R 0.609 F 0.797][G loss: 1.443 acc: 0.094] 0:05:14.586986 4862 [D loss: 0.495 R 0.563 F 0.427][D acc: 0.766 R 0.672 F 0.859][G loss: 1.463 acc: 0.094] 0:05:14.668892 4863 [D loss: 0.474 R 0.539 F 0.409][D acc: 0.820 R 0.719 F 0.922][G loss: 1.507 acc: 0.109] 0:05:14.750750 4864 [D loss: 0.601 R 0.357 F 0.845][D acc: 0.734 R 0.781 F 0.688][G loss: 1.499 acc: 0.078] 0:05:14.831251 4865 [D loss: 0.512 R 0.635 F 0.390][D acc: 0.719 R 0.562 F 0.875][G loss: 1.522 acc: 0.078] 0:05:14.913710 4866 [D loss: 0.523 R 0.501 F 0.545][D acc: 0.719 R 0.672 F 0.766][G loss: 1.553 acc: 0.078] 0:05:14.985007 4867 [D loss: 0.496 R 0.471 F 0.521][D acc: 0.742 R 0.734 F 0.750][G loss: 1.528 acc: 0.125] 0:05:15.055335 4868 [D loss: 0.589 R 0.670 F 0.507][D acc: 0.641 R 0.547 F 0.734][G loss: 1.515 acc: 0.078] 0:05:15.127540 4869 [D loss: 0.425 R 0.410 F 0.439][D acc: 0.820 R 0.797 F 0.844][G loss: 1.652 acc: 0.109] 0:05:15.199554 4870 [D loss: 0.489 R 0.472 F 0.505][D acc: 0.766 R 0.703 F 0.828][G loss: 1.569 acc: 0.094] 0:05:15.277932 4871 [D loss: 0.421 R 0.361 F 0.482][D acc: 0.852 R 0.844 F 0.859][G loss: 1.475 acc: 0.094] 0:05:15.363617 4872 [D loss: 0.496 R 0.441 F 0.552][D acc: 0.734 R 0.688 F 0.781][G loss: 1.861 acc: 0.031] 0:05:15.454205 4873 [D loss: 0.505 R 0.572 F 0.439][D acc: 0.758 R 0.688 F 0.828][G loss: 1.679 acc: 0.031] 0:05:15.525482 4874 [D loss: 0.486 R 0.522 F 0.450][D acc: 0.766 R 0.688 F 0.844][G loss: 1.570 acc: 0.109] 0:05:15.606189 4875 [D loss: 0.505 R 0.616 F 0.394][D acc: 0.781 R 0.672 F 0.891][G loss: 1.461 acc: 0.031] 0:05:15.679132 4876 [D loss: 0.674 R 0.556 F 0.791][D acc: 0.672 R 0.609 F 0.734][G loss: 1.555 acc: 0.047] 0:05:15.754629 4877 [D loss: 0.643 R 0.788 F 0.499][D acc: 0.641 R 0.484 F 0.797][G loss: 1.301 acc: 0.109] 0:05:15.835470 4878 [D loss: 0.645 R 0.608 F 0.682][D acc: 0.648 R 0.609 F 0.688][G loss: 1.480 acc: 0.047] 0:05:15.917570 4879 [D loss: 0.502 R 0.614 F 0.390][D acc: 0.742 R 0.578 F 0.906][G loss: 1.489 acc: 0.047] 0:05:15.989714 4880 [D loss: 0.495 R 0.432 F 0.559][D acc: 0.820 R 0.781 F 0.859][G loss: 1.406 acc: 0.094] 0:05:16.066460 4881 [D loss: 0.425 R 0.441 F 0.410][D acc: 0.828 R 0.781 F 0.875][G loss: 1.421 acc: 0.031] 0:05:16.139275 4882 [D loss: 0.474 R 0.450 F 0.498][D acc: 0.781 R 0.734 F 0.828][G loss: 1.539 acc: 0.156] 0:05:16.214824 4883 [D loss: 0.471 R 0.466 F 0.475][D acc: 0.828 R 0.781 F 0.875][G loss: 1.560 acc: 0.109] 0:05:16.291453 4884 [D loss: 0.442 R 0.341 F 0.543][D acc: 0.797 R 0.844 F 0.750][G loss: 1.552 acc: 0.078] 0:05:16.363908 4885 [D loss: 0.535 R 0.547 F 0.522][D acc: 0.719 R 0.719 F 0.719][G loss: 1.629 acc: 0.062] 0:05:16.435216 4886 [D loss: 0.490 R 0.521 F 0.459][D acc: 0.766 R 0.734 F 0.797][G loss: 1.567 acc: 0.125] 0:05:16.516765 4887 [D loss: 0.498 R 0.519 F 0.476][D acc: 0.758 R 0.656 F 0.859][G loss: 1.452 acc: 0.078] 0:05:16.596571 4888 [D loss: 0.443 R 0.458 F 0.428][D acc: 0.828 R 0.781 F 0.875][G loss: 1.353 acc: 0.109] 0:05:16.669638 4889 [D loss: 0.389 R 0.313 F 0.466][D acc: 0.836 R 0.859 F 0.812][G loss: 1.642 acc: 0.078] 0:05:16.750798 4890 [D loss: 0.512 R 0.559 F 0.466][D acc: 0.773 R 0.719 F 0.828][G loss: 1.656 acc: 0.141] 0:05:16.835857 4891 [D loss: 0.467 R 0.526 F 0.408][D acc: 0.773 R 0.672 F 0.875][G loss: 1.702 acc: 0.031] 0:05:16.910103 4892 [D loss: 0.545 R 0.551 F 0.539][D acc: 0.734 R 0.688 F 0.781][G loss: 1.646 acc: 0.094] 0:05:16.994877 4893 [D loss: 0.467 R 0.509 F 0.425][D acc: 0.781 R 0.703 F 0.859][G loss: 1.705 acc: 0.078] 0:05:17.068544 4894 [D loss: 0.467 R 0.477 F 0.457][D acc: 0.773 R 0.734 F 0.812][G loss: 1.583 acc: 0.094] 0:05:17.156158 4895 [D loss: 0.504 R 0.467 F 0.541][D acc: 0.789 R 0.750 F 0.828][G loss: 1.665 acc: 0.047] 0:05:17.233958 4896 [D loss: 0.377 R 0.445 F 0.310][D acc: 0.820 R 0.734 F 0.906][G loss: 1.729 acc: 0.078] 0:05:17.314821 4897 [D loss: 0.553 R 0.504 F 0.602][D acc: 0.727 R 0.688 F 0.766][G loss: 1.696 acc: 0.031] 0:05:17.387934 4898 [D loss: 0.491 R 0.602 F 0.380][D acc: 0.773 R 0.656 F 0.891][G loss: 1.747 acc: 0.078] 0:05:17.465823 4899 [D loss: 0.511 R 0.564 F 0.459][D acc: 0.734 R 0.688 F 0.781][G loss: 1.583 acc: 0.172] 0:05:17.545773 4900 [D loss: 0.582 R 0.601 F 0.564][D acc: 0.727 R 0.672 F 0.781][G loss: 1.497 acc: 0.125] 0:05:17.619100 4901 [D loss: 0.431 R 0.499 F 0.363][D acc: 0.797 R 0.719 F 0.875][G loss: 1.701 acc: 0.125] 0:05:17.700691 4902 [D loss: 0.556 R 0.550 F 0.562][D acc: 0.742 R 0.672 F 0.812][G loss: 1.829 acc: 0.047] 0:05:17.775525 4903 [D loss: 0.573 R 0.680 F 0.465][D acc: 0.719 R 0.594 F 0.844][G loss: 1.391 acc: 0.125] 0:05:17.870394 4904 [D loss: 0.528 R 0.502 F 0.554][D acc: 0.742 R 0.719 F 0.766][G loss: 1.569 acc: 0.062] 0:05:17.955986 4905 [D loss: 0.599 R 0.669 F 0.529][D acc: 0.664 R 0.547 F 0.781][G loss: 1.441 acc: 0.125] 0:05:18.033231 4906 [D loss: 0.586 R 0.558 F 0.614][D acc: 0.680 R 0.625 F 0.734][G loss: 1.530 acc: 0.109] 0:05:18.107957 4907 [D loss: 0.526 R 0.624 F 0.429][D acc: 0.781 R 0.688 F 0.875][G loss: 1.486 acc: 0.172] 0:05:18.186637 4908 [D loss: 0.557 R 0.639 F 0.474][D acc: 0.727 R 0.625 F 0.828][G loss: 1.610 acc: 0.078] 0:05:18.258169 4909 [D loss: 0.570 R 0.497 F 0.643][D acc: 0.680 R 0.656 F 0.703][G loss: 1.548 acc: 0.141] 0:05:18.331745 4910 [D loss: 0.498 R 0.568 F 0.427][D acc: 0.734 R 0.641 F 0.828][G loss: 1.350 acc: 0.141] 0:05:18.413556 4911 [D loss: 0.524 R 0.489 F 0.559][D acc: 0.703 R 0.703 F 0.703][G loss: 1.438 acc: 0.094] 0:05:18.488951 4912 [D loss: 0.524 R 0.468 F 0.579][D acc: 0.742 R 0.688 F 0.797][G loss: 1.652 acc: 0.031] 0:05:18.561432 4913 [D loss: 0.547 R 0.581 F 0.512][D acc: 0.711 R 0.625 F 0.797][G loss: 1.546 acc: 0.062] 0:05:18.650051 4914 [D loss: 0.547 R 0.489 F 0.606][D acc: 0.781 R 0.750 F 0.812][G loss: 1.494 acc: 0.062] 0:05:18.727048 4915 [D loss: 0.463 R 0.487 F 0.440][D acc: 0.758 R 0.672 F 0.844][G loss: 1.659 acc: 0.062] 0:05:18.804676 4916 [D loss: 0.448 R 0.530 F 0.366][D acc: 0.797 R 0.719 F 0.875][G loss: 1.364 acc: 0.125] 0:05:18.884779 4917 [D loss: 0.505 R 0.522 F 0.489][D acc: 0.805 R 0.719 F 0.891][G loss: 1.506 acc: 0.156] 0:05:18.966057 4918 [D loss: 0.505 R 0.382 F 0.628][D acc: 0.750 R 0.781 F 0.719][G loss: 1.433 acc: 0.125] 0:05:19.044830 4919 [D loss: 0.499 R 0.567 F 0.431][D acc: 0.766 R 0.688 F 0.844][G loss: 1.529 acc: 0.109] 0:05:19.124592 4920 [D loss: 0.483 R 0.371 F 0.596][D acc: 0.750 R 0.781 F 0.719][G loss: 1.736 acc: 0.047] 0:05:19.199663 4921 [D loss: 0.534 R 0.648 F 0.420][D acc: 0.688 R 0.562 F 0.812][G loss: 1.569 acc: 0.016] 0:05:19.270737 4922 [D loss: 0.488 R 0.500 F 0.477][D acc: 0.766 R 0.703 F 0.828][G loss: 1.718 acc: 0.125] 0:05:19.356001 4923 [D loss: 0.410 R 0.432 F 0.388][D acc: 0.836 R 0.797 F 0.875][G loss: 1.627 acc: 0.047] 0:05:19.430095 4924 [D loss: 0.527 R 0.573 F 0.480][D acc: 0.758 R 0.703 F 0.812][G loss: 1.571 acc: 0.078] 0:05:19.506376 4925 [D loss: 0.466 R 0.473 F 0.459][D acc: 0.773 R 0.734 F 0.812][G loss: 1.569 acc: 0.062] 0:05:19.586195 4926 [D loss: 0.537 R 0.581 F 0.493][D acc: 0.734 R 0.656 F 0.812][G loss: 1.510 acc: 0.156] 0:05:19.659894 4927 [D loss: 0.589 R 0.573 F 0.605][D acc: 0.773 R 0.734 F 0.812][G loss: 1.597 acc: 0.031] 0:05:19.739703 4928 [D loss: 0.535 R 0.694 F 0.376][D acc: 0.742 R 0.578 F 0.906][G loss: 1.575 acc: 0.141] 0:05:19.829987 4929 [D loss: 0.472 R 0.361 F 0.583][D acc: 0.773 R 0.766 F 0.781][G loss: 1.571 acc: 0.094] 0:05:19.903574 4930 [D loss: 0.495 R 0.536 F 0.455][D acc: 0.781 R 0.672 F 0.891][G loss: 1.694 acc: 0.094] 0:05:19.988335 4931 [D loss: 0.475 R 0.523 F 0.428][D acc: 0.789 R 0.719 F 0.859][G loss: 1.527 acc: 0.094] 0:05:20.069556 4932 [D loss: 0.421 R 0.463 F 0.379][D acc: 0.828 R 0.781 F 0.875][G loss: 1.614 acc: 0.109] 0:05:20.143301 4933 [D loss: 0.536 R 0.535 F 0.537][D acc: 0.680 R 0.641 F 0.719][G loss: 1.623 acc: 0.047] 0:05:20.219530 4934 [D loss: 0.537 R 0.485 F 0.588][D acc: 0.758 R 0.766 F 0.750][G loss: 1.632 acc: 0.047] 0:05:20.300577 4935 [D loss: 0.472 R 0.516 F 0.428][D acc: 0.758 R 0.703 F 0.812][G loss: 1.479 acc: 0.125] 0:05:20.372320 4936 [D loss: 0.438 R 0.456 F 0.420][D acc: 0.781 R 0.750 F 0.812][G loss: 1.571 acc: 0.062] 0:05:20.446712 4937 [D loss: 0.595 R 0.582 F 0.608][D acc: 0.711 R 0.656 F 0.766][G loss: 1.640 acc: 0.062] 0:05:20.536344 4938 [D loss: 0.502 R 0.532 F 0.472][D acc: 0.719 R 0.656 F 0.781][G loss: 1.737 acc: 0.094] 0:05:20.610240 4939 [D loss: 0.402 R 0.409 F 0.395][D acc: 0.812 R 0.766 F 0.859][G loss: 1.720 acc: 0.094] 0:05:20.691136 4940 [D loss: 0.502 R 0.464 F 0.540][D acc: 0.758 R 0.734 F 0.781][G loss: 1.588 acc: 0.062] 0:05:20.774570 4941 [D loss: 0.527 R 0.572 F 0.481][D acc: 0.742 R 0.656 F 0.828][G loss: 1.499 acc: 0.062] 0:05:20.853707 4942 [D loss: 0.536 R 0.530 F 0.541][D acc: 0.719 R 0.688 F 0.750][G loss: 1.753 acc: 0.094] 0:05:20.924595 4943 [D loss: 0.493 R 0.548 F 0.437][D acc: 0.742 R 0.641 F 0.844][G loss: 1.536 acc: 0.094] 0:05:21.009614 4944 [D loss: 0.469 R 0.543 F 0.394][D acc: 0.789 R 0.703 F 0.875][G loss: 1.597 acc: 0.125] 0:05:21.084172 4945 [D loss: 0.425 R 0.434 F 0.416][D acc: 0.805 R 0.734 F 0.875][G loss: 1.379 acc: 0.062] 0:05:21.156997 4946 [D loss: 0.441 R 0.378 F 0.505][D acc: 0.828 R 0.781 F 0.875][G loss: 1.559 acc: 0.109] 0:05:21.236056 4947 [D loss: 0.483 R 0.485 F 0.482][D acc: 0.812 R 0.734 F 0.891][G loss: 1.507 acc: 0.078] 0:05:21.310803 4948 [D loss: 0.492 R 0.423 F 0.560][D acc: 0.742 R 0.766 F 0.719][G loss: 1.740 acc: 0.062] 0:05:21.391145 4949 [D loss: 0.509 R 0.557 F 0.462][D acc: 0.734 R 0.656 F 0.812][G loss: 1.660 acc: 0.062] 0:05:21.475917 4950 [D loss: 0.515 R 0.634 F 0.396][D acc: 0.758 R 0.609 F 0.906][G loss: 1.521 acc: 0.125] 0:05:21.554341 4951 [D loss: 0.519 R 0.504 F 0.533][D acc: 0.734 R 0.719 F 0.750][G loss: 1.492 acc: 0.109] 0:05:21.633226 4952 [D loss: 0.417 R 0.463 F 0.372][D acc: 0.797 R 0.719 F 0.875][G loss: 1.631 acc: 0.109] 0:05:21.741981 4953 [D loss: 0.507 R 0.577 F 0.436][D acc: 0.758 R 0.625 F 0.891][G loss: 1.495 acc: 0.125] 0:05:21.826646 4954 [D loss: 0.599 R 0.417 F 0.781][D acc: 0.711 R 0.750 F 0.672][G loss: 1.625 acc: 0.047] 0:05:21.906285 4955 [D loss: 0.422 R 0.407 F 0.437][D acc: 0.766 R 0.719 F 0.812][G loss: 1.679 acc: 0.047] 0:05:21.997318 4956 [D loss: 0.427 R 0.462 F 0.392][D acc: 0.797 R 0.688 F 0.906][G loss: 1.673 acc: 0.078] 0:05:22.077359 4957 [D loss: 0.436 R 0.447 F 0.425][D acc: 0.797 R 0.734 F 0.859][G loss: 1.622 acc: 0.109] 0:05:22.150212 4958 [D loss: 0.569 R 0.660 F 0.479][D acc: 0.688 R 0.578 F 0.797][G loss: 1.519 acc: 0.078] 0:05:22.234667 4959 [D loss: 0.422 R 0.424 F 0.421][D acc: 0.797 R 0.750 F 0.844][G loss: 1.796 acc: 0.094] 0:05:22.308011 4960 [D loss: 0.464 R 0.489 F 0.438][D acc: 0.789 R 0.734 F 0.844][G loss: 1.723 acc: 0.031] 0:05:22.380800 4961 [D loss: 0.453 R 0.475 F 0.430][D acc: 0.773 R 0.688 F 0.859][G loss: 1.467 acc: 0.094] 0:05:22.459992 4962 [D loss: 0.513 R 0.494 F 0.531][D acc: 0.719 R 0.641 F 0.797][G loss: 1.762 acc: 0.078] 0:05:22.534898 4963 [D loss: 0.372 R 0.356 F 0.388][D acc: 0.828 R 0.781 F 0.875][G loss: 1.700 acc: 0.078] 0:05:22.607027 4964 [D loss: 0.482 R 0.529 F 0.434][D acc: 0.750 R 0.672 F 0.828][G loss: 1.588 acc: 0.109] 0:05:22.686410 4965 [D loss: 0.488 R 0.458 F 0.518][D acc: 0.797 R 0.750 F 0.844][G loss: 1.904 acc: 0.062] 0:05:22.769727 4966 [D loss: 0.517 R 0.471 F 0.563][D acc: 0.773 R 0.703 F 0.844][G loss: 1.823 acc: 0.047] 0:05:22.848267 4967 [D loss: 0.601 R 0.799 F 0.402][D acc: 0.695 R 0.547 F 0.844][G loss: 1.640 acc: 0.109] 0:05:22.932008 4968 [D loss: 0.571 R 0.541 F 0.602][D acc: 0.688 R 0.656 F 0.719][G loss: 1.450 acc: 0.172] 0:05:23.022593 4969 [D loss: 0.417 R 0.483 F 0.351][D acc: 0.828 R 0.750 F 0.906][G loss: 1.646 acc: 0.062] 0:05:23.097381 4970 [D loss: 0.683 R 0.550 F 0.816][D acc: 0.641 R 0.609 F 0.672][G loss: 1.558 acc: 0.141] 0:05:23.185636 4971 [D loss: 0.452 R 0.533 F 0.371][D acc: 0.797 R 0.672 F 0.922][G loss: 1.698 acc: 0.109] 0:05:23.257113 4972 [D loss: 0.578 R 0.609 F 0.547][D acc: 0.680 R 0.625 F 0.734][G loss: 1.508 acc: 0.062] 0:05:23.332122 4973 [D loss: 0.488 R 0.530 F 0.446][D acc: 0.742 R 0.734 F 0.750][G loss: 1.645 acc: 0.062] 0:05:23.410478 4974 [D loss: 0.503 R 0.500 F 0.505][D acc: 0.766 R 0.750 F 0.781][G loss: 1.549 acc: 0.094] 0:05:23.490477 4975 [D loss: 0.550 R 0.597 F 0.503][D acc: 0.727 R 0.641 F 0.812][G loss: 1.554 acc: 0.062] 0:05:23.584543 4976 [D loss: 0.421 R 0.401 F 0.442][D acc: 0.812 R 0.781 F 0.844][G loss: 1.690 acc: 0.062] 0:05:23.660800 4977 [D loss: 0.533 R 0.477 F 0.590][D acc: 0.812 R 0.766 F 0.859][G loss: 1.661 acc: 0.047] 0:05:23.741367 4978 [D loss: 0.467 R 0.486 F 0.449][D acc: 0.781 R 0.734 F 0.828][G loss: 1.605 acc: 0.078] 0:05:23.813532 4979 [D loss: 0.518 R 0.612 F 0.425][D acc: 0.742 R 0.609 F 0.875][G loss: 1.447 acc: 0.094] 0:05:23.896121 4980 [D loss: 0.536 R 0.486 F 0.586][D acc: 0.766 R 0.734 F 0.797][G loss: 1.541 acc: 0.109] 0:05:23.974562 4981 [D loss: 0.529 R 0.471 F 0.586][D acc: 0.734 R 0.750 F 0.719][G loss: 1.635 acc: 0.062] 0:05:24.045421 4982 [D loss: 0.548 R 0.559 F 0.538][D acc: 0.734 R 0.656 F 0.812][G loss: 1.455 acc: 0.141] 0:05:24.133296 4983 [D loss: 0.502 R 0.607 F 0.397][D acc: 0.773 R 0.625 F 0.922][G loss: 1.535 acc: 0.109] 0:05:24.207740 4984 [D loss: 0.491 R 0.462 F 0.520][D acc: 0.773 R 0.734 F 0.812][G loss: 1.593 acc: 0.047] 0:05:24.283532 4985 [D loss: 0.516 R 0.541 F 0.491][D acc: 0.766 R 0.688 F 0.844][G loss: 1.372 acc: 0.156] 0:05:24.365586 4986 [D loss: 0.542 R 0.563 F 0.520][D acc: 0.758 R 0.672 F 0.844][G loss: 1.626 acc: 0.047] 0:05:24.438462 4987 [D loss: 0.584 R 0.619 F 0.549][D acc: 0.727 R 0.656 F 0.797][G loss: 1.496 acc: 0.109] 0:05:24.513708 4988 [D loss: 0.562 R 0.502 F 0.622][D acc: 0.766 R 0.688 F 0.844][G loss: 1.438 acc: 0.031] 0:05:24.597742 4989 [D loss: 0.522 R 0.558 F 0.486][D acc: 0.742 R 0.672 F 0.812][G loss: 1.755 acc: 0.047] 0:05:24.681804 4990 [D loss: 0.570 R 0.501 F 0.639][D acc: 0.719 R 0.703 F 0.734][G loss: 1.559 acc: 0.062] 0:05:24.765100 4991 [D loss: 0.589 R 0.702 F 0.476][D acc: 0.680 R 0.516 F 0.844][G loss: 1.465 acc: 0.094] 0:05:24.866700 4992 [D loss: 0.475 R 0.502 F 0.448][D acc: 0.797 R 0.734 F 0.859][G loss: 1.483 acc: 0.078] 0:05:24.948574 4993 [D loss: 0.516 R 0.569 F 0.464][D acc: 0.734 R 0.656 F 0.812][G loss: 1.557 acc: 0.047] 0:05:25.022468 4994 [D loss: 0.516 R 0.543 F 0.490][D acc: 0.758 R 0.719 F 0.797][G loss: 1.408 acc: 0.109] 0:05:25.113020 4995 [D loss: 0.413 R 0.466 F 0.360][D acc: 0.766 R 0.641 F 0.891][G loss: 1.414 acc: 0.203] 0:05:25.189000 4996 [D loss: 0.383 R 0.301 F 0.464][D acc: 0.844 R 0.859 F 0.828][G loss: 1.653 acc: 0.047] 0:05:25.267892 4997 [D loss: 0.650 R 0.641 F 0.659][D acc: 0.688 R 0.547 F 0.828][G loss: 1.537 acc: 0.062] 0:05:25.350282 4998 [D loss: 0.460 R 0.522 F 0.398][D acc: 0.812 R 0.703 F 0.922][G loss: 1.598 acc: 0.078] 0:05:25.429921 4999 [D loss: 0.519 R 0.444 F 0.594][D acc: 0.750 R 0.734 F 0.766][G loss: 1.566 acc: 0.031] 0:05:25.504291 5000 [D loss: 0.452 R 0.420 F 0.484][D acc: 0.766 R 0.734 F 0.797][G loss: 1.619 acc: 0.078] 0:05:25.592333 5001 [D loss: 0.512 R 0.565 F 0.460][D acc: 0.781 R 0.734 F 0.828][G loss: 1.652 acc: 0.047] 0:05:25.667799 5002 [D loss: 0.583 R 0.722 F 0.444][D acc: 0.711 R 0.562 F 0.859][G loss: 1.454 acc: 0.188] 0:05:25.744829 5003 [D loss: 0.498 R 0.549 F 0.447][D acc: 0.766 R 0.672 F 0.859][G loss: 1.813 acc: 0.031] 0:05:25.824688 5004 [D loss: 0.629 R 0.787 F 0.471][D acc: 0.703 R 0.531 F 0.875][G loss: 1.410 acc: 0.031] 0:05:25.904915 5005 [D loss: 0.529 R 0.593 F 0.465][D acc: 0.750 R 0.672 F 0.828][G loss: 1.313 acc: 0.156] 0:05:25.977116 5006 [D loss: 0.543 R 0.484 F 0.602][D acc: 0.719 R 0.656 F 0.781][G loss: 1.550 acc: 0.047] 0:05:26.055774 5007 [D loss: 0.507 R 0.517 F 0.496][D acc: 0.750 R 0.703 F 0.797][G loss: 1.432 acc: 0.078] 0:05:26.128965 5008 [D loss: 0.583 R 0.695 F 0.472][D acc: 0.695 R 0.625 F 0.766][G loss: 1.458 acc: 0.125] 0:05:26.219863 5009 [D loss: 0.474 R 0.532 F 0.416][D acc: 0.781 R 0.672 F 0.891][G loss: 1.686 acc: 0.047] 0:05:26.311552 5010 [D loss: 0.524 R 0.578 F 0.471][D acc: 0.719 R 0.656 F 0.781][G loss: 1.414 acc: 0.062] 0:05:26.389100 5011 [D loss: 0.472 R 0.437 F 0.507][D acc: 0.773 R 0.750 F 0.797][G loss: 1.471 acc: 0.141] 0:05:26.477327 5012 [D loss: 0.495 R 0.476 F 0.513][D acc: 0.766 R 0.719 F 0.812][G loss: 1.616 acc: 0.047] 0:05:26.558987 5013 [D loss: 0.563 R 0.591 F 0.534][D acc: 0.719 R 0.625 F 0.812][G loss: 1.456 acc: 0.016] 0:05:26.633547 5014 [D loss: 0.609 R 0.574 F 0.644][D acc: 0.688 R 0.625 F 0.750][G loss: 1.544 acc: 0.062] 0:05:26.725353 5015 [D loss: 0.503 R 0.591 F 0.415][D acc: 0.727 R 0.578 F 0.875][G loss: 1.558 acc: 0.016] 0:05:26.813332 5016 [D loss: 0.543 R 0.598 F 0.489][D acc: 0.703 R 0.594 F 0.812][G loss: 1.360 acc: 0.047] 0:05:26.893050 5017 [D loss: 0.471 R 0.519 F 0.424][D acc: 0.797 R 0.688 F 0.906][G loss: 1.454 acc: 0.109] 0:05:26.984077 5018 [D loss: 0.558 R 0.468 F 0.649][D acc: 0.695 R 0.719 F 0.672][G loss: 1.436 acc: 0.094] 0:05:27.077279 5019 [D loss: 0.548 R 0.627 F 0.469][D acc: 0.727 R 0.578 F 0.875][G loss: 1.436 acc: 0.156] 0:05:27.151002 5020 [D loss: 0.547 R 0.488 F 0.606][D acc: 0.758 R 0.672 F 0.844][G loss: 1.471 acc: 0.078] 0:05:27.226996 5021 [D loss: 0.436 R 0.448 F 0.425][D acc: 0.789 R 0.750 F 0.828][G loss: 1.548 acc: 0.109] 0:05:27.309200 5022 [D loss: 0.641 R 0.614 F 0.668][D acc: 0.711 R 0.641 F 0.781][G loss: 1.427 acc: 0.094] 0:05:27.388939 5023 [D loss: 0.551 R 0.609 F 0.494][D acc: 0.742 R 0.578 F 0.906][G loss: 1.494 acc: 0.125] 0:05:27.471183 5024 [D loss: 0.488 R 0.512 F 0.465][D acc: 0.766 R 0.719 F 0.812][G loss: 1.433 acc: 0.078] 0:05:27.569493 5025 [D loss: 0.593 R 0.635 F 0.550][D acc: 0.688 R 0.609 F 0.766][G loss: 1.302 acc: 0.109] 0:05:27.654056 5026 [D loss: 0.540 R 0.573 F 0.507][D acc: 0.719 R 0.625 F 0.812][G loss: 1.559 acc: 0.062] 0:05:27.750202 5027 [D loss: 0.484 R 0.430 F 0.537][D acc: 0.789 R 0.812 F 0.766][G loss: 1.550 acc: 0.094] 0:05:27.845543 5028 [D loss: 0.451 R 0.448 F 0.453][D acc: 0.828 R 0.766 F 0.891][G loss: 1.620 acc: 0.094] 0:05:27.935582 5029 [D loss: 0.497 R 0.476 F 0.518][D acc: 0.734 R 0.703 F 0.766][G loss: 1.642 acc: 0.078] 0:05:28.020624 5030 [D loss: 0.523 R 0.583 F 0.462][D acc: 0.766 R 0.641 F 0.891][G loss: 1.515 acc: 0.062] 0:05:28.108343 5031 [D loss: 0.521 R 0.491 F 0.551][D acc: 0.797 R 0.734 F 0.859][G loss: 1.724 acc: 0.062] 0:05:28.188282 5032 [D loss: 0.654 R 0.727 F 0.580][D acc: 0.664 R 0.562 F 0.766][G loss: 1.526 acc: 0.000] 0:05:28.276715 5033 [D loss: 0.427 R 0.477 F 0.377][D acc: 0.758 R 0.672 F 0.844][G loss: 1.507 acc: 0.125] 0:05:28.376439 5034 [D loss: 0.619 R 0.526 F 0.713][D acc: 0.703 R 0.672 F 0.734][G loss: 1.515 acc: 0.078] 0:05:28.465090 5035 [D loss: 0.482 R 0.566 F 0.397][D acc: 0.773 R 0.656 F 0.891][G loss: 1.427 acc: 0.094] 0:05:28.549392 5036 [D loss: 0.509 R 0.433 F 0.585][D acc: 0.750 R 0.703 F 0.797][G loss: 1.653 acc: 0.016] 0:05:28.635664 5037 [D loss: 0.539 R 0.669 F 0.410][D acc: 0.719 R 0.562 F 0.875][G loss: 1.714 acc: 0.062] 0:05:28.723559 5038 [D loss: 0.640 R 0.697 F 0.582][D acc: 0.664 R 0.578 F 0.750][G loss: 1.319 acc: 0.109] 0:05:28.815389 5039 [D loss: 0.529 R 0.537 F 0.521][D acc: 0.734 R 0.656 F 0.812][G loss: 1.423 acc: 0.047] 0:05:28.901433 5040 [D loss: 0.535 R 0.534 F 0.536][D acc: 0.742 R 0.688 F 0.797][G loss: 1.472 acc: 0.094] 0:05:28.979675 5041 [D loss: 0.480 R 0.468 F 0.492][D acc: 0.750 R 0.688 F 0.812][G loss: 1.518 acc: 0.047] 0:05:29.050915 5042 [D loss: 0.511 R 0.541 F 0.482][D acc: 0.773 R 0.703 F 0.844][G loss: 1.459 acc: 0.047] 0:05:29.128443 5043 [D loss: 0.492 R 0.444 F 0.540][D acc: 0.805 R 0.781 F 0.828][G loss: 1.433 acc: 0.125] 0:05:29.206670 5044 [D loss: 0.547 R 0.553 F 0.541][D acc: 0.703 R 0.641 F 0.766][G loss: 1.468 acc: 0.031] 0:05:29.277422 5045 [D loss: 0.474 R 0.462 F 0.486][D acc: 0.766 R 0.703 F 0.828][G loss: 1.503 acc: 0.094] 0:05:29.378708 5046 [D loss: 0.490 R 0.464 F 0.516][D acc: 0.758 R 0.734 F 0.781][G loss: 1.383 acc: 0.125] 0:05:29.453240 5047 [D loss: 0.488 R 0.539 F 0.437][D acc: 0.758 R 0.656 F 0.859][G loss: 1.540 acc: 0.062] 0:05:29.525842 5048 [D loss: 0.530 R 0.497 F 0.562][D acc: 0.711 R 0.672 F 0.750][G loss: 1.377 acc: 0.078] 0:05:29.601991 5049 [D loss: 0.545 R 0.581 F 0.510][D acc: 0.750 R 0.656 F 0.844][G loss: 1.465 acc: 0.078] 0:05:29.677206 5050 [D loss: 0.500 R 0.463 F 0.537][D acc: 0.750 R 0.688 F 0.812][G loss: 1.506 acc: 0.047] 0:05:29.749875 5051 [D loss: 0.470 R 0.468 F 0.471][D acc: 0.758 R 0.703 F 0.812][G loss: 1.514 acc: 0.062] 0:05:29.828637 5052 [D loss: 0.512 R 0.540 F 0.484][D acc: 0.742 R 0.641 F 0.844][G loss: 1.734 acc: 0.031] 0:05:29.917266 5053 [D loss: 0.540 R 0.636 F 0.444][D acc: 0.734 R 0.609 F 0.859][G loss: 1.662 acc: 0.078] 0:05:29.994572 5054 [D loss: 0.541 R 0.624 F 0.458][D acc: 0.727 R 0.641 F 0.812][G loss: 1.400 acc: 0.094] 0:05:30.074946 5055 [D loss: 0.571 R 0.563 F 0.579][D acc: 0.711 R 0.688 F 0.734][G loss: 1.392 acc: 0.141] 0:05:30.153998 5056 [D loss: 0.466 R 0.466 F 0.466][D acc: 0.805 R 0.766 F 0.844][G loss: 1.715 acc: 0.094] 0:05:30.226816 5057 [D loss: 0.454 R 0.477 F 0.432][D acc: 0.766 R 0.656 F 0.875][G loss: 1.497 acc: 0.078] 0:05:30.307957 5058 [D loss: 0.511 R 0.518 F 0.505][D acc: 0.750 R 0.719 F 0.781][G loss: 1.610 acc: 0.109] 0:05:30.390125 5059 [D loss: 0.514 R 0.547 F 0.480][D acc: 0.789 R 0.656 F 0.922][G loss: 1.619 acc: 0.094] 0:05:30.466368 5060 [D loss: 0.542 R 0.578 F 0.506][D acc: 0.695 R 0.625 F 0.766][G loss: 1.513 acc: 0.078] 0:05:30.546666 5061 [D loss: 0.430 R 0.387 F 0.473][D acc: 0.828 R 0.766 F 0.891][G loss: 1.477 acc: 0.125] 0:05:30.626059 5062 [D loss: 0.511 R 0.527 F 0.494][D acc: 0.766 R 0.688 F 0.844][G loss: 1.585 acc: 0.094] 0:05:30.702299 5063 [D loss: 0.445 R 0.461 F 0.429][D acc: 0.812 R 0.766 F 0.859][G loss: 1.422 acc: 0.094] 0:05:30.780598 5064 [D loss: 0.620 R 0.526 F 0.714][D acc: 0.688 R 0.656 F 0.719][G loss: 1.577 acc: 0.047] 0:05:30.854089 5065 [D loss: 0.561 R 0.580 F 0.541][D acc: 0.711 R 0.656 F 0.766][G loss: 1.514 acc: 0.156] 0:05:30.931052 5066 [D loss: 0.484 R 0.565 F 0.402][D acc: 0.773 R 0.688 F 0.859][G loss: 1.439 acc: 0.125] 0:05:31.015006 5067 [D loss: 0.453 R 0.457 F 0.449][D acc: 0.750 R 0.719 F 0.781][G loss: 1.447 acc: 0.094] 0:05:31.090478 5068 [D loss: 0.531 R 0.573 F 0.488][D acc: 0.711 R 0.625 F 0.797][G loss: 1.434 acc: 0.156] 0:05:31.161839 5069 [D loss: 0.490 R 0.427 F 0.552][D acc: 0.766 R 0.750 F 0.781][G loss: 1.358 acc: 0.156] 0:05:31.247774 5070 [D loss: 0.607 R 0.504 F 0.709][D acc: 0.688 R 0.656 F 0.719][G loss: 1.828 acc: 0.000] 0:05:31.320743 5071 [D loss: 0.643 R 0.774 F 0.511][D acc: 0.688 R 0.562 F 0.812][G loss: 1.572 acc: 0.062] 0:05:31.396563 5072 [D loss: 0.513 R 0.631 F 0.394][D acc: 0.758 R 0.625 F 0.891][G loss: 1.469 acc: 0.125] 0:05:31.477823 5073 [D loss: 0.470 R 0.503 F 0.437][D acc: 0.836 R 0.734 F 0.938][G loss: 1.824 acc: 0.016] 0:05:31.550767 5074 [D loss: 0.604 R 0.734 F 0.473][D acc: 0.672 R 0.516 F 0.828][G loss: 1.488 acc: 0.188] 0:05:31.639750 5075 [D loss: 0.485 R 0.475 F 0.495][D acc: 0.781 R 0.719 F 0.844][G loss: 1.376 acc: 0.141] 0:05:31.728183 5076 [D loss: 0.538 R 0.584 F 0.492][D acc: 0.727 R 0.656 F 0.797][G loss: 1.516 acc: 0.016] 0:05:31.801664 5077 [D loss: 0.561 R 0.498 F 0.624][D acc: 0.727 R 0.703 F 0.750][G loss: 1.491 acc: 0.047] 0:05:31.877061 5078 [D loss: 0.516 R 0.463 F 0.568][D acc: 0.727 R 0.734 F 0.719][G loss: 1.303 acc: 0.172] 0:05:31.983938 5079 [D loss: 0.577 R 0.691 F 0.463][D acc: 0.695 R 0.547 F 0.844][G loss: 1.317 acc: 0.250] 0:05:32.056090 5080 [D loss: 0.479 R 0.423 F 0.536][D acc: 0.805 R 0.781 F 0.828][G loss: 1.506 acc: 0.094] 0:05:32.131721 5081 [D loss: 0.551 R 0.540 F 0.562][D acc: 0.750 R 0.688 F 0.812][G loss: 1.306 acc: 0.062] 0:05:32.219231 5082 [D loss: 0.510 R 0.599 F 0.421][D acc: 0.727 R 0.594 F 0.859][G loss: 1.544 acc: 0.094] 0:05:32.298294 5083 [D loss: 0.399 R 0.383 F 0.415][D acc: 0.812 R 0.766 F 0.859][G loss: 1.567 acc: 0.031] 0:05:32.389019 5084 [D loss: 0.511 R 0.516 F 0.505][D acc: 0.695 R 0.656 F 0.734][G loss: 1.445 acc: 0.109] 0:05:32.471937 5085 [D loss: 0.459 R 0.471 F 0.446][D acc: 0.734 R 0.672 F 0.797][G loss: 1.469 acc: 0.078] 0:05:32.545162 5086 [D loss: 0.475 R 0.474 F 0.476][D acc: 0.758 R 0.703 F 0.812][G loss: 1.467 acc: 0.062] 0:05:32.616908 5087 [D loss: 0.568 R 0.566 F 0.569][D acc: 0.695 R 0.672 F 0.719][G loss: 1.465 acc: 0.094] 0:05:32.702942 5088 [D loss: 0.454 R 0.427 F 0.481][D acc: 0.727 R 0.703 F 0.750][G loss: 1.667 acc: 0.031] 0:05:32.781779 5089 [D loss: 0.556 R 0.642 F 0.470][D acc: 0.711 R 0.578 F 0.844][G loss: 1.424 acc: 0.156] 0:05:32.857209 5090 [D loss: 0.556 R 0.559 F 0.553][D acc: 0.750 R 0.719 F 0.781][G loss: 1.594 acc: 0.141] 0:05:32.943232 5091 [D loss: 0.487 R 0.470 F 0.504][D acc: 0.773 R 0.734 F 0.812][G loss: 1.755 acc: 0.062] 0:05:33.025454 5092 [D loss: 0.533 R 0.645 F 0.421][D acc: 0.750 R 0.625 F 0.875][G loss: 1.393 acc: 0.109] 0:05:33.099075 5093 [D loss: 0.464 R 0.446 F 0.483][D acc: 0.812 R 0.797 F 0.828][G loss: 1.477 acc: 0.109] 0:05:33.177747 5094 [D loss: 0.454 R 0.468 F 0.441][D acc: 0.750 R 0.688 F 0.812][G loss: 1.425 acc: 0.141] 0:05:33.252528 5095 [D loss: 0.479 R 0.394 F 0.563][D acc: 0.781 R 0.703 F 0.859][G loss: 1.511 acc: 0.109] 0:05:33.332346 5096 [D loss: 0.508 R 0.592 F 0.424][D acc: 0.742 R 0.688 F 0.797][G loss: 1.620 acc: 0.078] 0:05:33.419522 5097 [D loss: 0.482 R 0.414 F 0.550][D acc: 0.773 R 0.766 F 0.781][G loss: 1.531 acc: 0.047] 0:05:33.509227 5098 [D loss: 0.463 R 0.455 F 0.472][D acc: 0.797 R 0.734 F 0.859][G loss: 1.358 acc: 0.094] 0:05:33.593384 5099 [D loss: 0.507 R 0.567 F 0.447][D acc: 0.750 R 0.656 F 0.844][G loss: 1.572 acc: 0.062] 0:05:33.672802 5100 [D loss: 0.486 R 0.425 F 0.546][D acc: 0.781 R 0.719 F 0.844][G loss: 1.610 acc: 0.109] 0:05:33.746079 5101 [D loss: 0.549 R 0.626 F 0.473][D acc: 0.719 R 0.594 F 0.844][G loss: 1.562 acc: 0.062] 0:05:33.821423 5102 [D loss: 0.420 R 0.485 F 0.355][D acc: 0.789 R 0.719 F 0.859][G loss: 1.503 acc: 0.094] 0:05:33.909037 5103 [D loss: 0.492 R 0.440 F 0.543][D acc: 0.750 R 0.766 F 0.734][G loss: 1.635 acc: 0.094] 0:05:33.995294 5104 [D loss: 0.472 R 0.518 F 0.427][D acc: 0.805 R 0.719 F 0.891][G loss: 1.577 acc: 0.078] 0:05:34.096616 5105 [D loss: 0.627 R 0.538 F 0.716][D acc: 0.742 R 0.656 F 0.828][G loss: 1.543 acc: 0.062] 0:05:34.177738 5106 [D loss: 0.552 R 0.611 F 0.493][D acc: 0.727 R 0.609 F 0.844][G loss: 1.565 acc: 0.047] 0:05:34.253076 5107 [D loss: 0.452 R 0.521 F 0.383][D acc: 0.812 R 0.703 F 0.922][G loss: 1.509 acc: 0.141] 0:05:34.335973 5108 [D loss: 0.471 R 0.459 F 0.482][D acc: 0.789 R 0.781 F 0.797][G loss: 1.450 acc: 0.125] 0:05:34.420615 5109 [D loss: 0.472 R 0.498 F 0.445][D acc: 0.789 R 0.734 F 0.844][G loss: 1.600 acc: 0.078] 0:05:34.496658 5110 [D loss: 0.610 R 0.604 F 0.617][D acc: 0.719 R 0.625 F 0.812][G loss: 1.553 acc: 0.031] 0:05:34.573801 5111 [D loss: 0.366 R 0.350 F 0.382][D acc: 0.859 R 0.828 F 0.891][G loss: 1.554 acc: 0.078] 0:05:34.670519 5112 [D loss: 0.576 R 0.557 F 0.596][D acc: 0.711 R 0.672 F 0.750][G loss: 1.491 acc: 0.047] 0:05:34.745161 5113 [D loss: 0.476 R 0.519 F 0.432][D acc: 0.781 R 0.688 F 0.875][G loss: 1.347 acc: 0.172] 0:05:34.824767 5114 [D loss: 0.524 R 0.419 F 0.629][D acc: 0.773 R 0.766 F 0.781][G loss: 1.744 acc: 0.031] 0:05:34.912196 5115 [D loss: 0.423 R 0.506 F 0.340][D acc: 0.781 R 0.688 F 0.875][G loss: 1.846 acc: 0.031] 0:05:34.993515 5116 [D loss: 0.502 R 0.492 F 0.512][D acc: 0.773 R 0.734 F 0.812][G loss: 1.459 acc: 0.125] 0:05:35.068734 5117 [D loss: 0.499 R 0.485 F 0.514][D acc: 0.758 R 0.703 F 0.812][G loss: 1.600 acc: 0.062] 0:05:35.151549 5118 [D loss: 0.618 R 0.643 F 0.593][D acc: 0.672 R 0.609 F 0.734][G loss: 1.546 acc: 0.047] 0:05:35.224982 5119 [D loss: 0.428 R 0.522 F 0.335][D acc: 0.797 R 0.672 F 0.922][G loss: 1.584 acc: 0.047] 0:05:35.300422 5120 [D loss: 0.476 R 0.484 F 0.468][D acc: 0.781 R 0.734 F 0.828][G loss: 1.618 acc: 0.047] 0:05:35.381290 5121 [D loss: 0.566 R 0.660 F 0.472][D acc: 0.695 R 0.578 F 0.812][G loss: 1.730 acc: 0.031] 0:05:35.452864 5122 [D loss: 0.553 R 0.625 F 0.481][D acc: 0.742 R 0.641 F 0.844][G loss: 1.683 acc: 0.125] 0:05:35.534041 5123 [D loss: 0.488 R 0.608 F 0.369][D acc: 0.789 R 0.688 F 0.891][G loss: 1.763 acc: 0.062] 0:05:35.616794 5124 [D loss: 0.444 R 0.388 F 0.500][D acc: 0.828 R 0.797 F 0.859][G loss: 1.669 acc: 0.109] 0:05:35.693682 5125 [D loss: 0.457 R 0.419 F 0.495][D acc: 0.766 R 0.750 F 0.781][G loss: 1.614 acc: 0.078] 0:05:35.765842 5126 [D loss: 0.614 R 0.674 F 0.553][D acc: 0.688 R 0.594 F 0.781][G loss: 1.432 acc: 0.219] 0:05:35.845437 5127 [D loss: 0.451 R 0.471 F 0.430][D acc: 0.812 R 0.750 F 0.875][G loss: 1.532 acc: 0.094] 0:05:35.920546 5128 [D loss: 0.500 R 0.560 F 0.440][D acc: 0.742 R 0.641 F 0.844][G loss: 1.672 acc: 0.047] 0:05:35.999847 5129 [D loss: 0.483 R 0.307 F 0.659][D acc: 0.828 R 0.891 F 0.766][G loss: 1.624 acc: 0.031] 0:05:36.088954 5130 [D loss: 0.623 R 0.739 F 0.507][D acc: 0.695 R 0.531 F 0.859][G loss: 1.632 acc: 0.047] 0:05:36.192910 5131 [D loss: 0.483 R 0.581 F 0.385][D acc: 0.781 R 0.656 F 0.906][G loss: 1.676 acc: 0.094] 0:05:36.526727 5132 [D loss: 0.512 R 0.477 F 0.548][D acc: 0.711 R 0.672 F 0.750][G loss: 1.629 acc: 0.047] 0:05:36.600902 5133 [D loss: 0.473 R 0.515 F 0.431][D acc: 0.797 R 0.719 F 0.875][G loss: 1.544 acc: 0.031] 0:05:36.675449 5134 [D loss: 0.557 R 0.563 F 0.551][D acc: 0.719 R 0.703 F 0.734][G loss: 1.647 acc: 0.031] 0:05:36.757163 5135 [D loss: 0.560 R 0.555 F 0.565][D acc: 0.734 R 0.688 F 0.781][G loss: 1.674 acc: 0.047] 0:05:36.831031 5136 [D loss: 0.510 R 0.486 F 0.534][D acc: 0.766 R 0.719 F 0.812][G loss: 1.545 acc: 0.062] 0:05:36.926756 5137 [D loss: 0.476 R 0.490 F 0.463][D acc: 0.742 R 0.672 F 0.812][G loss: 1.511 acc: 0.078] 0:05:37.021568 5138 [D loss: 0.460 R 0.417 F 0.503][D acc: 0.766 R 0.734 F 0.797][G loss: 1.694 acc: 0.078] 0:05:37.101597 5139 [D loss: 0.546 R 0.734 F 0.357][D acc: 0.719 R 0.516 F 0.922][G loss: 1.639 acc: 0.125] 0:05:37.187733 5140 [D loss: 0.465 R 0.436 F 0.493][D acc: 0.766 R 0.766 F 0.766][G loss: 1.498 acc: 0.141] 0:05:37.271201 5141 [D loss: 0.636 R 0.511 F 0.760][D acc: 0.719 R 0.688 F 0.750][G loss: 1.658 acc: 0.062] 0:05:37.344997 5142 [D loss: 0.490 R 0.583 F 0.397][D acc: 0.734 R 0.609 F 0.859][G loss: 1.580 acc: 0.094] 0:05:37.416203 5143 [D loss: 0.422 R 0.490 F 0.353][D acc: 0.820 R 0.750 F 0.891][G loss: 1.478 acc: 0.078] 0:05:37.488841 5144 [D loss: 0.477 R 0.459 F 0.494][D acc: 0.758 R 0.719 F 0.797][G loss: 1.509 acc: 0.016] 0:05:37.562043 5145 [D loss: 0.488 R 0.439 F 0.537][D acc: 0.742 R 0.734 F 0.750][G loss: 1.542 acc: 0.047] 0:05:37.651381 5146 [D loss: 0.555 R 0.625 F 0.484][D acc: 0.695 R 0.594 F 0.797][G loss: 1.614 acc: 0.078] 0:05:37.740756 5147 [D loss: 0.599 R 0.703 F 0.496][D acc: 0.688 R 0.562 F 0.812][G loss: 1.484 acc: 0.047] 0:05:37.815419 5148 [D loss: 0.556 R 0.600 F 0.512][D acc: 0.727 R 0.641 F 0.812][G loss: 1.498 acc: 0.047] 0:05:37.909359 5149 [D loss: 0.470 R 0.430 F 0.510][D acc: 0.867 R 0.828 F 0.906][G loss: 1.497 acc: 0.094] 0:05:37.993138 5150 [D loss: 0.523 R 0.550 F 0.497][D acc: 0.766 R 0.656 F 0.875][G loss: 1.427 acc: 0.109] 0:05:38.073755 5151 [D loss: 0.403 R 0.335 F 0.471][D acc: 0.828 R 0.812 F 0.844][G loss: 1.619 acc: 0.109] 0:05:38.151751 5152 [D loss: 0.426 R 0.453 F 0.398][D acc: 0.797 R 0.703 F 0.891][G loss: 1.818 acc: 0.031] 0:05:38.236846 5153 [D loss: 0.493 R 0.502 F 0.485][D acc: 0.750 R 0.703 F 0.797][G loss: 1.568 acc: 0.047] 0:05:38.310303 5154 [D loss: 0.458 R 0.486 F 0.430][D acc: 0.781 R 0.719 F 0.844][G loss: 1.609 acc: 0.078] 0:05:38.382549 5155 [D loss: 0.606 R 0.723 F 0.489][D acc: 0.688 R 0.578 F 0.797][G loss: 1.529 acc: 0.141] 0:05:38.462712 5156 [D loss: 0.509 R 0.563 F 0.455][D acc: 0.797 R 0.688 F 0.906][G loss: 1.600 acc: 0.062] 0:05:38.537036 5157 [D loss: 0.458 R 0.450 F 0.465][D acc: 0.781 R 0.703 F 0.859][G loss: 1.585 acc: 0.156] 0:05:38.616172 5158 [D loss: 0.568 R 0.637 F 0.499][D acc: 0.750 R 0.672 F 0.828][G loss: 1.368 acc: 0.172] 0:05:38.697226 5159 [D loss: 0.496 R 0.398 F 0.594][D acc: 0.742 R 0.734 F 0.750][G loss: 1.567 acc: 0.078] 0:05:38.791565 5160 [D loss: 0.457 R 0.455 F 0.458][D acc: 0.797 R 0.766 F 0.828][G loss: 1.556 acc: 0.062] 0:05:38.870880 5161 [D loss: 0.444 R 0.467 F 0.421][D acc: 0.789 R 0.734 F 0.844][G loss: 1.861 acc: 0.078] 0:05:38.954447 5162 [D loss: 0.496 R 0.654 F 0.338][D acc: 0.750 R 0.594 F 0.906][G loss: 1.836 acc: 0.016] 0:05:39.030762 5163 [D loss: 0.548 R 0.541 F 0.555][D acc: 0.719 R 0.625 F 0.812][G loss: 1.599 acc: 0.109] 0:05:39.107978 5164 [D loss: 0.683 R 0.655 F 0.710][D acc: 0.656 R 0.594 F 0.719][G loss: 1.564 acc: 0.125] 0:05:39.188433 5165 [D loss: 0.486 R 0.559 F 0.413][D acc: 0.781 R 0.703 F 0.859][G loss: 1.329 acc: 0.156] 0:05:39.273805 5166 [D loss: 0.486 R 0.547 F 0.425][D acc: 0.781 R 0.688 F 0.875][G loss: 1.586 acc: 0.031] 0:05:39.351319 5167 [D loss: 0.492 R 0.592 F 0.393][D acc: 0.781 R 0.625 F 0.938][G loss: 1.531 acc: 0.062] 0:05:39.434369 5168 [D loss: 0.502 R 0.491 F 0.514][D acc: 0.758 R 0.641 F 0.875][G loss: 1.484 acc: 0.078] 0:05:39.505597 5169 [D loss: 0.410 R 0.403 F 0.416][D acc: 0.852 R 0.797 F 0.906][G loss: 1.432 acc: 0.125] 0:05:39.578206 5170 [D loss: 0.465 R 0.448 F 0.481][D acc: 0.773 R 0.750 F 0.797][G loss: 1.579 acc: 0.141] 0:05:39.656934 5171 [D loss: 0.679 R 0.619 F 0.739][D acc: 0.695 R 0.609 F 0.781][G loss: 1.710 acc: 0.062] 0:05:39.735591 5172 [D loss: 0.504 R 0.536 F 0.473][D acc: 0.711 R 0.609 F 0.812][G loss: 1.710 acc: 0.047] 0:05:39.811788 5173 [D loss: 0.527 R 0.604 F 0.450][D acc: 0.742 R 0.641 F 0.844][G loss: 1.497 acc: 0.094] 0:05:39.895414 5174 [D loss: 0.564 R 0.615 F 0.513][D acc: 0.688 R 0.625 F 0.750][G loss: 1.306 acc: 0.094] 0:05:39.974976 5175 [D loss: 0.525 R 0.437 F 0.612][D acc: 0.773 R 0.766 F 0.781][G loss: 1.463 acc: 0.078] 0:05:40.049914 5176 [D loss: 0.561 R 0.664 F 0.457][D acc: 0.734 R 0.625 F 0.844][G loss: 1.367 acc: 0.078] 0:05:40.132544 5177 [D loss: 0.479 R 0.523 F 0.435][D acc: 0.781 R 0.656 F 0.906][G loss: 1.486 acc: 0.031] 0:05:40.207607 5178 [D loss: 0.502 R 0.538 F 0.465][D acc: 0.750 R 0.656 F 0.844][G loss: 1.357 acc: 0.109] 0:05:40.280124 5179 [D loss: 0.485 R 0.500 F 0.470][D acc: 0.750 R 0.672 F 0.828][G loss: 1.469 acc: 0.016] 0:05:40.364511 5180 [D loss: 0.607 R 0.568 F 0.647][D acc: 0.719 R 0.625 F 0.812][G loss: 1.405 acc: 0.062] 0:05:40.438094 5181 [D loss: 0.507 R 0.593 F 0.421][D acc: 0.742 R 0.625 F 0.859][G loss: 1.367 acc: 0.109] 0:05:40.509082 5182 [D loss: 0.498 R 0.497 F 0.498][D acc: 0.766 R 0.688 F 0.844][G loss: 1.384 acc: 0.109] 0:05:40.585958 5183 [D loss: 0.468 R 0.483 F 0.452][D acc: 0.766 R 0.672 F 0.859][G loss: 1.261 acc: 0.125] 0:05:40.665315 5184 [D loss: 0.579 R 0.564 F 0.593][D acc: 0.719 R 0.641 F 0.797][G loss: 1.441 acc: 0.031] 0:05:40.738964 5185 [D loss: 0.597 R 0.636 F 0.559][D acc: 0.695 R 0.594 F 0.797][G loss: 1.335 acc: 0.109] 0:05:40.816325 5186 [D loss: 0.696 R 0.692 F 0.700][D acc: 0.586 R 0.484 F 0.688][G loss: 1.440 acc: 0.094] 0:05:40.892560 5187 [D loss: 0.530 R 0.601 F 0.459][D acc: 0.719 R 0.625 F 0.812][G loss: 1.386 acc: 0.078] 0:05:40.976324 5188 [D loss: 0.475 R 0.469 F 0.482][D acc: 0.781 R 0.719 F 0.844][G loss: 1.277 acc: 0.141] 0:05:41.070896 5189 [D loss: 0.497 R 0.507 F 0.486][D acc: 0.773 R 0.656 F 0.891][G loss: 1.333 acc: 0.125] 0:05:41.145969 5190 [D loss: 0.481 R 0.447 F 0.515][D acc: 0.742 R 0.719 F 0.766][G loss: 1.303 acc: 0.109] 0:05:41.222480 5191 [D loss: 0.504 R 0.505 F 0.503][D acc: 0.781 R 0.703 F 0.859][G loss: 1.422 acc: 0.062] 0:05:41.311582 5192 [D loss: 0.540 R 0.538 F 0.542][D acc: 0.711 R 0.625 F 0.797][G loss: 1.436 acc: 0.047] 0:05:41.385303 5193 [D loss: 0.457 R 0.466 F 0.447][D acc: 0.781 R 0.734 F 0.828][G loss: 1.540 acc: 0.062] 0:05:41.462130 5194 [D loss: 0.499 R 0.465 F 0.533][D acc: 0.758 R 0.734 F 0.781][G loss: 1.526 acc: 0.062] 0:05:41.545225 5195 [D loss: 0.503 R 0.568 F 0.437][D acc: 0.734 R 0.625 F 0.844][G loss: 1.509 acc: 0.062] 0:05:41.620220 5196 [D loss: 0.453 R 0.364 F 0.541][D acc: 0.773 R 0.766 F 0.781][G loss: 1.421 acc: 0.156] 0:05:41.697536 5197 [D loss: 0.514 R 0.467 F 0.560][D acc: 0.734 R 0.703 F 0.766][G loss: 1.583 acc: 0.078] 0:05:41.776498 5198 [D loss: 0.508 R 0.576 F 0.441][D acc: 0.758 R 0.641 F 0.875][G loss: 1.541 acc: 0.047] 0:05:41.847774 5199 [D loss: 0.494 R 0.487 F 0.501][D acc: 0.758 R 0.719 F 0.797][G loss: 1.401 acc: 0.109] 0:05:41.921253 5200 [D loss: 0.531 R 0.544 F 0.518][D acc: 0.719 R 0.656 F 0.781][G loss: 1.616 acc: 0.031] 0:05:42.009834 5201 [D loss: 0.437 R 0.483 F 0.390][D acc: 0.812 R 0.734 F 0.891][G loss: 1.603 acc: 0.062] 0:05:42.086901 5202 [D loss: 0.428 R 0.515 F 0.341][D acc: 0.812 R 0.703 F 0.922][G loss: 1.661 acc: 0.047] 0:05:42.160650 5203 [D loss: 0.450 R 0.391 F 0.509][D acc: 0.805 R 0.812 F 0.797][G loss: 1.509 acc: 0.031] 0:05:42.247769 5204 [D loss: 0.491 R 0.412 F 0.570][D acc: 0.742 R 0.719 F 0.766][G loss: 1.651 acc: 0.062] 0:05:42.321138 5205 [D loss: 0.423 R 0.416 F 0.430][D acc: 0.820 R 0.734 F 0.906][G loss: 1.677 acc: 0.078] 0:05:42.391830 5206 [D loss: 0.591 R 0.549 F 0.634][D acc: 0.727 R 0.672 F 0.781][G loss: 1.691 acc: 0.016] 0:05:42.478600 5207 [D loss: 0.673 R 0.670 F 0.676][D acc: 0.648 R 0.578 F 0.719][G loss: 1.562 acc: 0.016] 0:05:42.552911 5208 [D loss: 0.587 R 0.722 F 0.451][D acc: 0.672 R 0.500 F 0.844][G loss: 1.562 acc: 0.047] 0:05:42.627030 5209 [D loss: 0.442 R 0.478 F 0.406][D acc: 0.812 R 0.750 F 0.875][G loss: 1.461 acc: 0.078] 0:05:42.712641 5210 [D loss: 0.488 R 0.548 F 0.427][D acc: 0.758 R 0.672 F 0.844][G loss: 1.575 acc: 0.047] 0:05:42.795636 5211 [D loss: 0.453 R 0.399 F 0.508][D acc: 0.797 R 0.766 F 0.828][G loss: 1.499 acc: 0.109] 0:05:42.872162 5212 [D loss: 0.479 R 0.431 F 0.527][D acc: 0.789 R 0.750 F 0.828][G loss: 1.645 acc: 0.047] 0:05:42.955359 5213 [D loss: 0.413 R 0.436 F 0.391][D acc: 0.797 R 0.734 F 0.859][G loss: 1.741 acc: 0.047] 0:05:43.039360 5214 [D loss: 0.386 R 0.380 F 0.392][D acc: 0.820 R 0.766 F 0.875][G loss: 1.850 acc: 0.047] 0:05:43.119117 5215 [D loss: 0.599 R 0.559 F 0.640][D acc: 0.719 R 0.703 F 0.734][G loss: 1.730 acc: 0.062] 0:05:43.198584 5216 [D loss: 0.522 R 0.661 F 0.384][D acc: 0.750 R 0.609 F 0.891][G loss: 1.733 acc: 0.031] 0:05:43.273188 5217 [D loss: 0.476 R 0.531 F 0.421][D acc: 0.766 R 0.625 F 0.906][G loss: 1.554 acc: 0.094] 0:05:43.354044 5218 [D loss: 0.484 R 0.578 F 0.390][D acc: 0.773 R 0.625 F 0.922][G loss: 1.426 acc: 0.156] 0:05:43.434245 5219 [D loss: 0.493 R 0.407 F 0.579][D acc: 0.766 R 0.781 F 0.750][G loss: 1.660 acc: 0.062] 0:05:43.509324 5220 [D loss: 0.553 R 0.616 F 0.489][D acc: 0.727 R 0.594 F 0.859][G loss: 1.595 acc: 0.016] 0:05:43.582961 5221 [D loss: 0.627 R 0.681 F 0.574][D acc: 0.656 R 0.594 F 0.719][G loss: 1.577 acc: 0.016] 0:05:43.667395 5222 [D loss: 0.574 R 0.484 F 0.665][D acc: 0.805 R 0.750 F 0.859][G loss: 1.471 acc: 0.094] 0:05:43.749605 5223 [D loss: 0.582 R 0.648 F 0.516][D acc: 0.734 R 0.656 F 0.812][G loss: 1.666 acc: 0.047] 0:05:43.825286 5224 [D loss: 0.593 R 0.653 F 0.533][D acc: 0.742 R 0.594 F 0.891][G loss: 1.334 acc: 0.172] 0:05:43.912142 5225 [D loss: 0.444 R 0.489 F 0.400][D acc: 0.781 R 0.703 F 0.859][G loss: 1.428 acc: 0.094] 0:05:43.988242 5226 [D loss: 0.433 R 0.351 F 0.514][D acc: 0.773 R 0.750 F 0.797][G loss: 1.531 acc: 0.047] 0:05:44.066613 5227 [D loss: 0.601 R 0.562 F 0.641][D acc: 0.695 R 0.641 F 0.750][G loss: 1.492 acc: 0.094] 0:05:44.150494 5228 [D loss: 0.499 R 0.561 F 0.436][D acc: 0.742 R 0.625 F 0.859][G loss: 1.487 acc: 0.047] 0:05:44.224629 5229 [D loss: 0.524 R 0.568 F 0.480][D acc: 0.750 R 0.672 F 0.828][G loss: 1.573 acc: 0.078] 0:05:44.295770 5230 [D loss: 0.508 R 0.485 F 0.532][D acc: 0.758 R 0.703 F 0.812][G loss: 1.422 acc: 0.062] 0:05:44.376444 5231 [D loss: 0.521 R 0.598 F 0.445][D acc: 0.734 R 0.594 F 0.875][G loss: 1.599 acc: 0.078] 0:05:44.449287 5232 [D loss: 0.533 R 0.626 F 0.440][D acc: 0.703 R 0.625 F 0.781][G loss: 1.278 acc: 0.125] 0:05:44.521461 5233 [D loss: 0.546 R 0.548 F 0.544][D acc: 0.758 R 0.734 F 0.781][G loss: 1.497 acc: 0.047] 0:05:44.598757 5234 [D loss: 0.629 R 0.771 F 0.488][D acc: 0.664 R 0.469 F 0.859][G loss: 1.449 acc: 0.047] 0:05:44.671489 5235 [D loss: 0.511 R 0.510 F 0.512][D acc: 0.734 R 0.719 F 0.750][G loss: 1.470 acc: 0.094] 0:05:44.749298 5236 [D loss: 0.529 R 0.609 F 0.448][D acc: 0.734 R 0.625 F 0.844][G loss: 1.323 acc: 0.141] 0:05:44.828601 5237 [D loss: 0.593 R 0.484 F 0.703][D acc: 0.680 R 0.656 F 0.703][G loss: 1.511 acc: 0.062] 0:05:44.909580 5238 [D loss: 0.595 R 0.686 F 0.505][D acc: 0.688 R 0.562 F 0.812][G loss: 1.360 acc: 0.109] 0:05:44.987940 5239 [D loss: 0.468 R 0.486 F 0.451][D acc: 0.789 R 0.719 F 0.859][G loss: 1.576 acc: 0.031] 0:05:45.069872 5240 [D loss: 0.528 R 0.557 F 0.499][D acc: 0.742 R 0.641 F 0.844][G loss: 1.411 acc: 0.109] 0:05:45.149567 5241 [D loss: 0.543 R 0.619 F 0.468][D acc: 0.648 R 0.531 F 0.766][G loss: 1.384 acc: 0.062] 0:05:45.229736 5242 [D loss: 0.553 R 0.573 F 0.534][D acc: 0.695 R 0.625 F 0.766][G loss: 1.434 acc: 0.047] 0:05:45.316956 5243 [D loss: 0.531 R 0.586 F 0.476][D acc: 0.703 R 0.625 F 0.781][G loss: 1.415 acc: 0.062] 0:05:45.416324 5244 [D loss: 0.489 R 0.521 F 0.458][D acc: 0.766 R 0.703 F 0.828][G loss: 1.384 acc: 0.016] 0:05:45.497797 5245 [D loss: 0.519 R 0.458 F 0.581][D acc: 0.766 R 0.750 F 0.781][G loss: 1.415 acc: 0.078] 0:05:45.580373 5246 [D loss: 0.510 R 0.494 F 0.525][D acc: 0.750 R 0.672 F 0.828][G loss: 1.434 acc: 0.047] 0:05:45.654255 5247 [D loss: 0.538 R 0.575 F 0.501][D acc: 0.766 R 0.672 F 0.859][G loss: 1.594 acc: 0.094] 0:05:45.739091 5248 [D loss: 0.458 R 0.503 F 0.412][D acc: 0.789 R 0.688 F 0.891][G loss: 1.521 acc: 0.109] 0:05:45.819236 5249 [D loss: 0.590 R 0.549 F 0.631][D acc: 0.680 R 0.625 F 0.734][G loss: 1.448 acc: 0.094] 0:05:45.892418 5250 [D loss: 0.585 R 0.654 F 0.517][D acc: 0.711 R 0.641 F 0.781][G loss: 1.425 acc: 0.109] 0:05:45.967892 5251 [D loss: 0.481 R 0.503 F 0.459][D acc: 0.766 R 0.719 F 0.812][G loss: 1.465 acc: 0.109] 0:05:46.047663 5252 [D loss: 0.543 R 0.538 F 0.548][D acc: 0.750 R 0.688 F 0.812][G loss: 1.305 acc: 0.125] 0:05:46.136671 5253 [D loss: 0.567 R 0.587 F 0.547][D acc: 0.711 R 0.594 F 0.828][G loss: 1.375 acc: 0.156] 0:05:46.213255 5254 [D loss: 0.545 R 0.510 F 0.581][D acc: 0.750 R 0.703 F 0.797][G loss: 1.626 acc: 0.047] 0:05:46.293674 5255 [D loss: 0.520 R 0.627 F 0.413][D acc: 0.758 R 0.609 F 0.906][G loss: 1.510 acc: 0.062] 0:05:46.367612 5256 [D loss: 0.451 R 0.375 F 0.527][D acc: 0.781 R 0.781 F 0.781][G loss: 1.484 acc: 0.094] 0:05:46.438715 5257 [D loss: 0.516 R 0.626 F 0.406][D acc: 0.773 R 0.625 F 0.922][G loss: 1.446 acc: 0.047] 0:05:46.526356 5258 [D loss: 0.534 R 0.525 F 0.544][D acc: 0.734 R 0.641 F 0.828][G loss: 1.470 acc: 0.062] 0:05:46.603016 5259 [D loss: 0.507 R 0.548 F 0.466][D acc: 0.727 R 0.688 F 0.766][G loss: 1.550 acc: 0.047] 0:05:46.676602 5260 [D loss: 0.477 R 0.560 F 0.393][D acc: 0.773 R 0.656 F 0.891][G loss: 1.401 acc: 0.031] 0:05:46.756612 5261 [D loss: 0.505 R 0.488 F 0.521][D acc: 0.781 R 0.719 F 0.844][G loss: 1.381 acc: 0.125] 0:05:46.835269 5262 [D loss: 0.475 R 0.492 F 0.458][D acc: 0.781 R 0.688 F 0.875][G loss: 1.538 acc: 0.016] 0:05:46.906319 5263 [D loss: 0.533 R 0.521 F 0.545][D acc: 0.781 R 0.719 F 0.844][G loss: 1.582 acc: 0.000] 0:05:47.004951 5264 [D loss: 0.479 R 0.531 F 0.427][D acc: 0.750 R 0.641 F 0.859][G loss: 1.575 acc: 0.047] 0:05:47.079977 5265 [D loss: 0.510 R 0.527 F 0.494][D acc: 0.758 R 0.672 F 0.844][G loss: 1.504 acc: 0.125] 0:05:47.159786 5266 [D loss: 0.512 R 0.466 F 0.557][D acc: 0.742 R 0.703 F 0.781][G loss: 1.486 acc: 0.094] 0:05:47.247219 5267 [D loss: 0.512 R 0.568 F 0.457][D acc: 0.711 R 0.594 F 0.828][G loss: 1.523 acc: 0.109] 0:05:47.322542 5268 [D loss: 0.614 R 0.654 F 0.574][D acc: 0.664 R 0.594 F 0.734][G loss: 1.277 acc: 0.188] 0:05:47.393441 5269 [D loss: 0.515 R 0.551 F 0.480][D acc: 0.766 R 0.703 F 0.828][G loss: 1.448 acc: 0.125] 0:05:47.472142 5270 [D loss: 0.545 R 0.630 F 0.460][D acc: 0.742 R 0.641 F 0.844][G loss: 1.428 acc: 0.094] 0:05:47.552616 5271 [D loss: 0.540 R 0.508 F 0.571][D acc: 0.719 R 0.641 F 0.797][G loss: 1.834 acc: 0.047] 0:05:47.625510 5272 [D loss: 0.468 R 0.540 F 0.397][D acc: 0.812 R 0.703 F 0.922][G loss: 1.544 acc: 0.031] 0:05:47.704519 5273 [D loss: 0.505 R 0.487 F 0.524][D acc: 0.742 R 0.656 F 0.828][G loss: 1.480 acc: 0.062] 0:05:47.780569 5274 [D loss: 0.448 R 0.541 F 0.355][D acc: 0.805 R 0.703 F 0.906][G loss: 1.386 acc: 0.109] 0:05:47.855829 5275 [D loss: 0.534 R 0.597 F 0.470][D acc: 0.703 R 0.609 F 0.797][G loss: 1.537 acc: 0.156] 0:05:47.935655 5276 [D loss: 0.594 R 0.549 F 0.639][D acc: 0.672 R 0.625 F 0.719][G loss: 1.625 acc: 0.062] 0:05:48.008933 5277 [D loss: 0.548 R 0.666 F 0.430][D acc: 0.703 R 0.562 F 0.844][G loss: 1.429 acc: 0.094] 0:05:48.081026 5278 [D loss: 0.523 R 0.557 F 0.490][D acc: 0.750 R 0.656 F 0.844][G loss: 1.424 acc: 0.078] 0:05:48.170480 5279 [D loss: 0.598 R 0.584 F 0.612][D acc: 0.688 R 0.625 F 0.750][G loss: 1.649 acc: 0.031] 0:05:48.243412 5280 [D loss: 0.607 R 0.685 F 0.530][D acc: 0.750 R 0.672 F 0.828][G loss: 1.632 acc: 0.062] 0:05:48.319219 5281 [D loss: 0.639 R 0.876 F 0.402][D acc: 0.703 R 0.469 F 0.938][G loss: 1.481 acc: 0.062] 0:05:48.401374 5282 [D loss: 0.565 R 0.573 F 0.557][D acc: 0.711 R 0.625 F 0.797][G loss: 1.368 acc: 0.125] 0:05:48.474535 5283 [D loss: 0.395 R 0.335 F 0.455][D acc: 0.828 R 0.844 F 0.812][G loss: 1.339 acc: 0.094] 0:05:48.547968 5284 [D loss: 0.549 R 0.499 F 0.599][D acc: 0.711 R 0.688 F 0.734][G loss: 1.717 acc: 0.094] 0:05:48.625163 5285 [D loss: 0.466 R 0.543 F 0.388][D acc: 0.789 R 0.688 F 0.891][G loss: 1.542 acc: 0.016] 0:05:48.697970 5286 [D loss: 0.534 R 0.506 F 0.561][D acc: 0.719 R 0.672 F 0.766][G loss: 1.512 acc: 0.141] 0:05:48.769222 5287 [D loss: 0.529 R 0.510 F 0.549][D acc: 0.719 R 0.672 F 0.766][G loss: 1.452 acc: 0.109] 0:05:48.857154 5288 [D loss: 0.565 R 0.560 F 0.571][D acc: 0.742 R 0.672 F 0.812][G loss: 1.378 acc: 0.031] 0:05:48.929737 5289 [D loss: 0.655 R 0.698 F 0.613][D acc: 0.719 R 0.609 F 0.828][G loss: 1.387 acc: 0.094] 0:05:49.002024 5290 [D loss: 0.535 R 0.639 F 0.431][D acc: 0.742 R 0.625 F 0.859][G loss: 1.352 acc: 0.078] 0:05:49.083228 5291 [D loss: 0.429 R 0.436 F 0.423][D acc: 0.844 R 0.797 F 0.891][G loss: 1.362 acc: 0.156] 0:05:49.155821 5292 [D loss: 0.562 R 0.402 F 0.723][D acc: 0.758 R 0.766 F 0.750][G loss: 1.495 acc: 0.094] 0:05:49.232463 5293 [D loss: 0.448 R 0.513 F 0.384][D acc: 0.797 R 0.672 F 0.922][G loss: 1.596 acc: 0.031] 0:05:49.315260 5294 [D loss: 0.439 R 0.488 F 0.391][D acc: 0.797 R 0.688 F 0.906][G loss: 1.532 acc: 0.094] 0:05:49.395594 5295 [D loss: 0.456 R 0.366 F 0.546][D acc: 0.766 R 0.781 F 0.750][G loss: 1.538 acc: 0.062] 0:05:49.467746 5296 [D loss: 0.561 R 0.493 F 0.630][D acc: 0.695 R 0.703 F 0.688][G loss: 1.570 acc: 0.094] 0:05:49.554827 5297 [D loss: 0.479 R 0.511 F 0.447][D acc: 0.781 R 0.734 F 0.828][G loss: 1.400 acc: 0.109] 0:05:49.630029 5298 [D loss: 0.590 R 0.528 F 0.652][D acc: 0.766 R 0.672 F 0.859][G loss: 1.496 acc: 0.078] 0:05:49.704493 5299 [D loss: 0.586 R 0.633 F 0.538][D acc: 0.695 R 0.625 F 0.766][G loss: 1.563 acc: 0.016] 0:05:49.786626 5300 [D loss: 0.579 R 0.615 F 0.542][D acc: 0.695 R 0.625 F 0.766][G loss: 1.440 acc: 0.031] 0:05:49.864053 5301 [D loss: 0.586 R 0.675 F 0.497][D acc: 0.664 R 0.562 F 0.766][G loss: 1.517 acc: 0.078] 0:05:49.936425 5302 [D loss: 0.541 R 0.430 F 0.653][D acc: 0.805 R 0.781 F 0.828][G loss: 1.313 acc: 0.016] 0:05:50.019515 5303 [D loss: 0.455 R 0.525 F 0.386][D acc: 0.758 R 0.625 F 0.891][G loss: 1.316 acc: 0.156] 0:05:50.096650 5304 [D loss: 0.524 R 0.592 F 0.456][D acc: 0.727 R 0.625 F 0.828][G loss: 1.396 acc: 0.156] 0:05:50.182770 5305 [D loss: 0.485 R 0.417 F 0.554][D acc: 0.734 R 0.734 F 0.734][G loss: 1.376 acc: 0.125] 0:05:50.263948 5306 [D loss: 0.410 R 0.384 F 0.436][D acc: 0.797 R 0.750 F 0.844][G loss: 1.730 acc: 0.062] 0:05:50.335666 5307 [D loss: 0.517 R 0.620 F 0.415][D acc: 0.719 R 0.547 F 0.891][G loss: 1.637 acc: 0.062] 0:05:50.407337 5308 [D loss: 0.475 R 0.367 F 0.583][D acc: 0.836 R 0.812 F 0.859][G loss: 1.562 acc: 0.078] 0:05:50.478780 5309 [D loss: 0.519 R 0.510 F 0.529][D acc: 0.742 R 0.641 F 0.844][G loss: 1.501 acc: 0.094] 0:05:50.550430 5310 [D loss: 0.543 R 0.627 F 0.459][D acc: 0.758 R 0.672 F 0.844][G loss: 1.854 acc: 0.031] 0:05:50.621907 5311 [D loss: 0.697 R 0.904 F 0.489][D acc: 0.680 R 0.531 F 0.828][G loss: 1.494 acc: 0.094] 0:05:50.699979 5312 [D loss: 0.541 R 0.485 F 0.597][D acc: 0.758 R 0.719 F 0.797][G loss: 1.580 acc: 0.047] 0:05:50.774120 5313 [D loss: 0.596 R 0.675 F 0.518][D acc: 0.688 R 0.609 F 0.766][G loss: 1.470 acc: 0.078] 0:05:50.853129 5314 [D loss: 0.515 R 0.545 F 0.484][D acc: 0.742 R 0.656 F 0.828][G loss: 1.378 acc: 0.094] 0:05:50.930136 5315 [D loss: 0.577 R 0.519 F 0.636][D acc: 0.766 R 0.703 F 0.828][G loss: 1.444 acc: 0.062] 0:05:51.001601 5316 [D loss: 0.604 R 0.658 F 0.550][D acc: 0.656 R 0.547 F 0.766][G loss: 1.500 acc: 0.078] 0:05:51.073844 5317 [D loss: 0.543 R 0.511 F 0.576][D acc: 0.750 R 0.766 F 0.734][G loss: 1.455 acc: 0.016] 0:05:51.155476 5318 [D loss: 0.535 R 0.594 F 0.477][D acc: 0.742 R 0.609 F 0.875][G loss: 1.302 acc: 0.125] 0:05:51.232650 5319 [D loss: 0.480 R 0.521 F 0.440][D acc: 0.781 R 0.688 F 0.875][G loss: 1.467 acc: 0.031] 0:05:51.308501 5320 [D loss: 0.491 R 0.502 F 0.479][D acc: 0.781 R 0.656 F 0.906][G loss: 1.706 acc: 0.078] 0:05:51.387362 5321 [D loss: 0.496 R 0.641 F 0.351][D acc: 0.766 R 0.594 F 0.938][G loss: 1.553 acc: 0.031] 0:05:51.461599 5322 [D loss: 0.390 R 0.392 F 0.388][D acc: 0.852 R 0.797 F 0.906][G loss: 1.665 acc: 0.047] 0:05:51.538703 5323 [D loss: 0.563 R 0.463 F 0.663][D acc: 0.727 R 0.734 F 0.719][G loss: 1.469 acc: 0.062] 0:05:51.622695 5324 [D loss: 0.574 R 0.641 F 0.506][D acc: 0.672 R 0.562 F 0.781][G loss: 1.538 acc: 0.078] 0:05:51.701106 5325 [D loss: 0.586 R 0.537 F 0.635][D acc: 0.734 R 0.734 F 0.734][G loss: 1.424 acc: 0.109] 0:05:51.774612 5326 [D loss: 0.550 R 0.540 F 0.559][D acc: 0.695 R 0.625 F 0.766][G loss: 1.437 acc: 0.094] 0:05:51.866718 5327 [D loss: 0.551 R 0.556 F 0.547][D acc: 0.719 R 0.656 F 0.781][G loss: 1.611 acc: 0.078] 0:05:51.938889 5328 [D loss: 0.518 R 0.669 F 0.367][D acc: 0.734 R 0.594 F 0.875][G loss: 1.477 acc: 0.078] 0:05:52.009655 5329 [D loss: 0.459 R 0.427 F 0.491][D acc: 0.797 R 0.734 F 0.859][G loss: 1.615 acc: 0.094] 0:05:52.089440 5330 [D loss: 0.487 R 0.518 F 0.456][D acc: 0.742 R 0.672 F 0.812][G loss: 1.572 acc: 0.062] 0:05:52.175261 5331 [D loss: 0.568 R 0.533 F 0.604][D acc: 0.664 R 0.672 F 0.656][G loss: 1.433 acc: 0.094] 0:05:52.250687 5332 [D loss: 0.508 R 0.542 F 0.474][D acc: 0.750 R 0.688 F 0.812][G loss: 1.576 acc: 0.016] 0:05:52.332391 5333 [D loss: 0.526 R 0.630 F 0.422][D acc: 0.750 R 0.609 F 0.891][G loss: 1.588 acc: 0.109] 0:05:52.414698 5334 [D loss: 0.590 R 0.553 F 0.626][D acc: 0.703 R 0.656 F 0.750][G loss: 1.422 acc: 0.078] 0:05:52.485796 5335 [D loss: 0.428 R 0.488 F 0.368][D acc: 0.797 R 0.688 F 0.906][G loss: 1.394 acc: 0.062] 0:05:52.568459 5336 [D loss: 0.421 R 0.409 F 0.434][D acc: 0.844 R 0.812 F 0.875][G loss: 1.526 acc: 0.078] 0:05:52.641598 5337 [D loss: 0.419 R 0.432 F 0.407][D acc: 0.805 R 0.766 F 0.844][G loss: 1.665 acc: 0.047] 0:05:52.718713 5338 [D loss: 0.596 R 0.622 F 0.570][D acc: 0.633 R 0.547 F 0.719][G loss: 1.421 acc: 0.109] 0:05:52.798132 5339 [D loss: 0.548 R 0.480 F 0.616][D acc: 0.766 R 0.688 F 0.844][G loss: 1.605 acc: 0.109] 0:05:52.898226 5340 [D loss: 0.541 R 0.605 F 0.477][D acc: 0.742 R 0.672 F 0.812][G loss: 1.544 acc: 0.062] 0:05:52.976069 5341 [D loss: 0.492 R 0.470 F 0.514][D acc: 0.758 R 0.703 F 0.812][G loss: 1.463 acc: 0.062] 0:05:53.058342 5342 [D loss: 0.495 R 0.499 F 0.491][D acc: 0.773 R 0.734 F 0.812][G loss: 1.411 acc: 0.156] 0:05:53.132950 5343 [D loss: 0.550 R 0.455 F 0.644][D acc: 0.750 R 0.766 F 0.734][G loss: 1.650 acc: 0.062] 0:05:53.210158 5344 [D loss: 0.721 R 0.943 F 0.500][D acc: 0.641 R 0.453 F 0.828][G loss: 1.356 acc: 0.078] 0:05:53.300436 5345 [D loss: 0.485 R 0.505 F 0.465][D acc: 0.766 R 0.672 F 0.859][G loss: 1.282 acc: 0.219] 0:05:53.374004 5346 [D loss: 0.545 R 0.520 F 0.570][D acc: 0.734 R 0.688 F 0.781][G loss: 1.447 acc: 0.094] 0:05:53.446828 5347 [D loss: 0.493 R 0.473 F 0.514][D acc: 0.727 R 0.688 F 0.766][G loss: 1.557 acc: 0.094] 0:05:53.530408 5348 [D loss: 0.449 R 0.435 F 0.463][D acc: 0.812 R 0.734 F 0.891][G loss: 1.508 acc: 0.078] 0:05:53.626013 5349 [D loss: 0.537 R 0.560 F 0.513][D acc: 0.719 R 0.625 F 0.812][G loss: 1.365 acc: 0.188] 0:05:53.709517 5350 [D loss: 0.603 R 0.676 F 0.531][D acc: 0.719 R 0.609 F 0.828][G loss: 1.597 acc: 0.047] 0:05:53.796435 5351 [D loss: 0.470 R 0.483 F 0.456][D acc: 0.734 R 0.656 F 0.812][G loss: 1.345 acc: 0.141] 0:05:53.873527 5352 [D loss: 0.565 R 0.581 F 0.549][D acc: 0.727 R 0.656 F 0.797][G loss: 1.560 acc: 0.078] 0:05:53.955225 5353 [D loss: 0.546 R 0.639 F 0.454][D acc: 0.680 R 0.562 F 0.797][G loss: 1.551 acc: 0.078] 0:05:54.040531 5354 [D loss: 0.475 R 0.441 F 0.510][D acc: 0.789 R 0.719 F 0.859][G loss: 1.348 acc: 0.125] 0:05:54.115128 5355 [D loss: 0.492 R 0.527 F 0.457][D acc: 0.742 R 0.688 F 0.797][G loss: 1.407 acc: 0.078] 0:05:54.191070 5356 [D loss: 0.542 R 0.562 F 0.522][D acc: 0.703 R 0.641 F 0.766][G loss: 1.291 acc: 0.156] 0:05:54.275488 5357 [D loss: 0.548 R 0.421 F 0.676][D acc: 0.750 R 0.719 F 0.781][G loss: 1.521 acc: 0.047] 0:05:54.353704 5358 [D loss: 0.504 R 0.569 F 0.438][D acc: 0.742 R 0.641 F 0.844][G loss: 1.448 acc: 0.078] 0:05:54.423490 5359 [D loss: 0.374 R 0.396 F 0.352][D acc: 0.852 R 0.812 F 0.891][G loss: 1.580 acc: 0.078] 0:05:54.508227 5360 [D loss: 0.549 R 0.490 F 0.608][D acc: 0.734 R 0.734 F 0.734][G loss: 1.538 acc: 0.078] 0:05:54.580863 5361 [D loss: 0.670 R 0.714 F 0.626][D acc: 0.656 R 0.547 F 0.766][G loss: 1.511 acc: 0.078] 0:05:54.656288 5362 [D loss: 0.491 R 0.493 F 0.490][D acc: 0.789 R 0.734 F 0.844][G loss: 1.561 acc: 0.125] 0:05:54.743884 5363 [D loss: 0.513 R 0.585 F 0.441][D acc: 0.742 R 0.656 F 0.828][G loss: 1.594 acc: 0.000] 0:05:54.820657 5364 [D loss: 0.525 R 0.524 F 0.525][D acc: 0.711 R 0.656 F 0.766][G loss: 1.519 acc: 0.016] 0:05:54.890755 5365 [D loss: 0.574 R 0.607 F 0.542][D acc: 0.719 R 0.641 F 0.797][G loss: 1.506 acc: 0.094] 0:05:54.973492 5366 [D loss: 0.541 R 0.638 F 0.445][D acc: 0.758 R 0.625 F 0.891][G loss: 1.612 acc: 0.016] 0:05:55.048190 5367 [D loss: 0.489 R 0.514 F 0.464][D acc: 0.742 R 0.656 F 0.828][G loss: 1.571 acc: 0.047] 0:05:55.119146 5368 [D loss: 0.462 R 0.470 F 0.454][D acc: 0.797 R 0.766 F 0.828][G loss: 1.505 acc: 0.062] 0:05:55.214235 5369 [D loss: 0.503 R 0.582 F 0.423][D acc: 0.719 R 0.594 F 0.844][G loss: 1.396 acc: 0.062] 0:05:55.290401 5370 [D loss: 0.590 R 0.445 F 0.735][D acc: 0.734 R 0.719 F 0.750][G loss: 1.419 acc: 0.125] 0:05:55.369333 5371 [D loss: 0.436 R 0.422 F 0.451][D acc: 0.820 R 0.766 F 0.875][G loss: 1.525 acc: 0.078] 0:05:55.445472 5372 [D loss: 0.563 R 0.656 F 0.469][D acc: 0.711 R 0.562 F 0.859][G loss: 1.516 acc: 0.109] 0:05:55.515884 5373 [D loss: 0.506 R 0.520 F 0.492][D acc: 0.766 R 0.625 F 0.906][G loss: 1.500 acc: 0.062] 0:05:55.592556 5374 [D loss: 0.540 R 0.599 F 0.482][D acc: 0.742 R 0.609 F 0.875][G loss: 1.438 acc: 0.047] 0:05:55.679707 5375 [D loss: 0.540 R 0.610 F 0.471][D acc: 0.766 R 0.672 F 0.859][G loss: 1.460 acc: 0.109] 0:05:55.755165 5376 [D loss: 0.593 R 0.471 F 0.714][D acc: 0.727 R 0.641 F 0.812][G loss: 1.497 acc: 0.062] 0:05:55.847892 5377 [D loss: 0.569 R 0.584 F 0.555][D acc: 0.711 R 0.641 F 0.781][G loss: 1.520 acc: 0.094] 0:05:55.929445 5378 [D loss: 0.458 R 0.496 F 0.419][D acc: 0.805 R 0.688 F 0.922][G loss: 1.500 acc: 0.047] 0:05:56.002796 5379 [D loss: 0.487 R 0.475 F 0.499][D acc: 0.727 R 0.656 F 0.797][G loss: 1.463 acc: 0.047] 0:05:56.075459 5380 [D loss: 0.519 R 0.528 F 0.510][D acc: 0.750 R 0.688 F 0.812][G loss: 1.569 acc: 0.078] 0:05:56.159208 5381 [D loss: 0.531 R 0.567 F 0.496][D acc: 0.719 R 0.609 F 0.828][G loss: 1.668 acc: 0.109] 0:05:56.234695 5382 [D loss: 0.453 R 0.504 F 0.402][D acc: 0.789 R 0.703 F 0.875][G loss: 1.585 acc: 0.016] 0:05:56.313651 5383 [D loss: 0.474 R 0.464 F 0.484][D acc: 0.781 R 0.766 F 0.797][G loss: 1.633 acc: 0.031] 0:05:56.400486 5384 [D loss: 0.423 R 0.431 F 0.415][D acc: 0.805 R 0.766 F 0.844][G loss: 1.476 acc: 0.094] 0:05:56.471691 5385 [D loss: 0.414 R 0.381 F 0.447][D acc: 0.758 R 0.750 F 0.766][G loss: 1.720 acc: 0.000] 0:05:56.542413 5386 [D loss: 0.556 R 0.484 F 0.628][D acc: 0.781 R 0.750 F 0.812][G loss: 1.803 acc: 0.031] 0:05:56.615638 5387 [D loss: 0.491 R 0.602 F 0.380][D acc: 0.758 R 0.578 F 0.938][G loss: 1.662 acc: 0.062] 0:05:56.695133 5388 [D loss: 0.600 R 0.671 F 0.528][D acc: 0.695 R 0.594 F 0.797][G loss: 1.619 acc: 0.031] 0:05:56.771473 5389 [D loss: 0.542 R 0.648 F 0.437][D acc: 0.688 R 0.484 F 0.891][G loss: 1.585 acc: 0.094] 0:05:56.853516 5390 [D loss: 0.479 R 0.476 F 0.482][D acc: 0.734 R 0.703 F 0.766][G loss: 1.633 acc: 0.047] 0:05:56.931757 5391 [D loss: 0.449 R 0.443 F 0.454][D acc: 0.789 R 0.703 F 0.875][G loss: 1.661 acc: 0.062] 0:05:57.013733 5392 [D loss: 0.501 R 0.343 F 0.660][D acc: 0.758 R 0.781 F 0.734][G loss: 1.509 acc: 0.109] 0:05:57.096937 5393 [D loss: 0.501 R 0.524 F 0.478][D acc: 0.734 R 0.656 F 0.812][G loss: 1.661 acc: 0.047] 0:05:57.171191 5394 [D loss: 0.497 R 0.583 F 0.410][D acc: 0.750 R 0.609 F 0.891][G loss: 1.539 acc: 0.047] 0:05:57.248826 5395 [D loss: 0.610 R 0.600 F 0.619][D acc: 0.734 R 0.672 F 0.797][G loss: 1.510 acc: 0.031] 0:05:57.332403 5396 [D loss: 0.520 R 0.549 F 0.491][D acc: 0.742 R 0.672 F 0.812][G loss: 1.418 acc: 0.078] 0:05:57.404194 5397 [D loss: 0.512 R 0.602 F 0.423][D acc: 0.742 R 0.609 F 0.875][G loss: 1.622 acc: 0.062] 0:05:57.475130 5398 [D loss: 0.462 R 0.479 F 0.445][D acc: 0.773 R 0.688 F 0.859][G loss: 1.633 acc: 0.141] 0:05:57.558715 5399 [D loss: 0.562 R 0.648 F 0.476][D acc: 0.750 R 0.609 F 0.891][G loss: 1.465 acc: 0.062] 0:05:57.648612 5400 [D loss: 0.639 R 0.538 F 0.740][D acc: 0.711 R 0.688 F 0.734][G loss: 1.456 acc: 0.094] 0:05:57.729981 5401 [D loss: 0.495 R 0.583 F 0.407][D acc: 0.711 R 0.531 F 0.891][G loss: 1.786 acc: 0.047] 0:05:57.813187 5402 [D loss: 0.433 R 0.459 F 0.407][D acc: 0.797 R 0.750 F 0.844][G loss: 1.726 acc: 0.047] 0:05:57.888893 5403 [D loss: 0.466 R 0.474 F 0.459][D acc: 0.781 R 0.734 F 0.828][G loss: 1.437 acc: 0.094] 0:05:57.961894 5404 [D loss: 0.478 R 0.518 F 0.439][D acc: 0.773 R 0.672 F 0.875][G loss: 1.559 acc: 0.094] 0:05:58.056198 5405 [D loss: 0.386 R 0.433 F 0.340][D acc: 0.820 R 0.719 F 0.922][G loss: 1.715 acc: 0.016] 0:05:58.137579 5406 [D loss: 0.418 R 0.402 F 0.434][D acc: 0.836 R 0.781 F 0.891][G loss: 1.416 acc: 0.141] 0:05:58.218311 5407 [D loss: 0.532 R 0.436 F 0.629][D acc: 0.766 R 0.750 F 0.781][G loss: 1.884 acc: 0.016] 0:05:58.312701 5408 [D loss: 0.556 R 0.614 F 0.498][D acc: 0.703 R 0.578 F 0.828][G loss: 1.542 acc: 0.062] 0:05:58.395795 5409 [D loss: 0.490 R 0.505 F 0.475][D acc: 0.734 R 0.703 F 0.766][G loss: 1.596 acc: 0.109] 0:05:58.479696 5410 [D loss: 0.534 R 0.524 F 0.543][D acc: 0.742 R 0.672 F 0.812][G loss: 1.376 acc: 0.156] 0:05:58.562739 5411 [D loss: 0.435 R 0.479 F 0.391][D acc: 0.867 R 0.812 F 0.922][G loss: 1.534 acc: 0.062] 0:05:58.656249 5412 [D loss: 0.541 R 0.550 F 0.533][D acc: 0.719 R 0.703 F 0.734][G loss: 1.719 acc: 0.047] 0:05:58.737251 5413 [D loss: 0.435 R 0.461 F 0.409][D acc: 0.828 R 0.734 F 0.922][G loss: 1.629 acc: 0.156] 0:05:58.824411 5414 [D loss: 0.593 R 0.601 F 0.584][D acc: 0.688 R 0.609 F 0.766][G loss: 1.732 acc: 0.094] 0:05:58.900794 5415 [D loss: 0.539 R 0.566 F 0.512][D acc: 0.680 R 0.594 F 0.766][G loss: 1.460 acc: 0.125] 0:05:58.976011 5416 [D loss: 0.505 R 0.536 F 0.474][D acc: 0.734 R 0.641 F 0.828][G loss: 1.455 acc: 0.094] 0:05:59.055951 5417 [D loss: 0.503 R 0.516 F 0.489][D acc: 0.750 R 0.703 F 0.797][G loss: 1.651 acc: 0.109] 0:05:59.137493 5418 [D loss: 0.401 R 0.378 F 0.423][D acc: 0.820 R 0.797 F 0.844][G loss: 1.527 acc: 0.094] 0:05:59.210891 5419 [D loss: 0.497 R 0.429 F 0.565][D acc: 0.820 R 0.797 F 0.844][G loss: 1.824 acc: 0.094] 0:05:59.299142 5420 [D loss: 0.542 R 0.631 F 0.453][D acc: 0.742 R 0.641 F 0.844][G loss: 1.608 acc: 0.047] 0:05:59.377484 5421 [D loss: 0.502 R 0.567 F 0.437][D acc: 0.734 R 0.641 F 0.828][G loss: 1.504 acc: 0.094] 0:05:59.452857 5422 [D loss: 0.669 R 0.521 F 0.817][D acc: 0.695 R 0.688 F 0.703][G loss: 1.597 acc: 0.062] 0:05:59.531250 5423 [D loss: 0.507 R 0.523 F 0.492][D acc: 0.773 R 0.750 F 0.797][G loss: 1.472 acc: 0.125] 0:05:59.606421 5424 [D loss: 0.539 R 0.639 F 0.438][D acc: 0.734 R 0.609 F 0.859][G loss: 1.570 acc: 0.078] 0:05:59.685468 5425 [D loss: 0.599 R 0.566 F 0.633][D acc: 0.680 R 0.641 F 0.719][G loss: 1.682 acc: 0.062] 0:05:59.765230 5426 [D loss: 0.411 R 0.442 F 0.380][D acc: 0.805 R 0.750 F 0.859][G loss: 1.760 acc: 0.016] 0:05:59.844955 5427 [D loss: 0.486 R 0.523 F 0.449][D acc: 0.773 R 0.688 F 0.859][G loss: 1.478 acc: 0.156] 0:05:59.943491 5428 [D loss: 0.551 R 0.548 F 0.555][D acc: 0.727 R 0.656 F 0.797][G loss: 1.574 acc: 0.125] 0:06:00.028879 5429 [D loss: 0.626 R 0.753 F 0.499][D acc: 0.664 R 0.531 F 0.797][G loss: 1.313 acc: 0.062] 0:06:00.107652 5430 [D loss: 0.518 R 0.621 F 0.415][D acc: 0.703 R 0.547 F 0.859][G loss: 1.365 acc: 0.094] 0:06:00.186157 5431 [D loss: 0.479 R 0.447 F 0.511][D acc: 0.773 R 0.750 F 0.797][G loss: 1.613 acc: 0.078] 0:06:00.270209 5432 [D loss: 0.573 R 0.566 F 0.581][D acc: 0.703 R 0.625 F 0.781][G loss: 1.454 acc: 0.078] 0:06:00.347541 5433 [D loss: 0.482 R 0.507 F 0.456][D acc: 0.789 R 0.688 F 0.891][G loss: 1.416 acc: 0.156] 0:06:00.423718 5434 [D loss: 0.456 R 0.530 F 0.381][D acc: 0.758 R 0.656 F 0.859][G loss: 1.513 acc: 0.156] 0:06:00.502310 5435 [D loss: 0.482 R 0.417 F 0.546][D acc: 0.773 R 0.766 F 0.781][G loss: 1.602 acc: 0.109] 0:06:00.580604 5436 [D loss: 0.525 R 0.635 F 0.415][D acc: 0.766 R 0.641 F 0.891][G loss: 1.397 acc: 0.109] 0:06:00.659217 5437 [D loss: 0.588 R 0.550 F 0.625][D acc: 0.727 R 0.656 F 0.797][G loss: 1.560 acc: 0.047] 0:06:00.743043 5438 [D loss: 0.551 R 0.625 F 0.478][D acc: 0.695 R 0.625 F 0.766][G loss: 1.500 acc: 0.094] 0:06:00.835679 5439 [D loss: 0.523 R 0.496 F 0.550][D acc: 0.719 R 0.703 F 0.734][G loss: 1.514 acc: 0.094] 0:06:00.909672 5440 [D loss: 0.554 R 0.659 F 0.448][D acc: 0.750 R 0.641 F 0.859][G loss: 1.501 acc: 0.078] 0:06:01.003830 5441 [D loss: 0.497 R 0.573 F 0.421][D acc: 0.711 R 0.609 F 0.812][G loss: 1.369 acc: 0.156] 0:06:01.084263 5442 [D loss: 0.537 R 0.498 F 0.577][D acc: 0.719 R 0.688 F 0.750][G loss: 1.316 acc: 0.125] 0:06:01.160228 5443 [D loss: 0.449 R 0.430 F 0.468][D acc: 0.805 R 0.781 F 0.828][G loss: 1.401 acc: 0.094] 0:06:01.247768 5444 [D loss: 0.539 R 0.482 F 0.596][D acc: 0.758 R 0.703 F 0.812][G loss: 1.332 acc: 0.188] 0:06:01.333137 5445 [D loss: 0.429 R 0.504 F 0.355][D acc: 0.805 R 0.688 F 0.922][G loss: 1.444 acc: 0.109] 0:06:01.409720 5446 [D loss: 0.460 R 0.423 F 0.496][D acc: 0.820 R 0.797 F 0.844][G loss: 1.725 acc: 0.031] 0:06:01.489989 5447 [D loss: 0.529 R 0.571 F 0.488][D acc: 0.703 R 0.562 F 0.844][G loss: 1.474 acc: 0.109] 0:06:01.564180 5448 [D loss: 0.503 R 0.515 F 0.491][D acc: 0.766 R 0.703 F 0.828][G loss: 1.516 acc: 0.109] 0:06:01.657649 5449 [D loss: 0.507 R 0.411 F 0.603][D acc: 0.766 R 0.781 F 0.750][G loss: 1.655 acc: 0.031] 0:06:01.738607 5450 [D loss: 0.495 R 0.569 F 0.421][D acc: 0.750 R 0.625 F 0.875][G loss: 1.498 acc: 0.094] 0:06:01.810304 5451 [D loss: 0.536 R 0.567 F 0.505][D acc: 0.727 R 0.656 F 0.797][G loss: 1.581 acc: 0.078] 0:06:01.886695 5452 [D loss: 0.488 R 0.478 F 0.498][D acc: 0.773 R 0.750 F 0.797][G loss: 1.516 acc: 0.078] 0:06:01.972800 5453 [D loss: 0.626 R 0.675 F 0.576][D acc: 0.695 R 0.516 F 0.875][G loss: 1.496 acc: 0.156] 0:06:02.044330 5454 [D loss: 0.526 R 0.578 F 0.474][D acc: 0.750 R 0.688 F 0.812][G loss: 1.502 acc: 0.094] 0:06:02.116739 5455 [D loss: 0.478 R 0.385 F 0.571][D acc: 0.805 R 0.797 F 0.812][G loss: 1.334 acc: 0.156] 0:06:02.195148 5456 [D loss: 0.488 R 0.503 F 0.472][D acc: 0.758 R 0.672 F 0.844][G loss: 1.419 acc: 0.125] 0:06:02.269203 5457 [D loss: 0.373 R 0.369 F 0.378][D acc: 0.828 R 0.781 F 0.875][G loss: 1.589 acc: 0.094] 0:06:02.352138 5458 [D loss: 0.637 R 0.652 F 0.622][D acc: 0.617 R 0.578 F 0.656][G loss: 1.644 acc: 0.047] 0:06:02.437317 5459 [D loss: 0.457 R 0.466 F 0.448][D acc: 0.789 R 0.688 F 0.891][G loss: 1.635 acc: 0.062] 0:06:02.510968 5460 [D loss: 0.441 R 0.416 F 0.467][D acc: 0.781 R 0.734 F 0.828][G loss: 1.571 acc: 0.047] 0:06:02.582912 5461 [D loss: 0.460 R 0.416 F 0.503][D acc: 0.828 R 0.828 F 0.828][G loss: 1.506 acc: 0.109] 0:06:02.673879 5462 [D loss: 0.536 R 0.553 F 0.519][D acc: 0.711 R 0.641 F 0.781][G loss: 1.874 acc: 0.047] 0:06:02.747740 5463 [D loss: 0.515 R 0.558 F 0.473][D acc: 0.688 R 0.594 F 0.781][G loss: 1.445 acc: 0.172] 0:06:02.818730 5464 [D loss: 0.406 R 0.472 F 0.341][D acc: 0.805 R 0.750 F 0.859][G loss: 1.583 acc: 0.172] 0:06:02.906961 5465 [D loss: 0.532 R 0.456 F 0.608][D acc: 0.734 R 0.703 F 0.766][G loss: 1.735 acc: 0.078] 0:06:02.982098 5466 [D loss: 0.450 R 0.457 F 0.442][D acc: 0.812 R 0.750 F 0.875][G loss: 1.669 acc: 0.031] 0:06:03.053682 5467 [D loss: 0.534 R 0.539 F 0.528][D acc: 0.719 R 0.672 F 0.766][G loss: 1.551 acc: 0.109] 0:06:03.137593 5468 [D loss: 0.501 R 0.524 F 0.477][D acc: 0.781 R 0.734 F 0.828][G loss: 1.541 acc: 0.094] 0:06:03.211381 5469 [D loss: 0.530 R 0.524 F 0.536][D acc: 0.766 R 0.703 F 0.828][G loss: 1.542 acc: 0.094] 0:06:03.291650 5470 [D loss: 0.500 R 0.567 F 0.433][D acc: 0.719 R 0.562 F 0.875][G loss: 1.752 acc: 0.141] 0:06:03.381012 5471 [D loss: 0.512 R 0.621 F 0.403][D acc: 0.758 R 0.625 F 0.891][G loss: 1.769 acc: 0.062] 0:06:03.463367 5472 [D loss: 0.545 R 0.495 F 0.594][D acc: 0.766 R 0.750 F 0.781][G loss: 1.790 acc: 0.094] 0:06:03.534783 5473 [D loss: 0.513 R 0.629 F 0.396][D acc: 0.773 R 0.641 F 0.906][G loss: 1.593 acc: 0.094] 0:06:03.613672 5474 [D loss: 0.486 R 0.522 F 0.451][D acc: 0.805 R 0.703 F 0.906][G loss: 1.678 acc: 0.031] 0:06:03.689560 5475 [D loss: 0.630 R 0.654 F 0.607][D acc: 0.688 R 0.578 F 0.797][G loss: 1.561 acc: 0.109] 0:06:03.764516 5476 [D loss: 0.449 R 0.465 F 0.432][D acc: 0.781 R 0.703 F 0.859][G loss: 1.630 acc: 0.109] 0:06:03.844384 5477 [D loss: 0.468 R 0.472 F 0.464][D acc: 0.758 R 0.688 F 0.828][G loss: 1.612 acc: 0.125] 0:06:03.916329 5478 [D loss: 0.471 R 0.543 F 0.399][D acc: 0.742 R 0.641 F 0.844][G loss: 1.563 acc: 0.125] 0:06:03.999103 5479 [D loss: 0.501 R 0.474 F 0.527][D acc: 0.734 R 0.688 F 0.781][G loss: 1.551 acc: 0.062] 0:06:04.079012 5480 [D loss: 0.466 R 0.466 F 0.466][D acc: 0.766 R 0.719 F 0.812][G loss: 1.600 acc: 0.062] 0:06:04.150018 5481 [D loss: 0.605 R 0.537 F 0.673][D acc: 0.711 R 0.672 F 0.750][G loss: 1.480 acc: 0.125] 0:06:04.224769 5482 [D loss: 0.516 R 0.639 F 0.393][D acc: 0.727 R 0.609 F 0.844][G loss: 1.573 acc: 0.078] 0:06:04.303578 5483 [D loss: 0.477 R 0.480 F 0.474][D acc: 0.758 R 0.672 F 0.844][G loss: 1.408 acc: 0.141] 0:06:04.383690 5484 [D loss: 0.475 R 0.458 F 0.491][D acc: 0.766 R 0.703 F 0.828][G loss: 1.747 acc: 0.094] 0:06:04.461725 5485 [D loss: 0.421 R 0.495 F 0.346][D acc: 0.836 R 0.734 F 0.938][G loss: 1.640 acc: 0.047] 0:06:04.542201 5486 [D loss: 0.500 R 0.532 F 0.468][D acc: 0.781 R 0.719 F 0.844][G loss: 1.425 acc: 0.141] 0:06:04.617010 5487 [D loss: 0.507 R 0.512 F 0.502][D acc: 0.727 R 0.688 F 0.766][G loss: 1.454 acc: 0.062] 0:06:04.700800 5488 [D loss: 0.581 R 0.564 F 0.597][D acc: 0.711 R 0.609 F 0.812][G loss: 1.352 acc: 0.094] 0:06:04.795657 5489 [D loss: 0.449 R 0.485 F 0.412][D acc: 0.812 R 0.734 F 0.891][G loss: 1.512 acc: 0.125] 0:06:04.869728 5490 [D loss: 0.527 R 0.607 F 0.447][D acc: 0.766 R 0.656 F 0.875][G loss: 1.291 acc: 0.141] 0:06:04.962630 5491 [D loss: 0.434 R 0.365 F 0.502][D acc: 0.805 R 0.797 F 0.812][G loss: 1.627 acc: 0.047] 0:06:05.050070 5492 [D loss: 0.491 R 0.556 F 0.427][D acc: 0.727 R 0.594 F 0.859][G loss: 1.475 acc: 0.109] 0:06:05.133094 5493 [D loss: 0.512 R 0.501 F 0.522][D acc: 0.766 R 0.688 F 0.844][G loss: 1.482 acc: 0.078] 0:06:05.207614 5494 [D loss: 0.528 R 0.545 F 0.511][D acc: 0.734 R 0.688 F 0.781][G loss: 1.584 acc: 0.125] 0:06:05.290866 5495 [D loss: 0.639 R 0.696 F 0.582][D acc: 0.672 R 0.594 F 0.750][G loss: 1.595 acc: 0.047] 0:06:05.385418 5496 [D loss: 0.517 R 0.604 F 0.430][D acc: 0.750 R 0.625 F 0.875][G loss: 1.558 acc: 0.047] 0:06:05.461508 5497 [D loss: 0.500 R 0.556 F 0.444][D acc: 0.734 R 0.625 F 0.844][G loss: 1.474 acc: 0.062] 0:06:05.541881 5498 [D loss: 0.450 R 0.465 F 0.434][D acc: 0.758 R 0.672 F 0.844][G loss: 1.491 acc: 0.062] 0:06:05.616596 5499 [D loss: 0.578 R 0.556 F 0.600][D acc: 0.648 R 0.594 F 0.703][G loss: 1.561 acc: 0.062] 0:06:05.689395 5500 [D loss: 0.448 R 0.536 F 0.360][D acc: 0.789 R 0.641 F 0.938][G loss: 1.495 acc: 0.094] 0:06:05.776259 5501 [D loss: 0.441 R 0.346 F 0.537][D acc: 0.805 R 0.828 F 0.781][G loss: 1.529 acc: 0.094] 0:06:05.852529 5502 [D loss: 0.500 R 0.508 F 0.492][D acc: 0.781 R 0.734 F 0.828][G loss: 1.523 acc: 0.078] 0:06:05.931291 5503 [D loss: 0.475 R 0.505 F 0.446][D acc: 0.734 R 0.688 F 0.781][G loss: 1.631 acc: 0.078] 0:06:06.019488 5504 [D loss: 0.476 R 0.486 F 0.467][D acc: 0.773 R 0.719 F 0.828][G loss: 1.592 acc: 0.078] 0:06:06.102204 5505 [D loss: 0.493 R 0.480 F 0.505][D acc: 0.766 R 0.703 F 0.828][G loss: 1.587 acc: 0.016] 0:06:06.176173 5506 [D loss: 0.554 R 0.538 F 0.571][D acc: 0.773 R 0.719 F 0.828][G loss: 1.510 acc: 0.094] 0:06:06.265035 5507 [D loss: 0.539 R 0.635 F 0.443][D acc: 0.758 R 0.656 F 0.859][G loss: 1.443 acc: 0.094] 0:06:06.339633 5508 [D loss: 0.457 R 0.512 F 0.403][D acc: 0.797 R 0.672 F 0.922][G loss: 1.486 acc: 0.047] 0:06:06.417552 5509 [D loss: 0.433 R 0.370 F 0.495][D acc: 0.797 R 0.797 F 0.797][G loss: 1.503 acc: 0.094] 0:06:06.498732 5510 [D loss: 0.528 R 0.480 F 0.576][D acc: 0.742 R 0.734 F 0.750][G loss: 1.580 acc: 0.062] 0:06:06.572270 5511 [D loss: 0.597 R 0.674 F 0.519][D acc: 0.711 R 0.562 F 0.859][G loss: 1.615 acc: 0.109] 0:06:06.648204 5512 [D loss: 0.542 R 0.521 F 0.564][D acc: 0.758 R 0.656 F 0.859][G loss: 1.478 acc: 0.125] 0:06:06.737001 5513 [D loss: 0.597 R 0.612 F 0.582][D acc: 0.695 R 0.641 F 0.750][G loss: 1.479 acc: 0.141] 0:06:06.819750 5514 [D loss: 0.439 R 0.452 F 0.425][D acc: 0.836 R 0.766 F 0.906][G loss: 1.366 acc: 0.094] 0:06:06.896698 5515 [D loss: 0.546 R 0.557 F 0.535][D acc: 0.719 R 0.641 F 0.797][G loss: 1.356 acc: 0.078] 0:06:06.979475 5516 [D loss: 0.442 R 0.410 F 0.474][D acc: 0.836 R 0.828 F 0.844][G loss: 1.535 acc: 0.141] 0:06:07.059493 5517 [D loss: 0.452 R 0.479 F 0.425][D acc: 0.773 R 0.703 F 0.844][G loss: 1.528 acc: 0.062] 0:06:07.131609 5518 [D loss: 0.441 R 0.435 F 0.448][D acc: 0.789 R 0.734 F 0.844][G loss: 1.420 acc: 0.125] 0:06:07.209949 5519 [D loss: 0.587 R 0.396 F 0.778][D acc: 0.750 R 0.797 F 0.703][G loss: 1.917 acc: 0.047] 0:06:07.281423 5520 [D loss: 0.405 R 0.442 F 0.369][D acc: 0.852 R 0.797 F 0.906][G loss: 1.653 acc: 0.047] 0:06:07.353851 5521 [D loss: 0.497 R 0.422 F 0.571][D acc: 0.797 R 0.797 F 0.797][G loss: 1.771 acc: 0.031] 0:06:07.443261 5522 [D loss: 0.478 R 0.566 F 0.391][D acc: 0.797 R 0.719 F 0.875][G loss: 1.592 acc: 0.062] 0:06:07.518119 5523 [D loss: 0.393 R 0.368 F 0.418][D acc: 0.828 R 0.812 F 0.844][G loss: 1.671 acc: 0.094] 0:06:07.590997 5524 [D loss: 0.489 R 0.515 F 0.462][D acc: 0.742 R 0.688 F 0.797][G loss: 1.763 acc: 0.031] 0:06:07.675627 5525 [D loss: 0.461 R 0.435 F 0.486][D acc: 0.797 R 0.750 F 0.844][G loss: 1.800 acc: 0.047] 0:06:07.751738 5526 [D loss: 0.619 R 0.778 F 0.460][D acc: 0.703 R 0.547 F 0.859][G loss: 1.434 acc: 0.094] 0:06:07.824389 5527 [D loss: 0.546 R 0.623 F 0.469][D acc: 0.719 R 0.594 F 0.844][G loss: 1.521 acc: 0.062] 0:06:07.905191 5528 [D loss: 0.416 R 0.427 F 0.405][D acc: 0.820 R 0.750 F 0.891][G loss: 1.621 acc: 0.094] 0:06:07.978946 5529 [D loss: 0.488 R 0.399 F 0.578][D acc: 0.742 R 0.781 F 0.703][G loss: 1.663 acc: 0.016] 0:06:08.068594 5530 [D loss: 0.565 R 0.705 F 0.424][D acc: 0.727 R 0.578 F 0.875][G loss: 1.659 acc: 0.047] 0:06:08.167249 5531 [D loss: 0.464 R 0.509 F 0.419][D acc: 0.766 R 0.719 F 0.812][G loss: 1.614 acc: 0.062] 0:06:08.240517 5532 [D loss: 0.551 R 0.641 F 0.460][D acc: 0.734 R 0.609 F 0.859][G loss: 1.480 acc: 0.141] 0:06:08.313330 5533 [D loss: 0.445 R 0.459 F 0.432][D acc: 0.789 R 0.703 F 0.875][G loss: 1.386 acc: 0.109] 0:06:08.403741 5534 [D loss: 0.428 R 0.434 F 0.422][D acc: 0.781 R 0.719 F 0.844][G loss: 1.589 acc: 0.094] 0:06:08.483024 5535 [D loss: 0.450 R 0.406 F 0.495][D acc: 0.828 R 0.766 F 0.891][G loss: 1.803 acc: 0.047] 0:06:08.555377 5536 [D loss: 0.453 R 0.484 F 0.422][D acc: 0.789 R 0.734 F 0.844][G loss: 1.740 acc: 0.016] 0:06:08.636667 5537 [D loss: 0.481 R 0.474 F 0.487][D acc: 0.789 R 0.750 F 0.828][G loss: 1.624 acc: 0.078] 0:06:08.713953 5538 [D loss: 0.548 R 0.568 F 0.529][D acc: 0.773 R 0.703 F 0.844][G loss: 1.663 acc: 0.031] 0:06:08.785115 5539 [D loss: 0.549 R 0.548 F 0.550][D acc: 0.727 R 0.656 F 0.797][G loss: 1.612 acc: 0.047] 0:06:08.870489 5540 [D loss: 0.529 R 0.602 F 0.456][D acc: 0.750 R 0.594 F 0.906][G loss: 1.557 acc: 0.078] 0:06:08.942921 5541 [D loss: 0.483 R 0.560 F 0.406][D acc: 0.805 R 0.688 F 0.922][G loss: 1.443 acc: 0.141] 0:06:09.017744 5542 [D loss: 0.447 R 0.474 F 0.420][D acc: 0.773 R 0.719 F 0.828][G loss: 1.572 acc: 0.094] 0:06:09.095856 5543 [D loss: 0.432 R 0.374 F 0.490][D acc: 0.750 R 0.719 F 0.781][G loss: 1.673 acc: 0.078] 0:06:09.172074 5544 [D loss: 0.444 R 0.499 F 0.388][D acc: 0.797 R 0.688 F 0.906][G loss: 1.651 acc: 0.141] 0:06:09.259039 5545 [D loss: 0.357 R 0.373 F 0.340][D acc: 0.859 R 0.797 F 0.922][G loss: 1.631 acc: 0.094] 0:06:09.344966 5546 [D loss: 0.519 R 0.409 F 0.628][D acc: 0.734 R 0.734 F 0.734][G loss: 1.672 acc: 0.047] 0:06:09.416722 5547 [D loss: 0.555 R 0.640 F 0.469][D acc: 0.695 R 0.547 F 0.844][G loss: 1.560 acc: 0.109] 0:06:09.489647 5548 [D loss: 0.509 R 0.559 F 0.458][D acc: 0.781 R 0.672 F 0.891][G loss: 1.589 acc: 0.094] 0:06:09.578102 5549 [D loss: 0.425 R 0.506 F 0.344][D acc: 0.812 R 0.703 F 0.922][G loss: 1.511 acc: 0.109] 0:06:09.652156 5550 [D loss: 0.521 R 0.432 F 0.610][D acc: 0.750 R 0.750 F 0.750][G loss: 1.697 acc: 0.047] 0:06:09.732800 5551 [D loss: 0.554 R 0.621 F 0.486][D acc: 0.672 R 0.531 F 0.812][G loss: 1.665 acc: 0.094] 0:06:09.814101 5552 [D loss: 0.505 R 0.453 F 0.556][D acc: 0.758 R 0.734 F 0.781][G loss: 1.709 acc: 0.047] 0:06:09.888936 5553 [D loss: 0.516 R 0.623 F 0.409][D acc: 0.766 R 0.594 F 0.938][G loss: 1.497 acc: 0.047] 0:06:09.962573 5554 [D loss: 0.441 R 0.511 F 0.372][D acc: 0.773 R 0.672 F 0.875][G loss: 1.719 acc: 0.062] 0:06:10.043950 5555 [D loss: 0.479 R 0.525 F 0.433][D acc: 0.789 R 0.703 F 0.875][G loss: 1.725 acc: 0.078] 0:06:10.117007 5556 [D loss: 0.492 R 0.421 F 0.564][D acc: 0.734 R 0.734 F 0.734][G loss: 1.564 acc: 0.125] 0:06:10.196794 5557 [D loss: 0.596 R 0.747 F 0.444][D acc: 0.695 R 0.578 F 0.812][G loss: 1.493 acc: 0.062] 0:06:10.277794 5558 [D loss: 0.440 R 0.450 F 0.430][D acc: 0.797 R 0.734 F 0.859][G loss: 1.429 acc: 0.141] 0:06:10.350853 5559 [D loss: 0.540 R 0.611 F 0.469][D acc: 0.734 R 0.656 F 0.812][G loss: 1.432 acc: 0.094] 0:06:10.423631 5560 [D loss: 0.567 R 0.431 F 0.703][D acc: 0.805 R 0.781 F 0.828][G loss: 1.466 acc: 0.094] 0:06:10.508723 5561 [D loss: 0.492 R 0.553 F 0.430][D acc: 0.742 R 0.688 F 0.797][G loss: 1.405 acc: 0.125] 0:06:10.584445 5562 [D loss: 0.433 R 0.404 F 0.462][D acc: 0.789 R 0.750 F 0.828][G loss: 1.595 acc: 0.109] 0:06:10.657768 5563 [D loss: 0.430 R 0.371 F 0.490][D acc: 0.852 R 0.812 F 0.891][G loss: 1.657 acc: 0.047] 0:06:10.739501 5564 [D loss: 0.651 R 0.688 F 0.614][D acc: 0.711 R 0.625 F 0.797][G loss: 1.689 acc: 0.062] 0:06:10.813047 5565 [D loss: 0.539 R 0.689 F 0.388][D acc: 0.734 R 0.594 F 0.875][G loss: 1.507 acc: 0.047] 0:06:10.902485 5566 [D loss: 0.511 R 0.487 F 0.534][D acc: 0.773 R 0.734 F 0.812][G loss: 1.557 acc: 0.047] 0:06:10.984328 5567 [D loss: 0.489 R 0.487 F 0.492][D acc: 0.758 R 0.688 F 0.828][G loss: 1.519 acc: 0.078] 0:06:11.059708 5568 [D loss: 0.506 R 0.522 F 0.490][D acc: 0.773 R 0.703 F 0.844][G loss: 1.540 acc: 0.016] 0:06:11.136351 5569 [D loss: 0.492 R 0.527 F 0.456][D acc: 0.734 R 0.656 F 0.812][G loss: 1.530 acc: 0.094] 0:06:11.229325 5570 [D loss: 0.547 R 0.618 F 0.475][D acc: 0.719 R 0.594 F 0.844][G loss: 1.365 acc: 0.109] 0:06:11.303291 5571 [D loss: 0.452 R 0.454 F 0.450][D acc: 0.805 R 0.719 F 0.891][G loss: 1.422 acc: 0.094] 0:06:11.378541 5572 [D loss: 0.607 R 0.532 F 0.681][D acc: 0.797 R 0.734 F 0.859][G loss: 1.535 acc: 0.109] 0:06:11.464932 5573 [D loss: 0.452 R 0.515 F 0.389][D acc: 0.789 R 0.688 F 0.891][G loss: 1.611 acc: 0.062] 0:06:11.536148 5574 [D loss: 0.561 R 0.531 F 0.590][D acc: 0.742 R 0.688 F 0.797][G loss: 1.596 acc: 0.078] 0:06:11.615024 5575 [D loss: 0.532 R 0.606 F 0.459][D acc: 0.727 R 0.656 F 0.797][G loss: 1.571 acc: 0.031] 0:06:11.696995 5576 [D loss: 0.397 R 0.436 F 0.358][D acc: 0.844 R 0.766 F 0.922][G loss: 1.650 acc: 0.047] 0:06:11.769132 5577 [D loss: 0.492 R 0.487 F 0.496][D acc: 0.789 R 0.719 F 0.859][G loss: 1.669 acc: 0.078] 0:06:11.841330 5578 [D loss: 0.570 R 0.609 F 0.530][D acc: 0.719 R 0.625 F 0.812][G loss: 1.561 acc: 0.094] 0:06:11.924103 5579 [D loss: 0.557 R 0.644 F 0.469][D acc: 0.719 R 0.578 F 0.859][G loss: 1.507 acc: 0.094] 0:06:12.004999 5580 [D loss: 0.553 R 0.550 F 0.557][D acc: 0.711 R 0.609 F 0.812][G loss: 1.399 acc: 0.109] 0:06:12.084325 5581 [D loss: 0.429 R 0.400 F 0.458][D acc: 0.812 R 0.781 F 0.844][G loss: 1.645 acc: 0.094] 0:06:12.172552 5582 [D loss: 0.461 R 0.478 F 0.445][D acc: 0.758 R 0.703 F 0.812][G loss: 1.740 acc: 0.031] 0:06:12.249210 5583 [D loss: 0.503 R 0.462 F 0.544][D acc: 0.742 R 0.719 F 0.766][G loss: 1.542 acc: 0.109] 0:06:12.333053 5584 [D loss: 0.491 R 0.543 F 0.439][D acc: 0.789 R 0.719 F 0.859][G loss: 1.635 acc: 0.047] 0:06:12.413352 5585 [D loss: 0.480 R 0.516 F 0.444][D acc: 0.742 R 0.641 F 0.844][G loss: 1.455 acc: 0.078] 0:06:12.491737 5586 [D loss: 0.416 R 0.452 F 0.380][D acc: 0.812 R 0.766 F 0.859][G loss: 1.707 acc: 0.016] 0:06:12.574163 5587 [D loss: 0.513 R 0.487 F 0.539][D acc: 0.766 R 0.734 F 0.797][G loss: 1.753 acc: 0.047] 0:06:12.670006 5588 [D loss: 0.400 R 0.445 F 0.355][D acc: 0.805 R 0.734 F 0.875][G loss: 1.654 acc: 0.078] 0:06:12.749917 5589 [D loss: 0.444 R 0.388 F 0.501][D acc: 0.812 R 0.812 F 0.812][G loss: 1.690 acc: 0.031] 0:06:12.825960 5590 [D loss: 0.481 R 0.558 F 0.403][D acc: 0.789 R 0.734 F 0.844][G loss: 1.835 acc: 0.062] 0:06:12.914890 5591 [D loss: 0.495 R 0.405 F 0.585][D acc: 0.797 R 0.766 F 0.828][G loss: 1.688 acc: 0.109] 0:06:12.997032 5592 [D loss: 0.506 R 0.577 F 0.435][D acc: 0.758 R 0.625 F 0.891][G loss: 1.613 acc: 0.047] 0:06:13.072708 5593 [D loss: 0.499 R 0.457 F 0.541][D acc: 0.758 R 0.719 F 0.797][G loss: 1.580 acc: 0.031] 0:06:13.165438 5594 [D loss: 0.567 R 0.584 F 0.551][D acc: 0.727 R 0.688 F 0.766][G loss: 1.637 acc: 0.047] 0:06:13.240650 5595 [D loss: 0.539 R 0.477 F 0.602][D acc: 0.727 R 0.719 F 0.734][G loss: 1.751 acc: 0.062] 0:06:13.311701 5596 [D loss: 0.480 R 0.661 F 0.298][D acc: 0.766 R 0.578 F 0.953][G loss: 2.148 acc: 0.047] 0:06:13.395087 5597 [D loss: 0.666 R 0.862 F 0.470][D acc: 0.664 R 0.500 F 0.828][G loss: 1.509 acc: 0.047] 0:06:13.479733 5598 [D loss: 0.448 R 0.502 F 0.394][D acc: 0.805 R 0.719 F 0.891][G loss: 1.731 acc: 0.094] 0:06:13.568775 5599 [D loss: 0.689 R 0.705 F 0.673][D acc: 0.625 R 0.531 F 0.719][G loss: 1.406 acc: 0.125] 0:06:13.661899 5600 [D loss: 0.472 R 0.373 F 0.571][D acc: 0.773 R 0.797 F 0.750][G loss: 1.533 acc: 0.094] 0:06:13.747089 5601 [D loss: 0.491 R 0.457 F 0.526][D acc: 0.703 R 0.656 F 0.750][G loss: 1.503 acc: 0.062] 0:06:13.818653 5602 [D loss: 0.471 R 0.508 F 0.434][D acc: 0.805 R 0.703 F 0.906][G loss: 1.555 acc: 0.109] 0:06:13.898725 5603 [D loss: 0.476 R 0.477 F 0.475][D acc: 0.742 R 0.672 F 0.812][G loss: 1.614 acc: 0.094] 0:06:13.973287 5604 [D loss: 0.445 R 0.419 F 0.471][D acc: 0.812 R 0.797 F 0.828][G loss: 1.524 acc: 0.031] 0:06:14.049704 5605 [D loss: 0.553 R 0.580 F 0.525][D acc: 0.703 R 0.672 F 0.734][G loss: 1.491 acc: 0.062] 0:06:14.141830 5606 [D loss: 0.602 R 0.581 F 0.622][D acc: 0.758 R 0.672 F 0.844][G loss: 1.709 acc: 0.031] 0:06:14.218705 5607 [D loss: 0.447 R 0.487 F 0.407][D acc: 0.820 R 0.734 F 0.906][G loss: 1.616 acc: 0.078] 0:06:14.290724 5608 [D loss: 0.432 R 0.462 F 0.403][D acc: 0.812 R 0.734 F 0.891][G loss: 1.642 acc: 0.047] 0:06:14.371694 5609 [D loss: 0.462 R 0.469 F 0.455][D acc: 0.797 R 0.797 F 0.797][G loss: 1.587 acc: 0.062] 0:06:14.450276 5610 [D loss: 0.452 R 0.513 F 0.392][D acc: 0.812 R 0.734 F 0.891][G loss: 1.709 acc: 0.078] 0:06:14.526559 5611 [D loss: 0.481 R 0.429 F 0.533][D acc: 0.750 R 0.719 F 0.781][G loss: 1.691 acc: 0.031] 0:06:14.610963 5612 [D loss: 0.462 R 0.519 F 0.405][D acc: 0.758 R 0.656 F 0.859][G loss: 1.675 acc: 0.016] 0:06:14.689113 5613 [D loss: 0.458 R 0.494 F 0.421][D acc: 0.773 R 0.688 F 0.859][G loss: 1.546 acc: 0.078] 0:06:14.761561 5614 [D loss: 0.462 R 0.489 F 0.435][D acc: 0.789 R 0.703 F 0.875][G loss: 1.674 acc: 0.094] 0:06:14.843197 5615 [D loss: 0.524 R 0.597 F 0.451][D acc: 0.695 R 0.562 F 0.828][G loss: 1.647 acc: 0.062] 0:06:14.922055 5616 [D loss: 0.397 R 0.370 F 0.424][D acc: 0.836 R 0.844 F 0.828][G loss: 1.411 acc: 0.125] 0:06:14.996609 5617 [D loss: 0.410 R 0.371 F 0.449][D acc: 0.812 R 0.797 F 0.828][G loss: 1.461 acc: 0.156] 0:06:15.087516 5618 [D loss: 0.412 R 0.360 F 0.463][D acc: 0.820 R 0.766 F 0.875][G loss: 1.712 acc: 0.047] 0:06:15.164068 5619 [D loss: 0.509 R 0.657 F 0.361][D acc: 0.758 R 0.609 F 0.906][G loss: 1.739 acc: 0.047] 0:06:15.238214 5620 [D loss: 0.547 R 0.464 F 0.630][D acc: 0.781 R 0.766 F 0.797][G loss: 1.708 acc: 0.078] 0:06:15.320889 5621 [D loss: 0.528 R 0.629 F 0.427][D acc: 0.711 R 0.625 F 0.797][G loss: 1.611 acc: 0.078] 0:06:15.399916 5622 [D loss: 0.585 R 0.630 F 0.540][D acc: 0.711 R 0.625 F 0.797][G loss: 1.721 acc: 0.062] 0:06:15.471746 5623 [D loss: 0.493 R 0.538 F 0.448][D acc: 0.766 R 0.672 F 0.859][G loss: 1.599 acc: 0.094] 0:06:15.556929 5624 [D loss: 0.519 R 0.552 F 0.487][D acc: 0.727 R 0.641 F 0.812][G loss: 1.667 acc: 0.094] 0:06:15.635558 5625 [D loss: 0.422 R 0.407 F 0.436][D acc: 0.797 R 0.719 F 0.875][G loss: 1.757 acc: 0.078] 0:06:15.732935 5626 [D loss: 0.315 R 0.332 F 0.298][D acc: 0.891 R 0.844 F 0.938][G loss: 1.760 acc: 0.047] 0:06:15.836613 5627 [D loss: 0.391 R 0.440 F 0.341][D acc: 0.820 R 0.719 F 0.922][G loss: 1.736 acc: 0.094] 0:06:15.913495 5628 [D loss: 0.384 R 0.383 F 0.385][D acc: 0.820 R 0.781 F 0.859][G loss: 1.795 acc: 0.016] 0:06:15.992205 5629 [D loss: 0.516 R 0.510 F 0.522][D acc: 0.742 R 0.656 F 0.828][G loss: 1.761 acc: 0.078] 0:06:16.075822 5630 [D loss: 0.550 R 0.430 F 0.670][D acc: 0.750 R 0.750 F 0.750][G loss: 2.034 acc: 0.078] 0:06:16.154822 5631 [D loss: 0.504 R 0.602 F 0.407][D acc: 0.695 R 0.531 F 0.859][G loss: 1.731 acc: 0.094] 0:06:16.232820 5632 [D loss: 0.395 R 0.365 F 0.426][D acc: 0.828 R 0.812 F 0.844][G loss: 1.764 acc: 0.094] 0:06:16.315821 5633 [D loss: 0.518 R 0.481 F 0.555][D acc: 0.727 R 0.688 F 0.766][G loss: 1.752 acc: 0.078] 0:06:16.391723 5634 [D loss: 0.474 R 0.474 F 0.474][D acc: 0.805 R 0.750 F 0.859][G loss: 1.648 acc: 0.125] 0:06:16.469048 5635 [D loss: 0.460 R 0.506 F 0.414][D acc: 0.773 R 0.750 F 0.797][G loss: 1.663 acc: 0.062] 0:06:16.559532 5636 [D loss: 0.471 R 0.428 F 0.514][D acc: 0.789 R 0.734 F 0.844][G loss: 1.660 acc: 0.078] 0:06:16.636671 5637 [D loss: 0.525 R 0.442 F 0.609][D acc: 0.781 R 0.781 F 0.781][G loss: 1.752 acc: 0.078] 0:06:16.715353 5638 [D loss: 0.483 R 0.644 F 0.321][D acc: 0.773 R 0.641 F 0.906][G loss: 1.712 acc: 0.109] 0:06:16.796591 5639 [D loss: 0.436 R 0.442 F 0.430][D acc: 0.812 R 0.766 F 0.859][G loss: 1.643 acc: 0.062] 0:06:16.872708 5640 [D loss: 0.576 R 0.448 F 0.705][D acc: 0.719 R 0.734 F 0.703][G loss: 2.099 acc: 0.109] 0:06:16.947807 5641 [D loss: 0.463 R 0.528 F 0.398][D acc: 0.797 R 0.688 F 0.906][G loss: 1.916 acc: 0.031] 0:06:17.036447 5642 [D loss: 0.561 R 0.721 F 0.402][D acc: 0.727 R 0.578 F 0.875][G loss: 1.725 acc: 0.031] 0:06:17.116024 5643 [D loss: 0.427 R 0.409 F 0.444][D acc: 0.789 R 0.766 F 0.812][G loss: 1.554 acc: 0.141] 0:06:17.189670 5644 [D loss: 0.597 R 0.710 F 0.484][D acc: 0.766 R 0.688 F 0.844][G loss: 1.700 acc: 0.016] 0:06:17.280070 5645 [D loss: 0.572 R 0.476 F 0.669][D acc: 0.750 R 0.719 F 0.781][G loss: 1.784 acc: 0.078] 0:06:17.353276 5646 [D loss: 0.590 R 0.567 F 0.614][D acc: 0.680 R 0.625 F 0.734][G loss: 1.781 acc: 0.031] 0:06:17.427761 5647 [D loss: 0.438 R 0.520 F 0.355][D acc: 0.805 R 0.719 F 0.891][G loss: 1.566 acc: 0.062] 0:06:17.514673 5648 [D loss: 0.522 R 0.581 F 0.463][D acc: 0.758 R 0.688 F 0.828][G loss: 1.793 acc: 0.047] 0:06:17.589559 5649 [D loss: 0.493 R 0.548 F 0.438][D acc: 0.727 R 0.625 F 0.828][G loss: 1.657 acc: 0.062] 0:06:17.663328 5650 [D loss: 0.518 R 0.421 F 0.615][D acc: 0.758 R 0.703 F 0.812][G loss: 1.560 acc: 0.094] 0:06:17.747456 5651 [D loss: 0.556 R 0.683 F 0.428][D acc: 0.711 R 0.578 F 0.844][G loss: 1.610 acc: 0.078] 0:06:17.823802 5652 [D loss: 0.476 R 0.457 F 0.495][D acc: 0.781 R 0.766 F 0.797][G loss: 1.736 acc: 0.062] 0:06:17.905556 5653 [D loss: 0.484 R 0.474 F 0.494][D acc: 0.742 R 0.688 F 0.797][G loss: 1.609 acc: 0.078] 0:06:18.004375 5654 [D loss: 0.487 R 0.580 F 0.394][D acc: 0.766 R 0.641 F 0.891][G loss: 1.808 acc: 0.062] 0:06:18.085349 5655 [D loss: 0.547 R 0.485 F 0.609][D acc: 0.734 R 0.688 F 0.781][G loss: 1.571 acc: 0.062] 0:06:18.159487 5656 [D loss: 0.474 R 0.539 F 0.409][D acc: 0.805 R 0.703 F 0.906][G loss: 1.596 acc: 0.109] 0:06:18.241012 5657 [D loss: 0.460 R 0.473 F 0.447][D acc: 0.781 R 0.688 F 0.875][G loss: 1.766 acc: 0.031] 0:06:18.318976 5658 [D loss: 0.576 R 0.430 F 0.723][D acc: 0.688 R 0.719 F 0.656][G loss: 1.737 acc: 0.016] 0:06:18.393180 5659 [D loss: 0.539 R 0.629 F 0.448][D acc: 0.711 R 0.625 F 0.797][G loss: 1.742 acc: 0.031] 0:06:18.473142 5660 [D loss: 0.424 R 0.509 F 0.339][D acc: 0.805 R 0.719 F 0.891][G loss: 1.547 acc: 0.094] 0:06:18.561697 5661 [D loss: 0.446 R 0.414 F 0.478][D acc: 0.820 R 0.797 F 0.844][G loss: 1.632 acc: 0.078] 0:06:18.644620 5662 [D loss: 0.594 R 0.586 F 0.603][D acc: 0.711 R 0.641 F 0.781][G loss: 1.712 acc: 0.047] 0:06:18.727966 5663 [D loss: 0.518 R 0.482 F 0.553][D acc: 0.781 R 0.734 F 0.828][G loss: 1.756 acc: 0.031] 0:06:18.799741 5664 [D loss: 0.472 R 0.550 F 0.394][D acc: 0.758 R 0.688 F 0.828][G loss: 1.588 acc: 0.062] 0:06:18.895659 5665 [D loss: 0.416 R 0.512 F 0.320][D acc: 0.828 R 0.719 F 0.938][G loss: 1.338 acc: 0.172] 0:06:18.978720 5666 [D loss: 0.625 R 0.441 F 0.810][D acc: 0.750 R 0.766 F 0.734][G loss: 1.531 acc: 0.141] 0:06:19.052986 5667 [D loss: 0.515 R 0.627 F 0.404][D acc: 0.719 R 0.609 F 0.828][G loss: 1.460 acc: 0.109] 0:06:19.125274 5668 [D loss: 0.519 R 0.516 F 0.521][D acc: 0.734 R 0.656 F 0.812][G loss: 1.641 acc: 0.047] 0:06:19.208844 5669 [D loss: 0.517 R 0.565 F 0.468][D acc: 0.711 R 0.672 F 0.750][G loss: 1.747 acc: 0.109] 0:06:19.281276 5670 [D loss: 0.521 R 0.582 F 0.461][D acc: 0.750 R 0.641 F 0.859][G loss: 1.635 acc: 0.047] 0:06:19.362700 5671 [D loss: 0.589 R 0.570 F 0.609][D acc: 0.727 R 0.656 F 0.797][G loss: 1.306 acc: 0.141] 0:06:19.458735 5672 [D loss: 0.463 R 0.501 F 0.426][D acc: 0.789 R 0.703 F 0.875][G loss: 1.534 acc: 0.109] 0:06:19.545870 5673 [D loss: 0.579 R 0.580 F 0.579][D acc: 0.711 R 0.656 F 0.766][G loss: 1.601 acc: 0.031] 0:06:19.622180 5674 [D loss: 0.561 R 0.552 F 0.571][D acc: 0.758 R 0.734 F 0.781][G loss: 1.600 acc: 0.078] 0:06:19.709964 5675 [D loss: 0.524 R 0.581 F 0.468][D acc: 0.711 R 0.641 F 0.781][G loss: 1.494 acc: 0.094] 0:06:19.785179 5676 [D loss: 0.495 R 0.492 F 0.499][D acc: 0.750 R 0.672 F 0.828][G loss: 1.378 acc: 0.109] 0:06:19.860785 5677 [D loss: 0.476 R 0.494 F 0.457][D acc: 0.727 R 0.688 F 0.766][G loss: 1.533 acc: 0.094] 0:06:19.947215 5678 [D loss: 0.400 R 0.416 F 0.384][D acc: 0.812 R 0.750 F 0.875][G loss: 1.535 acc: 0.047] 0:06:20.029264 5679 [D loss: 0.406 R 0.386 F 0.426][D acc: 0.820 R 0.750 F 0.891][G loss: 1.669 acc: 0.094] 0:06:20.103686 5680 [D loss: 0.500 R 0.503 F 0.498][D acc: 0.758 R 0.750 F 0.766][G loss: 1.579 acc: 0.016] 0:06:20.194852 5681 [D loss: 0.524 R 0.526 F 0.523][D acc: 0.727 R 0.656 F 0.797][G loss: 1.712 acc: 0.109] 0:06:20.281152 5682 [D loss: 0.440 R 0.523 F 0.357][D acc: 0.812 R 0.672 F 0.953][G loss: 1.426 acc: 0.125] 0:06:20.358850 5683 [D loss: 0.505 R 0.515 F 0.495][D acc: 0.734 R 0.688 F 0.781][G loss: 1.615 acc: 0.062] 0:06:20.448740 5684 [D loss: 0.536 R 0.568 F 0.504][D acc: 0.711 R 0.641 F 0.781][G loss: 1.727 acc: 0.062] 0:06:20.522251 5685 [D loss: 0.612 R 0.587 F 0.637][D acc: 0.711 R 0.656 F 0.766][G loss: 1.726 acc: 0.047] 0:06:20.605060 5686 [D loss: 0.466 R 0.548 F 0.384][D acc: 0.789 R 0.688 F 0.891][G loss: 1.552 acc: 0.062] 0:06:20.694887 5687 [D loss: 0.475 R 0.539 F 0.411][D acc: 0.758 R 0.672 F 0.844][G loss: 1.505 acc: 0.094] 0:06:20.784834 5688 [D loss: 0.452 R 0.313 F 0.591][D acc: 0.805 R 0.828 F 0.781][G loss: 1.731 acc: 0.047] 0:06:20.879868 5689 [D loss: 0.491 R 0.537 F 0.444][D acc: 0.766 R 0.672 F 0.859][G loss: 1.640 acc: 0.047] 0:06:20.961114 5690 [D loss: 0.410 R 0.408 F 0.411][D acc: 0.820 R 0.750 F 0.891][G loss: 1.578 acc: 0.109] 0:06:21.036980 5691 [D loss: 0.468 R 0.418 F 0.518][D acc: 0.742 R 0.734 F 0.750][G loss: 1.661 acc: 0.094] 0:06:21.110406 5692 [D loss: 0.476 R 0.520 F 0.433][D acc: 0.750 R 0.656 F 0.844][G loss: 1.719 acc: 0.016] 0:06:21.192637 5693 [D loss: 0.571 R 0.527 F 0.615][D acc: 0.742 R 0.688 F 0.797][G loss: 1.683 acc: 0.078] 0:06:21.268071 5694 [D loss: 0.473 R 0.552 F 0.394][D acc: 0.773 R 0.672 F 0.875][G loss: 1.635 acc: 0.047] 0:06:21.359768 5695 [D loss: 0.562 R 0.413 F 0.712][D acc: 0.742 R 0.750 F 0.734][G loss: 1.909 acc: 0.031] 0:06:21.442680 5696 [D loss: 0.569 R 0.735 F 0.404][D acc: 0.711 R 0.562 F 0.859][G loss: 1.641 acc: 0.016] 0:06:21.524069 5697 [D loss: 0.511 R 0.554 F 0.467][D acc: 0.758 R 0.703 F 0.812][G loss: 1.489 acc: 0.094] 0:06:21.600517 5698 [D loss: 0.458 R 0.443 F 0.473][D acc: 0.789 R 0.750 F 0.828][G loss: 1.532 acc: 0.094] 0:06:21.691983 5699 [D loss: 0.495 R 0.497 F 0.493][D acc: 0.734 R 0.688 F 0.781][G loss: 1.790 acc: 0.047] 0:06:21.772089 5700 [D loss: 0.505 R 0.622 F 0.389][D acc: 0.750 R 0.641 F 0.859][G loss: 1.804 acc: 0.047] 0:06:21.846770 5701 [D loss: 0.500 R 0.633 F 0.366][D acc: 0.719 R 0.547 F 0.891][G loss: 1.582 acc: 0.078] 0:06:21.927161 5702 [D loss: 0.602 R 0.507 F 0.696][D acc: 0.711 R 0.703 F 0.719][G loss: 1.715 acc: 0.047] 0:06:22.004897 5703 [D loss: 0.453 R 0.477 F 0.429][D acc: 0.766 R 0.672 F 0.859][G loss: 1.527 acc: 0.125] 0:06:22.080644 5704 [D loss: 0.492 R 0.522 F 0.463][D acc: 0.773 R 0.688 F 0.859][G loss: 1.753 acc: 0.109] 0:06:22.163450 5705 [D loss: 0.597 R 0.729 F 0.466][D acc: 0.703 R 0.594 F 0.812][G loss: 1.542 acc: 0.094] 0:06:22.250188 5706 [D loss: 0.544 R 0.558 F 0.529][D acc: 0.719 R 0.641 F 0.797][G loss: 1.600 acc: 0.016] 0:06:22.323976 5707 [D loss: 0.449 R 0.498 F 0.400][D acc: 0.766 R 0.641 F 0.891][G loss: 1.558 acc: 0.016] 0:06:22.405803 5708 [D loss: 0.515 R 0.473 F 0.558][D acc: 0.727 R 0.656 F 0.797][G loss: 1.417 acc: 0.125] 0:06:22.484636 5709 [D loss: 0.541 R 0.521 F 0.560][D acc: 0.727 R 0.688 F 0.766][G loss: 1.596 acc: 0.062] 0:06:22.559504 5710 [D loss: 0.485 R 0.470 F 0.501][D acc: 0.758 R 0.734 F 0.781][G loss: 1.621 acc: 0.031] 0:06:22.648344 5711 [D loss: 0.441 R 0.521 F 0.361][D acc: 0.805 R 0.688 F 0.922][G loss: 1.787 acc: 0.031] 0:06:22.731624 5712 [D loss: 0.487 R 0.417 F 0.557][D acc: 0.789 R 0.750 F 0.828][G loss: 1.710 acc: 0.047] 0:06:22.810081 5713 [D loss: 0.506 R 0.491 F 0.521][D acc: 0.719 R 0.688 F 0.750][G loss: 1.575 acc: 0.047] 0:06:22.905366 5714 [D loss: 0.485 R 0.562 F 0.408][D acc: 0.797 R 0.719 F 0.875][G loss: 1.536 acc: 0.141] 0:06:23.004563 5715 [D loss: 0.434 R 0.443 F 0.425][D acc: 0.805 R 0.750 F 0.859][G loss: 1.615 acc: 0.141] 0:06:23.084859 5716 [D loss: 0.448 R 0.331 F 0.565][D acc: 0.812 R 0.828 F 0.797][G loss: 1.618 acc: 0.109] 0:06:23.175642 5717 [D loss: 0.576 R 0.614 F 0.537][D acc: 0.695 R 0.609 F 0.781][G loss: 1.817 acc: 0.031] 0:06:23.254178 5718 [D loss: 0.636 R 0.798 F 0.475][D acc: 0.688 R 0.516 F 0.859][G loss: 1.791 acc: 0.031] 0:06:23.338573 5719 [D loss: 0.511 R 0.570 F 0.452][D acc: 0.773 R 0.688 F 0.859][G loss: 1.561 acc: 0.031] 0:06:23.420924 5720 [D loss: 0.500 R 0.551 F 0.450][D acc: 0.750 R 0.703 F 0.797][G loss: 1.665 acc: 0.094] 0:06:23.494611 5721 [D loss: 0.531 R 0.520 F 0.542][D acc: 0.742 R 0.688 F 0.797][G loss: 1.342 acc: 0.156] 0:06:23.573995 5722 [D loss: 0.556 R 0.431 F 0.681][D acc: 0.727 R 0.719 F 0.734][G loss: 1.629 acc: 0.125] 0:06:23.684327 5723 [D loss: 0.445 R 0.471 F 0.420][D acc: 0.805 R 0.719 F 0.891][G loss: 1.915 acc: 0.016] 0:06:23.761158 5724 [D loss: 0.495 R 0.619 F 0.370][D acc: 0.766 R 0.641 F 0.891][G loss: 1.708 acc: 0.078] 0:06:23.858002 5725 [D loss: 0.508 R 0.496 F 0.520][D acc: 0.766 R 0.734 F 0.797][G loss: 1.754 acc: 0.000] 0:06:23.940787 5726 [D loss: 0.480 R 0.539 F 0.421][D acc: 0.781 R 0.688 F 0.875][G loss: 1.558 acc: 0.109] 0:06:24.015591 5727 [D loss: 0.557 R 0.448 F 0.666][D acc: 0.742 R 0.750 F 0.734][G loss: 1.635 acc: 0.031] 0:06:24.095379 5728 [D loss: 0.485 R 0.526 F 0.445][D acc: 0.758 R 0.656 F 0.859][G loss: 1.558 acc: 0.094] 0:06:24.184267 5729 [D loss: 0.455 R 0.426 F 0.484][D acc: 0.797 R 0.781 F 0.812][G loss: 1.721 acc: 0.078] 0:06:24.259798 5730 [D loss: 0.503 R 0.545 F 0.460][D acc: 0.781 R 0.734 F 0.828][G loss: 1.613 acc: 0.062] 0:06:24.340499 5731 [D loss: 0.511 R 0.636 F 0.387][D acc: 0.727 R 0.594 F 0.859][G loss: 1.604 acc: 0.062] 0:06:24.426934 5732 [D loss: 0.488 R 0.435 F 0.540][D acc: 0.719 R 0.656 F 0.781][G loss: 1.876 acc: 0.016] 0:06:24.501857 5733 [D loss: 0.537 R 0.583 F 0.490][D acc: 0.750 R 0.672 F 0.828][G loss: 1.603 acc: 0.047] 0:06:24.579103 5734 [D loss: 0.498 R 0.509 F 0.488][D acc: 0.781 R 0.734 F 0.828][G loss: 1.447 acc: 0.109] 0:06:24.667572 5735 [D loss: 0.486 R 0.565 F 0.407][D acc: 0.758 R 0.656 F 0.859][G loss: 1.640 acc: 0.078] 0:06:24.745154 5736 [D loss: 0.566 R 0.662 F 0.471][D acc: 0.742 R 0.594 F 0.891][G loss: 1.455 acc: 0.078] 0:06:24.834722 5737 [D loss: 0.602 R 0.496 F 0.708][D acc: 0.742 R 0.719 F 0.766][G loss: 1.522 acc: 0.062] 0:06:24.921483 5738 [D loss: 0.535 R 0.622 F 0.447][D acc: 0.734 R 0.641 F 0.828][G loss: 1.746 acc: 0.094] 0:06:24.999082 5739 [D loss: 0.444 R 0.467 F 0.422][D acc: 0.805 R 0.781 F 0.828][G loss: 1.540 acc: 0.078] 0:06:25.081154 5740 [D loss: 0.463 R 0.407 F 0.519][D acc: 0.789 R 0.781 F 0.797][G loss: 1.494 acc: 0.172] 0:06:25.159580 5741 [D loss: 0.492 R 0.538 F 0.446][D acc: 0.812 R 0.750 F 0.875][G loss: 1.676 acc: 0.047] 0:06:25.231081 5742 [D loss: 0.477 R 0.505 F 0.449][D acc: 0.758 R 0.672 F 0.844][G loss: 1.753 acc: 0.031] 0:06:25.304494 5743 [D loss: 0.478 R 0.419 F 0.536][D acc: 0.773 R 0.766 F 0.781][G loss: 1.660 acc: 0.109] 0:06:25.390122 5744 [D loss: 0.398 R 0.377 F 0.419][D acc: 0.859 R 0.844 F 0.875][G loss: 1.670 acc: 0.078] 0:06:25.464958 5745 [D loss: 0.450 R 0.364 F 0.536][D acc: 0.773 R 0.719 F 0.828][G loss: 1.641 acc: 0.062] 0:06:25.538358 5746 [D loss: 0.545 R 0.478 F 0.613][D acc: 0.781 R 0.750 F 0.812][G loss: 1.630 acc: 0.078] 0:06:25.629752 5747 [D loss: 0.544 R 0.580 F 0.508][D acc: 0.734 R 0.656 F 0.812][G loss: 1.657 acc: 0.094] 0:06:25.710108 5748 [D loss: 0.533 R 0.565 F 0.502][D acc: 0.758 R 0.672 F 0.844][G loss: 1.648 acc: 0.062] 0:06:25.788341 5749 [D loss: 0.561 R 0.668 F 0.454][D acc: 0.711 R 0.609 F 0.812][G loss: 1.684 acc: 0.078] 0:06:25.871154 5750 [D loss: 0.419 R 0.391 F 0.446][D acc: 0.828 R 0.797 F 0.859][G loss: 1.617 acc: 0.062] 0:06:25.945248 5751 [D loss: 0.454 R 0.488 F 0.420][D acc: 0.781 R 0.688 F 0.875][G loss: 1.490 acc: 0.109] 0:06:26.016336 5752 [D loss: 0.496 R 0.397 F 0.594][D acc: 0.789 R 0.797 F 0.781][G loss: 1.565 acc: 0.078] 0:06:26.098915 5753 [D loss: 0.460 R 0.472 F 0.447][D acc: 0.758 R 0.688 F 0.828][G loss: 1.783 acc: 0.047] 0:06:26.183315 5754 [D loss: 0.498 R 0.463 F 0.532][D acc: 0.781 R 0.750 F 0.812][G loss: 1.717 acc: 0.031] 0:06:26.262541 5755 [D loss: 0.479 R 0.421 F 0.538][D acc: 0.805 R 0.812 F 0.797][G loss: 1.672 acc: 0.047] 0:06:26.345969 5756 [D loss: 0.507 R 0.665 F 0.350][D acc: 0.711 R 0.578 F 0.844][G loss: 1.656 acc: 0.062] 0:06:26.428409 5757 [D loss: 0.500 R 0.422 F 0.579][D acc: 0.781 R 0.797 F 0.766][G loss: 1.695 acc: 0.062] 0:06:26.528423 5758 [D loss: 0.487 R 0.585 F 0.389][D acc: 0.773 R 0.672 F 0.875][G loss: 1.591 acc: 0.031] 0:06:26.618492 5759 [D loss: 0.451 R 0.381 F 0.522][D acc: 0.773 R 0.766 F 0.781][G loss: 1.676 acc: 0.109] 0:06:26.707416 5760 [D loss: 0.440 R 0.361 F 0.519][D acc: 0.828 R 0.812 F 0.844][G loss: 1.790 acc: 0.000] 0:06:26.783186 5761 [D loss: 0.533 R 0.622 F 0.443][D acc: 0.719 R 0.609 F 0.828][G loss: 1.585 acc: 0.125] 0:06:26.863953 5762 [D loss: 0.419 R 0.468 F 0.370][D acc: 0.805 R 0.719 F 0.891][G loss: 1.619 acc: 0.141] 0:06:26.941806 5763 [D loss: 0.601 R 0.680 F 0.522][D acc: 0.695 R 0.609 F 0.781][G loss: 1.497 acc: 0.094] 0:06:27.017140 5764 [D loss: 0.542 R 0.618 F 0.467][D acc: 0.773 R 0.688 F 0.859][G loss: 1.525 acc: 0.094] 0:06:27.105984 5765 [D loss: 0.516 R 0.544 F 0.488][D acc: 0.750 R 0.672 F 0.828][G loss: 1.761 acc: 0.031] 0:06:27.185031 5766 [D loss: 0.569 R 0.648 F 0.489][D acc: 0.703 R 0.641 F 0.766][G loss: 1.643 acc: 0.062] 0:06:27.268947 5767 [D loss: 0.450 R 0.447 F 0.453][D acc: 0.773 R 0.703 F 0.844][G loss: 1.793 acc: 0.047] 0:06:27.360452 5768 [D loss: 0.687 R 0.677 F 0.697][D acc: 0.680 R 0.578 F 0.781][G loss: 1.660 acc: 0.016] 0:06:27.441425 5769 [D loss: 0.529 R 0.622 F 0.435][D acc: 0.742 R 0.625 F 0.859][G loss: 1.504 acc: 0.047] 0:06:27.527657 5770 [D loss: 0.525 R 0.529 F 0.522][D acc: 0.742 R 0.688 F 0.797][G loss: 1.600 acc: 0.031] 0:06:27.620508 5771 [D loss: 0.544 R 0.553 F 0.536][D acc: 0.734 R 0.656 F 0.812][G loss: 1.502 acc: 0.094] 0:06:27.706431 5772 [D loss: 0.475 R 0.505 F 0.445][D acc: 0.789 R 0.688 F 0.891][G loss: 1.551 acc: 0.078] 0:06:27.787876 5773 [D loss: 0.535 R 0.513 F 0.556][D acc: 0.727 R 0.688 F 0.766][G loss: 1.483 acc: 0.094] 0:06:27.880435 5774 [D loss: 0.553 R 0.502 F 0.604][D acc: 0.758 R 0.703 F 0.812][G loss: 1.448 acc: 0.109] 0:06:27.978663 5775 [D loss: 0.465 R 0.553 F 0.376][D acc: 0.789 R 0.656 F 0.922][G loss: 1.652 acc: 0.047] 0:06:28.059001 5776 [D loss: 0.562 R 0.557 F 0.567][D acc: 0.742 R 0.719 F 0.766][G loss: 1.463 acc: 0.078] 0:06:28.145202 5777 [D loss: 0.433 R 0.426 F 0.440][D acc: 0.836 R 0.781 F 0.891][G loss: 1.588 acc: 0.047] 0:06:28.222264 5778 [D loss: 0.491 R 0.555 F 0.427][D acc: 0.773 R 0.656 F 0.891][G loss: 1.498 acc: 0.078] 0:06:28.297107 5779 [D loss: 0.504 R 0.359 F 0.649][D acc: 0.766 R 0.781 F 0.750][G loss: 1.672 acc: 0.031] 0:06:28.376970 5780 [D loss: 0.601 R 0.672 F 0.530][D acc: 0.680 R 0.562 F 0.797][G loss: 1.660 acc: 0.031] 0:06:28.449507 5781 [D loss: 0.519 R 0.578 F 0.459][D acc: 0.727 R 0.609 F 0.844][G loss: 1.542 acc: 0.062] 0:06:28.525244 5782 [D loss: 0.406 R 0.360 F 0.452][D acc: 0.844 R 0.828 F 0.859][G loss: 1.520 acc: 0.062] 0:06:28.610509 5783 [D loss: 0.540 R 0.401 F 0.678][D acc: 0.758 R 0.734 F 0.781][G loss: 1.513 acc: 0.062] 0:06:28.695170 5784 [D loss: 0.511 R 0.575 F 0.447][D acc: 0.766 R 0.688 F 0.844][G loss: 1.541 acc: 0.016] 0:06:28.766734 5785 [D loss: 0.512 R 0.600 F 0.425][D acc: 0.758 R 0.656 F 0.859][G loss: 1.588 acc: 0.094] 0:06:28.857043 5786 [D loss: 0.421 R 0.455 F 0.386][D acc: 0.836 R 0.766 F 0.906][G loss: 1.418 acc: 0.141] 0:06:28.929641 5787 [D loss: 0.371 R 0.390 F 0.351][D acc: 0.852 R 0.781 F 0.922][G loss: 1.508 acc: 0.125] 0:06:29.021527 5788 [D loss: 0.455 R 0.445 F 0.466][D acc: 0.805 R 0.766 F 0.844][G loss: 1.518 acc: 0.125] 0:06:29.115503 5789 [D loss: 0.505 R 0.378 F 0.631][D acc: 0.773 R 0.797 F 0.750][G loss: 1.454 acc: 0.109] 0:06:29.190049 5790 [D loss: 0.533 R 0.540 F 0.525][D acc: 0.750 R 0.688 F 0.812][G loss: 1.574 acc: 0.172] 0:06:29.263949 5791 [D loss: 0.535 R 0.534 F 0.537][D acc: 0.773 R 0.719 F 0.828][G loss: 1.777 acc: 0.031] 0:06:29.348375 5792 [D loss: 0.496 R 0.519 F 0.474][D acc: 0.781 R 0.672 F 0.891][G loss: 1.659 acc: 0.062] 0:06:29.428725 5793 [D loss: 0.446 R 0.439 F 0.453][D acc: 0.820 R 0.797 F 0.844][G loss: 1.710 acc: 0.078] 0:06:29.503966 5794 [D loss: 0.495 R 0.598 F 0.392][D acc: 0.758 R 0.656 F 0.859][G loss: 1.765 acc: 0.109] 0:06:29.583823 5795 [D loss: 0.518 R 0.500 F 0.537][D acc: 0.750 R 0.719 F 0.781][G loss: 1.746 acc: 0.047] 0:06:29.662938 5796 [D loss: 0.636 R 0.633 F 0.639][D acc: 0.664 R 0.609 F 0.719][G loss: 1.586 acc: 0.031] 0:06:29.743042 5797 [D loss: 0.495 R 0.601 F 0.388][D acc: 0.766 R 0.656 F 0.875][G loss: 1.739 acc: 0.094] 0:06:29.822732 5798 [D loss: 0.437 R 0.472 F 0.402][D acc: 0.812 R 0.750 F 0.875][G loss: 1.677 acc: 0.109] 0:06:29.900362 5799 [D loss: 0.531 R 0.467 F 0.595][D acc: 0.727 R 0.703 F 0.750][G loss: 1.673 acc: 0.062] 0:06:29.991238 5800 [D loss: 0.447 R 0.470 F 0.424][D acc: 0.727 R 0.641 F 0.812][G loss: 1.556 acc: 0.141] 0:06:30.078396 5801 [D loss: 0.557 R 0.648 F 0.467][D acc: 0.688 R 0.594 F 0.781][G loss: 1.521 acc: 0.156] 0:06:30.150824 5802 [D loss: 0.494 R 0.517 F 0.471][D acc: 0.734 R 0.641 F 0.828][G loss: 1.470 acc: 0.125] 0:06:30.227062 5803 [D loss: 0.403 R 0.435 F 0.371][D acc: 0.828 R 0.766 F 0.891][G loss: 1.623 acc: 0.109] 0:06:30.311448 5804 [D loss: 0.535 R 0.584 F 0.486][D acc: 0.758 R 0.672 F 0.844][G loss: 1.765 acc: 0.078] 0:06:30.390700 5805 [D loss: 0.479 R 0.546 F 0.412][D acc: 0.781 R 0.672 F 0.891][G loss: 1.704 acc: 0.062] 0:06:30.467313 5806 [D loss: 0.515 R 0.581 F 0.448][D acc: 0.742 R 0.625 F 0.859][G loss: 1.489 acc: 0.141] 0:06:30.553025 5807 [D loss: 0.559 R 0.599 F 0.520][D acc: 0.711 R 0.656 F 0.766][G loss: 1.589 acc: 0.109] 0:06:30.628033 5808 [D loss: 0.494 R 0.528 F 0.461][D acc: 0.766 R 0.719 F 0.812][G loss: 1.601 acc: 0.125] 0:06:30.709789 5809 [D loss: 0.468 R 0.466 F 0.469][D acc: 0.820 R 0.812 F 0.828][G loss: 1.683 acc: 0.078] 0:06:30.798460 5810 [D loss: 0.402 R 0.359 F 0.444][D acc: 0.859 R 0.859 F 0.859][G loss: 1.829 acc: 0.031] 0:06:30.869482 5811 [D loss: 0.445 R 0.456 F 0.434][D acc: 0.766 R 0.719 F 0.812][G loss: 1.803 acc: 0.062] 0:06:30.939944 5812 [D loss: 0.432 R 0.502 F 0.363][D acc: 0.828 R 0.781 F 0.875][G loss: 1.520 acc: 0.125] 0:06:31.014619 5813 [D loss: 0.443 R 0.379 F 0.506][D acc: 0.773 R 0.781 F 0.766][G loss: 1.763 acc: 0.078] 0:06:31.086976 5814 [D loss: 0.514 R 0.556 F 0.472][D acc: 0.711 R 0.625 F 0.797][G loss: 1.720 acc: 0.094] 0:06:31.172458 5815 [D loss: 0.578 R 0.546 F 0.610][D acc: 0.711 R 0.656 F 0.766][G loss: 1.780 acc: 0.031] 0:06:31.252166 5816 [D loss: 0.597 R 0.691 F 0.502][D acc: 0.711 R 0.625 F 0.797][G loss: 1.786 acc: 0.062] 0:06:31.328548 5817 [D loss: 0.585 R 0.698 F 0.471][D acc: 0.719 R 0.625 F 0.812][G loss: 1.532 acc: 0.031] 0:06:31.401870 5818 [D loss: 0.431 R 0.481 F 0.381][D acc: 0.820 R 0.750 F 0.891][G loss: 1.591 acc: 0.109] 0:06:31.501951 5819 [D loss: 0.454 R 0.460 F 0.448][D acc: 0.805 R 0.750 F 0.859][G loss: 1.717 acc: 0.062] 0:06:31.581139 5820 [D loss: 0.485 R 0.433 F 0.538][D acc: 0.805 R 0.812 F 0.797][G loss: 1.634 acc: 0.094] 0:06:31.660002 5821 [D loss: 0.548 R 0.472 F 0.625][D acc: 0.742 R 0.719 F 0.766][G loss: 1.485 acc: 0.047] 0:06:31.750043 5822 [D loss: 0.456 R 0.535 F 0.376][D acc: 0.805 R 0.688 F 0.922][G loss: 1.484 acc: 0.094] 0:06:31.824467 5823 [D loss: 0.511 R 0.555 F 0.467][D acc: 0.758 R 0.672 F 0.844][G loss: 1.642 acc: 0.094] 0:06:31.901628 5824 [D loss: 0.522 R 0.460 F 0.583][D acc: 0.750 R 0.750 F 0.750][G loss: 1.393 acc: 0.156] 0:06:32.010402 5825 [D loss: 0.543 R 0.604 F 0.481][D acc: 0.711 R 0.641 F 0.781][G loss: 1.606 acc: 0.125] 0:06:32.083264 5826 [D loss: 0.496 R 0.496 F 0.496][D acc: 0.758 R 0.688 F 0.828][G loss: 1.461 acc: 0.094] 0:06:32.179886 5827 [D loss: 0.622 R 0.438 F 0.805][D acc: 0.711 R 0.750 F 0.672][G loss: 1.691 acc: 0.062] 0:06:32.267339 5828 [D loss: 0.502 R 0.606 F 0.399][D acc: 0.758 R 0.641 F 0.875][G loss: 1.754 acc: 0.062] 0:06:32.341247 5829 [D loss: 0.674 R 0.917 F 0.430][D acc: 0.672 R 0.484 F 0.859][G loss: 1.475 acc: 0.031] 0:06:32.417575 5830 [D loss: 0.408 R 0.453 F 0.363][D acc: 0.867 R 0.797 F 0.938][G loss: 1.505 acc: 0.094] 0:06:32.508228 5831 [D loss: 0.474 R 0.413 F 0.535][D acc: 0.773 R 0.781 F 0.766][G loss: 1.468 acc: 0.094] 0:06:32.587681 5832 [D loss: 0.399 R 0.402 F 0.396][D acc: 0.828 R 0.797 F 0.859][G loss: 1.470 acc: 0.156] 0:06:32.666328 5833 [D loss: 0.471 R 0.557 F 0.386][D acc: 0.797 R 0.688 F 0.906][G loss: 1.721 acc: 0.078] 0:06:32.756635 5834 [D loss: 0.483 R 0.394 F 0.572][D acc: 0.742 R 0.766 F 0.719][G loss: 1.566 acc: 0.062] 0:06:32.830290 5835 [D loss: 0.527 R 0.622 F 0.432][D acc: 0.734 R 0.594 F 0.875][G loss: 1.409 acc: 0.094] 0:06:32.912353 5836 [D loss: 0.446 R 0.411 F 0.482][D acc: 0.844 R 0.844 F 0.844][G loss: 1.584 acc: 0.094] 0:06:33.010796 5837 [D loss: 0.389 R 0.323 F 0.455][D acc: 0.859 R 0.875 F 0.844][G loss: 1.735 acc: 0.062] 0:06:33.085864 5838 [D loss: 0.443 R 0.463 F 0.423][D acc: 0.781 R 0.719 F 0.844][G loss: 1.848 acc: 0.094] 0:06:33.160717 5839 [D loss: 0.471 R 0.506 F 0.435][D acc: 0.766 R 0.688 F 0.844][G loss: 1.728 acc: 0.078] 0:06:33.243608 5840 [D loss: 0.530 R 0.584 F 0.475][D acc: 0.734 R 0.641 F 0.828][G loss: 1.618 acc: 0.062] 0:06:33.319283 5841 [D loss: 0.491 R 0.476 F 0.506][D acc: 0.805 R 0.781 F 0.828][G loss: 1.605 acc: 0.125] 0:06:33.398081 5842 [D loss: 0.529 R 0.547 F 0.511][D acc: 0.758 R 0.672 F 0.844][G loss: 1.723 acc: 0.047] 0:06:33.492246 5843 [D loss: 0.435 R 0.519 F 0.351][D acc: 0.812 R 0.734 F 0.891][G loss: 1.348 acc: 0.188] 0:06:33.571123 5844 [D loss: 0.442 R 0.493 F 0.392][D acc: 0.805 R 0.750 F 0.859][G loss: 1.584 acc: 0.094] 0:06:33.653483 5845 [D loss: 0.475 R 0.474 F 0.476][D acc: 0.766 R 0.734 F 0.797][G loss: 1.706 acc: 0.094] 0:06:33.739131 5846 [D loss: 0.498 R 0.440 F 0.556][D acc: 0.758 R 0.766 F 0.750][G loss: 1.804 acc: 0.031] 0:06:33.835700 5847 [D loss: 0.463 R 0.521 F 0.405][D acc: 0.812 R 0.750 F 0.875][G loss: 1.698 acc: 0.078] 0:06:33.926052 5848 [D loss: 0.706 R 0.635 F 0.778][D acc: 0.719 R 0.609 F 0.828][G loss: 1.621 acc: 0.016] 0:06:34.029053 5849 [D loss: 0.383 R 0.439 F 0.327][D acc: 0.797 R 0.688 F 0.906][G loss: 1.741 acc: 0.125] 0:06:34.115066 5850 [D loss: 0.408 R 0.436 F 0.380][D acc: 0.805 R 0.750 F 0.859][G loss: 1.890 acc: 0.031] 0:06:34.191733 5851 [D loss: 0.548 R 0.601 F 0.494][D acc: 0.695 R 0.656 F 0.734][G loss: 1.673 acc: 0.109] 0:06:34.274545 5852 [D loss: 0.415 R 0.466 F 0.364][D acc: 0.805 R 0.719 F 0.891][G loss: 1.503 acc: 0.109] 0:06:34.345787 5853 [D loss: 0.485 R 0.493 F 0.477][D acc: 0.789 R 0.719 F 0.859][G loss: 1.610 acc: 0.125] 0:06:34.427955 5854 [D loss: 0.472 R 0.562 F 0.383][D acc: 0.781 R 0.703 F 0.859][G loss: 1.739 acc: 0.062] 0:06:34.516536 5855 [D loss: 0.528 R 0.535 F 0.521][D acc: 0.773 R 0.734 F 0.812][G loss: 1.506 acc: 0.094] 0:06:34.593539 5856 [D loss: 0.532 R 0.496 F 0.569][D acc: 0.695 R 0.656 F 0.734][G loss: 1.662 acc: 0.078] 0:06:34.668372 5857 [D loss: 0.488 R 0.524 F 0.453][D acc: 0.812 R 0.766 F 0.859][G loss: 1.606 acc: 0.125] 0:06:34.755758 5858 [D loss: 0.411 R 0.337 F 0.486][D acc: 0.812 R 0.812 F 0.812][G loss: 1.660 acc: 0.078] 0:06:34.829594 5859 [D loss: 0.456 R 0.559 F 0.354][D acc: 0.758 R 0.641 F 0.875][G loss: 1.782 acc: 0.031] 0:06:34.902104 5860 [D loss: 0.483 R 0.472 F 0.493][D acc: 0.789 R 0.734 F 0.844][G loss: 1.748 acc: 0.047] 0:06:34.983024 5861 [D loss: 0.581 R 0.584 F 0.577][D acc: 0.742 R 0.703 F 0.781][G loss: 1.629 acc: 0.109] 0:06:35.063998 5862 [D loss: 0.521 R 0.637 F 0.404][D acc: 0.742 R 0.609 F 0.875][G loss: 1.483 acc: 0.078] 0:06:35.137737 5863 [D loss: 0.406 R 0.347 F 0.465][D acc: 0.789 R 0.750 F 0.828][G loss: 1.728 acc: 0.094] 0:06:35.221174 5864 [D loss: 0.576 R 0.668 F 0.484][D acc: 0.711 R 0.578 F 0.844][G loss: 1.651 acc: 0.047] 0:06:35.295132 5865 [D loss: 0.426 R 0.475 F 0.376][D acc: 0.766 R 0.719 F 0.812][G loss: 1.544 acc: 0.062] 0:06:35.384707 5866 [D loss: 0.544 R 0.478 F 0.610][D acc: 0.773 R 0.734 F 0.812][G loss: 1.753 acc: 0.016] 0:06:35.474829 5867 [D loss: 0.465 R 0.392 F 0.538][D acc: 0.750 R 0.797 F 0.703][G loss: 1.984 acc: 0.078] 0:06:35.548551 5868 [D loss: 0.374 R 0.399 F 0.348][D acc: 0.852 R 0.781 F 0.922][G loss: 1.922 acc: 0.047] 0:06:35.620492 5869 [D loss: 0.512 R 0.594 F 0.431][D acc: 0.727 R 0.656 F 0.797][G loss: 1.746 acc: 0.078] 0:06:35.711122 5870 [D loss: 0.484 R 0.506 F 0.461][D acc: 0.750 R 0.672 F 0.828][G loss: 1.691 acc: 0.094] 0:06:35.801926 5871 [D loss: 0.592 R 0.496 F 0.689][D acc: 0.766 R 0.750 F 0.781][G loss: 1.700 acc: 0.078] 0:06:35.873207 5872 [D loss: 0.498 R 0.559 F 0.437][D acc: 0.742 R 0.625 F 0.859][G loss: 1.710 acc: 0.062] 0:06:35.962856 5873 [D loss: 0.498 R 0.541 F 0.455][D acc: 0.758 R 0.688 F 0.828][G loss: 1.546 acc: 0.094] 0:06:36.041179 5874 [D loss: 0.466 R 0.383 F 0.548][D acc: 0.789 R 0.797 F 0.781][G loss: 1.769 acc: 0.031] 0:06:36.115313 5875 [D loss: 0.545 R 0.602 F 0.488][D acc: 0.758 R 0.641 F 0.875][G loss: 1.598 acc: 0.062] 0:06:36.198046 5876 [D loss: 0.398 R 0.425 F 0.371][D acc: 0.836 R 0.781 F 0.891][G loss: 1.744 acc: 0.062] 0:06:36.274483 5877 [D loss: 0.442 R 0.526 F 0.359][D acc: 0.789 R 0.703 F 0.875][G loss: 1.765 acc: 0.062] 0:06:36.350285 5878 [D loss: 0.481 R 0.464 F 0.498][D acc: 0.742 R 0.719 F 0.766][G loss: 1.728 acc: 0.062] 0:06:36.440339 5879 [D loss: 0.487 R 0.507 F 0.466][D acc: 0.695 R 0.609 F 0.781][G loss: 1.796 acc: 0.078] 0:06:36.527076 5880 [D loss: 0.419 R 0.469 F 0.370][D acc: 0.805 R 0.750 F 0.859][G loss: 1.872 acc: 0.062] 0:06:36.620512 5881 [D loss: 0.498 R 0.504 F 0.491][D acc: 0.773 R 0.688 F 0.859][G loss: 1.701 acc: 0.031] 0:06:36.707859 5882 [D loss: 0.492 R 0.533 F 0.450][D acc: 0.773 R 0.703 F 0.844][G loss: 1.674 acc: 0.078] 0:06:36.786244 5883 [D loss: 0.567 R 0.663 F 0.471][D acc: 0.727 R 0.609 F 0.844][G loss: 1.594 acc: 0.062] 0:06:36.860612 5884 [D loss: 0.430 R 0.440 F 0.419][D acc: 0.773 R 0.719 F 0.828][G loss: 1.631 acc: 0.062] 0:06:36.942192 5885 [D loss: 0.636 R 0.520 F 0.751][D acc: 0.727 R 0.703 F 0.750][G loss: 1.956 acc: 0.000] 0:06:37.018118 5886 [D loss: 0.444 R 0.472 F 0.415][D acc: 0.773 R 0.703 F 0.844][G loss: 1.857 acc: 0.047] 0:06:37.096483 5887 [D loss: 0.526 R 0.544 F 0.508][D acc: 0.789 R 0.703 F 0.875][G loss: 1.768 acc: 0.047] 0:06:37.184674 5888 [D loss: 0.459 R 0.422 F 0.497][D acc: 0.805 R 0.750 F 0.859][G loss: 1.832 acc: 0.078] 0:06:37.257736 5889 [D loss: 0.534 R 0.625 F 0.443][D acc: 0.719 R 0.578 F 0.859][G loss: 1.699 acc: 0.062] 0:06:37.344074 5890 [D loss: 0.528 R 0.528 F 0.527][D acc: 0.742 R 0.703 F 0.781][G loss: 1.724 acc: 0.031] 0:06:37.428280 5891 [D loss: 0.435 R 0.405 F 0.464][D acc: 0.773 R 0.734 F 0.812][G loss: 1.539 acc: 0.047] 0:06:37.504194 5892 [D loss: 0.439 R 0.416 F 0.462][D acc: 0.820 R 0.797 F 0.844][G loss: 1.977 acc: 0.094] 0:06:37.582020 5893 [D loss: 0.594 R 0.630 F 0.559][D acc: 0.672 R 0.594 F 0.750][G loss: 1.792 acc: 0.016] 0:06:37.672743 5894 [D loss: 0.499 R 0.484 F 0.515][D acc: 0.750 R 0.734 F 0.766][G loss: 1.670 acc: 0.094] 0:06:37.749433 5895 [D loss: 0.461 R 0.434 F 0.487][D acc: 0.758 R 0.719 F 0.797][G loss: 1.459 acc: 0.125] 0:06:37.826935 5896 [D loss: 0.527 R 0.497 F 0.556][D acc: 0.758 R 0.750 F 0.766][G loss: 1.626 acc: 0.109] 0:06:37.921304 5897 [D loss: 0.542 R 0.564 F 0.519][D acc: 0.734 R 0.672 F 0.797][G loss: 1.911 acc: 0.000] 0:06:38.004741 5898 [D loss: 0.500 R 0.426 F 0.575][D acc: 0.758 R 0.734 F 0.781][G loss: 1.817 acc: 0.062] 0:06:38.104567 5899 [D loss: 0.540 R 0.737 F 0.343][D acc: 0.734 R 0.562 F 0.906][G loss: 1.568 acc: 0.062] 0:06:38.202276 5900 [D loss: 0.513 R 0.568 F 0.457][D acc: 0.742 R 0.641 F 0.844][G loss: 1.504 acc: 0.078] 0:06:38.278068 5901 [D loss: 0.528 R 0.507 F 0.549][D acc: 0.688 R 0.625 F 0.750][G loss: 1.552 acc: 0.125] 0:06:38.351958 5902 [D loss: 0.432 R 0.493 F 0.371][D acc: 0.805 R 0.688 F 0.922][G loss: 1.568 acc: 0.047] 0:06:38.438787 5903 [D loss: 0.548 R 0.612 F 0.485][D acc: 0.742 R 0.641 F 0.844][G loss: 1.518 acc: 0.156] 0:06:38.516092 5904 [D loss: 0.459 R 0.408 F 0.510][D acc: 0.820 R 0.750 F 0.891][G loss: 1.467 acc: 0.062] 0:06:38.590303 5905 [D loss: 0.472 R 0.441 F 0.502][D acc: 0.789 R 0.766 F 0.812][G loss: 1.497 acc: 0.062] 0:06:38.680934 5906 [D loss: 0.541 R 0.715 F 0.367][D acc: 0.758 R 0.609 F 0.906][G loss: 1.361 acc: 0.172] 0:06:38.756832 5907 [D loss: 0.533 R 0.462 F 0.604][D acc: 0.742 R 0.781 F 0.703][G loss: 1.547 acc: 0.031] 0:06:38.837414 5908 [D loss: 0.544 R 0.508 F 0.579][D acc: 0.727 R 0.719 F 0.734][G loss: 1.573 acc: 0.094] 0:06:38.919564 5909 [D loss: 0.519 R 0.608 F 0.430][D acc: 0.742 R 0.625 F 0.859][G loss: 1.582 acc: 0.062] 0:06:38.999856 5910 [D loss: 0.507 R 0.490 F 0.524][D acc: 0.766 R 0.703 F 0.828][G loss: 1.580 acc: 0.109] 0:06:39.072569 5911 [D loss: 0.484 R 0.479 F 0.489][D acc: 0.734 R 0.688 F 0.781][G loss: 1.725 acc: 0.016] 0:06:39.151857 5912 [D loss: 0.492 R 0.590 F 0.394][D acc: 0.781 R 0.688 F 0.875][G loss: 1.528 acc: 0.047] 0:06:39.225336 5913 [D loss: 0.497 R 0.432 F 0.561][D acc: 0.797 R 0.766 F 0.828][G loss: 1.510 acc: 0.078] 0:06:39.306692 5914 [D loss: 0.537 R 0.593 F 0.481][D acc: 0.727 R 0.656 F 0.797][G loss: 1.425 acc: 0.078] 0:06:39.392161 5915 [D loss: 0.458 R 0.467 F 0.449][D acc: 0.797 R 0.719 F 0.875][G loss: 1.602 acc: 0.016] 0:06:39.465963 5916 [D loss: 0.529 R 0.588 F 0.470][D acc: 0.703 R 0.625 F 0.781][G loss: 1.610 acc: 0.047] 0:06:39.539272 5917 [D loss: 0.550 R 0.572 F 0.528][D acc: 0.727 R 0.641 F 0.812][G loss: 1.429 acc: 0.125] 0:06:39.616404 5918 [D loss: 0.466 R 0.402 F 0.530][D acc: 0.797 R 0.797 F 0.797][G loss: 1.629 acc: 0.109] 0:06:39.693508 5919 [D loss: 0.545 R 0.571 F 0.518][D acc: 0.711 R 0.656 F 0.766][G loss: 1.634 acc: 0.047] 0:06:39.768949 5920 [D loss: 0.551 R 0.654 F 0.448][D acc: 0.734 R 0.578 F 0.891][G loss: 1.448 acc: 0.062] 0:06:39.860979 5921 [D loss: 0.513 R 0.513 F 0.514][D acc: 0.766 R 0.672 F 0.859][G loss: 1.626 acc: 0.031] 0:06:39.938785 5922 [D loss: 0.485 R 0.537 F 0.434][D acc: 0.789 R 0.672 F 0.906][G loss: 1.581 acc: 0.078] 0:06:40.040106 5923 [D loss: 0.571 R 0.570 F 0.571][D acc: 0.727 R 0.656 F 0.797][G loss: 1.553 acc: 0.031] 0:06:40.140263 5924 [D loss: 0.458 R 0.552 F 0.363][D acc: 0.797 R 0.641 F 0.953][G loss: 1.528 acc: 0.062] 0:06:40.233926 5925 [D loss: 0.435 R 0.426 F 0.443][D acc: 0.781 R 0.734 F 0.828][G loss: 1.474 acc: 0.094] 0:06:40.312046 5926 [D loss: 0.452 R 0.516 F 0.389][D acc: 0.758 R 0.656 F 0.859][G loss: 1.542 acc: 0.094] 0:06:40.399819 5927 [D loss: 0.468 R 0.518 F 0.417][D acc: 0.781 R 0.656 F 0.906][G loss: 1.603 acc: 0.078] 0:06:40.476578 5928 [D loss: 0.417 R 0.452 F 0.382][D acc: 0.828 R 0.750 F 0.906][G loss: 1.542 acc: 0.078] 0:06:40.552107 5929 [D loss: 0.448 R 0.400 F 0.495][D acc: 0.797 R 0.734 F 0.859][G loss: 1.587 acc: 0.094] 0:06:40.645635 5930 [D loss: 0.585 R 0.516 F 0.654][D acc: 0.727 R 0.672 F 0.781][G loss: 1.733 acc: 0.094] 0:06:40.724194 5931 [D loss: 0.569 R 0.593 F 0.546][D acc: 0.703 R 0.609 F 0.797][G loss: 1.556 acc: 0.047] 0:06:40.803939 5932 [D loss: 0.566 R 0.636 F 0.496][D acc: 0.703 R 0.594 F 0.812][G loss: 1.567 acc: 0.156] 0:06:40.896355 5933 [D loss: 0.517 R 0.506 F 0.527][D acc: 0.742 R 0.688 F 0.797][G loss: 1.577 acc: 0.062] 0:06:40.969120 5934 [D loss: 0.515 R 0.633 F 0.397][D acc: 0.727 R 0.562 F 0.891][G loss: 1.602 acc: 0.078] 0:06:41.041254 5935 [D loss: 0.478 R 0.602 F 0.353][D acc: 0.766 R 0.656 F 0.875][G loss: 1.459 acc: 0.125] 0:06:41.123682 5936 [D loss: 0.487 R 0.523 F 0.452][D acc: 0.766 R 0.688 F 0.844][G loss: 1.494 acc: 0.094] 0:06:41.212508 5937 [D loss: 0.379 R 0.333 F 0.425][D acc: 0.797 R 0.750 F 0.844][G loss: 1.535 acc: 0.094] 0:06:41.290354 5938 [D loss: 0.478 R 0.439 F 0.517][D acc: 0.789 R 0.750 F 0.828][G loss: 1.529 acc: 0.047] 0:06:41.373184 5939 [D loss: 0.497 R 0.434 F 0.560][D acc: 0.727 R 0.703 F 0.750][G loss: 1.605 acc: 0.062] 0:06:41.463721 5940 [D loss: 0.449 R 0.532 F 0.366][D acc: 0.805 R 0.672 F 0.938][G loss: 1.506 acc: 0.047] 0:06:41.539122 5941 [D loss: 0.514 R 0.558 F 0.470][D acc: 0.734 R 0.625 F 0.844][G loss: 1.818 acc: 0.062] 0:06:41.625537 5942 [D loss: 0.494 R 0.518 F 0.470][D acc: 0.773 R 0.734 F 0.812][G loss: 1.605 acc: 0.094] 0:06:41.711862 5943 [D loss: 0.626 R 0.462 F 0.790][D acc: 0.727 R 0.703 F 0.750][G loss: 1.611 acc: 0.094] 0:06:41.785991 5944 [D loss: 0.487 R 0.569 F 0.405][D acc: 0.727 R 0.609 F 0.844][G loss: 1.657 acc: 0.047] 0:06:41.874525 5945 [D loss: 0.460 R 0.481 F 0.439][D acc: 0.789 R 0.734 F 0.844][G loss: 1.476 acc: 0.016] 0:06:41.972528 5946 [D loss: 0.550 R 0.494 F 0.606][D acc: 0.766 R 0.812 F 0.719][G loss: 1.444 acc: 0.141] 0:06:42.064729 5947 [D loss: 0.470 R 0.526 F 0.415][D acc: 0.805 R 0.688 F 0.922][G loss: 1.475 acc: 0.125] 0:06:42.146691 5948 [D loss: 0.488 R 0.469 F 0.507][D acc: 0.781 R 0.766 F 0.797][G loss: 1.657 acc: 0.047] 0:06:42.229345 5949 [D loss: 0.409 R 0.383 F 0.434][D acc: 0.844 R 0.781 F 0.906][G loss: 1.486 acc: 0.031] 0:06:42.577631 5950 [D loss: 0.519 R 0.524 F 0.514][D acc: 0.711 R 0.672 F 0.750][G loss: 1.627 acc: 0.078] 0:06:42.655644 5951 [D loss: 0.486 R 0.474 F 0.498][D acc: 0.758 R 0.766 F 0.750][G loss: 1.751 acc: 0.078] 0:06:42.737806 5952 [D loss: 0.431 R 0.524 F 0.338][D acc: 0.789 R 0.641 F 0.938][G loss: 1.735 acc: 0.016] 0:06:42.818064 5953 [D loss: 0.460 R 0.472 F 0.447][D acc: 0.773 R 0.750 F 0.797][G loss: 1.717 acc: 0.094] 0:06:42.896659 5954 [D loss: 0.615 R 0.587 F 0.644][D acc: 0.719 R 0.641 F 0.797][G loss: 1.538 acc: 0.078] 0:06:42.972559 5955 [D loss: 0.587 R 0.629 F 0.546][D acc: 0.680 R 0.562 F 0.797][G loss: 1.630 acc: 0.031] 0:06:43.059213 5956 [D loss: 0.543 R 0.610 F 0.475][D acc: 0.703 R 0.625 F 0.781][G loss: 1.549 acc: 0.094] 0:06:43.132779 5957 [D loss: 0.416 R 0.435 F 0.396][D acc: 0.812 R 0.766 F 0.859][G loss: 1.500 acc: 0.141] 0:06:43.212040 5958 [D loss: 0.483 R 0.474 F 0.492][D acc: 0.773 R 0.734 F 0.812][G loss: 1.570 acc: 0.141] 0:06:43.293925 5959 [D loss: 0.498 R 0.478 F 0.517][D acc: 0.734 R 0.703 F 0.766][G loss: 1.687 acc: 0.109] 0:06:43.368950 5960 [D loss: 0.623 R 0.610 F 0.635][D acc: 0.672 R 0.625 F 0.719][G loss: 1.478 acc: 0.094] 0:06:43.443087 5961 [D loss: 0.492 R 0.546 F 0.438][D acc: 0.742 R 0.656 F 0.828][G loss: 1.614 acc: 0.031] 0:06:43.530029 5962 [D loss: 0.479 R 0.512 F 0.445][D acc: 0.742 R 0.641 F 0.844][G loss: 1.665 acc: 0.031] 0:06:43.603756 5963 [D loss: 0.451 R 0.460 F 0.442][D acc: 0.789 R 0.734 F 0.844][G loss: 1.654 acc: 0.031] 0:06:43.679805 5964 [D loss: 0.478 R 0.550 F 0.406][D acc: 0.781 R 0.688 F 0.875][G loss: 1.658 acc: 0.031] 0:06:43.761918 5965 [D loss: 0.503 R 0.590 F 0.416][D acc: 0.773 R 0.656 F 0.891][G loss: 1.585 acc: 0.078] 0:06:43.833277 5966 [D loss: 0.485 R 0.513 F 0.457][D acc: 0.758 R 0.734 F 0.781][G loss: 1.474 acc: 0.109] 0:06:43.916132 5967 [D loss: 0.537 R 0.637 F 0.436][D acc: 0.734 R 0.656 F 0.812][G loss: 1.613 acc: 0.031] 0:06:43.998271 5968 [D loss: 0.439 R 0.418 F 0.461][D acc: 0.773 R 0.719 F 0.828][G loss: 1.490 acc: 0.062] 0:06:44.094802 5969 [D loss: 0.554 R 0.690 F 0.418][D acc: 0.703 R 0.562 F 0.844][G loss: 1.431 acc: 0.109] 0:06:44.171710 5970 [D loss: 0.540 R 0.416 F 0.665][D acc: 0.766 R 0.797 F 0.734][G loss: 1.720 acc: 0.016] 0:06:44.262347 5971 [D loss: 0.602 R 0.731 F 0.473][D acc: 0.656 R 0.531 F 0.781][G loss: 1.573 acc: 0.047] 0:06:44.337532 5972 [D loss: 0.680 R 0.648 F 0.712][D acc: 0.719 R 0.562 F 0.875][G loss: 1.480 acc: 0.000] 0:06:44.408762 5973 [D loss: 0.537 R 0.688 F 0.387][D acc: 0.727 R 0.578 F 0.875][G loss: 1.516 acc: 0.062] 0:06:44.490637 5974 [D loss: 0.448 R 0.523 F 0.374][D acc: 0.789 R 0.672 F 0.906][G loss: 1.600 acc: 0.094] 0:06:44.564596 5975 [D loss: 0.504 R 0.531 F 0.477][D acc: 0.758 R 0.688 F 0.828][G loss: 1.629 acc: 0.016] 0:06:44.652227 5976 [D loss: 0.472 R 0.410 F 0.534][D acc: 0.758 R 0.781 F 0.734][G loss: 1.645 acc: 0.047] 0:06:44.732909 5977 [D loss: 0.403 R 0.397 F 0.409][D acc: 0.812 R 0.734 F 0.891][G loss: 1.618 acc: 0.109] 0:06:44.806357 5978 [D loss: 0.533 R 0.483 F 0.582][D acc: 0.688 R 0.578 F 0.797][G loss: 1.637 acc: 0.078] 0:06:44.882791 5979 [D loss: 0.506 R 0.567 F 0.445][D acc: 0.758 R 0.641 F 0.875][G loss: 1.584 acc: 0.078] 0:06:44.966760 5980 [D loss: 0.512 R 0.599 F 0.424][D acc: 0.727 R 0.594 F 0.859][G loss: 1.566 acc: 0.031] 0:06:45.040788 5981 [D loss: 0.510 R 0.457 F 0.564][D acc: 0.750 R 0.688 F 0.812][G loss: 1.714 acc: 0.031] 0:06:45.114219 5982 [D loss: 0.431 R 0.493 F 0.370][D acc: 0.805 R 0.703 F 0.906][G loss: 1.548 acc: 0.078] 0:06:45.198403 5983 [D loss: 0.416 R 0.414 F 0.418][D acc: 0.844 R 0.797 F 0.891][G loss: 1.504 acc: 0.094] 0:06:45.278074 5984 [D loss: 0.511 R 0.457 F 0.565][D acc: 0.750 R 0.750 F 0.750][G loss: 1.625 acc: 0.062] 0:06:45.351696 5985 [D loss: 0.436 R 0.471 F 0.401][D acc: 0.797 R 0.734 F 0.859][G loss: 1.509 acc: 0.109] 0:06:45.436636 5986 [D loss: 0.494 R 0.484 F 0.503][D acc: 0.734 R 0.719 F 0.750][G loss: 1.681 acc: 0.047] 0:06:45.510480 5987 [D loss: 0.513 R 0.503 F 0.522][D acc: 0.766 R 0.750 F 0.781][G loss: 1.553 acc: 0.047] 0:06:45.582653 5988 [D loss: 0.508 R 0.550 F 0.465][D acc: 0.750 R 0.672 F 0.828][G loss: 1.652 acc: 0.094] 0:06:45.669162 5989 [D loss: 0.445 R 0.494 F 0.396][D acc: 0.828 R 0.734 F 0.922][G loss: 1.492 acc: 0.109] 0:06:45.746531 5990 [D loss: 0.409 R 0.398 F 0.419][D acc: 0.820 R 0.797 F 0.844][G loss: 1.655 acc: 0.094] 0:06:45.821783 5991 [D loss: 0.437 R 0.420 F 0.453][D acc: 0.828 R 0.750 F 0.906][G loss: 1.622 acc: 0.062] 0:06:45.916615 5992 [D loss: 0.578 R 0.650 F 0.506][D acc: 0.719 R 0.625 F 0.812][G loss: 1.589 acc: 0.078] 0:06:45.996897 5993 [D loss: 0.498 R 0.524 F 0.471][D acc: 0.727 R 0.641 F 0.812][G loss: 1.542 acc: 0.109] 0:06:46.069311 5994 [D loss: 0.349 R 0.323 F 0.375][D acc: 0.859 R 0.812 F 0.906][G loss: 1.484 acc: 0.062] 0:06:46.154737 5995 [D loss: 0.421 R 0.450 F 0.392][D acc: 0.812 R 0.750 F 0.875][G loss: 1.825 acc: 0.031] 0:06:46.231545 5996 [D loss: 0.524 R 0.535 F 0.512][D acc: 0.750 R 0.641 F 0.859][G loss: 1.668 acc: 0.047] 0:06:46.307764 5997 [D loss: 0.588 R 0.553 F 0.623][D acc: 0.727 R 0.641 F 0.812][G loss: 1.685 acc: 0.094] 0:06:46.394876 5998 [D loss: 0.382 R 0.426 F 0.338][D acc: 0.820 R 0.734 F 0.906][G loss: 1.538 acc: 0.172] 0:06:46.473401 5999 [D loss: 0.446 R 0.476 F 0.417][D acc: 0.766 R 0.672 F 0.859][G loss: 1.826 acc: 0.062] 0:06:46.548950 6000 [D loss: 0.547 R 0.619 F 0.476][D acc: 0.695 R 0.625 F 0.766][G loss: 1.803 acc: 0.078] 0:06:46.632786
In [34]:
# Display the graph of losses in training
%matplotlib inline
gan_work.showLoss()
In [35]:
# Display the graph of accuracy in training
%matplotlib inline
gan_work.showAcc()
In [36]:
# prepare the noise vector
rows, cols = 5, 5
noise = np.random.normal(0, 1, (rows * cols, gan.z_dim))
In [37]:
! ls {save_path1}/
params_1000.pkl params_10.pkl params_3.pkl params_500.pkl params.pkl params_100.pkl params_2000.pkl params_4000.pkl params_6000.pkl weights
In [38]:
for i in [3, 10, 100, 500, 1000, 2000, 4000, 6000]:
filepath = os.path.join(save_path1, f'images/images_{i}.png')
gan = GAN.load(save_path1, i)
imgs = gan.generate_images(noise).squeeze()
print(f'epoch {i}')
GAN.showImages(imgs, rows, cols, 1.4, 1.4)
epoch 3
epoch 10
epoch 100
WARNING:tensorflow:5 out of the last 11984 calls to <function Model.make_predict_function.<locals>.predict_function at 0x7fe690d59680> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. epoch 500
WARNING:tensorflow:6 out of the last 11985 calls to <function Model.make_predict_function.<locals>.predict_function at 0x7fe62537d710> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has experimental_relax_shapes=True option that relaxes argument shapes that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for more details. epoch 1000
epoch 2000
epoch 4000
epoch 6000
In [38]: