Note: 최신 버전의 라이브러리를 사용하기 때문에 책의 내용과 결과가 다를 수 있습니다
import os
import matplotlib.pyplot as plt
from models.GAN import GAN
from utils.loaders import load_safari
Using TensorFlow backend.
# run params
SECTION = 'gan'
RUN_ID = '0001'
DATA_NAME = 'camel'
RUN_FOLDER = 'run/{}/'.format(SECTION)
RUN_FOLDER += '_'.join([RUN_ID, DATA_NAME])
if not os.path.exists(RUN_FOLDER):
os.mkdir(RUN_FOLDER)
os.mkdir(os.path.join(RUN_FOLDER, 'viz'))
os.mkdir(os.path.join(RUN_FOLDER, 'images'))
os.mkdir(os.path.join(RUN_FOLDER, 'weights'))
mode = 'build' #'load' #
깃허브에 camel 데이터셋이 포함되어 있으므로 별도로 다운로드 받을 필요가 없습니다.
(x_train, y_train) = load_safari(DATA_NAME)
x_train.shape
(80000, 28, 28, 1)
plt.imshow(x_train[200,:,:,0], cmap = 'gray')
<matplotlib.image.AxesImage at 0x7f5684324c88>
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
, optimiser = 'rmsprop'
, z_dim = 100
)
if mode == 'build':
gan.save(RUN_FOLDER)
else:
gan.load_weights(os.path.join(RUN_FOLDER, 'weights/weights.h5'))
WARNING:tensorflow:From /home/haesun/github/GDL_code/env/lib/python3.7/site-packages/tensorflow/python/framework/op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version. Instructions for updating: Colocations handled automatically by placer. WARNING:tensorflow:From /home/haesun/github/GDL_code/env/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version. Instructions for updating: Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
gan.discriminator.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= discriminator_input (InputLa (None, 28, 28, 1) 0 _________________________________________________________________ discriminator_conv_0 (Conv2D (None, 14, 14, 64) 1664 _________________________________________________________________ activation_1 (Activation) (None, 14, 14, 64) 0 _________________________________________________________________ dropout_1 (Dropout) (None, 14, 14, 64) 0 _________________________________________________________________ discriminator_conv_1 (Conv2D (None, 7, 7, 64) 102464 _________________________________________________________________ activation_2 (Activation) (None, 7, 7, 64) 0 _________________________________________________________________ dropout_2 (Dropout) (None, 7, 7, 64) 0 _________________________________________________________________ discriminator_conv_2 (Conv2D (None, 4, 4, 128) 204928 _________________________________________________________________ activation_3 (Activation) (None, 4, 4, 128) 0 _________________________________________________________________ dropout_3 (Dropout) (None, 4, 4, 128) 0 _________________________________________________________________ discriminator_conv_3 (Conv2D (None, 4, 4, 128) 409728 _________________________________________________________________ activation_4 (Activation) (None, 4, 4, 128) 0 _________________________________________________________________ dropout_4 (Dropout) (None, 4, 4, 128) 0 _________________________________________________________________ flatten_1 (Flatten) (None, 2048) 0 _________________________________________________________________ dense_1 (Dense) (None, 1) 2049 ================================================================= Total params: 720,833 Trainable params: 720,833 Non-trainable params: 0 _________________________________________________________________
gan.generator.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= generator_input (InputLayer) (None, 100) 0 _________________________________________________________________ dense_2 (Dense) (None, 3136) 316736 _________________________________________________________________ batch_normalization_1 (Batch (None, 3136) 12544 _________________________________________________________________ activation_5 (Activation) (None, 3136) 0 _________________________________________________________________ reshape_1 (Reshape) (None, 7, 7, 64) 0 _________________________________________________________________ up_sampling2d_1 (UpSampling2 (None, 14, 14, 64) 0 _________________________________________________________________ generator_conv_0 (Conv2D) (None, 14, 14, 128) 204928 _________________________________________________________________ batch_normalization_2 (Batch (None, 14, 14, 128) 512 _________________________________________________________________ activation_6 (Activation) (None, 14, 14, 128) 0 _________________________________________________________________ up_sampling2d_2 (UpSampling2 (None, 28, 28, 128) 0 _________________________________________________________________ generator_conv_1 (Conv2D) (None, 28, 28, 64) 204864 _________________________________________________________________ batch_normalization_3 (Batch (None, 28, 28, 64) 256 _________________________________________________________________ activation_7 (Activation) (None, 28, 28, 64) 0 _________________________________________________________________ generator_conv_2 (Conv2DTran (None, 28, 28, 64) 102464 _________________________________________________________________ batch_normalization_4 (Batch (None, 28, 28, 64) 256 _________________________________________________________________ activation_8 (Activation) (None, 28, 28, 64) 0 _________________________________________________________________ generator_conv_3 (Conv2DTran (None, 28, 28, 1) 1601 _________________________________________________________________ activation_9 (Activation) (None, 28, 28, 1) 0 ================================================================= Total params: 844,161 Trainable params: 837,377 Non-trainable params: 6,784 _________________________________________________________________
에포크마다 생성된 샘플 이미지가 run/gan/0001_camel/images
폴더에 저장됩니다.
BATCH_SIZE = 64
EPOCHS = 6000
PRINT_EVERY_N_BATCHES = 5
gan.train(
x_train
, batch_size = BATCH_SIZE
, epochs = EPOCHS
, run_folder = RUN_FOLDER
, print_every_n_batches = PRINT_EVERY_N_BATCHES
)
WARNING:tensorflow:From /home/haesun/github/GDL_code/env/lib/python3.7/site-packages/tensorflow/python/ops/math_ops.py:3066: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.cast instead.
/home/haesun/github/GDL_code/env/lib/python3.7/site-packages/keras/engine/training.py:490: UserWarning: Discrepancy between trainable weights and collected trainable weights, did you set `model.trainable` without calling `model.compile` after ? 'Discrepancy between trainable weights and collected trainable'
0 [D loss: (0.717)(R 0.698, F 0.735)] [D acc: (0.172)(0.344, 0.000)] [G loss: 0.685] [G acc: 1.000] 1 [D loss: (0.839)(R 0.640, F 1.039)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.674] [G acc: 1.000] 2 [D loss: (1.021)(R 0.634, F 1.408)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.686] [G acc: 1.000] 3 [D loss: (0.696)(R 0.686, F 0.707)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.686] [G acc: 1.000] 4 [D loss: (0.695)(R 0.687, F 0.703)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.687] [G acc: 1.000] 5 [D loss: (0.694)(R 0.688, F 0.701)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.688] [G acc: 1.000] 6 [D loss: (0.693)(R 0.688, F 0.699)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.687] [G acc: 1.000] 7 [D loss: (0.694)(R 0.687, F 0.700)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.688] [G acc: 1.000] 8 [D loss: (0.694)(R 0.687, F 0.701)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.688] [G acc: 1.000] 9 [D loss: (0.694)(R 0.688, F 0.701)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.689] [G acc: 1.000] 10 [D loss: (0.694)(R 0.689, F 0.699)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.689] [G acc: 1.000] 11 [D loss: (0.694)(R 0.689, F 0.699)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.690] [G acc: 0.984] 12 [D loss: (0.694)(R 0.689, F 0.699)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.690] [G acc: 0.984] 13 [D loss: (0.694)(R 0.689, F 0.699)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.690] [G acc: 0.984] 14 [D loss: (0.694)(R 0.690, F 0.698)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.691] [G acc: 0.984] 15 [D loss: (0.694)(R 0.691, F 0.698)] [D acc: (0.477)(0.953, 0.000)] [G loss: 0.691] [G acc: 0.969] 16 [D loss: (0.694)(R 0.691, F 0.697)] [D acc: (0.492)(0.984, 0.000)] [G loss: 0.692] [G acc: 0.906] 17 [D loss: (0.694)(R 0.691, F 0.697)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.692] [G acc: 0.953] 18 [D loss: (0.694)(R 0.691, F 0.696)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.692] [G acc: 0.953] 19 [D loss: (0.694)(R 0.691, F 0.696)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.692] [G acc: 0.859] 20 [D loss: (0.694)(R 0.691, F 0.696)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.692] [G acc: 0.922] 21 [D loss: (0.694)(R 0.692, F 0.696)] [D acc: (0.500)(1.000, 0.000)] [G loss: 0.692] [G acc: 0.891] 22 [D loss: (0.694)(R 0.692, F 0.695)] [D acc: (0.477)(0.953, 0.000)] [G loss: 0.693] [G acc: 0.844] 23 [D loss: (0.694)(R 0.692, F 0.695)] [D acc: (0.477)(0.953, 0.000)] [G loss: 0.693] [G acc: 0.781] 24 [D loss: (0.694)(R 0.692, F 0.695)] [D acc: (0.438)(0.875, 0.000)] [G loss: 0.693] [G acc: 0.844] 25 [D loss: (0.693)(R 0.692, F 0.695)] [D acc: (0.453)(0.906, 0.000)] [G loss: 0.693] [G acc: 0.828] 26 [D loss: (0.693)(R 0.692, F 0.695)] [D acc: (0.492)(0.953, 0.031)] [G loss: 0.693] [G acc: 0.609] 27 [D loss: (0.694)(R 0.692, F 0.695)] [D acc: (0.430)(0.844, 0.016)] [G loss: 0.693] [G acc: 0.484] 28 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.477)(0.859, 0.094)] [G loss: 0.693] [G acc: 0.328] 29 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.422)(0.781, 0.062)] [G loss: 0.693] [G acc: 0.359] 30 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.398)(0.797, 0.000)] [G loss: 0.693] [G acc: 0.312] 31 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.320)(0.625, 0.016)] [G loss: 0.693] [G acc: 0.359] 32 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.406)(0.750, 0.062)] [G loss: 0.693] [G acc: 0.531] 33 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.414)(0.781, 0.047)] [G loss: 0.693] [G acc: 0.344] 34 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.352)(0.641, 0.062)] [G loss: 0.693] [G acc: 0.516] 35 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.453)(0.797, 0.109)] [G loss: 0.693] [G acc: 0.422] 36 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.352)(0.672, 0.031)] [G loss: 0.693] [G acc: 0.406] 37 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.445)(0.734, 0.156)] [G loss: 0.694] [G acc: 0.141] 38 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.359)(0.578, 0.141)] [G loss: 0.694] [G acc: 0.359] 39 [D loss: (0.694)(R 0.693, F 0.694)] [D acc: (0.320)(0.516, 0.125)] [G loss: 0.693] [G acc: 0.391] 40 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.422)(0.797, 0.047)] [G loss: 0.693] [G acc: 0.531] 41 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.344)(0.672, 0.016)] [G loss: 0.693] [G acc: 0.484] 42 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.414)(0.766, 0.062)] [G loss: 0.693] [G acc: 0.344] 43 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.188)(0.344, 0.031)] [G loss: 0.693] [G acc: 0.438] 44 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.406)(0.750, 0.062)] [G loss: 0.693] [G acc: 0.391] 45 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.406)(0.688, 0.125)] [G loss: 0.693] [G acc: 0.203] 46 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.266)(0.484, 0.047)] [G loss: 0.693] [G acc: 0.172] 47 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.289)(0.516, 0.062)] [G loss: 0.693] [G acc: 0.281] 48 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.430)(0.688, 0.172)] [G loss: 0.694] [G acc: 0.125] 49 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.188)(0.344, 0.031)] [G loss: 0.693] [G acc: 0.438] 50 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.461)(0.766, 0.156)] [G loss: 0.694] [G acc: 0.219] 51 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.367)(0.672, 0.062)] [G loss: 0.694] [G acc: 0.172] 52 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.516)(0.750, 0.281)] [G loss: 0.694] [G acc: 0.188] 53 [D loss: (0.693)(R 0.693, F 0.693)] [D acc: (0.539)(0.578, 0.500)] [G loss: 0.697] [G acc: 0.016] 54 [D loss: (0.696)(R 0.692, F 0.700)] [D acc: (0.414)(0.719, 0.109)] [G loss: 0.694] [G acc: 0.078] 55 [D loss: (0.694)(R 0.693, F 0.694)] [D acc: (0.242)(0.406, 0.078)] [G loss: 0.693] [G acc: 0.438] 56 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.367)(0.641, 0.094)] [G loss: 0.693] [G acc: 0.500] 57 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.547)(0.828, 0.266)] [G loss: 0.693] [G acc: 0.406] 58 [D loss: (0.694)(R 0.692, F 0.695)] [D acc: (0.430)(0.750, 0.109)] [G loss: 0.693] [G acc: 0.453] 59 [D loss: (0.693)(R 0.692, F 0.694)] [D acc: (0.469)(0.812, 0.125)] [G loss: 0.694] [G acc: 0.219] 60 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.391)(0.656, 0.125)] [G loss: 0.693] [G acc: 0.219] 61 [D loss: (0.693)(R 0.692, F 0.694)] [D acc: (0.484)(0.781, 0.188)] [G loss: 0.694] [G acc: 0.172] 62 [D loss: (0.694)(R 0.692, F 0.696)] [D acc: (0.367)(0.703, 0.031)] [G loss: 0.694] [G acc: 0.078] 63 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.383)(0.609, 0.156)] [G loss: 0.694] [G acc: 0.250] 64 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.500)(0.797, 0.203)] [G loss: 0.694] [G acc: 0.203] 65 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.414)(0.750, 0.078)] [G loss: 0.693] [G acc: 0.344] 66 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.406)(0.688, 0.125)] [G loss: 0.693] [G acc: 0.328] 67 [D loss: (0.693)(R 0.692, F 0.695)] [D acc: (0.477)(0.906, 0.047)] [G loss: 0.694] [G acc: 0.219] 68 [D loss: (0.693)(R 0.693, F 0.694)] [D acc: (0.406)(0.734, 0.078)] [G loss: 0.693] [G acc: 0.375] 69 [D loss: (0.693)(R 0.691, F 0.696)] [D acc: (0.477)(0.891, 0.062)] [G loss: 0.694] [G acc: 0.141] 70 [D loss: (0.693)(R 0.692, F 0.694)] [D acc: (0.539)(0.703, 0.375)] [G loss: 0.694] [G acc: 0.156] 71 [D loss: (0.693)(R 0.692, F 0.695)] [D acc: (0.484)(0.844, 0.125)] [G loss: 0.694] [G acc: 0.219] 72 [D loss: (0.693)(R 0.692, F 0.695)] [D acc: (0.422)(0.781, 0.062)] [G loss: 0.694] [G acc: 0.203] 73 [D loss: (0.692)(R 0.691, F 0.694)] [D acc: (0.617)(0.938, 0.297)] [G loss: 0.694] [G acc: 0.172] 74 [D loss: (0.700)(R 0.689, F 0.712)] [D acc: (0.414)(0.812, 0.016)] [G loss: 0.695] [G acc: 0.047] 75 [D loss: (0.692)(R 0.692, F 0.693)] [D acc: (0.688)(0.688, 0.688)] [G loss: 0.697] [G acc: 0.062] 76 [D loss: (0.693)(R 0.690, F 0.696)] [D acc: (0.523)(0.781, 0.266)] [G loss: 0.695] [G acc: 0.219] 77 [D loss: (0.691)(R 0.688, F 0.694)] [D acc: (0.648)(0.812, 0.484)] [G loss: 0.698] [G acc: 0.062] 78 [D loss: (0.695)(R 0.687, F 0.703)] [D acc: (0.438)(0.781, 0.094)] [G loss: 0.699] [G acc: 0.031] 79 [D loss: (0.692)(R 0.688, F 0.697)] [D acc: (0.539)(0.797, 0.281)] [G loss: 0.694] [G acc: 0.344] 80 [D loss: (0.694)(R 0.686, F 0.703)] [D acc: (0.445)(0.844, 0.047)] [G loss: 0.694] [G acc: 0.328] 81 [D loss: (0.692)(R 0.686, F 0.698)] [D acc: (0.578)(0.922, 0.234)] [G loss: 0.696] [G acc: 0.250] 82 [D loss: (0.692)(R 0.688, F 0.697)] [D acc: (0.555)(0.781, 0.328)] [G loss: 0.695] [G acc: 0.266] 83 [D loss: (0.695)(R 0.683, F 0.708)] [D acc: (0.492)(0.875, 0.109)] [G loss: 0.695] [G acc: 0.234] 84 [D loss: (0.692)(R 0.686, F 0.697)] [D acc: (0.539)(0.844, 0.234)] [G loss: 0.697] [G acc: 0.141] 85 [D loss: (0.690)(R 0.684, F 0.697)] [D acc: (0.609)(0.891, 0.328)] [G loss: 0.704] [G acc: 0.109] 86 [D loss: (0.688)(R 0.680, F 0.696)] [D acc: (0.609)(0.766, 0.453)] [G loss: 0.710] [G acc: 0.000] 87 [D loss: (0.699)(R 0.675, F 0.723)] [D acc: (0.500)(0.828, 0.172)] [G loss: 0.699] [G acc: 0.297] 88 [D loss: (0.683)(R 0.680, F 0.686)] [D acc: (0.758)(0.734, 0.781)] [G loss: 0.714] [G acc: 0.125] 89 [D loss: (0.700)(R 0.663, F 0.738)] [D acc: (0.492)(0.875, 0.109)] [G loss: 0.718] [G acc: 0.047] 90 [D loss: (0.692)(R 0.678, F 0.706)] [D acc: (0.484)(0.688, 0.281)] [G loss: 0.704] [G acc: 0.188] 91 [D loss: (0.689)(R 0.674, F 0.705)] [D acc: (0.609)(0.828, 0.391)] [G loss: 0.703] [G acc: 0.344] 92 [D loss: (0.690)(R 0.672, F 0.709)] [D acc: (0.523)(0.781, 0.266)] [G loss: 0.711] [G acc: 0.078] 93 [D loss: (0.699)(R 0.680, F 0.717)] [D acc: (0.461)(0.766, 0.156)] [G loss: 0.698] [G acc: 0.328] 94 [D loss: (0.696)(R 0.677, F 0.715)] [D acc: (0.422)(0.766, 0.078)] [G loss: 0.695] [G acc: 0.359] 95 [D loss: (0.697)(R 0.680, F 0.713)] [D acc: (0.461)(0.750, 0.172)] [G loss: 0.694] [G acc: 0.516] 96 [D loss: (0.695)(R 0.685, F 0.706)] [D acc: (0.414)(0.688, 0.141)] [G loss: 0.692] [G acc: 0.516] 97 [D loss: (0.693)(R 0.679, F 0.706)] [D acc: (0.438)(0.797, 0.078)] [G loss: 0.693] [G acc: 0.469] 98 [D loss: (0.693)(R 0.683, F 0.703)] [D acc: (0.430)(0.703, 0.156)] [G loss: 0.693] [G acc: 0.500] 99 [D loss: (0.692)(R 0.683, F 0.701)] [D acc: (0.492)(0.766, 0.219)] [G loss: 0.696] [G acc: 0.312] 100 [D loss: (0.694)(R 0.681, F 0.708)] [D acc: (0.484)(0.781, 0.188)] [G loss: 0.695] [G acc: 0.297] 101 [D loss: (0.693)(R 0.679, F 0.707)] [D acc: (0.492)(0.766, 0.219)] [G loss: 0.694] [G acc: 0.328] 102 [D loss: (0.699)(R 0.682, F 0.716)] [D acc: (0.547)(0.766, 0.328)] [G loss: 0.697] [G acc: 0.281] 103 [D loss: (0.694)(R 0.683, F 0.705)] [D acc: (0.555)(0.781, 0.328)] [G loss: 0.696] [G acc: 0.406] 104 [D loss: (0.691)(R 0.682, F 0.701)] [D acc: (0.594)(0.781, 0.406)] [G loss: 0.699] [G acc: 0.219] 105 [D loss: (0.686)(R 0.678, F 0.694)] [D acc: (0.680)(0.859, 0.500)] [G loss: 0.708] [G acc: 0.156] 106 [D loss: (0.695)(R 0.682, F 0.709)] [D acc: (0.445)(0.625, 0.266)] [G loss: 0.709] [G acc: 0.125] 107 [D loss: (0.693)(R 0.673, F 0.713)] [D acc: (0.594)(0.891, 0.297)] [G loss: 0.691] [G acc: 0.531] 108 [D loss: (0.692)(R 0.677, F 0.708)] [D acc: (0.500)(0.672, 0.328)] [G loss: 0.700] [G acc: 0.281] 109 [D loss: (0.692)(R 0.675, F 0.709)] [D acc: (0.547)(0.797, 0.297)] [G loss: 0.696] [G acc: 0.391] 110 [D loss: (0.694)(R 0.678, F 0.709)] [D acc: (0.492)(0.750, 0.234)] [G loss: 0.698] [G acc: 0.312] 111 [D loss: (0.697)(R 0.682, F 0.712)] [D acc: (0.414)(0.656, 0.172)] [G loss: 0.693] [G acc: 0.406] 112 [D loss: (0.693)(R 0.679, F 0.707)] [D acc: (0.469)(0.734, 0.203)] [G loss: 0.698] [G acc: 0.281] 113 [D loss: (0.692)(R 0.679, F 0.705)] [D acc: (0.516)(0.750, 0.281)] [G loss: 0.693] [G acc: 0.469] 114 [D loss: (0.697)(R 0.678, F 0.716)] [D acc: (0.492)(0.828, 0.156)] [G loss: 0.698] [G acc: 0.219] 115 [D loss: (0.691)(R 0.683, F 0.700)] [D acc: (0.523)(0.734, 0.312)] [G loss: 0.699] [G acc: 0.266] 116 [D loss: (0.694)(R 0.683, F 0.705)] [D acc: (0.461)(0.672, 0.250)] [G loss: 0.697] [G acc: 0.281] 117 [D loss: (0.693)(R 0.680, F 0.705)] [D acc: (0.562)(0.781, 0.344)] [G loss: 0.696] [G acc: 0.312] 118 [D loss: (0.693)(R 0.686, F 0.699)] [D acc: (0.469)(0.609, 0.328)] [G loss: 0.693] [G acc: 0.359] 119 [D loss: (0.695)(R 0.685, F 0.705)] [D acc: (0.445)(0.625, 0.266)] [G loss: 0.695] [G acc: 0.375] 120 [D loss: (0.692)(R 0.685, F 0.699)] [D acc: (0.531)(0.703, 0.359)] [G loss: 0.696] [G acc: 0.266] 121 [D loss: (0.694)(R 0.684, F 0.705)] [D acc: (0.453)(0.719, 0.188)] [G loss: 0.695] [G acc: 0.375] 122 [D loss: (0.693)(R 0.686, F 0.699)] [D acc: (0.445)(0.641, 0.250)] [G loss: 0.695] [G acc: 0.344] 123 [D loss: (0.693)(R 0.686, F 0.699)] [D acc: (0.523)(0.719, 0.328)] [G loss: 0.697] [G acc: 0.234] 124 [D loss: (0.694)(R 0.685, F 0.702)] [D acc: (0.492)(0.734, 0.250)] [G loss: 0.692] [G acc: 0.531] 125 [D loss: (0.694)(R 0.686, F 0.701)] [D acc: (0.508)(0.734, 0.281)] [G loss: 0.694] [G acc: 0.406] 126 [D loss: (0.693)(R 0.685, F 0.700)] [D acc: (0.555)(0.828, 0.281)] [G loss: 0.694] [G acc: 0.344] 127 [D loss: (0.696)(R 0.686, F 0.705)] [D acc: (0.398)(0.531, 0.266)] [G loss: 0.695] [G acc: 0.344] 128 [D loss: (0.693)(R 0.686, F 0.699)] [D acc: (0.547)(0.812, 0.281)] [G loss: 0.694] [G acc: 0.406] 129 [D loss: (0.693)(R 0.686, F 0.699)] [D acc: (0.523)(0.734, 0.312)] [G loss: 0.693] [G acc: 0.469] 130 [D loss: (0.694)(R 0.687, F 0.701)] [D acc: (0.484)(0.641, 0.328)] [G loss: 0.692] [G acc: 0.500] 131 [D loss: (0.693)(R 0.688, F 0.698)] [D acc: (0.492)(0.625, 0.359)] [G loss: 0.692] [G acc: 0.484] 132 [D loss: (0.695)(R 0.685, F 0.704)] [D acc: (0.461)(0.719, 0.203)] [G loss: 0.693] [G acc: 0.453] 133 [D loss: (0.692)(R 0.686, F 0.699)] [D acc: (0.492)(0.734, 0.250)] [G loss: 0.692] [G acc: 0.500] 134 [D loss: (0.693)(R 0.683, F 0.702)] [D acc: (0.523)(0.812, 0.234)] [G loss: 0.693] [G acc: 0.500] 135 [D loss: (0.694)(R 0.685, F 0.703)] [D acc: (0.461)(0.703, 0.219)] [G loss: 0.692] [G acc: 0.516] 136 [D loss: (0.693)(R 0.684, F 0.702)] [D acc: (0.477)(0.688, 0.266)] [G loss: 0.692] [G acc: 0.531] 137 [D loss: (0.696)(R 0.683, F 0.710)] [D acc: (0.531)(0.859, 0.203)] [G loss: 0.693] [G acc: 0.438] 138 [D loss: (0.694)(R 0.685, F 0.702)] [D acc: (0.508)(0.719, 0.297)] [G loss: 0.693] [G acc: 0.453] 139 [D loss: (0.694)(R 0.685, F 0.702)] [D acc: (0.508)(0.750, 0.266)] [G loss: 0.692] [G acc: 0.516] 140 [D loss: (0.692)(R 0.687, F 0.698)] [D acc: (0.469)(0.641, 0.297)] [G loss: 0.693] [G acc: 0.391] 141 [D loss: (0.694)(R 0.684, F 0.704)] [D acc: (0.492)(0.734, 0.250)] [G loss: 0.693] [G acc: 0.438] 142 [D loss: (0.694)(R 0.687, F 0.701)] [D acc: (0.469)(0.656, 0.281)] [G loss: 0.693] [G acc: 0.453] 143 [D loss: (0.693)(R 0.688, F 0.699)] [D acc: (0.453)(0.688, 0.219)] [G loss: 0.693] [G acc: 0.469] 144 [D loss: (0.694)(R 0.688, F 0.700)] [D acc: (0.492)(0.719, 0.266)] [G loss: 0.693] [G acc: 0.438] 145 [D loss: (0.693)(R 0.687, F 0.698)] [D acc: (0.430)(0.656, 0.203)] [G loss: 0.692] [G acc: 0.562] 146 [D loss: (0.695)(R 0.686, F 0.704)] [D acc: (0.375)(0.578, 0.172)] [G loss: 0.693] [G acc: 0.484] 147 [D loss: (0.694)(R 0.688, F 0.699)] [D acc: (0.508)(0.734, 0.281)] [G loss: 0.693] [G acc: 0.469] 148 [D loss: (0.692)(R 0.687, F 0.698)] [D acc: (0.516)(0.719, 0.312)] [G loss: 0.694] [G acc: 0.406] 149 [D loss: (0.691)(R 0.686, F 0.696)] [D acc: (0.570)(0.781, 0.359)] [G loss: 0.695] [G acc: 0.328] 150 [D loss: (0.693)(R 0.688, F 0.697)] [D acc: (0.445)(0.578, 0.312)] [G loss: 0.692] [G acc: 0.500] 151 [D loss: (0.691)(R 0.682, F 0.699)] [D acc: (0.562)(0.828, 0.297)] [G loss: 0.692] [G acc: 0.516] 152 [D loss: (0.701)(R 0.684, F 0.719)] [D acc: (0.359)(0.609, 0.109)] [G loss: 0.694] [G acc: 0.469] 153 [D loss: (0.692)(R 0.687, F 0.697)] [D acc: (0.492)(0.672, 0.312)] [G loss: 0.693] [G acc: 0.438] 154 [D loss: (0.694)(R 0.687, F 0.701)] [D acc: (0.508)(0.766, 0.250)] [G loss: 0.696] [G acc: 0.266] 155 [D loss: (0.693)(R 0.689, F 0.697)] [D acc: (0.492)(0.641, 0.344)] [G loss: 0.693] [G acc: 0.484] 156 [D loss: (0.693)(R 0.687, F 0.699)] [D acc: (0.539)(0.797, 0.281)] [G loss: 0.695] [G acc: 0.297] 157 [D loss: (0.692)(R 0.687, F 0.696)] [D acc: (0.555)(0.703, 0.406)] [G loss: 0.694] [G acc: 0.453] 158 [D loss: (0.694)(R 0.685, F 0.702)] [D acc: (0.539)(0.750, 0.328)] [G loss: 0.697] [G acc: 0.203] 159 [D loss: (0.694)(R 0.687, F 0.701)] [D acc: (0.484)(0.641, 0.328)] [G loss: 0.692] [G acc: 0.516] 160 [D loss: (0.691)(R 0.686, F 0.696)] [D acc: (0.594)(0.703, 0.484)] [G loss: 0.694] [G acc: 0.359] 161 [D loss: (0.697)(R 0.684, F 0.710)] [D acc: (0.430)(0.688, 0.172)] [G loss: 0.694] [G acc: 0.453] 162 [D loss: (0.692)(R 0.685, F 0.700)] [D acc: (0.539)(0.812, 0.266)] [G loss: 0.694] [G acc: 0.453] 163 [D loss: (0.690)(R 0.685, F 0.696)] [D acc: (0.586)(0.766, 0.406)] [G loss: 0.695] [G acc: 0.422] 164 [D loss: (0.693)(R 0.687, F 0.699)] [D acc: (0.438)(0.656, 0.219)] [G loss: 0.693] [G acc: 0.406] 165 [D loss: (0.693)(R 0.684, F 0.703)] [D acc: (0.500)(0.812, 0.188)] [G loss: 0.693] [G acc: 0.562] 166 [D loss: (0.692)(R 0.682, F 0.701)] [D acc: (0.547)(0.781, 0.312)] [G loss: 0.693] [G acc: 0.484] 167 [D loss: (0.692)(R 0.682, F 0.702)] [D acc: (0.508)(0.766, 0.250)] [G loss: 0.694] [G acc: 0.391] 168 [D loss: (0.693)(R 0.681, F 0.705)] [D acc: (0.508)(0.797, 0.219)] [G loss: 0.690] [G acc: 0.594] 169 [D loss: (0.694)(R 0.682, F 0.705)] [D acc: (0.562)(0.859, 0.266)] [G loss: 0.695] [G acc: 0.344] 170 [D loss: (0.696)(R 0.689, F 0.703)] [D acc: (0.398)(0.609, 0.188)] [G loss: 0.692] [G acc: 0.594] 171 [D loss: (0.694)(R 0.681, F 0.706)] [D acc: (0.516)(0.812, 0.219)] [G loss: 0.693] [G acc: 0.422] 172 [D loss: (0.689)(R 0.683, F 0.696)] [D acc: (0.578)(0.797, 0.359)] [G loss: 0.696] [G acc: 0.359] 173 [D loss: (0.691)(R 0.682, F 0.699)] [D acc: (0.492)(0.672, 0.312)] [G loss: 0.695] [G acc: 0.438] 174 [D loss: (0.690)(R 0.681, F 0.698)] [D acc: (0.562)(0.781, 0.344)] [G loss: 0.700] [G acc: 0.250] 175 [D loss: (0.690)(R 0.679, F 0.702)] [D acc: (0.461)(0.625, 0.297)] [G loss: 0.707] [G acc: 0.156] 176 [D loss: (0.691)(R 0.669, F 0.713)] [D acc: (0.547)(0.797, 0.297)] [G loss: 0.695] [G acc: 0.438] 177 [D loss: (0.693)(R 0.677, F 0.710)] [D acc: (0.453)(0.719, 0.188)] [G loss: 0.689] [G acc: 0.547] 178 [D loss: (0.692)(R 0.661, F 0.723)] [D acc: (0.570)(0.906, 0.234)] [G loss: 0.693] [G acc: 0.438] 179 [D loss: (0.690)(R 0.672, F 0.708)] [D acc: (0.516)(0.734, 0.297)] [G loss: 0.693] [G acc: 0.500] 180 [D loss: (0.696)(R 0.671, F 0.722)] [D acc: (0.484)(0.750, 0.219)] [G loss: 0.697] [G acc: 0.406] 181 [D loss: (0.691)(R 0.674, F 0.708)] [D acc: (0.523)(0.750, 0.297)] [G loss: 0.692] [G acc: 0.469] 182 [D loss: (0.694)(R 0.674, F 0.714)] [D acc: (0.500)(0.781, 0.219)] [G loss: 0.690] [G acc: 0.469] 183 [D loss: (0.695)(R 0.675, F 0.716)] [D acc: (0.484)(0.812, 0.156)] [G loss: 0.695] [G acc: 0.312] 184 [D loss: (0.690)(R 0.674, F 0.706)] [D acc: (0.531)(0.766, 0.297)] [G loss: 0.697] [G acc: 0.375] 185 [D loss: (0.694)(R 0.677, F 0.710)] [D acc: (0.492)(0.734, 0.250)] [G loss: 0.696] [G acc: 0.359] 186 [D loss: (0.689)(R 0.669, F 0.708)] [D acc: (0.570)(0.797, 0.344)] [G loss: 0.698] [G acc: 0.266] 187 [D loss: (0.690)(R 0.676, F 0.703)] [D acc: (0.555)(0.797, 0.312)] [G loss: 0.689] [G acc: 0.516] 188 [D loss: (0.689)(R 0.672, F 0.705)] [D acc: (0.633)(0.781, 0.484)] [G loss: 0.695] [G acc: 0.391] 189 [D loss: (0.687)(R 0.662, F 0.712)] [D acc: (0.586)(0.828, 0.344)] [G loss: 0.713] [G acc: 0.219] 190 [D loss: (0.692)(R 0.679, F 0.705)] [D acc: (0.594)(0.641, 0.547)] [G loss: 0.717] [G acc: 0.266] 191 [D loss: (0.690)(R 0.674, F 0.707)] [D acc: (0.523)(0.688, 0.359)] [G loss: 0.695] [G acc: 0.359] 192 [D loss: (0.696)(R 0.660, F 0.731)] [D acc: (0.445)(0.766, 0.125)] [G loss: 0.693] [G acc: 0.484] 193 [D loss: (0.693)(R 0.669, F 0.717)] [D acc: (0.469)(0.688, 0.250)] [G loss: 0.695] [G acc: 0.453] 194 [D loss: (0.684)(R 0.663, F 0.704)] [D acc: (0.586)(0.750, 0.422)] [G loss: 0.702] [G acc: 0.406] 195 [D loss: (0.692)(R 0.675, F 0.709)] [D acc: (0.445)(0.641, 0.250)] [G loss: 0.695] [G acc: 0.406] 196 [D loss: (0.690)(R 0.665, F 0.716)] [D acc: (0.539)(0.766, 0.312)] [G loss: 0.702] [G acc: 0.375] 197 [D loss: (0.684)(R 0.669, F 0.699)] [D acc: (0.609)(0.688, 0.531)] [G loss: 0.698] [G acc: 0.328] 198 [D loss: (0.691)(R 0.653, F 0.729)] [D acc: (0.469)(0.781, 0.156)] [G loss: 0.691] [G acc: 0.469] 199 [D loss: (0.691)(R 0.663, F 0.718)] [D acc: (0.531)(0.781, 0.281)] [G loss: 0.696] [G acc: 0.422] 200 [D loss: (0.691)(R 0.659, F 0.722)] [D acc: (0.547)(0.797, 0.297)] [G loss: 0.690] [G acc: 0.516] 201 [D loss: (0.694)(R 0.662, F 0.725)] [D acc: (0.492)(0.781, 0.203)] [G loss: 0.702] [G acc: 0.344] 202 [D loss: (0.687)(R 0.670, F 0.704)] [D acc: (0.570)(0.766, 0.375)] [G loss: 0.703] [G acc: 0.406] 203 [D loss: (0.694)(R 0.676, F 0.711)] [D acc: (0.484)(0.625, 0.344)] [G loss: 0.697] [G acc: 0.406] 204 [D loss: (0.692)(R 0.660, F 0.724)] [D acc: (0.477)(0.734, 0.219)] [G loss: 0.697] [G acc: 0.500] 205 [D loss: (0.691)(R 0.666, F 0.716)] [D acc: (0.469)(0.703, 0.234)] [G loss: 0.703] [G acc: 0.344] 206 [D loss: (0.684)(R 0.664, F 0.705)] [D acc: (0.539)(0.750, 0.328)] [G loss: 0.700] [G acc: 0.359] 207 [D loss: (0.691)(R 0.661, F 0.720)] [D acc: (0.516)(0.688, 0.344)] [G loss: 0.690] [G acc: 0.438] 208 [D loss: (0.682)(R 0.656, F 0.708)] [D acc: (0.625)(0.828, 0.422)] [G loss: 0.697] [G acc: 0.406] 209 [D loss: (0.690)(R 0.663, F 0.718)] [D acc: (0.570)(0.750, 0.391)] [G loss: 0.697] [G acc: 0.484] 210 [D loss: (0.687)(R 0.663, F 0.710)] [D acc: (0.523)(0.719, 0.328)] [G loss: 0.692] [G acc: 0.391] 211 [D loss: (0.690)(R 0.656, F 0.724)] [D acc: (0.516)(0.750, 0.281)] [G loss: 0.705] [G acc: 0.344] 212 [D loss: (0.686)(R 0.659, F 0.713)] [D acc: (0.562)(0.719, 0.406)] [G loss: 0.712] [G acc: 0.328] 213 [D loss: (0.683)(R 0.645, F 0.722)] [D acc: (0.531)(0.703, 0.359)] [G loss: 0.695] [G acc: 0.469] 214 [D loss: (0.683)(R 0.633, F 0.732)] [D acc: (0.555)(0.734, 0.375)] [G loss: 0.708] [G acc: 0.234] 215 [D loss: (0.680)(R 0.653, F 0.706)] [D acc: (0.602)(0.719, 0.484)] [G loss: 0.727] [G acc: 0.328] 216 [D loss: (0.687)(R 0.636, F 0.739)] [D acc: (0.492)(0.719, 0.266)] [G loss: 0.700] [G acc: 0.375] 217 [D loss: (0.696)(R 0.638, F 0.754)] [D acc: (0.500)(0.734, 0.266)] [G loss: 0.691] [G acc: 0.484] 218 [D loss: (0.691)(R 0.636, F 0.747)] [D acc: (0.500)(0.812, 0.188)] [G loss: 0.684] [G acc: 0.547] 219 [D loss: (0.688)(R 0.639, F 0.737)] [D acc: (0.586)(0.844, 0.328)] [G loss: 0.694] [G acc: 0.484] 220 [D loss: (0.677)(R 0.637, F 0.717)] [D acc: (0.578)(0.797, 0.359)] [G loss: 0.707] [G acc: 0.266] 221 [D loss: (0.688)(R 0.631, F 0.744)] [D acc: (0.531)(0.844, 0.219)] [G loss: 0.697] [G acc: 0.438] 222 [D loss: (0.691)(R 0.636, F 0.747)] [D acc: (0.555)(0.750, 0.359)] [G loss: 0.678] [G acc: 0.594] 223 [D loss: (0.690)(R 0.649, F 0.731)] [D acc: (0.508)(0.719, 0.297)] [G loss: 0.696] [G acc: 0.438] 224 [D loss: (0.683)(R 0.640, F 0.726)] [D acc: (0.531)(0.734, 0.328)] [G loss: 0.702] [G acc: 0.391] 225 [D loss: (0.681)(R 0.634, F 0.727)] [D acc: (0.547)(0.734, 0.359)] [G loss: 0.682] [G acc: 0.578] 226 [D loss: (0.686)(R 0.623, F 0.748)] [D acc: (0.570)(0.797, 0.344)] [G loss: 0.694] [G acc: 0.484] 227 [D loss: (0.687)(R 0.634, F 0.739)] [D acc: (0.500)(0.766, 0.234)] [G loss: 0.690] [G acc: 0.453] 228 [D loss: (0.690)(R 0.630, F 0.750)] [D acc: (0.492)(0.688, 0.297)] [G loss: 0.698] [G acc: 0.453] 229 [D loss: (0.686)(R 0.651, F 0.721)] [D acc: (0.555)(0.734, 0.375)] [G loss: 0.685] [G acc: 0.547] 230 [D loss: (0.683)(R 0.630, F 0.735)] [D acc: (0.586)(0.781, 0.391)] [G loss: 0.695] [G acc: 0.422] 231 [D loss: (0.687)(R 0.632, F 0.742)] [D acc: (0.523)(0.797, 0.250)] [G loss: 0.702] [G acc: 0.391] 232 [D loss: (0.682)(R 0.632, F 0.731)] [D acc: (0.516)(0.766, 0.266)] [G loss: 0.707] [G acc: 0.359] 233 [D loss: (0.696)(R 0.630, F 0.762)] [D acc: (0.508)(0.703, 0.312)] [G loss: 0.697] [G acc: 0.500] 234 [D loss: (0.688)(R 0.638, F 0.738)] [D acc: (0.461)(0.641, 0.281)] [G loss: 0.685] [G acc: 0.578] 235 [D loss: (0.682)(R 0.618, F 0.746)] [D acc: (0.578)(0.781, 0.375)] [G loss: 0.682] [G acc: 0.625] 236 [D loss: (0.693)(R 0.625, F 0.761)] [D acc: (0.523)(0.797, 0.250)] [G loss: 0.695] [G acc: 0.438] 237 [D loss: (0.693)(R 0.633, F 0.753)] [D acc: (0.484)(0.750, 0.219)] [G loss: 0.685] [G acc: 0.547] 238 [D loss: (0.679)(R 0.629, F 0.729)] [D acc: (0.570)(0.797, 0.344)] [G loss: 0.689] [G acc: 0.422] 239 [D loss: (0.691)(R 0.626, F 0.757)] [D acc: (0.516)(0.781, 0.250)] [G loss: 0.691] [G acc: 0.375] 240 [D loss: (0.682)(R 0.629, F 0.736)] [D acc: (0.586)(0.781, 0.391)] [G loss: 0.707] [G acc: 0.328] 241 [D loss: (0.692)(R 0.652, F 0.732)] [D acc: (0.508)(0.734, 0.281)] [G loss: 0.697] [G acc: 0.406] 242 [D loss: (0.685)(R 0.640, F 0.730)] [D acc: (0.523)(0.719, 0.328)] [G loss: 0.703] [G acc: 0.391] 243 [D loss: (0.668)(R 0.631, F 0.705)] [D acc: (0.633)(0.766, 0.500)] [G loss: 0.709] [G acc: 0.281] 244 [D loss: (0.684)(R 0.631, F 0.737)] [D acc: (0.539)(0.719, 0.359)] [G loss: 0.729] [G acc: 0.297] 245 [D loss: (0.691)(R 0.635, F 0.746)] [D acc: (0.516)(0.766, 0.266)] [G loss: 0.706] [G acc: 0.406] 246 [D loss: (0.674)(R 0.632, F 0.717)] [D acc: (0.586)(0.766, 0.406)] [G loss: 0.698] [G acc: 0.453] 247 [D loss: (0.690)(R 0.643, F 0.738)] [D acc: (0.555)(0.688, 0.422)] [G loss: 0.697] [G acc: 0.516] 248 [D loss: (0.687)(R 0.626, F 0.748)] [D acc: (0.539)(0.828, 0.250)] [G loss: 0.701] [G acc: 0.422] 249 [D loss: (0.678)(R 0.641, F 0.714)] [D acc: (0.594)(0.766, 0.422)] [G loss: 0.699] [G acc: 0.469] 250 [D loss: (0.683)(R 0.630, F 0.735)] [D acc: (0.508)(0.719, 0.297)] [G loss: 0.699] [G acc: 0.406] 251 [D loss: (0.678)(R 0.640, F 0.716)] [D acc: (0.539)(0.672, 0.406)] [G loss: 0.690] [G acc: 0.469] 252 [D loss: (0.687)(R 0.611, F 0.763)] [D acc: (0.578)(0.844, 0.312)] [G loss: 0.704] [G acc: 0.406] 253 [D loss: (0.687)(R 0.619, F 0.755)] [D acc: (0.500)(0.781, 0.219)] [G loss: 0.709] [G acc: 0.406] 254 [D loss: (0.693)(R 0.645, F 0.742)] [D acc: (0.500)(0.703, 0.297)] [G loss: 0.695] [G acc: 0.422] 255 [D loss: (0.684)(R 0.627, F 0.742)] [D acc: (0.594)(0.812, 0.375)] [G loss: 0.711] [G acc: 0.328] 256 [D loss: (0.681)(R 0.633, F 0.728)] [D acc: (0.500)(0.656, 0.344)] [G loss: 0.704] [G acc: 0.391] 257 [D loss: (0.677)(R 0.632, F 0.722)] [D acc: (0.570)(0.750, 0.391)] [G loss: 0.680] [G acc: 0.609] 258 [D loss: (0.677)(R 0.613, F 0.742)] [D acc: (0.586)(0.797, 0.375)] [G loss: 0.709] [G acc: 0.391] 259 [D loss: (0.673)(R 0.624, F 0.723)] [D acc: (0.531)(0.703, 0.359)] [G loss: 0.702] [G acc: 0.438] 260 [D loss: (0.682)(R 0.616, F 0.748)] [D acc: (0.562)(0.750, 0.375)] [G loss: 0.690] [G acc: 0.406] 261 [D loss: (0.687)(R 0.635, F 0.739)] [D acc: (0.555)(0.750, 0.359)] [G loss: 0.703] [G acc: 0.406] 262 [D loss: (0.690)(R 0.606, F 0.773)] [D acc: (0.570)(0.812, 0.328)] [G loss: 0.702] [G acc: 0.391] 263 [D loss: (0.689)(R 0.623, F 0.756)] [D acc: (0.492)(0.766, 0.219)] [G loss: 0.703] [G acc: 0.422] 264 [D loss: (0.676)(R 0.631, F 0.720)] [D acc: (0.594)(0.781, 0.406)] [G loss: 0.700] [G acc: 0.438] 265 [D loss: (0.690)(R 0.639, F 0.742)] [D acc: (0.531)(0.750, 0.312)] [G loss: 0.700] [G acc: 0.406] 266 [D loss: (0.678)(R 0.629, F 0.727)] [D acc: (0.609)(0.797, 0.422)] [G loss: 0.713] [G acc: 0.328] 267 [D loss: (0.668)(R 0.603, F 0.734)] [D acc: (0.625)(0.891, 0.359)] [G loss: 0.705] [G acc: 0.438] 268 [D loss: (0.670)(R 0.606, F 0.735)] [D acc: (0.562)(0.703, 0.422)] [G loss: 0.689] [G acc: 0.516] 269 [D loss: (0.678)(R 0.623, F 0.734)] [D acc: (0.531)(0.672, 0.391)] [G loss: 0.705] [G acc: 0.375] 270 [D loss: (0.694)(R 0.625, F 0.763)] [D acc: (0.469)(0.703, 0.234)] [G loss: 0.706] [G acc: 0.438] 271 [D loss: (0.702)(R 0.644, F 0.759)] [D acc: (0.477)(0.688, 0.266)] [G loss: 0.722] [G acc: 0.281] 272 [D loss: (0.669)(R 0.643, F 0.695)] [D acc: (0.664)(0.719, 0.609)] [G loss: 0.709] [G acc: 0.359] 273 [D loss: (0.691)(R 0.613, F 0.768)] [D acc: (0.547)(0.766, 0.328)] [G loss: 0.733] [G acc: 0.250] 274 [D loss: (0.683)(R 0.651, F 0.716)] [D acc: (0.531)(0.672, 0.391)] [G loss: 0.717] [G acc: 0.344] 275 [D loss: (0.665)(R 0.605, F 0.724)] [D acc: (0.594)(0.797, 0.391)] [G loss: 0.692] [G acc: 0.500] 276 [D loss: (0.682)(R 0.612, F 0.753)] [D acc: (0.594)(0.797, 0.391)] [G loss: 0.697] [G acc: 0.500] 277 [D loss: (0.703)(R 0.594, F 0.812)] [D acc: (0.500)(0.781, 0.219)] [G loss: 0.718] [G acc: 0.312] 278 [D loss: (0.635)(R 0.580, F 0.691)] [D acc: (0.695)(0.844, 0.547)] [G loss: 0.716] [G acc: 0.391] 279 [D loss: (0.695)(R 0.629, F 0.762)] [D acc: (0.500)(0.719, 0.281)] [G loss: 0.723] [G acc: 0.312] 280 [D loss: (0.651)(R 0.603, F 0.699)] [D acc: (0.617)(0.797, 0.438)] [G loss: 0.704] [G acc: 0.406] 281 [D loss: (0.704)(R 0.622, F 0.786)] [D acc: (0.461)(0.656, 0.266)] [G loss: 0.712] [G acc: 0.375] 282 [D loss: (0.685)(R 0.620, F 0.749)] [D acc: (0.586)(0.781, 0.391)] [G loss: 0.724] [G acc: 0.312] 283 [D loss: (0.682)(R 0.621, F 0.742)] [D acc: (0.539)(0.688, 0.391)] [G loss: 0.710] [G acc: 0.359] 284 [D loss: (0.669)(R 0.638, F 0.700)] [D acc: (0.570)(0.609, 0.531)] [G loss: 0.738] [G acc: 0.203] 285 [D loss: (0.698)(R 0.653, F 0.743)] [D acc: (0.500)(0.609, 0.391)] [G loss: 0.704] [G acc: 0.406] 286 [D loss: (0.681)(R 0.643, F 0.720)] [D acc: (0.617)(0.719, 0.516)] [G loss: 0.706] [G acc: 0.453] 287 [D loss: (0.672)(R 0.622, F 0.723)] [D acc: (0.578)(0.781, 0.375)] [G loss: 0.706] [G acc: 0.359] 288 [D loss: (0.693)(R 0.617, F 0.768)] [D acc: (0.570)(0.797, 0.344)] [G loss: 0.722] [G acc: 0.344] 289 [D loss: (0.663)(R 0.616, F 0.711)] [D acc: (0.617)(0.734, 0.500)] [G loss: 0.704] [G acc: 0.406] 290 [D loss: (0.679)(R 0.612, F 0.746)] [D acc: (0.562)(0.734, 0.391)] [G loss: 0.737] [G acc: 0.266] 291 [D loss: (0.674)(R 0.616, F 0.731)] [D acc: (0.562)(0.703, 0.422)] [G loss: 0.721] [G acc: 0.375] 292 [D loss: (0.666)(R 0.618, F 0.714)] [D acc: (0.656)(0.734, 0.578)] [G loss: 0.729] [G acc: 0.359] 293 [D loss: (0.675)(R 0.604, F 0.746)] [D acc: (0.578)(0.703, 0.453)] [G loss: 0.760] [G acc: 0.266] 294 [D loss: (0.670)(R 0.606, F 0.734)] [D acc: (0.555)(0.719, 0.391)] [G loss: 0.708] [G acc: 0.375] 295 [D loss: (0.657)(R 0.611, F 0.703)] [D acc: (0.625)(0.688, 0.562)] [G loss: 0.729] [G acc: 0.266] 296 [D loss: (0.697)(R 0.600, F 0.794)] [D acc: (0.445)(0.672, 0.219)] [G loss: 0.721] [G acc: 0.391] 297 [D loss: (0.671)(R 0.589, F 0.753)] [D acc: (0.609)(0.781, 0.438)] [G loss: 0.729] [G acc: 0.312] 298 [D loss: (0.660)(R 0.585, F 0.735)] [D acc: (0.633)(0.750, 0.516)] [G loss: 0.703] [G acc: 0.484] 299 [D loss: (0.688)(R 0.618, F 0.757)] [D acc: (0.562)(0.734, 0.391)] [G loss: 0.733] [G acc: 0.312] 300 [D loss: (0.697)(R 0.634, F 0.760)] [D acc: (0.500)(0.641, 0.359)] [G loss: 0.723] [G acc: 0.312] 301 [D loss: (0.673)(R 0.643, F 0.703)] [D acc: (0.570)(0.641, 0.500)] [G loss: 0.747] [G acc: 0.234] 302 [D loss: (0.664)(R 0.627, F 0.702)] [D acc: (0.594)(0.672, 0.516)] [G loss: 0.739] [G acc: 0.297] 303 [D loss: (0.656)(R 0.573, F 0.738)] [D acc: (0.625)(0.797, 0.453)] [G loss: 0.705] [G acc: 0.422] 304 [D loss: (0.678)(R 0.618, F 0.739)] [D acc: (0.625)(0.797, 0.453)] [G loss: 0.723] [G acc: 0.328] 305 [D loss: (0.677)(R 0.586, F 0.768)] [D acc: (0.633)(0.797, 0.469)] [G loss: 0.778] [G acc: 0.188] 306 [D loss: (0.665)(R 0.618, F 0.713)] [D acc: (0.617)(0.734, 0.500)] [G loss: 0.710] [G acc: 0.438] 307 [D loss: (0.656)(R 0.595, F 0.717)] [D acc: (0.586)(0.719, 0.453)] [G loss: 0.749] [G acc: 0.297] 308 [D loss: (0.642)(R 0.564, F 0.719)] [D acc: (0.656)(0.719, 0.594)] [G loss: 0.794] [G acc: 0.172] 309 [D loss: (0.660)(R 0.583, F 0.737)] [D acc: (0.570)(0.703, 0.438)] [G loss: 0.745] [G acc: 0.328] 310 [D loss: (0.694)(R 0.645, F 0.744)] [D acc: (0.492)(0.578, 0.406)] [G loss: 0.725] [G acc: 0.312] 311 [D loss: (0.680)(R 0.632, F 0.729)] [D acc: (0.570)(0.688, 0.453)] [G loss: 0.711] [G acc: 0.391] 312 [D loss: (0.668)(R 0.576, F 0.761)] [D acc: (0.625)(0.781, 0.469)] [G loss: 0.712] [G acc: 0.391] 313 [D loss: (0.678)(R 0.625, F 0.732)] [D acc: (0.602)(0.750, 0.453)] [G loss: 0.723] [G acc: 0.391] 314 [D loss: (0.660)(R 0.607, F 0.712)] [D acc: (0.555)(0.641, 0.469)] [G loss: 0.729] [G acc: 0.297] 315 [D loss: (0.632)(R 0.550, F 0.714)] [D acc: (0.703)(0.844, 0.562)] [G loss: 0.746] [G acc: 0.312] 316 [D loss: (0.668)(R 0.565, F 0.770)] [D acc: (0.570)(0.766, 0.375)] [G loss: 0.732] [G acc: 0.375] 317 [D loss: (0.690)(R 0.601, F 0.779)] [D acc: (0.516)(0.703, 0.328)] [G loss: 0.718] [G acc: 0.422] 318 [D loss: (0.643)(R 0.590, F 0.695)] [D acc: (0.680)(0.766, 0.594)] [G loss: 0.784] [G acc: 0.188] 319 [D loss: (0.691)(R 0.552, F 0.829)] [D acc: (0.562)(0.719, 0.406)] [G loss: 0.747] [G acc: 0.281] 320 [D loss: (0.641)(R 0.563, F 0.718)] [D acc: (0.625)(0.766, 0.484)] [G loss: 0.749] [G acc: 0.328] 321 [D loss: (0.652)(R 0.570, F 0.734)] [D acc: (0.594)(0.734, 0.453)] [G loss: 0.759] [G acc: 0.281] 322 [D loss: (0.675)(R 0.606, F 0.744)] [D acc: (0.586)(0.719, 0.453)] [G loss: 0.729] [G acc: 0.344] 323 [D loss: (0.679)(R 0.601, F 0.757)] [D acc: (0.539)(0.688, 0.391)] [G loss: 0.759] [G acc: 0.250] 324 [D loss: (0.672)(R 0.584, F 0.760)] [D acc: (0.547)(0.766, 0.328)] [G loss: 0.741] [G acc: 0.297] 325 [D loss: (0.678)(R 0.610, F 0.746)] [D acc: (0.562)(0.688, 0.438)] [G loss: 0.760] [G acc: 0.266] 326 [D loss: (0.652)(R 0.570, F 0.733)] [D acc: (0.672)(0.828, 0.516)] [G loss: 0.723] [G acc: 0.359] 327 [D loss: (0.652)(R 0.575, F 0.728)] [D acc: (0.609)(0.781, 0.438)] [G loss: 0.776] [G acc: 0.234] 328 [D loss: (0.662)(R 0.545, F 0.779)] [D acc: (0.609)(0.812, 0.406)] [G loss: 0.750] [G acc: 0.375] 329 [D loss: (0.670)(R 0.611, F 0.729)] [D acc: (0.562)(0.672, 0.453)] [G loss: 0.751] [G acc: 0.344] 330 [D loss: (0.679)(R 0.576, F 0.783)] [D acc: (0.547)(0.734, 0.359)] [G loss: 0.742] [G acc: 0.391] 331 [D loss: (0.672)(R 0.631, F 0.714)] [D acc: (0.594)(0.656, 0.531)] [G loss: 0.760] [G acc: 0.234] 332 [D loss: (0.666)(R 0.584, F 0.748)] [D acc: (0.602)(0.797, 0.406)] [G loss: 0.740] [G acc: 0.344] 333 [D loss: (0.642)(R 0.580, F 0.705)] [D acc: (0.641)(0.672, 0.609)] [G loss: 0.754] [G acc: 0.250] 334 [D loss: (0.683)(R 0.585, F 0.782)] [D acc: (0.547)(0.672, 0.422)] [G loss: 0.747] [G acc: 0.266] 335 [D loss: (0.691)(R 0.602, F 0.779)] [D acc: (0.508)(0.688, 0.328)] [G loss: 0.734] [G acc: 0.406] 336 [D loss: (0.655)(R 0.590, F 0.720)] [D acc: (0.609)(0.656, 0.562)] [G loss: 0.746] [G acc: 0.312] 337 [D loss: (0.661)(R 0.614, F 0.708)] [D acc: (0.602)(0.672, 0.531)] [G loss: 0.752] [G acc: 0.344] 338 [D loss: (0.661)(R 0.590, F 0.732)] [D acc: (0.609)(0.734, 0.484)] [G loss: 0.781] [G acc: 0.219] 339 [D loss: (0.677)(R 0.607, F 0.747)] [D acc: (0.570)(0.688, 0.453)] [G loss: 0.752] [G acc: 0.234] 340 [D loss: (0.650)(R 0.587, F 0.713)] [D acc: (0.648)(0.750, 0.547)] [G loss: 0.776] [G acc: 0.172] 341 [D loss: (0.664)(R 0.605, F 0.724)] [D acc: (0.586)(0.672, 0.500)] [G loss: 0.752] [G acc: 0.297] 342 [D loss: (0.630)(R 0.560, F 0.700)] [D acc: (0.648)(0.688, 0.609)] [G loss: 0.757] [G acc: 0.312] 343 [D loss: (0.673)(R 0.598, F 0.749)] [D acc: (0.547)(0.672, 0.422)] [G loss: 0.769] [G acc: 0.250] 344 [D loss: (0.674)(R 0.582, F 0.767)] [D acc: (0.539)(0.672, 0.406)] [G loss: 0.777] [G acc: 0.219] 345 [D loss: (0.685)(R 0.628, F 0.742)] [D acc: (0.508)(0.594, 0.422)] [G loss: 0.767] [G acc: 0.203] 346 [D loss: (0.659)(R 0.593, F 0.724)] [D acc: (0.578)(0.719, 0.438)] [G loss: 0.751] [G acc: 0.234] 347 [D loss: (0.648)(R 0.584, F 0.711)] [D acc: (0.609)(0.703, 0.516)] [G loss: 0.769] [G acc: 0.250] 348 [D loss: (0.638)(R 0.544, F 0.731)] [D acc: (0.641)(0.844, 0.438)] [G loss: 0.765] [G acc: 0.250] 349 [D loss: (0.633)(R 0.538, F 0.728)] [D acc: (0.633)(0.734, 0.531)] [G loss: 0.775] [G acc: 0.234] 350 [D loss: (0.729)(R 0.597, F 0.861)] [D acc: (0.570)(0.734, 0.406)] [G loss: 0.780] [G acc: 0.203] 351 [D loss: (0.664)(R 0.652, F 0.677)] [D acc: (0.578)(0.531, 0.625)] [G loss: 0.757] [G acc: 0.234] 352 [D loss: (0.671)(R 0.590, F 0.752)] [D acc: (0.594)(0.750, 0.438)] [G loss: 0.737] [G acc: 0.391] 353 [D loss: (0.680)(R 0.622, F 0.738)] [D acc: (0.539)(0.547, 0.531)] [G loss: 0.792] [G acc: 0.172] 354 [D loss: (0.649)(R 0.613, F 0.684)] [D acc: (0.625)(0.688, 0.562)] [G loss: 0.761] [G acc: 0.219] 355 [D loss: (0.664)(R 0.624, F 0.704)] [D acc: (0.570)(0.625, 0.516)] [G loss: 0.804] [G acc: 0.203] 356 [D loss: (0.674)(R 0.631, F 0.718)] [D acc: (0.562)(0.625, 0.500)] [G loss: 0.814] [G acc: 0.188] 357 [D loss: (0.616)(R 0.561, F 0.672)] [D acc: (0.719)(0.766, 0.672)] [G loss: 0.807] [G acc: 0.250] 358 [D loss: (0.651)(R 0.544, F 0.757)] [D acc: (0.633)(0.750, 0.516)] [G loss: 0.760] [G acc: 0.328] 359 [D loss: (0.672)(R 0.555, F 0.789)] [D acc: (0.570)(0.750, 0.391)] [G loss: 0.801] [G acc: 0.172] 360 [D loss: (0.683)(R 0.570, F 0.796)] [D acc: (0.523)(0.641, 0.406)] [G loss: 0.770] [G acc: 0.312] 361 [D loss: (0.665)(R 0.618, F 0.713)] [D acc: (0.555)(0.641, 0.469)] [G loss: 0.765] [G acc: 0.266] 362 [D loss: (0.675)(R 0.598, F 0.753)] [D acc: (0.555)(0.688, 0.422)] [G loss: 0.805] [G acc: 0.188] 363 [D loss: (0.666)(R 0.627, F 0.705)] [D acc: (0.578)(0.656, 0.500)] [G loss: 0.764] [G acc: 0.297] 364 [D loss: (0.666)(R 0.617, F 0.714)] [D acc: (0.570)(0.625, 0.516)] [G loss: 0.788] [G acc: 0.188] 365 [D loss: (0.663)(R 0.622, F 0.703)] [D acc: (0.570)(0.641, 0.500)] [G loss: 0.802] [G acc: 0.172] 366 [D loss: (0.673)(R 0.607, F 0.740)] [D acc: (0.570)(0.656, 0.484)] [G loss: 0.717] [G acc: 0.453] 367 [D loss: (0.667)(R 0.587, F 0.747)] [D acc: (0.562)(0.688, 0.438)] [G loss: 0.777] [G acc: 0.234] 368 [D loss: (0.687)(R 0.599, F 0.774)] [D acc: (0.555)(0.703, 0.406)] [G loss: 0.766] [G acc: 0.312] 369 [D loss: (0.655)(R 0.598, F 0.713)] [D acc: (0.617)(0.766, 0.469)] [G loss: 0.789] [G acc: 0.234] 370 [D loss: (0.662)(R 0.657, F 0.667)] [D acc: (0.562)(0.516, 0.609)] [G loss: 0.795] [G acc: 0.234] 371 [D loss: (0.645)(R 0.592, F 0.697)] [D acc: (0.742)(0.797, 0.688)] [G loss: 0.791] [G acc: 0.219] 372 [D loss: (0.654)(R 0.620, F 0.689)] [D acc: (0.617)(0.656, 0.578)] [G loss: 0.777] [G acc: 0.281] 373 [D loss: (0.671)(R 0.603, F 0.739)] [D acc: (0.562)(0.672, 0.453)] [G loss: 0.815] [G acc: 0.156] 374 [D loss: (0.683)(R 0.600, F 0.765)] [D acc: (0.539)(0.641, 0.438)] [G loss: 0.804] [G acc: 0.172] 375 [D loss: (0.650)(R 0.590, F 0.711)] [D acc: (0.531)(0.594, 0.469)] [G loss: 0.761] [G acc: 0.250] 376 [D loss: (0.644)(R 0.564, F 0.725)] [D acc: (0.656)(0.719, 0.594)] [G loss: 0.775] [G acc: 0.328] 377 [D loss: (0.667)(R 0.569, F 0.765)] [D acc: (0.555)(0.703, 0.406)] [G loss: 0.755] [G acc: 0.297] 378 [D loss: (0.646)(R 0.581, F 0.710)] [D acc: (0.648)(0.766, 0.531)] [G loss: 0.771] [G acc: 0.219] 379 [D loss: (0.685)(R 0.649, F 0.721)] [D acc: (0.539)(0.547, 0.531)] [G loss: 0.782] [G acc: 0.234] 380 [D loss: (0.651)(R 0.575, F 0.726)] [D acc: (0.648)(0.781, 0.516)] [G loss: 0.778] [G acc: 0.281] 381 [D loss: (0.674)(R 0.617, F 0.731)] [D acc: (0.578)(0.672, 0.484)] [G loss: 0.781] [G acc: 0.203] 382 [D loss: (0.638)(R 0.563, F 0.713)] [D acc: (0.617)(0.688, 0.547)] [G loss: 0.811] [G acc: 0.125] 383 [D loss: (0.660)(R 0.627, F 0.692)] [D acc: (0.594)(0.641, 0.547)] [G loss: 0.795] [G acc: 0.250] 384 [D loss: (0.646)(R 0.536, F 0.755)] [D acc: (0.648)(0.750, 0.547)] [G loss: 0.817] [G acc: 0.219] 385 [D loss: (0.675)(R 0.611, F 0.739)] [D acc: (0.602)(0.641, 0.562)] [G loss: 0.798] [G acc: 0.234] 386 [D loss: (0.652)(R 0.620, F 0.684)] [D acc: (0.672)(0.672, 0.672)] [G loss: 0.785] [G acc: 0.266] 387 [D loss: (0.673)(R 0.625, F 0.722)] [D acc: (0.547)(0.625, 0.469)] [G loss: 0.819] [G acc: 0.188] 388 [D loss: (0.654)(R 0.595, F 0.714)] [D acc: (0.688)(0.734, 0.641)] [G loss: 0.815] [G acc: 0.156] 389 [D loss: (0.667)(R 0.604, F 0.731)] [D acc: (0.609)(0.719, 0.500)] [G loss: 0.762] [G acc: 0.266] 390 [D loss: (0.619)(R 0.517, F 0.720)] [D acc: (0.656)(0.766, 0.547)] [G loss: 0.801] [G acc: 0.219] 391 [D loss: (0.625)(R 0.522, F 0.728)] [D acc: (0.703)(0.812, 0.594)] [G loss: 0.826] [G acc: 0.156] 392 [D loss: (0.674)(R 0.608, F 0.739)] [D acc: (0.570)(0.672, 0.469)] [G loss: 0.820] [G acc: 0.234] 393 [D loss: (0.637)(R 0.573, F 0.701)] [D acc: (0.664)(0.688, 0.641)] [G loss: 0.778] [G acc: 0.297] 394 [D loss: (0.648)(R 0.568, F 0.728)] [D acc: (0.602)(0.719, 0.484)] [G loss: 0.861] [G acc: 0.141] 395 [D loss: (0.656)(R 0.574, F 0.738)] [D acc: (0.578)(0.656, 0.500)] [G loss: 0.845] [G acc: 0.250] 396 [D loss: (0.676)(R 0.614, F 0.738)] [D acc: (0.586)(0.625, 0.547)] [G loss: 0.793] [G acc: 0.219] 397 [D loss: (0.642)(R 0.570, F 0.714)] [D acc: (0.672)(0.703, 0.641)] [G loss: 0.811] [G acc: 0.219] 398 [D loss: (0.642)(R 0.574, F 0.710)] [D acc: (0.648)(0.688, 0.609)] [G loss: 0.834] [G acc: 0.203] 399 [D loss: (0.634)(R 0.574, F 0.694)] [D acc: (0.680)(0.781, 0.578)] [G loss: 0.798] [G acc: 0.234] 400 [D loss: (0.601)(R 0.563, F 0.638)] [D acc: (0.695)(0.750, 0.641)] [G loss: 0.797] [G acc: 0.344] 401 [D loss: (0.676)(R 0.598, F 0.753)] [D acc: (0.547)(0.609, 0.484)] [G loss: 0.829] [G acc: 0.266] 402 [D loss: (0.641)(R 0.564, F 0.717)] [D acc: (0.594)(0.719, 0.469)] [G loss: 0.822] [G acc: 0.203] 403 [D loss: (0.680)(R 0.570, F 0.789)] [D acc: (0.578)(0.688, 0.469)] [G loss: 0.812] [G acc: 0.234] 404 [D loss: (0.650)(R 0.551, F 0.748)] [D acc: (0.648)(0.750, 0.547)] [G loss: 0.807] [G acc: 0.234] 405 [D loss: (0.634)(R 0.567, F 0.702)] [D acc: (0.594)(0.656, 0.531)] [G loss: 0.868] [G acc: 0.141] 406 [D loss: (0.638)(R 0.625, F 0.652)] [D acc: (0.617)(0.625, 0.609)] [G loss: 0.799] [G acc: 0.234] 407 [D loss: (0.661)(R 0.598, F 0.723)] [D acc: (0.602)(0.609, 0.594)] [G loss: 0.811] [G acc: 0.219] 408 [D loss: (0.670)(R 0.622, F 0.718)] [D acc: (0.586)(0.641, 0.531)] [G loss: 0.809] [G acc: 0.250] 409 [D loss: (0.650)(R 0.579, F 0.721)] [D acc: (0.609)(0.703, 0.516)] [G loss: 0.828] [G acc: 0.219] 410 [D loss: (0.656)(R 0.588, F 0.723)] [D acc: (0.648)(0.750, 0.547)] [G loss: 0.842] [G acc: 0.266] 411 [D loss: (0.615)(R 0.559, F 0.671)] [D acc: (0.688)(0.750, 0.625)] [G loss: 0.866] [G acc: 0.156] 412 [D loss: (0.636)(R 0.567, F 0.706)] [D acc: (0.656)(0.672, 0.641)] [G loss: 0.870] [G acc: 0.172] 413 [D loss: (0.625)(R 0.528, F 0.722)] [D acc: (0.648)(0.719, 0.578)] [G loss: 0.906] [G acc: 0.188] 414 [D loss: (0.678)(R 0.614, F 0.742)] [D acc: (0.594)(0.609, 0.578)] [G loss: 0.793] [G acc: 0.344] 415 [D loss: (0.638)(R 0.608, F 0.669)] [D acc: (0.633)(0.672, 0.594)] [G loss: 0.845] [G acc: 0.219] 416 [D loss: (0.667)(R 0.603, F 0.732)] [D acc: (0.594)(0.641, 0.547)] [G loss: 0.868] [G acc: 0.203] 417 [D loss: (0.626)(R 0.615, F 0.636)] [D acc: (0.664)(0.609, 0.719)] [G loss: 0.804] [G acc: 0.328] 418 [D loss: (0.652)(R 0.545, F 0.760)] [D acc: (0.625)(0.719, 0.531)] [G loss: 0.859] [G acc: 0.188] 419 [D loss: (0.679)(R 0.634, F 0.724)] [D acc: (0.586)(0.609, 0.562)] [G loss: 0.851] [G acc: 0.172] 420 [D loss: (0.645)(R 0.634, F 0.656)] [D acc: (0.602)(0.578, 0.625)] [G loss: 0.786] [G acc: 0.266] 421 [D loss: (0.650)(R 0.576, F 0.724)] [D acc: (0.609)(0.656, 0.562)] [G loss: 0.784] [G acc: 0.281] 422 [D loss: (0.617)(R 0.559, F 0.674)] [D acc: (0.688)(0.734, 0.641)] [G loss: 0.850] [G acc: 0.125] 423 [D loss: (0.649)(R 0.562, F 0.736)] [D acc: (0.625)(0.719, 0.531)] [G loss: 0.866] [G acc: 0.172] 424 [D loss: (0.657)(R 0.599, F 0.716)] [D acc: (0.555)(0.594, 0.516)] [G loss: 0.803] [G acc: 0.266] 425 [D loss: (0.651)(R 0.569, F 0.734)] [D acc: (0.617)(0.734, 0.500)] [G loss: 0.802] [G acc: 0.203] 426 [D loss: (0.628)(R 0.583, F 0.673)] [D acc: (0.703)(0.734, 0.672)] [G loss: 0.834] [G acc: 0.266] 427 [D loss: (0.645)(R 0.530, F 0.760)] [D acc: (0.602)(0.766, 0.438)] [G loss: 0.825] [G acc: 0.234] 428 [D loss: (0.683)(R 0.593, F 0.773)] [D acc: (0.539)(0.578, 0.500)] [G loss: 0.837] [G acc: 0.203] 429 [D loss: (0.673)(R 0.661, F 0.685)] [D acc: (0.562)(0.547, 0.578)] [G loss: 0.780] [G acc: 0.297] 430 [D loss: (0.683)(R 0.607, F 0.759)] [D acc: (0.555)(0.625, 0.484)] [G loss: 0.858] [G acc: 0.125] 431 [D loss: (0.661)(R 0.620, F 0.702)] [D acc: (0.602)(0.656, 0.547)] [G loss: 0.823] [G acc: 0.156] 432 [D loss: (0.646)(R 0.608, F 0.685)] [D acc: (0.617)(0.672, 0.562)] [G loss: 0.844] [G acc: 0.172] 433 [D loss: (0.656)(R 0.614, F 0.699)] [D acc: (0.586)(0.625, 0.547)] [G loss: 0.835] [G acc: 0.172] 434 [D loss: (0.643)(R 0.622, F 0.664)] [D acc: (0.688)(0.641, 0.734)] [G loss: 0.845] [G acc: 0.250] 435 [D loss: (0.673)(R 0.638, F 0.708)] [D acc: (0.531)(0.547, 0.516)] [G loss: 0.852] [G acc: 0.219] 436 [D loss: (0.658)(R 0.608, F 0.709)] [D acc: (0.578)(0.625, 0.531)] [G loss: 0.857] [G acc: 0.094] 437 [D loss: (0.618)(R 0.586, F 0.651)] [D acc: (0.656)(0.641, 0.672)] [G loss: 0.840] [G acc: 0.219] 438 [D loss: (0.664)(R 0.613, F 0.715)] [D acc: (0.555)(0.609, 0.500)] [G loss: 0.850] [G acc: 0.141] 439 [D loss: (0.655)(R 0.602, F 0.707)] [D acc: (0.578)(0.609, 0.547)] [G loss: 0.854] [G acc: 0.156] 440 [D loss: (0.676)(R 0.658, F 0.693)] [D acc: (0.594)(0.609, 0.578)] [G loss: 0.889] [G acc: 0.062] 441 [D loss: (0.669)(R 0.646, F 0.692)] [D acc: (0.648)(0.641, 0.656)] [G loss: 0.845] [G acc: 0.219] 442 [D loss: (0.658)(R 0.628, F 0.688)] [D acc: (0.625)(0.641, 0.609)] [G loss: 0.832] [G acc: 0.141] 443 [D loss: (0.625)(R 0.570, F 0.681)] [D acc: (0.617)(0.641, 0.594)] [G loss: 0.827] [G acc: 0.219] 444 [D loss: (0.634)(R 0.591, F 0.677)] [D acc: (0.617)(0.703, 0.531)] [G loss: 0.859] [G acc: 0.125] 445 [D loss: (0.645)(R 0.571, F 0.718)] [D acc: (0.633)(0.719, 0.547)] [G loss: 0.890] [G acc: 0.125] 446 [D loss: (0.611)(R 0.567, F 0.655)] [D acc: (0.703)(0.719, 0.688)] [G loss: 0.834] [G acc: 0.156] 447 [D loss: (0.643)(R 0.587, F 0.699)] [D acc: (0.602)(0.594, 0.609)] [G loss: 0.848] [G acc: 0.281] 448 [D loss: (0.690)(R 0.629, F 0.751)] [D acc: (0.539)(0.578, 0.500)] [G loss: 0.838] [G acc: 0.203] 449 [D loss: (0.652)(R 0.618, F 0.687)] [D acc: (0.625)(0.609, 0.641)] [G loss: 0.830] [G acc: 0.250] 450 [D loss: (0.630)(R 0.605, F 0.655)] [D acc: (0.633)(0.625, 0.641)] [G loss: 0.876] [G acc: 0.141] 451 [D loss: (0.708)(R 0.610, F 0.807)] [D acc: (0.562)(0.609, 0.516)] [G loss: 0.843] [G acc: 0.141] 452 [D loss: (0.665)(R 0.656, F 0.674)] [D acc: (0.578)(0.500, 0.656)] [G loss: 0.810] [G acc: 0.266] 453 [D loss: (0.673)(R 0.649, F 0.697)] [D acc: (0.555)(0.562, 0.547)] [G loss: 0.817] [G acc: 0.250] 454 [D loss: (0.635)(R 0.592, F 0.678)] [D acc: (0.680)(0.703, 0.656)] [G loss: 0.826] [G acc: 0.188] 455 [D loss: (0.629)(R 0.559, F 0.699)] [D acc: (0.633)(0.672, 0.594)] [G loss: 0.818] [G acc: 0.281] 456 [D loss: (0.642)(R 0.589, F 0.695)] [D acc: (0.633)(0.672, 0.594)] [G loss: 0.880] [G acc: 0.156] 457 [D loss: (0.686)(R 0.667, F 0.704)] [D acc: (0.594)(0.594, 0.594)] [G loss: 0.870] [G acc: 0.172] 458 [D loss: (0.652)(R 0.595, F 0.710)] [D acc: (0.609)(0.625, 0.594)] [G loss: 0.820] [G acc: 0.188] 459 [D loss: (0.655)(R 0.627, F 0.684)] [D acc: (0.586)(0.562, 0.609)] [G loss: 0.816] [G acc: 0.234] 460 [D loss: (0.653)(R 0.584, F 0.722)] [D acc: (0.617)(0.672, 0.562)] [G loss: 0.827] [G acc: 0.234] 461 [D loss: (0.669)(R 0.648, F 0.689)] [D acc: (0.523)(0.516, 0.531)] [G loss: 0.855] [G acc: 0.203] 462 [D loss: (0.628)(R 0.535, F 0.721)] [D acc: (0.641)(0.766, 0.516)] [G loss: 0.883] [G acc: 0.125] 463 [D loss: (0.608)(R 0.570, F 0.646)] [D acc: (0.656)(0.641, 0.672)] [G loss: 0.909] [G acc: 0.156] 464 [D loss: (0.693)(R 0.670, F 0.716)] [D acc: (0.523)(0.500, 0.547)] [G loss: 0.835] [G acc: 0.234] 465 [D loss: (0.703)(R 0.625, F 0.782)] [D acc: (0.562)(0.562, 0.562)] [G loss: 0.855] [G acc: 0.125] 466 [D loss: (0.671)(R 0.643, F 0.698)] [D acc: (0.617)(0.609, 0.625)] [G loss: 0.852] [G acc: 0.125] 467 [D loss: (0.618)(R 0.590, F 0.647)] [D acc: (0.641)(0.609, 0.672)] [G loss: 0.859] [G acc: 0.172] 468 [D loss: (0.637)(R 0.558, F 0.716)] [D acc: (0.641)(0.672, 0.609)] [G loss: 0.830] [G acc: 0.203] 469 [D loss: (0.660)(R 0.619, F 0.702)] [D acc: (0.625)(0.578, 0.672)] [G loss: 0.855] [G acc: 0.188] 470 [D loss: (0.648)(R 0.582, F 0.714)] [D acc: (0.602)(0.625, 0.578)] [G loss: 0.892] [G acc: 0.188] 471 [D loss: (0.652)(R 0.663, F 0.642)] [D acc: (0.680)(0.547, 0.812)] [G loss: 0.858] [G acc: 0.203] 472 [D loss: (0.667)(R 0.584, F 0.751)] [D acc: (0.633)(0.719, 0.547)] [G loss: 0.901] [G acc: 0.188] 473 [D loss: (0.657)(R 0.653, F 0.661)] [D acc: (0.602)(0.578, 0.625)] [G loss: 0.863] [G acc: 0.141] 474 [D loss: (0.619)(R 0.609, F 0.629)] [D acc: (0.727)(0.688, 0.766)] [G loss: 0.853] [G acc: 0.266] 475 [D loss: (0.604)(R 0.580, F 0.629)] [D acc: (0.727)(0.719, 0.734)] [G loss: 0.859] [G acc: 0.250] 476 [D loss: (0.629)(R 0.557, F 0.702)] [D acc: (0.617)(0.703, 0.531)] [G loss: 0.902] [G acc: 0.172] 477 [D loss: (0.606)(R 0.506, F 0.707)] [D acc: (0.664)(0.766, 0.562)] [G loss: 0.944] [G acc: 0.188] 478 [D loss: (0.669)(R 0.660, F 0.678)] [D acc: (0.617)(0.578, 0.656)] [G loss: 0.852] [G acc: 0.219] 479 [D loss: (0.643)(R 0.533, F 0.753)] [D acc: (0.625)(0.734, 0.516)] [G loss: 0.884] [G acc: 0.156] 480 [D loss: (0.639)(R 0.558, F 0.719)] [D acc: (0.617)(0.656, 0.578)] [G loss: 0.839] [G acc: 0.234] 481 [D loss: (0.626)(R 0.588, F 0.664)] [D acc: (0.633)(0.594, 0.672)] [G loss: 0.880] [G acc: 0.219] 482 [D loss: (0.629)(R 0.574, F 0.684)] [D acc: (0.680)(0.703, 0.656)] [G loss: 0.956] [G acc: 0.125] 483 [D loss: (0.641)(R 0.607, F 0.675)] [D acc: (0.680)(0.641, 0.719)] [G loss: 0.896] [G acc: 0.219] 484 [D loss: (0.656)(R 0.626, F 0.685)] [D acc: (0.578)(0.594, 0.562)] [G loss: 0.858] [G acc: 0.234] 485 [D loss: (0.649)(R 0.605, F 0.694)] [D acc: (0.641)(0.672, 0.609)] [G loss: 0.874] [G acc: 0.219] 486 [D loss: (0.630)(R 0.573, F 0.687)] [D acc: (0.680)(0.719, 0.641)] [G loss: 0.890] [G acc: 0.203] 487 [D loss: (0.653)(R 0.565, F 0.740)] [D acc: (0.578)(0.656, 0.500)] [G loss: 0.832] [G acc: 0.234] 488 [D loss: (0.655)(R 0.542, F 0.768)] [D acc: (0.609)(0.719, 0.500)] [G loss: 0.948] [G acc: 0.094] 489 [D loss: (0.645)(R 0.584, F 0.706)] [D acc: (0.641)(0.703, 0.578)] [G loss: 0.942] [G acc: 0.125] 490 [D loss: (0.620)(R 0.619, F 0.621)] [D acc: (0.641)(0.578, 0.703)] [G loss: 0.877] [G acc: 0.188] 491 [D loss: (0.688)(R 0.597, F 0.779)] [D acc: (0.531)(0.562, 0.500)] [G loss: 0.897] [G acc: 0.156] 492 [D loss: (0.626)(R 0.612, F 0.639)] [D acc: (0.648)(0.625, 0.672)] [G loss: 0.897] [G acc: 0.188] 493 [D loss: (0.603)(R 0.575, F 0.632)] [D acc: (0.695)(0.656, 0.734)] [G loss: 0.954] [G acc: 0.125] 494 [D loss: (0.645)(R 0.617, F 0.674)] [D acc: (0.594)(0.578, 0.609)] [G loss: 0.882] [G acc: 0.266] 495 [D loss: (0.649)(R 0.601, F 0.698)] [D acc: (0.641)(0.625, 0.656)] [G loss: 0.879] [G acc: 0.172] 496 [D loss: (0.610)(R 0.604, F 0.615)] [D acc: (0.680)(0.641, 0.719)] [G loss: 0.930] [G acc: 0.188] 497 [D loss: (0.633)(R 0.521, F 0.744)] [D acc: (0.680)(0.734, 0.625)] [G loss: 1.004] [G acc: 0.094] 498 [D loss: (0.607)(R 0.608, F 0.605)] [D acc: (0.664)(0.609, 0.719)] [G loss: 0.967] [G acc: 0.188] 499 [D loss: (0.590)(R 0.579, F 0.601)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.051] [G acc: 0.062] 500 [D loss: (0.631)(R 0.591, F 0.671)] [D acc: (0.656)(0.641, 0.672)] [G loss: 0.919] [G acc: 0.188] 501 [D loss: (0.627)(R 0.539, F 0.715)] [D acc: (0.633)(0.688, 0.578)] [G loss: 0.932] [G acc: 0.141] 502 [D loss: (0.677)(R 0.658, F 0.697)] [D acc: (0.578)(0.578, 0.578)] [G loss: 0.893] [G acc: 0.156] 503 [D loss: (0.665)(R 0.593, F 0.737)] [D acc: (0.664)(0.719, 0.609)] [G loss: 0.910] [G acc: 0.156] 504 [D loss: (0.605)(R 0.590, F 0.619)] [D acc: (0.672)(0.625, 0.719)] [G loss: 0.901] [G acc: 0.172] 505 [D loss: (0.639)(R 0.629, F 0.649)] [D acc: (0.602)(0.594, 0.609)] [G loss: 0.868] [G acc: 0.297] 506 [D loss: (0.634)(R 0.582, F 0.686)] [D acc: (0.617)(0.641, 0.594)] [G loss: 0.886] [G acc: 0.219] 507 [D loss: (0.645)(R 0.624, F 0.666)] [D acc: (0.602)(0.562, 0.641)] [G loss: 0.922] [G acc: 0.094] 508 [D loss: (0.657)(R 0.603, F 0.710)] [D acc: (0.641)(0.688, 0.594)] [G loss: 0.889] [G acc: 0.250] 509 [D loss: (0.616)(R 0.510, F 0.722)] [D acc: (0.641)(0.734, 0.547)] [G loss: 0.925] [G acc: 0.141] 510 [D loss: (0.639)(R 0.568, F 0.711)] [D acc: (0.672)(0.734, 0.609)] [G loss: 0.953] [G acc: 0.156] 511 [D loss: (0.624)(R 0.595, F 0.653)] [D acc: (0.617)(0.641, 0.594)] [G loss: 0.981] [G acc: 0.094] 512 [D loss: (0.616)(R 0.577, F 0.655)] [D acc: (0.672)(0.734, 0.609)] [G loss: 0.955] [G acc: 0.141] 513 [D loss: (0.641)(R 0.590, F 0.692)] [D acc: (0.617)(0.625, 0.609)] [G loss: 0.881] [G acc: 0.297] 514 [D loss: (0.637)(R 0.588, F 0.686)] [D acc: (0.656)(0.625, 0.688)] [G loss: 0.922] [G acc: 0.281] 515 [D loss: (0.724)(R 0.635, F 0.813)] [D acc: (0.492)(0.562, 0.422)] [G loss: 0.939] [G acc: 0.094] 516 [D loss: (0.624)(R 0.598, F 0.649)] [D acc: (0.609)(0.594, 0.625)] [G loss: 0.963] [G acc: 0.141] 517 [D loss: (0.650)(R 0.621, F 0.679)] [D acc: (0.633)(0.594, 0.672)] [G loss: 0.962] [G acc: 0.109] 518 [D loss: (0.591)(R 0.577, F 0.605)] [D acc: (0.688)(0.656, 0.719)] [G loss: 0.946] [G acc: 0.203] 519 [D loss: (0.634)(R 0.567, F 0.700)] [D acc: (0.594)(0.609, 0.578)] [G loss: 0.960] [G acc: 0.141] 520 [D loss: (0.650)(R 0.621, F 0.678)] [D acc: (0.586)(0.594, 0.578)] [G loss: 0.899] [G acc: 0.234] 521 [D loss: (0.626)(R 0.555, F 0.698)] [D acc: (0.617)(0.656, 0.578)] [G loss: 0.944] [G acc: 0.172] 522 [D loss: (0.605)(R 0.539, F 0.671)] [D acc: (0.695)(0.734, 0.656)] [G loss: 0.948] [G acc: 0.188] 523 [D loss: (0.610)(R 0.559, F 0.660)] [D acc: (0.648)(0.688, 0.609)] [G loss: 0.983] [G acc: 0.141] 524 [D loss: (0.648)(R 0.611, F 0.685)] [D acc: (0.602)(0.547, 0.656)] [G loss: 0.965] [G acc: 0.156] 525 [D loss: (0.627)(R 0.613, F 0.642)] [D acc: (0.633)(0.672, 0.594)] [G loss: 0.950] [G acc: 0.203] 526 [D loss: (0.663)(R 0.669, F 0.656)] [D acc: (0.594)(0.547, 0.641)] [G loss: 0.952] [G acc: 0.141] 527 [D loss: (0.584)(R 0.534, F 0.635)] [D acc: (0.672)(0.734, 0.609)] [G loss: 0.994] [G acc: 0.125] 528 [D loss: (0.672)(R 0.652, F 0.693)] [D acc: (0.547)(0.531, 0.562)] [G loss: 0.972] [G acc: 0.094] 529 [D loss: (0.625)(R 0.499, F 0.752)] [D acc: (0.664)(0.766, 0.562)] [G loss: 1.006] [G acc: 0.141] 530 [D loss: (0.610)(R 0.652, F 0.568)] [D acc: (0.664)(0.562, 0.766)] [G loss: 0.945] [G acc: 0.203] 531 [D loss: (0.644)(R 0.637, F 0.651)] [D acc: (0.602)(0.531, 0.672)] [G loss: 0.906] [G acc: 0.219] 532 [D loss: (0.597)(R 0.569, F 0.625)] [D acc: (0.688)(0.672, 0.703)] [G loss: 0.901] [G acc: 0.172] 533 [D loss: (0.568)(R 0.484, F 0.651)] [D acc: (0.727)(0.781, 0.672)] [G loss: 0.956] [G acc: 0.188] 534 [D loss: (0.641)(R 0.573, F 0.710)] [D acc: (0.641)(0.688, 0.594)] [G loss: 0.945] [G acc: 0.156] 535 [D loss: (0.630)(R 0.563, F 0.698)] [D acc: (0.617)(0.672, 0.562)] [G loss: 1.021] [G acc: 0.109] 536 [D loss: (0.587)(R 0.531, F 0.643)] [D acc: (0.695)(0.734, 0.656)] [G loss: 1.006] [G acc: 0.125] 537 [D loss: (0.655)(R 0.556, F 0.753)] [D acc: (0.672)(0.734, 0.609)] [G loss: 0.958] [G acc: 0.203] 538 [D loss: (0.590)(R 0.585, F 0.595)] [D acc: (0.727)(0.688, 0.766)] [G loss: 0.968] [G acc: 0.172] 539 [D loss: (0.628)(R 0.584, F 0.672)] [D acc: (0.633)(0.672, 0.594)] [G loss: 0.977] [G acc: 0.172] 540 [D loss: (0.614)(R 0.542, F 0.685)] [D acc: (0.633)(0.688, 0.578)] [G loss: 0.968] [G acc: 0.203] 541 [D loss: (0.622)(R 0.580, F 0.663)] [D acc: (0.641)(0.672, 0.609)] [G loss: 1.016] [G acc: 0.125] 542 [D loss: (0.669)(R 0.624, F 0.714)] [D acc: (0.609)(0.609, 0.609)] [G loss: 0.916] [G acc: 0.188] 543 [D loss: (0.636)(R 0.552, F 0.721)] [D acc: (0.648)(0.688, 0.609)] [G loss: 0.990] [G acc: 0.062] 544 [D loss: (0.576)(R 0.533, F 0.619)] [D acc: (0.711)(0.703, 0.719)] [G loss: 0.932] [G acc: 0.234] 545 [D loss: (0.629)(R 0.532, F 0.725)] [D acc: (0.711)(0.703, 0.719)] [G loss: 0.958] [G acc: 0.172] 546 [D loss: (0.656)(R 0.620, F 0.692)] [D acc: (0.648)(0.609, 0.688)] [G loss: 0.940] [G acc: 0.156] 547 [D loss: (0.664)(R 0.680, F 0.648)] [D acc: (0.562)(0.500, 0.625)] [G loss: 0.963] [G acc: 0.156] 548 [D loss: (0.668)(R 0.617, F 0.720)] [D acc: (0.555)(0.531, 0.578)] [G loss: 0.939] [G acc: 0.188] 549 [D loss: (0.643)(R 0.674, F 0.613)] [D acc: (0.602)(0.500, 0.703)] [G loss: 0.968] [G acc: 0.141] 550 [D loss: (0.660)(R 0.604, F 0.717)] [D acc: (0.633)(0.609, 0.656)] [G loss: 0.891] [G acc: 0.219] 551 [D loss: (0.616)(R 0.584, F 0.648)] [D acc: (0.680)(0.672, 0.688)] [G loss: 0.949] [G acc: 0.125] 552 [D loss: (0.629)(R 0.657, F 0.601)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.032] [G acc: 0.094] 553 [D loss: (0.676)(R 0.639, F 0.714)] [D acc: (0.602)(0.578, 0.625)] [G loss: 0.946] [G acc: 0.094] 554 [D loss: (0.629)(R 0.537, F 0.722)] [D acc: (0.680)(0.703, 0.656)] [G loss: 0.941] [G acc: 0.156] 555 [D loss: (0.631)(R 0.593, F 0.670)] [D acc: (0.648)(0.625, 0.672)] [G loss: 0.932] [G acc: 0.219] 556 [D loss: (0.646)(R 0.678, F 0.614)] [D acc: (0.633)(0.547, 0.719)] [G loss: 0.894] [G acc: 0.188] 557 [D loss: (0.658)(R 0.591, F 0.726)] [D acc: (0.617)(0.656, 0.578)] [G loss: 0.948] [G acc: 0.141] 558 [D loss: (0.678)(R 0.619, F 0.737)] [D acc: (0.625)(0.609, 0.641)] [G loss: 0.907] [G acc: 0.172] 559 [D loss: (0.624)(R 0.638, F 0.610)] [D acc: (0.633)(0.562, 0.703)] [G loss: 0.935] [G acc: 0.172] 560 [D loss: (0.599)(R 0.571, F 0.626)] [D acc: (0.688)(0.688, 0.688)] [G loss: 0.914] [G acc: 0.219] 561 [D loss: (0.658)(R 0.577, F 0.739)] [D acc: (0.625)(0.656, 0.594)] [G loss: 0.927] [G acc: 0.203] 562 [D loss: (0.581)(R 0.516, F 0.645)] [D acc: (0.703)(0.750, 0.656)] [G loss: 0.970] [G acc: 0.250] 563 [D loss: (0.650)(R 0.569, F 0.731)] [D acc: (0.641)(0.703, 0.578)] [G loss: 0.973] [G acc: 0.125] 564 [D loss: (0.600)(R 0.612, F 0.588)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.016] [G acc: 0.109] 565 [D loss: (0.646)(R 0.599, F 0.694)] [D acc: (0.656)(0.656, 0.656)] [G loss: 0.963] [G acc: 0.156] 566 [D loss: (0.635)(R 0.510, F 0.761)] [D acc: (0.625)(0.719, 0.531)] [G loss: 0.952] [G acc: 0.188] 567 [D loss: (0.663)(R 0.680, F 0.647)] [D acc: (0.586)(0.516, 0.656)] [G loss: 0.985] [G acc: 0.141] 568 [D loss: (0.651)(R 0.625, F 0.677)] [D acc: (0.578)(0.594, 0.562)] [G loss: 0.925] [G acc: 0.234] 569 [D loss: (0.634)(R 0.618, F 0.651)] [D acc: (0.680)(0.672, 0.688)] [G loss: 0.989] [G acc: 0.094] 570 [D loss: (0.652)(R 0.613, F 0.691)] [D acc: (0.633)(0.625, 0.641)] [G loss: 0.932] [G acc: 0.219] 571 [D loss: (0.631)(R 0.653, F 0.609)] [D acc: (0.648)(0.562, 0.734)] [G loss: 0.933] [G acc: 0.156] 572 [D loss: (0.627)(R 0.585, F 0.669)] [D acc: (0.617)(0.578, 0.656)] [G loss: 0.944] [G acc: 0.141] 573 [D loss: (0.646)(R 0.637, F 0.656)] [D acc: (0.609)(0.562, 0.656)] [G loss: 0.971] [G acc: 0.125] 574 [D loss: (0.647)(R 0.597, F 0.696)] [D acc: (0.625)(0.578, 0.672)] [G loss: 0.944] [G acc: 0.219] 575 [D loss: (0.610)(R 0.553, F 0.666)] [D acc: (0.664)(0.656, 0.672)] [G loss: 0.902] [G acc: 0.188] 576 [D loss: (0.593)(R 0.557, F 0.628)] [D acc: (0.672)(0.703, 0.641)] [G loss: 0.963] [G acc: 0.109] 577 [D loss: (0.647)(R 0.637, F 0.658)] [D acc: (0.617)(0.547, 0.688)] [G loss: 1.013] [G acc: 0.078] 578 [D loss: (0.623)(R 0.590, F 0.655)] [D acc: (0.656)(0.609, 0.703)] [G loss: 0.896] [G acc: 0.219] 579 [D loss: (0.671)(R 0.688, F 0.654)] [D acc: (0.594)(0.484, 0.703)] [G loss: 0.997] [G acc: 0.094] 580 [D loss: (0.638)(R 0.606, F 0.670)] [D acc: (0.695)(0.656, 0.734)] [G loss: 0.983] [G acc: 0.062] 581 [D loss: (0.670)(R 0.666, F 0.674)] [D acc: (0.539)(0.516, 0.562)] [G loss: 0.935] [G acc: 0.203] 582 [D loss: (0.621)(R 0.593, F 0.649)] [D acc: (0.648)(0.609, 0.688)] [G loss: 0.927] [G acc: 0.156] 583 [D loss: (0.618)(R 0.589, F 0.646)] [D acc: (0.680)(0.656, 0.703)] [G loss: 0.922] [G acc: 0.172] 584 [D loss: (0.587)(R 0.509, F 0.665)] [D acc: (0.695)(0.703, 0.688)] [G loss: 0.929] [G acc: 0.219] 585 [D loss: (0.627)(R 0.602, F 0.652)] [D acc: (0.625)(0.609, 0.641)] [G loss: 0.921] [G acc: 0.234] 586 [D loss: (0.650)(R 0.627, F 0.673)] [D acc: (0.617)(0.594, 0.641)] [G loss: 0.936] [G acc: 0.141] 587 [D loss: (0.606)(R 0.543, F 0.669)] [D acc: (0.672)(0.719, 0.625)] [G loss: 1.024] [G acc: 0.094] 588 [D loss: (0.627)(R 0.650, F 0.603)] [D acc: (0.641)(0.547, 0.734)] [G loss: 0.950] [G acc: 0.188] 589 [D loss: (0.623)(R 0.588, F 0.658)] [D acc: (0.688)(0.641, 0.734)] [G loss: 0.984] [G acc: 0.141] 590 [D loss: (0.656)(R 0.653, F 0.658)] [D acc: (0.609)(0.531, 0.688)] [G loss: 0.931] [G acc: 0.141] 591 [D loss: (0.602)(R 0.553, F 0.651)] [D acc: (0.672)(0.656, 0.688)] [G loss: 0.994] [G acc: 0.188] 592 [D loss: (0.656)(R 0.571, F 0.741)] [D acc: (0.594)(0.672, 0.516)] [G loss: 1.025] [G acc: 0.094] 593 [D loss: (0.596)(R 0.594, F 0.599)] [D acc: (0.703)(0.656, 0.750)] [G loss: 0.961] [G acc: 0.172] 594 [D loss: (0.617)(R 0.602, F 0.632)] [D acc: (0.680)(0.688, 0.672)] [G loss: 0.947] [G acc: 0.188] 595 [D loss: (0.604)(R 0.553, F 0.655)] [D acc: (0.688)(0.750, 0.625)] [G loss: 1.051] [G acc: 0.078] 596 [D loss: (0.661)(R 0.652, F 0.669)] [D acc: (0.562)(0.500, 0.625)] [G loss: 0.983] [G acc: 0.141] 597 [D loss: (0.627)(R 0.608, F 0.647)] [D acc: (0.602)(0.562, 0.641)] [G loss: 0.973] [G acc: 0.156] 598 [D loss: (0.584)(R 0.529, F 0.639)] [D acc: (0.734)(0.766, 0.703)] [G loss: 0.990] [G acc: 0.141] 599 [D loss: (0.656)(R 0.607, F 0.705)] [D acc: (0.602)(0.625, 0.578)] [G loss: 1.008] [G acc: 0.156] 600 [D loss: (0.625)(R 0.563, F 0.686)] [D acc: (0.648)(0.656, 0.641)] [G loss: 0.957] [G acc: 0.172] 601 [D loss: (0.598)(R 0.553, F 0.643)] [D acc: (0.695)(0.672, 0.719)] [G loss: 0.959] [G acc: 0.172] 602 [D loss: (0.639)(R 0.621, F 0.657)] [D acc: (0.617)(0.562, 0.672)] [G loss: 1.003] [G acc: 0.125] 603 [D loss: (0.582)(R 0.559, F 0.605)] [D acc: (0.688)(0.656, 0.719)] [G loss: 0.995] [G acc: 0.219] 604 [D loss: (0.619)(R 0.556, F 0.681)] [D acc: (0.656)(0.641, 0.672)] [G loss: 0.955] [G acc: 0.203] 605 [D loss: (0.598)(R 0.543, F 0.652)] [D acc: (0.664)(0.672, 0.656)] [G loss: 1.043] [G acc: 0.109] 606 [D loss: (0.623)(R 0.623, F 0.624)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.039] [G acc: 0.078] 607 [D loss: (0.604)(R 0.525, F 0.684)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.010] [G acc: 0.109] 608 [D loss: (0.591)(R 0.588, F 0.594)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.042] [G acc: 0.109] 609 [D loss: (0.576)(R 0.562, F 0.590)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.073] [G acc: 0.172] 610 [D loss: (0.642)(R 0.598, F 0.687)] [D acc: (0.664)(0.703, 0.625)] [G loss: 1.023] [G acc: 0.109] 611 [D loss: (0.614)(R 0.591, F 0.637)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.142] [G acc: 0.094] 612 [D loss: (0.595)(R 0.605, F 0.585)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.038] [G acc: 0.125] 613 [D loss: (0.613)(R 0.606, F 0.620)] [D acc: (0.625)(0.609, 0.641)] [G loss: 1.064] [G acc: 0.094] 614 [D loss: (0.590)(R 0.584, F 0.596)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.010] [G acc: 0.156] 615 [D loss: (0.619)(R 0.599, F 0.638)] [D acc: (0.641)(0.609, 0.672)] [G loss: 0.979] [G acc: 0.125] 616 [D loss: (0.576)(R 0.511, F 0.640)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.012] [G acc: 0.141] 617 [D loss: (0.611)(R 0.582, F 0.641)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.041] [G acc: 0.141] 618 [D loss: (0.608)(R 0.598, F 0.618)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.064] [G acc: 0.078] 619 [D loss: (0.674)(R 0.685, F 0.662)] [D acc: (0.586)(0.484, 0.688)] [G loss: 0.997] [G acc: 0.062] 620 [D loss: (0.601)(R 0.615, F 0.587)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.025] [G acc: 0.156] 621 [D loss: (0.632)(R 0.599, F 0.665)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.064] [G acc: 0.109] 622 [D loss: (0.618)(R 0.650, F 0.586)] [D acc: (0.648)(0.516, 0.781)] [G loss: 1.002] [G acc: 0.141] 623 [D loss: (0.584)(R 0.506, F 0.661)] [D acc: (0.727)(0.734, 0.719)] [G loss: 0.964] [G acc: 0.219] 624 [D loss: (0.638)(R 0.588, F 0.688)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.027] [G acc: 0.109] 625 [D loss: (0.598)(R 0.599, F 0.598)] [D acc: (0.664)(0.531, 0.797)] [G loss: 1.043] [G acc: 0.109] 626 [D loss: (0.655)(R 0.632, F 0.677)] [D acc: (0.625)(0.609, 0.641)] [G loss: 1.039] [G acc: 0.141] 627 [D loss: (0.669)(R 0.681, F 0.656)] [D acc: (0.578)(0.516, 0.641)] [G loss: 1.038] [G acc: 0.125] 628 [D loss: (0.612)(R 0.580, F 0.643)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.034] [G acc: 0.078] 629 [D loss: (0.619)(R 0.640, F 0.598)] [D acc: (0.672)(0.594, 0.750)] [G loss: 0.954] [G acc: 0.188] 630 [D loss: (0.614)(R 0.524, F 0.704)] [D acc: (0.594)(0.672, 0.516)] [G loss: 1.017] [G acc: 0.109] 631 [D loss: (0.614)(R 0.549, F 0.680)] [D acc: (0.641)(0.641, 0.641)] [G loss: 1.027] [G acc: 0.156] 632 [D loss: (0.632)(R 0.622, F 0.641)] [D acc: (0.602)(0.547, 0.656)] [G loss: 0.933] [G acc: 0.172] 633 [D loss: (0.633)(R 0.640, F 0.626)] [D acc: (0.641)(0.578, 0.703)] [G loss: 0.995] [G acc: 0.172] 634 [D loss: (0.532)(R 0.557, F 0.507)] [D acc: (0.797)(0.719, 0.875)] [G loss: 0.978] [G acc: 0.234] 635 [D loss: (0.558)(R 0.520, F 0.595)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.000] [G acc: 0.203] 636 [D loss: (0.602)(R 0.585, F 0.620)] [D acc: (0.633)(0.609, 0.656)] [G loss: 0.980] [G acc: 0.250] 637 [D loss: (0.640)(R 0.543, F 0.737)] [D acc: (0.609)(0.625, 0.594)] [G loss: 1.007] [G acc: 0.109] 638 [D loss: (0.584)(R 0.532, F 0.637)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.044] [G acc: 0.188] 639 [D loss: (0.580)(R 0.549, F 0.610)] [D acc: (0.641)(0.656, 0.625)] [G loss: 1.029] [G acc: 0.141] 640 [D loss: (0.604)(R 0.523, F 0.685)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.068] [G acc: 0.141] 641 [D loss: (0.617)(R 0.530, F 0.703)] [D acc: (0.641)(0.656, 0.625)] [G loss: 1.070] [G acc: 0.125] 642 [D loss: (0.572)(R 0.559, F 0.584)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.094] [G acc: 0.172] 643 [D loss: (0.562)(R 0.571, F 0.554)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.103] [G acc: 0.062] 644 [D loss: (0.589)(R 0.457, F 0.721)] [D acc: (0.656)(0.734, 0.578)] [G loss: 1.028] [G acc: 0.172] 645 [D loss: (0.593)(R 0.608, F 0.579)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.021] [G acc: 0.203] 646 [D loss: (0.575)(R 0.525, F 0.624)] [D acc: (0.734)(0.766, 0.703)] [G loss: 1.082] [G acc: 0.156] 647 [D loss: (0.656)(R 0.625, F 0.686)] [D acc: (0.586)(0.547, 0.625)] [G loss: 1.033] [G acc: 0.188] 648 [D loss: (0.651)(R 0.659, F 0.643)] [D acc: (0.641)(0.547, 0.734)] [G loss: 1.077] [G acc: 0.109] 649 [D loss: (0.615)(R 0.566, F 0.664)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.058] [G acc: 0.047] 650 [D loss: (0.671)(R 0.637, F 0.704)] [D acc: (0.609)(0.594, 0.625)] [G loss: 1.005] [G acc: 0.047] 651 [D loss: (0.626)(R 0.642, F 0.611)] [D acc: (0.672)(0.594, 0.750)] [G loss: 0.951] [G acc: 0.203] 652 [D loss: (0.607)(R 0.599, F 0.615)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.031] [G acc: 0.078] 653 [D loss: (0.548)(R 0.484, F 0.611)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.023] [G acc: 0.109] 654 [D loss: (0.694)(R 0.649, F 0.739)] [D acc: (0.594)(0.516, 0.672)] [G loss: 1.002] [G acc: 0.125] 655 [D loss: (0.591)(R 0.515, F 0.666)] [D acc: (0.664)(0.672, 0.656)] [G loss: 1.050] [G acc: 0.094] 656 [D loss: (0.614)(R 0.647, F 0.581)] [D acc: (0.641)(0.531, 0.750)] [G loss: 1.003] [G acc: 0.141] 657 [D loss: (0.610)(R 0.591, F 0.630)] [D acc: (0.602)(0.547, 0.656)] [G loss: 0.973] [G acc: 0.219] 658 [D loss: (0.550)(R 0.506, F 0.593)] [D acc: (0.648)(0.656, 0.641)] [G loss: 1.009] [G acc: 0.109] 659 [D loss: (0.580)(R 0.491, F 0.669)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.066] [G acc: 0.109] 660 [D loss: (0.656)(R 0.640, F 0.672)] [D acc: (0.656)(0.625, 0.688)] [G loss: 1.081] [G acc: 0.078] 661 [D loss: (0.623)(R 0.578, F 0.669)] [D acc: (0.633)(0.625, 0.641)] [G loss: 1.111] [G acc: 0.125] 662 [D loss: (0.627)(R 0.628, F 0.625)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.027] [G acc: 0.094] 663 [D loss: (0.599)(R 0.644, F 0.554)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.048] [G acc: 0.125] 664 [D loss: (0.595)(R 0.581, F 0.610)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.087] [G acc: 0.109] 665 [D loss: (0.632)(R 0.566, F 0.699)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.026] [G acc: 0.109] 666 [D loss: (0.658)(R 0.660, F 0.656)] [D acc: (0.625)(0.578, 0.672)] [G loss: 1.013] [G acc: 0.141] 667 [D loss: (0.608)(R 0.606, F 0.610)] [D acc: (0.727)(0.688, 0.766)] [G loss: 0.984] [G acc: 0.203] 668 [D loss: (0.607)(R 0.597, F 0.616)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.083] [G acc: 0.109] 669 [D loss: (0.608)(R 0.627, F 0.589)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.010] [G acc: 0.219] 670 [D loss: (0.586)(R 0.561, F 0.611)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.008] [G acc: 0.141] 671 [D loss: (0.564)(R 0.524, F 0.605)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.088] [G acc: 0.109] 672 [D loss: (0.626)(R 0.647, F 0.605)] [D acc: (0.648)(0.531, 0.766)] [G loss: 0.986] [G acc: 0.141] 673 [D loss: (0.653)(R 0.603, F 0.704)] [D acc: (0.641)(0.656, 0.625)] [G loss: 1.079] [G acc: 0.109] 674 [D loss: (0.637)(R 0.572, F 0.703)] [D acc: (0.625)(0.688, 0.562)] [G loss: 1.098] [G acc: 0.125] 675 [D loss: (0.653)(R 0.716, F 0.589)] [D acc: (0.562)(0.469, 0.656)] [G loss: 1.038] [G acc: 0.078] 676 [D loss: (0.666)(R 0.647, F 0.684)] [D acc: (0.609)(0.531, 0.688)] [G loss: 1.039] [G acc: 0.156] 677 [D loss: (0.598)(R 0.577, F 0.620)] [D acc: (0.672)(0.609, 0.734)] [G loss: 0.993] [G acc: 0.141] 678 [D loss: (0.659)(R 0.583, F 0.736)] [D acc: (0.609)(0.594, 0.625)] [G loss: 1.034] [G acc: 0.094] 679 [D loss: (0.594)(R 0.545, F 0.643)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.013] [G acc: 0.078] 680 [D loss: (0.627)(R 0.610, F 0.643)] [D acc: (0.633)(0.625, 0.641)] [G loss: 0.991] [G acc: 0.203] 681 [D loss: (0.617)(R 0.624, F 0.610)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.023] [G acc: 0.094] 682 [D loss: (0.673)(R 0.592, F 0.754)] [D acc: (0.648)(0.641, 0.656)] [G loss: 1.005] [G acc: 0.141] 683 [D loss: (0.575)(R 0.597, F 0.553)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.017] [G acc: 0.094] 684 [D loss: (0.601)(R 0.645, F 0.557)] [D acc: (0.680)(0.562, 0.797)] [G loss: 0.968] [G acc: 0.156] 685 [D loss: (0.566)(R 0.491, F 0.641)] [D acc: (0.688)(0.719, 0.656)] [G loss: 0.943] [G acc: 0.188] 686 [D loss: (0.595)(R 0.522, F 0.669)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.051] [G acc: 0.125] 687 [D loss: (0.629)(R 0.604, F 0.655)] [D acc: (0.602)(0.594, 0.609)] [G loss: 0.979] [G acc: 0.141] 688 [D loss: (0.607)(R 0.578, F 0.635)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.045] [G acc: 0.078] 689 [D loss: (0.618)(R 0.624, F 0.612)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.005] [G acc: 0.125] 690 [D loss: (0.580)(R 0.561, F 0.599)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.021] [G acc: 0.172] 691 [D loss: (0.641)(R 0.531, F 0.751)] [D acc: (0.609)(0.703, 0.516)] [G loss: 1.026] [G acc: 0.094] 692 [D loss: (0.579)(R 0.545, F 0.612)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.049] [G acc: 0.109] 693 [D loss: (0.651)(R 0.615, F 0.688)] [D acc: (0.609)(0.547, 0.672)] [G loss: 1.058] [G acc: 0.141] 694 [D loss: (0.607)(R 0.576, F 0.638)] [D acc: (0.656)(0.625, 0.688)] [G loss: 1.032] [G acc: 0.094] 695 [D loss: (0.588)(R 0.578, F 0.599)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.082] [G acc: 0.109] 696 [D loss: (0.593)(R 0.561, F 0.625)] [D acc: (0.656)(0.672, 0.641)] [G loss: 1.059] [G acc: 0.062] 697 [D loss: (0.623)(R 0.537, F 0.709)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.061] [G acc: 0.047] 698 [D loss: (0.583)(R 0.558, F 0.608)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.029] [G acc: 0.125] 699 [D loss: (0.595)(R 0.549, F 0.641)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.086] [G acc: 0.109] 700 [D loss: (0.611)(R 0.593, F 0.629)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.019] [G acc: 0.156] 701 [D loss: (0.696)(R 0.684, F 0.707)] [D acc: (0.578)(0.547, 0.609)] [G loss: 1.018] [G acc: 0.094] 702 [D loss: (0.564)(R 0.523, F 0.604)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.044] [G acc: 0.047] 703 [D loss: (0.651)(R 0.581, F 0.721)] [D acc: (0.617)(0.656, 0.578)] [G loss: 0.984] [G acc: 0.109] 704 [D loss: (0.581)(R 0.582, F 0.580)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.058] [G acc: 0.109] 705 [D loss: (0.688)(R 0.652, F 0.723)] [D acc: (0.594)(0.562, 0.625)] [G loss: 0.978] [G acc: 0.125] 706 [D loss: (0.601)(R 0.598, F 0.605)] [D acc: (0.633)(0.609, 0.656)] [G loss: 0.970] [G acc: 0.234] 707 [D loss: (0.617)(R 0.596, F 0.637)] [D acc: (0.648)(0.641, 0.656)] [G loss: 0.954] [G acc: 0.234] 708 [D loss: (0.565)(R 0.570, F 0.561)] [D acc: (0.734)(0.672, 0.797)] [G loss: 0.969] [G acc: 0.234] 709 [D loss: (0.658)(R 0.644, F 0.672)] [D acc: (0.625)(0.578, 0.672)] [G loss: 1.083] [G acc: 0.078] 710 [D loss: (0.571)(R 0.523, F 0.618)] [D acc: (0.680)(0.703, 0.656)] [G loss: 1.013] [G acc: 0.141] 711 [D loss: (0.662)(R 0.639, F 0.685)] [D acc: (0.633)(0.609, 0.656)] [G loss: 1.026] [G acc: 0.125] 712 [D loss: (0.584)(R 0.599, F 0.568)] [D acc: (0.672)(0.562, 0.781)] [G loss: 0.988] [G acc: 0.125] 713 [D loss: (0.646)(R 0.630, F 0.662)] [D acc: (0.609)(0.578, 0.641)] [G loss: 1.057] [G acc: 0.141] 714 [D loss: (0.597)(R 0.631, F 0.563)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.028] [G acc: 0.141] 715 [D loss: (0.640)(R 0.576, F 0.703)] [D acc: (0.680)(0.719, 0.641)] [G loss: 0.965] [G acc: 0.234] 716 [D loss: (0.723)(R 0.567, F 0.879)] [D acc: (0.531)(0.547, 0.516)] [G loss: 1.012] [G acc: 0.109] 717 [D loss: (0.621)(R 0.650, F 0.592)] [D acc: (0.656)(0.562, 0.750)] [G loss: 0.982] [G acc: 0.125] 718 [D loss: (0.578)(R 0.580, F 0.575)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.060] [G acc: 0.078] 719 [D loss: (0.556)(R 0.543, F 0.570)] [D acc: (0.734)(0.672, 0.797)] [G loss: 0.934] [G acc: 0.219] 720 [D loss: (0.630)(R 0.651, F 0.609)] [D acc: (0.617)(0.531, 0.703)] [G loss: 1.004] [G acc: 0.203] 721 [D loss: (0.593)(R 0.566, F 0.620)] [D acc: (0.656)(0.609, 0.703)] [G loss: 0.989] [G acc: 0.141] 722 [D loss: (0.636)(R 0.605, F 0.667)] [D acc: (0.641)(0.625, 0.656)] [G loss: 1.033] [G acc: 0.188] 723 [D loss: (0.615)(R 0.599, F 0.631)] [D acc: (0.648)(0.609, 0.688)] [G loss: 1.016] [G acc: 0.141] 724 [D loss: (0.575)(R 0.621, F 0.528)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.058] [G acc: 0.125] 725 [D loss: (0.575)(R 0.497, F 0.652)] [D acc: (0.711)(0.750, 0.672)] [G loss: 1.027] [G acc: 0.141] 726 [D loss: (0.612)(R 0.563, F 0.662)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.113] [G acc: 0.109] 727 [D loss: (0.686)(R 0.713, F 0.658)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.082] [G acc: 0.094] 728 [D loss: (0.601)(R 0.623, F 0.578)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.005] [G acc: 0.109] 729 [D loss: (0.633)(R 0.672, F 0.595)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.047] [G acc: 0.094] 730 [D loss: (0.595)(R 0.569, F 0.621)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.028] [G acc: 0.141] 731 [D loss: (0.626)(R 0.608, F 0.643)] [D acc: (0.664)(0.609, 0.719)] [G loss: 0.956] [G acc: 0.156] 732 [D loss: (0.566)(R 0.581, F 0.550)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.100] [G acc: 0.094] 733 [D loss: (0.613)(R 0.575, F 0.650)] [D acc: (0.648)(0.656, 0.641)] [G loss: 0.997] [G acc: 0.188] 734 [D loss: (0.609)(R 0.543, F 0.676)] [D acc: (0.656)(0.688, 0.625)] [G loss: 1.067] [G acc: 0.156] 735 [D loss: (0.574)(R 0.588, F 0.560)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.001] [G acc: 0.156] 736 [D loss: (0.601)(R 0.523, F 0.679)] [D acc: (0.625)(0.641, 0.609)] [G loss: 1.018] [G acc: 0.156] 737 [D loss: (0.661)(R 0.606, F 0.717)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.019] [G acc: 0.125] 738 [D loss: (0.578)(R 0.563, F 0.592)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.059] [G acc: 0.125] 739 [D loss: (0.566)(R 0.520, F 0.612)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.022] [G acc: 0.141] 740 [D loss: (0.597)(R 0.566, F 0.628)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.076] [G acc: 0.172] 741 [D loss: (0.647)(R 0.570, F 0.725)] [D acc: (0.594)(0.594, 0.594)] [G loss: 0.983] [G acc: 0.156] 742 [D loss: (0.586)(R 0.576, F 0.595)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.075] [G acc: 0.109] 743 [D loss: (0.622)(R 0.536, F 0.708)] [D acc: (0.656)(0.672, 0.641)] [G loss: 1.065] [G acc: 0.078] 744 [D loss: (0.564)(R 0.526, F 0.601)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.029] [G acc: 0.125] 745 [D loss: (0.569)(R 0.569, F 0.568)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.021] [G acc: 0.125] 746 [D loss: (0.638)(R 0.606, F 0.669)] [D acc: (0.625)(0.562, 0.688)] [G loss: 1.061] [G acc: 0.141] 747 [D loss: (0.573)(R 0.614, F 0.532)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.060] [G acc: 0.125] 748 [D loss: (0.647)(R 0.542, F 0.753)] [D acc: (0.633)(0.688, 0.578)] [G loss: 1.128] [G acc: 0.062] 749 [D loss: (0.607)(R 0.553, F 0.662)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.046] [G acc: 0.203] 750 [D loss: (0.644)(R 0.583, F 0.705)] [D acc: (0.664)(0.641, 0.688)] [G loss: 1.122] [G acc: 0.094] 751 [D loss: (0.602)(R 0.657, F 0.547)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.031] [G acc: 0.172] 752 [D loss: (0.676)(R 0.660, F 0.693)] [D acc: (0.609)(0.547, 0.672)] [G loss: 0.996] [G acc: 0.203] 753 [D loss: (0.593)(R 0.573, F 0.612)] [D acc: (0.648)(0.656, 0.641)] [G loss: 1.000] [G acc: 0.172] 754 [D loss: (0.613)(R 0.593, F 0.632)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.039] [G acc: 0.188] 755 [D loss: (0.646)(R 0.582, F 0.710)] [D acc: (0.609)(0.656, 0.562)] [G loss: 1.107] [G acc: 0.109] 756 [D loss: (0.594)(R 0.537, F 0.652)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.043] [G acc: 0.109] 757 [D loss: (0.580)(R 0.568, F 0.591)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.056] [G acc: 0.141] 758 [D loss: (0.669)(R 0.677, F 0.661)] [D acc: (0.633)(0.547, 0.719)] [G loss: 1.106] [G acc: 0.094] 759 [D loss: (0.599)(R 0.582, F 0.615)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.016] [G acc: 0.156] 760 [D loss: (0.650)(R 0.738, F 0.562)] [D acc: (0.625)(0.406, 0.844)] [G loss: 0.997] [G acc: 0.156] 761 [D loss: (0.588)(R 0.588, F 0.588)] [D acc: (0.641)(0.547, 0.734)] [G loss: 0.978] [G acc: 0.156] 762 [D loss: (0.626)(R 0.584, F 0.668)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.106] [G acc: 0.109] 763 [D loss: (0.543)(R 0.516, F 0.570)] [D acc: (0.727)(0.688, 0.766)] [G loss: 0.998] [G acc: 0.219] 764 [D loss: (0.555)(R 0.485, F 0.624)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.028] [G acc: 0.109] 765 [D loss: (0.608)(R 0.586, F 0.630)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.055] [G acc: 0.125] 766 [D loss: (0.620)(R 0.574, F 0.666)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.042] [G acc: 0.109] 767 [D loss: (0.533)(R 0.492, F 0.574)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.118] [G acc: 0.062] 768 [D loss: (0.626)(R 0.503, F 0.750)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.142] [G acc: 0.062] 769 [D loss: (0.628)(R 0.661, F 0.595)] [D acc: (0.641)(0.547, 0.734)] [G loss: 1.129] [G acc: 0.125] 770 [D loss: (0.605)(R 0.643, F 0.566)] [D acc: (0.664)(0.516, 0.812)] [G loss: 1.040] [G acc: 0.094] 771 [D loss: (0.564)(R 0.499, F 0.629)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.110] [G acc: 0.125] 772 [D loss: (0.666)(R 0.595, F 0.737)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.073] [G acc: 0.047] 773 [D loss: (0.591)(R 0.572, F 0.609)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.093] [G acc: 0.094] 774 [D loss: (0.611)(R 0.645, F 0.577)] [D acc: (0.641)(0.531, 0.750)] [G loss: 1.080] [G acc: 0.062] 775 [D loss: (0.546)(R 0.526, F 0.567)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.127] [G acc: 0.125] 776 [D loss: (0.570)(R 0.586, F 0.554)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.106] [G acc: 0.156] 777 [D loss: (0.550)(R 0.489, F 0.610)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.111] [G acc: 0.094] 778 [D loss: (0.643)(R 0.586, F 0.700)] [D acc: (0.594)(0.609, 0.578)] [G loss: 1.068] [G acc: 0.203] 779 [D loss: (0.579)(R 0.571, F 0.586)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.076] [G acc: 0.156] 780 [D loss: (0.632)(R 0.554, F 0.710)] [D acc: (0.633)(0.672, 0.594)] [G loss: 1.148] [G acc: 0.094] 781 [D loss: (0.620)(R 0.617, F 0.623)] [D acc: (0.648)(0.609, 0.688)] [G loss: 0.979] [G acc: 0.141] 782 [D loss: (0.530)(R 0.475, F 0.586)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.132] [G acc: 0.109] 783 [D loss: (0.727)(R 0.647, F 0.806)] [D acc: (0.578)(0.562, 0.594)] [G loss: 1.092] [G acc: 0.094] 784 [D loss: (0.620)(R 0.670, F 0.570)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.117] [G acc: 0.109] 785 [D loss: (0.581)(R 0.608, F 0.553)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.042] [G acc: 0.141] 786 [D loss: (0.604)(R 0.540, F 0.667)] [D acc: (0.641)(0.656, 0.625)] [G loss: 1.082] [G acc: 0.109] 787 [D loss: (0.623)(R 0.656, F 0.589)] [D acc: (0.641)(0.562, 0.719)] [G loss: 0.983] [G acc: 0.156] 788 [D loss: (0.619)(R 0.575, F 0.662)] [D acc: (0.625)(0.578, 0.672)] [G loss: 1.046] [G acc: 0.125] 789 [D loss: (0.610)(R 0.606, F 0.615)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.070] [G acc: 0.078] 790 [D loss: (0.619)(R 0.614, F 0.625)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.027] [G acc: 0.172] 791 [D loss: (0.602)(R 0.532, F 0.672)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.068] [G acc: 0.141] 792 [D loss: (0.607)(R 0.645, F 0.569)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.033] [G acc: 0.078] 793 [D loss: (0.625)(R 0.689, F 0.561)] [D acc: (0.633)(0.516, 0.750)] [G loss: 1.102] [G acc: 0.078] 794 [D loss: (0.567)(R 0.533, F 0.601)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.008] [G acc: 0.125] 795 [D loss: (0.581)(R 0.567, F 0.595)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.062] [G acc: 0.156] 796 [D loss: (0.630)(R 0.528, F 0.732)] [D acc: (0.625)(0.656, 0.594)] [G loss: 1.032] [G acc: 0.109] 797 [D loss: (0.538)(R 0.558, F 0.519)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.124] [G acc: 0.156] 798 [D loss: (0.593)(R 0.545, F 0.641)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.015] [G acc: 0.156] 799 [D loss: (0.680)(R 0.654, F 0.705)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.000] [G acc: 0.141] 800 [D loss: (0.589)(R 0.600, F 0.578)] [D acc: (0.750)(0.672, 0.828)] [G loss: 0.996] [G acc: 0.109] 801 [D loss: (0.613)(R 0.531, F 0.695)] [D acc: (0.641)(0.672, 0.609)] [G loss: 1.096] [G acc: 0.141] 802 [D loss: (0.591)(R 0.530, F 0.652)] [D acc: (0.680)(0.672, 0.688)] [G loss: 0.999] [G acc: 0.172] 803 [D loss: (0.583)(R 0.590, F 0.577)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.067] [G acc: 0.125] 804 [D loss: (0.634)(R 0.626, F 0.642)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.070] [G acc: 0.109] 805 [D loss: (0.663)(R 0.689, F 0.637)] [D acc: (0.578)(0.484, 0.672)] [G loss: 1.062] [G acc: 0.094] 806 [D loss: (0.605)(R 0.669, F 0.542)] [D acc: (0.641)(0.469, 0.812)] [G loss: 1.025] [G acc: 0.219] 807 [D loss: (0.627)(R 0.656, F 0.598)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.011] [G acc: 0.156] 808 [D loss: (0.618)(R 0.661, F 0.576)] [D acc: (0.703)(0.625, 0.781)] [G loss: 0.989] [G acc: 0.203] 809 [D loss: (0.686)(R 0.644, F 0.727)] [D acc: (0.641)(0.578, 0.703)] [G loss: 0.994] [G acc: 0.156] 810 [D loss: (0.603)(R 0.628, F 0.578)] [D acc: (0.688)(0.578, 0.797)] [G loss: 0.982] [G acc: 0.141] 811 [D loss: (0.615)(R 0.495, F 0.734)] [D acc: (0.680)(0.719, 0.641)] [G loss: 0.986] [G acc: 0.156] 812 [D loss: (0.612)(R 0.605, F 0.620)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.003] [G acc: 0.078] 813 [D loss: (0.622)(R 0.597, F 0.647)] [D acc: (0.633)(0.531, 0.734)] [G loss: 0.985] [G acc: 0.172] 814 [D loss: (0.636)(R 0.664, F 0.607)] [D acc: (0.641)(0.547, 0.734)] [G loss: 1.003] [G acc: 0.094] 815 [D loss: (0.611)(R 0.545, F 0.676)] [D acc: (0.734)(0.750, 0.719)] [G loss: 0.964] [G acc: 0.188] 816 [D loss: (0.604)(R 0.576, F 0.632)] [D acc: (0.680)(0.641, 0.719)] [G loss: 0.998] [G acc: 0.125] 817 [D loss: (0.620)(R 0.644, F 0.595)] [D acc: (0.586)(0.484, 0.688)] [G loss: 1.002] [G acc: 0.141] 818 [D loss: (0.622)(R 0.676, F 0.567)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.032] [G acc: 0.094] 819 [D loss: (0.583)(R 0.595, F 0.571)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.026] [G acc: 0.172] 820 [D loss: (0.653)(R 0.629, F 0.676)] [D acc: (0.594)(0.531, 0.656)] [G loss: 0.987] [G acc: 0.156] 821 [D loss: (0.600)(R 0.466, F 0.733)] [D acc: (0.680)(0.781, 0.578)] [G loss: 1.086] [G acc: 0.078] 822 [D loss: (0.593)(R 0.591, F 0.595)] [D acc: (0.648)(0.547, 0.750)] [G loss: 0.979] [G acc: 0.109] 823 [D loss: (0.599)(R 0.673, F 0.525)] [D acc: (0.734)(0.562, 0.906)] [G loss: 1.010] [G acc: 0.188] 824 [D loss: (0.587)(R 0.498, F 0.675)] [D acc: (0.672)(0.719, 0.625)] [G loss: 1.123] [G acc: 0.109] 825 [D loss: (0.627)(R 0.614, F 0.640)] [D acc: (0.602)(0.516, 0.688)] [G loss: 1.022] [G acc: 0.172] 826 [D loss: (0.600)(R 0.548, F 0.652)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.038] [G acc: 0.172] 827 [D loss: (0.546)(R 0.509, F 0.583)] [D acc: (0.727)(0.688, 0.766)] [G loss: 0.962] [G acc: 0.188] 828 [D loss: (0.573)(R 0.482, F 0.664)] [D acc: (0.664)(0.688, 0.641)] [G loss: 1.019] [G acc: 0.188] 829 [D loss: (0.600)(R 0.544, F 0.656)] [D acc: (0.672)(0.703, 0.641)] [G loss: 1.039] [G acc: 0.141] 830 [D loss: (0.622)(R 0.581, F 0.662)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.081] [G acc: 0.094] 831 [D loss: (0.621)(R 0.627, F 0.615)] [D acc: (0.633)(0.547, 0.719)] [G loss: 1.073] [G acc: 0.094] 832 [D loss: (0.573)(R 0.591, F 0.555)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.083] [G acc: 0.062] 833 [D loss: (0.604)(R 0.542, F 0.665)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.056] [G acc: 0.141] 834 [D loss: (0.657)(R 0.666, F 0.648)] [D acc: (0.648)(0.578, 0.719)] [G loss: 1.083] [G acc: 0.047] 835 [D loss: (0.608)(R 0.568, F 0.648)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.062] [G acc: 0.109] 836 [D loss: (0.615)(R 0.661, F 0.569)] [D acc: (0.641)(0.531, 0.750)] [G loss: 1.083] [G acc: 0.078] 837 [D loss: (0.586)(R 0.569, F 0.603)] [D acc: (0.656)(0.656, 0.656)] [G loss: 1.096] [G acc: 0.141] 838 [D loss: (0.639)(R 0.559, F 0.720)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.124] [G acc: 0.062] 839 [D loss: (0.616)(R 0.591, F 0.641)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.058] [G acc: 0.094] 840 [D loss: (0.565)(R 0.539, F 0.590)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.054] [G acc: 0.141] 841 [D loss: (0.626)(R 0.614, F 0.637)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.098] [G acc: 0.109] 842 [D loss: (0.564)(R 0.550, F 0.578)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.039] [G acc: 0.141] 843 [D loss: (0.647)(R 0.620, F 0.674)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.038] [G acc: 0.141] 844 [D loss: (0.615)(R 0.557, F 0.673)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.074] [G acc: 0.141] 845 [D loss: (0.627)(R 0.605, F 0.649)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.109] [G acc: 0.109] 846 [D loss: (0.565)(R 0.591, F 0.539)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.040] [G acc: 0.203] 847 [D loss: (0.599)(R 0.620, F 0.578)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.008] [G acc: 0.125] 848 [D loss: (0.589)(R 0.507, F 0.672)] [D acc: (0.672)(0.703, 0.641)] [G loss: 1.031] [G acc: 0.172] 849 [D loss: (0.616)(R 0.559, F 0.674)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.074] [G acc: 0.203] 850 [D loss: (0.635)(R 0.656, F 0.615)] [D acc: (0.609)(0.516, 0.703)] [G loss: 0.994] [G acc: 0.219] 851 [D loss: (0.657)(R 0.607, F 0.707)] [D acc: (0.625)(0.609, 0.641)] [G loss: 1.101] [G acc: 0.078] 852 [D loss: (0.652)(R 0.672, F 0.631)] [D acc: (0.602)(0.516, 0.688)] [G loss: 1.019] [G acc: 0.141] 853 [D loss: (0.613)(R 0.687, F 0.539)] [D acc: (0.656)(0.516, 0.797)] [G loss: 1.000] [G acc: 0.141] 854 [D loss: (0.600)(R 0.585, F 0.614)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.096] [G acc: 0.062] 855 [D loss: (0.622)(R 0.546, F 0.698)] [D acc: (0.641)(0.641, 0.641)] [G loss: 1.085] [G acc: 0.125] 856 [D loss: (0.563)(R 0.590, F 0.535)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.087] [G acc: 0.109] 857 [D loss: (0.586)(R 0.468, F 0.704)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.153] [G acc: 0.078] 858 [D loss: (0.608)(R 0.609, F 0.607)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.111] [G acc: 0.141] 859 [D loss: (0.632)(R 0.670, F 0.594)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.031] [G acc: 0.141] 860 [D loss: (0.621)(R 0.577, F 0.665)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.080] [G acc: 0.094] 861 [D loss: (0.596)(R 0.521, F 0.671)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.076] [G acc: 0.062] 862 [D loss: (0.574)(R 0.551, F 0.597)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.036] [G acc: 0.219] 863 [D loss: (0.602)(R 0.606, F 0.598)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.137] [G acc: 0.125] 864 [D loss: (0.594)(R 0.641, F 0.547)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.060] [G acc: 0.141] 865 [D loss: (0.646)(R 0.584, F 0.708)] [D acc: (0.625)(0.656, 0.594)] [G loss: 1.085] [G acc: 0.141] 866 [D loss: (0.566)(R 0.567, F 0.565)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.045] [G acc: 0.156] 867 [D loss: (0.589)(R 0.559, F 0.619)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.129] [G acc: 0.125] 868 [D loss: (0.648)(R 0.644, F 0.652)] [D acc: (0.594)(0.484, 0.703)] [G loss: 1.025] [G acc: 0.203] 869 [D loss: (0.581)(R 0.580, F 0.582)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.135] [G acc: 0.078] 870 [D loss: (0.578)(R 0.533, F 0.623)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.107] [G acc: 0.062] 871 [D loss: (0.605)(R 0.568, F 0.642)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.141] [G acc: 0.047] 872 [D loss: (0.626)(R 0.623, F 0.629)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.115] [G acc: 0.062] 873 [D loss: (0.551)(R 0.507, F 0.595)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.136] [G acc: 0.094] 874 [D loss: (0.605)(R 0.596, F 0.613)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.127] [G acc: 0.031] 875 [D loss: (0.591)(R 0.621, F 0.560)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.069] [G acc: 0.125] 876 [D loss: (0.566)(R 0.548, F 0.583)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.135] [G acc: 0.094] 877 [D loss: (0.601)(R 0.584, F 0.619)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.021] [G acc: 0.156] 878 [D loss: (0.639)(R 0.593, F 0.685)] [D acc: (0.641)(0.562, 0.719)] [G loss: 1.159] [G acc: 0.094] 879 [D loss: (0.569)(R 0.660, F 0.478)] [D acc: (0.727)(0.547, 0.906)] [G loss: 0.997] [G acc: 0.172] 880 [D loss: (0.678)(R 0.610, F 0.746)] [D acc: (0.609)(0.594, 0.625)] [G loss: 1.054] [G acc: 0.062] 881 [D loss: (0.602)(R 0.647, F 0.557)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.056] [G acc: 0.109] 882 [D loss: (0.590)(R 0.517, F 0.662)] [D acc: (0.656)(0.719, 0.594)] [G loss: 1.090] [G acc: 0.078] 883 [D loss: (0.571)(R 0.524, F 0.618)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.124] [G acc: 0.094] 884 [D loss: (0.544)(R 0.495, F 0.593)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.094] [G acc: 0.094] 885 [D loss: (0.603)(R 0.558, F 0.648)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.105] [G acc: 0.125] 886 [D loss: (0.599)(R 0.584, F 0.613)] [D acc: (0.609)(0.562, 0.656)] [G loss: 1.075] [G acc: 0.125] 887 [D loss: (0.538)(R 0.520, F 0.556)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.111] [G acc: 0.125] 888 [D loss: (0.687)(R 0.632, F 0.742)] [D acc: (0.594)(0.562, 0.625)] [G loss: 1.035] [G acc: 0.109] 889 [D loss: (0.620)(R 0.684, F 0.555)] [D acc: (0.648)(0.562, 0.734)] [G loss: 0.976] [G acc: 0.234] 890 [D loss: (0.607)(R 0.647, F 0.566)] [D acc: (0.625)(0.500, 0.750)] [G loss: 1.023] [G acc: 0.203] 891 [D loss: (0.574)(R 0.499, F 0.649)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.068] [G acc: 0.094] 892 [D loss: (0.620)(R 0.576, F 0.664)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.000] [G acc: 0.234] 893 [D loss: (0.612)(R 0.574, F 0.651)] [D acc: (0.617)(0.609, 0.625)] [G loss: 0.995] [G acc: 0.188] 894 [D loss: (0.619)(R 0.568, F 0.669)] [D acc: (0.617)(0.578, 0.656)] [G loss: 1.075] [G acc: 0.141] 895 [D loss: (0.558)(R 0.547, F 0.569)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.019] [G acc: 0.250] 896 [D loss: (0.595)(R 0.552, F 0.638)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.023] [G acc: 0.172] 897 [D loss: (0.601)(R 0.559, F 0.643)] [D acc: (0.625)(0.578, 0.672)] [G loss: 1.082] [G acc: 0.109] 898 [D loss: (0.572)(R 0.605, F 0.538)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.140] [G acc: 0.094] 899 [D loss: (0.567)(R 0.512, F 0.623)] [D acc: (0.773)(0.797, 0.750)] [G loss: 1.215] [G acc: 0.062] 900 [D loss: (0.642)(R 0.584, F 0.699)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.126] [G acc: 0.062] 901 [D loss: (0.574)(R 0.593, F 0.556)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.140] [G acc: 0.094] 902 [D loss: (0.616)(R 0.540, F 0.692)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.173] [G acc: 0.109] 903 [D loss: (0.595)(R 0.662, F 0.528)] [D acc: (0.656)(0.484, 0.828)] [G loss: 1.113] [G acc: 0.188] 904 [D loss: (0.595)(R 0.570, F 0.621)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.040] [G acc: 0.219] 905 [D loss: (0.636)(R 0.578, F 0.695)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.105] [G acc: 0.062] 906 [D loss: (0.596)(R 0.579, F 0.612)] [D acc: (0.625)(0.562, 0.688)] [G loss: 1.004] [G acc: 0.125] 907 [D loss: (0.640)(R 0.582, F 0.698)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.170] [G acc: 0.109] 908 [D loss: (0.649)(R 0.731, F 0.568)] [D acc: (0.609)(0.422, 0.797)] [G loss: 1.005] [G acc: 0.156] 909 [D loss: (0.598)(R 0.616, F 0.580)] [D acc: (0.703)(0.625, 0.781)] [G loss: 0.996] [G acc: 0.156] 910 [D loss: (0.580)(R 0.562, F 0.598)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.037] [G acc: 0.250] 911 [D loss: (0.577)(R 0.556, F 0.598)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.136] [G acc: 0.078] 912 [D loss: (0.584)(R 0.473, F 0.695)] [D acc: (0.656)(0.688, 0.625)] [G loss: 1.099] [G acc: 0.125] 913 [D loss: (0.636)(R 0.643, F 0.629)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.105] [G acc: 0.078] 914 [D loss: (0.631)(R 0.532, F 0.730)] [D acc: (0.648)(0.578, 0.719)] [G loss: 1.094] [G acc: 0.172] 915 [D loss: (0.626)(R 0.663, F 0.588)] [D acc: (0.641)(0.500, 0.781)] [G loss: 1.187] [G acc: 0.047] 916 [D loss: (0.626)(R 0.673, F 0.579)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.141] [G acc: 0.109] 917 [D loss: (0.597)(R 0.597, F 0.598)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.043] [G acc: 0.188] 918 [D loss: (0.640)(R 0.534, F 0.746)] [D acc: (0.656)(0.656, 0.656)] [G loss: 1.059] [G acc: 0.141] 919 [D loss: (0.587)(R 0.639, F 0.534)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.128] [G acc: 0.109] 920 [D loss: (0.561)(R 0.616, F 0.506)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.076] [G acc: 0.188] 921 [D loss: (0.633)(R 0.534, F 0.732)] [D acc: (0.641)(0.656, 0.625)] [G loss: 1.172] [G acc: 0.062] 922 [D loss: (0.652)(R 0.693, F 0.612)] [D acc: (0.586)(0.484, 0.688)] [G loss: 1.063] [G acc: 0.125] 923 [D loss: (0.618)(R 0.610, F 0.626)] [D acc: (0.625)(0.594, 0.656)] [G loss: 1.041] [G acc: 0.172] 924 [D loss: (0.596)(R 0.615, F 0.578)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.081] [G acc: 0.203] 925 [D loss: (0.634)(R 0.621, F 0.647)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.049] [G acc: 0.172] 926 [D loss: (0.596)(R 0.593, F 0.599)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.171] [G acc: 0.109] 927 [D loss: (0.590)(R 0.605, F 0.575)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.073] [G acc: 0.125] 928 [D loss: (0.568)(R 0.621, F 0.515)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.147] [G acc: 0.156] 929 [D loss: (0.543)(R 0.523, F 0.563)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.162] [G acc: 0.109] 930 [D loss: (0.586)(R 0.527, F 0.644)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.086] [G acc: 0.141] 931 [D loss: (0.574)(R 0.528, F 0.619)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.179] [G acc: 0.078] 932 [D loss: (0.646)(R 0.674, F 0.618)] [D acc: (0.609)(0.531, 0.688)] [G loss: 1.237] [G acc: 0.094] 933 [D loss: (0.578)(R 0.580, F 0.575)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.216] [G acc: 0.062] 934 [D loss: (0.505)(R 0.559, F 0.452)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.347] [G acc: 0.031] 935 [D loss: (0.571)(R 0.474, F 0.668)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.158] [G acc: 0.078] 936 [D loss: (0.561)(R 0.572, F 0.551)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.197] [G acc: 0.078] 937 [D loss: (0.581)(R 0.553, F 0.608)] [D acc: (0.633)(0.594, 0.672)] [G loss: 1.194] [G acc: 0.062] 938 [D loss: (0.563)(R 0.547, F 0.580)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.144] [G acc: 0.141] 939 [D loss: (0.563)(R 0.520, F 0.606)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.238] [G acc: 0.094] 940 [D loss: (0.607)(R 0.593, F 0.621)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.090] [G acc: 0.094] 941 [D loss: (0.640)(R 0.585, F 0.694)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.029] [G acc: 0.188] 942 [D loss: (0.570)(R 0.535, F 0.604)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.197] [G acc: 0.094] 943 [D loss: (0.550)(R 0.492, F 0.608)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.272] [G acc: 0.094] 944 [D loss: (0.550)(R 0.557, F 0.543)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.257] [G acc: 0.078] 945 [D loss: (0.551)(R 0.520, F 0.583)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.069] [G acc: 0.234] 946 [D loss: (0.601)(R 0.601, F 0.601)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.247] [G acc: 0.078] 947 [D loss: (0.607)(R 0.650, F 0.565)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.206] [G acc: 0.109] 948 [D loss: (0.611)(R 0.573, F 0.648)] [D acc: (0.672)(0.703, 0.641)] [G loss: 1.158] [G acc: 0.078] 949 [D loss: (0.659)(R 0.613, F 0.705)] [D acc: (0.617)(0.609, 0.625)] [G loss: 1.089] [G acc: 0.125] 950 [D loss: (0.535)(R 0.595, F 0.475)] [D acc: (0.789)(0.672, 0.906)] [G loss: 1.174] [G acc: 0.125] 951 [D loss: (0.541)(R 0.545, F 0.538)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.099] [G acc: 0.125] 952 [D loss: (0.511)(R 0.473, F 0.550)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.113] [G acc: 0.141] 953 [D loss: (0.595)(R 0.534, F 0.656)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.010] [G acc: 0.219] 954 [D loss: (0.500)(R 0.446, F 0.554)] [D acc: (0.742)(0.781, 0.703)] [G loss: 1.094] [G acc: 0.219] 955 [D loss: (0.635)(R 0.609, F 0.660)] [D acc: (0.633)(0.594, 0.672)] [G loss: 1.139] [G acc: 0.156] 956 [D loss: (0.592)(R 0.585, F 0.599)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.166] [G acc: 0.094] 957 [D loss: (0.557)(R 0.557, F 0.558)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.174] [G acc: 0.125] 958 [D loss: (0.620)(R 0.536, F 0.705)] [D acc: (0.641)(0.656, 0.625)] [G loss: 1.113] [G acc: 0.172] 959 [D loss: (0.536)(R 0.411, F 0.661)] [D acc: (0.750)(0.797, 0.703)] [G loss: 1.208] [G acc: 0.078] 960 [D loss: (0.542)(R 0.489, F 0.594)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.195] [G acc: 0.109] 961 [D loss: (0.571)(R 0.571, F 0.570)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.275] [G acc: 0.062] 962 [D loss: (0.551)(R 0.607, F 0.495)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.123] [G acc: 0.125] 963 [D loss: (0.670)(R 0.633, F 0.707)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.156] [G acc: 0.172] 964 [D loss: (0.566)(R 0.566, F 0.565)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.238] [G acc: 0.047] 965 [D loss: (0.581)(R 0.629, F 0.532)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.105] [G acc: 0.172] 966 [D loss: (0.591)(R 0.561, F 0.621)] [D acc: (0.648)(0.641, 0.656)] [G loss: 1.146] [G acc: 0.141] 967 [D loss: (0.466)(R 0.445, F 0.486)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.190] [G acc: 0.172] 968 [D loss: (0.604)(R 0.518, F 0.690)] [D acc: (0.648)(0.656, 0.641)] [G loss: 1.196] [G acc: 0.109] 969 [D loss: (0.627)(R 0.658, F 0.597)] [D acc: (0.664)(0.516, 0.812)] [G loss: 1.147] [G acc: 0.141] 970 [D loss: (0.588)(R 0.596, F 0.580)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.097] [G acc: 0.125] 971 [D loss: (0.543)(R 0.506, F 0.580)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.054] [G acc: 0.172] 972 [D loss: (0.649)(R 0.584, F 0.714)] [D acc: (0.641)(0.672, 0.609)] [G loss: 1.185] [G acc: 0.078] 973 [D loss: (0.578)(R 0.633, F 0.523)] [D acc: (0.672)(0.531, 0.812)] [G loss: 1.116] [G acc: 0.094] 974 [D loss: (0.505)(R 0.485, F 0.525)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.194] [G acc: 0.125] 975 [D loss: (0.594)(R 0.530, F 0.657)] [D acc: (0.641)(0.672, 0.609)] [G loss: 1.166] [G acc: 0.047] 976 [D loss: (0.599)(R 0.572, F 0.627)] [D acc: (0.656)(0.656, 0.656)] [G loss: 1.099] [G acc: 0.188] 977 [D loss: (0.629)(R 0.640, F 0.617)] [D acc: (0.633)(0.562, 0.703)] [G loss: 1.233] [G acc: 0.062] 978 [D loss: (0.587)(R 0.621, F 0.554)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.155] [G acc: 0.094] 979 [D loss: (0.610)(R 0.605, F 0.614)] [D acc: (0.641)(0.562, 0.719)] [G loss: 1.081] [G acc: 0.188] 980 [D loss: (0.663)(R 0.592, F 0.733)] [D acc: (0.617)(0.609, 0.625)] [G loss: 1.156] [G acc: 0.062] 981 [D loss: (0.559)(R 0.635, F 0.484)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.107] [G acc: 0.094] 982 [D loss: (0.581)(R 0.548, F 0.614)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.065] [G acc: 0.141] 983 [D loss: (0.595)(R 0.596, F 0.593)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.135] [G acc: 0.141] 984 [D loss: (0.583)(R 0.584, F 0.582)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.064] [G acc: 0.156] 985 [D loss: (0.550)(R 0.564, F 0.536)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.181] [G acc: 0.062] 986 [D loss: (0.610)(R 0.580, F 0.639)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.141] [G acc: 0.078] 987 [D loss: (0.586)(R 0.557, F 0.614)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.096] [G acc: 0.062] 988 [D loss: (0.600)(R 0.565, F 0.636)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.176] [G acc: 0.078] 989 [D loss: (0.542)(R 0.612, F 0.472)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.204] [G acc: 0.109] 990 [D loss: (0.595)(R 0.518, F 0.673)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.208] [G acc: 0.125] 991 [D loss: (0.566)(R 0.613, F 0.519)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.145] [G acc: 0.125] 992 [D loss: (0.666)(R 0.646, F 0.685)] [D acc: (0.625)(0.578, 0.672)] [G loss: 1.099] [G acc: 0.141] 993 [D loss: (0.638)(R 0.656, F 0.621)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.116] [G acc: 0.141] 994 [D loss: (0.617)(R 0.569, F 0.665)] [D acc: (0.609)(0.609, 0.609)] [G loss: 1.207] [G acc: 0.078] 995 [D loss: (0.646)(R 0.657, F 0.636)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.182] [G acc: 0.078] 996 [D loss: (0.624)(R 0.703, F 0.545)] [D acc: (0.648)(0.516, 0.781)] [G loss: 1.094] [G acc: 0.047] 997 [D loss: (0.573)(R 0.502, F 0.645)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.194] [G acc: 0.047] 998 [D loss: (0.651)(R 0.680, F 0.621)] [D acc: (0.648)(0.531, 0.766)] [G loss: 1.217] [G acc: 0.047] 999 [D loss: (0.600)(R 0.665, F 0.536)] [D acc: (0.633)(0.500, 0.766)] [G loss: 1.104] [G acc: 0.094] 1000 [D loss: (0.565)(R 0.502, F 0.628)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.094] [G acc: 0.156] 1001 [D loss: (0.627)(R 0.584, F 0.670)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.028] [G acc: 0.156] 1002 [D loss: (0.552)(R 0.565, F 0.540)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.118] [G acc: 0.094] 1003 [D loss: (0.620)(R 0.623, F 0.616)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.136] [G acc: 0.109] 1004 [D loss: (0.533)(R 0.553, F 0.512)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.082] [G acc: 0.141] 1005 [D loss: (0.580)(R 0.466, F 0.695)] [D acc: (0.695)(0.719, 0.672)] [G loss: 1.088] [G acc: 0.109] 1006 [D loss: (0.623)(R 0.651, F 0.596)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.064] [G acc: 0.062] 1007 [D loss: (0.637)(R 0.681, F 0.592)] [D acc: (0.594)(0.500, 0.688)] [G loss: 1.104] [G acc: 0.125] 1008 [D loss: (0.560)(R 0.522, F 0.599)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.124] [G acc: 0.125] 1009 [D loss: (0.539)(R 0.520, F 0.557)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.078] [G acc: 0.156] 1010 [D loss: (0.630)(R 0.547, F 0.713)] [D acc: (0.672)(0.719, 0.625)] [G loss: 1.096] [G acc: 0.078] 1011 [D loss: (0.555)(R 0.602, F 0.509)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.199] [G acc: 0.109] 1012 [D loss: (0.574)(R 0.497, F 0.652)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.122] [G acc: 0.172] 1013 [D loss: (0.574)(R 0.560, F 0.589)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.191] [G acc: 0.078] 1014 [D loss: (0.636)(R 0.635, F 0.637)] [D acc: (0.617)(0.547, 0.688)] [G loss: 1.182] [G acc: 0.094] 1015 [D loss: (0.618)(R 0.613, F 0.622)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.099] [G acc: 0.141] 1016 [D loss: (0.547)(R 0.564, F 0.530)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.095] [G acc: 0.094] 1017 [D loss: (0.530)(R 0.517, F 0.543)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.228] [G acc: 0.094] 1018 [D loss: (0.618)(R 0.626, F 0.611)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.122] [G acc: 0.156] 1019 [D loss: (0.505)(R 0.507, F 0.503)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.167] [G acc: 0.109] 1020 [D loss: (0.537)(R 0.495, F 0.579)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.147] [G acc: 0.219] 1021 [D loss: (0.632)(R 0.596, F 0.668)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.155] [G acc: 0.141] 1022 [D loss: (0.593)(R 0.586, F 0.599)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.055] [G acc: 0.125] 1023 [D loss: (0.638)(R 0.567, F 0.708)] [D acc: (0.555)(0.578, 0.531)] [G loss: 1.067] [G acc: 0.125] 1024 [D loss: (0.550)(R 0.594, F 0.505)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.210] [G acc: 0.156] 1025 [D loss: (0.554)(R 0.575, F 0.533)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.204] [G acc: 0.141] 1026 [D loss: (0.677)(R 0.619, F 0.735)] [D acc: (0.594)(0.609, 0.578)] [G loss: 1.108] [G acc: 0.125] 1027 [D loss: (0.585)(R 0.602, F 0.568)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.149] [G acc: 0.109] 1028 [D loss: (0.566)(R 0.597, F 0.535)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.184] [G acc: 0.172] 1029 [D loss: (0.573)(R 0.639, F 0.506)] [D acc: (0.656)(0.469, 0.844)] [G loss: 1.132] [G acc: 0.172] 1030 [D loss: (0.534)(R 0.464, F 0.604)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.155] [G acc: 0.109] 1031 [D loss: (0.545)(R 0.560, F 0.531)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.165] [G acc: 0.172] 1032 [D loss: (0.640)(R 0.566, F 0.715)] [D acc: (0.648)(0.625, 0.672)] [G loss: 1.179] [G acc: 0.094] 1033 [D loss: (0.577)(R 0.596, F 0.558)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.120] [G acc: 0.094] 1034 [D loss: (0.603)(R 0.563, F 0.643)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.213] [G acc: 0.047] 1035 [D loss: (0.556)(R 0.558, F 0.554)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.175] [G acc: 0.125] 1036 [D loss: (0.601)(R 0.537, F 0.664)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.285] [G acc: 0.016] 1037 [D loss: (0.631)(R 0.591, F 0.672)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.100] [G acc: 0.094] 1038 [D loss: (0.612)(R 0.609, F 0.615)] [D acc: (0.617)(0.578, 0.656)] [G loss: 1.050] [G acc: 0.125] 1039 [D loss: (0.588)(R 0.618, F 0.558)] [D acc: (0.648)(0.531, 0.766)] [G loss: 1.092] [G acc: 0.094] 1040 [D loss: (0.579)(R 0.600, F 0.559)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.109] [G acc: 0.125] 1041 [D loss: (0.547)(R 0.469, F 0.625)] [D acc: (0.750)(0.797, 0.703)] [G loss: 1.246] [G acc: 0.172] 1042 [D loss: (0.696)(R 0.699, F 0.693)] [D acc: (0.617)(0.578, 0.656)] [G loss: 1.071] [G acc: 0.188] 1043 [D loss: (0.585)(R 0.577, F 0.593)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.111] [G acc: 0.141] 1044 [D loss: (0.551)(R 0.515, F 0.587)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.143] [G acc: 0.172] 1045 [D loss: (0.548)(R 0.492, F 0.604)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.173] [G acc: 0.062] 1046 [D loss: (0.590)(R 0.568, F 0.613)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.177] [G acc: 0.078] 1047 [D loss: (0.542)(R 0.609, F 0.475)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.215] [G acc: 0.094] 1048 [D loss: (0.528)(R 0.537, F 0.518)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.156] [G acc: 0.141] 1049 [D loss: (0.604)(R 0.620, F 0.588)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.171] [G acc: 0.094] 1050 [D loss: (0.585)(R 0.543, F 0.627)] [D acc: (0.633)(0.562, 0.703)] [G loss: 1.140] [G acc: 0.156] 1051 [D loss: (0.593)(R 0.642, F 0.545)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.137] [G acc: 0.125] 1052 [D loss: (0.565)(R 0.576, F 0.554)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.151] [G acc: 0.125] 1053 [D loss: (0.639)(R 0.612, F 0.665)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.132] [G acc: 0.109] 1054 [D loss: (0.547)(R 0.576, F 0.517)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.296] [G acc: 0.062] 1055 [D loss: (0.649)(R 0.607, F 0.690)] [D acc: (0.625)(0.578, 0.672)] [G loss: 1.120] [G acc: 0.109] 1056 [D loss: (0.602)(R 0.677, F 0.527)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.203] [G acc: 0.125] 1057 [D loss: (0.582)(R 0.627, F 0.537)] [D acc: (0.648)(0.531, 0.766)] [G loss: 1.192] [G acc: 0.062] 1058 [D loss: (0.587)(R 0.568, F 0.607)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.277] [G acc: 0.078] 1059 [D loss: (0.588)(R 0.546, F 0.631)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.203] [G acc: 0.078] 1060 [D loss: (0.466)(R 0.436, F 0.496)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.178] [G acc: 0.125] 1061 [D loss: (0.584)(R 0.522, F 0.646)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.326] [G acc: 0.094] 1062 [D loss: (0.550)(R 0.585, F 0.516)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.199] [G acc: 0.062] 1063 [D loss: (0.645)(R 0.562, F 0.728)] [D acc: (0.617)(0.609, 0.625)] [G loss: 1.113] [G acc: 0.094] 1064 [D loss: (0.553)(R 0.577, F 0.530)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.201] [G acc: 0.109] 1065 [D loss: (0.525)(R 0.470, F 0.580)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.223] [G acc: 0.125] 1066 [D loss: (0.590)(R 0.595, F 0.585)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.146] [G acc: 0.188] 1067 [D loss: (0.576)(R 0.575, F 0.578)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.180] [G acc: 0.078] 1068 [D loss: (0.595)(R 0.615, F 0.575)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.158] [G acc: 0.156] 1069 [D loss: (0.666)(R 0.569, F 0.763)] [D acc: (0.625)(0.672, 0.578)] [G loss: 1.153] [G acc: 0.094] 1070 [D loss: (0.561)(R 0.556, F 0.566)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.130] [G acc: 0.125] 1071 [D loss: (0.581)(R 0.567, F 0.594)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.303] [G acc: 0.109] 1072 [D loss: (0.544)(R 0.524, F 0.564)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.114] [G acc: 0.172] 1073 [D loss: (0.576)(R 0.520, F 0.632)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.098] [G acc: 0.172] 1074 [D loss: (0.480)(R 0.507, F 0.453)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.139] [G acc: 0.109] 1075 [D loss: (0.538)(R 0.452, F 0.625)] [D acc: (0.727)(0.766, 0.688)] [G loss: 1.245] [G acc: 0.109] 1076 [D loss: (0.592)(R 0.566, F 0.619)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.269] [G acc: 0.109] 1077 [D loss: (0.516)(R 0.472, F 0.560)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.301] [G acc: 0.062] 1078 [D loss: (0.608)(R 0.595, F 0.620)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.272] [G acc: 0.203] 1079 [D loss: (0.588)(R 0.595, F 0.581)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.219] [G acc: 0.172] 1080 [D loss: (0.589)(R 0.564, F 0.614)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.222] [G acc: 0.172] 1081 [D loss: (0.547)(R 0.583, F 0.511)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.225] [G acc: 0.141] 1082 [D loss: (0.557)(R 0.544, F 0.570)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.352] [G acc: 0.078] 1083 [D loss: (0.581)(R 0.589, F 0.572)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.134] [G acc: 0.141] 1084 [D loss: (0.554)(R 0.505, F 0.604)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.235] [G acc: 0.125] 1085 [D loss: (0.607)(R 0.535, F 0.679)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.220] [G acc: 0.109] 1086 [D loss: (0.613)(R 0.519, F 0.708)] [D acc: (0.680)(0.688, 0.672)] [G loss: 1.296] [G acc: 0.078] 1087 [D loss: (0.544)(R 0.616, F 0.472)] [D acc: (0.750)(0.594, 0.906)] [G loss: 1.182] [G acc: 0.062] 1088 [D loss: (0.526)(R 0.530, F 0.522)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.069] [G acc: 0.234] 1089 [D loss: (0.509)(R 0.437, F 0.581)] [D acc: (0.750)(0.797, 0.703)] [G loss: 1.186] [G acc: 0.141] 1090 [D loss: (0.606)(R 0.667, F 0.545)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.123] [G acc: 0.141] 1091 [D loss: (0.581)(R 0.545, F 0.618)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.242] [G acc: 0.125] 1092 [D loss: (0.530)(R 0.538, F 0.521)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.277] [G acc: 0.109] 1093 [D loss: (0.602)(R 0.557, F 0.646)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.217] [G acc: 0.172] 1094 [D loss: (0.563)(R 0.540, F 0.586)] [D acc: (0.695)(0.719, 0.672)] [G loss: 1.248] [G acc: 0.125] 1095 [D loss: (0.591)(R 0.578, F 0.605)] [D acc: (0.641)(0.625, 0.656)] [G loss: 1.209] [G acc: 0.109] 1096 [D loss: (0.574)(R 0.630, F 0.519)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.222] [G acc: 0.094] 1097 [D loss: (0.580)(R 0.584, F 0.576)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.160] [G acc: 0.172] 1098 [D loss: (0.563)(R 0.576, F 0.550)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.186] [G acc: 0.094] 1099 [D loss: (0.504)(R 0.466, F 0.542)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.271] [G acc: 0.109] 1100 [D loss: (0.556)(R 0.614, F 0.498)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.276] [G acc: 0.078] 1101 [D loss: (0.624)(R 0.599, F 0.650)] [D acc: (0.648)(0.609, 0.688)] [G loss: 1.196] [G acc: 0.109] 1102 [D loss: (0.579)(R 0.575, F 0.583)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.241] [G acc: 0.125] 1103 [D loss: (0.560)(R 0.559, F 0.561)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.143] [G acc: 0.156] 1104 [D loss: (0.580)(R 0.574, F 0.586)] [D acc: (0.648)(0.625, 0.672)] [G loss: 1.260] [G acc: 0.062] 1105 [D loss: (0.498)(R 0.473, F 0.523)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.285] [G acc: 0.141] 1106 [D loss: (0.566)(R 0.604, F 0.528)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.191] [G acc: 0.109] 1107 [D loss: (0.539)(R 0.483, F 0.595)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.211] [G acc: 0.156] 1108 [D loss: (0.616)(R 0.660, F 0.571)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.039] [G acc: 0.234] 1109 [D loss: (0.569)(R 0.561, F 0.578)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.027] [G acc: 0.172] 1110 [D loss: (0.589)(R 0.602, F 0.576)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.131] [G acc: 0.172] 1111 [D loss: (0.551)(R 0.541, F 0.561)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.189] [G acc: 0.094] 1112 [D loss: (0.646)(R 0.643, F 0.649)] [D acc: (0.570)(0.500, 0.641)] [G loss: 1.132] [G acc: 0.109] 1113 [D loss: (0.651)(R 0.719, F 0.584)] [D acc: (0.625)(0.500, 0.750)] [G loss: 1.047] [G acc: 0.188] 1114 [D loss: (0.509)(R 0.513, F 0.505)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.104] [G acc: 0.156] 1115 [D loss: (0.603)(R 0.553, F 0.654)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.175] [G acc: 0.125] 1116 [D loss: (0.535)(R 0.539, F 0.531)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.099] [G acc: 0.234] 1117 [D loss: (0.632)(R 0.625, F 0.639)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.104] [G acc: 0.172] 1118 [D loss: (0.542)(R 0.475, F 0.608)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.076] [G acc: 0.156] 1119 [D loss: (0.570)(R 0.529, F 0.612)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.194] [G acc: 0.109] 1120 [D loss: (0.601)(R 0.566, F 0.637)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.183] [G acc: 0.125] 1121 [D loss: (0.629)(R 0.653, F 0.604)] [D acc: (0.633)(0.531, 0.734)] [G loss: 1.256] [G acc: 0.031] 1122 [D loss: (0.569)(R 0.626, F 0.512)] [D acc: (0.711)(0.531, 0.891)] [G loss: 1.141] [G acc: 0.141] 1123 [D loss: (0.524)(R 0.543, F 0.506)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.117] [G acc: 0.141] 1124 [D loss: (0.695)(R 0.585, F 0.805)] [D acc: (0.609)(0.594, 0.625)] [G loss: 1.161] [G acc: 0.062] 1125 [D loss: (0.562)(R 0.653, F 0.472)] [D acc: (0.719)(0.516, 0.922)] [G loss: 1.130] [G acc: 0.125] 1126 [D loss: (0.541)(R 0.586, F 0.495)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.056] [G acc: 0.172] 1127 [D loss: (0.590)(R 0.541, F 0.638)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.082] [G acc: 0.141] 1128 [D loss: (0.584)(R 0.570, F 0.597)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.268] [G acc: 0.047] 1129 [D loss: (0.582)(R 0.599, F 0.564)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.135] [G acc: 0.094] 1130 [D loss: (0.569)(R 0.587, F 0.550)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.177] [G acc: 0.078] 1131 [D loss: (0.567)(R 0.455, F 0.678)] [D acc: (0.797)(0.812, 0.781)] [G loss: 1.271] [G acc: 0.062] 1132 [D loss: (0.558)(R 0.569, F 0.548)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.219] [G acc: 0.109] 1133 [D loss: (0.524)(R 0.483, F 0.564)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.223] [G acc: 0.109] 1134 [D loss: (0.562)(R 0.506, F 0.617)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.198] [G acc: 0.125] 1135 [D loss: (0.567)(R 0.557, F 0.578)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.059] [G acc: 0.219] 1136 [D loss: (0.596)(R 0.514, F 0.679)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.230] [G acc: 0.094] 1137 [D loss: (0.599)(R 0.624, F 0.573)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.146] [G acc: 0.156] 1138 [D loss: (0.584)(R 0.607, F 0.561)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.056] [G acc: 0.125] 1139 [D loss: (0.507)(R 0.472, F 0.542)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.179] [G acc: 0.125] 1140 [D loss: (0.558)(R 0.487, F 0.629)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.168] [G acc: 0.141] 1141 [D loss: (0.618)(R 0.634, F 0.602)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.247] [G acc: 0.047] 1142 [D loss: (0.632)(R 0.707, F 0.557)] [D acc: (0.633)(0.484, 0.781)] [G loss: 1.149] [G acc: 0.141] 1143 [D loss: (0.576)(R 0.546, F 0.607)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.161] [G acc: 0.062] 1144 [D loss: (0.557)(R 0.602, F 0.512)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.181] [G acc: 0.062] 1145 [D loss: (0.565)(R 0.544, F 0.587)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.257] [G acc: 0.062] 1146 [D loss: (0.529)(R 0.585, F 0.472)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.174] [G acc: 0.109] 1147 [D loss: (0.525)(R 0.515, F 0.535)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.168] [G acc: 0.125] 1148 [D loss: (0.587)(R 0.573, F 0.602)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.180] [G acc: 0.125] 1149 [D loss: (0.539)(R 0.474, F 0.605)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.326] [G acc: 0.062] 1150 [D loss: (0.628)(R 0.650, F 0.606)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.326] [G acc: 0.062] 1151 [D loss: (0.586)(R 0.647, F 0.524)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.243] [G acc: 0.109] 1152 [D loss: (0.560)(R 0.570, F 0.550)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.219] [G acc: 0.062] 1153 [D loss: (0.600)(R 0.614, F 0.586)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.208] [G acc: 0.125] 1154 [D loss: (0.589)(R 0.662, F 0.515)] [D acc: (0.703)(0.516, 0.891)] [G loss: 1.214] [G acc: 0.109] 1155 [D loss: (0.567)(R 0.462, F 0.672)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.222] [G acc: 0.016] 1156 [D loss: (0.627)(R 0.631, F 0.622)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.231] [G acc: 0.094] 1157 [D loss: (0.615)(R 0.653, F 0.576)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.161] [G acc: 0.047] 1158 [D loss: (0.519)(R 0.518, F 0.521)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.181] [G acc: 0.125] 1159 [D loss: (0.631)(R 0.689, F 0.574)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.059] [G acc: 0.172] 1160 [D loss: (0.554)(R 0.543, F 0.565)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.190] [G acc: 0.109] 1161 [D loss: (0.546)(R 0.532, F 0.560)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.199] [G acc: 0.078] 1162 [D loss: (0.537)(R 0.455, F 0.618)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.260] [G acc: 0.062] 1163 [D loss: (0.580)(R 0.594, F 0.566)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.181] [G acc: 0.125] 1164 [D loss: (0.583)(R 0.602, F 0.564)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.209] [G acc: 0.078] 1165 [D loss: (0.521)(R 0.495, F 0.548)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.281] [G acc: 0.078] 1166 [D loss: (0.552)(R 0.561, F 0.542)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.172] [G acc: 0.141] 1167 [D loss: (0.554)(R 0.479, F 0.630)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.180] [G acc: 0.062] 1168 [D loss: (0.599)(R 0.592, F 0.606)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.162] [G acc: 0.109] 1169 [D loss: (0.584)(R 0.589, F 0.579)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.146] [G acc: 0.094] 1170 [D loss: (0.572)(R 0.609, F 0.535)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.279] [G acc: 0.078] 1171 [D loss: (0.528)(R 0.525, F 0.530)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.205] [G acc: 0.109] 1172 [D loss: (0.571)(R 0.529, F 0.613)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.205] [G acc: 0.125] 1173 [D loss: (0.570)(R 0.599, F 0.542)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.173] [G acc: 0.109] 1174 [D loss: (0.646)(R 0.636, F 0.656)] [D acc: (0.633)(0.594, 0.672)] [G loss: 1.228] [G acc: 0.109] 1175 [D loss: (0.469)(R 0.486, F 0.451)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.250] [G acc: 0.109] 1176 [D loss: (0.717)(R 0.639, F 0.795)] [D acc: (0.609)(0.594, 0.625)] [G loss: 1.083] [G acc: 0.125] 1177 [D loss: (0.546)(R 0.519, F 0.573)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.187] [G acc: 0.125] 1178 [D loss: (0.569)(R 0.534, F 0.604)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.112] [G acc: 0.188] 1179 [D loss: (0.602)(R 0.669, F 0.534)] [D acc: (0.648)(0.500, 0.797)] [G loss: 1.171] [G acc: 0.078] 1180 [D loss: (0.553)(R 0.585, F 0.521)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.145] [G acc: 0.094] 1181 [D loss: (0.615)(R 0.656, F 0.574)] [D acc: (0.641)(0.469, 0.812)] [G loss: 1.187] [G acc: 0.078] 1182 [D loss: (0.577)(R 0.644, F 0.510)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.192] [G acc: 0.094] 1183 [D loss: (0.507)(R 0.439, F 0.575)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.229] [G acc: 0.078] 1184 [D loss: (0.591)(R 0.524, F 0.657)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.294] [G acc: 0.094] 1185 [D loss: (0.614)(R 0.608, F 0.621)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.184] [G acc: 0.094] 1186 [D loss: (0.523)(R 0.492, F 0.555)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.233] [G acc: 0.109] 1187 [D loss: (0.569)(R 0.539, F 0.598)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.171] [G acc: 0.094] 1188 [D loss: (0.517)(R 0.501, F 0.533)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.157] [G acc: 0.141] 1189 [D loss: (0.524)(R 0.500, F 0.548)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.288] [G acc: 0.047] 1190 [D loss: (0.587)(R 0.477, F 0.696)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.231] [G acc: 0.094] 1191 [D loss: (0.460)(R 0.506, F 0.414)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.211] [G acc: 0.141] 1192 [D loss: (0.623)(R 0.545, F 0.702)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.317] [G acc: 0.141] 1193 [D loss: (0.589)(R 0.536, F 0.643)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.283] [G acc: 0.094] 1194 [D loss: (0.548)(R 0.516, F 0.581)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.303] [G acc: 0.078] 1195 [D loss: (0.576)(R 0.563, F 0.590)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.260] [G acc: 0.078] 1196 [D loss: (0.527)(R 0.619, F 0.435)] [D acc: (0.734)(0.531, 0.938)] [G loss: 1.300] [G acc: 0.078] 1197 [D loss: (0.560)(R 0.480, F 0.641)] [D acc: (0.680)(0.703, 0.656)] [G loss: 1.324] [G acc: 0.047] 1198 [D loss: (0.578)(R 0.645, F 0.511)] [D acc: (0.664)(0.516, 0.812)] [G loss: 1.243] [G acc: 0.094] 1199 [D loss: (0.587)(R 0.657, F 0.517)] [D acc: (0.664)(0.484, 0.844)] [G loss: 1.257] [G acc: 0.125] 1200 [D loss: (0.686)(R 0.677, F 0.696)] [D acc: (0.609)(0.516, 0.703)] [G loss: 1.209] [G acc: 0.078] 1201 [D loss: (0.566)(R 0.643, F 0.489)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.208] [G acc: 0.094] 1202 [D loss: (0.514)(R 0.556, F 0.471)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.104] [G acc: 0.156] 1203 [D loss: (0.601)(R 0.491, F 0.711)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.242] [G acc: 0.062] 1204 [D loss: (0.544)(R 0.605, F 0.483)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.239] [G acc: 0.094] 1205 [D loss: (0.541)(R 0.518, F 0.565)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.162] [G acc: 0.172] 1206 [D loss: (0.567)(R 0.548, F 0.586)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.170] [G acc: 0.109] 1207 [D loss: (0.553)(R 0.550, F 0.556)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.205] [G acc: 0.125] 1208 [D loss: (0.539)(R 0.476, F 0.603)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.193] [G acc: 0.062] 1209 [D loss: (0.610)(R 0.590, F 0.629)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.277] [G acc: 0.094] 1210 [D loss: (0.675)(R 0.714, F 0.636)] [D acc: (0.625)(0.500, 0.750)] [G loss: 1.222] [G acc: 0.109] 1211 [D loss: (0.537)(R 0.596, F 0.478)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.246] [G acc: 0.062] 1212 [D loss: (0.545)(R 0.519, F 0.571)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.153] [G acc: 0.141] 1213 [D loss: (0.590)(R 0.601, F 0.579)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.172] [G acc: 0.125] 1214 [D loss: (0.524)(R 0.570, F 0.477)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.305] [G acc: 0.109] 1215 [D loss: (0.585)(R 0.545, F 0.626)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.188] [G acc: 0.078] 1216 [D loss: (0.576)(R 0.553, F 0.600)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.249] [G acc: 0.125] 1217 [D loss: (0.614)(R 0.687, F 0.540)] [D acc: (0.656)(0.516, 0.797)] [G loss: 1.108] [G acc: 0.125] 1218 [D loss: (0.638)(R 0.616, F 0.659)] [D acc: (0.625)(0.594, 0.656)] [G loss: 1.201] [G acc: 0.125] 1219 [D loss: (0.561)(R 0.576, F 0.547)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.225] [G acc: 0.078] 1220 [D loss: (0.630)(R 0.629, F 0.632)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.181] [G acc: 0.109] 1221 [D loss: (0.599)(R 0.618, F 0.581)] [D acc: (0.648)(0.547, 0.750)] [G loss: 1.159] [G acc: 0.125] 1222 [D loss: (0.589)(R 0.614, F 0.564)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.146] [G acc: 0.094] 1223 [D loss: (0.573)(R 0.608, F 0.537)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.211] [G acc: 0.078] 1224 [D loss: (0.516)(R 0.552, F 0.480)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.055] [G acc: 0.234] 1225 [D loss: (0.587)(R 0.519, F 0.655)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.162] [G acc: 0.172] 1226 [D loss: (0.659)(R 0.682, F 0.635)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.025] [G acc: 0.172] 1227 [D loss: (0.624)(R 0.659, F 0.590)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.139] [G acc: 0.125] 1228 [D loss: (0.559)(R 0.562, F 0.555)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.131] [G acc: 0.125] 1229 [D loss: (0.621)(R 0.546, F 0.695)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.178] [G acc: 0.078] 1230 [D loss: (0.567)(R 0.538, F 0.596)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.196] [G acc: 0.047] 1231 [D loss: (0.603)(R 0.622, F 0.585)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.165] [G acc: 0.109] 1232 [D loss: (0.574)(R 0.534, F 0.614)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.134] [G acc: 0.141] 1233 [D loss: (0.567)(R 0.578, F 0.556)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.219] [G acc: 0.016] 1234 [D loss: (0.635)(R 0.652, F 0.618)] [D acc: (0.633)(0.547, 0.719)] [G loss: 1.188] [G acc: 0.016] 1235 [D loss: (0.523)(R 0.520, F 0.526)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.158] [G acc: 0.078] 1236 [D loss: (0.579)(R 0.531, F 0.626)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.287] [G acc: 0.109] 1237 [D loss: (0.546)(R 0.493, F 0.600)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.250] [G acc: 0.125] 1238 [D loss: (0.663)(R 0.652, F 0.674)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.214] [G acc: 0.109] 1239 [D loss: (0.567)(R 0.624, F 0.509)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.188] [G acc: 0.047] 1240 [D loss: (0.559)(R 0.558, F 0.560)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.354] [G acc: 0.047] 1241 [D loss: (0.632)(R 0.574, F 0.690)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.240] [G acc: 0.078] 1242 [D loss: (0.489)(R 0.494, F 0.484)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.295] [G acc: 0.031] 1243 [D loss: (0.639)(R 0.603, F 0.674)] [D acc: (0.617)(0.609, 0.625)] [G loss: 1.289] [G acc: 0.031] 1244 [D loss: (0.565)(R 0.621, F 0.508)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.159] [G acc: 0.125] 1245 [D loss: (0.541)(R 0.539, F 0.542)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.083] [G acc: 0.125] 1246 [D loss: (0.639)(R 0.450, F 0.827)] [D acc: (0.680)(0.750, 0.609)] [G loss: 1.221] [G acc: 0.141] 1247 [D loss: (0.603)(R 0.681, F 0.526)] [D acc: (0.664)(0.516, 0.812)] [G loss: 1.093] [G acc: 0.172] 1248 [D loss: (0.570)(R 0.569, F 0.571)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.204] [G acc: 0.062] 1249 [D loss: (0.488)(R 0.477, F 0.499)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.215] [G acc: 0.094] 1250 [D loss: (0.542)(R 0.544, F 0.540)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.196] [G acc: 0.125] 1251 [D loss: (0.523)(R 0.531, F 0.516)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.318] [G acc: 0.078] 1252 [D loss: (0.567)(R 0.575, F 0.558)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.268] [G acc: 0.141] 1253 [D loss: (0.554)(R 0.570, F 0.537)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.252] [G acc: 0.094] 1254 [D loss: (0.533)(R 0.534, F 0.532)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.191] [G acc: 0.109] 1255 [D loss: (0.527)(R 0.519, F 0.535)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.194] [G acc: 0.109] 1256 [D loss: (0.590)(R 0.631, F 0.549)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.266] [G acc: 0.094] 1257 [D loss: (0.595)(R 0.564, F 0.625)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.160] [G acc: 0.094] 1258 [D loss: (0.548)(R 0.462, F 0.634)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.258] [G acc: 0.109] 1259 [D loss: (0.520)(R 0.501, F 0.539)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.388] [G acc: 0.062] 1260 [D loss: (0.561)(R 0.568, F 0.554)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.278] [G acc: 0.016] 1261 [D loss: (0.479)(R 0.464, F 0.495)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.300] [G acc: 0.094] 1262 [D loss: (0.572)(R 0.575, F 0.569)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.296] [G acc: 0.094] 1263 [D loss: (0.608)(R 0.691, F 0.524)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.258] [G acc: 0.125] 1264 [D loss: (0.565)(R 0.556, F 0.573)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.304] [G acc: 0.109] 1265 [D loss: (0.539)(R 0.511, F 0.566)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.194] [G acc: 0.188] 1266 [D loss: (0.598)(R 0.613, F 0.584)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.311] [G acc: 0.031] 1267 [D loss: (0.499)(R 0.516, F 0.483)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.268] [G acc: 0.062] 1268 [D loss: (0.517)(R 0.456, F 0.578)] [D acc: (0.719)(0.750, 0.688)] [G loss: 1.340] [G acc: 0.078] 1269 [D loss: (0.539)(R 0.577, F 0.501)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.350] [G acc: 0.094] 1270 [D loss: (0.537)(R 0.508, F 0.565)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.374] [G acc: 0.078] 1271 [D loss: (0.580)(R 0.528, F 0.632)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.479] [G acc: 0.062] 1272 [D loss: (0.587)(R 0.618, F 0.556)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.258] [G acc: 0.203] 1273 [D loss: (0.498)(R 0.473, F 0.523)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.353] [G acc: 0.125] 1274 [D loss: (0.482)(R 0.468, F 0.496)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.392] [G acc: 0.078] 1275 [D loss: (0.543)(R 0.523, F 0.564)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.279] [G acc: 0.109] 1276 [D loss: (0.487)(R 0.493, F 0.482)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.306] [G acc: 0.109] 1277 [D loss: (0.641)(R 0.593, F 0.690)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.460] [G acc: 0.062] 1278 [D loss: (0.624)(R 0.707, F 0.542)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.276] [G acc: 0.062] 1279 [D loss: (0.535)(R 0.537, F 0.533)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.333] [G acc: 0.078] 1280 [D loss: (0.576)(R 0.636, F 0.517)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.354] [G acc: 0.062] 1281 [D loss: (0.526)(R 0.521, F 0.532)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.268] [G acc: 0.156] 1282 [D loss: (0.569)(R 0.681, F 0.458)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.187] [G acc: 0.156] 1283 [D loss: (0.566)(R 0.604, F 0.529)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.152] [G acc: 0.141] 1284 [D loss: (0.549)(R 0.515, F 0.583)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.203] [G acc: 0.141] 1285 [D loss: (0.556)(R 0.554, F 0.558)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.237] [G acc: 0.094] 1286 [D loss: (0.629)(R 0.485, F 0.773)] [D acc: (0.680)(0.703, 0.656)] [G loss: 1.243] [G acc: 0.062] 1287 [D loss: (0.533)(R 0.574, F 0.492)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.215] [G acc: 0.078] 1288 [D loss: (0.684)(R 0.700, F 0.668)] [D acc: (0.594)(0.469, 0.719)] [G loss: 1.140] [G acc: 0.109] 1289 [D loss: (0.596)(R 0.665, F 0.527)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.123] [G acc: 0.141] 1290 [D loss: (0.539)(R 0.479, F 0.599)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.141] [G acc: 0.188] 1291 [D loss: (0.594)(R 0.529, F 0.659)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.250] [G acc: 0.094] 1292 [D loss: (0.583)(R 0.594, F 0.572)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.145] [G acc: 0.141] 1293 [D loss: (0.568)(R 0.678, F 0.458)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.236] [G acc: 0.078] 1294 [D loss: (0.602)(R 0.497, F 0.707)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.184] [G acc: 0.094] 1295 [D loss: (0.635)(R 0.736, F 0.533)] [D acc: (0.617)(0.469, 0.766)] [G loss: 1.171] [G acc: 0.109] 1296 [D loss: (0.572)(R 0.574, F 0.570)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.170] [G acc: 0.109] 1297 [D loss: (0.564)(R 0.547, F 0.581)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.225] [G acc: 0.109] 1298 [D loss: (0.563)(R 0.563, F 0.563)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.345] [G acc: 0.047] 1299 [D loss: (0.554)(R 0.585, F 0.524)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.280] [G acc: 0.062] 1300 [D loss: (0.533)(R 0.481, F 0.585)] [D acc: (0.711)(0.734, 0.688)] [G loss: 1.229] [G acc: 0.094] 1301 [D loss: (0.524)(R 0.565, F 0.484)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.229] [G acc: 0.156] 1302 [D loss: (0.604)(R 0.619, F 0.589)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.147] [G acc: 0.156] 1303 [D loss: (0.539)(R 0.568, F 0.510)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.059] [G acc: 0.219] 1304 [D loss: (0.661)(R 0.562, F 0.761)] [D acc: (0.648)(0.641, 0.656)] [G loss: 1.299] [G acc: 0.109] 1305 [D loss: (0.603)(R 0.664, F 0.541)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.214] [G acc: 0.078] 1306 [D loss: (0.511)(R 0.514, F 0.508)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.254] [G acc: 0.141] 1307 [D loss: (0.579)(R 0.478, F 0.680)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.269] [G acc: 0.109] 1308 [D loss: (0.576)(R 0.638, F 0.514)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.258] [G acc: 0.094] 1309 [D loss: (0.554)(R 0.597, F 0.511)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.208] [G acc: 0.109] 1310 [D loss: (0.491)(R 0.448, F 0.534)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.261] [G acc: 0.078] 1311 [D loss: (0.465)(R 0.429, F 0.502)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.432] [G acc: 0.062] 1312 [D loss: (0.596)(R 0.555, F 0.637)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.334] [G acc: 0.125] 1313 [D loss: (0.573)(R 0.592, F 0.555)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.217] [G acc: 0.062] 1314 [D loss: (0.538)(R 0.577, F 0.500)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.324] [G acc: 0.062] 1315 [D loss: (0.480)(R 0.489, F 0.470)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.337] [G acc: 0.109] 1316 [D loss: (0.496)(R 0.525, F 0.468)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.269] [G acc: 0.125] 1317 [D loss: (0.709)(R 0.571, F 0.847)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.238] [G acc: 0.078] 1318 [D loss: (0.514)(R 0.546, F 0.482)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.213] [G acc: 0.141] 1319 [D loss: (0.553)(R 0.527, F 0.578)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.149] [G acc: 0.172] 1320 [D loss: (0.732)(R 0.539, F 0.924)] [D acc: (0.617)(0.641, 0.594)] [G loss: 1.233] [G acc: 0.094] 1321 [D loss: (0.536)(R 0.567, F 0.505)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.173] [G acc: 0.125] 1322 [D loss: (0.587)(R 0.541, F 0.633)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.311] [G acc: 0.062] 1323 [D loss: (0.497)(R 0.478, F 0.516)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.195] [G acc: 0.188] 1324 [D loss: (0.533)(R 0.464, F 0.601)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.308] [G acc: 0.141] 1325 [D loss: (0.623)(R 0.568, F 0.677)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.290] [G acc: 0.125] 1326 [D loss: (0.623)(R 0.681, F 0.566)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.214] [G acc: 0.125] 1327 [D loss: (0.559)(R 0.599, F 0.519)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.282] [G acc: 0.078] 1328 [D loss: (0.552)(R 0.559, F 0.545)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.301] [G acc: 0.109] 1329 [D loss: (0.491)(R 0.505, F 0.477)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.412] [G acc: 0.062] 1330 [D loss: (0.515)(R 0.551, F 0.480)] [D acc: (0.789)(0.672, 0.906)] [G loss: 1.360] [G acc: 0.078] 1331 [D loss: (0.503)(R 0.401, F 0.605)] [D acc: (0.719)(0.797, 0.641)] [G loss: 1.352] [G acc: 0.109] 1332 [D loss: (0.555)(R 0.634, F 0.476)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.206] [G acc: 0.141] 1333 [D loss: (0.585)(R 0.542, F 0.627)] [D acc: (0.648)(0.672, 0.625)] [G loss: 1.400] [G acc: 0.062] 1334 [D loss: (0.537)(R 0.554, F 0.519)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.369] [G acc: 0.062] 1335 [D loss: (0.575)(R 0.589, F 0.562)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.226] [G acc: 0.172] 1336 [D loss: (0.555)(R 0.480, F 0.629)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.311] [G acc: 0.141] 1337 [D loss: (0.592)(R 0.701, F 0.483)] [D acc: (0.695)(0.547, 0.844)] [G loss: 1.208] [G acc: 0.094] 1338 [D loss: (0.574)(R 0.459, F 0.688)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.185] [G acc: 0.172] 1339 [D loss: (0.541)(R 0.535, F 0.547)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.211] [G acc: 0.156] 1340 [D loss: (0.577)(R 0.557, F 0.597)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.264] [G acc: 0.094] 1341 [D loss: (0.568)(R 0.621, F 0.515)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.221] [G acc: 0.188] 1342 [D loss: (0.565)(R 0.525, F 0.606)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.375] [G acc: 0.047] 1343 [D loss: (0.504)(R 0.506, F 0.503)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.319] [G acc: 0.078] 1344 [D loss: (0.587)(R 0.582, F 0.593)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.253] [G acc: 0.047] 1345 [D loss: (0.610)(R 0.692, F 0.527)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.193] [G acc: 0.125] 1346 [D loss: (0.555)(R 0.487, F 0.624)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.180] [G acc: 0.188] 1347 [D loss: (0.618)(R 0.586, F 0.650)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.235] [G acc: 0.109] 1348 [D loss: (0.558)(R 0.573, F 0.543)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.253] [G acc: 0.109] 1349 [D loss: (0.579)(R 0.634, F 0.525)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.202] [G acc: 0.062] 1350 [D loss: (0.466)(R 0.504, F 0.428)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.383] [G acc: 0.109] 1351 [D loss: (0.547)(R 0.565, F 0.528)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.269] [G acc: 0.141] 1352 [D loss: (0.498)(R 0.505, F 0.491)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.340] [G acc: 0.062] 1353 [D loss: (0.678)(R 0.579, F 0.777)] [D acc: (0.648)(0.656, 0.641)] [G loss: 1.297] [G acc: 0.109] 1354 [D loss: (0.542)(R 0.564, F 0.520)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.232] [G acc: 0.156] 1355 [D loss: (0.537)(R 0.548, F 0.525)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.308] [G acc: 0.109] 1356 [D loss: (0.588)(R 0.640, F 0.537)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.233] [G acc: 0.094] 1357 [D loss: (0.585)(R 0.499, F 0.671)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.311] [G acc: 0.062] 1358 [D loss: (0.549)(R 0.623, F 0.475)] [D acc: (0.695)(0.531, 0.859)] [G loss: 1.267] [G acc: 0.078] 1359 [D loss: (0.569)(R 0.498, F 0.639)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.251] [G acc: 0.172] 1360 [D loss: (0.589)(R 0.530, F 0.647)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.190] [G acc: 0.156] 1361 [D loss: (0.537)(R 0.537, F 0.536)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.230] [G acc: 0.109] 1362 [D loss: (0.487)(R 0.437, F 0.537)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.429] [G acc: 0.141] 1363 [D loss: (0.569)(R 0.581, F 0.557)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.229] [G acc: 0.078] 1364 [D loss: (0.590)(R 0.593, F 0.586)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.252] [G acc: 0.156] 1365 [D loss: (0.535)(R 0.533, F 0.538)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.310] [G acc: 0.109] 1366 [D loss: (0.469)(R 0.472, F 0.466)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.223] [G acc: 0.188] 1367 [D loss: (0.500)(R 0.457, F 0.543)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.441] [G acc: 0.062] 1368 [D loss: (0.555)(R 0.467, F 0.644)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.325] [G acc: 0.109] 1369 [D loss: (0.577)(R 0.622, F 0.532)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.307] [G acc: 0.188] 1370 [D loss: (0.554)(R 0.536, F 0.571)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.229] [G acc: 0.094] 1371 [D loss: (0.631)(R 0.685, F 0.577)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.316] [G acc: 0.062] 1372 [D loss: (0.503)(R 0.402, F 0.604)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.440] [G acc: 0.031] 1373 [D loss: (0.513)(R 0.562, F 0.465)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.413] [G acc: 0.031] 1374 [D loss: (0.492)(R 0.480, F 0.504)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.398] [G acc: 0.094] 1375 [D loss: (0.504)(R 0.496, F 0.511)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.285] [G acc: 0.156] 1376 [D loss: (0.520)(R 0.478, F 0.562)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.340] [G acc: 0.078] 1377 [D loss: (0.614)(R 0.400, F 0.828)] [D acc: (0.680)(0.781, 0.578)] [G loss: 1.553] [G acc: 0.062] 1378 [D loss: (0.638)(R 0.718, F 0.559)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.390] [G acc: 0.078] 1379 [D loss: (0.501)(R 0.539, F 0.462)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.334] [G acc: 0.094] 1380 [D loss: (0.440)(R 0.298, F 0.581)] [D acc: (0.789)(0.875, 0.703)] [G loss: 1.377] [G acc: 0.094] 1381 [D loss: (0.582)(R 0.618, F 0.545)] [D acc: (0.641)(0.562, 0.719)] [G loss: 1.394] [G acc: 0.078] 1382 [D loss: (0.545)(R 0.550, F 0.540)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.353] [G acc: 0.062] 1383 [D loss: (0.547)(R 0.672, F 0.422)] [D acc: (0.750)(0.578, 0.922)] [G loss: 1.266] [G acc: 0.156] 1384 [D loss: (0.648)(R 0.550, F 0.747)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.353] [G acc: 0.078] 1385 [D loss: (0.587)(R 0.643, F 0.530)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.301] [G acc: 0.078] 1386 [D loss: (0.601)(R 0.678, F 0.524)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.216] [G acc: 0.125] 1387 [D loss: (0.510)(R 0.517, F 0.504)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.236] [G acc: 0.078] 1388 [D loss: (0.554)(R 0.628, F 0.480)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.180] [G acc: 0.172] 1389 [D loss: (0.554)(R 0.529, F 0.579)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.263] [G acc: 0.094] 1390 [D loss: (0.542)(R 0.575, F 0.509)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.252] [G acc: 0.094] 1391 [D loss: (0.578)(R 0.621, F 0.535)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.289] [G acc: 0.078] 1392 [D loss: (0.550)(R 0.491, F 0.609)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.227] [G acc: 0.109] 1393 [D loss: (0.588)(R 0.563, F 0.613)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.280] [G acc: 0.062] 1394 [D loss: (0.547)(R 0.496, F 0.598)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.340] [G acc: 0.109] 1395 [D loss: (0.559)(R 0.653, F 0.465)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.148] [G acc: 0.141] 1396 [D loss: (0.520)(R 0.514, F 0.526)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.304] [G acc: 0.078] 1397 [D loss: (0.598)(R 0.662, F 0.535)] [D acc: (0.648)(0.516, 0.781)] [G loss: 1.303] [G acc: 0.062] 1398 [D loss: (0.488)(R 0.478, F 0.498)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.328] [G acc: 0.141] 1399 [D loss: (0.588)(R 0.499, F 0.678)] [D acc: (0.680)(0.719, 0.641)] [G loss: 1.382] [G acc: 0.062] 1400 [D loss: (0.573)(R 0.558, F 0.587)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.274] [G acc: 0.094] 1401 [D loss: (0.514)(R 0.545, F 0.483)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.258] [G acc: 0.078] 1402 [D loss: (0.596)(R 0.610, F 0.582)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.266] [G acc: 0.109] 1403 [D loss: (0.560)(R 0.467, F 0.654)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.304] [G acc: 0.109] 1404 [D loss: (0.510)(R 0.598, F 0.422)] [D acc: (0.789)(0.656, 0.922)] [G loss: 1.387] [G acc: 0.047] 1405 [D loss: (0.605)(R 0.562, F 0.648)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.279] [G acc: 0.094] 1406 [D loss: (0.518)(R 0.587, F 0.449)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.414] [G acc: 0.047] 1407 [D loss: (0.550)(R 0.583, F 0.517)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.292] [G acc: 0.078] 1408 [D loss: (0.521)(R 0.536, F 0.507)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.329] [G acc: 0.094] 1409 [D loss: (0.611)(R 0.640, F 0.583)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.269] [G acc: 0.109] 1410 [D loss: (0.592)(R 0.634, F 0.551)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.243] [G acc: 0.109] 1411 [D loss: (0.525)(R 0.568, F 0.482)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.328] [G acc: 0.109] 1412 [D loss: (0.586)(R 0.550, F 0.621)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.236] [G acc: 0.094] 1413 [D loss: (0.527)(R 0.559, F 0.494)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.267] [G acc: 0.109] 1414 [D loss: (0.509)(R 0.507, F 0.511)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.288] [G acc: 0.094] 1415 [D loss: (0.608)(R 0.505, F 0.711)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.290] [G acc: 0.031] 1416 [D loss: (0.575)(R 0.668, F 0.482)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.167] [G acc: 0.062] 1417 [D loss: (0.564)(R 0.564, F 0.564)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.285] [G acc: 0.062] 1418 [D loss: (0.542)(R 0.580, F 0.503)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.348] [G acc: 0.062] 1419 [D loss: (0.487)(R 0.462, F 0.513)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.330] [G acc: 0.109] 1420 [D loss: (0.527)(R 0.523, F 0.532)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.293] [G acc: 0.094] 1421 [D loss: (0.604)(R 0.654, F 0.553)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.172] [G acc: 0.109] 1422 [D loss: (0.634)(R 0.586, F 0.682)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.329] [G acc: 0.062] 1423 [D loss: (0.639)(R 0.737, F 0.542)] [D acc: (0.617)(0.469, 0.766)] [G loss: 1.164] [G acc: 0.125] 1424 [D loss: (0.603)(R 0.685, F 0.520)] [D acc: (0.688)(0.516, 0.859)] [G loss: 1.147] [G acc: 0.062] 1425 [D loss: (0.530)(R 0.624, F 0.437)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.242] [G acc: 0.094] 1426 [D loss: (0.524)(R 0.497, F 0.551)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.242] [G acc: 0.094] 1427 [D loss: (0.529)(R 0.486, F 0.572)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.324] [G acc: 0.031] 1428 [D loss: (0.568)(R 0.601, F 0.535)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.321] [G acc: 0.016] 1429 [D loss: (0.497)(R 0.537, F 0.457)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.352] [G acc: 0.125] 1430 [D loss: (0.532)(R 0.497, F 0.566)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.290] [G acc: 0.078] 1431 [D loss: (0.614)(R 0.593, F 0.635)] [D acc: (0.648)(0.609, 0.688)] [G loss: 1.191] [G acc: 0.141] 1432 [D loss: (0.572)(R 0.574, F 0.570)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.267] [G acc: 0.109] 1433 [D loss: (0.528)(R 0.527, F 0.530)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.245] [G acc: 0.062] 1434 [D loss: (0.480)(R 0.496, F 0.463)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.239] [G acc: 0.125] 1435 [D loss: (0.590)(R 0.424, F 0.755)] [D acc: (0.719)(0.766, 0.672)] [G loss: 1.273] [G acc: 0.094] 1436 [D loss: (0.469)(R 0.561, F 0.377)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.352] [G acc: 0.094] 1437 [D loss: (0.499)(R 0.535, F 0.463)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.358] [G acc: 0.125] 1438 [D loss: (0.663)(R 0.605, F 0.721)] [D acc: (0.633)(0.562, 0.703)] [G loss: 1.331] [G acc: 0.094] 1439 [D loss: (0.513)(R 0.514, F 0.512)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.356] [G acc: 0.125] 1440 [D loss: (0.667)(R 0.725, F 0.608)] [D acc: (0.586)(0.500, 0.672)] [G loss: 1.294] [G acc: 0.141] 1441 [D loss: (0.526)(R 0.586, F 0.467)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.230] [G acc: 0.078] 1442 [D loss: (0.565)(R 0.520, F 0.611)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.275] [G acc: 0.109] 1443 [D loss: (0.664)(R 0.648, F 0.680)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.211] [G acc: 0.078] 1444 [D loss: (0.552)(R 0.655, F 0.448)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.197] [G acc: 0.109] 1445 [D loss: (0.581)(R 0.548, F 0.614)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.316] [G acc: 0.109] 1446 [D loss: (0.630)(R 0.621, F 0.638)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.242] [G acc: 0.125] 1447 [D loss: (0.584)(R 0.562, F 0.605)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.114] [G acc: 0.172] 1448 [D loss: (0.598)(R 0.634, F 0.563)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.173] [G acc: 0.141] 1449 [D loss: (0.565)(R 0.500, F 0.631)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.275] [G acc: 0.078] 1450 [D loss: (0.526)(R 0.539, F 0.513)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.290] [G acc: 0.062] 1451 [D loss: (0.533)(R 0.585, F 0.482)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.225] [G acc: 0.172] 1452 [D loss: (0.584)(R 0.582, F 0.585)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.243] [G acc: 0.156] 1453 [D loss: (0.509)(R 0.566, F 0.453)] [D acc: (0.734)(0.562, 0.906)] [G loss: 1.214] [G acc: 0.141] 1454 [D loss: (0.524)(R 0.474, F 0.573)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.315] [G acc: 0.047] 1455 [D loss: (0.555)(R 0.572, F 0.538)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.255] [G acc: 0.094] 1456 [D loss: (0.620)(R 0.619, F 0.621)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.193] [G acc: 0.125] 1457 [D loss: (0.597)(R 0.585, F 0.609)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.171] [G acc: 0.141] 1458 [D loss: (0.490)(R 0.482, F 0.497)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.142] [G acc: 0.156] 1459 [D loss: (0.556)(R 0.574, F 0.538)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.061] [G acc: 0.219] 1460 [D loss: (0.549)(R 0.482, F 0.617)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.218] [G acc: 0.156] 1461 [D loss: (0.709)(R 0.495, F 0.922)] [D acc: (0.672)(0.750, 0.594)] [G loss: 1.278] [G acc: 0.047] 1462 [D loss: (0.548)(R 0.612, F 0.485)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.213] [G acc: 0.125] 1463 [D loss: (0.512)(R 0.486, F 0.537)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.211] [G acc: 0.109] 1464 [D loss: (0.512)(R 0.495, F 0.529)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.175] [G acc: 0.109] 1465 [D loss: (0.560)(R 0.558, F 0.563)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.195] [G acc: 0.172] 1466 [D loss: (0.494)(R 0.478, F 0.510)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.236] [G acc: 0.078] 1467 [D loss: (0.544)(R 0.548, F 0.539)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.280] [G acc: 0.125] 1468 [D loss: (0.599)(R 0.665, F 0.533)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.278] [G acc: 0.109] 1469 [D loss: (0.594)(R 0.615, F 0.572)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.354] [G acc: 0.062] 1470 [D loss: (0.597)(R 0.626, F 0.567)] [D acc: (0.648)(0.547, 0.750)] [G loss: 1.310] [G acc: 0.062] 1471 [D loss: (0.516)(R 0.463, F 0.568)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.471] [G acc: 0.094] 1472 [D loss: (0.622)(R 0.603, F 0.641)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.375] [G acc: 0.109] 1473 [D loss: (0.596)(R 0.649, F 0.544)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.275] [G acc: 0.125] 1474 [D loss: (0.581)(R 0.606, F 0.556)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.186] [G acc: 0.156] 1475 [D loss: (0.512)(R 0.448, F 0.575)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.371] [G acc: 0.125] 1476 [D loss: (0.590)(R 0.623, F 0.558)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.161] [G acc: 0.188] 1477 [D loss: (0.536)(R 0.538, F 0.533)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.279] [G acc: 0.062] 1478 [D loss: (0.615)(R 0.628, F 0.601)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.187] [G acc: 0.094] 1479 [D loss: (0.623)(R 0.682, F 0.564)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.283] [G acc: 0.125] 1480 [D loss: (0.587)(R 0.602, F 0.572)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.260] [G acc: 0.094] 1481 [D loss: (0.594)(R 0.608, F 0.580)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.196] [G acc: 0.172] 1482 [D loss: (0.606)(R 0.574, F 0.637)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.090] [G acc: 0.156] 1483 [D loss: (0.568)(R 0.565, F 0.572)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.130] [G acc: 0.219] 1484 [D loss: (0.551)(R 0.592, F 0.510)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.208] [G acc: 0.125] 1485 [D loss: (0.597)(R 0.533, F 0.660)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.150] [G acc: 0.125] 1486 [D loss: (0.612)(R 0.628, F 0.595)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.099] [G acc: 0.141] 1487 [D loss: (0.578)(R 0.583, F 0.573)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.107] [G acc: 0.141] 1488 [D loss: (0.535)(R 0.503, F 0.568)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.137] [G acc: 0.141] 1489 [D loss: (0.478)(R 0.484, F 0.471)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.233] [G acc: 0.172] 1490 [D loss: (0.503)(R 0.488, F 0.517)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.337] [G acc: 0.109] 1491 [D loss: (0.528)(R 0.473, F 0.583)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.357] [G acc: 0.109] 1492 [D loss: (0.558)(R 0.582, F 0.534)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.207] [G acc: 0.078] 1493 [D loss: (0.550)(R 0.489, F 0.610)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.309] [G acc: 0.078] 1494 [D loss: (0.613)(R 0.585, F 0.641)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.332] [G acc: 0.062] 1495 [D loss: (0.600)(R 0.674, F 0.526)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.194] [G acc: 0.062] 1496 [D loss: (0.565)(R 0.572, F 0.558)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.252] [G acc: 0.109] 1497 [D loss: (0.490)(R 0.494, F 0.485)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.298] [G acc: 0.109] 1498 [D loss: (0.577)(R 0.574, F 0.581)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.341] [G acc: 0.078] 1499 [D loss: (0.547)(R 0.516, F 0.577)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.253] [G acc: 0.047] 1500 [D loss: (0.511)(R 0.543, F 0.480)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.303] [G acc: 0.094] 1501 [D loss: (0.569)(R 0.537, F 0.601)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.234] [G acc: 0.062] 1502 [D loss: (0.470)(R 0.436, F 0.504)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.245] [G acc: 0.156] 1503 [D loss: (0.532)(R 0.478, F 0.586)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.501] [G acc: 0.062] 1504 [D loss: (0.584)(R 0.599, F 0.569)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.268] [G acc: 0.188] 1505 [D loss: (0.515)(R 0.539, F 0.491)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.353] [G acc: 0.109] 1506 [D loss: (0.505)(R 0.511, F 0.499)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.441] [G acc: 0.078] 1507 [D loss: (0.428)(R 0.416, F 0.439)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.546] [G acc: 0.156] 1508 [D loss: (0.627)(R 0.447, F 0.806)] [D acc: (0.672)(0.734, 0.609)] [G loss: 1.409] [G acc: 0.141] 1509 [D loss: (0.631)(R 0.742, F 0.519)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.322] [G acc: 0.125] 1510 [D loss: (0.551)(R 0.605, F 0.498)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.227] [G acc: 0.125] 1511 [D loss: (0.514)(R 0.473, F 0.555)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.266] [G acc: 0.125] 1512 [D loss: (0.585)(R 0.618, F 0.553)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.338] [G acc: 0.141] 1513 [D loss: (0.539)(R 0.578, F 0.501)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.418] [G acc: 0.031] 1514 [D loss: (0.541)(R 0.540, F 0.542)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.382] [G acc: 0.094] 1515 [D loss: (0.534)(R 0.610, F 0.459)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.281] [G acc: 0.125] 1516 [D loss: (0.579)(R 0.508, F 0.649)] [D acc: (0.703)(0.734, 0.672)] [G loss: 1.189] [G acc: 0.203] 1517 [D loss: (0.480)(R 0.501, F 0.458)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.249] [G acc: 0.125] 1518 [D loss: (0.496)(R 0.467, F 0.526)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.357] [G acc: 0.141] 1519 [D loss: (0.538)(R 0.550, F 0.525)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.316] [G acc: 0.125] 1520 [D loss: (0.623)(R 0.478, F 0.769)] [D acc: (0.664)(0.719, 0.609)] [G loss: 1.418] [G acc: 0.078] 1521 [D loss: (0.639)(R 0.750, F 0.527)] [D acc: (0.625)(0.453, 0.797)] [G loss: 1.188] [G acc: 0.125] 1522 [D loss: (0.552)(R 0.614, F 0.491)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.415] [G acc: 0.094] 1523 [D loss: (0.566)(R 0.580, F 0.551)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.190] [G acc: 0.172] 1524 [D loss: (0.535)(R 0.510, F 0.561)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.275] [G acc: 0.062] 1525 [D loss: (0.625)(R 0.622, F 0.628)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.190] [G acc: 0.141] 1526 [D loss: (0.600)(R 0.640, F 0.560)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.268] [G acc: 0.062] 1527 [D loss: (0.595)(R 0.601, F 0.590)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.165] [G acc: 0.156] 1528 [D loss: (0.502)(R 0.513, F 0.491)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.284] [G acc: 0.125] 1529 [D loss: (0.552)(R 0.475, F 0.630)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.243] [G acc: 0.094] 1530 [D loss: (0.544)(R 0.566, F 0.521)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.150] [G acc: 0.156] 1531 [D loss: (0.682)(R 0.661, F 0.702)] [D acc: (0.602)(0.562, 0.641)] [G loss: 1.224] [G acc: 0.125] 1532 [D loss: (0.560)(R 0.560, F 0.561)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.246] [G acc: 0.109] 1533 [D loss: (0.629)(R 0.589, F 0.669)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.362] [G acc: 0.031] 1534 [D loss: (0.518)(R 0.539, F 0.498)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.255] [G acc: 0.094] 1535 [D loss: (0.579)(R 0.598, F 0.561)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.239] [G acc: 0.031] 1536 [D loss: (0.522)(R 0.524, F 0.519)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.198] [G acc: 0.172] 1537 [D loss: (0.509)(R 0.467, F 0.550)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.275] [G acc: 0.109] 1538 [D loss: (0.568)(R 0.547, F 0.589)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.167] [G acc: 0.141] 1539 [D loss: (0.540)(R 0.592, F 0.488)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.273] [G acc: 0.156] 1540 [D loss: (0.516)(R 0.498, F 0.535)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.322] [G acc: 0.125] 1541 [D loss: (0.519)(R 0.587, F 0.452)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.304] [G acc: 0.109] 1542 [D loss: (0.570)(R 0.588, F 0.552)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.206] [G acc: 0.203] 1543 [D loss: (0.599)(R 0.631, F 0.567)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.275] [G acc: 0.125] 1544 [D loss: (0.604)(R 0.636, F 0.571)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.164] [G acc: 0.125] 1545 [D loss: (0.557)(R 0.516, F 0.598)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.198] [G acc: 0.141] 1546 [D loss: (0.577)(R 0.595, F 0.559)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.327] [G acc: 0.094] 1547 [D loss: (0.540)(R 0.541, F 0.538)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.341] [G acc: 0.156] 1548 [D loss: (0.586)(R 0.634, F 0.539)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.268] [G acc: 0.078] 1549 [D loss: (0.516)(R 0.596, F 0.436)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.194] [G acc: 0.125] 1550 [D loss: (0.514)(R 0.452, F 0.575)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.307] [G acc: 0.109] 1551 [D loss: (0.620)(R 0.636, F 0.604)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.142] [G acc: 0.125] 1552 [D loss: (0.527)(R 0.496, F 0.557)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.288] [G acc: 0.078] 1553 [D loss: (0.520)(R 0.463, F 0.577)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.294] [G acc: 0.094] 1554 [D loss: (0.570)(R 0.581, F 0.558)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.274] [G acc: 0.109] 1555 [D loss: (0.622)(R 0.643, F 0.600)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.213] [G acc: 0.125] 1556 [D loss: (0.557)(R 0.570, F 0.544)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.233] [G acc: 0.141] 1557 [D loss: (0.583)(R 0.585, F 0.581)] [D acc: (0.648)(0.625, 0.672)] [G loss: 1.148] [G acc: 0.125] 1558 [D loss: (0.551)(R 0.465, F 0.637)] [D acc: (0.648)(0.703, 0.594)] [G loss: 1.251] [G acc: 0.156] 1559 [D loss: (0.504)(R 0.528, F 0.480)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.277] [G acc: 0.094] 1560 [D loss: (0.628)(R 0.509, F 0.748)] [D acc: (0.656)(0.703, 0.609)] [G loss: 1.238] [G acc: 0.078] 1561 [D loss: (0.609)(R 0.635, F 0.582)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.275] [G acc: 0.062] 1562 [D loss: (0.543)(R 0.588, F 0.497)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.272] [G acc: 0.109] 1563 [D loss: (0.502)(R 0.509, F 0.495)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.274] [G acc: 0.125] 1564 [D loss: (0.518)(R 0.503, F 0.533)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.224] [G acc: 0.109] 1565 [D loss: (0.569)(R 0.577, F 0.560)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.244] [G acc: 0.109] 1566 [D loss: (0.454)(R 0.405, F 0.502)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.367] [G acc: 0.109] 1567 [D loss: (0.605)(R 0.593, F 0.617)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.256] [G acc: 0.125] 1568 [D loss: (0.484)(R 0.493, F 0.475)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.241] [G acc: 0.156] 1569 [D loss: (0.633)(R 0.560, F 0.706)] [D acc: (0.633)(0.609, 0.656)] [G loss: 1.188] [G acc: 0.141] 1570 [D loss: (0.659)(R 0.722, F 0.595)] [D acc: (0.648)(0.500, 0.797)] [G loss: 1.237] [G acc: 0.109] 1571 [D loss: (0.531)(R 0.611, F 0.451)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.227] [G acc: 0.125] 1572 [D loss: (0.535)(R 0.548, F 0.521)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.261] [G acc: 0.031] 1573 [D loss: (0.596)(R 0.558, F 0.634)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.244] [G acc: 0.078] 1574 [D loss: (0.618)(R 0.667, F 0.569)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.198] [G acc: 0.188] 1575 [D loss: (0.600)(R 0.535, F 0.666)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.163] [G acc: 0.188] 1576 [D loss: (0.571)(R 0.599, F 0.542)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.308] [G acc: 0.094] 1577 [D loss: (0.612)(R 0.634, F 0.591)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.261] [G acc: 0.094] 1578 [D loss: (0.556)(R 0.566, F 0.546)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.265] [G acc: 0.109] 1579 [D loss: (0.573)(R 0.642, F 0.504)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.328] [G acc: 0.172] 1580 [D loss: (0.594)(R 0.567, F 0.622)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.262] [G acc: 0.094] 1581 [D loss: (0.513)(R 0.502, F 0.523)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.336] [G acc: 0.078] 1582 [D loss: (0.570)(R 0.559, F 0.580)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.224] [G acc: 0.078] 1583 [D loss: (0.669)(R 0.688, F 0.649)] [D acc: (0.648)(0.578, 0.719)] [G loss: 1.071] [G acc: 0.156] 1584 [D loss: (0.635)(R 0.627, F 0.642)] [D acc: (0.633)(0.641, 0.625)] [G loss: 1.205] [G acc: 0.109] 1585 [D loss: (0.490)(R 0.495, F 0.484)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.185] [G acc: 0.125] 1586 [D loss: (0.570)(R 0.601, F 0.538)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.189] [G acc: 0.188] 1587 [D loss: (0.520)(R 0.494, F 0.547)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.155] [G acc: 0.141] 1588 [D loss: (0.603)(R 0.398, F 0.807)] [D acc: (0.727)(0.781, 0.672)] [G loss: 1.136] [G acc: 0.172] 1589 [D loss: (0.574)(R 0.641, F 0.508)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.231] [G acc: 0.141] 1590 [D loss: (0.605)(R 0.528, F 0.682)] [D acc: (0.625)(0.641, 0.609)] [G loss: 1.301] [G acc: 0.109] 1591 [D loss: (0.535)(R 0.575, F 0.495)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.201] [G acc: 0.047] 1592 [D loss: (0.525)(R 0.561, F 0.490)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.174] [G acc: 0.125] 1593 [D loss: (0.566)(R 0.603, F 0.528)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.240] [G acc: 0.094] 1594 [D loss: (0.610)(R 0.583, F 0.638)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.400] [G acc: 0.062] 1595 [D loss: (0.519)(R 0.555, F 0.484)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.319] [G acc: 0.078] 1596 [D loss: (0.581)(R 0.606, F 0.557)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.218] [G acc: 0.078] 1597 [D loss: (0.562)(R 0.576, F 0.548)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.150] [G acc: 0.141] 1598 [D loss: (0.578)(R 0.633, F 0.524)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.190] [G acc: 0.078] 1599 [D loss: (0.561)(R 0.478, F 0.644)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.260] [G acc: 0.062] 1600 [D loss: (0.597)(R 0.639, F 0.555)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.271] [G acc: 0.078] 1601 [D loss: (0.530)(R 0.505, F 0.556)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.262] [G acc: 0.125] 1602 [D loss: (0.597)(R 0.568, F 0.627)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.363] [G acc: 0.078] 1603 [D loss: (0.567)(R 0.537, F 0.597)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.180] [G acc: 0.109] 1604 [D loss: (0.612)(R 0.670, F 0.554)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.277] [G acc: 0.109] 1605 [D loss: (0.559)(R 0.579, F 0.539)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.266] [G acc: 0.078] 1606 [D loss: (0.538)(R 0.582, F 0.494)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.252] [G acc: 0.062] 1607 [D loss: (0.609)(R 0.591, F 0.628)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.405] [G acc: 0.109] 1608 [D loss: (0.560)(R 0.673, F 0.448)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.371] [G acc: 0.047] 1609 [D loss: (0.620)(R 0.565, F 0.675)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.194] [G acc: 0.141] 1610 [D loss: (0.568)(R 0.631, F 0.505)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.266] [G acc: 0.078] 1611 [D loss: (0.565)(R 0.591, F 0.538)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.108] [G acc: 0.094] 1612 [D loss: (0.576)(R 0.521, F 0.632)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.204] [G acc: 0.125] 1613 [D loss: (0.555)(R 0.596, F 0.515)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.280] [G acc: 0.062] 1614 [D loss: (0.522)(R 0.509, F 0.535)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.225] [G acc: 0.078] 1615 [D loss: (0.560)(R 0.527, F 0.593)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.371] [G acc: 0.078] 1616 [D loss: (0.586)(R 0.552, F 0.620)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.186] [G acc: 0.125] 1617 [D loss: (0.560)(R 0.551, F 0.570)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.283] [G acc: 0.141] 1618 [D loss: (0.546)(R 0.587, F 0.506)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.391] [G acc: 0.109] 1619 [D loss: (0.606)(R 0.532, F 0.680)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.253] [G acc: 0.094] 1620 [D loss: (0.529)(R 0.574, F 0.484)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.204] [G acc: 0.172] 1621 [D loss: (0.550)(R 0.532, F 0.568)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.305] [G acc: 0.109] 1622 [D loss: (0.593)(R 0.585, F 0.600)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.172] [G acc: 0.156] 1623 [D loss: (0.547)(R 0.504, F 0.590)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.229] [G acc: 0.125] 1624 [D loss: (0.581)(R 0.604, F 0.559)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.195] [G acc: 0.141] 1625 [D loss: (0.561)(R 0.598, F 0.524)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.263] [G acc: 0.094] 1626 [D loss: (0.558)(R 0.620, F 0.495)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.267] [G acc: 0.109] 1627 [D loss: (0.597)(R 0.576, F 0.618)] [D acc: (0.648)(0.641, 0.656)] [G loss: 1.324] [G acc: 0.078] 1628 [D loss: (0.520)(R 0.525, F 0.516)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.257] [G acc: 0.078] 1629 [D loss: (0.474)(R 0.476, F 0.471)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.333] [G acc: 0.109] 1630 [D loss: (0.554)(R 0.526, F 0.583)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.283] [G acc: 0.156] 1631 [D loss: (0.564)(R 0.556, F 0.573)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.267] [G acc: 0.109] 1632 [D loss: (0.574)(R 0.503, F 0.645)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.298] [G acc: 0.156] 1633 [D loss: (0.606)(R 0.579, F 0.633)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.337] [G acc: 0.109] 1634 [D loss: (0.609)(R 0.653, F 0.564)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.310] [G acc: 0.062] 1635 [D loss: (0.586)(R 0.610, F 0.562)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.284] [G acc: 0.094] 1636 [D loss: (0.536)(R 0.547, F 0.525)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.379] [G acc: 0.062] 1637 [D loss: (0.571)(R 0.632, F 0.510)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.260] [G acc: 0.141] 1638 [D loss: (0.514)(R 0.535, F 0.493)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.338] [G acc: 0.125] 1639 [D loss: (0.538)(R 0.490, F 0.586)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.251] [G acc: 0.141] 1640 [D loss: (0.521)(R 0.569, F 0.474)] [D acc: (0.789)(0.672, 0.906)] [G loss: 1.267] [G acc: 0.172] 1641 [D loss: (0.591)(R 0.503, F 0.679)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.212] [G acc: 0.141] 1642 [D loss: (0.548)(R 0.590, F 0.507)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.295] [G acc: 0.094] 1643 [D loss: (0.705)(R 0.577, F 0.832)] [D acc: (0.648)(0.625, 0.672)] [G loss: 1.408] [G acc: 0.094] 1644 [D loss: (0.593)(R 0.671, F 0.514)] [D acc: (0.680)(0.516, 0.844)] [G loss: 1.300] [G acc: 0.125] 1645 [D loss: (0.604)(R 0.631, F 0.576)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.305] [G acc: 0.125] 1646 [D loss: (0.569)(R 0.588, F 0.550)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.270] [G acc: 0.094] 1647 [D loss: (0.583)(R 0.645, F 0.520)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.292] [G acc: 0.109] 1648 [D loss: (0.577)(R 0.504, F 0.650)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.218] [G acc: 0.172] 1649 [D loss: (0.608)(R 0.649, F 0.567)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.244] [G acc: 0.109] 1650 [D loss: (0.557)(R 0.591, F 0.522)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.268] [G acc: 0.094] 1651 [D loss: (0.574)(R 0.509, F 0.639)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.171] [G acc: 0.125] 1652 [D loss: (0.509)(R 0.488, F 0.531)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.397] [G acc: 0.109] 1653 [D loss: (0.533)(R 0.581, F 0.485)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.303] [G acc: 0.109] 1654 [D loss: (0.541)(R 0.522, F 0.561)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.326] [G acc: 0.109] 1655 [D loss: (0.494)(R 0.557, F 0.431)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.220] [G acc: 0.188] 1656 [D loss: (0.543)(R 0.495, F 0.590)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.288] [G acc: 0.109] 1657 [D loss: (0.602)(R 0.606, F 0.598)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.335] [G acc: 0.031] 1658 [D loss: (0.542)(R 0.542, F 0.542)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.450] [G acc: 0.141] 1659 [D loss: (0.658)(R 0.678, F 0.637)] [D acc: (0.594)(0.531, 0.656)] [G loss: 1.309] [G acc: 0.078] 1660 [D loss: (0.589)(R 0.616, F 0.562)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.332] [G acc: 0.078] 1661 [D loss: (0.575)(R 0.633, F 0.517)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.209] [G acc: 0.094] 1662 [D loss: (0.547)(R 0.490, F 0.605)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.159] [G acc: 0.172] 1663 [D loss: (0.574)(R 0.550, F 0.597)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.167] [G acc: 0.172] 1664 [D loss: (0.579)(R 0.609, F 0.549)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.066] [G acc: 0.219] 1665 [D loss: (0.639)(R 0.630, F 0.647)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.099] [G acc: 0.219] 1666 [D loss: (0.607)(R 0.611, F 0.602)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.094] [G acc: 0.156] 1667 [D loss: (0.514)(R 0.515, F 0.513)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.258] [G acc: 0.125] 1668 [D loss: (0.665)(R 0.716, F 0.614)] [D acc: (0.609)(0.453, 0.766)] [G loss: 1.166] [G acc: 0.031] 1669 [D loss: (0.572)(R 0.562, F 0.583)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.160] [G acc: 0.125] 1670 [D loss: (0.582)(R 0.592, F 0.573)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.010] [G acc: 0.297] 1671 [D loss: (0.599)(R 0.565, F 0.634)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.162] [G acc: 0.172] 1672 [D loss: (0.487)(R 0.454, F 0.520)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.074] [G acc: 0.203] 1673 [D loss: (0.591)(R 0.556, F 0.625)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.172] [G acc: 0.172] 1674 [D loss: (0.527)(R 0.463, F 0.590)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.220] [G acc: 0.141] 1675 [D loss: (0.560)(R 0.512, F 0.609)] [D acc: (0.664)(0.672, 0.656)] [G loss: 1.170] [G acc: 0.141] 1676 [D loss: (0.603)(R 0.590, F 0.616)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.313] [G acc: 0.047] 1677 [D loss: (0.589)(R 0.628, F 0.550)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.234] [G acc: 0.125] 1678 [D loss: (0.552)(R 0.502, F 0.602)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.322] [G acc: 0.094] 1679 [D loss: (0.544)(R 0.626, F 0.461)] [D acc: (0.719)(0.547, 0.891)] [G loss: 1.299] [G acc: 0.125] 1680 [D loss: (0.541)(R 0.571, F 0.510)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.304] [G acc: 0.125] 1681 [D loss: (0.517)(R 0.538, F 0.497)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.315] [G acc: 0.062] 1682 [D loss: (0.530)(R 0.533, F 0.527)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.290] [G acc: 0.141] 1683 [D loss: (0.492)(R 0.482, F 0.503)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.318] [G acc: 0.094] 1684 [D loss: (0.627)(R 0.589, F 0.664)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.315] [G acc: 0.031] 1685 [D loss: (0.499)(R 0.525, F 0.474)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.351] [G acc: 0.031] 1686 [D loss: (0.596)(R 0.719, F 0.472)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.136] [G acc: 0.156] 1687 [D loss: (0.576)(R 0.473, F 0.679)] [D acc: (0.688)(0.719, 0.656)] [G loss: 1.260] [G acc: 0.125] 1688 [D loss: (0.554)(R 0.552, F 0.557)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.300] [G acc: 0.047] 1689 [D loss: (0.452)(R 0.470, F 0.434)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.196] [G acc: 0.172] 1690 [D loss: (0.484)(R 0.484, F 0.483)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.330] [G acc: 0.094] 1691 [D loss: (0.561)(R 0.556, F 0.566)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.267] [G acc: 0.250] 1692 [D loss: (0.464)(R 0.407, F 0.521)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.309] [G acc: 0.062] 1693 [D loss: (0.545)(R 0.542, F 0.548)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.344] [G acc: 0.141] 1694 [D loss: (0.569)(R 0.539, F 0.598)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.298] [G acc: 0.156] 1695 [D loss: (0.551)(R 0.649, F 0.453)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.274] [G acc: 0.125] 1696 [D loss: (0.550)(R 0.460, F 0.640)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.412] [G acc: 0.109] 1697 [D loss: (0.556)(R 0.614, F 0.499)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.215] [G acc: 0.156] 1698 [D loss: (0.585)(R 0.517, F 0.654)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.261] [G acc: 0.141] 1699 [D loss: (0.564)(R 0.592, F 0.536)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.320] [G acc: 0.156] 1700 [D loss: (0.557)(R 0.575, F 0.538)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.216] [G acc: 0.125] 1701 [D loss: (0.579)(R 0.557, F 0.602)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.287] [G acc: 0.094] 1702 [D loss: (0.532)(R 0.497, F 0.568)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.363] [G acc: 0.078] 1703 [D loss: (0.537)(R 0.596, F 0.478)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.302] [G acc: 0.078] 1704 [D loss: (0.665)(R 0.654, F 0.676)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.300] [G acc: 0.109] 1705 [D loss: (0.523)(R 0.508, F 0.539)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.278] [G acc: 0.125] 1706 [D loss: (0.615)(R 0.658, F 0.573)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.290] [G acc: 0.125] 1707 [D loss: (0.568)(R 0.620, F 0.515)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.213] [G acc: 0.109] 1708 [D loss: (0.620)(R 0.548, F 0.692)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.327] [G acc: 0.062] 1709 [D loss: (0.539)(R 0.539, F 0.539)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.274] [G acc: 0.094] 1710 [D loss: (0.540)(R 0.559, F 0.521)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.346] [G acc: 0.078] 1711 [D loss: (0.626)(R 0.543, F 0.708)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.300] [G acc: 0.141] 1712 [D loss: (0.552)(R 0.573, F 0.532)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.175] [G acc: 0.141] 1713 [D loss: (0.509)(R 0.439, F 0.578)] [D acc: (0.766)(0.797, 0.734)] [G loss: 1.433] [G acc: 0.062] 1714 [D loss: (0.532)(R 0.548, F 0.516)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.430] [G acc: 0.078] 1715 [D loss: (0.524)(R 0.534, F 0.515)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.106] [G acc: 0.281] 1716 [D loss: (0.529)(R 0.541, F 0.517)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.357] [G acc: 0.062] 1717 [D loss: (0.552)(R 0.599, F 0.505)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.152] [G acc: 0.141] 1718 [D loss: (0.594)(R 0.625, F 0.563)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.343] [G acc: 0.156] 1719 [D loss: (0.647)(R 0.555, F 0.740)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.390] [G acc: 0.047] 1720 [D loss: (0.557)(R 0.668, F 0.447)] [D acc: (0.688)(0.500, 0.875)] [G loss: 1.330] [G acc: 0.062] 1721 [D loss: (0.506)(R 0.541, F 0.470)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.279] [G acc: 0.156] 1722 [D loss: (0.511)(R 0.506, F 0.517)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.352] [G acc: 0.109] 1723 [D loss: (0.493)(R 0.498, F 0.488)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.295] [G acc: 0.125] 1724 [D loss: (0.543)(R 0.481, F 0.605)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.394] [G acc: 0.109] 1725 [D loss: (0.504)(R 0.478, F 0.530)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.322] [G acc: 0.109] 1726 [D loss: (0.537)(R 0.481, F 0.594)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.291] [G acc: 0.109] 1727 [D loss: (0.568)(R 0.467, F 0.669)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.275] [G acc: 0.141] 1728 [D loss: (0.559)(R 0.660, F 0.458)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.246] [G acc: 0.141] 1729 [D loss: (0.593)(R 0.571, F 0.615)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.174] [G acc: 0.125] 1730 [D loss: (0.510)(R 0.558, F 0.462)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.405] [G acc: 0.109] 1731 [D loss: (0.493)(R 0.429, F 0.558)] [D acc: (0.820)(0.781, 0.859)] [G loss: 1.547] [G acc: 0.094] 1732 [D loss: (0.573)(R 0.634, F 0.512)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.235] [G acc: 0.094] 1733 [D loss: (0.552)(R 0.534, F 0.570)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.211] [G acc: 0.141] 1734 [D loss: (0.584)(R 0.656, F 0.512)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.219] [G acc: 0.156] 1735 [D loss: (0.591)(R 0.541, F 0.641)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.250] [G acc: 0.109] 1736 [D loss: (0.555)(R 0.560, F 0.549)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.276] [G acc: 0.109] 1737 [D loss: (0.512)(R 0.512, F 0.512)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.294] [G acc: 0.094] 1738 [D loss: (0.426)(R 0.378, F 0.473)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.314] [G acc: 0.109] 1739 [D loss: (0.446)(R 0.401, F 0.492)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.417] [G acc: 0.078] 1740 [D loss: (0.464)(R 0.480, F 0.448)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.453] [G acc: 0.047] 1741 [D loss: (0.599)(R 0.595, F 0.604)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.320] [G acc: 0.141] 1742 [D loss: (0.534)(R 0.586, F 0.483)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.368] [G acc: 0.109] 1743 [D loss: (0.476)(R 0.482, F 0.471)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.260] [G acc: 0.219] 1744 [D loss: (0.526)(R 0.439, F 0.612)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.392] [G acc: 0.094] 1745 [D loss: (0.509)(R 0.559, F 0.458)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.219] [G acc: 0.203] 1746 [D loss: (0.662)(R 0.528, F 0.796)] [D acc: (0.680)(0.734, 0.625)] [G loss: 1.442] [G acc: 0.047] 1747 [D loss: (0.585)(R 0.626, F 0.544)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.271] [G acc: 0.094] 1748 [D loss: (0.542)(R 0.580, F 0.504)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.386] [G acc: 0.047] 1749 [D loss: (0.508)(R 0.505, F 0.511)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.236] [G acc: 0.109] 1750 [D loss: (0.552)(R 0.543, F 0.562)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.322] [G acc: 0.109] 1751 [D loss: (0.573)(R 0.516, F 0.630)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.263] [G acc: 0.156] 1752 [D loss: (0.527)(R 0.573, F 0.481)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.343] [G acc: 0.078] 1753 [D loss: (0.571)(R 0.601, F 0.540)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.387] [G acc: 0.109] 1754 [D loss: (0.500)(R 0.552, F 0.448)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.185] [G acc: 0.188] 1755 [D loss: (0.609)(R 0.632, F 0.586)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.376] [G acc: 0.094] 1756 [D loss: (0.495)(R 0.471, F 0.520)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.350] [G acc: 0.078] 1757 [D loss: (0.527)(R 0.505, F 0.549)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.344] [G acc: 0.031] 1758 [D loss: (0.540)(R 0.547, F 0.533)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.464] [G acc: 0.094] 1759 [D loss: (0.556)(R 0.572, F 0.539)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.230] [G acc: 0.141] 1760 [D loss: (0.508)(R 0.470, F 0.546)] [D acc: (0.750)(0.781, 0.719)] [G loss: 1.269] [G acc: 0.141] 1761 [D loss: (0.619)(R 0.794, F 0.444)] [D acc: (0.648)(0.438, 0.859)] [G loss: 1.372] [G acc: 0.078] 1762 [D loss: (0.464)(R 0.452, F 0.475)] [D acc: (0.812)(0.750, 0.875)] [G loss: 1.240] [G acc: 0.156] 1763 [D loss: (0.598)(R 0.546, F 0.651)] [D acc: (0.656)(0.641, 0.672)] [G loss: 1.366] [G acc: 0.078] 1764 [D loss: (0.528)(R 0.524, F 0.531)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.383] [G acc: 0.109] 1765 [D loss: (0.529)(R 0.508, F 0.550)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.352] [G acc: 0.094] 1766 [D loss: (0.670)(R 0.655, F 0.684)] [D acc: (0.586)(0.516, 0.656)] [G loss: 1.430] [G acc: 0.078] 1767 [D loss: (0.602)(R 0.676, F 0.528)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.204] [G acc: 0.156] 1768 [D loss: (0.579)(R 0.591, F 0.567)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.259] [G acc: 0.125] 1769 [D loss: (0.546)(R 0.600, F 0.491)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.327] [G acc: 0.125] 1770 [D loss: (0.471)(R 0.451, F 0.491)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.195] [G acc: 0.125] 1771 [D loss: (0.439)(R 0.417, F 0.461)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.477] [G acc: 0.125] 1772 [D loss: (0.600)(R 0.653, F 0.546)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.475] [G acc: 0.172] 1773 [D loss: (0.453)(R 0.458, F 0.448)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.356] [G acc: 0.109] 1774 [D loss: (0.503)(R 0.556, F 0.449)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.274] [G acc: 0.125] 1775 [D loss: (0.534)(R 0.444, F 0.625)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.387] [G acc: 0.141] 1776 [D loss: (0.543)(R 0.594, F 0.492)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.371] [G acc: 0.094] 1777 [D loss: (0.540)(R 0.552, F 0.527)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.541] [G acc: 0.000] 1778 [D loss: (0.603)(R 0.560, F 0.647)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.316] [G acc: 0.109] 1779 [D loss: (0.521)(R 0.550, F 0.491)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.433] [G acc: 0.125] 1780 [D loss: (0.584)(R 0.614, F 0.555)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.361] [G acc: 0.156] 1781 [D loss: (0.541)(R 0.453, F 0.629)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.427] [G acc: 0.062] 1782 [D loss: (0.520)(R 0.566, F 0.474)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.379] [G acc: 0.078] 1783 [D loss: (0.551)(R 0.516, F 0.587)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.319] [G acc: 0.156] 1784 [D loss: (0.525)(R 0.593, F 0.456)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.280] [G acc: 0.141] 1785 [D loss: (0.524)(R 0.508, F 0.540)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.262] [G acc: 0.125] 1786 [D loss: (0.643)(R 0.675, F 0.610)] [D acc: (0.594)(0.547, 0.641)] [G loss: 1.387] [G acc: 0.078] 1787 [D loss: (0.608)(R 0.674, F 0.543)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.183] [G acc: 0.156] 1788 [D loss: (0.587)(R 0.648, F 0.526)] [D acc: (0.664)(0.531, 0.797)] [G loss: 1.255] [G acc: 0.141] 1789 [D loss: (0.514)(R 0.549, F 0.478)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.284] [G acc: 0.141] 1790 [D loss: (0.536)(R 0.495, F 0.578)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.238] [G acc: 0.141] 1791 [D loss: (0.605)(R 0.604, F 0.605)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.276] [G acc: 0.094] 1792 [D loss: (0.507)(R 0.561, F 0.454)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.273] [G acc: 0.125] 1793 [D loss: (0.498)(R 0.439, F 0.557)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.343] [G acc: 0.188] 1794 [D loss: (0.634)(R 0.536, F 0.732)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.286] [G acc: 0.078] 1795 [D loss: (0.492)(R 0.470, F 0.515)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.362] [G acc: 0.094] 1796 [D loss: (0.510)(R 0.513, F 0.507)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.439] [G acc: 0.062] 1797 [D loss: (0.539)(R 0.589, F 0.490)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.406] [G acc: 0.109] 1798 [D loss: (0.582)(R 0.548, F 0.616)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.237] [G acc: 0.203] 1799 [D loss: (0.609)(R 0.603, F 0.615)] [D acc: (0.625)(0.578, 0.672)] [G loss: 1.257] [G acc: 0.109] 1800 [D loss: (0.608)(R 0.709, F 0.508)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.260] [G acc: 0.062] 1801 [D loss: (0.511)(R 0.519, F 0.502)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.264] [G acc: 0.094] 1802 [D loss: (0.464)(R 0.502, F 0.426)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.263] [G acc: 0.125] 1803 [D loss: (0.586)(R 0.414, F 0.758)] [D acc: (0.672)(0.734, 0.609)] [G loss: 1.514] [G acc: 0.047] 1804 [D loss: (0.515)(R 0.589, F 0.441)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.326] [G acc: 0.047] 1805 [D loss: (0.474)(R 0.492, F 0.456)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.258] [G acc: 0.156] 1806 [D loss: (0.517)(R 0.533, F 0.500)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.201] [G acc: 0.188] 1807 [D loss: (0.594)(R 0.496, F 0.692)] [D acc: (0.664)(0.688, 0.641)] [G loss: 1.241] [G acc: 0.188] 1808 [D loss: (0.577)(R 0.568, F 0.587)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.355] [G acc: 0.094] 1809 [D loss: (0.598)(R 0.724, F 0.471)] [D acc: (0.664)(0.500, 0.828)] [G loss: 1.344] [G acc: 0.109] 1810 [D loss: (0.486)(R 0.487, F 0.486)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.294] [G acc: 0.062] 1811 [D loss: (0.486)(R 0.470, F 0.503)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.277] [G acc: 0.141] 1812 [D loss: (0.579)(R 0.534, F 0.624)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.332] [G acc: 0.031] 1813 [D loss: (0.572)(R 0.658, F 0.486)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.189] [G acc: 0.141] 1814 [D loss: (0.443)(R 0.433, F 0.453)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.284] [G acc: 0.156] 1815 [D loss: (0.609)(R 0.542, F 0.676)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.398] [G acc: 0.125] 1816 [D loss: (0.522)(R 0.559, F 0.486)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.377] [G acc: 0.125] 1817 [D loss: (0.574)(R 0.658, F 0.489)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.205] [G acc: 0.219] 1818 [D loss: (0.508)(R 0.580, F 0.436)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.239] [G acc: 0.109] 1819 [D loss: (0.556)(R 0.446, F 0.666)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.216] [G acc: 0.141] 1820 [D loss: (0.489)(R 0.484, F 0.494)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.272] [G acc: 0.125] 1821 [D loss: (0.517)(R 0.577, F 0.457)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.426] [G acc: 0.109] 1822 [D loss: (0.543)(R 0.518, F 0.568)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.355] [G acc: 0.125] 1823 [D loss: (0.597)(R 0.588, F 0.606)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.338] [G acc: 0.094] 1824 [D loss: (0.536)(R 0.559, F 0.514)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.447] [G acc: 0.078] 1825 [D loss: (0.601)(R 0.478, F 0.725)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.343] [G acc: 0.125] 1826 [D loss: (0.609)(R 0.703, F 0.516)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.366] [G acc: 0.078] 1827 [D loss: (0.533)(R 0.510, F 0.556)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.386] [G acc: 0.078] 1828 [D loss: (0.563)(R 0.575, F 0.551)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.330] [G acc: 0.078] 1829 [D loss: (0.613)(R 0.607, F 0.618)] [D acc: (0.641)(0.547, 0.734)] [G loss: 1.208] [G acc: 0.109] 1830 [D loss: (0.575)(R 0.671, F 0.480)] [D acc: (0.672)(0.500, 0.844)] [G loss: 1.360] [G acc: 0.125] 1831 [D loss: (0.581)(R 0.574, F 0.587)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.305] [G acc: 0.047] 1832 [D loss: (0.506)(R 0.557, F 0.455)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.327] [G acc: 0.078] 1833 [D loss: (0.581)(R 0.537, F 0.625)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.211] [G acc: 0.094] 1834 [D loss: (0.504)(R 0.557, F 0.450)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.151] [G acc: 0.109] 1835 [D loss: (0.571)(R 0.532, F 0.609)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.313] [G acc: 0.109] 1836 [D loss: (0.580)(R 0.662, F 0.498)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.213] [G acc: 0.125] 1837 [D loss: (0.588)(R 0.617, F 0.559)] [D acc: (0.648)(0.500, 0.797)] [G loss: 1.121] [G acc: 0.203] 1838 [D loss: (0.538)(R 0.598, F 0.478)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.172] [G acc: 0.141] 1839 [D loss: (0.532)(R 0.542, F 0.522)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.145] [G acc: 0.203] 1840 [D loss: (0.593)(R 0.400, F 0.786)] [D acc: (0.703)(0.766, 0.641)] [G loss: 1.337] [G acc: 0.109] 1841 [D loss: (0.518)(R 0.612, F 0.423)] [D acc: (0.727)(0.562, 0.891)] [G loss: 1.297] [G acc: 0.094] 1842 [D loss: (0.535)(R 0.555, F 0.516)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.178] [G acc: 0.219] 1843 [D loss: (0.534)(R 0.496, F 0.572)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.302] [G acc: 0.094] 1844 [D loss: (0.580)(R 0.528, F 0.633)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.408] [G acc: 0.094] 1845 [D loss: (0.543)(R 0.567, F 0.520)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.311] [G acc: 0.109] 1846 [D loss: (0.549)(R 0.568, F 0.530)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.322] [G acc: 0.078] 1847 [D loss: (0.544)(R 0.630, F 0.458)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.195] [G acc: 0.188] 1848 [D loss: (0.530)(R 0.540, F 0.520)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.248] [G acc: 0.125] 1849 [D loss: (0.497)(R 0.461, F 0.533)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.414] [G acc: 0.094] 1850 [D loss: (0.518)(R 0.540, F 0.495)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.340] [G acc: 0.094] 1851 [D loss: (0.587)(R 0.495, F 0.679)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.266] [G acc: 0.078] 1852 [D loss: (0.536)(R 0.621, F 0.452)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.321] [G acc: 0.062] 1853 [D loss: (0.609)(R 0.579, F 0.639)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.282] [G acc: 0.078] 1854 [D loss: (0.693)(R 0.728, F 0.659)] [D acc: (0.641)(0.547, 0.734)] [G loss: 1.209] [G acc: 0.109] 1855 [D loss: (0.560)(R 0.561, F 0.558)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.163] [G acc: 0.078] 1856 [D loss: (0.588)(R 0.573, F 0.603)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.313] [G acc: 0.141] 1857 [D loss: (0.603)(R 0.626, F 0.580)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.247] [G acc: 0.078] 1858 [D loss: (0.577)(R 0.580, F 0.573)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.298] [G acc: 0.062] 1859 [D loss: (0.582)(R 0.592, F 0.572)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.098] [G acc: 0.062] 1860 [D loss: (0.560)(R 0.644, F 0.476)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.205] [G acc: 0.094] 1861 [D loss: (0.534)(R 0.496, F 0.572)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.167] [G acc: 0.172] 1862 [D loss: (0.571)(R 0.509, F 0.632)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.388] [G acc: 0.109] 1863 [D loss: (0.550)(R 0.557, F 0.543)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.278] [G acc: 0.047] 1864 [D loss: (0.525)(R 0.420, F 0.630)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.269] [G acc: 0.125] 1865 [D loss: (0.557)(R 0.639, F 0.475)] [D acc: (0.727)(0.562, 0.891)] [G loss: 1.201] [G acc: 0.219] 1866 [D loss: (0.581)(R 0.569, F 0.593)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.219] [G acc: 0.125] 1867 [D loss: (0.598)(R 0.625, F 0.571)] [D acc: (0.648)(0.516, 0.781)] [G loss: 1.252] [G acc: 0.094] 1868 [D loss: (0.555)(R 0.494, F 0.617)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.299] [G acc: 0.062] 1869 [D loss: (0.530)(R 0.576, F 0.485)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.305] [G acc: 0.125] 1870 [D loss: (0.607)(R 0.680, F 0.535)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.256] [G acc: 0.109] 1871 [D loss: (0.521)(R 0.501, F 0.541)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.281] [G acc: 0.109] 1872 [D loss: (0.569)(R 0.586, F 0.553)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.450] [G acc: 0.094] 1873 [D loss: (0.508)(R 0.469, F 0.546)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.297] [G acc: 0.062] 1874 [D loss: (0.523)(R 0.573, F 0.473)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.333] [G acc: 0.078] 1875 [D loss: (0.545)(R 0.492, F 0.598)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.227] [G acc: 0.141] 1876 [D loss: (0.515)(R 0.582, F 0.448)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.295] [G acc: 0.078] 1877 [D loss: (0.530)(R 0.568, F 0.493)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.305] [G acc: 0.172] 1878 [D loss: (0.582)(R 0.544, F 0.620)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.309] [G acc: 0.156] 1879 [D loss: (0.568)(R 0.583, F 0.553)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.327] [G acc: 0.125] 1880 [D loss: (0.507)(R 0.444, F 0.571)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.419] [G acc: 0.062] 1881 [D loss: (0.437)(R 0.457, F 0.416)] [D acc: (0.805)(0.688, 0.922)] [G loss: 1.267] [G acc: 0.172] 1882 [D loss: (0.509)(R 0.479, F 0.539)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.334] [G acc: 0.125] 1883 [D loss: (0.592)(R 0.567, F 0.616)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.360] [G acc: 0.109] 1884 [D loss: (0.558)(R 0.624, F 0.492)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.228] [G acc: 0.141] 1885 [D loss: (0.632)(R 0.631, F 0.634)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.323] [G acc: 0.094] 1886 [D loss: (0.519)(R 0.562, F 0.476)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.171] [G acc: 0.203] 1887 [D loss: (0.513)(R 0.518, F 0.509)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.264] [G acc: 0.109] 1888 [D loss: (0.595)(R 0.555, F 0.636)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.324] [G acc: 0.062] 1889 [D loss: (0.512)(R 0.529, F 0.495)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.248] [G acc: 0.062] 1890 [D loss: (0.497)(R 0.492, F 0.503)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.328] [G acc: 0.125] 1891 [D loss: (0.598)(R 0.552, F 0.645)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.260] [G acc: 0.125] 1892 [D loss: (0.567)(R 0.607, F 0.526)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.242] [G acc: 0.156] 1893 [D loss: (0.481)(R 0.463, F 0.498)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.226] [G acc: 0.172] 1894 [D loss: (0.586)(R 0.580, F 0.592)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.348] [G acc: 0.094] 1895 [D loss: (0.586)(R 0.440, F 0.731)] [D acc: (0.711)(0.766, 0.656)] [G loss: 1.261] [G acc: 0.141] 1896 [D loss: (0.618)(R 0.689, F 0.547)] [D acc: (0.641)(0.531, 0.750)] [G loss: 1.351] [G acc: 0.062] 1897 [D loss: (0.560)(R 0.549, F 0.572)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.202] [G acc: 0.156] 1898 [D loss: (0.587)(R 0.640, F 0.535)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.281] [G acc: 0.141] 1899 [D loss: (0.587)(R 0.590, F 0.585)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.251] [G acc: 0.141] 1900 [D loss: (0.560)(R 0.510, F 0.609)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.248] [G acc: 0.141] 1901 [D loss: (0.544)(R 0.624, F 0.464)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.432] [G acc: 0.078] 1902 [D loss: (0.578)(R 0.562, F 0.594)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.357] [G acc: 0.125] 1903 [D loss: (0.545)(R 0.553, F 0.536)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.325] [G acc: 0.109] 1904 [D loss: (0.605)(R 0.660, F 0.550)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.323] [G acc: 0.141] 1905 [D loss: (0.556)(R 0.655, F 0.456)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.366] [G acc: 0.109] 1906 [D loss: (0.529)(R 0.561, F 0.496)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.193] [G acc: 0.141] 1907 [D loss: (0.524)(R 0.438, F 0.611)] [D acc: (0.766)(0.781, 0.750)] [G loss: 1.373] [G acc: 0.078] 1908 [D loss: (0.638)(R 0.678, F 0.598)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.312] [G acc: 0.094] 1909 [D loss: (0.563)(R 0.588, F 0.538)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.232] [G acc: 0.125] 1910 [D loss: (0.500)(R 0.450, F 0.550)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.366] [G acc: 0.031] 1911 [D loss: (0.524)(R 0.567, F 0.481)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.269] [G acc: 0.109] 1912 [D loss: (0.657)(R 0.572, F 0.743)] [D acc: (0.664)(0.656, 0.672)] [G loss: 1.386] [G acc: 0.125] 1913 [D loss: (0.519)(R 0.542, F 0.495)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.290] [G acc: 0.109] 1914 [D loss: (0.545)(R 0.539, F 0.552)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.310] [G acc: 0.062] 1915 [D loss: (0.578)(R 0.642, F 0.514)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.306] [G acc: 0.047] 1916 [D loss: (0.507)(R 0.468, F 0.546)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.282] [G acc: 0.094] 1917 [D loss: (0.537)(R 0.538, F 0.536)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.337] [G acc: 0.109] 1918 [D loss: (0.569)(R 0.568, F 0.571)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.269] [G acc: 0.078] 1919 [D loss: (0.556)(R 0.607, F 0.505)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.273] [G acc: 0.062] 1920 [D loss: (0.563)(R 0.542, F 0.584)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.214] [G acc: 0.156] 1921 [D loss: (0.566)(R 0.600, F 0.531)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.229] [G acc: 0.156] 1922 [D loss: (0.445)(R 0.438, F 0.452)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.284] [G acc: 0.141] 1923 [D loss: (0.486)(R 0.474, F 0.497)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.338] [G acc: 0.078] 1924 [D loss: (0.544)(R 0.585, F 0.503)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.260] [G acc: 0.141] 1925 [D loss: (0.511)(R 0.475, F 0.548)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.332] [G acc: 0.109] 1926 [D loss: (0.490)(R 0.418, F 0.563)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.329] [G acc: 0.047] 1927 [D loss: (0.551)(R 0.618, F 0.483)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.492] [G acc: 0.047] 1928 [D loss: (0.607)(R 0.623, F 0.590)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.373] [G acc: 0.125] 1929 [D loss: (0.646)(R 0.726, F 0.566)] [D acc: (0.617)(0.500, 0.734)] [G loss: 1.259] [G acc: 0.078] 1930 [D loss: (0.551)(R 0.457, F 0.644)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.237] [G acc: 0.109] 1931 [D loss: (0.521)(R 0.564, F 0.477)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.347] [G acc: 0.062] 1932 [D loss: (0.525)(R 0.524, F 0.526)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.291] [G acc: 0.125] 1933 [D loss: (0.605)(R 0.724, F 0.485)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.358] [G acc: 0.047] 1934 [D loss: (0.558)(R 0.440, F 0.676)] [D acc: (0.656)(0.703, 0.609)] [G loss: 1.317] [G acc: 0.094] 1935 [D loss: (0.536)(R 0.559, F 0.513)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.229] [G acc: 0.188] 1936 [D loss: (0.561)(R 0.488, F 0.634)] [D acc: (0.672)(0.703, 0.641)] [G loss: 1.279] [G acc: 0.156] 1937 [D loss: (0.488)(R 0.512, F 0.464)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.391] [G acc: 0.062] 1938 [D loss: (0.587)(R 0.595, F 0.579)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.415] [G acc: 0.062] 1939 [D loss: (0.546)(R 0.601, F 0.491)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.237] [G acc: 0.094] 1940 [D loss: (0.588)(R 0.588, F 0.587)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.324] [G acc: 0.047] 1941 [D loss: (0.602)(R 0.654, F 0.550)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.257] [G acc: 0.141] 1942 [D loss: (0.619)(R 0.587, F 0.651)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.172] [G acc: 0.188] 1943 [D loss: (0.536)(R 0.589, F 0.484)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.351] [G acc: 0.047] 1944 [D loss: (0.587)(R 0.625, F 0.548)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.303] [G acc: 0.047] 1945 [D loss: (0.532)(R 0.604, F 0.461)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.206] [G acc: 0.172] 1946 [D loss: (0.500)(R 0.494, F 0.507)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.310] [G acc: 0.156] 1947 [D loss: (0.501)(R 0.475, F 0.528)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.284] [G acc: 0.141] 1948 [D loss: (0.597)(R 0.539, F 0.654)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.258] [G acc: 0.094] 1949 [D loss: (0.521)(R 0.509, F 0.533)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.351] [G acc: 0.047] 1950 [D loss: (0.561)(R 0.588, F 0.533)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.218] [G acc: 0.172] 1951 [D loss: (0.578)(R 0.538, F 0.618)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.384] [G acc: 0.094] 1952 [D loss: (0.632)(R 0.760, F 0.505)] [D acc: (0.633)(0.484, 0.781)] [G loss: 1.298] [G acc: 0.078] 1953 [D loss: (0.513)(R 0.523, F 0.503)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.194] [G acc: 0.141] 1954 [D loss: (0.564)(R 0.667, F 0.461)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.285] [G acc: 0.156] 1955 [D loss: (0.661)(R 0.651, F 0.671)] [D acc: (0.617)(0.547, 0.688)] [G loss: 1.334] [G acc: 0.062] 1956 [D loss: (0.538)(R 0.548, F 0.528)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.228] [G acc: 0.188] 1957 [D loss: (0.628)(R 0.645, F 0.612)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.268] [G acc: 0.141] 1958 [D loss: (0.534)(R 0.620, F 0.448)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.454] [G acc: 0.125] 1959 [D loss: (0.571)(R 0.611, F 0.532)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.331] [G acc: 0.125] 1960 [D loss: (0.567)(R 0.559, F 0.574)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.182] [G acc: 0.156] 1961 [D loss: (0.633)(R 0.650, F 0.617)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.244] [G acc: 0.109] 1962 [D loss: (0.614)(R 0.648, F 0.579)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.203] [G acc: 0.078] 1963 [D loss: (0.555)(R 0.575, F 0.534)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.182] [G acc: 0.125] 1964 [D loss: (0.548)(R 0.520, F 0.576)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.145] [G acc: 0.078] 1965 [D loss: (0.515)(R 0.512, F 0.517)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.175] [G acc: 0.188] 1966 [D loss: (0.542)(R 0.517, F 0.567)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.234] [G acc: 0.125] 1967 [D loss: (0.532)(R 0.526, F 0.538)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.150] [G acc: 0.109] 1968 [D loss: (0.578)(R 0.519, F 0.638)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.238] [G acc: 0.109] 1969 [D loss: (0.622)(R 0.722, F 0.521)] [D acc: (0.641)(0.469, 0.812)] [G loss: 1.204] [G acc: 0.141] 1970 [D loss: (0.595)(R 0.599, F 0.592)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.170] [G acc: 0.109] 1971 [D loss: (0.558)(R 0.617, F 0.499)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.249] [G acc: 0.203] 1972 [D loss: (0.593)(R 0.676, F 0.509)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.191] [G acc: 0.156] 1973 [D loss: (0.635)(R 0.502, F 0.767)] [D acc: (0.680)(0.734, 0.625)] [G loss: 1.148] [G acc: 0.094] 1974 [D loss: (0.594)(R 0.646, F 0.541)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.178] [G acc: 0.094] 1975 [D loss: (0.580)(R 0.648, F 0.511)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.193] [G acc: 0.047] 1976 [D loss: (0.469)(R 0.467, F 0.472)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.292] [G acc: 0.109] 1977 [D loss: (0.548)(R 0.550, F 0.547)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.248] [G acc: 0.156] 1978 [D loss: (0.535)(R 0.515, F 0.556)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.344] [G acc: 0.172] 1979 [D loss: (0.470)(R 0.465, F 0.476)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.272] [G acc: 0.156] 1980 [D loss: (0.684)(R 0.733, F 0.634)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.320] [G acc: 0.141] 1981 [D loss: (0.532)(R 0.571, F 0.493)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.362] [G acc: 0.094] 1982 [D loss: (0.505)(R 0.439, F 0.571)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.274] [G acc: 0.047] 1983 [D loss: (0.546)(R 0.511, F 0.582)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.314] [G acc: 0.094] 1984 [D loss: (0.596)(R 0.630, F 0.562)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.363] [G acc: 0.125] 1985 [D loss: (0.564)(R 0.539, F 0.589)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.444] [G acc: 0.031] 1986 [D loss: (0.619)(R 0.721, F 0.517)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.220] [G acc: 0.109] 1987 [D loss: (0.567)(R 0.531, F 0.602)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.311] [G acc: 0.141] 1988 [D loss: (0.569)(R 0.604, F 0.534)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.300] [G acc: 0.141] 1989 [D loss: (0.603)(R 0.587, F 0.620)] [D acc: (0.633)(0.562, 0.703)] [G loss: 1.184] [G acc: 0.188] 1990 [D loss: (0.597)(R 0.475, F 0.720)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.172] [G acc: 0.109] 1991 [D loss: (0.551)(R 0.563, F 0.539)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.227] [G acc: 0.141] 1992 [D loss: (0.573)(R 0.640, F 0.506)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.233] [G acc: 0.141] 1993 [D loss: (0.606)(R 0.673, F 0.540)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.131] [G acc: 0.156] 1994 [D loss: (0.539)(R 0.456, F 0.621)] [D acc: (0.781)(0.797, 0.766)] [G loss: 1.249] [G acc: 0.125] 1995 [D loss: (0.605)(R 0.627, F 0.584)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.232] [G acc: 0.109] 1996 [D loss: (0.560)(R 0.647, F 0.473)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.377] [G acc: 0.078] 1997 [D loss: (0.572)(R 0.523, F 0.622)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.306] [G acc: 0.141] 1998 [D loss: (0.522)(R 0.556, F 0.488)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.372] [G acc: 0.078] 1999 [D loss: (0.557)(R 0.561, F 0.552)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.299] [G acc: 0.109] 2000 [D loss: (0.509)(R 0.515, F 0.503)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.440] [G acc: 0.109] 2001 [D loss: (0.578)(R 0.535, F 0.621)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.438] [G acc: 0.094] 2002 [D loss: (0.612)(R 0.602, F 0.622)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.227] [G acc: 0.078] 2003 [D loss: (0.504)(R 0.558, F 0.450)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.311] [G acc: 0.125] 2004 [D loss: (0.530)(R 0.561, F 0.499)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.241] [G acc: 0.094] 2005 [D loss: (0.577)(R 0.480, F 0.673)] [D acc: (0.711)(0.734, 0.688)] [G loss: 1.359] [G acc: 0.094] 2006 [D loss: (0.533)(R 0.496, F 0.569)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.388] [G acc: 0.125] 2007 [D loss: (0.520)(R 0.555, F 0.485)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.332] [G acc: 0.062] 2008 [D loss: (0.540)(R 0.607, F 0.473)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.451] [G acc: 0.078] 2009 [D loss: (0.533)(R 0.558, F 0.509)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.464] [G acc: 0.094] 2010 [D loss: (0.545)(R 0.530, F 0.560)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.383] [G acc: 0.094] 2011 [D loss: (0.694)(R 0.622, F 0.767)] [D acc: (0.664)(0.641, 0.688)] [G loss: 1.294] [G acc: 0.062] 2012 [D loss: (0.572)(R 0.641, F 0.503)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.273] [G acc: 0.094] 2013 [D loss: (0.432)(R 0.395, F 0.469)] [D acc: (0.805)(0.812, 0.797)] [G loss: 1.204] [G acc: 0.094] 2014 [D loss: (0.562)(R 0.610, F 0.514)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.383] [G acc: 0.109] 2015 [D loss: (0.513)(R 0.470, F 0.557)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.413] [G acc: 0.094] 2016 [D loss: (0.534)(R 0.435, F 0.633)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.310] [G acc: 0.078] 2017 [D loss: (0.549)(R 0.631, F 0.467)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.183] [G acc: 0.141] 2018 [D loss: (0.588)(R 0.526, F 0.651)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.259] [G acc: 0.094] 2019 [D loss: (0.610)(R 0.684, F 0.536)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.307] [G acc: 0.094] 2020 [D loss: (0.557)(R 0.589, F 0.526)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.135] [G acc: 0.156] 2021 [D loss: (0.612)(R 0.583, F 0.642)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.198] [G acc: 0.094] 2022 [D loss: (0.595)(R 0.542, F 0.648)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.239] [G acc: 0.141] 2023 [D loss: (0.476)(R 0.504, F 0.448)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.286] [G acc: 0.109] 2024 [D loss: (0.559)(R 0.502, F 0.617)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.278] [G acc: 0.078] 2025 [D loss: (0.548)(R 0.526, F 0.570)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.313] [G acc: 0.094] 2026 [D loss: (0.618)(R 0.614, F 0.622)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.366] [G acc: 0.078] 2027 [D loss: (0.604)(R 0.638, F 0.571)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.357] [G acc: 0.031] 2028 [D loss: (0.587)(R 0.628, F 0.546)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.334] [G acc: 0.031] 2029 [D loss: (0.605)(R 0.661, F 0.548)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.250] [G acc: 0.109] 2030 [D loss: (0.553)(R 0.577, F 0.529)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.273] [G acc: 0.172] 2031 [D loss: (0.522)(R 0.568, F 0.475)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.194] [G acc: 0.172] 2032 [D loss: (0.580)(R 0.616, F 0.543)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.198] [G acc: 0.141] 2033 [D loss: (0.626)(R 0.646, F 0.607)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.159] [G acc: 0.172] 2034 [D loss: (0.474)(R 0.471, F 0.476)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.126] [G acc: 0.188] 2035 [D loss: (0.641)(R 0.563, F 0.719)] [D acc: (0.625)(0.641, 0.609)] [G loss: 1.434] [G acc: 0.062] 2036 [D loss: (0.565)(R 0.644, F 0.485)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.274] [G acc: 0.094] 2037 [D loss: (0.507)(R 0.501, F 0.513)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.426] [G acc: 0.031] 2038 [D loss: (0.554)(R 0.564, F 0.544)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.316] [G acc: 0.141] 2039 [D loss: (0.507)(R 0.525, F 0.489)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.354] [G acc: 0.094] 2040 [D loss: (0.576)(R 0.579, F 0.574)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.333] [G acc: 0.125] 2041 [D loss: (0.552)(R 0.567, F 0.537)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.080] [G acc: 0.172] 2042 [D loss: (0.541)(R 0.524, F 0.558)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.343] [G acc: 0.047] 2043 [D loss: (0.588)(R 0.536, F 0.641)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.391] [G acc: 0.016] 2044 [D loss: (0.484)(R 0.479, F 0.489)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.215] [G acc: 0.125] 2045 [D loss: (0.544)(R 0.555, F 0.534)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.314] [G acc: 0.047] 2046 [D loss: (0.431)(R 0.430, F 0.432)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.300] [G acc: 0.094] 2047 [D loss: (0.533)(R 0.497, F 0.569)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.368] [G acc: 0.125] 2048 [D loss: (0.513)(R 0.476, F 0.550)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.316] [G acc: 0.078] 2049 [D loss: (0.516)(R 0.510, F 0.522)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.294] [G acc: 0.078] 2050 [D loss: (0.592)(R 0.584, F 0.600)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.309] [G acc: 0.031] 2051 [D loss: (0.531)(R 0.514, F 0.549)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.284] [G acc: 0.156] 2052 [D loss: (0.548)(R 0.499, F 0.596)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.355] [G acc: 0.047] 2053 [D loss: (0.602)(R 0.591, F 0.613)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.224] [G acc: 0.188] 2054 [D loss: (0.520)(R 0.639, F 0.402)] [D acc: (0.773)(0.609, 0.938)] [G loss: 1.415] [G acc: 0.031] 2055 [D loss: (0.590)(R 0.632, F 0.548)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.222] [G acc: 0.172] 2056 [D loss: (0.493)(R 0.497, F 0.489)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.340] [G acc: 0.109] 2057 [D loss: (0.573)(R 0.453, F 0.693)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.218] [G acc: 0.188] 2058 [D loss: (0.618)(R 0.612, F 0.625)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.302] [G acc: 0.047] 2059 [D loss: (0.550)(R 0.562, F 0.537)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.333] [G acc: 0.156] 2060 [D loss: (0.491)(R 0.476, F 0.506)] [D acc: (0.820)(0.781, 0.859)] [G loss: 1.314] [G acc: 0.188] 2061 [D loss: (0.531)(R 0.525, F 0.538)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.432] [G acc: 0.125] 2062 [D loss: (0.524)(R 0.583, F 0.465)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.454] [G acc: 0.062] 2063 [D loss: (0.580)(R 0.506, F 0.654)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.504] [G acc: 0.078] 2064 [D loss: (0.540)(R 0.562, F 0.518)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.414] [G acc: 0.109] 2065 [D loss: (0.516)(R 0.540, F 0.492)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.320] [G acc: 0.109] 2066 [D loss: (0.468)(R 0.458, F 0.478)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.417] [G acc: 0.047] 2067 [D loss: (0.488)(R 0.459, F 0.518)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.523] [G acc: 0.141] 2068 [D loss: (0.534)(R 0.496, F 0.572)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.462] [G acc: 0.109] 2069 [D loss: (0.568)(R 0.674, F 0.463)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.461] [G acc: 0.078] 2070 [D loss: (0.557)(R 0.654, F 0.460)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.436] [G acc: 0.109] 2071 [D loss: (0.668)(R 0.673, F 0.663)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.460] [G acc: 0.078] 2072 [D loss: (0.545)(R 0.604, F 0.487)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.323] [G acc: 0.172] 2073 [D loss: (0.604)(R 0.511, F 0.697)] [D acc: (0.703)(0.750, 0.656)] [G loss: 1.392] [G acc: 0.125] 2074 [D loss: (0.529)(R 0.530, F 0.528)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.661] [G acc: 0.141] 2075 [D loss: (0.663)(R 0.760, F 0.566)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.231] [G acc: 0.172] 2076 [D loss: (0.503)(R 0.541, F 0.464)] [D acc: (0.812)(0.719, 0.906)] [G loss: 1.354] [G acc: 0.047] 2077 [D loss: (0.536)(R 0.522, F 0.550)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.360] [G acc: 0.188] 2078 [D loss: (0.506)(R 0.567, F 0.445)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.301] [G acc: 0.109] 2079 [D loss: (0.593)(R 0.594, F 0.592)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.317] [G acc: 0.109] 2080 [D loss: (0.534)(R 0.568, F 0.499)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.187] [G acc: 0.203] 2081 [D loss: (0.499)(R 0.494, F 0.505)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.420] [G acc: 0.031] 2082 [D loss: (0.528)(R 0.549, F 0.507)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.246] [G acc: 0.156] 2083 [D loss: (0.604)(R 0.523, F 0.684)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.395] [G acc: 0.094] 2084 [D loss: (0.494)(R 0.553, F 0.435)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.282] [G acc: 0.094] 2085 [D loss: (0.608)(R 0.617, F 0.599)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.245] [G acc: 0.141] 2086 [D loss: (0.610)(R 0.595, F 0.624)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.362] [G acc: 0.047] 2087 [D loss: (0.501)(R 0.553, F 0.449)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.310] [G acc: 0.141] 2088 [D loss: (0.535)(R 0.566, F 0.504)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.199] [G acc: 0.125] 2089 [D loss: (0.483)(R 0.560, F 0.406)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.221] [G acc: 0.188] 2090 [D loss: (0.516)(R 0.386, F 0.646)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.339] [G acc: 0.125] 2091 [D loss: (0.524)(R 0.566, F 0.482)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.379] [G acc: 0.094] 2092 [D loss: (0.573)(R 0.545, F 0.601)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.431] [G acc: 0.078] 2093 [D loss: (0.531)(R 0.641, F 0.421)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.370] [G acc: 0.078] 2094 [D loss: (0.502)(R 0.463, F 0.540)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.410] [G acc: 0.141] 2095 [D loss: (0.518)(R 0.532, F 0.503)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.300] [G acc: 0.172] 2096 [D loss: (0.489)(R 0.465, F 0.512)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.467] [G acc: 0.094] 2097 [D loss: (0.564)(R 0.662, F 0.466)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.444] [G acc: 0.094] 2098 [D loss: (0.483)(R 0.471, F 0.495)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.429] [G acc: 0.109] 2099 [D loss: (0.586)(R 0.618, F 0.553)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.480] [G acc: 0.094] 2100 [D loss: (0.538)(R 0.505, F 0.570)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.483] [G acc: 0.062] 2101 [D loss: (0.581)(R 0.627, F 0.536)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.376] [G acc: 0.141] 2102 [D loss: (0.526)(R 0.485, F 0.566)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.438] [G acc: 0.078] 2103 [D loss: (0.657)(R 0.739, F 0.575)] [D acc: (0.602)(0.469, 0.734)] [G loss: 1.256] [G acc: 0.094] 2104 [D loss: (0.510)(R 0.525, F 0.494)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.234] [G acc: 0.094] 2105 [D loss: (0.545)(R 0.497, F 0.593)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.364] [G acc: 0.109] 2106 [D loss: (0.527)(R 0.596, F 0.457)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.444] [G acc: 0.078] 2107 [D loss: (0.555)(R 0.589, F 0.520)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.223] [G acc: 0.156] 2108 [D loss: (0.508)(R 0.453, F 0.563)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.361] [G acc: 0.125] 2109 [D loss: (0.476)(R 0.462, F 0.490)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.303] [G acc: 0.109] 2110 [D loss: (0.538)(R 0.441, F 0.635)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.528] [G acc: 0.125] 2111 [D loss: (0.562)(R 0.592, F 0.533)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.436] [G acc: 0.078] 2112 [D loss: (0.521)(R 0.558, F 0.484)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.403] [G acc: 0.047] 2113 [D loss: (0.573)(R 0.522, F 0.623)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.330] [G acc: 0.109] 2114 [D loss: (0.595)(R 0.538, F 0.651)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.490] [G acc: 0.047] 2115 [D loss: (0.600)(R 0.709, F 0.490)] [D acc: (0.672)(0.531, 0.812)] [G loss: 1.368] [G acc: 0.094] 2116 [D loss: (0.465)(R 0.506, F 0.425)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.313] [G acc: 0.078] 2117 [D loss: (0.515)(R 0.432, F 0.599)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.426] [G acc: 0.078] 2118 [D loss: (0.556)(R 0.459, F 0.652)] [D acc: (0.734)(0.766, 0.703)] [G loss: 1.389] [G acc: 0.109] 2119 [D loss: (0.537)(R 0.640, F 0.434)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.326] [G acc: 0.156] 2120 [D loss: (0.569)(R 0.503, F 0.634)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.434] [G acc: 0.094] 2121 [D loss: (0.596)(R 0.551, F 0.642)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.356] [G acc: 0.062] 2122 [D loss: (0.623)(R 0.789, F 0.458)] [D acc: (0.664)(0.484, 0.844)] [G loss: 1.364] [G acc: 0.109] 2123 [D loss: (0.462)(R 0.474, F 0.450)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.437] [G acc: 0.109] 2124 [D loss: (0.628)(R 0.601, F 0.655)] [D acc: (0.641)(0.562, 0.719)] [G loss: 1.368] [G acc: 0.094] 2125 [D loss: (0.484)(R 0.538, F 0.431)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.419] [G acc: 0.125] 2126 [D loss: (0.502)(R 0.466, F 0.538)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.549] [G acc: 0.078] 2127 [D loss: (0.479)(R 0.537, F 0.420)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.599] [G acc: 0.094] 2128 [D loss: (0.676)(R 0.631, F 0.721)] [D acc: (0.641)(0.656, 0.625)] [G loss: 1.455] [G acc: 0.078] 2129 [D loss: (0.503)(R 0.560, F 0.445)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.328] [G acc: 0.078] 2130 [D loss: (0.539)(R 0.632, F 0.446)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.406] [G acc: 0.109] 2131 [D loss: (0.585)(R 0.568, F 0.601)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.404] [G acc: 0.078] 2132 [D loss: (0.602)(R 0.704, F 0.499)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.396] [G acc: 0.078] 2133 [D loss: (0.501)(R 0.531, F 0.471)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.287] [G acc: 0.141] 2134 [D loss: (0.565)(R 0.504, F 0.626)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.297] [G acc: 0.109] 2135 [D loss: (0.547)(R 0.494, F 0.601)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.404] [G acc: 0.062] 2136 [D loss: (0.614)(R 0.554, F 0.674)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.361] [G acc: 0.141] 2137 [D loss: (0.634)(R 0.655, F 0.614)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.377] [G acc: 0.094] 2138 [D loss: (0.552)(R 0.522, F 0.583)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.410] [G acc: 0.094] 2139 [D loss: (0.492)(R 0.486, F 0.498)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.387] [G acc: 0.094] 2140 [D loss: (0.527)(R 0.524, F 0.530)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.452] [G acc: 0.109] 2141 [D loss: (0.546)(R 0.534, F 0.558)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.285] [G acc: 0.156] 2142 [D loss: (0.554)(R 0.597, F 0.512)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.464] [G acc: 0.109] 2143 [D loss: (0.539)(R 0.575, F 0.503)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.411] [G acc: 0.094] 2144 [D loss: (0.489)(R 0.449, F 0.528)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.439] [G acc: 0.062] 2145 [D loss: (0.576)(R 0.694, F 0.459)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.370] [G acc: 0.125] 2146 [D loss: (0.585)(R 0.577, F 0.592)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.326] [G acc: 0.094] 2147 [D loss: (0.533)(R 0.604, F 0.462)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.312] [G acc: 0.094] 2148 [D loss: (0.488)(R 0.481, F 0.495)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.341] [G acc: 0.172] 2149 [D loss: (0.532)(R 0.567, F 0.496)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.386] [G acc: 0.172] 2150 [D loss: (0.531)(R 0.494, F 0.568)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.407] [G acc: 0.078] 2151 [D loss: (0.596)(R 0.579, F 0.612)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.451] [G acc: 0.078] 2152 [D loss: (0.577)(R 0.598, F 0.556)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.377] [G acc: 0.094] 2153 [D loss: (0.472)(R 0.541, F 0.403)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.467] [G acc: 0.109] 2154 [D loss: (0.604)(R 0.591, F 0.618)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.393] [G acc: 0.094] 2155 [D loss: (0.503)(R 0.478, F 0.528)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.327] [G acc: 0.172] 2156 [D loss: (0.505)(R 0.537, F 0.473)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.312] [G acc: 0.188] 2157 [D loss: (0.648)(R 0.576, F 0.720)] [D acc: (0.641)(0.609, 0.672)] [G loss: 1.296] [G acc: 0.109] 2158 [D loss: (0.530)(R 0.554, F 0.505)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.424] [G acc: 0.141] 2159 [D loss: (0.492)(R 0.524, F 0.459)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.411] [G acc: 0.062] 2160 [D loss: (0.487)(R 0.481, F 0.492)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.454] [G acc: 0.078] 2161 [D loss: (0.464)(R 0.468, F 0.460)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.492] [G acc: 0.109] 2162 [D loss: (0.612)(R 0.614, F 0.610)] [D acc: (0.633)(0.609, 0.656)] [G loss: 1.453] [G acc: 0.141] 2163 [D loss: (0.617)(R 0.773, F 0.462)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.415] [G acc: 0.109] 2164 [D loss: (0.532)(R 0.427, F 0.637)] [D acc: (0.695)(0.734, 0.656)] [G loss: 1.420] [G acc: 0.125] 2165 [D loss: (0.587)(R 0.573, F 0.602)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.407] [G acc: 0.125] 2166 [D loss: (0.608)(R 0.718, F 0.497)] [D acc: (0.648)(0.516, 0.781)] [G loss: 1.294] [G acc: 0.109] 2167 [D loss: (0.610)(R 0.604, F 0.616)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.316] [G acc: 0.094] 2168 [D loss: (0.559)(R 0.546, F 0.572)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.444] [G acc: 0.125] 2169 [D loss: (0.545)(R 0.603, F 0.488)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.383] [G acc: 0.016] 2170 [D loss: (0.556)(R 0.612, F 0.500)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.303] [G acc: 0.078] 2171 [D loss: (0.638)(R 0.569, F 0.707)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.477] [G acc: 0.062] 2172 [D loss: (0.582)(R 0.692, F 0.471)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.241] [G acc: 0.109] 2173 [D loss: (0.520)(R 0.558, F 0.482)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.323] [G acc: 0.141] 2174 [D loss: (0.571)(R 0.532, F 0.610)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.325] [G acc: 0.094] 2175 [D loss: (0.639)(R 0.678, F 0.601)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.272] [G acc: 0.125] 2176 [D loss: (0.632)(R 0.649, F 0.615)] [D acc: (0.617)(0.594, 0.641)] [G loss: 1.343] [G acc: 0.109] 2177 [D loss: (0.545)(R 0.621, F 0.470)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.182] [G acc: 0.219] 2178 [D loss: (0.602)(R 0.579, F 0.625)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.375] [G acc: 0.047] 2179 [D loss: (0.622)(R 0.700, F 0.545)] [D acc: (0.656)(0.531, 0.781)] [G loss: 1.249] [G acc: 0.109] 2180 [D loss: (0.581)(R 0.554, F 0.608)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.291] [G acc: 0.141] 2181 [D loss: (0.465)(R 0.442, F 0.488)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.391] [G acc: 0.062] 2182 [D loss: (0.605)(R 0.587, F 0.624)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.315] [G acc: 0.078] 2183 [D loss: (0.580)(R 0.651, F 0.509)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.267] [G acc: 0.094] 2184 [D loss: (0.581)(R 0.579, F 0.583)] [D acc: (0.648)(0.578, 0.719)] [G loss: 1.278] [G acc: 0.094] 2185 [D loss: (0.554)(R 0.599, F 0.509)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.174] [G acc: 0.125] 2186 [D loss: (0.541)(R 0.588, F 0.494)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.276] [G acc: 0.125] 2187 [D loss: (0.648)(R 0.590, F 0.706)] [D acc: (0.664)(0.672, 0.656)] [G loss: 1.328] [G acc: 0.156] 2188 [D loss: (0.541)(R 0.590, F 0.493)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.278] [G acc: 0.109] 2189 [D loss: (0.569)(R 0.569, F 0.569)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.248] [G acc: 0.156] 2190 [D loss: (0.551)(R 0.559, F 0.544)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.257] [G acc: 0.141] 2191 [D loss: (0.535)(R 0.449, F 0.621)] [D acc: (0.711)(0.734, 0.688)] [G loss: 1.209] [G acc: 0.156] 2192 [D loss: (0.575)(R 0.472, F 0.678)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.332] [G acc: 0.078] 2193 [D loss: (0.603)(R 0.666, F 0.539)] [D acc: (0.633)(0.500, 0.766)] [G loss: 1.284] [G acc: 0.078] 2194 [D loss: (0.505)(R 0.522, F 0.489)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.263] [G acc: 0.094] 2195 [D loss: (0.576)(R 0.528, F 0.624)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.443] [G acc: 0.109] 2196 [D loss: (0.561)(R 0.605, F 0.516)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.167] [G acc: 0.141] 2197 [D loss: (0.517)(R 0.473, F 0.562)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.223] [G acc: 0.172] 2198 [D loss: (0.556)(R 0.472, F 0.640)] [D acc: (0.742)(0.781, 0.703)] [G loss: 1.369] [G acc: 0.125] 2199 [D loss: (0.571)(R 0.576, F 0.566)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.262] [G acc: 0.078] 2200 [D loss: (0.536)(R 0.649, F 0.424)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.241] [G acc: 0.109] 2201 [D loss: (0.555)(R 0.492, F 0.619)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.270] [G acc: 0.125] 2202 [D loss: (0.537)(R 0.615, F 0.459)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.277] [G acc: 0.125] 2203 [D loss: (0.538)(R 0.435, F 0.642)] [D acc: (0.727)(0.781, 0.672)] [G loss: 1.289] [G acc: 0.141] 2204 [D loss: (0.586)(R 0.544, F 0.627)] [D acc: (0.672)(0.703, 0.641)] [G loss: 1.274] [G acc: 0.219] 2205 [D loss: (0.478)(R 0.496, F 0.461)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.399] [G acc: 0.094] 2206 [D loss: (0.595)(R 0.602, F 0.588)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.336] [G acc: 0.109] 2207 [D loss: (0.527)(R 0.548, F 0.506)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.410] [G acc: 0.062] 2208 [D loss: (0.558)(R 0.620, F 0.497)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.190] [G acc: 0.141] 2209 [D loss: (0.573)(R 0.581, F 0.564)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.252] [G acc: 0.078] 2210 [D loss: (0.569)(R 0.604, F 0.535)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.220] [G acc: 0.172] 2211 [D loss: (0.544)(R 0.527, F 0.560)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.131] [G acc: 0.156] 2212 [D loss: (0.565)(R 0.537, F 0.594)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.157] [G acc: 0.172] 2213 [D loss: (0.539)(R 0.547, F 0.532)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.171] [G acc: 0.141] 2214 [D loss: (0.527)(R 0.511, F 0.543)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.233] [G acc: 0.141] 2215 [D loss: (0.540)(R 0.522, F 0.558)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.248] [G acc: 0.141] 2216 [D loss: (0.504)(R 0.488, F 0.521)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.328] [G acc: 0.109] 2217 [D loss: (0.513)(R 0.582, F 0.445)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.403] [G acc: 0.062] 2218 [D loss: (0.509)(R 0.477, F 0.540)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.271] [G acc: 0.125] 2219 [D loss: (0.506)(R 0.571, F 0.442)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.338] [G acc: 0.156] 2220 [D loss: (0.614)(R 0.618, F 0.609)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.273] [G acc: 0.172] 2221 [D loss: (0.531)(R 0.518, F 0.544)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.294] [G acc: 0.094] 2222 [D loss: (0.583)(R 0.558, F 0.608)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.381] [G acc: 0.094] 2223 [D loss: (0.517)(R 0.540, F 0.493)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.275] [G acc: 0.125] 2224 [D loss: (0.495)(R 0.437, F 0.553)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.431] [G acc: 0.062] 2225 [D loss: (0.563)(R 0.577, F 0.549)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.446] [G acc: 0.062] 2226 [D loss: (0.625)(R 0.546, F 0.703)] [D acc: (0.656)(0.656, 0.656)] [G loss: 1.470] [G acc: 0.047] 2227 [D loss: (0.564)(R 0.655, F 0.473)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.341] [G acc: 0.094] 2228 [D loss: (0.489)(R 0.510, F 0.469)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.339] [G acc: 0.203] 2229 [D loss: (0.520)(R 0.575, F 0.465)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.433] [G acc: 0.094] 2230 [D loss: (0.592)(R 0.631, F 0.553)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.346] [G acc: 0.078] 2231 [D loss: (0.547)(R 0.586, F 0.508)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.359] [G acc: 0.125] 2232 [D loss: (0.551)(R 0.669, F 0.432)] [D acc: (0.719)(0.562, 0.875)] [G loss: 1.452] [G acc: 0.094] 2233 [D loss: (0.606)(R 0.532, F 0.680)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.347] [G acc: 0.141] 2234 [D loss: (0.526)(R 0.523, F 0.530)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.284] [G acc: 0.109] 2235 [D loss: (0.523)(R 0.464, F 0.582)] [D acc: (0.727)(0.781, 0.672)] [G loss: 1.400] [G acc: 0.031] 2236 [D loss: (0.604)(R 0.647, F 0.561)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.263] [G acc: 0.094] 2237 [D loss: (0.586)(R 0.610, F 0.561)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.151] [G acc: 0.141] 2238 [D loss: (0.523)(R 0.539, F 0.506)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.171] [G acc: 0.109] 2239 [D loss: (0.554)(R 0.566, F 0.542)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.175] [G acc: 0.188] 2240 [D loss: (0.564)(R 0.555, F 0.573)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.323] [G acc: 0.062] 2241 [D loss: (0.653)(R 0.732, F 0.574)] [D acc: (0.609)(0.469, 0.750)] [G loss: 1.343] [G acc: 0.062] 2242 [D loss: (0.539)(R 0.590, F 0.488)] [D acc: (0.703)(0.547, 0.859)] [G loss: 1.315] [G acc: 0.109] 2243 [D loss: (0.441)(R 0.417, F 0.465)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.215] [G acc: 0.141] 2244 [D loss: (0.542)(R 0.512, F 0.572)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.315] [G acc: 0.109] 2245 [D loss: (0.532)(R 0.504, F 0.559)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.252] [G acc: 0.141] 2246 [D loss: (0.496)(R 0.474, F 0.517)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.350] [G acc: 0.078] 2247 [D loss: (0.502)(R 0.486, F 0.518)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.380] [G acc: 0.078] 2248 [D loss: (0.549)(R 0.508, F 0.591)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.515] [G acc: 0.062] 2249 [D loss: (0.548)(R 0.588, F 0.508)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.359] [G acc: 0.094] 2250 [D loss: (0.567)(R 0.504, F 0.630)] [D acc: (0.711)(0.734, 0.688)] [G loss: 1.277] [G acc: 0.188] 2251 [D loss: (0.499)(R 0.574, F 0.425)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.294] [G acc: 0.141] 2252 [D loss: (0.547)(R 0.425, F 0.668)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.433] [G acc: 0.031] 2253 [D loss: (0.572)(R 0.639, F 0.504)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.267] [G acc: 0.125] 2254 [D loss: (0.526)(R 0.575, F 0.478)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.272] [G acc: 0.094] 2255 [D loss: (0.577)(R 0.615, F 0.540)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.233] [G acc: 0.109] 2256 [D loss: (0.587)(R 0.488, F 0.687)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.306] [G acc: 0.094] 2257 [D loss: (0.550)(R 0.657, F 0.442)] [D acc: (0.680)(0.516, 0.844)] [G loss: 1.156] [G acc: 0.172] 2258 [D loss: (0.595)(R 0.567, F 0.624)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.214] [G acc: 0.094] 2259 [D loss: (0.491)(R 0.532, F 0.450)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.216] [G acc: 0.109] 2260 [D loss: (0.528)(R 0.518, F 0.537)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.348] [G acc: 0.047] 2261 [D loss: (0.574)(R 0.548, F 0.599)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.324] [G acc: 0.125] 2262 [D loss: (0.478)(R 0.483, F 0.473)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.256] [G acc: 0.125] 2263 [D loss: (0.598)(R 0.472, F 0.724)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.354] [G acc: 0.078] 2264 [D loss: (0.560)(R 0.596, F 0.524)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.295] [G acc: 0.156] 2265 [D loss: (0.506)(R 0.517, F 0.495)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.330] [G acc: 0.125] 2266 [D loss: (0.543)(R 0.633, F 0.453)] [D acc: (0.773)(0.625, 0.922)] [G loss: 1.367] [G acc: 0.109] 2267 [D loss: (0.505)(R 0.431, F 0.578)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.454] [G acc: 0.047] 2268 [D loss: (0.607)(R 0.683, F 0.530)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.459] [G acc: 0.047] 2269 [D loss: (0.564)(R 0.590, F 0.538)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.300] [G acc: 0.141] 2270 [D loss: (0.534)(R 0.597, F 0.471)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.296] [G acc: 0.125] 2271 [D loss: (0.599)(R 0.573, F 0.624)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.270] [G acc: 0.109] 2272 [D loss: (0.516)(R 0.586, F 0.446)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.256] [G acc: 0.125] 2273 [D loss: (0.499)(R 0.458, F 0.539)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.395] [G acc: 0.094] 2274 [D loss: (0.564)(R 0.484, F 0.645)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.254] [G acc: 0.156] 2275 [D loss: (0.540)(R 0.600, F 0.480)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.371] [G acc: 0.078] 2276 [D loss: (0.478)(R 0.456, F 0.501)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.234] [G acc: 0.094] 2277 [D loss: (0.537)(R 0.525, F 0.549)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.265] [G acc: 0.141] 2278 [D loss: (0.509)(R 0.544, F 0.474)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.541] [G acc: 0.047] 2279 [D loss: (0.516)(R 0.564, F 0.467)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.300] [G acc: 0.125] 2280 [D loss: (0.585)(R 0.539, F 0.631)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.555] [G acc: 0.047] 2281 [D loss: (0.493)(R 0.569, F 0.417)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.360] [G acc: 0.078] 2282 [D loss: (0.549)(R 0.494, F 0.604)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.318] [G acc: 0.078] 2283 [D loss: (0.485)(R 0.537, F 0.434)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.378] [G acc: 0.125] 2284 [D loss: (0.593)(R 0.436, F 0.750)] [D acc: (0.680)(0.719, 0.641)] [G loss: 1.422] [G acc: 0.094] 2285 [D loss: (0.431)(R 0.440, F 0.422)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.519] [G acc: 0.062] 2286 [D loss: (0.533)(R 0.604, F 0.462)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.358] [G acc: 0.125] 2287 [D loss: (0.540)(R 0.471, F 0.610)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.523] [G acc: 0.047] 2288 [D loss: (0.505)(R 0.494, F 0.515)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.421] [G acc: 0.156] 2289 [D loss: (0.581)(R 0.566, F 0.596)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.412] [G acc: 0.062] 2290 [D loss: (0.639)(R 0.645, F 0.632)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.241] [G acc: 0.109] 2291 [D loss: (0.580)(R 0.632, F 0.527)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.310] [G acc: 0.094] 2292 [D loss: (0.518)(R 0.537, F 0.499)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.370] [G acc: 0.062] 2293 [D loss: (0.577)(R 0.617, F 0.537)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.382] [G acc: 0.078] 2294 [D loss: (0.540)(R 0.564, F 0.516)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.313] [G acc: 0.109] 2295 [D loss: (0.499)(R 0.490, F 0.507)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.371] [G acc: 0.125] 2296 [D loss: (0.549)(R 0.583, F 0.516)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.357] [G acc: 0.156] 2297 [D loss: (0.476)(R 0.436, F 0.516)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.466] [G acc: 0.094] 2298 [D loss: (0.549)(R 0.488, F 0.611)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.445] [G acc: 0.062] 2299 [D loss: (0.512)(R 0.599, F 0.426)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.473] [G acc: 0.078] 2300 [D loss: (0.525)(R 0.543, F 0.506)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.430] [G acc: 0.125] 2301 [D loss: (0.489)(R 0.557, F 0.421)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.538] [G acc: 0.078] 2302 [D loss: (0.486)(R 0.562, F 0.410)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.361] [G acc: 0.109] 2303 [D loss: (0.631)(R 0.466, F 0.796)] [D acc: (0.695)(0.750, 0.641)] [G loss: 1.432] [G acc: 0.125] 2304 [D loss: (0.509)(R 0.555, F 0.464)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.352] [G acc: 0.141] 2305 [D loss: (0.627)(R 0.683, F 0.571)] [D acc: (0.664)(0.516, 0.812)] [G loss: 1.360] [G acc: 0.078] 2306 [D loss: (0.529)(R 0.557, F 0.502)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.484] [G acc: 0.062] 2307 [D loss: (0.569)(R 0.685, F 0.453)] [D acc: (0.664)(0.516, 0.812)] [G loss: 1.351] [G acc: 0.156] 2308 [D loss: (0.521)(R 0.546, F 0.495)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.251] [G acc: 0.156] 2309 [D loss: (0.518)(R 0.545, F 0.491)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.364] [G acc: 0.125] 2310 [D loss: (0.574)(R 0.552, F 0.597)] [D acc: (0.680)(0.688, 0.672)] [G loss: 1.452] [G acc: 0.078] 2311 [D loss: (0.541)(R 0.575, F 0.507)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.299] [G acc: 0.156] 2312 [D loss: (0.553)(R 0.621, F 0.486)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.174] [G acc: 0.125] 2313 [D loss: (0.496)(R 0.432, F 0.560)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.336] [G acc: 0.156] 2314 [D loss: (0.535)(R 0.566, F 0.504)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.297] [G acc: 0.141] 2315 [D loss: (0.469)(R 0.466, F 0.472)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.274] [G acc: 0.094] 2316 [D loss: (0.506)(R 0.494, F 0.517)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.331] [G acc: 0.078] 2317 [D loss: (0.542)(R 0.588, F 0.497)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.349] [G acc: 0.094] 2318 [D loss: (0.486)(R 0.505, F 0.467)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.276] [G acc: 0.188] 2319 [D loss: (0.604)(R 0.558, F 0.651)] [D acc: (0.664)(0.672, 0.656)] [G loss: 1.355] [G acc: 0.078] 2320 [D loss: (0.552)(R 0.648, F 0.456)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.348] [G acc: 0.125] 2321 [D loss: (0.529)(R 0.547, F 0.512)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.418] [G acc: 0.125] 2322 [D loss: (0.667)(R 0.602, F 0.732)] [D acc: (0.648)(0.578, 0.719)] [G loss: 1.363] [G acc: 0.078] 2323 [D loss: (0.524)(R 0.625, F 0.424)] [D acc: (0.758)(0.594, 0.922)] [G loss: 1.391] [G acc: 0.078] 2324 [D loss: (0.530)(R 0.493, F 0.567)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.310] [G acc: 0.094] 2325 [D loss: (0.497)(R 0.462, F 0.533)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.341] [G acc: 0.109] 2326 [D loss: (0.533)(R 0.558, F 0.507)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.531] [G acc: 0.078] 2327 [D loss: (0.490)(R 0.482, F 0.498)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.452] [G acc: 0.047] 2328 [D loss: (0.520)(R 0.529, F 0.511)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.396] [G acc: 0.094] 2329 [D loss: (0.506)(R 0.405, F 0.607)] [D acc: (0.742)(0.781, 0.703)] [G loss: 1.480] [G acc: 0.062] 2330 [D loss: (0.508)(R 0.552, F 0.463)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.304] [G acc: 0.109] 2331 [D loss: (0.515)(R 0.557, F 0.472)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.403] [G acc: 0.109] 2332 [D loss: (0.548)(R 0.522, F 0.574)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.491] [G acc: 0.078] 2333 [D loss: (0.502)(R 0.566, F 0.438)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.373] [G acc: 0.094] 2334 [D loss: (0.503)(R 0.530, F 0.475)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.526] [G acc: 0.047] 2335 [D loss: (0.614)(R 0.601, F 0.626)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.491] [G acc: 0.109] 2336 [D loss: (0.512)(R 0.587, F 0.437)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.387] [G acc: 0.141] 2337 [D loss: (0.523)(R 0.503, F 0.543)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.442] [G acc: 0.078] 2338 [D loss: (0.580)(R 0.611, F 0.550)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.491] [G acc: 0.047] 2339 [D loss: (0.572)(R 0.632, F 0.511)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.310] [G acc: 0.078] 2340 [D loss: (0.507)(R 0.479, F 0.536)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.386] [G acc: 0.125] 2341 [D loss: (0.519)(R 0.460, F 0.578)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.365] [G acc: 0.141] 2342 [D loss: (0.523)(R 0.539, F 0.506)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.396] [G acc: 0.109] 2343 [D loss: (0.480)(R 0.441, F 0.519)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.466] [G acc: 0.109] 2344 [D loss: (0.573)(R 0.616, F 0.529)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.296] [G acc: 0.156] 2345 [D loss: (0.581)(R 0.562, F 0.601)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.464] [G acc: 0.078] 2346 [D loss: (0.527)(R 0.625, F 0.428)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.621] [G acc: 0.094] 2347 [D loss: (0.540)(R 0.452, F 0.629)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.537] [G acc: 0.125] 2348 [D loss: (0.532)(R 0.593, F 0.471)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.496] [G acc: 0.078] 2349 [D loss: (0.506)(R 0.503, F 0.509)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.383] [G acc: 0.094] 2350 [D loss: (0.519)(R 0.558, F 0.481)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.250] [G acc: 0.141] 2351 [D loss: (0.536)(R 0.539, F 0.532)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.437] [G acc: 0.062] 2352 [D loss: (0.560)(R 0.558, F 0.563)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.414] [G acc: 0.078] 2353 [D loss: (0.578)(R 0.664, F 0.493)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.572] [G acc: 0.047] 2354 [D loss: (0.510)(R 0.568, F 0.451)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.457] [G acc: 0.078] 2355 [D loss: (0.543)(R 0.575, F 0.510)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.289] [G acc: 0.062] 2356 [D loss: (0.562)(R 0.484, F 0.640)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.287] [G acc: 0.109] 2357 [D loss: (0.529)(R 0.581, F 0.477)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.378] [G acc: 0.047] 2358 [D loss: (0.486)(R 0.482, F 0.491)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.392] [G acc: 0.078] 2359 [D loss: (0.512)(R 0.503, F 0.520)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.267] [G acc: 0.172] 2360 [D loss: (0.560)(R 0.588, F 0.531)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.307] [G acc: 0.156] 2361 [D loss: (0.559)(R 0.572, F 0.545)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.375] [G acc: 0.109] 2362 [D loss: (0.518)(R 0.567, F 0.469)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.372] [G acc: 0.094] 2363 [D loss: (0.498)(R 0.505, F 0.490)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.381] [G acc: 0.156] 2364 [D loss: (0.482)(R 0.418, F 0.546)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.353] [G acc: 0.109] 2365 [D loss: (0.591)(R 0.575, F 0.607)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.275] [G acc: 0.141] 2366 [D loss: (0.565)(R 0.546, F 0.583)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.436] [G acc: 0.109] 2367 [D loss: (0.482)(R 0.523, F 0.441)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.371] [G acc: 0.125] 2368 [D loss: (0.585)(R 0.473, F 0.698)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.379] [G acc: 0.078] 2369 [D loss: (0.565)(R 0.587, F 0.542)] [D acc: (0.633)(0.562, 0.703)] [G loss: 1.367] [G acc: 0.125] 2370 [D loss: (0.542)(R 0.594, F 0.489)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.225] [G acc: 0.188] 2371 [D loss: (0.445)(R 0.469, F 0.422)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.516] [G acc: 0.047] 2372 [D loss: (0.484)(R 0.454, F 0.513)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.471] [G acc: 0.094] 2373 [D loss: (0.575)(R 0.585, F 0.564)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.409] [G acc: 0.062] 2374 [D loss: (0.573)(R 0.660, F 0.486)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.329] [G acc: 0.203] 2375 [D loss: (0.585)(R 0.617, F 0.553)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.194] [G acc: 0.219] 2376 [D loss: (0.602)(R 0.525, F 0.680)] [D acc: (0.672)(0.703, 0.641)] [G loss: 1.508] [G acc: 0.078] 2377 [D loss: (0.530)(R 0.588, F 0.471)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.374] [G acc: 0.078] 2378 [D loss: (0.611)(R 0.631, F 0.592)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.479] [G acc: 0.078] 2379 [D loss: (0.509)(R 0.541, F 0.478)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.337] [G acc: 0.078] 2380 [D loss: (0.527)(R 0.477, F 0.577)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.330] [G acc: 0.109] 2381 [D loss: (0.484)(R 0.485, F 0.483)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.301] [G acc: 0.078] 2382 [D loss: (0.511)(R 0.468, F 0.553)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.408] [G acc: 0.094] 2383 [D loss: (0.566)(R 0.474, F 0.657)] [D acc: (0.664)(0.641, 0.688)] [G loss: 1.342] [G acc: 0.125] 2384 [D loss: (0.570)(R 0.644, F 0.496)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.433] [G acc: 0.094] 2385 [D loss: (0.645)(R 0.564, F 0.726)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.385] [G acc: 0.078] 2386 [D loss: (0.484)(R 0.514, F 0.454)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.386] [G acc: 0.047] 2387 [D loss: (0.537)(R 0.624, F 0.451)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.352] [G acc: 0.078] 2388 [D loss: (0.453)(R 0.428, F 0.478)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.439] [G acc: 0.172] 2389 [D loss: (0.645)(R 0.623, F 0.667)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.276] [G acc: 0.094] 2390 [D loss: (0.567)(R 0.648, F 0.487)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.353] [G acc: 0.141] 2391 [D loss: (0.593)(R 0.620, F 0.565)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.235] [G acc: 0.188] 2392 [D loss: (0.470)(R 0.438, F 0.503)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.480] [G acc: 0.078] 2393 [D loss: (0.559)(R 0.589, F 0.528)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.291] [G acc: 0.094] 2394 [D loss: (0.534)(R 0.593, F 0.476)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.395] [G acc: 0.031] 2395 [D loss: (0.569)(R 0.542, F 0.596)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.301] [G acc: 0.031] 2396 [D loss: (0.569)(R 0.581, F 0.558)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.338] [G acc: 0.047] 2397 [D loss: (0.492)(R 0.504, F 0.481)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.467] [G acc: 0.062] 2398 [D loss: (0.546)(R 0.540, F 0.551)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.331] [G acc: 0.109] 2399 [D loss: (0.531)(R 0.572, F 0.491)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.337] [G acc: 0.094] 2400 [D loss: (0.571)(R 0.652, F 0.489)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.377] [G acc: 0.141] 2401 [D loss: (0.490)(R 0.518, F 0.463)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.428] [G acc: 0.141] 2402 [D loss: (0.479)(R 0.456, F 0.503)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.349] [G acc: 0.156] 2403 [D loss: (0.579)(R 0.566, F 0.592)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.320] [G acc: 0.125] 2404 [D loss: (0.549)(R 0.606, F 0.493)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.224] [G acc: 0.125] 2405 [D loss: (0.457)(R 0.392, F 0.521)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.315] [G acc: 0.172] 2406 [D loss: (0.471)(R 0.443, F 0.500)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.586] [G acc: 0.109] 2407 [D loss: (0.666)(R 0.537, F 0.794)] [D acc: (0.688)(0.719, 0.656)] [G loss: 1.412] [G acc: 0.125] 2408 [D loss: (0.562)(R 0.651, F 0.473)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.336] [G acc: 0.094] 2409 [D loss: (0.563)(R 0.612, F 0.514)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.403] [G acc: 0.125] 2410 [D loss: (0.608)(R 0.570, F 0.646)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.405] [G acc: 0.094] 2411 [D loss: (0.567)(R 0.577, F 0.557)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.431] [G acc: 0.047] 2412 [D loss: (0.547)(R 0.589, F 0.505)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.338] [G acc: 0.125] 2413 [D loss: (0.540)(R 0.524, F 0.556)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.394] [G acc: 0.109] 2414 [D loss: (0.552)(R 0.609, F 0.495)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.317] [G acc: 0.109] 2415 [D loss: (0.552)(R 0.514, F 0.591)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.365] [G acc: 0.094] 2416 [D loss: (0.506)(R 0.486, F 0.525)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.394] [G acc: 0.141] 2417 [D loss: (0.484)(R 0.489, F 0.479)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.184] [G acc: 0.172] 2418 [D loss: (0.517)(R 0.460, F 0.575)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.414] [G acc: 0.109] 2419 [D loss: (0.527)(R 0.427, F 0.628)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.397] [G acc: 0.141] 2420 [D loss: (0.527)(R 0.486, F 0.567)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.562] [G acc: 0.047] 2421 [D loss: (0.524)(R 0.494, F 0.555)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.533] [G acc: 0.062] 2422 [D loss: (0.506)(R 0.576, F 0.436)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.376] [G acc: 0.109] 2423 [D loss: (0.457)(R 0.458, F 0.455)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.425] [G acc: 0.094] 2424 [D loss: (0.534)(R 0.470, F 0.598)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.393] [G acc: 0.078] 2425 [D loss: (0.524)(R 0.551, F 0.497)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.505] [G acc: 0.062] 2426 [D loss: (0.635)(R 0.644, F 0.625)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.447] [G acc: 0.094] 2427 [D loss: (0.582)(R 0.638, F 0.525)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.389] [G acc: 0.078] 2428 [D loss: (0.589)(R 0.632, F 0.545)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.474] [G acc: 0.047] 2429 [D loss: (0.612)(R 0.681, F 0.544)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.442] [G acc: 0.078] 2430 [D loss: (0.575)(R 0.633, F 0.517)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.260] [G acc: 0.141] 2431 [D loss: (0.571)(R 0.606, F 0.537)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.360] [G acc: 0.094] 2432 [D loss: (0.520)(R 0.530, F 0.509)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.299] [G acc: 0.094] 2433 [D loss: (0.553)(R 0.603, F 0.502)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.349] [G acc: 0.094] 2434 [D loss: (0.575)(R 0.558, F 0.593)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.437] [G acc: 0.109] 2435 [D loss: (0.572)(R 0.580, F 0.564)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.373] [G acc: 0.125] 2436 [D loss: (0.535)(R 0.546, F 0.524)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.240] [G acc: 0.141] 2437 [D loss: (0.545)(R 0.522, F 0.567)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.236] [G acc: 0.156] 2438 [D loss: (0.514)(R 0.519, F 0.510)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.288] [G acc: 0.172] 2439 [D loss: (0.600)(R 0.595, F 0.604)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.277] [G acc: 0.188] 2440 [D loss: (0.589)(R 0.542, F 0.636)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.620] [G acc: 0.031] 2441 [D loss: (0.584)(R 0.672, F 0.497)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.403] [G acc: 0.094] 2442 [D loss: (0.623)(R 0.650, F 0.595)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.249] [G acc: 0.203] 2443 [D loss: (0.634)(R 0.564, F 0.705)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.404] [G acc: 0.078] 2444 [D loss: (0.522)(R 0.648, F 0.395)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.287] [G acc: 0.141] 2445 [D loss: (0.509)(R 0.515, F 0.503)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.264] [G acc: 0.078] 2446 [D loss: (0.555)(R 0.534, F 0.577)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.249] [G acc: 0.125] 2447 [D loss: (0.639)(R 0.568, F 0.711)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.277] [G acc: 0.109] 2448 [D loss: (0.575)(R 0.669, F 0.482)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.225] [G acc: 0.156] 2449 [D loss: (0.542)(R 0.628, F 0.457)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.283] [G acc: 0.156] 2450 [D loss: (0.551)(R 0.572, F 0.530)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.415] [G acc: 0.078] 2451 [D loss: (0.494)(R 0.479, F 0.509)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.248] [G acc: 0.172] 2452 [D loss: (0.543)(R 0.565, F 0.521)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.290] [G acc: 0.078] 2453 [D loss: (0.572)(R 0.577, F 0.567)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.336] [G acc: 0.109] 2454 [D loss: (0.525)(R 0.569, F 0.481)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.330] [G acc: 0.172] 2455 [D loss: (0.531)(R 0.559, F 0.503)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.159] [G acc: 0.156] 2456 [D loss: (0.545)(R 0.437, F 0.653)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.423] [G acc: 0.062] 2457 [D loss: (0.545)(R 0.544, F 0.546)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.358] [G acc: 0.062] 2458 [D loss: (0.604)(R 0.658, F 0.551)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.237] [G acc: 0.156] 2459 [D loss: (0.570)(R 0.572, F 0.568)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.253] [G acc: 0.172] 2460 [D loss: (0.539)(R 0.594, F 0.484)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.366] [G acc: 0.125] 2461 [D loss: (0.618)(R 0.624, F 0.611)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.325] [G acc: 0.109] 2462 [D loss: (0.570)(R 0.532, F 0.608)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.184] [G acc: 0.188] 2463 [D loss: (0.522)(R 0.518, F 0.526)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.343] [G acc: 0.094] 2464 [D loss: (0.529)(R 0.533, F 0.525)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.245] [G acc: 0.203] 2465 [D loss: (0.547)(R 0.572, F 0.522)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.248] [G acc: 0.172] 2466 [D loss: (0.601)(R 0.619, F 0.582)] [D acc: (0.633)(0.562, 0.703)] [G loss: 1.282] [G acc: 0.141] 2467 [D loss: (0.494)(R 0.483, F 0.504)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.278] [G acc: 0.125] 2468 [D loss: (0.724)(R 0.729, F 0.719)] [D acc: (0.562)(0.484, 0.641)] [G loss: 1.313] [G acc: 0.172] 2469 [D loss: (0.621)(R 0.721, F 0.521)] [D acc: (0.648)(0.516, 0.781)] [G loss: 1.229] [G acc: 0.078] 2470 [D loss: (0.529)(R 0.543, F 0.514)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.283] [G acc: 0.094] 2471 [D loss: (0.539)(R 0.541, F 0.536)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.302] [G acc: 0.141] 2472 [D loss: (0.594)(R 0.686, F 0.501)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.139] [G acc: 0.141] 2473 [D loss: (0.524)(R 0.527, F 0.522)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.427] [G acc: 0.047] 2474 [D loss: (0.496)(R 0.500, F 0.492)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.422] [G acc: 0.078] 2475 [D loss: (0.481)(R 0.492, F 0.470)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.317] [G acc: 0.141] 2476 [D loss: (0.576)(R 0.502, F 0.650)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.401] [G acc: 0.188] 2477 [D loss: (0.558)(R 0.559, F 0.558)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.538] [G acc: 0.109] 2478 [D loss: (0.557)(R 0.605, F 0.509)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.324] [G acc: 0.172] 2479 [D loss: (0.518)(R 0.548, F 0.488)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.305] [G acc: 0.109] 2480 [D loss: (0.520)(R 0.508, F 0.533)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.346] [G acc: 0.062] 2481 [D loss: (0.549)(R 0.550, F 0.549)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.300] [G acc: 0.125] 2482 [D loss: (0.495)(R 0.522, F 0.467)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.341] [G acc: 0.078] 2483 [D loss: (0.508)(R 0.441, F 0.575)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.420] [G acc: 0.109] 2484 [D loss: (0.481)(R 0.456, F 0.506)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.288] [G acc: 0.078] 2485 [D loss: (0.537)(R 0.407, F 0.667)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.239] [G acc: 0.156] 2486 [D loss: (0.549)(R 0.625, F 0.472)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.262] [G acc: 0.109] 2487 [D loss: (0.542)(R 0.583, F 0.500)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.270] [G acc: 0.156] 2488 [D loss: (0.556)(R 0.494, F 0.617)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.242] [G acc: 0.109] 2489 [D loss: (0.539)(R 0.420, F 0.659)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.372] [G acc: 0.078] 2490 [D loss: (0.509)(R 0.486, F 0.533)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.461] [G acc: 0.109] 2491 [D loss: (0.481)(R 0.500, F 0.462)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.412] [G acc: 0.078] 2492 [D loss: (0.531)(R 0.539, F 0.523)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.244] [G acc: 0.172] 2493 [D loss: (0.545)(R 0.547, F 0.544)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.304] [G acc: 0.172] 2494 [D loss: (0.547)(R 0.521, F 0.573)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.392] [G acc: 0.078] 2495 [D loss: (0.558)(R 0.562, F 0.554)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.353] [G acc: 0.141] 2496 [D loss: (0.512)(R 0.590, F 0.433)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.516] [G acc: 0.094] 2497 [D loss: (0.473)(R 0.455, F 0.492)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.230] [G acc: 0.094] 2498 [D loss: (0.517)(R 0.556, F 0.477)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.315] [G acc: 0.078] 2499 [D loss: (0.651)(R 0.596, F 0.706)] [D acc: (0.578)(0.500, 0.656)] [G loss: 1.393] [G acc: 0.078] 2500 [D loss: (0.488)(R 0.446, F 0.529)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.386] [G acc: 0.203] 2501 [D loss: (0.559)(R 0.559, F 0.558)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.272] [G acc: 0.219] 2502 [D loss: (0.520)(R 0.609, F 0.430)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.356] [G acc: 0.125] 2503 [D loss: (0.489)(R 0.419, F 0.560)] [D acc: (0.758)(0.812, 0.703)] [G loss: 1.618] [G acc: 0.062] 2504 [D loss: (0.498)(R 0.569, F 0.426)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.443] [G acc: 0.109] 2505 [D loss: (0.538)(R 0.568, F 0.508)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.488] [G acc: 0.125] 2506 [D loss: (0.569)(R 0.647, F 0.490)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.289] [G acc: 0.188] 2507 [D loss: (0.629)(R 0.606, F 0.653)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.274] [G acc: 0.062] 2508 [D loss: (0.534)(R 0.551, F 0.518)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.306] [G acc: 0.141] 2509 [D loss: (0.526)(R 0.521, F 0.530)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.271] [G acc: 0.141] 2510 [D loss: (0.631)(R 0.598, F 0.664)] [D acc: (0.633)(0.562, 0.703)] [G loss: 1.335] [G acc: 0.094] 2511 [D loss: (0.518)(R 0.583, F 0.454)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.434] [G acc: 0.109] 2512 [D loss: (0.597)(R 0.705, F 0.489)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.364] [G acc: 0.078] 2513 [D loss: (0.511)(R 0.581, F 0.440)] [D acc: (0.789)(0.656, 0.922)] [G loss: 1.104] [G acc: 0.188] 2514 [D loss: (0.499)(R 0.412, F 0.587)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.403] [G acc: 0.047] 2515 [D loss: (0.584)(R 0.529, F 0.638)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.433] [G acc: 0.078] 2516 [D loss: (0.562)(R 0.608, F 0.517)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.297] [G acc: 0.125] 2517 [D loss: (0.571)(R 0.625, F 0.518)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.335] [G acc: 0.172] 2518 [D loss: (0.492)(R 0.536, F 0.447)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.219] [G acc: 0.109] 2519 [D loss: (0.496)(R 0.452, F 0.540)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.444] [G acc: 0.078] 2520 [D loss: (0.542)(R 0.585, F 0.498)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.316] [G acc: 0.141] 2521 [D loss: (0.597)(R 0.694, F 0.500)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.462] [G acc: 0.094] 2522 [D loss: (0.650)(R 0.660, F 0.641)] [D acc: (0.641)(0.578, 0.703)] [G loss: 1.353] [G acc: 0.078] 2523 [D loss: (0.565)(R 0.606, F 0.523)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.302] [G acc: 0.109] 2524 [D loss: (0.527)(R 0.550, F 0.503)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.308] [G acc: 0.188] 2525 [D loss: (0.581)(R 0.611, F 0.551)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.295] [G acc: 0.109] 2526 [D loss: (0.455)(R 0.399, F 0.511)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.391] [G acc: 0.078] 2527 [D loss: (0.598)(R 0.506, F 0.691)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.182] [G acc: 0.188] 2528 [D loss: (0.524)(R 0.561, F 0.486)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.358] [G acc: 0.125] 2529 [D loss: (0.579)(R 0.571, F 0.587)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.440] [G acc: 0.078] 2530 [D loss: (0.496)(R 0.510, F 0.483)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.529] [G acc: 0.031] 2531 [D loss: (0.559)(R 0.664, F 0.454)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.395] [G acc: 0.188] 2532 [D loss: (0.434)(R 0.453, F 0.414)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.303] [G acc: 0.125] 2533 [D loss: (0.507)(R 0.451, F 0.563)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.519] [G acc: 0.141] 2534 [D loss: (0.641)(R 0.666, F 0.616)] [D acc: (0.633)(0.594, 0.672)] [G loss: 1.170] [G acc: 0.203] 2535 [D loss: (0.564)(R 0.602, F 0.525)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.343] [G acc: 0.141] 2536 [D loss: (0.619)(R 0.601, F 0.637)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.357] [G acc: 0.141] 2537 [D loss: (0.556)(R 0.580, F 0.532)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.221] [G acc: 0.078] 2538 [D loss: (0.631)(R 0.667, F 0.595)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.289] [G acc: 0.141] 2539 [D loss: (0.637)(R 0.734, F 0.540)] [D acc: (0.578)(0.422, 0.734)] [G loss: 1.157] [G acc: 0.141] 2540 [D loss: (0.552)(R 0.615, F 0.488)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.217] [G acc: 0.125] 2541 [D loss: (0.516)(R 0.437, F 0.594)] [D acc: (0.766)(0.781, 0.750)] [G loss: 1.456] [G acc: 0.109] 2542 [D loss: (0.522)(R 0.549, F 0.496)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.319] [G acc: 0.203] 2543 [D loss: (0.530)(R 0.507, F 0.553)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.417] [G acc: 0.141] 2544 [D loss: (0.550)(R 0.609, F 0.491)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.393] [G acc: 0.125] 2545 [D loss: (0.589)(R 0.565, F 0.614)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.604] [G acc: 0.047] 2546 [D loss: (0.522)(R 0.569, F 0.474)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.510] [G acc: 0.078] 2547 [D loss: (0.566)(R 0.536, F 0.596)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.423] [G acc: 0.062] 2548 [D loss: (0.552)(R 0.612, F 0.492)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.384] [G acc: 0.078] 2549 [D loss: (0.525)(R 0.521, F 0.529)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.357] [G acc: 0.062] 2550 [D loss: (0.583)(R 0.605, F 0.560)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.253] [G acc: 0.156] 2551 [D loss: (0.517)(R 0.461, F 0.573)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.442] [G acc: 0.109] 2552 [D loss: (0.504)(R 0.479, F 0.529)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.339] [G acc: 0.156] 2553 [D loss: (0.541)(R 0.496, F 0.586)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.365] [G acc: 0.109] 2554 [D loss: (0.589)(R 0.568, F 0.610)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.391] [G acc: 0.078] 2555 [D loss: (0.582)(R 0.570, F 0.595)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.335] [G acc: 0.031] 2556 [D loss: (0.492)(R 0.473, F 0.511)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.402] [G acc: 0.109] 2557 [D loss: (0.593)(R 0.608, F 0.578)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.360] [G acc: 0.047] 2558 [D loss: (0.550)(R 0.564, F 0.536)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.448] [G acc: 0.062] 2559 [D loss: (0.540)(R 0.567, F 0.513)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.335] [G acc: 0.141] 2560 [D loss: (0.555)(R 0.628, F 0.481)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.349] [G acc: 0.109] 2561 [D loss: (0.567)(R 0.617, F 0.516)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.324] [G acc: 0.094] 2562 [D loss: (0.596)(R 0.580, F 0.611)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.407] [G acc: 0.031] 2563 [D loss: (0.553)(R 0.596, F 0.510)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.274] [G acc: 0.109] 2564 [D loss: (0.524)(R 0.524, F 0.524)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.364] [G acc: 0.141] 2565 [D loss: (0.489)(R 0.476, F 0.502)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.330] [G acc: 0.141] 2566 [D loss: (0.489)(R 0.428, F 0.549)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.384] [G acc: 0.156] 2567 [D loss: (0.572)(R 0.653, F 0.491)] [D acc: (0.633)(0.500, 0.766)] [G loss: 1.404] [G acc: 0.156] 2568 [D loss: (0.449)(R 0.420, F 0.478)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.440] [G acc: 0.203] 2569 [D loss: (0.523)(R 0.492, F 0.554)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.303] [G acc: 0.172] 2570 [D loss: (0.468)(R 0.495, F 0.441)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.447] [G acc: 0.109] 2571 [D loss: (0.492)(R 0.483, F 0.500)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.645] [G acc: 0.094] 2572 [D loss: (0.619)(R 0.692, F 0.545)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.415] [G acc: 0.109] 2573 [D loss: (0.526)(R 0.587, F 0.465)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.333] [G acc: 0.094] 2574 [D loss: (0.602)(R 0.603, F 0.602)] [D acc: (0.633)(0.609, 0.656)] [G loss: 1.432] [G acc: 0.156] 2575 [D loss: (0.473)(R 0.488, F 0.458)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.335] [G acc: 0.125] 2576 [D loss: (0.489)(R 0.496, F 0.483)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.380] [G acc: 0.125] 2577 [D loss: (0.493)(R 0.452, F 0.534)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.273] [G acc: 0.125] 2578 [D loss: (0.558)(R 0.585, F 0.530)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.264] [G acc: 0.125] 2579 [D loss: (0.457)(R 0.429, F 0.485)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.407] [G acc: 0.125] 2580 [D loss: (0.608)(R 0.612, F 0.605)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.429] [G acc: 0.078] 2581 [D loss: (0.634)(R 0.646, F 0.622)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.321] [G acc: 0.141] 2582 [D loss: (0.516)(R 0.510, F 0.522)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.491] [G acc: 0.062] 2583 [D loss: (0.452)(R 0.450, F 0.453)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.421] [G acc: 0.109] 2584 [D loss: (0.659)(R 0.556, F 0.761)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.374] [G acc: 0.047] 2585 [D loss: (0.510)(R 0.527, F 0.494)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.383] [G acc: 0.109] 2586 [D loss: (0.474)(R 0.487, F 0.462)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.376] [G acc: 0.078] 2587 [D loss: (0.481)(R 0.532, F 0.429)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.580] [G acc: 0.031] 2588 [D loss: (0.546)(R 0.535, F 0.557)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.437] [G acc: 0.125] 2589 [D loss: (0.518)(R 0.626, F 0.409)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.328] [G acc: 0.172] 2590 [D loss: (0.493)(R 0.508, F 0.479)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.405] [G acc: 0.094] 2591 [D loss: (0.603)(R 0.547, F 0.659)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.469] [G acc: 0.047] 2592 [D loss: (0.593)(R 0.552, F 0.633)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.349] [G acc: 0.078] 2593 [D loss: (0.511)(R 0.539, F 0.483)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.341] [G acc: 0.094] 2594 [D loss: (0.542)(R 0.406, F 0.678)] [D acc: (0.719)(0.766, 0.672)] [G loss: 1.488] [G acc: 0.062] 2595 [D loss: (0.605)(R 0.650, F 0.560)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.362] [G acc: 0.078] 2596 [D loss: (0.397)(R 0.438, F 0.356)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.356] [G acc: 0.078] 2597 [D loss: (0.456)(R 0.459, F 0.452)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.470] [G acc: 0.094] 2598 [D loss: (0.518)(R 0.542, F 0.493)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.315] [G acc: 0.156] 2599 [D loss: (0.586)(R 0.602, F 0.570)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.294] [G acc: 0.125] 2600 [D loss: (0.581)(R 0.514, F 0.648)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.429] [G acc: 0.141] 2601 [D loss: (0.545)(R 0.549, F 0.541)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.321] [G acc: 0.094] 2602 [D loss: (0.472)(R 0.527, F 0.416)] [D acc: (0.797)(0.656, 0.938)] [G loss: 1.363] [G acc: 0.094] 2603 [D loss: (0.487)(R 0.538, F 0.436)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.369] [G acc: 0.109] 2604 [D loss: (0.490)(R 0.454, F 0.526)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.379] [G acc: 0.172] 2605 [D loss: (0.496)(R 0.452, F 0.540)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.463] [G acc: 0.141] 2606 [D loss: (0.527)(R 0.507, F 0.546)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.489] [G acc: 0.094] 2607 [D loss: (0.562)(R 0.571, F 0.554)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.484] [G acc: 0.062] 2608 [D loss: (0.617)(R 0.670, F 0.563)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.413] [G acc: 0.125] 2609 [D loss: (0.649)(R 0.798, F 0.500)] [D acc: (0.625)(0.500, 0.750)] [G loss: 1.453] [G acc: 0.047] 2610 [D loss: (0.448)(R 0.467, F 0.428)] [D acc: (0.812)(0.750, 0.875)] [G loss: 1.406] [G acc: 0.109] 2611 [D loss: (0.467)(R 0.459, F 0.475)] [D acc: (0.828)(0.781, 0.875)] [G loss: 1.400] [G acc: 0.047] 2612 [D loss: (0.478)(R 0.500, F 0.457)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.562] [G acc: 0.125] 2613 [D loss: (0.497)(R 0.484, F 0.511)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.488] [G acc: 0.047] 2614 [D loss: (0.505)(R 0.532, F 0.477)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.294] [G acc: 0.062] 2615 [D loss: (0.568)(R 0.615, F 0.522)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.482] [G acc: 0.047] 2616 [D loss: (0.527)(R 0.485, F 0.569)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.383] [G acc: 0.109] 2617 [D loss: (0.553)(R 0.606, F 0.500)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.419] [G acc: 0.125] 2618 [D loss: (0.556)(R 0.434, F 0.679)] [D acc: (0.711)(0.734, 0.688)] [G loss: 1.386] [G acc: 0.078] 2619 [D loss: (0.517)(R 0.551, F 0.482)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.370] [G acc: 0.094] 2620 [D loss: (0.640)(R 0.563, F 0.718)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.469] [G acc: 0.047] 2621 [D loss: (0.554)(R 0.618, F 0.489)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.323] [G acc: 0.219] 2622 [D loss: (0.617)(R 0.666, F 0.568)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.342] [G acc: 0.125] 2623 [D loss: (0.542)(R 0.507, F 0.577)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.380] [G acc: 0.062] 2624 [D loss: (0.522)(R 0.502, F 0.543)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.259] [G acc: 0.156] 2625 [D loss: (0.534)(R 0.548, F 0.520)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.270] [G acc: 0.125] 2626 [D loss: (0.573)(R 0.591, F 0.555)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.287] [G acc: 0.109] 2627 [D loss: (0.575)(R 0.557, F 0.592)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.377] [G acc: 0.078] 2628 [D loss: (0.510)(R 0.531, F 0.489)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.346] [G acc: 0.125] 2629 [D loss: (0.589)(R 0.610, F 0.568)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.432] [G acc: 0.078] 2630 [D loss: (0.508)(R 0.519, F 0.498)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.363] [G acc: 0.109] 2631 [D loss: (0.573)(R 0.705, F 0.441)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.373] [G acc: 0.125] 2632 [D loss: (0.542)(R 0.563, F 0.522)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.395] [G acc: 0.062] 2633 [D loss: (0.544)(R 0.596, F 0.491)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.345] [G acc: 0.125] 2634 [D loss: (0.518)(R 0.591, F 0.446)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.313] [G acc: 0.047] 2635 [D loss: (0.577)(R 0.657, F 0.497)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.283] [G acc: 0.094] 2636 [D loss: (0.505)(R 0.464, F 0.546)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.430] [G acc: 0.062] 2637 [D loss: (0.527)(R 0.558, F 0.497)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.345] [G acc: 0.125] 2638 [D loss: (0.550)(R 0.498, F 0.603)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.360] [G acc: 0.125] 2639 [D loss: (0.518)(R 0.574, F 0.461)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.266] [G acc: 0.125] 2640 [D loss: (0.408)(R 0.352, F 0.464)] [D acc: (0.844)(0.812, 0.875)] [G loss: 1.365] [G acc: 0.141] 2641 [D loss: (0.571)(R 0.566, F 0.576)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.409] [G acc: 0.031] 2642 [D loss: (0.576)(R 0.690, F 0.463)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.258] [G acc: 0.219] 2643 [D loss: (0.462)(R 0.392, F 0.532)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.356] [G acc: 0.094] 2644 [D loss: (0.634)(R 0.646, F 0.623)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.374] [G acc: 0.078] 2645 [D loss: (0.503)(R 0.579, F 0.428)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.299] [G acc: 0.094] 2646 [D loss: (0.555)(R 0.551, F 0.558)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.240] [G acc: 0.156] 2647 [D loss: (0.604)(R 0.562, F 0.647)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.407] [G acc: 0.125] 2648 [D loss: (0.582)(R 0.570, F 0.594)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.502] [G acc: 0.047] 2649 [D loss: (0.559)(R 0.547, F 0.571)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.275] [G acc: 0.062] 2650 [D loss: (0.582)(R 0.608, F 0.557)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.509] [G acc: 0.062] 2651 [D loss: (0.550)(R 0.515, F 0.586)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.347] [G acc: 0.109] 2652 [D loss: (0.568)(R 0.559, F 0.578)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.362] [G acc: 0.078] 2653 [D loss: (0.558)(R 0.589, F 0.528)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.308] [G acc: 0.125] 2654 [D loss: (0.487)(R 0.455, F 0.518)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.407] [G acc: 0.094] 2655 [D loss: (0.555)(R 0.605, F 0.505)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.282] [G acc: 0.109] 2656 [D loss: (0.470)(R 0.475, F 0.465)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.374] [G acc: 0.156] 2657 [D loss: (0.589)(R 0.563, F 0.615)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.448] [G acc: 0.062] 2658 [D loss: (0.564)(R 0.632, F 0.496)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.354] [G acc: 0.094] 2659 [D loss: (0.578)(R 0.470, F 0.686)] [D acc: (0.664)(0.719, 0.609)] [G loss: 1.427] [G acc: 0.047] 2660 [D loss: (0.582)(R 0.608, F 0.557)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.365] [G acc: 0.078] 2661 [D loss: (0.582)(R 0.643, F 0.521)] [D acc: (0.633)(0.500, 0.766)] [G loss: 1.187] [G acc: 0.188] 2662 [D loss: (0.519)(R 0.530, F 0.507)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.414] [G acc: 0.094] 2663 [D loss: (0.500)(R 0.488, F 0.512)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.286] [G acc: 0.094] 2664 [D loss: (0.496)(R 0.520, F 0.472)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.480] [G acc: 0.062] 2665 [D loss: (0.464)(R 0.460, F 0.468)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.381] [G acc: 0.109] 2666 [D loss: (0.532)(R 0.530, F 0.535)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.533] [G acc: 0.094] 2667 [D loss: (0.550)(R 0.592, F 0.507)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.367] [G acc: 0.141] 2668 [D loss: (0.332)(R 0.295, F 0.369)] [D acc: (0.898)(0.859, 0.938)] [G loss: 1.618] [G acc: 0.031] 2669 [D loss: (0.621)(R 0.639, F 0.603)] [D acc: (0.641)(0.609, 0.672)] [G loss: 1.449] [G acc: 0.094] 2670 [D loss: (0.489)(R 0.540, F 0.438)] [D acc: (0.812)(0.719, 0.906)] [G loss: 1.358] [G acc: 0.047] 2671 [D loss: (0.579)(R 0.522, F 0.635)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.327] [G acc: 0.078] 2672 [D loss: (0.590)(R 0.540, F 0.639)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.416] [G acc: 0.094] 2673 [D loss: (0.612)(R 0.697, F 0.527)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.443] [G acc: 0.078] 2674 [D loss: (0.535)(R 0.594, F 0.476)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.440] [G acc: 0.109] 2675 [D loss: (0.496)(R 0.626, F 0.367)] [D acc: (0.727)(0.578, 0.875)] [G loss: 1.309] [G acc: 0.125] 2676 [D loss: (0.536)(R 0.591, F 0.481)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.198] [G acc: 0.203] 2677 [D loss: (0.527)(R 0.534, F 0.521)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.376] [G acc: 0.125] 2678 [D loss: (0.586)(R 0.594, F 0.579)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.311] [G acc: 0.141] 2679 [D loss: (0.463)(R 0.518, F 0.408)] [D acc: (0.812)(0.688, 0.938)] [G loss: 1.380] [G acc: 0.109] 2680 [D loss: (0.584)(R 0.562, F 0.606)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.355] [G acc: 0.094] 2681 [D loss: (0.535)(R 0.543, F 0.527)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.428] [G acc: 0.078] 2682 [D loss: (0.467)(R 0.490, F 0.443)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.461] [G acc: 0.047] 2683 [D loss: (0.680)(R 0.633, F 0.726)] [D acc: (0.586)(0.578, 0.594)] [G loss: 1.269] [G acc: 0.125] 2684 [D loss: (0.517)(R 0.512, F 0.522)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.347] [G acc: 0.188] 2685 [D loss: (0.544)(R 0.593, F 0.495)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.297] [G acc: 0.141] 2686 [D loss: (0.544)(R 0.583, F 0.505)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.398] [G acc: 0.078] 2687 [D loss: (0.557)(R 0.534, F 0.580)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.191] [G acc: 0.172] 2688 [D loss: (0.583)(R 0.519, F 0.647)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.427] [G acc: 0.062] 2689 [D loss: (0.539)(R 0.579, F 0.499)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.336] [G acc: 0.094] 2690 [D loss: (0.589)(R 0.627, F 0.551)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.210] [G acc: 0.125] 2691 [D loss: (0.571)(R 0.474, F 0.668)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.382] [G acc: 0.125] 2692 [D loss: (0.496)(R 0.575, F 0.417)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.192] [G acc: 0.125] 2693 [D loss: (0.546)(R 0.551, F 0.541)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.373] [G acc: 0.094] 2694 [D loss: (0.504)(R 0.437, F 0.571)] [D acc: (0.766)(0.781, 0.750)] [G loss: 1.366] [G acc: 0.094] 2695 [D loss: (0.554)(R 0.558, F 0.550)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.592] [G acc: 0.031] 2696 [D loss: (0.515)(R 0.553, F 0.477)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.436] [G acc: 0.078] 2697 [D loss: (0.555)(R 0.541, F 0.569)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.360] [G acc: 0.078] 2698 [D loss: (0.491)(R 0.502, F 0.480)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.327] [G acc: 0.156] 2699 [D loss: (0.446)(R 0.482, F 0.409)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.377] [G acc: 0.094] 2700 [D loss: (0.487)(R 0.464, F 0.510)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.348] [G acc: 0.109] 2701 [D loss: (0.522)(R 0.389, F 0.655)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.586] [G acc: 0.078] 2702 [D loss: (0.565)(R 0.675, F 0.455)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.490] [G acc: 0.094] 2703 [D loss: (0.524)(R 0.562, F 0.486)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.309] [G acc: 0.125] 2704 [D loss: (0.591)(R 0.595, F 0.587)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.391] [G acc: 0.078] 2705 [D loss: (0.446)(R 0.414, F 0.477)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.557] [G acc: 0.141] 2706 [D loss: (0.508)(R 0.502, F 0.514)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.427] [G acc: 0.156] 2707 [D loss: (0.535)(R 0.585, F 0.484)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.436] [G acc: 0.141] 2708 [D loss: (0.551)(R 0.531, F 0.570)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.580] [G acc: 0.047] 2709 [D loss: (0.647)(R 0.567, F 0.726)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.526] [G acc: 0.062] 2710 [D loss: (0.552)(R 0.582, F 0.521)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.518] [G acc: 0.062] 2711 [D loss: (0.538)(R 0.719, F 0.357)] [D acc: (0.719)(0.516, 0.922)] [G loss: 1.411] [G acc: 0.125] 2712 [D loss: (0.571)(R 0.504, F 0.637)] [D acc: (0.680)(0.703, 0.656)] [G loss: 1.288] [G acc: 0.109] 2713 [D loss: (0.605)(R 0.648, F 0.563)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.406] [G acc: 0.141] 2714 [D loss: (0.519)(R 0.573, F 0.466)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.432] [G acc: 0.141] 2715 [D loss: (0.557)(R 0.609, F 0.505)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.442] [G acc: 0.094] 2716 [D loss: (0.562)(R 0.480, F 0.645)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.281] [G acc: 0.156] 2717 [D loss: (0.546)(R 0.620, F 0.473)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.412] [G acc: 0.094] 2718 [D loss: (0.582)(R 0.621, F 0.543)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.294] [G acc: 0.109] 2719 [D loss: (0.518)(R 0.503, F 0.532)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.354] [G acc: 0.141] 2720 [D loss: (0.603)(R 0.603, F 0.603)] [D acc: (0.648)(0.641, 0.656)] [G loss: 1.258] [G acc: 0.219] 2721 [D loss: (0.559)(R 0.472, F 0.646)] [D acc: (0.719)(0.750, 0.688)] [G loss: 1.394] [G acc: 0.078] 2722 [D loss: (0.562)(R 0.635, F 0.489)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.279] [G acc: 0.156] 2723 [D loss: (0.568)(R 0.553, F 0.582)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.329] [G acc: 0.125] 2724 [D loss: (0.500)(R 0.510, F 0.490)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.268] [G acc: 0.156] 2725 [D loss: (0.556)(R 0.491, F 0.620)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.444] [G acc: 0.125] 2726 [D loss: (0.545)(R 0.628, F 0.462)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.377] [G acc: 0.156] 2727 [D loss: (0.515)(R 0.462, F 0.569)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.351] [G acc: 0.141] 2728 [D loss: (0.500)(R 0.502, F 0.497)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.308] [G acc: 0.062] 2729 [D loss: (0.525)(R 0.498, F 0.552)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.427] [G acc: 0.141] 2730 [D loss: (0.559)(R 0.657, F 0.460)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.433] [G acc: 0.109] 2731 [D loss: (0.591)(R 0.532, F 0.650)] [D acc: (0.656)(0.672, 0.641)] [G loss: 1.540] [G acc: 0.094] 2732 [D loss: (0.576)(R 0.574, F 0.578)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.382] [G acc: 0.125] 2733 [D loss: (0.565)(R 0.676, F 0.453)] [D acc: (0.711)(0.531, 0.891)] [G loss: 1.364] [G acc: 0.094] 2734 [D loss: (0.480)(R 0.482, F 0.477)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.315] [G acc: 0.062] 2735 [D loss: (0.517)(R 0.520, F 0.514)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.272] [G acc: 0.094] 2736 [D loss: (0.472)(R 0.492, F 0.453)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.501] [G acc: 0.016] 2737 [D loss: (0.521)(R 0.573, F 0.470)] [D acc: (0.766)(0.609, 0.922)] [G loss: 1.216] [G acc: 0.234] 2738 [D loss: (0.620)(R 0.697, F 0.543)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.292] [G acc: 0.109] 2739 [D loss: (0.593)(R 0.636, F 0.551)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.220] [G acc: 0.125] 2740 [D loss: (0.548)(R 0.533, F 0.563)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.471] [G acc: 0.031] 2741 [D loss: (0.522)(R 0.548, F 0.495)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.343] [G acc: 0.094] 2742 [D loss: (0.465)(R 0.454, F 0.476)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.434] [G acc: 0.125] 2743 [D loss: (0.641)(R 0.653, F 0.629)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.451] [G acc: 0.078] 2744 [D loss: (0.608)(R 0.770, F 0.447)] [D acc: (0.664)(0.484, 0.844)] [G loss: 1.313] [G acc: 0.156] 2745 [D loss: (0.593)(R 0.657, F 0.529)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.461] [G acc: 0.062] 2746 [D loss: (0.457)(R 0.432, F 0.481)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.265] [G acc: 0.172] 2747 [D loss: (0.504)(R 0.461, F 0.548)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.324] [G acc: 0.094] 2748 [D loss: (0.554)(R 0.604, F 0.505)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.413] [G acc: 0.141] 2749 [D loss: (0.488)(R 0.462, F 0.514)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.303] [G acc: 0.172] 2750 [D loss: (0.475)(R 0.429, F 0.521)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.352] [G acc: 0.203] 2751 [D loss: (0.526)(R 0.580, F 0.472)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.466] [G acc: 0.062] 2752 [D loss: (0.542)(R 0.595, F 0.488)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.264] [G acc: 0.156] 2753 [D loss: (0.580)(R 0.595, F 0.565)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.311] [G acc: 0.172] 2754 [D loss: (0.605)(R 0.663, F 0.547)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.451] [G acc: 0.141] 2755 [D loss: (0.568)(R 0.581, F 0.554)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.491] [G acc: 0.062] 2756 [D loss: (0.612)(R 0.676, F 0.548)] [D acc: (0.656)(0.516, 0.797)] [G loss: 1.203] [G acc: 0.109] 2757 [D loss: (0.511)(R 0.542, F 0.481)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.284] [G acc: 0.172] 2758 [D loss: (0.516)(R 0.579, F 0.452)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.437] [G acc: 0.078] 2759 [D loss: (0.656)(R 0.641, F 0.671)] [D acc: (0.617)(0.562, 0.672)] [G loss: 1.277] [G acc: 0.141] 2760 [D loss: (0.639)(R 0.759, F 0.519)] [D acc: (0.625)(0.484, 0.766)] [G loss: 1.286] [G acc: 0.047] 2761 [D loss: (0.551)(R 0.569, F 0.532)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.267] [G acc: 0.094] 2762 [D loss: (0.570)(R 0.506, F 0.634)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.359] [G acc: 0.125] 2763 [D loss: (0.551)(R 0.598, F 0.505)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.238] [G acc: 0.109] 2764 [D loss: (0.601)(R 0.516, F 0.687)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.382] [G acc: 0.109] 2765 [D loss: (0.561)(R 0.573, F 0.549)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.389] [G acc: 0.094] 2766 [D loss: (0.547)(R 0.584, F 0.511)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.224] [G acc: 0.141] 2767 [D loss: (0.462)(R 0.496, F 0.427)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.247] [G acc: 0.172] 2768 [D loss: (0.533)(R 0.488, F 0.577)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.475] [G acc: 0.031] 2769 [D loss: (0.601)(R 0.566, F 0.637)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.501] [G acc: 0.094] 2770 [D loss: (0.554)(R 0.625, F 0.483)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.247] [G acc: 0.141] 2771 [D loss: (0.593)(R 0.608, F 0.579)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.354] [G acc: 0.062] 2772 [D loss: (0.516)(R 0.530, F 0.501)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.268] [G acc: 0.125] 2773 [D loss: (0.496)(R 0.515, F 0.476)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.255] [G acc: 0.125] 2774 [D loss: (0.474)(R 0.431, F 0.517)] [D acc: (0.836)(0.766, 0.906)] [G loss: 1.513] [G acc: 0.078] 2775 [D loss: (0.516)(R 0.542, F 0.489)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.415] [G acc: 0.094] 2776 [D loss: (0.605)(R 0.609, F 0.602)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.257] [G acc: 0.078] 2777 [D loss: (0.471)(R 0.484, F 0.458)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.423] [G acc: 0.078] 2778 [D loss: (0.663)(R 0.595, F 0.731)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.345] [G acc: 0.094] 2779 [D loss: (0.479)(R 0.528, F 0.430)] [D acc: (0.812)(0.750, 0.875)] [G loss: 1.476] [G acc: 0.109] 2780 [D loss: (0.608)(R 0.550, F 0.666)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.384] [G acc: 0.109] 2781 [D loss: (0.498)(R 0.529, F 0.468)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.427] [G acc: 0.141] 2782 [D loss: (0.482)(R 0.471, F 0.494)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.304] [G acc: 0.156] 2783 [D loss: (0.497)(R 0.506, F 0.487)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.616] [G acc: 0.078] 2784 [D loss: (0.612)(R 0.492, F 0.732)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.397] [G acc: 0.109] 2785 [D loss: (0.636)(R 0.729, F 0.543)] [D acc: (0.695)(0.547, 0.844)] [G loss: 1.310] [G acc: 0.109] 2786 [D loss: (0.554)(R 0.610, F 0.499)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.337] [G acc: 0.094] 2787 [D loss: (0.576)(R 0.639, F 0.514)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.238] [G acc: 0.172] 2788 [D loss: (0.458)(R 0.465, F 0.451)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.307] [G acc: 0.141] 2789 [D loss: (0.489)(R 0.406, F 0.571)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.413] [G acc: 0.078] 2790 [D loss: (0.489)(R 0.484, F 0.493)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.391] [G acc: 0.141] 2791 [D loss: (0.544)(R 0.575, F 0.512)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.364] [G acc: 0.094] 2792 [D loss: (0.549)(R 0.570, F 0.527)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.449] [G acc: 0.047] 2793 [D loss: (0.524)(R 0.571, F 0.477)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.341] [G acc: 0.156] 2794 [D loss: (0.685)(R 0.545, F 0.825)] [D acc: (0.648)(0.672, 0.625)] [G loss: 1.483] [G acc: 0.016] 2795 [D loss: (0.529)(R 0.586, F 0.473)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.395] [G acc: 0.094] 2796 [D loss: (0.608)(R 0.736, F 0.480)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.294] [G acc: 0.156] 2797 [D loss: (0.579)(R 0.571, F 0.588)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.165] [G acc: 0.188] 2798 [D loss: (0.504)(R 0.540, F 0.469)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.286] [G acc: 0.141] 2799 [D loss: (0.549)(R 0.505, F 0.593)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.393] [G acc: 0.000] 2800 [D loss: (0.539)(R 0.576, F 0.502)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.411] [G acc: 0.047] 2801 [D loss: (0.590)(R 0.552, F 0.627)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.312] [G acc: 0.109] 2802 [D loss: (0.638)(R 0.715, F 0.561)] [D acc: (0.633)(0.469, 0.797)] [G loss: 1.408] [G acc: 0.031] 2803 [D loss: (0.568)(R 0.650, F 0.487)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.379] [G acc: 0.125] 2804 [D loss: (0.522)(R 0.557, F 0.487)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.408] [G acc: 0.062] 2805 [D loss: (0.557)(R 0.594, F 0.520)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.233] [G acc: 0.109] 2806 [D loss: (0.548)(R 0.548, F 0.548)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.224] [G acc: 0.141] 2807 [D loss: (0.504)(R 0.500, F 0.509)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.394] [G acc: 0.062] 2808 [D loss: (0.505)(R 0.514, F 0.495)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.399] [G acc: 0.078] 2809 [D loss: (0.566)(R 0.641, F 0.490)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.416] [G acc: 0.094] 2810 [D loss: (0.541)(R 0.550, F 0.533)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.419] [G acc: 0.094] 2811 [D loss: (0.508)(R 0.487, F 0.530)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.335] [G acc: 0.094] 2812 [D loss: (0.606)(R 0.602, F 0.609)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.379] [G acc: 0.078] 2813 [D loss: (0.562)(R 0.581, F 0.543)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.407] [G acc: 0.078] 2814 [D loss: (0.539)(R 0.607, F 0.471)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.262] [G acc: 0.141] 2815 [D loss: (0.508)(R 0.495, F 0.521)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.341] [G acc: 0.125] 2816 [D loss: (0.545)(R 0.581, F 0.510)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.190] [G acc: 0.203] 2817 [D loss: (0.557)(R 0.499, F 0.615)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.321] [G acc: 0.062] 2818 [D loss: (0.559)(R 0.513, F 0.605)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.253] [G acc: 0.141] 2819 [D loss: (0.599)(R 0.626, F 0.572)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.298] [G acc: 0.125] 2820 [D loss: (0.570)(R 0.580, F 0.560)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.405] [G acc: 0.078] 2821 [D loss: (0.563)(R 0.594, F 0.531)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.327] [G acc: 0.078] 2822 [D loss: (0.545)(R 0.498, F 0.591)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.345] [G acc: 0.031] 2823 [D loss: (0.498)(R 0.487, F 0.510)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.371] [G acc: 0.125] 2824 [D loss: (0.506)(R 0.452, F 0.560)] [D acc: (0.750)(0.766, 0.734)] [G loss: 1.424] [G acc: 0.109] 2825 [D loss: (0.545)(R 0.552, F 0.538)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.465] [G acc: 0.078] 2826 [D loss: (0.494)(R 0.570, F 0.419)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.378] [G acc: 0.125] 2827 [D loss: (0.549)(R 0.547, F 0.550)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.350] [G acc: 0.047] 2828 [D loss: (0.487)(R 0.556, F 0.418)] [D acc: (0.797)(0.688, 0.906)] [G loss: 1.396] [G acc: 0.047] 2829 [D loss: (0.585)(R 0.614, F 0.556)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.316] [G acc: 0.141] 2830 [D loss: (0.549)(R 0.503, F 0.596)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.311] [G acc: 0.141] 2831 [D loss: (0.563)(R 0.577, F 0.550)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.340] [G acc: 0.141] 2832 [D loss: (0.504)(R 0.499, F 0.510)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.274] [G acc: 0.125] 2833 [D loss: (0.614)(R 0.691, F 0.536)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.243] [G acc: 0.188] 2834 [D loss: (0.489)(R 0.416, F 0.563)] [D acc: (0.820)(0.812, 0.828)] [G loss: 1.391] [G acc: 0.094] 2835 [D loss: (0.508)(R 0.570, F 0.447)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.393] [G acc: 0.047] 2836 [D loss: (0.510)(R 0.446, F 0.574)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.430] [G acc: 0.109] 2837 [D loss: (0.554)(R 0.695, F 0.414)] [D acc: (0.680)(0.500, 0.859)] [G loss: 1.366] [G acc: 0.078] 2838 [D loss: (0.551)(R 0.556, F 0.546)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.311] [G acc: 0.188] 2839 [D loss: (0.519)(R 0.520, F 0.518)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.364] [G acc: 0.031] 2840 [D loss: (0.481)(R 0.440, F 0.521)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.449] [G acc: 0.141] 2841 [D loss: (0.525)(R 0.476, F 0.574)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.411] [G acc: 0.109] 2842 [D loss: (0.464)(R 0.536, F 0.392)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.313] [G acc: 0.125] 2843 [D loss: (0.486)(R 0.469, F 0.504)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.421] [G acc: 0.094] 2844 [D loss: (0.506)(R 0.401, F 0.611)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.574] [G acc: 0.125] 2845 [D loss: (0.515)(R 0.525, F 0.504)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.393] [G acc: 0.109] 2846 [D loss: (0.517)(R 0.612, F 0.422)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.533] [G acc: 0.062] 2847 [D loss: (0.574)(R 0.592, F 0.555)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.384] [G acc: 0.109] 2848 [D loss: (0.497)(R 0.459, F 0.535)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.324] [G acc: 0.062] 2849 [D loss: (0.594)(R 0.603, F 0.586)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.330] [G acc: 0.141] 2850 [D loss: (0.555)(R 0.553, F 0.556)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.452] [G acc: 0.141] 2851 [D loss: (0.642)(R 0.606, F 0.678)] [D acc: (0.609)(0.609, 0.609)] [G loss: 1.616] [G acc: 0.031] 2852 [D loss: (0.532)(R 0.604, F 0.459)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.325] [G acc: 0.125] 2853 [D loss: (0.505)(R 0.529, F 0.480)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.353] [G acc: 0.156] 2854 [D loss: (0.577)(R 0.538, F 0.615)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.375] [G acc: 0.094] 2855 [D loss: (0.548)(R 0.658, F 0.437)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.357] [G acc: 0.125] 2856 [D loss: (0.457)(R 0.436, F 0.478)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.345] [G acc: 0.078] 2857 [D loss: (0.486)(R 0.453, F 0.518)] [D acc: (0.789)(0.797, 0.781)] [G loss: 1.412] [G acc: 0.094] 2858 [D loss: (0.570)(R 0.610, F 0.530)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.292] [G acc: 0.141] 2859 [D loss: (0.497)(R 0.487, F 0.506)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.316] [G acc: 0.156] 2860 [D loss: (0.614)(R 0.520, F 0.707)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.333] [G acc: 0.109] 2861 [D loss: (0.566)(R 0.715, F 0.416)] [D acc: (0.703)(0.547, 0.859)] [G loss: 1.325] [G acc: 0.094] 2862 [D loss: (0.506)(R 0.544, F 0.468)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.400] [G acc: 0.125] 2863 [D loss: (0.589)(R 0.557, F 0.621)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.364] [G acc: 0.109] 2864 [D loss: (0.424)(R 0.414, F 0.434)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.258] [G acc: 0.094] 2865 [D loss: (0.527)(R 0.509, F 0.545)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.561] [G acc: 0.094] 2866 [D loss: (0.546)(R 0.590, F 0.501)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.335] [G acc: 0.188] 2867 [D loss: (0.509)(R 0.552, F 0.466)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.377] [G acc: 0.141] 2868 [D loss: (0.599)(R 0.593, F 0.605)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.338] [G acc: 0.062] 2869 [D loss: (0.472)(R 0.524, F 0.420)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.365] [G acc: 0.125] 2870 [D loss: (0.495)(R 0.524, F 0.466)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.380] [G acc: 0.062] 2871 [D loss: (0.515)(R 0.475, F 0.555)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.530] [G acc: 0.094] 2872 [D loss: (0.478)(R 0.419, F 0.537)] [D acc: (0.789)(0.797, 0.781)] [G loss: 1.406] [G acc: 0.016] 2873 [D loss: (0.389)(R 0.335, F 0.442)] [D acc: (0.820)(0.828, 0.812)] [G loss: 1.568] [G acc: 0.047] 2874 [D loss: (0.431)(R 0.424, F 0.439)] [D acc: (0.812)(0.797, 0.828)] [G loss: 1.781] [G acc: 0.062] 2875 [D loss: (0.522)(R 0.521, F 0.523)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.513] [G acc: 0.109] 2876 [D loss: (0.479)(R 0.460, F 0.498)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.522] [G acc: 0.094] 2877 [D loss: (0.592)(R 0.575, F 0.610)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.498] [G acc: 0.062] 2878 [D loss: (0.565)(R 0.649, F 0.480)] [D acc: (0.695)(0.547, 0.844)] [G loss: 1.511] [G acc: 0.078] 2879 [D loss: (0.476)(R 0.534, F 0.417)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.537] [G acc: 0.078] 2880 [D loss: (0.515)(R 0.470, F 0.561)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.653] [G acc: 0.047] 2881 [D loss: (0.530)(R 0.460, F 0.601)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.647] [G acc: 0.078] 2882 [D loss: (0.523)(R 0.580, F 0.467)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.414] [G acc: 0.125] 2883 [D loss: (0.440)(R 0.408, F 0.472)] [D acc: (0.844)(0.828, 0.859)] [G loss: 1.576] [G acc: 0.109] 2884 [D loss: (0.589)(R 0.735, F 0.442)] [D acc: (0.695)(0.516, 0.875)] [G loss: 1.414] [G acc: 0.094] 2885 [D loss: (0.464)(R 0.419, F 0.508)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.543] [G acc: 0.156] 2886 [D loss: (0.536)(R 0.502, F 0.571)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.508] [G acc: 0.156] 2887 [D loss: (0.619)(R 0.650, F 0.587)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.386] [G acc: 0.141] 2888 [D loss: (0.559)(R 0.560, F 0.558)] [D acc: (0.664)(0.641, 0.688)] [G loss: 1.481] [G acc: 0.094] 2889 [D loss: (0.541)(R 0.530, F 0.551)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.598] [G acc: 0.047] 2890 [D loss: (0.599)(R 0.662, F 0.537)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.429] [G acc: 0.094] 2891 [D loss: (0.562)(R 0.726, F 0.398)] [D acc: (0.664)(0.453, 0.875)] [G loss: 1.400] [G acc: 0.141] 2892 [D loss: (0.578)(R 0.664, F 0.492)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.452] [G acc: 0.031] 2893 [D loss: (0.498)(R 0.422, F 0.575)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.364] [G acc: 0.094] 2894 [D loss: (0.589)(R 0.579, F 0.600)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.373] [G acc: 0.078] 2895 [D loss: (0.517)(R 0.462, F 0.572)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.324] [G acc: 0.172] 2896 [D loss: (0.589)(R 0.661, F 0.517)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.326] [G acc: 0.016] 2897 [D loss: (0.527)(R 0.557, F 0.497)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.539] [G acc: 0.062] 2898 [D loss: (0.503)(R 0.458, F 0.548)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.284] [G acc: 0.141] 2899 [D loss: (0.456)(R 0.439, F 0.472)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.504] [G acc: 0.047] 2900 [D loss: (0.446)(R 0.395, F 0.498)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.441] [G acc: 0.109] 2901 [D loss: (0.531)(R 0.578, F 0.485)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.346] [G acc: 0.156] 2902 [D loss: (0.601)(R 0.623, F 0.578)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.438] [G acc: 0.062] 2903 [D loss: (0.549)(R 0.588, F 0.509)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.412] [G acc: 0.047] 2904 [D loss: (0.562)(R 0.612, F 0.513)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.330] [G acc: 0.094] 2905 [D loss: (0.435)(R 0.451, F 0.419)] [D acc: (0.828)(0.766, 0.891)] [G loss: 1.291] [G acc: 0.094] 2906 [D loss: (0.411)(R 0.356, F 0.467)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.548] [G acc: 0.109] 2907 [D loss: (0.518)(R 0.557, F 0.480)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.378] [G acc: 0.062] 2908 [D loss: (0.600)(R 0.579, F 0.622)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.585] [G acc: 0.047] 2909 [D loss: (0.555)(R 0.562, F 0.549)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.499] [G acc: 0.125] 2910 [D loss: (0.464)(R 0.476, F 0.452)] [D acc: (0.836)(0.781, 0.891)] [G loss: 1.575] [G acc: 0.078] 2911 [D loss: (0.566)(R 0.395, F 0.736)] [D acc: (0.789)(0.812, 0.766)] [G loss: 1.464] [G acc: 0.031] 2912 [D loss: (0.624)(R 0.745, F 0.502)] [D acc: (0.656)(0.500, 0.812)] [G loss: 1.330] [G acc: 0.094] 2913 [D loss: (0.461)(R 0.494, F 0.427)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.490] [G acc: 0.031] 2914 [D loss: (0.530)(R 0.635, F 0.426)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.349] [G acc: 0.156] 2915 [D loss: (0.480)(R 0.471, F 0.490)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.540] [G acc: 0.141] 2916 [D loss: (0.413)(R 0.395, F 0.431)] [D acc: (0.844)(0.781, 0.906)] [G loss: 1.413] [G acc: 0.047] 2917 [D loss: (0.568)(R 0.631, F 0.505)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.309] [G acc: 0.172] 2918 [D loss: (0.492)(R 0.537, F 0.448)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.501] [G acc: 0.078] 2919 [D loss: (0.569)(R 0.554, F 0.584)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.460] [G acc: 0.078] 2920 [D loss: (0.481)(R 0.479, F 0.483)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.581] [G acc: 0.031] 2921 [D loss: (0.535)(R 0.566, F 0.503)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.345] [G acc: 0.078] 2922 [D loss: (0.567)(R 0.548, F 0.587)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.361] [G acc: 0.125] 2923 [D loss: (0.457)(R 0.513, F 0.401)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.474] [G acc: 0.078] 2924 [D loss: (0.542)(R 0.506, F 0.577)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.451] [G acc: 0.125] 2925 [D loss: (0.552)(R 0.517, F 0.587)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.324] [G acc: 0.109] 2926 [D loss: (0.616)(R 0.559, F 0.673)] [D acc: (0.656)(0.625, 0.688)] [G loss: 1.465] [G acc: 0.078] 2927 [D loss: (0.451)(R 0.444, F 0.459)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.478] [G acc: 0.062] 2928 [D loss: (0.470)(R 0.432, F 0.507)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.380] [G acc: 0.141] 2929 [D loss: (0.538)(R 0.505, F 0.571)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.453] [G acc: 0.031] 2930 [D loss: (0.554)(R 0.609, F 0.498)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.545] [G acc: 0.078] 2931 [D loss: (0.515)(R 0.504, F 0.526)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.371] [G acc: 0.047] 2932 [D loss: (0.588)(R 0.696, F 0.479)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.346] [G acc: 0.094] 2933 [D loss: (0.521)(R 0.448, F 0.593)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.549] [G acc: 0.078] 2934 [D loss: (0.512)(R 0.580, F 0.444)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.512] [G acc: 0.062] 2935 [D loss: (0.568)(R 0.649, F 0.486)] [D acc: (0.656)(0.531, 0.781)] [G loss: 1.377] [G acc: 0.109] 2936 [D loss: (0.602)(R 0.538, F 0.666)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.480] [G acc: 0.078] 2937 [D loss: (0.572)(R 0.627, F 0.518)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.446] [G acc: 0.062] 2938 [D loss: (0.562)(R 0.613, F 0.512)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.331] [G acc: 0.109] 2939 [D loss: (0.524)(R 0.571, F 0.477)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.204] [G acc: 0.188] 2940 [D loss: (0.520)(R 0.458, F 0.583)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.431] [G acc: 0.094] 2941 [D loss: (0.552)(R 0.588, F 0.516)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.354] [G acc: 0.125] 2942 [D loss: (0.530)(R 0.569, F 0.492)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.220] [G acc: 0.125] 2943 [D loss: (0.583)(R 0.684, F 0.483)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.316] [G acc: 0.156] 2944 [D loss: (0.537)(R 0.507, F 0.567)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.259] [G acc: 0.141] 2945 [D loss: (0.583)(R 0.649, F 0.516)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.230] [G acc: 0.141] 2946 [D loss: (0.589)(R 0.524, F 0.654)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.240] [G acc: 0.109] 2947 [D loss: (0.564)(R 0.537, F 0.590)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.331] [G acc: 0.094] 2948 [D loss: (0.567)(R 0.614, F 0.520)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.163] [G acc: 0.109] 2949 [D loss: (0.499)(R 0.412, F 0.586)] [D acc: (0.734)(0.766, 0.703)] [G loss: 1.409] [G acc: 0.141] 2950 [D loss: (0.478)(R 0.571, F 0.385)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.325] [G acc: 0.109] 2951 [D loss: (0.561)(R 0.524, F 0.599)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.411] [G acc: 0.047] 2952 [D loss: (0.590)(R 0.657, F 0.524)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.418] [G acc: 0.062] 2953 [D loss: (0.540)(R 0.516, F 0.563)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.224] [G acc: 0.094] 2954 [D loss: (0.556)(R 0.639, F 0.473)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.358] [G acc: 0.047] 2955 [D loss: (0.489)(R 0.454, F 0.525)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.221] [G acc: 0.156] 2956 [D loss: (0.499)(R 0.530, F 0.469)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.238] [G acc: 0.156] 2957 [D loss: (0.519)(R 0.547, F 0.491)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.429] [G acc: 0.078] 2958 [D loss: (0.527)(R 0.558, F 0.496)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.268] [G acc: 0.156] 2959 [D loss: (0.556)(R 0.502, F 0.609)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.381] [G acc: 0.094] 2960 [D loss: (0.582)(R 0.586, F 0.578)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.439] [G acc: 0.078] 2961 [D loss: (0.557)(R 0.668, F 0.445)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.308] [G acc: 0.078] 2962 [D loss: (0.563)(R 0.670, F 0.455)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.290] [G acc: 0.141] 2963 [D loss: (0.472)(R 0.471, F 0.473)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.409] [G acc: 0.062] 2964 [D loss: (0.553)(R 0.571, F 0.535)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.175] [G acc: 0.172] 2965 [D loss: (0.531)(R 0.452, F 0.609)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.400] [G acc: 0.094] 2966 [D loss: (0.638)(R 0.721, F 0.554)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.289] [G acc: 0.125] 2967 [D loss: (0.520)(R 0.509, F 0.530)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.228] [G acc: 0.141] 2968 [D loss: (0.519)(R 0.502, F 0.535)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.442] [G acc: 0.141] 2969 [D loss: (0.458)(R 0.493, F 0.424)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.465] [G acc: 0.141] 2970 [D loss: (0.586)(R 0.657, F 0.515)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.321] [G acc: 0.031] 2971 [D loss: (0.432)(R 0.406, F 0.457)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.476] [G acc: 0.031] 2972 [D loss: (0.464)(R 0.443, F 0.484)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.408] [G acc: 0.125] 2973 [D loss: (0.536)(R 0.605, F 0.466)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.425] [G acc: 0.094] 2974 [D loss: (0.444)(R 0.446, F 0.443)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.587] [G acc: 0.109] 2975 [D loss: (0.497)(R 0.536, F 0.458)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.477] [G acc: 0.078] 2976 [D loss: (0.527)(R 0.495, F 0.559)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.498] [G acc: 0.031] 2977 [D loss: (0.603)(R 0.561, F 0.644)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.529] [G acc: 0.016] 2978 [D loss: (0.523)(R 0.624, F 0.422)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.362] [G acc: 0.031] 2979 [D loss: (0.657)(R 0.841, F 0.472)] [D acc: (0.641)(0.453, 0.828)] [G loss: 1.336] [G acc: 0.078] 2980 [D loss: (0.546)(R 0.478, F 0.614)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.286] [G acc: 0.047] 2981 [D loss: (0.513)(R 0.577, F 0.449)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.350] [G acc: 0.109] 2982 [D loss: (0.433)(R 0.415, F 0.451)] [D acc: (0.828)(0.750, 0.906)] [G loss: 1.404] [G acc: 0.125] 2983 [D loss: (0.588)(R 0.527, F 0.649)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.294] [G acc: 0.141] 2984 [D loss: (0.617)(R 0.660, F 0.574)] [D acc: (0.672)(0.531, 0.812)] [G loss: 1.395] [G acc: 0.078] 2985 [D loss: (0.543)(R 0.577, F 0.508)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.448] [G acc: 0.078] 2986 [D loss: (0.586)(R 0.546, F 0.625)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.346] [G acc: 0.094] 2987 [D loss: (0.512)(R 0.639, F 0.384)] [D acc: (0.766)(0.578, 0.953)] [G loss: 1.238] [G acc: 0.125] 2988 [D loss: (0.499)(R 0.492, F 0.506)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.254] [G acc: 0.125] 2989 [D loss: (0.554)(R 0.502, F 0.607)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.400] [G acc: 0.078] 2990 [D loss: (0.552)(R 0.664, F 0.440)] [D acc: (0.695)(0.531, 0.859)] [G loss: 1.307] [G acc: 0.094] 2991 [D loss: (0.531)(R 0.525, F 0.537)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.475] [G acc: 0.047] 2992 [D loss: (0.582)(R 0.611, F 0.553)] [D acc: (0.648)(0.516, 0.781)] [G loss: 1.273] [G acc: 0.016] 2993 [D loss: (0.522)(R 0.563, F 0.481)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.296] [G acc: 0.062] 2994 [D loss: (0.510)(R 0.478, F 0.543)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.296] [G acc: 0.078] 2995 [D loss: (0.510)(R 0.589, F 0.430)] [D acc: (0.773)(0.625, 0.922)] [G loss: 1.226] [G acc: 0.141] 2996 [D loss: (0.603)(R 0.423, F 0.783)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.226] [G acc: 0.125] 2997 [D loss: (0.513)(R 0.569, F 0.457)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.509] [G acc: 0.078] 2998 [D loss: (0.576)(R 0.650, F 0.501)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.389] [G acc: 0.094] 2999 [D loss: (0.500)(R 0.529, F 0.471)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.332] [G acc: 0.047] 3000 [D loss: (0.519)(R 0.507, F 0.532)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.311] [G acc: 0.094] 3001 [D loss: (0.555)(R 0.523, F 0.587)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.383] [G acc: 0.109] 3002 [D loss: (0.549)(R 0.478, F 0.620)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.450] [G acc: 0.109] 3003 [D loss: (0.550)(R 0.610, F 0.490)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.482] [G acc: 0.047] 3004 [D loss: (0.493)(R 0.508, F 0.478)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.438] [G acc: 0.062] 3005 [D loss: (0.497)(R 0.540, F 0.454)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.479] [G acc: 0.094] 3006 [D loss: (0.520)(R 0.501, F 0.539)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.480] [G acc: 0.062] 3007 [D loss: (0.520)(R 0.583, F 0.457)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.455] [G acc: 0.047] 3008 [D loss: (0.561)(R 0.606, F 0.516)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.291] [G acc: 0.109] 3009 [D loss: (0.548)(R 0.620, F 0.476)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.253] [G acc: 0.094] 3010 [D loss: (0.472)(R 0.507, F 0.437)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.259] [G acc: 0.109] 3011 [D loss: (0.474)(R 0.426, F 0.523)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.268] [G acc: 0.188] 3012 [D loss: (0.595)(R 0.431, F 0.759)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.442] [G acc: 0.031] 3013 [D loss: (0.584)(R 0.666, F 0.502)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.348] [G acc: 0.078] 3014 [D loss: (0.534)(R 0.508, F 0.561)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.363] [G acc: 0.109] 3015 [D loss: (0.546)(R 0.609, F 0.483)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.299] [G acc: 0.109] 3016 [D loss: (0.531)(R 0.541, F 0.520)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.307] [G acc: 0.094] 3017 [D loss: (0.460)(R 0.508, F 0.411)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.323] [G acc: 0.094] 3018 [D loss: (0.485)(R 0.511, F 0.460)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.298] [G acc: 0.141] 3019 [D loss: (0.645)(R 0.562, F 0.729)] [D acc: (0.648)(0.641, 0.656)] [G loss: 1.316] [G acc: 0.156] 3020 [D loss: (0.532)(R 0.549, F 0.515)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.390] [G acc: 0.062] 3021 [D loss: (0.558)(R 0.581, F 0.535)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.282] [G acc: 0.156] 3022 [D loss: (0.552)(R 0.482, F 0.622)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.393] [G acc: 0.047] 3023 [D loss: (0.514)(R 0.542, F 0.486)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.466] [G acc: 0.062] 3024 [D loss: (0.575)(R 0.501, F 0.649)] [D acc: (0.641)(0.688, 0.594)] [G loss: 1.209] [G acc: 0.172] 3025 [D loss: (0.614)(R 0.645, F 0.583)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.407] [G acc: 0.047] 3026 [D loss: (0.506)(R 0.562, F 0.449)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.388] [G acc: 0.047] 3027 [D loss: (0.539)(R 0.559, F 0.519)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.505] [G acc: 0.078] 3028 [D loss: (0.645)(R 0.665, F 0.625)] [D acc: (0.609)(0.578, 0.641)] [G loss: 1.388] [G acc: 0.047] 3029 [D loss: (0.516)(R 0.566, F 0.466)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.405] [G acc: 0.047] 3030 [D loss: (0.415)(R 0.429, F 0.402)] [D acc: (0.836)(0.781, 0.891)] [G loss: 1.149] [G acc: 0.250] 3031 [D loss: (0.581)(R 0.548, F 0.614)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.436] [G acc: 0.125] 3032 [D loss: (0.548)(R 0.601, F 0.495)] [D acc: (0.727)(0.578, 0.875)] [G loss: 1.296] [G acc: 0.094] 3033 [D loss: (0.590)(R 0.661, F 0.519)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.263] [G acc: 0.125] 3034 [D loss: (0.466)(R 0.432, F 0.500)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.392] [G acc: 0.125] 3035 [D loss: (0.506)(R 0.533, F 0.479)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.364] [G acc: 0.047] 3036 [D loss: (0.517)(R 0.498, F 0.537)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.322] [G acc: 0.109] 3037 [D loss: (0.479)(R 0.441, F 0.517)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.326] [G acc: 0.094] 3038 [D loss: (0.575)(R 0.503, F 0.648)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.490] [G acc: 0.031] 3039 [D loss: (0.575)(R 0.697, F 0.453)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.397] [G acc: 0.062] 3040 [D loss: (0.534)(R 0.586, F 0.482)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.259] [G acc: 0.172] 3041 [D loss: (0.581)(R 0.512, F 0.651)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.208] [G acc: 0.172] 3042 [D loss: (0.540)(R 0.445, F 0.635)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.273] [G acc: 0.078] 3043 [D loss: (0.485)(R 0.507, F 0.464)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.312] [G acc: 0.172] 3044 [D loss: (0.623)(R 0.517, F 0.728)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.370] [G acc: 0.062] 3045 [D loss: (0.538)(R 0.667, F 0.409)] [D acc: (0.695)(0.484, 0.906)] [G loss: 1.341] [G acc: 0.078] 3046 [D loss: (0.536)(R 0.503, F 0.569)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.394] [G acc: 0.094] 3047 [D loss: (0.483)(R 0.574, F 0.392)] [D acc: (0.789)(0.641, 0.938)] [G loss: 1.278] [G acc: 0.125] 3048 [D loss: (0.448)(R 0.385, F 0.511)] [D acc: (0.781)(0.797, 0.766)] [G loss: 1.460] [G acc: 0.125] 3049 [D loss: (0.574)(R 0.572, F 0.576)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.287] [G acc: 0.203] 3050 [D loss: (0.535)(R 0.540, F 0.531)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.402] [G acc: 0.078] 3051 [D loss: (0.532)(R 0.629, F 0.435)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.461] [G acc: 0.109] 3052 [D loss: (0.527)(R 0.552, F 0.502)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.422] [G acc: 0.141] 3053 [D loss: (0.484)(R 0.477, F 0.492)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.413] [G acc: 0.125] 3054 [D loss: (0.598)(R 0.579, F 0.617)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.460] [G acc: 0.047] 3055 [D loss: (0.537)(R 0.612, F 0.461)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.370] [G acc: 0.047] 3056 [D loss: (0.516)(R 0.555, F 0.477)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.341] [G acc: 0.109] 3057 [D loss: (0.498)(R 0.479, F 0.517)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.433] [G acc: 0.156] 3058 [D loss: (0.539)(R 0.573, F 0.505)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.457] [G acc: 0.078] 3059 [D loss: (0.518)(R 0.474, F 0.562)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.317] [G acc: 0.109] 3060 [D loss: (0.525)(R 0.478, F 0.572)] [D acc: (0.695)(0.734, 0.656)] [G loss: 1.450] [G acc: 0.062] 3061 [D loss: (0.532)(R 0.540, F 0.524)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.377] [G acc: 0.156] 3062 [D loss: (0.512)(R 0.542, F 0.481)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.318] [G acc: 0.078] 3063 [D loss: (0.519)(R 0.544, F 0.494)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.395] [G acc: 0.109] 3064 [D loss: (0.511)(R 0.484, F 0.539)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.357] [G acc: 0.078] 3065 [D loss: (0.466)(R 0.455, F 0.477)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.359] [G acc: 0.078] 3066 [D loss: (0.534)(R 0.606, F 0.463)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.354] [G acc: 0.141] 3067 [D loss: (0.489)(R 0.505, F 0.473)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.338] [G acc: 0.062] 3068 [D loss: (0.568)(R 0.529, F 0.607)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.374] [G acc: 0.016] 3069 [D loss: (0.513)(R 0.526, F 0.501)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.306] [G acc: 0.094] 3070 [D loss: (0.558)(R 0.573, F 0.544)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.424] [G acc: 0.141] 3071 [D loss: (0.494)(R 0.532, F 0.457)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.190] [G acc: 0.156] 3072 [D loss: (0.622)(R 0.607, F 0.636)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.219] [G acc: 0.141] 3073 [D loss: (0.576)(R 0.651, F 0.502)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.237] [G acc: 0.094] 3074 [D loss: (0.598)(R 0.488, F 0.707)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.521] [G acc: 0.078] 3075 [D loss: (0.555)(R 0.565, F 0.545)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.448] [G acc: 0.109] 3076 [D loss: (0.544)(R 0.610, F 0.478)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.380] [G acc: 0.062] 3077 [D loss: (0.507)(R 0.471, F 0.543)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.440] [G acc: 0.031] 3078 [D loss: (0.585)(R 0.619, F 0.550)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.401] [G acc: 0.125] 3079 [D loss: (0.536)(R 0.603, F 0.469)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.450] [G acc: 0.109] 3080 [D loss: (0.544)(R 0.534, F 0.555)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.311] [G acc: 0.172] 3081 [D loss: (0.441)(R 0.476, F 0.407)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.466] [G acc: 0.062] 3082 [D loss: (0.426)(R 0.399, F 0.454)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.405] [G acc: 0.109] 3083 [D loss: (0.452)(R 0.428, F 0.477)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.323] [G acc: 0.109] 3084 [D loss: (0.510)(R 0.437, F 0.582)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.557] [G acc: 0.125] 3085 [D loss: (0.608)(R 0.552, F 0.664)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.428] [G acc: 0.125] 3086 [D loss: (0.534)(R 0.512, F 0.556)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.378] [G acc: 0.141] 3087 [D loss: (0.505)(R 0.541, F 0.469)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.780] [G acc: 0.016] 3088 [D loss: (0.636)(R 0.794, F 0.477)] [D acc: (0.664)(0.500, 0.828)] [G loss: 1.409] [G acc: 0.078] 3089 [D loss: (0.500)(R 0.481, F 0.519)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.375] [G acc: 0.141] 3090 [D loss: (0.585)(R 0.589, F 0.581)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.401] [G acc: 0.031] 3091 [D loss: (0.461)(R 0.541, F 0.380)] [D acc: (0.812)(0.688, 0.938)] [G loss: 1.454] [G acc: 0.078] 3092 [D loss: (0.489)(R 0.492, F 0.486)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.497] [G acc: 0.094] 3093 [D loss: (0.517)(R 0.595, F 0.440)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.505] [G acc: 0.094] 3094 [D loss: (0.468)(R 0.422, F 0.515)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.558] [G acc: 0.047] 3095 [D loss: (0.473)(R 0.531, F 0.415)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.411] [G acc: 0.062] 3096 [D loss: (0.567)(R 0.662, F 0.472)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.438] [G acc: 0.078] 3097 [D loss: (0.541)(R 0.624, F 0.458)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.308] [G acc: 0.094] 3098 [D loss: (0.594)(R 0.596, F 0.592)] [D acc: (0.633)(0.578, 0.688)] [G loss: 1.219] [G acc: 0.078] 3099 [D loss: (0.500)(R 0.539, F 0.462)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.314] [G acc: 0.062] 3100 [D loss: (0.619)(R 0.581, F 0.657)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.416] [G acc: 0.078] 3101 [D loss: (0.565)(R 0.650, F 0.480)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.344] [G acc: 0.078] 3102 [D loss: (0.552)(R 0.469, F 0.634)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.351] [G acc: 0.078] 3103 [D loss: (0.505)(R 0.593, F 0.417)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.340] [G acc: 0.094] 3104 [D loss: (0.542)(R 0.517, F 0.568)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.365] [G acc: 0.094] 3105 [D loss: (0.553)(R 0.614, F 0.492)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.274] [G acc: 0.141] 3106 [D loss: (0.494)(R 0.532, F 0.457)] [D acc: (0.797)(0.688, 0.906)] [G loss: 1.436] [G acc: 0.031] 3107 [D loss: (0.619)(R 0.659, F 0.580)] [D acc: (0.648)(0.531, 0.766)] [G loss: 1.306] [G acc: 0.109] 3108 [D loss: (0.536)(R 0.626, F 0.447)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.331] [G acc: 0.125] 3109 [D loss: (0.477)(R 0.432, F 0.522)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.291] [G acc: 0.141] 3110 [D loss: (0.521)(R 0.438, F 0.604)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.322] [G acc: 0.109] 3111 [D loss: (0.490)(R 0.478, F 0.502)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.417] [G acc: 0.078] 3112 [D loss: (0.485)(R 0.540, F 0.429)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.346] [G acc: 0.094] 3113 [D loss: (0.440)(R 0.414, F 0.466)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.432] [G acc: 0.078] 3114 [D loss: (0.564)(R 0.586, F 0.543)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.397] [G acc: 0.172] 3115 [D loss: (0.577)(R 0.550, F 0.605)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.279] [G acc: 0.156] 3116 [D loss: (0.560)(R 0.605, F 0.515)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.329] [G acc: 0.109] 3117 [D loss: (0.567)(R 0.640, F 0.495)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.389] [G acc: 0.125] 3118 [D loss: (0.625)(R 0.526, F 0.724)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.258] [G acc: 0.078] 3119 [D loss: (0.609)(R 0.523, F 0.695)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.328] [G acc: 0.047] 3120 [D loss: (0.610)(R 0.652, F 0.567)] [D acc: (0.641)(0.484, 0.797)] [G loss: 1.227] [G acc: 0.109] 3121 [D loss: (0.539)(R 0.591, F 0.487)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.301] [G acc: 0.094] 3122 [D loss: (0.557)(R 0.586, F 0.529)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.283] [G acc: 0.203] 3123 [D loss: (0.483)(R 0.455, F 0.511)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.388] [G acc: 0.062] 3124 [D loss: (0.565)(R 0.574, F 0.556)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.456] [G acc: 0.078] 3125 [D loss: (0.527)(R 0.508, F 0.545)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.376] [G acc: 0.062] 3126 [D loss: (0.562)(R 0.522, F 0.602)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.277] [G acc: 0.125] 3127 [D loss: (0.578)(R 0.619, F 0.536)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.428] [G acc: 0.031] 3128 [D loss: (0.469)(R 0.496, F 0.443)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.440] [G acc: 0.062] 3129 [D loss: (0.584)(R 0.530, F 0.638)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.366] [G acc: 0.062] 3130 [D loss: (0.432)(R 0.501, F 0.364)] [D acc: (0.836)(0.719, 0.953)] [G loss: 1.457] [G acc: 0.078] 3131 [D loss: (0.536)(R 0.540, F 0.532)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.403] [G acc: 0.078] 3132 [D loss: (0.514)(R 0.565, F 0.464)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.490] [G acc: 0.109] 3133 [D loss: (0.593)(R 0.498, F 0.688)] [D acc: (0.680)(0.703, 0.656)] [G loss: 1.428] [G acc: 0.062] 3134 [D loss: (0.565)(R 0.708, F 0.422)] [D acc: (0.719)(0.531, 0.906)] [G loss: 1.299] [G acc: 0.109] 3135 [D loss: (0.547)(R 0.538, F 0.556)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.409] [G acc: 0.109] 3136 [D loss: (0.519)(R 0.545, F 0.494)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.207] [G acc: 0.125] 3137 [D loss: (0.530)(R 0.458, F 0.601)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.469] [G acc: 0.094] 3138 [D loss: (0.563)(R 0.561, F 0.565)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.404] [G acc: 0.062] 3139 [D loss: (0.599)(R 0.657, F 0.540)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.314] [G acc: 0.078] 3140 [D loss: (0.580)(R 0.697, F 0.463)] [D acc: (0.664)(0.500, 0.828)] [G loss: 1.330] [G acc: 0.125] 3141 [D loss: (0.523)(R 0.482, F 0.565)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.292] [G acc: 0.141] 3142 [D loss: (0.570)(R 0.578, F 0.562)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.316] [G acc: 0.094] 3143 [D loss: (0.675)(R 0.638, F 0.712)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.402] [G acc: 0.094] 3144 [D loss: (0.487)(R 0.571, F 0.402)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.351] [G acc: 0.109] 3145 [D loss: (0.530)(R 0.553, F 0.507)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.305] [G acc: 0.156] 3146 [D loss: (0.644)(R 0.582, F 0.707)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.450] [G acc: 0.109] 3147 [D loss: (0.594)(R 0.656, F 0.532)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.478] [G acc: 0.078] 3148 [D loss: (0.476)(R 0.537, F 0.415)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.319] [G acc: 0.094] 3149 [D loss: (0.499)(R 0.448, F 0.551)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.249] [G acc: 0.141] 3150 [D loss: (0.490)(R 0.542, F 0.437)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.433] [G acc: 0.062] 3151 [D loss: (0.664)(R 0.824, F 0.505)] [D acc: (0.641)(0.453, 0.828)] [G loss: 1.188] [G acc: 0.125] 3152 [D loss: (0.527)(R 0.454, F 0.601)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.254] [G acc: 0.156] 3153 [D loss: (0.539)(R 0.571, F 0.507)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.242] [G acc: 0.141] 3154 [D loss: (0.535)(R 0.516, F 0.555)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.166] [G acc: 0.156] 3155 [D loss: (0.529)(R 0.451, F 0.608)] [D acc: (0.750)(0.766, 0.734)] [G loss: 1.283] [G acc: 0.109] 3156 [D loss: (0.532)(R 0.491, F 0.574)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.288] [G acc: 0.172] 3157 [D loss: (0.457)(R 0.371, F 0.544)] [D acc: (0.828)(0.859, 0.797)] [G loss: 1.515] [G acc: 0.094] 3158 [D loss: (0.481)(R 0.535, F 0.427)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.291] [G acc: 0.188] 3159 [D loss: (0.525)(R 0.383, F 0.667)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.563] [G acc: 0.062] 3160 [D loss: (0.558)(R 0.682, F 0.434)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.403] [G acc: 0.094] 3161 [D loss: (0.526)(R 0.546, F 0.506)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.419] [G acc: 0.125] 3162 [D loss: (0.546)(R 0.502, F 0.591)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.527] [G acc: 0.031] 3163 [D loss: (0.498)(R 0.492, F 0.503)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.303] [G acc: 0.062] 3164 [D loss: (0.608)(R 0.687, F 0.530)] [D acc: (0.719)(0.547, 0.891)] [G loss: 1.474] [G acc: 0.109] 3165 [D loss: (0.506)(R 0.404, F 0.608)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.360] [G acc: 0.156] 3166 [D loss: (0.527)(R 0.625, F 0.430)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.418] [G acc: 0.125] 3167 [D loss: (0.567)(R 0.596, F 0.537)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.268] [G acc: 0.172] 3168 [D loss: (0.594)(R 0.670, F 0.519)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.380] [G acc: 0.156] 3169 [D loss: (0.446)(R 0.392, F 0.500)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.370] [G acc: 0.094] 3170 [D loss: (0.576)(R 0.608, F 0.545)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.385] [G acc: 0.109] 3171 [D loss: (0.515)(R 0.533, F 0.497)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.327] [G acc: 0.109] 3172 [D loss: (0.602)(R 0.518, F 0.686)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.627] [G acc: 0.078] 3173 [D loss: (0.480)(R 0.520, F 0.440)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.285] [G acc: 0.141] 3174 [D loss: (0.508)(R 0.472, F 0.543)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.391] [G acc: 0.094] 3175 [D loss: (0.505)(R 0.573, F 0.437)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.326] [G acc: 0.172] 3176 [D loss: (0.519)(R 0.511, F 0.528)] [D acc: (0.695)(0.719, 0.672)] [G loss: 1.440] [G acc: 0.094] 3177 [D loss: (0.587)(R 0.557, F 0.616)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.342] [G acc: 0.125] 3178 [D loss: (0.543)(R 0.592, F 0.494)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.385] [G acc: 0.078] 3179 [D loss: (0.504)(R 0.516, F 0.491)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.481] [G acc: 0.109] 3180 [D loss: (0.540)(R 0.640, F 0.439)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.378] [G acc: 0.109] 3181 [D loss: (0.534)(R 0.504, F 0.563)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.403] [G acc: 0.141] 3182 [D loss: (0.503)(R 0.588, F 0.418)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.305] [G acc: 0.109] 3183 [D loss: (0.488)(R 0.428, F 0.547)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.511] [G acc: 0.109] 3184 [D loss: (0.466)(R 0.486, F 0.446)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.396] [G acc: 0.078] 3185 [D loss: (0.519)(R 0.603, F 0.434)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.457] [G acc: 0.109] 3186 [D loss: (0.535)(R 0.593, F 0.477)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.394] [G acc: 0.078] 3187 [D loss: (0.566)(R 0.530, F 0.602)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.404] [G acc: 0.062] 3188 [D loss: (0.551)(R 0.672, F 0.430)] [D acc: (0.680)(0.484, 0.875)] [G loss: 1.431] [G acc: 0.125] 3189 [D loss: (0.528)(R 0.528, F 0.527)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.433] [G acc: 0.141] 3190 [D loss: (0.629)(R 0.518, F 0.739)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.227] [G acc: 0.141] 3191 [D loss: (0.530)(R 0.527, F 0.533)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.369] [G acc: 0.125] 3192 [D loss: (0.475)(R 0.496, F 0.454)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.366] [G acc: 0.078] 3193 [D loss: (0.555)(R 0.544, F 0.565)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.339] [G acc: 0.172] 3194 [D loss: (0.543)(R 0.545, F 0.541)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.376] [G acc: 0.109] 3195 [D loss: (0.525)(R 0.524, F 0.526)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.568] [G acc: 0.109] 3196 [D loss: (0.573)(R 0.617, F 0.529)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.435] [G acc: 0.094] 3197 [D loss: (0.497)(R 0.468, F 0.525)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.458] [G acc: 0.078] 3198 [D loss: (0.499)(R 0.494, F 0.503)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.549] [G acc: 0.094] 3199 [D loss: (0.626)(R 0.583, F 0.669)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.433] [G acc: 0.094] 3200 [D loss: (0.510)(R 0.573, F 0.447)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.442] [G acc: 0.125] 3201 [D loss: (0.565)(R 0.634, F 0.497)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.403] [G acc: 0.109] 3202 [D loss: (0.518)(R 0.525, F 0.510)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.399] [G acc: 0.078] 3203 [D loss: (0.507)(R 0.528, F 0.486)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.330] [G acc: 0.062] 3204 [D loss: (0.585)(R 0.514, F 0.656)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.338] [G acc: 0.047] 3205 [D loss: (0.553)(R 0.547, F 0.558)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.396] [G acc: 0.062] 3206 [D loss: (0.573)(R 0.624, F 0.522)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.451] [G acc: 0.062] 3207 [D loss: (0.524)(R 0.570, F 0.479)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.416] [G acc: 0.094] 3208 [D loss: (0.470)(R 0.381, F 0.559)] [D acc: (0.844)(0.812, 0.875)] [G loss: 1.457] [G acc: 0.031] 3209 [D loss: (0.443)(R 0.434, F 0.452)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.355] [G acc: 0.172] 3210 [D loss: (0.451)(R 0.455, F 0.447)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.483] [G acc: 0.141] 3211 [D loss: (0.580)(R 0.519, F 0.640)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.495] [G acc: 0.156] 3212 [D loss: (0.517)(R 0.514, F 0.520)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.442] [G acc: 0.078] 3213 [D loss: (0.473)(R 0.511, F 0.435)] [D acc: (0.812)(0.750, 0.875)] [G loss: 1.479] [G acc: 0.094] 3214 [D loss: (0.539)(R 0.569, F 0.509)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.396] [G acc: 0.141] 3215 [D loss: (0.502)(R 0.582, F 0.423)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.371] [G acc: 0.172] 3216 [D loss: (0.502)(R 0.493, F 0.511)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.532] [G acc: 0.078] 3217 [D loss: (0.591)(R 0.601, F 0.582)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.394] [G acc: 0.031] 3218 [D loss: (0.485)(R 0.394, F 0.576)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.598] [G acc: 0.078] 3219 [D loss: (0.667)(R 0.816, F 0.519)] [D acc: (0.594)(0.438, 0.750)] [G loss: 1.423] [G acc: 0.047] 3220 [D loss: (0.591)(R 0.507, F 0.674)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.439] [G acc: 0.094] 3221 [D loss: (0.607)(R 0.700, F 0.514)] [D acc: (0.680)(0.516, 0.844)] [G loss: 1.311] [G acc: 0.109] 3222 [D loss: (0.565)(R 0.599, F 0.531)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.490] [G acc: 0.047] 3223 [D loss: (0.484)(R 0.523, F 0.446)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.377] [G acc: 0.109] 3224 [D loss: (0.492)(R 0.469, F 0.514)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.324] [G acc: 0.078] 3225 [D loss: (0.588)(R 0.570, F 0.606)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.350] [G acc: 0.094] 3226 [D loss: (0.580)(R 0.573, F 0.587)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.308] [G acc: 0.094] 3227 [D loss: (0.538)(R 0.612, F 0.463)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.421] [G acc: 0.078] 3228 [D loss: (0.628)(R 0.692, F 0.563)] [D acc: (0.625)(0.594, 0.656)] [G loss: 1.261] [G acc: 0.188] 3229 [D loss: (0.520)(R 0.504, F 0.537)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.286] [G acc: 0.062] 3230 [D loss: (0.574)(R 0.599, F 0.550)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.321] [G acc: 0.078] 3231 [D loss: (0.504)(R 0.500, F 0.508)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.314] [G acc: 0.109] 3232 [D loss: (0.607)(R 0.677, F 0.536)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.300] [G acc: 0.078] 3233 [D loss: (0.440)(R 0.435, F 0.446)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.375] [G acc: 0.062] 3234 [D loss: (0.475)(R 0.484, F 0.465)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.432] [G acc: 0.062] 3235 [D loss: (0.537)(R 0.531, F 0.543)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.321] [G acc: 0.062] 3236 [D loss: (0.526)(R 0.613, F 0.439)] [D acc: (0.695)(0.516, 0.875)] [G loss: 1.340] [G acc: 0.219] 3237 [D loss: (0.582)(R 0.617, F 0.547)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.381] [G acc: 0.094] 3238 [D loss: (0.581)(R 0.579, F 0.584)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.312] [G acc: 0.141] 3239 [D loss: (0.599)(R 0.573, F 0.625)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.282] [G acc: 0.094] 3240 [D loss: (0.499)(R 0.574, F 0.424)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.444] [G acc: 0.078] 3241 [D loss: (0.519)(R 0.563, F 0.475)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.377] [G acc: 0.125] 3242 [D loss: (0.584)(R 0.517, F 0.651)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.433] [G acc: 0.031] 3243 [D loss: (0.552)(R 0.548, F 0.557)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.298] [G acc: 0.109] 3244 [D loss: (0.488)(R 0.594, F 0.383)] [D acc: (0.797)(0.625, 0.969)] [G loss: 1.430] [G acc: 0.078] 3245 [D loss: (0.487)(R 0.534, F 0.440)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.493] [G acc: 0.062] 3246 [D loss: (0.546)(R 0.452, F 0.641)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.582] [G acc: 0.047] 3247 [D loss: (0.580)(R 0.717, F 0.444)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.370] [G acc: 0.141] 3248 [D loss: (0.534)(R 0.521, F 0.548)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.521] [G acc: 0.062] 3249 [D loss: (0.524)(R 0.557, F 0.492)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.346] [G acc: 0.172] 3250 [D loss: (0.576)(R 0.539, F 0.613)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.436] [G acc: 0.078] 3251 [D loss: (0.565)(R 0.558, F 0.572)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.250] [G acc: 0.156] 3252 [D loss: (0.563)(R 0.611, F 0.516)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.309] [G acc: 0.156] 3253 [D loss: (0.556)(R 0.536, F 0.577)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.453] [G acc: 0.109] 3254 [D loss: (0.548)(R 0.623, F 0.474)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.238] [G acc: 0.125] 3255 [D loss: (0.572)(R 0.581, F 0.564)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.469] [G acc: 0.031] 3256 [D loss: (0.550)(R 0.551, F 0.549)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.343] [G acc: 0.078] 3257 [D loss: (0.481)(R 0.473, F 0.489)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.308] [G acc: 0.203] 3258 [D loss: (0.468)(R 0.537, F 0.399)] [D acc: (0.789)(0.672, 0.906)] [G loss: 1.349] [G acc: 0.156] 3259 [D loss: (0.540)(R 0.474, F 0.605)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.344] [G acc: 0.125] 3260 [D loss: (0.497)(R 0.432, F 0.562)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.330] [G acc: 0.141] 3261 [D loss: (0.555)(R 0.508, F 0.602)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.462] [G acc: 0.141] 3262 [D loss: (0.440)(R 0.432, F 0.447)] [D acc: (0.828)(0.828, 0.828)] [G loss: 1.472] [G acc: 0.047] 3263 [D loss: (0.478)(R 0.385, F 0.571)] [D acc: (0.766)(0.781, 0.750)] [G loss: 1.589] [G acc: 0.109] 3264 [D loss: (0.570)(R 0.708, F 0.433)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.320] [G acc: 0.109] 3265 [D loss: (0.566)(R 0.478, F 0.653)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.452] [G acc: 0.094] 3266 [D loss: (0.550)(R 0.581, F 0.518)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.536] [G acc: 0.062] 3267 [D loss: (0.580)(R 0.636, F 0.524)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.401] [G acc: 0.078] 3268 [D loss: (0.658)(R 0.737, F 0.579)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.328] [G acc: 0.031] 3269 [D loss: (0.539)(R 0.536, F 0.542)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.301] [G acc: 0.109] 3270 [D loss: (0.517)(R 0.539, F 0.494)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.227] [G acc: 0.141] 3271 [D loss: (0.525)(R 0.560, F 0.490)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.428] [G acc: 0.078] 3272 [D loss: (0.515)(R 0.565, F 0.466)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.229] [G acc: 0.172] 3273 [D loss: (0.485)(R 0.518, F 0.452)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.420] [G acc: 0.078] 3274 [D loss: (0.518)(R 0.399, F 0.638)] [D acc: (0.742)(0.781, 0.703)] [G loss: 1.386] [G acc: 0.109] 3275 [D loss: (0.440)(R 0.451, F 0.430)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.507] [G acc: 0.047] 3276 [D loss: (0.534)(R 0.564, F 0.505)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.412] [G acc: 0.078] 3277 [D loss: (0.526)(R 0.513, F 0.540)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.360] [G acc: 0.141] 3278 [D loss: (0.553)(R 0.566, F 0.540)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.218] [G acc: 0.156] 3279 [D loss: (0.534)(R 0.486, F 0.583)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.428] [G acc: 0.062] 3280 [D loss: (0.488)(R 0.431, F 0.546)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.470] [G acc: 0.094] 3281 [D loss: (0.635)(R 0.688, F 0.581)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.332] [G acc: 0.062] 3282 [D loss: (0.495)(R 0.520, F 0.470)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.195] [G acc: 0.156] 3283 [D loss: (0.561)(R 0.508, F 0.614)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.344] [G acc: 0.094] 3284 [D loss: (0.507)(R 0.438, F 0.576)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.397] [G acc: 0.109] 3285 [D loss: (0.623)(R 0.578, F 0.667)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.433] [G acc: 0.094] 3286 [D loss: (0.588)(R 0.525, F 0.650)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.413] [G acc: 0.078] 3287 [D loss: (0.611)(R 0.724, F 0.499)] [D acc: (0.664)(0.531, 0.797)] [G loss: 1.286] [G acc: 0.094] 3288 [D loss: (0.608)(R 0.577, F 0.638)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.454] [G acc: 0.047] 3289 [D loss: (0.591)(R 0.680, F 0.503)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.460] [G acc: 0.094] 3290 [D loss: (0.432)(R 0.516, F 0.348)] [D acc: (0.805)(0.672, 0.938)] [G loss: 1.277] [G acc: 0.109] 3291 [D loss: (0.501)(R 0.591, F 0.412)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.268] [G acc: 0.125] 3292 [D loss: (0.404)(R 0.351, F 0.456)] [D acc: (0.859)(0.812, 0.906)] [G loss: 1.356] [G acc: 0.109] 3293 [D loss: (0.518)(R 0.510, F 0.527)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.400] [G acc: 0.062] 3294 [D loss: (0.493)(R 0.476, F 0.509)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.342] [G acc: 0.094] 3295 [D loss: (0.483)(R 0.529, F 0.438)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.376] [G acc: 0.109] 3296 [D loss: (0.539)(R 0.520, F 0.558)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.275] [G acc: 0.141] 3297 [D loss: (0.631)(R 0.529, F 0.732)] [D acc: (0.648)(0.656, 0.641)] [G loss: 1.402] [G acc: 0.047] 3298 [D loss: (0.518)(R 0.622, F 0.413)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.492] [G acc: 0.062] 3299 [D loss: (0.450)(R 0.487, F 0.413)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.406] [G acc: 0.078] 3300 [D loss: (0.487)(R 0.449, F 0.526)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.369] [G acc: 0.156] 3301 [D loss: (0.577)(R 0.542, F 0.612)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.369] [G acc: 0.062] 3302 [D loss: (0.528)(R 0.576, F 0.480)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.380] [G acc: 0.109] 3303 [D loss: (0.541)(R 0.578, F 0.503)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.473] [G acc: 0.078] 3304 [D loss: (0.475)(R 0.462, F 0.487)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.504] [G acc: 0.094] 3305 [D loss: (0.457)(R 0.458, F 0.457)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.382] [G acc: 0.188] 3306 [D loss: (0.514)(R 0.545, F 0.482)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.435] [G acc: 0.062] 3307 [D loss: (0.545)(R 0.531, F 0.558)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.437] [G acc: 0.078] 3308 [D loss: (0.508)(R 0.529, F 0.487)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.641] [G acc: 0.031] 3309 [D loss: (0.560)(R 0.592, F 0.529)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.540] [G acc: 0.047] 3310 [D loss: (0.603)(R 0.754, F 0.453)] [D acc: (0.656)(0.484, 0.828)] [G loss: 1.463] [G acc: 0.141] 3311 [D loss: (0.534)(R 0.511, F 0.557)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.368] [G acc: 0.156] 3312 [D loss: (0.519)(R 0.416, F 0.621)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.470] [G acc: 0.047] 3313 [D loss: (0.539)(R 0.617, F 0.462)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.556] [G acc: 0.047] 3314 [D loss: (0.470)(R 0.477, F 0.463)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.478] [G acc: 0.094] 3315 [D loss: (0.430)(R 0.488, F 0.373)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.462] [G acc: 0.062] 3316 [D loss: (0.562)(R 0.427, F 0.696)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.570] [G acc: 0.062] 3317 [D loss: (0.653)(R 0.797, F 0.509)] [D acc: (0.688)(0.500, 0.875)] [G loss: 1.470] [G acc: 0.062] 3318 [D loss: (0.472)(R 0.516, F 0.427)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.520] [G acc: 0.047] 3319 [D loss: (0.522)(R 0.491, F 0.552)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.540] [G acc: 0.047] 3320 [D loss: (0.519)(R 0.618, F 0.419)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.552] [G acc: 0.062] 3321 [D loss: (0.434)(R 0.497, F 0.370)] [D acc: (0.828)(0.734, 0.922)] [G loss: 1.429] [G acc: 0.125] 3322 [D loss: (0.512)(R 0.475, F 0.550)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.296] [G acc: 0.156] 3323 [D loss: (0.496)(R 0.498, F 0.493)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.405] [G acc: 0.109] 3324 [D loss: (0.520)(R 0.619, F 0.422)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.430] [G acc: 0.094] 3325 [D loss: (0.484)(R 0.443, F 0.525)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.402] [G acc: 0.141] 3326 [D loss: (0.536)(R 0.553, F 0.520)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.444] [G acc: 0.078] 3327 [D loss: (0.603)(R 0.565, F 0.642)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.464] [G acc: 0.078] 3328 [D loss: (0.513)(R 0.554, F 0.472)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.431] [G acc: 0.000] 3329 [D loss: (0.565)(R 0.621, F 0.509)] [D acc: (0.680)(0.516, 0.844)] [G loss: 1.512] [G acc: 0.031] 3330 [D loss: (0.560)(R 0.716, F 0.404)] [D acc: (0.734)(0.547, 0.922)] [G loss: 1.351] [G acc: 0.125] 3331 [D loss: (0.567)(R 0.491, F 0.643)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.388] [G acc: 0.062] 3332 [D loss: (0.562)(R 0.579, F 0.545)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.340] [G acc: 0.156] 3333 [D loss: (0.524)(R 0.616, F 0.431)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.220] [G acc: 0.156] 3334 [D loss: (0.599)(R 0.548, F 0.649)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.418] [G acc: 0.062] 3335 [D loss: (0.507)(R 0.529, F 0.485)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.493] [G acc: 0.062] 3336 [D loss: (0.561)(R 0.616, F 0.506)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.325] [G acc: 0.078] 3337 [D loss: (0.547)(R 0.612, F 0.482)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.306] [G acc: 0.156] 3338 [D loss: (0.601)(R 0.502, F 0.700)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.368] [G acc: 0.062] 3339 [D loss: (0.579)(R 0.563, F 0.594)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.410] [G acc: 0.016] 3340 [D loss: (0.538)(R 0.574, F 0.502)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.296] [G acc: 0.109] 3341 [D loss: (0.486)(R 0.507, F 0.465)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.409] [G acc: 0.047] 3342 [D loss: (0.510)(R 0.569, F 0.450)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.264] [G acc: 0.172] 3343 [D loss: (0.502)(R 0.533, F 0.471)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.306] [G acc: 0.125] 3344 [D loss: (0.476)(R 0.417, F 0.536)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.537] [G acc: 0.047] 3345 [D loss: (0.553)(R 0.572, F 0.535)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.407] [G acc: 0.031] 3346 [D loss: (0.630)(R 0.599, F 0.660)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.388] [G acc: 0.062] 3347 [D loss: (0.500)(R 0.566, F 0.434)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.385] [G acc: 0.062] 3348 [D loss: (0.576)(R 0.548, F 0.604)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.373] [G acc: 0.047] 3349 [D loss: (0.522)(R 0.657, F 0.387)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.370] [G acc: 0.047] 3350 [D loss: (0.521)(R 0.524, F 0.517)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.394] [G acc: 0.062] 3351 [D loss: (0.470)(R 0.492, F 0.447)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.402] [G acc: 0.078] 3352 [D loss: (0.486)(R 0.477, F 0.495)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.357] [G acc: 0.078] 3353 [D loss: (0.507)(R 0.436, F 0.578)] [D acc: (0.742)(0.781, 0.703)] [G loss: 1.558] [G acc: 0.031] 3354 [D loss: (0.579)(R 0.662, F 0.497)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.368] [G acc: 0.094] 3355 [D loss: (0.577)(R 0.482, F 0.672)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.426] [G acc: 0.094] 3356 [D loss: (0.519)(R 0.605, F 0.433)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.318] [G acc: 0.094] 3357 [D loss: (0.521)(R 0.549, F 0.493)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.315] [G acc: 0.094] 3358 [D loss: (0.523)(R 0.491, F 0.555)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.311] [G acc: 0.156] 3359 [D loss: (0.482)(R 0.387, F 0.577)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.399] [G acc: 0.094] 3360 [D loss: (0.633)(R 0.618, F 0.648)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.388] [G acc: 0.078] 3361 [D loss: (0.448)(R 0.433, F 0.463)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.446] [G acc: 0.031] 3362 [D loss: (0.452)(R 0.480, F 0.424)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.445] [G acc: 0.156] 3363 [D loss: (0.505)(R 0.538, F 0.471)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.352] [G acc: 0.062] 3364 [D loss: (0.519)(R 0.603, F 0.436)] [D acc: (0.719)(0.562, 0.875)] [G loss: 1.466] [G acc: 0.062] 3365 [D loss: (0.440)(R 0.391, F 0.490)] [D acc: (0.812)(0.734, 0.891)] [G loss: 1.453] [G acc: 0.141] 3366 [D loss: (0.525)(R 0.541, F 0.508)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.505] [G acc: 0.062] 3367 [D loss: (0.495)(R 0.553, F 0.437)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.525] [G acc: 0.078] 3368 [D loss: (0.609)(R 0.487, F 0.730)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.389] [G acc: 0.094] 3369 [D loss: (0.575)(R 0.573, F 0.578)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.564] [G acc: 0.062] 3370 [D loss: (0.571)(R 0.661, F 0.482)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.403] [G acc: 0.094] 3371 [D loss: (0.523)(R 0.573, F 0.473)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.453] [G acc: 0.062] 3372 [D loss: (0.447)(R 0.401, F 0.493)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.374] [G acc: 0.109] 3373 [D loss: (0.561)(R 0.582, F 0.540)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.631] [G acc: 0.031] 3374 [D loss: (0.485)(R 0.549, F 0.421)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.390] [G acc: 0.094] 3375 [D loss: (0.522)(R 0.549, F 0.495)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.460] [G acc: 0.125] 3376 [D loss: (0.542)(R 0.591, F 0.493)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.456] [G acc: 0.078] 3377 [D loss: (0.546)(R 0.519, F 0.572)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.540] [G acc: 0.062] 3378 [D loss: (0.534)(R 0.549, F 0.519)] [D acc: (0.656)(0.625, 0.688)] [G loss: 1.463] [G acc: 0.125] 3379 [D loss: (0.444)(R 0.425, F 0.463)] [D acc: (0.828)(0.828, 0.828)] [G loss: 1.542] [G acc: 0.109] 3380 [D loss: (0.514)(R 0.487, F 0.540)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.445] [G acc: 0.078] 3381 [D loss: (0.514)(R 0.476, F 0.553)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.583] [G acc: 0.062] 3382 [D loss: (0.468)(R 0.538, F 0.399)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.553] [G acc: 0.078] 3383 [D loss: (0.485)(R 0.481, F 0.490)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.438] [G acc: 0.141] 3384 [D loss: (0.429)(R 0.431, F 0.426)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.440] [G acc: 0.078] 3385 [D loss: (0.642)(R 0.713, F 0.571)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.471] [G acc: 0.141] 3386 [D loss: (0.604)(R 0.682, F 0.527)] [D acc: (0.625)(0.516, 0.734)] [G loss: 1.541] [G acc: 0.062] 3387 [D loss: (0.575)(R 0.662, F 0.488)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.359] [G acc: 0.094] 3388 [D loss: (0.439)(R 0.421, F 0.458)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.403] [G acc: 0.172] 3389 [D loss: (0.503)(R 0.510, F 0.495)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.561] [G acc: 0.062] 3390 [D loss: (0.463)(R 0.475, F 0.450)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.408] [G acc: 0.078] 3391 [D loss: (0.535)(R 0.552, F 0.519)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.351] [G acc: 0.109] 3392 [D loss: (0.512)(R 0.517, F 0.506)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.397] [G acc: 0.094] 3393 [D loss: (0.469)(R 0.429, F 0.508)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.538] [G acc: 0.109] 3394 [D loss: (0.518)(R 0.494, F 0.542)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.444] [G acc: 0.094] 3395 [D loss: (0.416)(R 0.455, F 0.377)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.421] [G acc: 0.078] 3396 [D loss: (0.533)(R 0.660, F 0.406)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.402] [G acc: 0.109] 3397 [D loss: (0.457)(R 0.470, F 0.445)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.413] [G acc: 0.062] 3398 [D loss: (0.458)(R 0.448, F 0.468)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.369] [G acc: 0.109] 3399 [D loss: (0.564)(R 0.460, F 0.668)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.528] [G acc: 0.109] 3400 [D loss: (0.517)(R 0.570, F 0.463)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.553] [G acc: 0.078] 3401 [D loss: (0.546)(R 0.525, F 0.566)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.441] [G acc: 0.094] 3402 [D loss: (0.595)(R 0.653, F 0.538)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.445] [G acc: 0.047] 3403 [D loss: (0.549)(R 0.601, F 0.496)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.436] [G acc: 0.047] 3404 [D loss: (0.595)(R 0.682, F 0.507)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.456] [G acc: 0.125] 3405 [D loss: (0.471)(R 0.500, F 0.442)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.385] [G acc: 0.094] 3406 [D loss: (0.543)(R 0.445, F 0.641)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.393] [G acc: 0.109] 3407 [D loss: (0.530)(R 0.543, F 0.516)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.401] [G acc: 0.094] 3408 [D loss: (0.437)(R 0.449, F 0.426)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.433] [G acc: 0.094] 3409 [D loss: (0.524)(R 0.486, F 0.562)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.275] [G acc: 0.094] 3410 [D loss: (0.565)(R 0.513, F 0.617)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.358] [G acc: 0.047] 3411 [D loss: (0.550)(R 0.659, F 0.442)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.454] [G acc: 0.031] 3412 [D loss: (0.548)(R 0.577, F 0.520)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.404] [G acc: 0.078] 3413 [D loss: (0.502)(R 0.487, F 0.516)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.409] [G acc: 0.078] 3414 [D loss: (0.497)(R 0.523, F 0.470)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.426] [G acc: 0.078] 3415 [D loss: (0.550)(R 0.608, F 0.493)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.509] [G acc: 0.078] 3416 [D loss: (0.521)(R 0.488, F 0.553)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.632] [G acc: 0.016] 3417 [D loss: (0.524)(R 0.619, F 0.429)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.337] [G acc: 0.062] 3418 [D loss: (0.693)(R 0.539, F 0.846)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.390] [G acc: 0.078] 3419 [D loss: (0.563)(R 0.624, F 0.501)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.375] [G acc: 0.078] 3420 [D loss: (0.549)(R 0.632, F 0.466)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.376] [G acc: 0.047] 3421 [D loss: (0.496)(R 0.576, F 0.416)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.585] [G acc: 0.078] 3422 [D loss: (0.512)(R 0.628, F 0.396)] [D acc: (0.773)(0.641, 0.906)] [G loss: 1.302] [G acc: 0.062] 3423 [D loss: (0.672)(R 0.604, F 0.740)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.413] [G acc: 0.125] 3424 [D loss: (0.558)(R 0.672, F 0.444)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.251] [G acc: 0.141] 3425 [D loss: (0.473)(R 0.495, F 0.450)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.387] [G acc: 0.078] 3426 [D loss: (0.543)(R 0.537, F 0.548)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.520] [G acc: 0.047] 3427 [D loss: (0.560)(R 0.693, F 0.428)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.442] [G acc: 0.094] 3428 [D loss: (0.598)(R 0.582, F 0.614)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.422] [G acc: 0.062] 3429 [D loss: (0.543)(R 0.555, F 0.531)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.421] [G acc: 0.031] 3430 [D loss: (0.620)(R 0.795, F 0.446)] [D acc: (0.672)(0.469, 0.875)] [G loss: 1.465] [G acc: 0.047] 3431 [D loss: (0.424)(R 0.373, F 0.476)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.561] [G acc: 0.062] 3432 [D loss: (0.549)(R 0.627, F 0.470)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.339] [G acc: 0.062] 3433 [D loss: (0.531)(R 0.590, F 0.472)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.440] [G acc: 0.125] 3434 [D loss: (0.594)(R 0.565, F 0.624)] [D acc: (0.664)(0.641, 0.688)] [G loss: 1.373] [G acc: 0.156] 3435 [D loss: (0.592)(R 0.661, F 0.523)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.413] [G acc: 0.109] 3436 [D loss: (0.465)(R 0.479, F 0.451)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.410] [G acc: 0.109] 3437 [D loss: (0.440)(R 0.425, F 0.456)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.408] [G acc: 0.109] 3438 [D loss: (0.455)(R 0.489, F 0.420)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.369] [G acc: 0.047] 3439 [D loss: (0.608)(R 0.549, F 0.666)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.448] [G acc: 0.094] 3440 [D loss: (0.493)(R 0.536, F 0.450)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.346] [G acc: 0.109] 3441 [D loss: (0.534)(R 0.500, F 0.567)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.331] [G acc: 0.156] 3442 [D loss: (0.445)(R 0.387, F 0.504)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.465] [G acc: 0.078] 3443 [D loss: (0.495)(R 0.502, F 0.489)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.508] [G acc: 0.062] 3444 [D loss: (0.709)(R 0.562, F 0.856)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.410] [G acc: 0.094] 3445 [D loss: (0.547)(R 0.616, F 0.478)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.350] [G acc: 0.062] 3446 [D loss: (0.501)(R 0.434, F 0.568)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.441] [G acc: 0.094] 3447 [D loss: (0.496)(R 0.575, F 0.417)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.384] [G acc: 0.125] 3448 [D loss: (0.518)(R 0.477, F 0.560)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.475] [G acc: 0.062] 3449 [D loss: (0.482)(R 0.514, F 0.449)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.352] [G acc: 0.109] 3450 [D loss: (0.518)(R 0.508, F 0.528)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.464] [G acc: 0.062] 3451 [D loss: (0.511)(R 0.600, F 0.421)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.439] [G acc: 0.156] 3452 [D loss: (0.546)(R 0.589, F 0.503)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.284] [G acc: 0.141] 3453 [D loss: (0.620)(R 0.454, F 0.786)] [D acc: (0.719)(0.750, 0.688)] [G loss: 1.408] [G acc: 0.125] 3454 [D loss: (0.549)(R 0.675, F 0.423)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.569] [G acc: 0.109] 3455 [D loss: (0.529)(R 0.607, F 0.451)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.327] [G acc: 0.094] 3456 [D loss: (0.554)(R 0.550, F 0.558)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.380] [G acc: 0.062] 3457 [D loss: (0.445)(R 0.433, F 0.456)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.299] [G acc: 0.078] 3458 [D loss: (0.462)(R 0.531, F 0.392)] [D acc: (0.812)(0.734, 0.891)] [G loss: 1.395] [G acc: 0.078] 3459 [D loss: (0.523)(R 0.517, F 0.529)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.377] [G acc: 0.109] 3460 [D loss: (0.629)(R 0.518, F 0.741)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.488] [G acc: 0.094] 3461 [D loss: (0.593)(R 0.702, F 0.485)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.394] [G acc: 0.125] 3462 [D loss: (0.442)(R 0.389, F 0.496)] [D acc: (0.828)(0.812, 0.844)] [G loss: 1.290] [G acc: 0.172] 3463 [D loss: (0.553)(R 0.522, F 0.583)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.347] [G acc: 0.109] 3464 [D loss: (0.507)(R 0.556, F 0.458)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.569] [G acc: 0.094] 3465 [D loss: (0.512)(R 0.515, F 0.508)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.524] [G acc: 0.047] 3466 [D loss: (0.602)(R 0.522, F 0.683)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.360] [G acc: 0.094] 3467 [D loss: (0.469)(R 0.530, F 0.408)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.525] [G acc: 0.094] 3468 [D loss: (0.472)(R 0.525, F 0.418)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.488] [G acc: 0.062] 3469 [D loss: (0.538)(R 0.490, F 0.586)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.525] [G acc: 0.047] 3470 [D loss: (0.508)(R 0.543, F 0.474)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.450] [G acc: 0.109] 3471 [D loss: (0.595)(R 0.797, F 0.393)] [D acc: (0.719)(0.500, 0.938)] [G loss: 1.335] [G acc: 0.109] 3472 [D loss: (0.620)(R 0.578, F 0.662)] [D acc: (0.625)(0.547, 0.703)] [G loss: 1.446] [G acc: 0.078] 3473 [D loss: (0.502)(R 0.489, F 0.516)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.455] [G acc: 0.078] 3474 [D loss: (0.473)(R 0.477, F 0.469)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.511] [G acc: 0.094] 3475 [D loss: (0.490)(R 0.519, F 0.461)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.478] [G acc: 0.094] 3476 [D loss: (0.473)(R 0.345, F 0.601)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.511] [G acc: 0.078] 3477 [D loss: (0.512)(R 0.571, F 0.454)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.448] [G acc: 0.141] 3478 [D loss: (0.587)(R 0.603, F 0.572)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.462] [G acc: 0.125] 3479 [D loss: (0.558)(R 0.688, F 0.429)] [D acc: (0.711)(0.531, 0.891)] [G loss: 1.325] [G acc: 0.125] 3480 [D loss: (0.487)(R 0.430, F 0.543)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.507] [G acc: 0.031] 3481 [D loss: (0.562)(R 0.638, F 0.485)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.422] [G acc: 0.016] 3482 [D loss: (0.537)(R 0.508, F 0.565)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.402] [G acc: 0.125] 3483 [D loss: (0.500)(R 0.487, F 0.514)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.478] [G acc: 0.078] 3484 [D loss: (0.531)(R 0.515, F 0.548)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.470] [G acc: 0.078] 3485 [D loss: (0.540)(R 0.556, F 0.524)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.419] [G acc: 0.047] 3486 [D loss: (0.733)(R 0.804, F 0.662)] [D acc: (0.602)(0.516, 0.688)] [G loss: 1.381] [G acc: 0.062] 3487 [D loss: (0.510)(R 0.539, F 0.481)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.616] [G acc: 0.016] 3488 [D loss: (0.482)(R 0.550, F 0.414)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.502] [G acc: 0.125] 3489 [D loss: (0.448)(R 0.456, F 0.441)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.414] [G acc: 0.156] 3490 [D loss: (0.498)(R 0.527, F 0.469)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.291] [G acc: 0.203] 3491 [D loss: (0.527)(R 0.500, F 0.555)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.439] [G acc: 0.094] 3492 [D loss: (0.611)(R 0.615, F 0.607)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.423] [G acc: 0.094] 3493 [D loss: (0.548)(R 0.549, F 0.546)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.410] [G acc: 0.094] 3494 [D loss: (0.573)(R 0.657, F 0.489)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.499] [G acc: 0.109] 3495 [D loss: (0.501)(R 0.610, F 0.393)] [D acc: (0.797)(0.688, 0.906)] [G loss: 1.339] [G acc: 0.094] 3496 [D loss: (0.419)(R 0.438, F 0.400)] [D acc: (0.820)(0.750, 0.891)] [G loss: 1.214] [G acc: 0.156] 3497 [D loss: (0.606)(R 0.528, F 0.684)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.339] [G acc: 0.156] 3498 [D loss: (0.483)(R 0.500, F 0.466)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.380] [G acc: 0.109] 3499 [D loss: (0.517)(R 0.444, F 0.589)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.359] [G acc: 0.172] 3500 [D loss: (0.563)(R 0.552, F 0.574)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.511] [G acc: 0.062] 3501 [D loss: (0.626)(R 0.758, F 0.493)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.356] [G acc: 0.125] 3502 [D loss: (0.475)(R 0.472, F 0.477)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.411] [G acc: 0.047] 3503 [D loss: (0.558)(R 0.623, F 0.492)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.382] [G acc: 0.141] 3504 [D loss: (0.632)(R 0.620, F 0.643)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.374] [G acc: 0.094] 3505 [D loss: (0.604)(R 0.645, F 0.562)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.391] [G acc: 0.156] 3506 [D loss: (0.597)(R 0.670, F 0.524)] [D acc: (0.633)(0.531, 0.734)] [G loss: 1.248] [G acc: 0.172] 3507 [D loss: (0.525)(R 0.595, F 0.455)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.217] [G acc: 0.172] 3508 [D loss: (0.512)(R 0.532, F 0.491)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.341] [G acc: 0.125] 3509 [D loss: (0.514)(R 0.508, F 0.519)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.265] [G acc: 0.156] 3510 [D loss: (0.623)(R 0.640, F 0.605)] [D acc: (0.648)(0.641, 0.656)] [G loss: 1.341] [G acc: 0.062] 3511 [D loss: (0.463)(R 0.507, F 0.419)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.326] [G acc: 0.156] 3512 [D loss: (0.554)(R 0.547, F 0.562)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.338] [G acc: 0.125] 3513 [D loss: (0.509)(R 0.438, F 0.580)] [D acc: (0.797)(0.828, 0.766)] [G loss: 1.504] [G acc: 0.125] 3514 [D loss: (0.497)(R 0.545, F 0.448)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.434] [G acc: 0.094] 3515 [D loss: (0.541)(R 0.450, F 0.633)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.689] [G acc: 0.031] 3516 [D loss: (0.455)(R 0.520, F 0.390)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.555] [G acc: 0.078] 3517 [D loss: (0.461)(R 0.441, F 0.480)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.341] [G acc: 0.078] 3518 [D loss: (0.492)(R 0.396, F 0.588)] [D acc: (0.750)(0.766, 0.734)] [G loss: 1.549] [G acc: 0.125] 3519 [D loss: (0.525)(R 0.515, F 0.534)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.562] [G acc: 0.109] 3520 [D loss: (0.553)(R 0.535, F 0.571)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.373] [G acc: 0.109] 3521 [D loss: (0.542)(R 0.580, F 0.505)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.453] [G acc: 0.141] 3522 [D loss: (0.589)(R 0.623, F 0.555)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.276] [G acc: 0.125] 3523 [D loss: (0.517)(R 0.525, F 0.509)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.509] [G acc: 0.109] 3524 [D loss: (0.533)(R 0.583, F 0.483)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.269] [G acc: 0.141] 3525 [D loss: (0.529)(R 0.532, F 0.525)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.322] [G acc: 0.203] 3526 [D loss: (0.640)(R 0.713, F 0.567)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.422] [G acc: 0.031] 3527 [D loss: (0.611)(R 0.483, F 0.740)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.423] [G acc: 0.125] 3528 [D loss: (0.504)(R 0.607, F 0.401)] [D acc: (0.797)(0.688, 0.906)] [G loss: 1.418] [G acc: 0.094] 3529 [D loss: (0.467)(R 0.515, F 0.418)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.387] [G acc: 0.109] 3530 [D loss: (0.480)(R 0.486, F 0.475)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.478] [G acc: 0.109] 3531 [D loss: (0.511)(R 0.551, F 0.471)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.335] [G acc: 0.172] 3532 [D loss: (0.605)(R 0.572, F 0.638)] [D acc: (0.641)(0.609, 0.672)] [G loss: 1.250] [G acc: 0.156] 3533 [D loss: (0.534)(R 0.559, F 0.509)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.591] [G acc: 0.094] 3534 [D loss: (0.595)(R 0.575, F 0.615)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.569] [G acc: 0.094] 3535 [D loss: (0.539)(R 0.649, F 0.428)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.545] [G acc: 0.031] 3536 [D loss: (0.484)(R 0.489, F 0.480)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.532] [G acc: 0.062] 3537 [D loss: (0.628)(R 0.518, F 0.738)] [D acc: (0.695)(0.719, 0.672)] [G loss: 1.292] [G acc: 0.109] 3538 [D loss: (0.608)(R 0.567, F 0.648)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.379] [G acc: 0.141] 3539 [D loss: (0.544)(R 0.655, F 0.433)] [D acc: (0.719)(0.562, 0.875)] [G loss: 1.396] [G acc: 0.141] 3540 [D loss: (0.439)(R 0.357, F 0.521)] [D acc: (0.797)(0.844, 0.750)] [G loss: 1.557] [G acc: 0.047] 3541 [D loss: (0.494)(R 0.498, F 0.491)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.453] [G acc: 0.047] 3542 [D loss: (0.485)(R 0.431, F 0.539)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.512] [G acc: 0.078] 3543 [D loss: (0.447)(R 0.421, F 0.472)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.680] [G acc: 0.047] 3544 [D loss: (0.547)(R 0.564, F 0.531)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.452] [G acc: 0.047] 3545 [D loss: (0.556)(R 0.642, F 0.470)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.427] [G acc: 0.141] 3546 [D loss: (0.533)(R 0.542, F 0.524)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.389] [G acc: 0.125] 3547 [D loss: (0.567)(R 0.555, F 0.580)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.593] [G acc: 0.031] 3548 [D loss: (0.513)(R 0.521, F 0.504)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.457] [G acc: 0.094] 3549 [D loss: (0.469)(R 0.515, F 0.422)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.615] [G acc: 0.062] 3550 [D loss: (0.489)(R 0.483, F 0.495)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.576] [G acc: 0.109] 3551 [D loss: (0.521)(R 0.611, F 0.430)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.567] [G acc: 0.047] 3552 [D loss: (0.570)(R 0.478, F 0.661)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.482] [G acc: 0.078] 3553 [D loss: (0.542)(R 0.547, F 0.537)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.524] [G acc: 0.078] 3554 [D loss: (0.453)(R 0.466, F 0.440)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.552] [G acc: 0.109] 3555 [D loss: (0.572)(R 0.659, F 0.486)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.477] [G acc: 0.109] 3556 [D loss: (0.555)(R 0.591, F 0.519)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.414] [G acc: 0.109] 3557 [D loss: (0.571)(R 0.600, F 0.543)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.477] [G acc: 0.062] 3558 [D loss: (0.539)(R 0.508, F 0.570)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.564] [G acc: 0.094] 3559 [D loss: (0.576)(R 0.679, F 0.474)] [D acc: (0.695)(0.547, 0.844)] [G loss: 1.375] [G acc: 0.109] 3560 [D loss: (0.546)(R 0.573, F 0.519)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.472] [G acc: 0.094] 3561 [D loss: (0.599)(R 0.531, F 0.666)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.598] [G acc: 0.016] 3562 [D loss: (0.542)(R 0.578, F 0.506)] [D acc: (0.805)(0.734, 0.875)] [G loss: 1.374] [G acc: 0.078] 3563 [D loss: (0.527)(R 0.574, F 0.479)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.335] [G acc: 0.094] 3564 [D loss: (0.484)(R 0.497, F 0.471)] [D acc: (0.844)(0.781, 0.906)] [G loss: 1.265] [G acc: 0.188] 3565 [D loss: (0.546)(R 0.578, F 0.514)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.265] [G acc: 0.141] 3566 [D loss: (0.577)(R 0.576, F 0.577)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.399] [G acc: 0.094] 3567 [D loss: (0.541)(R 0.566, F 0.516)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.349] [G acc: 0.156] 3568 [D loss: (0.588)(R 0.611, F 0.565)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.309] [G acc: 0.078] 3569 [D loss: (0.466)(R 0.456, F 0.475)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.384] [G acc: 0.094] 3570 [D loss: (0.540)(R 0.513, F 0.568)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.444] [G acc: 0.078] 3571 [D loss: (0.597)(R 0.453, F 0.740)] [D acc: (0.719)(0.750, 0.688)] [G loss: 1.621] [G acc: 0.031] 3572 [D loss: (0.560)(R 0.712, F 0.407)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.461] [G acc: 0.047] 3573 [D loss: (0.514)(R 0.532, F 0.496)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.441] [G acc: 0.125] 3574 [D loss: (0.444)(R 0.471, F 0.417)] [D acc: (0.820)(0.750, 0.891)] [G loss: 1.318] [G acc: 0.172] 3575 [D loss: (0.636)(R 0.525, F 0.748)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.242] [G acc: 0.156] 3576 [D loss: (0.533)(R 0.545, F 0.521)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.374] [G acc: 0.078] 3577 [D loss: (0.501)(R 0.552, F 0.451)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.448] [G acc: 0.078] 3578 [D loss: (0.575)(R 0.564, F 0.587)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.447] [G acc: 0.109] 3579 [D loss: (0.606)(R 0.722, F 0.490)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.302] [G acc: 0.156] 3580 [D loss: (0.630)(R 0.542, F 0.718)] [D acc: (0.641)(0.625, 0.656)] [G loss: 1.404] [G acc: 0.047] 3581 [D loss: (0.588)(R 0.684, F 0.492)] [D acc: (0.648)(0.547, 0.750)] [G loss: 1.348] [G acc: 0.141] 3582 [D loss: (0.530)(R 0.551, F 0.510)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.346] [G acc: 0.125] 3583 [D loss: (0.476)(R 0.492, F 0.461)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.364] [G acc: 0.109] 3584 [D loss: (0.534)(R 0.479, F 0.588)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.564] [G acc: 0.141] 3585 [D loss: (0.537)(R 0.451, F 0.623)] [D acc: (0.719)(0.750, 0.688)] [G loss: 1.618] [G acc: 0.047] 3586 [D loss: (0.638)(R 0.713, F 0.564)] [D acc: (0.641)(0.531, 0.750)] [G loss: 1.310] [G acc: 0.141] 3587 [D loss: (0.548)(R 0.571, F 0.525)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.391] [G acc: 0.125] 3588 [D loss: (0.657)(R 0.624, F 0.690)] [D acc: (0.617)(0.578, 0.656)] [G loss: 1.325] [G acc: 0.094] 3589 [D loss: (0.502)(R 0.558, F 0.447)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.319] [G acc: 0.109] 3590 [D loss: (0.476)(R 0.516, F 0.436)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.311] [G acc: 0.125] 3591 [D loss: (0.531)(R 0.472, F 0.590)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.489] [G acc: 0.062] 3592 [D loss: (0.609)(R 0.633, F 0.586)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.389] [G acc: 0.109] 3593 [D loss: (0.576)(R 0.667, F 0.486)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.483] [G acc: 0.047] 3594 [D loss: (0.639)(R 0.710, F 0.568)] [D acc: (0.641)(0.531, 0.750)] [G loss: 1.358] [G acc: 0.078] 3595 [D loss: (0.514)(R 0.489, F 0.539)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.348] [G acc: 0.141] 3596 [D loss: (0.471)(R 0.504, F 0.437)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.339] [G acc: 0.172] 3597 [D loss: (0.669)(R 0.531, F 0.808)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.434] [G acc: 0.094] 3598 [D loss: (0.567)(R 0.672, F 0.462)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.519] [G acc: 0.109] 3599 [D loss: (0.577)(R 0.571, F 0.583)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.393] [G acc: 0.062] 3600 [D loss: (0.522)(R 0.527, F 0.518)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.373] [G acc: 0.156] 3601 [D loss: (0.527)(R 0.409, F 0.645)] [D acc: (0.703)(0.750, 0.656)] [G loss: 1.406] [G acc: 0.062] 3602 [D loss: (0.514)(R 0.543, F 0.486)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.458] [G acc: 0.062] 3603 [D loss: (0.408)(R 0.271, F 0.546)] [D acc: (0.820)(0.922, 0.719)] [G loss: 1.381] [G acc: 0.172] 3604 [D loss: (0.607)(R 0.538, F 0.676)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.558] [G acc: 0.031] 3605 [D loss: (0.578)(R 0.745, F 0.411)] [D acc: (0.664)(0.469, 0.859)] [G loss: 1.468] [G acc: 0.078] 3606 [D loss: (0.550)(R 0.540, F 0.559)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.378] [G acc: 0.094] 3607 [D loss: (0.541)(R 0.544, F 0.538)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.465] [G acc: 0.109] 3608 [D loss: (0.565)(R 0.692, F 0.437)] [D acc: (0.680)(0.500, 0.859)] [G loss: 1.319] [G acc: 0.156] 3609 [D loss: (0.526)(R 0.523, F 0.529)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.357] [G acc: 0.109] 3610 [D loss: (0.543)(R 0.594, F 0.493)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.325] [G acc: 0.125] 3611 [D loss: (0.615)(R 0.593, F 0.637)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.377] [G acc: 0.109] 3612 [D loss: (0.466)(R 0.482, F 0.451)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.387] [G acc: 0.156] 3613 [D loss: (0.432)(R 0.420, F 0.444)] [D acc: (0.828)(0.812, 0.844)] [G loss: 1.390] [G acc: 0.125] 3614 [D loss: (0.514)(R 0.515, F 0.514)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.369] [G acc: 0.094] 3615 [D loss: (0.459)(R 0.403, F 0.515)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.617] [G acc: 0.141] 3616 [D loss: (0.657)(R 0.634, F 0.679)] [D acc: (0.656)(0.594, 0.719)] [G loss: 1.447] [G acc: 0.062] 3617 [D loss: (0.537)(R 0.651, F 0.423)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.383] [G acc: 0.094] 3618 [D loss: (0.552)(R 0.572, F 0.533)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.422] [G acc: 0.125] 3619 [D loss: (0.601)(R 0.662, F 0.540)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.374] [G acc: 0.109] 3620 [D loss: (0.609)(R 0.581, F 0.636)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.450] [G acc: 0.078] 3621 [D loss: (0.512)(R 0.554, F 0.470)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.328] [G acc: 0.062] 3622 [D loss: (0.470)(R 0.474, F 0.467)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.415] [G acc: 0.047] 3623 [D loss: (0.556)(R 0.577, F 0.535)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.491] [G acc: 0.094] 3624 [D loss: (0.516)(R 0.538, F 0.493)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.466] [G acc: 0.031] 3625 [D loss: (0.521)(R 0.492, F 0.549)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.432] [G acc: 0.094] 3626 [D loss: (0.600)(R 0.475, F 0.725)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.389] [G acc: 0.094] 3627 [D loss: (0.638)(R 0.736, F 0.540)] [D acc: (0.633)(0.500, 0.766)] [G loss: 1.274] [G acc: 0.094] 3628 [D loss: (0.589)(R 0.598, F 0.580)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.382] [G acc: 0.109] 3629 [D loss: (0.625)(R 0.655, F 0.596)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.350] [G acc: 0.062] 3630 [D loss: (0.566)(R 0.647, F 0.486)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.255] [G acc: 0.156] 3631 [D loss: (0.560)(R 0.451, F 0.670)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.420] [G acc: 0.062] 3632 [D loss: (0.451)(R 0.401, F 0.500)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.383] [G acc: 0.078] 3633 [D loss: (0.574)(R 0.711, F 0.438)] [D acc: (0.633)(0.438, 0.828)] [G loss: 1.357] [G acc: 0.109] 3634 [D loss: (0.490)(R 0.465, F 0.516)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.420] [G acc: 0.062] 3635 [D loss: (0.526)(R 0.589, F 0.463)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.252] [G acc: 0.062] 3636 [D loss: (0.518)(R 0.562, F 0.474)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.211] [G acc: 0.188] 3637 [D loss: (0.551)(R 0.510, F 0.593)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.295] [G acc: 0.125] 3638 [D loss: (0.593)(R 0.579, F 0.608)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.312] [G acc: 0.094] 3639 [D loss: (0.562)(R 0.687, F 0.438)] [D acc: (0.703)(0.547, 0.859)] [G loss: 1.331] [G acc: 0.172] 3640 [D loss: (0.551)(R 0.507, F 0.594)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.334] [G acc: 0.047] 3641 [D loss: (0.573)(R 0.574, F 0.571)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.326] [G acc: 0.156] 3642 [D loss: (0.536)(R 0.587, F 0.484)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.310] [G acc: 0.109] 3643 [D loss: (0.603)(R 0.559, F 0.647)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.317] [G acc: 0.031] 3644 [D loss: (0.476)(R 0.454, F 0.498)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.416] [G acc: 0.078] 3645 [D loss: (0.483)(R 0.559, F 0.408)] [D acc: (0.750)(0.594, 0.906)] [G loss: 1.252] [G acc: 0.172] 3646 [D loss: (0.558)(R 0.578, F 0.538)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.281] [G acc: 0.125] 3647 [D loss: (0.565)(R 0.572, F 0.557)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.367] [G acc: 0.141] 3648 [D loss: (0.550)(R 0.654, F 0.447)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.343] [G acc: 0.141] 3649 [D loss: (0.554)(R 0.596, F 0.512)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.312] [G acc: 0.188] 3650 [D loss: (0.440)(R 0.349, F 0.530)] [D acc: (0.789)(0.828, 0.750)] [G loss: 1.452] [G acc: 0.125] 3651 [D loss: (0.446)(R 0.492, F 0.401)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.437] [G acc: 0.094] 3652 [D loss: (0.502)(R 0.434, F 0.571)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.414] [G acc: 0.094] 3653 [D loss: (0.509)(R 0.531, F 0.488)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.320] [G acc: 0.156] 3654 [D loss: (0.545)(R 0.555, F 0.534)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.424] [G acc: 0.141] 3655 [D loss: (0.438)(R 0.422, F 0.454)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.498] [G acc: 0.078] 3656 [D loss: (0.451)(R 0.456, F 0.446)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.585] [G acc: 0.078] 3657 [D loss: (0.513)(R 0.402, F 0.624)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.651] [G acc: 0.078] 3658 [D loss: (0.552)(R 0.601, F 0.503)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.509] [G acc: 0.062] 3659 [D loss: (0.601)(R 0.510, F 0.692)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.487] [G acc: 0.047] 3660 [D loss: (0.562)(R 0.683, F 0.440)] [D acc: (0.695)(0.531, 0.859)] [G loss: 1.412] [G acc: 0.094] 3661 [D loss: (0.551)(R 0.621, F 0.482)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.337] [G acc: 0.094] 3662 [D loss: (0.533)(R 0.567, F 0.499)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.245] [G acc: 0.141] 3663 [D loss: (0.569)(R 0.609, F 0.530)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.463] [G acc: 0.031] 3664 [D loss: (0.500)(R 0.544, F 0.455)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.315] [G acc: 0.172] 3665 [D loss: (0.602)(R 0.513, F 0.691)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.354] [G acc: 0.094] 3666 [D loss: (0.512)(R 0.560, F 0.464)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.290] [G acc: 0.109] 3667 [D loss: (0.570)(R 0.623, F 0.518)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.405] [G acc: 0.047] 3668 [D loss: (0.630)(R 0.644, F 0.617)] [D acc: (0.641)(0.547, 0.734)] [G loss: 1.203] [G acc: 0.188] 3669 [D loss: (0.510)(R 0.487, F 0.533)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.389] [G acc: 0.078] 3670 [D loss: (0.494)(R 0.533, F 0.454)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.442] [G acc: 0.078] 3671 [D loss: (0.529)(R 0.585, F 0.473)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.322] [G acc: 0.141] 3672 [D loss: (0.647)(R 0.547, F 0.748)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.296] [G acc: 0.109] 3673 [D loss: (0.519)(R 0.585, F 0.454)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.393] [G acc: 0.062] 3674 [D loss: (0.535)(R 0.630, F 0.439)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.273] [G acc: 0.125] 3675 [D loss: (0.463)(R 0.431, F 0.494)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.314] [G acc: 0.125] 3676 [D loss: (0.654)(R 0.740, F 0.568)] [D acc: (0.633)(0.531, 0.734)] [G loss: 1.414] [G acc: 0.078] 3677 [D loss: (0.556)(R 0.655, F 0.457)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.279] [G acc: 0.078] 3678 [D loss: (0.520)(R 0.542, F 0.497)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.281] [G acc: 0.141] 3679 [D loss: (0.566)(R 0.584, F 0.548)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.262] [G acc: 0.094] 3680 [D loss: (0.450)(R 0.461, F 0.438)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.313] [G acc: 0.109] 3681 [D loss: (0.574)(R 0.640, F 0.507)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.403] [G acc: 0.172] 3682 [D loss: (0.559)(R 0.530, F 0.587)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.436] [G acc: 0.062] 3683 [D loss: (0.575)(R 0.668, F 0.482)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.449] [G acc: 0.047] 3684 [D loss: (0.440)(R 0.468, F 0.412)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.275] [G acc: 0.156] 3685 [D loss: (0.505)(R 0.499, F 0.510)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.394] [G acc: 0.047] 3686 [D loss: (0.505)(R 0.445, F 0.564)] [D acc: (0.781)(0.781, 0.781)] [G loss: 1.401] [G acc: 0.078] 3687 [D loss: (0.578)(R 0.576, F 0.580)] [D acc: (0.672)(0.625, 0.719)] [G loss: 1.503] [G acc: 0.094] 3688 [D loss: (0.458)(R 0.463, F 0.454)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.442] [G acc: 0.125] 3689 [D loss: (0.551)(R 0.638, F 0.463)] [D acc: (0.656)(0.547, 0.766)] [G loss: 1.469] [G acc: 0.047] 3690 [D loss: (0.549)(R 0.578, F 0.521)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.425] [G acc: 0.109] 3691 [D loss: (0.458)(R 0.451, F 0.465)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.354] [G acc: 0.188] 3692 [D loss: (0.657)(R 0.611, F 0.702)] [D acc: (0.633)(0.594, 0.672)] [G loss: 1.615] [G acc: 0.031] 3693 [D loss: (0.570)(R 0.712, F 0.428)] [D acc: (0.703)(0.500, 0.906)] [G loss: 1.428] [G acc: 0.109] 3694 [D loss: (0.634)(R 0.672, F 0.595)] [D acc: (0.617)(0.484, 0.750)] [G loss: 1.406] [G acc: 0.078] 3695 [D loss: (0.552)(R 0.493, F 0.611)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.284] [G acc: 0.062] 3696 [D loss: (0.552)(R 0.604, F 0.500)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.386] [G acc: 0.094] 3697 [D loss: (0.575)(R 0.646, F 0.504)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.465] [G acc: 0.047] 3698 [D loss: (0.493)(R 0.520, F 0.466)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.285] [G acc: 0.094] 3699 [D loss: (0.541)(R 0.489, F 0.593)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.455] [G acc: 0.031] 3700 [D loss: (0.564)(R 0.581, F 0.547)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.433] [G acc: 0.078] 3701 [D loss: (0.555)(R 0.663, F 0.447)] [D acc: (0.703)(0.547, 0.859)] [G loss: 1.220] [G acc: 0.156] 3702 [D loss: (0.623)(R 0.543, F 0.702)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.329] [G acc: 0.062] 3703 [D loss: (0.520)(R 0.529, F 0.510)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.343] [G acc: 0.094] 3704 [D loss: (0.565)(R 0.641, F 0.488)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.367] [G acc: 0.062] 3705 [D loss: (0.538)(R 0.525, F 0.551)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.284] [G acc: 0.172] 3706 [D loss: (0.558)(R 0.451, F 0.666)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.247] [G acc: 0.094] 3707 [D loss: (0.470)(R 0.502, F 0.438)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.362] [G acc: 0.141] 3708 [D loss: (0.588)(R 0.646, F 0.530)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.233] [G acc: 0.250] 3709 [D loss: (0.573)(R 0.532, F 0.613)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.395] [G acc: 0.047] 3710 [D loss: (0.593)(R 0.572, F 0.615)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.482] [G acc: 0.016] 3711 [D loss: (0.483)(R 0.490, F 0.476)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.389] [G acc: 0.094] 3712 [D loss: (0.539)(R 0.539, F 0.539)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.399] [G acc: 0.078] 3713 [D loss: (0.543)(R 0.541, F 0.546)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.345] [G acc: 0.062] 3714 [D loss: (0.532)(R 0.552, F 0.512)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.303] [G acc: 0.078] 3715 [D loss: (0.565)(R 0.475, F 0.655)] [D acc: (0.719)(0.781, 0.656)] [G loss: 1.525] [G acc: 0.078] 3716 [D loss: (0.543)(R 0.620, F 0.465)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.340] [G acc: 0.109] 3717 [D loss: (0.562)(R 0.543, F 0.581)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.444] [G acc: 0.125] 3718 [D loss: (0.527)(R 0.511, F 0.544)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.450] [G acc: 0.062] 3719 [D loss: (0.481)(R 0.477, F 0.485)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.283] [G acc: 0.188] 3720 [D loss: (0.607)(R 0.517, F 0.697)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.440] [G acc: 0.156] 3721 [D loss: (0.526)(R 0.569, F 0.482)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.395] [G acc: 0.094] 3722 [D loss: (0.519)(R 0.512, F 0.526)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.235] [G acc: 0.203] 3723 [D loss: (0.516)(R 0.536, F 0.497)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.239] [G acc: 0.141] 3724 [D loss: (0.557)(R 0.559, F 0.555)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.438] [G acc: 0.078] 3725 [D loss: (0.489)(R 0.479, F 0.500)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.442] [G acc: 0.062] 3726 [D loss: (0.551)(R 0.559, F 0.543)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.332] [G acc: 0.125] 3727 [D loss: (0.570)(R 0.593, F 0.548)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.390] [G acc: 0.078] 3728 [D loss: (0.571)(R 0.573, F 0.568)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.461] [G acc: 0.047] 3729 [D loss: (0.652)(R 0.605, F 0.699)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.362] [G acc: 0.047] 3730 [D loss: (0.485)(R 0.575, F 0.396)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.402] [G acc: 0.078] 3731 [D loss: (0.533)(R 0.568, F 0.498)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.375] [G acc: 0.094] 3732 [D loss: (0.545)(R 0.592, F 0.498)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.307] [G acc: 0.109] 3733 [D loss: (0.523)(R 0.568, F 0.478)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.364] [G acc: 0.094] 3734 [D loss: (0.535)(R 0.535, F 0.536)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.420] [G acc: 0.062] 3735 [D loss: (0.550)(R 0.526, F 0.574)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.416] [G acc: 0.062] 3736 [D loss: (0.563)(R 0.551, F 0.575)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.549] [G acc: 0.031] 3737 [D loss: (0.467)(R 0.434, F 0.500)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.434] [G acc: 0.109] 3738 [D loss: (0.553)(R 0.593, F 0.512)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.225] [G acc: 0.250] 3739 [D loss: (0.536)(R 0.510, F 0.563)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.592] [G acc: 0.078] 3740 [D loss: (0.536)(R 0.595, F 0.476)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.378] [G acc: 0.109] 3741 [D loss: (0.491)(R 0.452, F 0.530)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.346] [G acc: 0.109] 3742 [D loss: (0.543)(R 0.611, F 0.474)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.457] [G acc: 0.031] 3743 [D loss: (0.506)(R 0.575, F 0.437)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.313] [G acc: 0.094] 3744 [D loss: (0.613)(R 0.701, F 0.524)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.231] [G acc: 0.172] 3745 [D loss: (0.595)(R 0.553, F 0.636)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.254] [G acc: 0.047] 3746 [D loss: (0.563)(R 0.467, F 0.660)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.241] [G acc: 0.094] 3747 [D loss: (0.572)(R 0.641, F 0.503)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.351] [G acc: 0.094] 3748 [D loss: (0.479)(R 0.442, F 0.516)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.377] [G acc: 0.078] 3749 [D loss: (0.559)(R 0.485, F 0.633)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.341] [G acc: 0.078] 3750 [D loss: (0.550)(R 0.623, F 0.476)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.421] [G acc: 0.109] 3751 [D loss: (0.636)(R 0.685, F 0.587)] [D acc: (0.641)(0.531, 0.750)] [G loss: 1.325] [G acc: 0.094] 3752 [D loss: (0.455)(R 0.503, F 0.407)] [D acc: (0.820)(0.688, 0.953)] [G loss: 1.416] [G acc: 0.047] 3753 [D loss: (0.603)(R 0.548, F 0.659)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.262] [G acc: 0.109] 3754 [D loss: (0.555)(R 0.671, F 0.439)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.310] [G acc: 0.141] 3755 [D loss: (0.559)(R 0.523, F 0.595)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.296] [G acc: 0.141] 3756 [D loss: (0.514)(R 0.550, F 0.477)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.413] [G acc: 0.078] 3757 [D loss: (0.489)(R 0.474, F 0.505)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.320] [G acc: 0.109] 3758 [D loss: (0.541)(R 0.586, F 0.496)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.316] [G acc: 0.156] 3759 [D loss: (0.539)(R 0.556, F 0.523)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.282] [G acc: 0.141] 3760 [D loss: (0.534)(R 0.539, F 0.529)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.280] [G acc: 0.094] 3761 [D loss: (0.488)(R 0.450, F 0.526)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.407] [G acc: 0.094] 3762 [D loss: (0.498)(R 0.460, F 0.536)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.494] [G acc: 0.109] 3763 [D loss: (0.486)(R 0.551, F 0.420)] [D acc: (0.773)(0.641, 0.906)] [G loss: 1.487] [G acc: 0.109] 3764 [D loss: (0.473)(R 0.439, F 0.508)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.435] [G acc: 0.141] 3765 [D loss: (0.527)(R 0.516, F 0.539)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.394] [G acc: 0.031] 3766 [D loss: (0.591)(R 0.614, F 0.567)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.714] [G acc: 0.062] 3767 [D loss: (0.666)(R 0.708, F 0.624)] [D acc: (0.648)(0.547, 0.750)] [G loss: 1.424] [G acc: 0.062] 3768 [D loss: (0.512)(R 0.484, F 0.540)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.294] [G acc: 0.125] 3769 [D loss: (0.559)(R 0.473, F 0.644)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.476] [G acc: 0.094] 3770 [D loss: (0.483)(R 0.494, F 0.472)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.421] [G acc: 0.094] 3771 [D loss: (0.579)(R 0.554, F 0.603)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.448] [G acc: 0.141] 3772 [D loss: (0.604)(R 0.601, F 0.607)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.489] [G acc: 0.094] 3773 [D loss: (0.527)(R 0.657, F 0.396)] [D acc: (0.750)(0.594, 0.906)] [G loss: 1.477] [G acc: 0.109] 3774 [D loss: (0.495)(R 0.437, F 0.553)] [D acc: (0.773)(0.828, 0.719)] [G loss: 1.367] [G acc: 0.109] 3775 [D loss: (0.571)(R 0.617, F 0.526)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.447] [G acc: 0.078] 3776 [D loss: (0.537)(R 0.601, F 0.473)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.313] [G acc: 0.141] 3777 [D loss: (0.519)(R 0.468, F 0.571)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.401] [G acc: 0.078] 3778 [D loss: (0.570)(R 0.639, F 0.501)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.313] [G acc: 0.125] 3779 [D loss: (0.508)(R 0.555, F 0.462)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.366] [G acc: 0.141] 3780 [D loss: (0.534)(R 0.511, F 0.557)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.334] [G acc: 0.078] 3781 [D loss: (0.532)(R 0.594, F 0.469)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.395] [G acc: 0.156] 3782 [D loss: (0.565)(R 0.539, F 0.590)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.344] [G acc: 0.078] 3783 [D loss: (0.575)(R 0.628, F 0.522)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.300] [G acc: 0.078] 3784 [D loss: (0.535)(R 0.549, F 0.521)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.317] [G acc: 0.188] 3785 [D loss: (0.573)(R 0.559, F 0.586)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.409] [G acc: 0.109] 3786 [D loss: (0.577)(R 0.601, F 0.552)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.196] [G acc: 0.156] 3787 [D loss: (0.477)(R 0.452, F 0.502)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.273] [G acc: 0.141] 3788 [D loss: (0.473)(R 0.474, F 0.471)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.436] [G acc: 0.125] 3789 [D loss: (0.500)(R 0.505, F 0.495)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.274] [G acc: 0.141] 3790 [D loss: (0.513)(R 0.447, F 0.580)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.473] [G acc: 0.047] 3791 [D loss: (0.528)(R 0.536, F 0.519)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.364] [G acc: 0.156] 3792 [D loss: (0.511)(R 0.595, F 0.427)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.288] [G acc: 0.156] 3793 [D loss: (0.475)(R 0.367, F 0.583)] [D acc: (0.766)(0.812, 0.719)] [G loss: 1.415] [G acc: 0.078] 3794 [D loss: (0.509)(R 0.506, F 0.512)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.429] [G acc: 0.078] 3795 [D loss: (0.535)(R 0.625, F 0.445)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.481] [G acc: 0.109] 3796 [D loss: (0.446)(R 0.436, F 0.456)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.332] [G acc: 0.109] 3797 [D loss: (0.552)(R 0.569, F 0.535)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.395] [G acc: 0.078] 3798 [D loss: (0.592)(R 0.605, F 0.579)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.350] [G acc: 0.078] 3799 [D loss: (0.568)(R 0.578, F 0.557)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.400] [G acc: 0.094] 3800 [D loss: (0.503)(R 0.561, F 0.446)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.150] [G acc: 0.141] 3801 [D loss: (0.455)(R 0.462, F 0.448)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.520] [G acc: 0.047] 3802 [D loss: (0.548)(R 0.620, F 0.477)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.279] [G acc: 0.141] 3803 [D loss: (0.465)(R 0.412, F 0.519)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.254] [G acc: 0.094] 3804 [D loss: (0.693)(R 0.388, F 0.997)] [D acc: (0.719)(0.812, 0.625)] [G loss: 1.326] [G acc: 0.141] 3805 [D loss: (0.518)(R 0.595, F 0.441)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.340] [G acc: 0.141] 3806 [D loss: (0.577)(R 0.671, F 0.482)] [D acc: (0.688)(0.516, 0.859)] [G loss: 1.296] [G acc: 0.219] 3807 [D loss: (0.555)(R 0.580, F 0.531)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.283] [G acc: 0.141] 3808 [D loss: (0.472)(R 0.484, F 0.459)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.402] [G acc: 0.125] 3809 [D loss: (0.465)(R 0.484, F 0.446)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.337] [G acc: 0.109] 3810 [D loss: (0.465)(R 0.440, F 0.490)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.474] [G acc: 0.078] 3811 [D loss: (0.525)(R 0.523, F 0.528)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.328] [G acc: 0.141] 3812 [D loss: (0.508)(R 0.559, F 0.457)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.311] [G acc: 0.219] 3813 [D loss: (0.603)(R 0.515, F 0.690)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.568] [G acc: 0.047] 3814 [D loss: (0.564)(R 0.664, F 0.463)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.363] [G acc: 0.109] 3815 [D loss: (0.502)(R 0.507, F 0.496)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.304] [G acc: 0.125] 3816 [D loss: (0.548)(R 0.581, F 0.515)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.394] [G acc: 0.109] 3817 [D loss: (0.392)(R 0.377, F 0.406)] [D acc: (0.836)(0.812, 0.859)] [G loss: 1.611] [G acc: 0.031] 3818 [D loss: (0.438)(R 0.467, F 0.408)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.207] [G acc: 0.219] 3819 [D loss: (0.614)(R 0.565, F 0.664)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.529] [G acc: 0.109] 3820 [D loss: (0.527)(R 0.637, F 0.418)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.615] [G acc: 0.062] 3821 [D loss: (0.411)(R 0.433, F 0.389)] [D acc: (0.812)(0.734, 0.891)] [G loss: 1.533] [G acc: 0.062] 3822 [D loss: (0.511)(R 0.515, F 0.507)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.456] [G acc: 0.125] 3823 [D loss: (0.555)(R 0.632, F 0.478)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.454] [G acc: 0.125] 3824 [D loss: (0.610)(R 0.581, F 0.640)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.412] [G acc: 0.125] 3825 [D loss: (0.635)(R 0.599, F 0.670)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.287] [G acc: 0.031] 3826 [D loss: (0.487)(R 0.610, F 0.364)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.490] [G acc: 0.109] 3827 [D loss: (0.505)(R 0.547, F 0.463)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.472] [G acc: 0.141] 3828 [D loss: (0.461)(R 0.449, F 0.472)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.396] [G acc: 0.109] 3829 [D loss: (0.537)(R 0.529, F 0.545)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.247] [G acc: 0.172] 3830 [D loss: (0.547)(R 0.554, F 0.540)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.383] [G acc: 0.078] 3831 [D loss: (0.500)(R 0.530, F 0.470)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.478] [G acc: 0.094] 3832 [D loss: (0.417)(R 0.377, F 0.457)] [D acc: (0.789)(0.797, 0.781)] [G loss: 1.340] [G acc: 0.125] 3833 [D loss: (0.553)(R 0.595, F 0.510)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.336] [G acc: 0.219] 3834 [D loss: (0.587)(R 0.555, F 0.620)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.446] [G acc: 0.094] 3835 [D loss: (0.621)(R 0.600, F 0.643)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.414] [G acc: 0.125] 3836 [D loss: (0.565)(R 0.527, F 0.603)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.541] [G acc: 0.062] 3837 [D loss: (0.512)(R 0.568, F 0.457)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.555] [G acc: 0.047] 3838 [D loss: (0.475)(R 0.476, F 0.474)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.353] [G acc: 0.078] 3839 [D loss: (0.487)(R 0.454, F 0.520)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.348] [G acc: 0.078] 3840 [D loss: (0.484)(R 0.447, F 0.522)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.380] [G acc: 0.062] 3841 [D loss: (0.557)(R 0.553, F 0.562)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.411] [G acc: 0.094] 3842 [D loss: (0.508)(R 0.550, F 0.466)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.350] [G acc: 0.109] 3843 [D loss: (0.591)(R 0.657, F 0.524)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.390] [G acc: 0.094] 3844 [D loss: (0.563)(R 0.607, F 0.519)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.431] [G acc: 0.078] 3845 [D loss: (0.509)(R 0.439, F 0.579)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.414] [G acc: 0.188] 3846 [D loss: (0.579)(R 0.585, F 0.573)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.439] [G acc: 0.094] 3847 [D loss: (0.545)(R 0.669, F 0.420)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.465] [G acc: 0.078] 3848 [D loss: (0.519)(R 0.574, F 0.463)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.499] [G acc: 0.078] 3849 [D loss: (0.513)(R 0.490, F 0.535)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.378] [G acc: 0.094] 3850 [D loss: (0.460)(R 0.397, F 0.523)] [D acc: (0.797)(0.812, 0.781)] [G loss: 1.547] [G acc: 0.047] 3851 [D loss: (0.548)(R 0.556, F 0.539)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.494] [G acc: 0.078] 3852 [D loss: (0.515)(R 0.517, F 0.513)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.554] [G acc: 0.047] 3853 [D loss: (0.579)(R 0.695, F 0.462)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.263] [G acc: 0.172] 3854 [D loss: (0.517)(R 0.470, F 0.563)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.406] [G acc: 0.078] 3855 [D loss: (0.469)(R 0.552, F 0.387)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.321] [G acc: 0.125] 3856 [D loss: (0.615)(R 0.517, F 0.712)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.441] [G acc: 0.062] 3857 [D loss: (0.607)(R 0.752, F 0.461)] [D acc: (0.656)(0.453, 0.859)] [G loss: 1.355] [G acc: 0.141] 3858 [D loss: (0.571)(R 0.598, F 0.543)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.466] [G acc: 0.047] 3859 [D loss: (0.495)(R 0.559, F 0.431)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.457] [G acc: 0.047] 3860 [D loss: (0.670)(R 0.593, F 0.747)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.420] [G acc: 0.062] 3861 [D loss: (0.454)(R 0.477, F 0.430)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.409] [G acc: 0.078] 3862 [D loss: (0.548)(R 0.534, F 0.562)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.284] [G acc: 0.141] 3863 [D loss: (0.543)(R 0.595, F 0.492)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.288] [G acc: 0.094] 3864 [D loss: (0.582)(R 0.562, F 0.601)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.315] [G acc: 0.094] 3865 [D loss: (0.519)(R 0.524, F 0.514)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.368] [G acc: 0.078] 3866 [D loss: (0.428)(R 0.409, F 0.446)] [D acc: (0.820)(0.812, 0.828)] [G loss: 1.323] [G acc: 0.156] 3867 [D loss: (0.552)(R 0.618, F 0.486)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.243] [G acc: 0.062] 3868 [D loss: (0.461)(R 0.395, F 0.527)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.522] [G acc: 0.047] 3869 [D loss: (0.489)(R 0.500, F 0.477)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.594] [G acc: 0.016] 3870 [D loss: (0.628)(R 0.613, F 0.643)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.427] [G acc: 0.094] 3871 [D loss: (0.473)(R 0.407, F 0.540)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.321] [G acc: 0.062] 3872 [D loss: (0.524)(R 0.539, F 0.510)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.450] [G acc: 0.016] 3873 [D loss: (0.539)(R 0.561, F 0.517)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.423] [G acc: 0.078] 3874 [D loss: (0.519)(R 0.630, F 0.408)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.398] [G acc: 0.109] 3875 [D loss: (0.614)(R 0.557, F 0.671)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.478] [G acc: 0.078] 3876 [D loss: (0.572)(R 0.652, F 0.491)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.248] [G acc: 0.109] 3877 [D loss: (0.569)(R 0.588, F 0.550)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.321] [G acc: 0.125] 3878 [D loss: (0.525)(R 0.522, F 0.527)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.466] [G acc: 0.125] 3879 [D loss: (0.490)(R 0.475, F 0.504)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.394] [G acc: 0.094] 3880 [D loss: (0.498)(R 0.518, F 0.479)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.433] [G acc: 0.094] 3881 [D loss: (0.598)(R 0.633, F 0.563)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.397] [G acc: 0.062] 3882 [D loss: (0.491)(R 0.562, F 0.421)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.379] [G acc: 0.109] 3883 [D loss: (0.477)(R 0.469, F 0.486)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.366] [G acc: 0.094] 3884 [D loss: (0.517)(R 0.475, F 0.560)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.324] [G acc: 0.141] 3885 [D loss: (0.603)(R 0.515, F 0.691)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.460] [G acc: 0.062] 3886 [D loss: (0.526)(R 0.661, F 0.392)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.442] [G acc: 0.109] 3887 [D loss: (0.379)(R 0.404, F 0.355)] [D acc: (0.875)(0.797, 0.953)] [G loss: 1.428] [G acc: 0.125] 3888 [D loss: (0.510)(R 0.394, F 0.627)] [D acc: (0.828)(0.828, 0.828)] [G loss: 1.391] [G acc: 0.125] 3889 [D loss: (0.433)(R 0.456, F 0.411)] [D acc: (0.820)(0.781, 0.859)] [G loss: 1.352] [G acc: 0.078] 3890 [D loss: (0.569)(R 0.414, F 0.725)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.496] [G acc: 0.031] 3891 [D loss: (0.543)(R 0.569, F 0.518)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.663] [G acc: 0.062] 3892 [D loss: (0.555)(R 0.645, F 0.466)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.589] [G acc: 0.062] 3893 [D loss: (0.547)(R 0.578, F 0.516)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.642] [G acc: 0.094] 3894 [D loss: (0.505)(R 0.529, F 0.480)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.303] [G acc: 0.125] 3895 [D loss: (0.518)(R 0.514, F 0.523)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.514] [G acc: 0.078] 3896 [D loss: (0.457)(R 0.413, F 0.501)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.452] [G acc: 0.094] 3897 [D loss: (0.522)(R 0.583, F 0.462)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.472] [G acc: 0.094] 3898 [D loss: (0.577)(R 0.570, F 0.584)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.503] [G acc: 0.062] 3899 [D loss: (0.542)(R 0.526, F 0.558)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.561] [G acc: 0.062] 3900 [D loss: (0.564)(R 0.632, F 0.497)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.388] [G acc: 0.094] 3901 [D loss: (0.534)(R 0.564, F 0.505)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.478] [G acc: 0.078] 3902 [D loss: (0.526)(R 0.568, F 0.484)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.479] [G acc: 0.016] 3903 [D loss: (0.478)(R 0.529, F 0.428)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.302] [G acc: 0.172] 3904 [D loss: (0.485)(R 0.431, F 0.538)] [D acc: (0.766)(0.781, 0.750)] [G loss: 1.598] [G acc: 0.062] 3905 [D loss: (0.603)(R 0.632, F 0.575)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.491] [G acc: 0.078] 3906 [D loss: (0.499)(R 0.572, F 0.426)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.440] [G acc: 0.094] 3907 [D loss: (0.558)(R 0.580, F 0.536)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.450] [G acc: 0.109] 3908 [D loss: (0.486)(R 0.517, F 0.455)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.313] [G acc: 0.156] 3909 [D loss: (0.466)(R 0.492, F 0.439)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.410] [G acc: 0.172] 3910 [D loss: (0.420)(R 0.359, F 0.482)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.460] [G acc: 0.078] 3911 [D loss: (0.554)(R 0.523, F 0.585)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.461] [G acc: 0.047] 3912 [D loss: (0.601)(R 0.669, F 0.533)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.412] [G acc: 0.109] 3913 [D loss: (0.569)(R 0.617, F 0.522)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.409] [G acc: 0.078] 3914 [D loss: (0.552)(R 0.603, F 0.500)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.365] [G acc: 0.078] 3915 [D loss: (0.548)(R 0.566, F 0.531)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.351] [G acc: 0.078] 3916 [D loss: (0.530)(R 0.554, F 0.506)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.290] [G acc: 0.156] 3917 [D loss: (0.535)(R 0.561, F 0.509)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.419] [G acc: 0.094] 3918 [D loss: (0.576)(R 0.511, F 0.640)] [D acc: (0.648)(0.625, 0.672)] [G loss: 1.537] [G acc: 0.031] 3919 [D loss: (0.554)(R 0.674, F 0.434)] [D acc: (0.727)(0.547, 0.906)] [G loss: 1.225] [G acc: 0.078] 3920 [D loss: (0.480)(R 0.536, F 0.425)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.480] [G acc: 0.031] 3921 [D loss: (0.471)(R 0.492, F 0.450)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.417] [G acc: 0.078] 3922 [D loss: (0.550)(R 0.476, F 0.623)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.454] [G acc: 0.078] 3923 [D loss: (0.522)(R 0.590, F 0.453)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.428] [G acc: 0.078] 3924 [D loss: (0.557)(R 0.621, F 0.492)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.258] [G acc: 0.156] 3925 [D loss: (0.581)(R 0.600, F 0.562)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.350] [G acc: 0.094] 3926 [D loss: (0.551)(R 0.670, F 0.431)] [D acc: (0.727)(0.547, 0.906)] [G loss: 1.299] [G acc: 0.047] 3927 [D loss: (0.473)(R 0.511, F 0.435)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.392] [G acc: 0.047] 3928 [D loss: (0.555)(R 0.580, F 0.530)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.339] [G acc: 0.109] 3929 [D loss: (0.551)(R 0.552, F 0.551)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.256] [G acc: 0.094] 3930 [D loss: (0.520)(R 0.536, F 0.504)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.282] [G acc: 0.125] 3931 [D loss: (0.549)(R 0.585, F 0.513)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.282] [G acc: 0.156] 3932 [D loss: (0.484)(R 0.511, F 0.457)] [D acc: (0.805)(0.734, 0.875)] [G loss: 1.294] [G acc: 0.094] 3933 [D loss: (0.421)(R 0.421, F 0.421)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.393] [G acc: 0.125] 3934 [D loss: (0.422)(R 0.429, F 0.416)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.350] [G acc: 0.109] 3935 [D loss: (0.512)(R 0.544, F 0.480)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.344] [G acc: 0.109] 3936 [D loss: (0.533)(R 0.401, F 0.664)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.544] [G acc: 0.047] 3937 [D loss: (0.501)(R 0.552, F 0.450)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.438] [G acc: 0.047] 3938 [D loss: (0.425)(R 0.440, F 0.409)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.549] [G acc: 0.062] 3939 [D loss: (0.485)(R 0.512, F 0.457)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.479] [G acc: 0.016] 3940 [D loss: (0.418)(R 0.396, F 0.441)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.575] [G acc: 0.062] 3941 [D loss: (0.531)(R 0.574, F 0.489)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.626] [G acc: 0.016] 3942 [D loss: (0.607)(R 0.531, F 0.682)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.448] [G acc: 0.094] 3943 [D loss: (0.585)(R 0.702, F 0.467)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.419] [G acc: 0.125] 3944 [D loss: (0.553)(R 0.595, F 0.510)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.488] [G acc: 0.031] 3945 [D loss: (0.421)(R 0.438, F 0.404)] [D acc: (0.828)(0.734, 0.922)] [G loss: 1.421] [G acc: 0.047] 3946 [D loss: (0.517)(R 0.576, F 0.458)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.544] [G acc: 0.094] 3947 [D loss: (0.455)(R 0.471, F 0.438)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.372] [G acc: 0.125] 3948 [D loss: (0.537)(R 0.463, F 0.611)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.545] [G acc: 0.062] 3949 [D loss: (0.499)(R 0.609, F 0.388)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.393] [G acc: 0.109] 3950 [D loss: (0.517)(R 0.433, F 0.602)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.491] [G acc: 0.031] 3951 [D loss: (0.564)(R 0.689, F 0.439)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.291] [G acc: 0.094] 3952 [D loss: (0.474)(R 0.493, F 0.455)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.400] [G acc: 0.094] 3953 [D loss: (0.501)(R 0.444, F 0.559)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.384] [G acc: 0.078] 3954 [D loss: (0.486)(R 0.501, F 0.471)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.515] [G acc: 0.109] 3955 [D loss: (0.456)(R 0.526, F 0.387)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.495] [G acc: 0.109] 3956 [D loss: (0.563)(R 0.626, F 0.500)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.314] [G acc: 0.125] 3957 [D loss: (0.467)(R 0.510, F 0.425)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.427] [G acc: 0.078] 3958 [D loss: (0.495)(R 0.467, F 0.524)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.468] [G acc: 0.047] 3959 [D loss: (0.543)(R 0.589, F 0.497)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.455] [G acc: 0.078] 3960 [D loss: (0.469)(R 0.457, F 0.480)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.524] [G acc: 0.078] 3961 [D loss: (0.610)(R 0.671, F 0.550)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.480] [G acc: 0.047] 3962 [D loss: (0.600)(R 0.636, F 0.564)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.291] [G acc: 0.125] 3963 [D loss: (0.456)(R 0.532, F 0.381)] [D acc: (0.781)(0.641, 0.922)] [G loss: 1.291] [G acc: 0.094] 3964 [D loss: (0.655)(R 0.576, F 0.733)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.507] [G acc: 0.094] 3965 [D loss: (0.533)(R 0.584, F 0.483)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.391] [G acc: 0.078] 3966 [D loss: (0.588)(R 0.655, F 0.520)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.376] [G acc: 0.156] 3967 [D loss: (0.524)(R 0.613, F 0.435)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.404] [G acc: 0.109] 3968 [D loss: (0.501)(R 0.452, F 0.549)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.399] [G acc: 0.125] 3969 [D loss: (0.558)(R 0.604, F 0.513)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.458] [G acc: 0.141] 3970 [D loss: (0.529)(R 0.367, F 0.690)] [D acc: (0.742)(0.781, 0.703)] [G loss: 1.461] [G acc: 0.094] 3971 [D loss: (0.423)(R 0.515, F 0.330)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.356] [G acc: 0.125] 3972 [D loss: (0.490)(R 0.518, F 0.462)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.440] [G acc: 0.125] 3973 [D loss: (0.599)(R 0.677, F 0.520)] [D acc: (0.680)(0.594, 0.766)] [G loss: 1.423] [G acc: 0.078] 3974 [D loss: (0.520)(R 0.593, F 0.447)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.482] [G acc: 0.047] 3975 [D loss: (0.580)(R 0.536, F 0.624)] [D acc: (0.727)(0.734, 0.719)] [G loss: 1.356] [G acc: 0.141] 3976 [D loss: (0.505)(R 0.564, F 0.447)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.381] [G acc: 0.094] 3977 [D loss: (0.511)(R 0.513, F 0.508)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.473] [G acc: 0.109] 3978 [D loss: (0.534)(R 0.521, F 0.547)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.539] [G acc: 0.047] 3979 [D loss: (0.495)(R 0.550, F 0.439)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.527] [G acc: 0.047] 3980 [D loss: (0.556)(R 0.609, F 0.503)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.489] [G acc: 0.062] 3981 [D loss: (0.468)(R 0.489, F 0.446)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.659] [G acc: 0.031] 3982 [D loss: (0.506)(R 0.548, F 0.465)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.598] [G acc: 0.078] 3983 [D loss: (0.504)(R 0.520, F 0.488)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.583] [G acc: 0.094] 3984 [D loss: (0.455)(R 0.521, F 0.389)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.693] [G acc: 0.062] 3985 [D loss: (0.560)(R 0.574, F 0.547)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.489] [G acc: 0.109] 3986 [D loss: (0.503)(R 0.484, F 0.521)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.518] [G acc: 0.062] 3987 [D loss: (0.535)(R 0.455, F 0.615)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.575] [G acc: 0.078] 3988 [D loss: (0.523)(R 0.648, F 0.398)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.630] [G acc: 0.078] 3989 [D loss: (0.450)(R 0.460, F 0.441)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.409] [G acc: 0.078] 3990 [D loss: (0.559)(R 0.623, F 0.494)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.568] [G acc: 0.062] 3991 [D loss: (0.646)(R 0.670, F 0.623)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.415] [G acc: 0.062] 3992 [D loss: (0.532)(R 0.572, F 0.493)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.496] [G acc: 0.047] 3993 [D loss: (0.598)(R 0.638, F 0.557)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.255] [G acc: 0.109] 3994 [D loss: (0.457)(R 0.492, F 0.421)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.358] [G acc: 0.156] 3995 [D loss: (0.545)(R 0.557, F 0.532)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.276] [G acc: 0.125] 3996 [D loss: (0.601)(R 0.572, F 0.629)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.398] [G acc: 0.094] 3997 [D loss: (0.519)(R 0.595, F 0.442)] [D acc: (0.719)(0.562, 0.875)] [G loss: 1.362] [G acc: 0.047] 3998 [D loss: (0.542)(R 0.586, F 0.498)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.370] [G acc: 0.125] 3999 [D loss: (0.507)(R 0.524, F 0.490)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.305] [G acc: 0.156] 4000 [D loss: (0.586)(R 0.593, F 0.579)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.346] [G acc: 0.125] 4001 [D loss: (0.480)(R 0.526, F 0.435)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.361] [G acc: 0.062] 4002 [D loss: (0.457)(R 0.437, F 0.476)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.334] [G acc: 0.156] 4003 [D loss: (0.552)(R 0.563, F 0.540)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.221] [G acc: 0.062] 4004 [D loss: (0.564)(R 0.577, F 0.551)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.233] [G acc: 0.141] 4005 [D loss: (0.537)(R 0.489, F 0.585)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.386] [G acc: 0.078] 4006 [D loss: (0.520)(R 0.504, F 0.536)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.373] [G acc: 0.141] 4007 [D loss: (0.507)(R 0.458, F 0.556)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.409] [G acc: 0.062] 4008 [D loss: (0.488)(R 0.477, F 0.499)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.362] [G acc: 0.141] 4009 [D loss: (0.531)(R 0.480, F 0.582)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.458] [G acc: 0.031] 4010 [D loss: (0.535)(R 0.625, F 0.445)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.496] [G acc: 0.078] 4011 [D loss: (0.449)(R 0.465, F 0.433)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.451] [G acc: 0.062] 4012 [D loss: (0.520)(R 0.446, F 0.595)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.423] [G acc: 0.078] 4013 [D loss: (0.520)(R 0.484, F 0.556)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.433] [G acc: 0.062] 4014 [D loss: (0.488)(R 0.405, F 0.571)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.496] [G acc: 0.078] 4015 [D loss: (0.617)(R 0.760, F 0.475)] [D acc: (0.672)(0.500, 0.844)] [G loss: 1.467] [G acc: 0.062] 4016 [D loss: (0.560)(R 0.649, F 0.471)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.499] [G acc: 0.078] 4017 [D loss: (0.540)(R 0.513, F 0.566)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.579] [G acc: 0.000] 4018 [D loss: (0.520)(R 0.663, F 0.377)] [D acc: (0.719)(0.531, 0.906)] [G loss: 1.486] [G acc: 0.094] 4019 [D loss: (0.429)(R 0.380, F 0.478)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.666] [G acc: 0.094] 4020 [D loss: (0.583)(R 0.607, F 0.559)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.474] [G acc: 0.047] 4021 [D loss: (0.557)(R 0.527, F 0.586)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.574] [G acc: 0.047] 4022 [D loss: (0.529)(R 0.517, F 0.541)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.557] [G acc: 0.047] 4023 [D loss: (0.540)(R 0.652, F 0.427)] [D acc: (0.695)(0.531, 0.859)] [G loss: 1.504] [G acc: 0.094] 4024 [D loss: (0.515)(R 0.521, F 0.509)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.570] [G acc: 0.047] 4025 [D loss: (0.605)(R 0.523, F 0.686)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.453] [G acc: 0.047] 4026 [D loss: (0.571)(R 0.615, F 0.526)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.521] [G acc: 0.047] 4027 [D loss: (0.500)(R 0.545, F 0.454)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.599] [G acc: 0.062] 4028 [D loss: (0.477)(R 0.595, F 0.359)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.463] [G acc: 0.078] 4029 [D loss: (0.568)(R 0.584, F 0.552)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.373] [G acc: 0.109] 4030 [D loss: (0.528)(R 0.534, F 0.522)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.527] [G acc: 0.125] 4031 [D loss: (0.464)(R 0.534, F 0.394)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.456] [G acc: 0.094] 4032 [D loss: (0.488)(R 0.546, F 0.430)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.318] [G acc: 0.141] 4033 [D loss: (0.494)(R 0.507, F 0.482)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.378] [G acc: 0.188] 4034 [D loss: (0.523)(R 0.589, F 0.457)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.436] [G acc: 0.094] 4035 [D loss: (0.488)(R 0.451, F 0.524)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.702] [G acc: 0.109] 4036 [D loss: (0.458)(R 0.415, F 0.500)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.711] [G acc: 0.031] 4037 [D loss: (0.484)(R 0.509, F 0.460)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.553] [G acc: 0.141] 4038 [D loss: (0.436)(R 0.409, F 0.462)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.601] [G acc: 0.156] 4039 [D loss: (0.508)(R 0.500, F 0.515)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.592] [G acc: 0.141] 4040 [D loss: (0.460)(R 0.539, F 0.381)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.656] [G acc: 0.062] 4041 [D loss: (0.456)(R 0.445, F 0.467)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.511] [G acc: 0.094] 4042 [D loss: (0.543)(R 0.593, F 0.494)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.681] [G acc: 0.047] 4043 [D loss: (0.504)(R 0.520, F 0.489)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.536] [G acc: 0.109] 4044 [D loss: (0.546)(R 0.618, F 0.474)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.546] [G acc: 0.125] 4045 [D loss: (0.441)(R 0.416, F 0.466)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.427] [G acc: 0.094] 4046 [D loss: (0.452)(R 0.380, F 0.523)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.538] [G acc: 0.094] 4047 [D loss: (0.641)(R 0.718, F 0.565)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.324] [G acc: 0.156] 4048 [D loss: (0.540)(R 0.550, F 0.531)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.339] [G acc: 0.172] 4049 [D loss: (0.441)(R 0.436, F 0.445)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.478] [G acc: 0.109] 4050 [D loss: (0.468)(R 0.412, F 0.523)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.462] [G acc: 0.109] 4051 [D loss: (0.528)(R 0.540, F 0.516)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.585] [G acc: 0.047] 4052 [D loss: (0.524)(R 0.599, F 0.450)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.597] [G acc: 0.125] 4053 [D loss: (0.507)(R 0.529, F 0.486)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.389] [G acc: 0.156] 4054 [D loss: (0.520)(R 0.612, F 0.427)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.507] [G acc: 0.062] 4055 [D loss: (0.608)(R 0.435, F 0.781)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.493] [G acc: 0.078] 4056 [D loss: (0.554)(R 0.553, F 0.555)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.452] [G acc: 0.094] 4057 [D loss: (0.575)(R 0.515, F 0.636)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.469] [G acc: 0.172] 4058 [D loss: (0.499)(R 0.596, F 0.403)] [D acc: (0.773)(0.641, 0.906)] [G loss: 1.491] [G acc: 0.047] 4059 [D loss: (0.479)(R 0.462, F 0.497)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.324] [G acc: 0.125] 4060 [D loss: (0.484)(R 0.511, F 0.457)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.353] [G acc: 0.125] 4061 [D loss: (0.678)(R 0.579, F 0.776)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.432] [G acc: 0.047] 4062 [D loss: (0.534)(R 0.563, F 0.505)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.393] [G acc: 0.031] 4063 [D loss: (0.482)(R 0.530, F 0.434)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.533] [G acc: 0.062] 4064 [D loss: (0.548)(R 0.534, F 0.563)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.454] [G acc: 0.109] 4065 [D loss: (0.557)(R 0.596, F 0.518)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.361] [G acc: 0.078] 4066 [D loss: (0.500)(R 0.490, F 0.510)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.499] [G acc: 0.094] 4067 [D loss: (0.594)(R 0.688, F 0.500)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.406] [G acc: 0.094] 4068 [D loss: (0.515)(R 0.486, F 0.543)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.372] [G acc: 0.125] 4069 [D loss: (0.491)(R 0.556, F 0.426)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.420] [G acc: 0.156] 4070 [D loss: (0.552)(R 0.553, F 0.551)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.469] [G acc: 0.078] 4071 [D loss: (0.585)(R 0.547, F 0.622)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.575] [G acc: 0.031] 4072 [D loss: (0.587)(R 0.716, F 0.459)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.469] [G acc: 0.062] 4073 [D loss: (0.506)(R 0.516, F 0.496)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.332] [G acc: 0.172] 4074 [D loss: (0.509)(R 0.613, F 0.406)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.458] [G acc: 0.078] 4075 [D loss: (0.403)(R 0.337, F 0.468)] [D acc: (0.812)(0.812, 0.812)] [G loss: 1.500] [G acc: 0.125] 4076 [D loss: (0.529)(R 0.586, F 0.471)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.453] [G acc: 0.141] 4077 [D loss: (0.514)(R 0.517, F 0.511)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.422] [G acc: 0.094] 4078 [D loss: (0.585)(R 0.501, F 0.670)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.471] [G acc: 0.094] 4079 [D loss: (0.573)(R 0.543, F 0.603)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.503] [G acc: 0.047] 4080 [D loss: (0.571)(R 0.596, F 0.547)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.374] [G acc: 0.125] 4081 [D loss: (0.489)(R 0.505, F 0.472)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.613] [G acc: 0.094] 4082 [D loss: (0.516)(R 0.593, F 0.440)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.329] [G acc: 0.109] 4083 [D loss: (0.535)(R 0.447, F 0.622)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.589] [G acc: 0.047] 4084 [D loss: (0.612)(R 0.762, F 0.462)] [D acc: (0.680)(0.516, 0.844)] [G loss: 1.420] [G acc: 0.062] 4085 [D loss: (0.607)(R 0.653, F 0.562)] [D acc: (0.648)(0.547, 0.750)] [G loss: 1.338] [G acc: 0.047] 4086 [D loss: (0.557)(R 0.592, F 0.523)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.380] [G acc: 0.094] 4087 [D loss: (0.502)(R 0.557, F 0.447)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.299] [G acc: 0.109] 4088 [D loss: (0.464)(R 0.399, F 0.530)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.380] [G acc: 0.109] 4089 [D loss: (0.488)(R 0.574, F 0.401)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.472] [G acc: 0.109] 4090 [D loss: (0.480)(R 0.501, F 0.458)] [D acc: (0.812)(0.734, 0.891)] [G loss: 1.419] [G acc: 0.125] 4091 [D loss: (0.478)(R 0.442, F 0.514)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.445] [G acc: 0.062] 4092 [D loss: (0.517)(R 0.452, F 0.582)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.370] [G acc: 0.047] 4093 [D loss: (0.512)(R 0.525, F 0.499)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.348] [G acc: 0.078] 4094 [D loss: (0.559)(R 0.527, F 0.590)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.330] [G acc: 0.141] 4095 [D loss: (0.502)(R 0.427, F 0.578)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.537] [G acc: 0.031] 4096 [D loss: (0.477)(R 0.553, F 0.401)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.410] [G acc: 0.156] 4097 [D loss: (0.544)(R 0.540, F 0.548)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.400] [G acc: 0.094] 4098 [D loss: (0.467)(R 0.497, F 0.436)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.551] [G acc: 0.062] 4099 [D loss: (0.490)(R 0.489, F 0.491)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.396] [G acc: 0.141] 4100 [D loss: (0.560)(R 0.477, F 0.643)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.425] [G acc: 0.062] 4101 [D loss: (0.609)(R 0.690, F 0.528)] [D acc: (0.727)(0.562, 0.891)] [G loss: 1.449] [G acc: 0.062] 4102 [D loss: (0.549)(R 0.625, F 0.473)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.411] [G acc: 0.125] 4103 [D loss: (0.598)(R 0.501, F 0.695)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.741] [G acc: 0.094] 4104 [D loss: (0.467)(R 0.524, F 0.411)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.532] [G acc: 0.062] 4105 [D loss: (0.506)(R 0.459, F 0.552)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.314] [G acc: 0.141] 4106 [D loss: (0.520)(R 0.474, F 0.567)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.396] [G acc: 0.094] 4107 [D loss: (0.514)(R 0.600, F 0.429)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.477] [G acc: 0.094] 4108 [D loss: (0.513)(R 0.558, F 0.468)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.371] [G acc: 0.109] 4109 [D loss: (0.532)(R 0.511, F 0.553)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.440] [G acc: 0.109] 4110 [D loss: (0.526)(R 0.561, F 0.491)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.507] [G acc: 0.062] 4111 [D loss: (0.543)(R 0.580, F 0.506)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.450] [G acc: 0.125] 4112 [D loss: (0.560)(R 0.569, F 0.551)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.515] [G acc: 0.078] 4113 [D loss: (0.474)(R 0.508, F 0.440)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.470] [G acc: 0.125] 4114 [D loss: (0.611)(R 0.628, F 0.594)] [D acc: (0.641)(0.562, 0.719)] [G loss: 1.305] [G acc: 0.109] 4115 [D loss: (0.568)(R 0.618, F 0.519)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.328] [G acc: 0.188] 4116 [D loss: (0.434)(R 0.479, F 0.389)] [D acc: (0.805)(0.688, 0.922)] [G loss: 1.432] [G acc: 0.094] 4117 [D loss: (0.508)(R 0.480, F 0.536)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.475] [G acc: 0.062] 4118 [D loss: (0.547)(R 0.625, F 0.468)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.384] [G acc: 0.141] 4119 [D loss: (0.496)(R 0.413, F 0.579)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.513] [G acc: 0.062] 4120 [D loss: (0.509)(R 0.550, F 0.468)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.446] [G acc: 0.094] 4121 [D loss: (0.586)(R 0.658, F 0.513)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.374] [G acc: 0.094] 4122 [D loss: (0.590)(R 0.670, F 0.509)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.231] [G acc: 0.141] 4123 [D loss: (0.533)(R 0.586, F 0.480)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.289] [G acc: 0.109] 4124 [D loss: (0.466)(R 0.466, F 0.466)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.329] [G acc: 0.203] 4125 [D loss: (0.490)(R 0.427, F 0.553)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.336] [G acc: 0.156] 4126 [D loss: (0.490)(R 0.533, F 0.447)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.499] [G acc: 0.109] 4127 [D loss: (0.492)(R 0.396, F 0.589)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.575] [G acc: 0.141] 4128 [D loss: (0.592)(R 0.775, F 0.409)] [D acc: (0.695)(0.469, 0.922)] [G loss: 1.466] [G acc: 0.109] 4129 [D loss: (0.518)(R 0.585, F 0.451)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.438] [G acc: 0.062] 4130 [D loss: (0.464)(R 0.505, F 0.423)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.410] [G acc: 0.219] 4131 [D loss: (0.539)(R 0.461, F 0.616)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.424] [G acc: 0.203] 4132 [D loss: (0.565)(R 0.516, F 0.615)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.511] [G acc: 0.062] 4133 [D loss: (0.538)(R 0.562, F 0.515)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.429] [G acc: 0.078] 4134 [D loss: (0.552)(R 0.648, F 0.457)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.529] [G acc: 0.078] 4135 [D loss: (0.562)(R 0.475, F 0.648)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.640] [G acc: 0.078] 4136 [D loss: (0.586)(R 0.653, F 0.520)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.471] [G acc: 0.031] 4137 [D loss: (0.549)(R 0.527, F 0.572)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.307] [G acc: 0.125] 4138 [D loss: (0.492)(R 0.567, F 0.417)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.404] [G acc: 0.109] 4139 [D loss: (0.422)(R 0.393, F 0.451)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.431] [G acc: 0.094] 4140 [D loss: (0.604)(R 0.539, F 0.669)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.425] [G acc: 0.047] 4141 [D loss: (0.506)(R 0.581, F 0.430)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.336] [G acc: 0.125] 4142 [D loss: (0.574)(R 0.639, F 0.509)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.431] [G acc: 0.125] 4143 [D loss: (0.483)(R 0.544, F 0.422)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.349] [G acc: 0.125] 4144 [D loss: (0.515)(R 0.466, F 0.564)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.475] [G acc: 0.094] 4145 [D loss: (0.469)(R 0.527, F 0.410)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.574] [G acc: 0.047] 4146 [D loss: (0.504)(R 0.519, F 0.490)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.562] [G acc: 0.016] 4147 [D loss: (0.523)(R 0.487, F 0.560)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.502] [G acc: 0.047] 4148 [D loss: (0.535)(R 0.551, F 0.520)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.337] [G acc: 0.156] 4149 [D loss: (0.542)(R 0.621, F 0.463)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.377] [G acc: 0.172] 4150 [D loss: (0.529)(R 0.562, F 0.496)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.330] [G acc: 0.109] 4151 [D loss: (0.439)(R 0.451, F 0.427)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.454] [G acc: 0.094] 4152 [D loss: (0.529)(R 0.610, F 0.448)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.385] [G acc: 0.141] 4153 [D loss: (0.535)(R 0.501, F 0.570)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.264] [G acc: 0.141] 4154 [D loss: (0.518)(R 0.525, F 0.511)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.313] [G acc: 0.094] 4155 [D loss: (0.493)(R 0.544, F 0.442)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.281] [G acc: 0.094] 4156 [D loss: (0.486)(R 0.376, F 0.596)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.481] [G acc: 0.141] 4157 [D loss: (0.541)(R 0.576, F 0.506)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.363] [G acc: 0.047] 4158 [D loss: (0.483)(R 0.527, F 0.439)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.478] [G acc: 0.094] 4159 [D loss: (0.662)(R 0.613, F 0.711)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.492] [G acc: 0.047] 4160 [D loss: (0.505)(R 0.602, F 0.407)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.335] [G acc: 0.094] 4161 [D loss: (0.563)(R 0.497, F 0.629)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.280] [G acc: 0.094] 4162 [D loss: (0.449)(R 0.467, F 0.430)] [D acc: (0.805)(0.734, 0.875)] [G loss: 1.293] [G acc: 0.078] 4163 [D loss: (0.421)(R 0.328, F 0.515)] [D acc: (0.805)(0.828, 0.781)] [G loss: 1.359] [G acc: 0.094] 4164 [D loss: (0.541)(R 0.428, F 0.653)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.593] [G acc: 0.094] 4165 [D loss: (0.497)(R 0.594, F 0.400)] [D acc: (0.789)(0.656, 0.922)] [G loss: 1.536] [G acc: 0.062] 4166 [D loss: (0.517)(R 0.572, F 0.462)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.467] [G acc: 0.078] 4167 [D loss: (0.507)(R 0.589, F 0.425)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.570] [G acc: 0.062] 4168 [D loss: (0.554)(R 0.662, F 0.447)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.531] [G acc: 0.078] 4169 [D loss: (0.553)(R 0.478, F 0.629)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.505] [G acc: 0.078] 4170 [D loss: (0.610)(R 0.710, F 0.511)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.350] [G acc: 0.109] 4171 [D loss: (0.605)(R 0.617, F 0.592)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.466] [G acc: 0.094] 4172 [D loss: (0.533)(R 0.592, F 0.474)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.526] [G acc: 0.047] 4173 [D loss: (0.433)(R 0.495, F 0.372)] [D acc: (0.836)(0.734, 0.938)] [G loss: 1.467] [G acc: 0.094] 4174 [D loss: (0.493)(R 0.489, F 0.497)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.332] [G acc: 0.141] 4175 [D loss: (0.492)(R 0.532, F 0.452)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.353] [G acc: 0.141] 4176 [D loss: (0.538)(R 0.528, F 0.548)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.541] [G acc: 0.094] 4177 [D loss: (0.535)(R 0.513, F 0.558)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.375] [G acc: 0.062] 4178 [D loss: (0.492)(R 0.482, F 0.503)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.464] [G acc: 0.094] 4179 [D loss: (0.502)(R 0.544, F 0.460)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.415] [G acc: 0.094] 4180 [D loss: (0.527)(R 0.577, F 0.478)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.308] [G acc: 0.078] 4181 [D loss: (0.484)(R 0.481, F 0.486)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.471] [G acc: 0.078] 4182 [D loss: (0.535)(R 0.472, F 0.597)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.545] [G acc: 0.094] 4183 [D loss: (0.477)(R 0.570, F 0.384)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.383] [G acc: 0.125] 4184 [D loss: (0.519)(R 0.527, F 0.512)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.384] [G acc: 0.156] 4185 [D loss: (0.533)(R 0.633, F 0.434)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.349] [G acc: 0.062] 4186 [D loss: (0.456)(R 0.408, F 0.504)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.402] [G acc: 0.172] 4187 [D loss: (0.520)(R 0.526, F 0.514)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.471] [G acc: 0.078] 4188 [D loss: (0.508)(R 0.486, F 0.530)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.464] [G acc: 0.047] 4189 [D loss: (0.520)(R 0.550, F 0.489)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.412] [G acc: 0.094] 4190 [D loss: (0.544)(R 0.495, F 0.592)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.618] [G acc: 0.047] 4191 [D loss: (0.416)(R 0.406, F 0.425)] [D acc: (0.820)(0.781, 0.859)] [G loss: 1.498] [G acc: 0.031] 4192 [D loss: (0.583)(R 0.611, F 0.555)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.397] [G acc: 0.062] 4193 [D loss: (0.462)(R 0.499, F 0.424)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.375] [G acc: 0.188] 4194 [D loss: (0.516)(R 0.427, F 0.605)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.502] [G acc: 0.109] 4195 [D loss: (0.617)(R 0.593, F 0.640)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.422] [G acc: 0.047] 4196 [D loss: (0.533)(R 0.615, F 0.450)] [D acc: (0.750)(0.594, 0.906)] [G loss: 1.443] [G acc: 0.094] 4197 [D loss: (0.536)(R 0.551, F 0.521)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.368] [G acc: 0.094] 4198 [D loss: (0.469)(R 0.545, F 0.392)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.438] [G acc: 0.109] 4199 [D loss: (0.526)(R 0.549, F 0.503)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.293] [G acc: 0.109] 4200 [D loss: (0.524)(R 0.542, F 0.505)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.415] [G acc: 0.109] 4201 [D loss: (0.523)(R 0.516, F 0.531)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.372] [G acc: 0.094] 4202 [D loss: (0.554)(R 0.638, F 0.469)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.440] [G acc: 0.078] 4203 [D loss: (0.492)(R 0.515, F 0.469)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.368] [G acc: 0.125] 4204 [D loss: (0.534)(R 0.512, F 0.556)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.367] [G acc: 0.094] 4205 [D loss: (0.532)(R 0.492, F 0.572)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.435] [G acc: 0.109] 4206 [D loss: (0.552)(R 0.591, F 0.513)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.340] [G acc: 0.109] 4207 [D loss: (0.524)(R 0.516, F 0.533)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.377] [G acc: 0.078] 4208 [D loss: (0.488)(R 0.545, F 0.430)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.442] [G acc: 0.078] 4209 [D loss: (0.575)(R 0.579, F 0.571)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.366] [G acc: 0.062] 4210 [D loss: (0.553)(R 0.647, F 0.460)] [D acc: (0.711)(0.531, 0.891)] [G loss: 1.229] [G acc: 0.156] 4211 [D loss: (0.555)(R 0.591, F 0.518)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.347] [G acc: 0.078] 4212 [D loss: (0.548)(R 0.569, F 0.528)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.339] [G acc: 0.109] 4213 [D loss: (0.507)(R 0.467, F 0.547)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.440] [G acc: 0.031] 4214 [D loss: (0.481)(R 0.517, F 0.445)] [D acc: (0.805)(0.734, 0.875)] [G loss: 1.327] [G acc: 0.125] 4215 [D loss: (0.446)(R 0.467, F 0.426)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.442] [G acc: 0.062] 4216 [D loss: (0.539)(R 0.414, F 0.663)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.370] [G acc: 0.094] 4217 [D loss: (0.614)(R 0.793, F 0.436)] [D acc: (0.680)(0.469, 0.891)] [G loss: 1.395] [G acc: 0.125] 4218 [D loss: (0.554)(R 0.560, F 0.548)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.367] [G acc: 0.078] 4219 [D loss: (0.533)(R 0.530, F 0.536)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.324] [G acc: 0.109] 4220 [D loss: (0.511)(R 0.533, F 0.489)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.388] [G acc: 0.078] 4221 [D loss: (0.620)(R 0.582, F 0.658)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.378] [G acc: 0.094] 4222 [D loss: (0.520)(R 0.527, F 0.513)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.361] [G acc: 0.078] 4223 [D loss: (0.519)(R 0.569, F 0.469)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.281] [G acc: 0.078] 4224 [D loss: (0.530)(R 0.527, F 0.533)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.271] [G acc: 0.125] 4225 [D loss: (0.526)(R 0.559, F 0.493)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.282] [G acc: 0.078] 4226 [D loss: (0.553)(R 0.574, F 0.533)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.290] [G acc: 0.109] 4227 [D loss: (0.524)(R 0.511, F 0.538)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.265] [G acc: 0.109] 4228 [D loss: (0.510)(R 0.490, F 0.530)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.263] [G acc: 0.156] 4229 [D loss: (0.456)(R 0.511, F 0.401)] [D acc: (0.812)(0.719, 0.906)] [G loss: 1.215] [G acc: 0.125] 4230 [D loss: (0.604)(R 0.536, F 0.672)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.405] [G acc: 0.094] 4231 [D loss: (0.551)(R 0.618, F 0.483)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.262] [G acc: 0.094] 4232 [D loss: (0.636)(R 0.541, F 0.731)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.261] [G acc: 0.078] 4233 [D loss: (0.518)(R 0.509, F 0.527)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.371] [G acc: 0.125] 4234 [D loss: (0.575)(R 0.586, F 0.565)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.352] [G acc: 0.109] 4235 [D loss: (0.536)(R 0.561, F 0.511)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.485] [G acc: 0.016] 4236 [D loss: (0.620)(R 0.643, F 0.596)] [D acc: (0.648)(0.594, 0.703)] [G loss: 1.406] [G acc: 0.062] 4237 [D loss: (0.566)(R 0.604, F 0.527)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.419] [G acc: 0.062] 4238 [D loss: (0.532)(R 0.500, F 0.565)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.463] [G acc: 0.062] 4239 [D loss: (0.482)(R 0.484, F 0.479)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.492] [G acc: 0.031] 4240 [D loss: (0.583)(R 0.550, F 0.616)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.411] [G acc: 0.078] 4241 [D loss: (0.499)(R 0.550, F 0.448)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.275] [G acc: 0.141] 4242 [D loss: (0.478)(R 0.428, F 0.528)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.339] [G acc: 0.031] 4243 [D loss: (0.521)(R 0.539, F 0.502)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.389] [G acc: 0.094] 4244 [D loss: (0.499)(R 0.579, F 0.420)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.397] [G acc: 0.062] 4245 [D loss: (0.522)(R 0.478, F 0.566)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.408] [G acc: 0.047] 4246 [D loss: (0.577)(R 0.614, F 0.541)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.292] [G acc: 0.109] 4247 [D loss: (0.432)(R 0.468, F 0.397)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.449] [G acc: 0.109] 4248 [D loss: (0.527)(R 0.501, F 0.553)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.469] [G acc: 0.062] 4249 [D loss: (0.530)(R 0.513, F 0.547)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.408] [G acc: 0.062] 4250 [D loss: (0.524)(R 0.503, F 0.544)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.415] [G acc: 0.031] 4251 [D loss: (0.515)(R 0.475, F 0.555)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.341] [G acc: 0.047] 4252 [D loss: (0.511)(R 0.646, F 0.376)] [D acc: (0.734)(0.562, 0.906)] [G loss: 1.388] [G acc: 0.094] 4253 [D loss: (0.521)(R 0.556, F 0.486)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.471] [G acc: 0.094] 4254 [D loss: (0.507)(R 0.473, F 0.540)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.271] [G acc: 0.141] 4255 [D loss: (0.611)(R 0.657, F 0.565)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.221] [G acc: 0.219] 4256 [D loss: (0.538)(R 0.594, F 0.483)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.253] [G acc: 0.141] 4257 [D loss: (0.434)(R 0.413, F 0.455)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.345] [G acc: 0.125] 4258 [D loss: (0.557)(R 0.420, F 0.694)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.386] [G acc: 0.047] 4259 [D loss: (0.542)(R 0.614, F 0.470)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.559] [G acc: 0.062] 4260 [D loss: (0.454)(R 0.489, F 0.418)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.448] [G acc: 0.109] 4261 [D loss: (0.469)(R 0.455, F 0.482)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.464] [G acc: 0.094] 4262 [D loss: (0.468)(R 0.471, F 0.465)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.445] [G acc: 0.094] 4263 [D loss: (0.470)(R 0.483, F 0.458)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.452] [G acc: 0.156] 4264 [D loss: (0.498)(R 0.460, F 0.535)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.465] [G acc: 0.109] 4265 [D loss: (0.555)(R 0.577, F 0.534)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.482] [G acc: 0.062] 4266 [D loss: (0.577)(R 0.680, F 0.473)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.431] [G acc: 0.031] 4267 [D loss: (0.546)(R 0.544, F 0.548)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.460] [G acc: 0.109] 4268 [D loss: (0.469)(R 0.500, F 0.438)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.362] [G acc: 0.141] 4269 [D loss: (0.496)(R 0.413, F 0.580)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.482] [G acc: 0.078] 4270 [D loss: (0.537)(R 0.639, F 0.436)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.380] [G acc: 0.125] 4271 [D loss: (0.526)(R 0.482, F 0.569)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.377] [G acc: 0.078] 4272 [D loss: (0.500)(R 0.499, F 0.501)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.393] [G acc: 0.125] 4273 [D loss: (0.500)(R 0.582, F 0.419)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.442] [G acc: 0.125] 4274 [D loss: (0.502)(R 0.461, F 0.543)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.357] [G acc: 0.125] 4275 [D loss: (0.544)(R 0.641, F 0.446)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.507] [G acc: 0.141] 4276 [D loss: (0.439)(R 0.477, F 0.401)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.487] [G acc: 0.109] 4277 [D loss: (0.539)(R 0.651, F 0.427)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.351] [G acc: 0.172] 4278 [D loss: (0.653)(R 0.440, F 0.865)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.502] [G acc: 0.000] 4279 [D loss: (0.562)(R 0.661, F 0.463)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.425] [G acc: 0.094] 4280 [D loss: (0.573)(R 0.666, F 0.481)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.450] [G acc: 0.047] 4281 [D loss: (0.476)(R 0.499, F 0.452)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.539] [G acc: 0.156] 4282 [D loss: (0.487)(R 0.457, F 0.517)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.460] [G acc: 0.172] 4283 [D loss: (0.415)(R 0.461, F 0.369)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.507] [G acc: 0.062] 4284 [D loss: (0.561)(R 0.639, F 0.482)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.350] [G acc: 0.125] 4285 [D loss: (0.497)(R 0.428, F 0.566)] [D acc: (0.781)(0.781, 0.781)] [G loss: 1.555] [G acc: 0.047] 4286 [D loss: (0.613)(R 0.532, F 0.694)] [D acc: (0.617)(0.609, 0.625)] [G loss: 1.589] [G acc: 0.047] 4287 [D loss: (0.440)(R 0.462, F 0.419)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.386] [G acc: 0.078] 4288 [D loss: (0.582)(R 0.574, F 0.589)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.571] [G acc: 0.125] 4289 [D loss: (0.567)(R 0.599, F 0.536)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.394] [G acc: 0.094] 4290 [D loss: (0.544)(R 0.503, F 0.586)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.607] [G acc: 0.031] 4291 [D loss: (0.553)(R 0.688, F 0.417)] [D acc: (0.711)(0.500, 0.922)] [G loss: 1.339] [G acc: 0.141] 4292 [D loss: (0.555)(R 0.559, F 0.552)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.554] [G acc: 0.031] 4293 [D loss: (0.570)(R 0.572, F 0.567)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.452] [G acc: 0.062] 4294 [D loss: (0.592)(R 0.606, F 0.579)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.287] [G acc: 0.094] 4295 [D loss: (0.502)(R 0.516, F 0.488)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.356] [G acc: 0.125] 4296 [D loss: (0.511)(R 0.572, F 0.451)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.330] [G acc: 0.109] 4297 [D loss: (0.442)(R 0.433, F 0.451)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.553] [G acc: 0.078] 4298 [D loss: (0.519)(R 0.435, F 0.604)] [D acc: (0.711)(0.750, 0.672)] [G loss: 1.512] [G acc: 0.047] 4299 [D loss: (0.479)(R 0.454, F 0.505)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.284] [G acc: 0.188] 4300 [D loss: (0.432)(R 0.403, F 0.462)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.459] [G acc: 0.031] 4301 [D loss: (0.476)(R 0.484, F 0.467)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.333] [G acc: 0.078] 4302 [D loss: (0.528)(R 0.540, F 0.515)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.370] [G acc: 0.094] 4303 [D loss: (0.508)(R 0.498, F 0.518)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.299] [G acc: 0.109] 4304 [D loss: (0.625)(R 0.619, F 0.631)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.408] [G acc: 0.047] 4305 [D loss: (0.571)(R 0.676, F 0.467)] [D acc: (0.695)(0.531, 0.859)] [G loss: 1.417] [G acc: 0.062] 4306 [D loss: (0.511)(R 0.584, F 0.438)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.258] [G acc: 0.125] 4307 [D loss: (0.486)(R 0.530, F 0.442)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.281] [G acc: 0.141] 4308 [D loss: (0.559)(R 0.444, F 0.674)] [D acc: (0.711)(0.766, 0.656)] [G loss: 1.387] [G acc: 0.062] 4309 [D loss: (0.531)(R 0.591, F 0.471)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.443] [G acc: 0.031] 4310 [D loss: (0.480)(R 0.611, F 0.350)] [D acc: (0.773)(0.594, 0.953)] [G loss: 1.400] [G acc: 0.094] 4311 [D loss: (0.462)(R 0.437, F 0.487)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.345] [G acc: 0.188] 4312 [D loss: (0.497)(R 0.445, F 0.550)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.567] [G acc: 0.047] 4313 [D loss: (0.508)(R 0.600, F 0.417)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.453] [G acc: 0.109] 4314 [D loss: (0.517)(R 0.535, F 0.499)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.361] [G acc: 0.141] 4315 [D loss: (0.522)(R 0.511, F 0.534)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.333] [G acc: 0.078] 4316 [D loss: (0.627)(R 0.546, F 0.707)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.426] [G acc: 0.078] 4317 [D loss: (0.521)(R 0.629, F 0.412)] [D acc: (0.766)(0.625, 0.906)] [G loss: 1.496] [G acc: 0.078] 4318 [D loss: (0.504)(R 0.539, F 0.470)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.334] [G acc: 0.109] 4319 [D loss: (0.474)(R 0.486, F 0.462)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.345] [G acc: 0.109] 4320 [D loss: (0.524)(R 0.625, F 0.423)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.534] [G acc: 0.031] 4321 [D loss: (0.436)(R 0.413, F 0.458)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.372] [G acc: 0.125] 4322 [D loss: (0.608)(R 0.512, F 0.704)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.480] [G acc: 0.141] 4323 [D loss: (0.496)(R 0.620, F 0.372)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.403] [G acc: 0.047] 4324 [D loss: (0.613)(R 0.461, F 0.765)] [D acc: (0.727)(0.750, 0.703)] [G loss: 1.445] [G acc: 0.047] 4325 [D loss: (0.479)(R 0.553, F 0.404)] [D acc: (0.828)(0.703, 0.953)] [G loss: 1.486] [G acc: 0.062] 4326 [D loss: (0.459)(R 0.469, F 0.449)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.575] [G acc: 0.078] 4327 [D loss: (0.472)(R 0.489, F 0.454)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.707] [G acc: 0.016] 4328 [D loss: (0.420)(R 0.463, F 0.378)] [D acc: (0.812)(0.734, 0.891)] [G loss: 1.516] [G acc: 0.125] 4329 [D loss: (0.483)(R 0.469, F 0.496)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.271] [G acc: 0.156] 4330 [D loss: (0.521)(R 0.430, F 0.612)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.297] [G acc: 0.109] 4331 [D loss: (0.528)(R 0.585, F 0.472)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.574] [G acc: 0.062] 4332 [D loss: (0.506)(R 0.566, F 0.447)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.647] [G acc: 0.016] 4333 [D loss: (0.467)(R 0.450, F 0.484)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.523] [G acc: 0.062] 4334 [D loss: (0.666)(R 0.435, F 0.897)] [D acc: (0.680)(0.719, 0.641)] [G loss: 1.663] [G acc: 0.047] 4335 [D loss: (0.573)(R 0.698, F 0.448)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.430] [G acc: 0.094] 4336 [D loss: (0.567)(R 0.613, F 0.522)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.490] [G acc: 0.125] 4337 [D loss: (0.596)(R 0.644, F 0.549)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.531] [G acc: 0.062] 4338 [D loss: (0.531)(R 0.570, F 0.492)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.432] [G acc: 0.078] 4339 [D loss: (0.449)(R 0.465, F 0.433)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.561] [G acc: 0.062] 4340 [D loss: (0.532)(R 0.682, F 0.381)] [D acc: (0.703)(0.531, 0.875)] [G loss: 1.408] [G acc: 0.094] 4341 [D loss: (0.423)(R 0.409, F 0.438)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.480] [G acc: 0.062] 4342 [D loss: (0.616)(R 0.586, F 0.646)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.356] [G acc: 0.094] 4343 [D loss: (0.471)(R 0.542, F 0.401)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.497] [G acc: 0.031] 4344 [D loss: (0.549)(R 0.501, F 0.597)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.564] [G acc: 0.031] 4345 [D loss: (0.550)(R 0.602, F 0.497)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.369] [G acc: 0.094] 4346 [D loss: (0.505)(R 0.454, F 0.556)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.525] [G acc: 0.047] 4347 [D loss: (0.544)(R 0.618, F 0.469)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.295] [G acc: 0.188] 4348 [D loss: (0.465)(R 0.520, F 0.410)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.497] [G acc: 0.078] 4349 [D loss: (0.472)(R 0.529, F 0.416)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.411] [G acc: 0.094] 4350 [D loss: (0.559)(R 0.569, F 0.548)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.610] [G acc: 0.094] 4351 [D loss: (0.489)(R 0.487, F 0.491)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.416] [G acc: 0.141] 4352 [D loss: (0.475)(R 0.581, F 0.370)] [D acc: (0.773)(0.625, 0.922)] [G loss: 1.432] [G acc: 0.109] 4353 [D loss: (0.603)(R 0.585, F 0.622)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.406] [G acc: 0.109] 4354 [D loss: (0.466)(R 0.572, F 0.361)] [D acc: (0.812)(0.688, 0.938)] [G loss: 1.529] [G acc: 0.094] 4355 [D loss: (0.537)(R 0.410, F 0.665)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.439] [G acc: 0.094] 4356 [D loss: (0.511)(R 0.479, F 0.544)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.683] [G acc: 0.062] 4357 [D loss: (0.523)(R 0.647, F 0.400)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.340] [G acc: 0.125] 4358 [D loss: (0.576)(R 0.500, F 0.652)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.422] [G acc: 0.125] 4359 [D loss: (0.575)(R 0.667, F 0.484)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.360] [G acc: 0.047] 4360 [D loss: (0.472)(R 0.492, F 0.452)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.505] [G acc: 0.094] 4361 [D loss: (0.487)(R 0.483, F 0.491)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.377] [G acc: 0.109] 4362 [D loss: (0.534)(R 0.523, F 0.545)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.421] [G acc: 0.156] 4363 [D loss: (0.514)(R 0.520, F 0.509)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.439] [G acc: 0.078] 4364 [D loss: (0.517)(R 0.513, F 0.521)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.377] [G acc: 0.078] 4365 [D loss: (0.451)(R 0.467, F 0.435)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.473] [G acc: 0.109] 4366 [D loss: (0.557)(R 0.594, F 0.520)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.436] [G acc: 0.047] 4367 [D loss: (0.500)(R 0.580, F 0.421)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.447] [G acc: 0.094] 4368 [D loss: (0.508)(R 0.424, F 0.592)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.605] [G acc: 0.047] 4369 [D loss: (0.547)(R 0.458, F 0.635)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.478] [G acc: 0.109] 4370 [D loss: (0.583)(R 0.659, F 0.507)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.434] [G acc: 0.109] 4371 [D loss: (0.574)(R 0.582, F 0.565)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.454] [G acc: 0.062] 4372 [D loss: (0.599)(R 0.716, F 0.481)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.245] [G acc: 0.125] 4373 [D loss: (0.518)(R 0.587, F 0.449)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.401] [G acc: 0.094] 4374 [D loss: (0.518)(R 0.454, F 0.583)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.588] [G acc: 0.031] 4375 [D loss: (0.590)(R 0.646, F 0.534)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.378] [G acc: 0.078] 4376 [D loss: (0.535)(R 0.600, F 0.469)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.433] [G acc: 0.062] 4377 [D loss: (0.521)(R 0.585, F 0.457)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.372] [G acc: 0.141] 4378 [D loss: (0.429)(R 0.446, F 0.412)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.400] [G acc: 0.062] 4379 [D loss: (0.437)(R 0.442, F 0.433)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.416] [G acc: 0.109] 4380 [D loss: (0.498)(R 0.453, F 0.543)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.486] [G acc: 0.062] 4381 [D loss: (0.637)(R 0.669, F 0.605)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.587] [G acc: 0.047] 4382 [D loss: (0.576)(R 0.622, F 0.530)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.448] [G acc: 0.031] 4383 [D loss: (0.479)(R 0.509, F 0.450)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.579] [G acc: 0.125] 4384 [D loss: (0.583)(R 0.467, F 0.700)] [D acc: (0.703)(0.750, 0.656)] [G loss: 1.413] [G acc: 0.109] 4385 [D loss: (0.614)(R 0.729, F 0.498)] [D acc: (0.656)(0.516, 0.797)] [G loss: 1.456] [G acc: 0.094] 4386 [D loss: (0.509)(R 0.563, F 0.456)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.342] [G acc: 0.109] 4387 [D loss: (0.548)(R 0.524, F 0.572)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.411] [G acc: 0.141] 4388 [D loss: (0.492)(R 0.534, F 0.451)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.520] [G acc: 0.062] 4389 [D loss: (0.603)(R 0.654, F 0.551)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.321] [G acc: 0.141] 4390 [D loss: (0.541)(R 0.482, F 0.600)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.383] [G acc: 0.125] 4391 [D loss: (0.532)(R 0.623, F 0.440)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.432] [G acc: 0.078] 4392 [D loss: (0.472)(R 0.439, F 0.505)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.450] [G acc: 0.078] 4393 [D loss: (0.590)(R 0.596, F 0.584)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.466] [G acc: 0.094] 4394 [D loss: (0.561)(R 0.517, F 0.606)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.417] [G acc: 0.156] 4395 [D loss: (0.528)(R 0.504, F 0.551)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.411] [G acc: 0.141] 4396 [D loss: (0.540)(R 0.648, F 0.431)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.367] [G acc: 0.094] 4397 [D loss: (0.527)(R 0.491, F 0.563)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.367] [G acc: 0.109] 4398 [D loss: (0.571)(R 0.547, F 0.595)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.481] [G acc: 0.094] 4399 [D loss: (0.491)(R 0.566, F 0.415)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.515] [G acc: 0.047] 4400 [D loss: (0.602)(R 0.551, F 0.654)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.266] [G acc: 0.078] 4401 [D loss: (0.509)(R 0.414, F 0.604)] [D acc: (0.766)(0.797, 0.734)] [G loss: 1.453] [G acc: 0.078] 4402 [D loss: (0.543)(R 0.544, F 0.542)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.440] [G acc: 0.078] 4403 [D loss: (0.542)(R 0.577, F 0.508)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.435] [G acc: 0.109] 4404 [D loss: (0.588)(R 0.662, F 0.514)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.421] [G acc: 0.078] 4405 [D loss: (0.552)(R 0.666, F 0.439)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.248] [G acc: 0.125] 4406 [D loss: (0.540)(R 0.554, F 0.526)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.445] [G acc: 0.125] 4407 [D loss: (0.595)(R 0.534, F 0.657)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.295] [G acc: 0.125] 4408 [D loss: (0.589)(R 0.679, F 0.499)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.297] [G acc: 0.109] 4409 [D loss: (0.508)(R 0.514, F 0.503)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.377] [G acc: 0.062] 4410 [D loss: (0.465)(R 0.431, F 0.500)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.326] [G acc: 0.156] 4411 [D loss: (0.558)(R 0.567, F 0.550)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.303] [G acc: 0.156] 4412 [D loss: (0.603)(R 0.666, F 0.539)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.417] [G acc: 0.109] 4413 [D loss: (0.555)(R 0.465, F 0.646)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.473] [G acc: 0.062] 4414 [D loss: (0.475)(R 0.550, F 0.400)] [D acc: (0.820)(0.703, 0.938)] [G loss: 1.402] [G acc: 0.047] 4415 [D loss: (0.573)(R 0.542, F 0.603)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.332] [G acc: 0.094] 4416 [D loss: (0.469)(R 0.514, F 0.423)] [D acc: (0.820)(0.750, 0.891)] [G loss: 1.527] [G acc: 0.031] 4417 [D loss: (0.550)(R 0.617, F 0.483)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.287] [G acc: 0.156] 4418 [D loss: (0.539)(R 0.528, F 0.549)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.348] [G acc: 0.078] 4419 [D loss: (0.500)(R 0.499, F 0.500)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.494] [G acc: 0.078] 4420 [D loss: (0.643)(R 0.526, F 0.760)] [D acc: (0.641)(0.625, 0.656)] [G loss: 1.480] [G acc: 0.078] 4421 [D loss: (0.470)(R 0.511, F 0.429)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.651] [G acc: 0.031] 4422 [D loss: (0.527)(R 0.623, F 0.432)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.396] [G acc: 0.062] 4423 [D loss: (0.452)(R 0.435, F 0.469)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.475] [G acc: 0.094] 4424 [D loss: (0.450)(R 0.386, F 0.515)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.549] [G acc: 0.094] 4425 [D loss: (0.457)(R 0.543, F 0.370)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.322] [G acc: 0.188] 4426 [D loss: (0.445)(R 0.403, F 0.487)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.643] [G acc: 0.047] 4427 [D loss: (0.543)(R 0.611, F 0.474)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.390] [G acc: 0.141] 4428 [D loss: (0.600)(R 0.602, F 0.598)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.469] [G acc: 0.062] 4429 [D loss: (0.518)(R 0.482, F 0.554)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.545] [G acc: 0.016] 4430 [D loss: (0.524)(R 0.609, F 0.438)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.528] [G acc: 0.078] 4431 [D loss: (0.429)(R 0.451, F 0.406)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.560] [G acc: 0.094] 4432 [D loss: (0.460)(R 0.407, F 0.514)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.311] [G acc: 0.062] 4433 [D loss: (0.553)(R 0.583, F 0.523)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.480] [G acc: 0.078] 4434 [D loss: (0.567)(R 0.578, F 0.556)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.476] [G acc: 0.078] 4435 [D loss: (0.573)(R 0.645, F 0.501)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.354] [G acc: 0.094] 4436 [D loss: (0.512)(R 0.557, F 0.467)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.476] [G acc: 0.078] 4437 [D loss: (0.715)(R 0.824, F 0.605)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.354] [G acc: 0.047] 4438 [D loss: (0.545)(R 0.590, F 0.501)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.274] [G acc: 0.125] 4439 [D loss: (0.597)(R 0.568, F 0.625)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.195] [G acc: 0.109] 4440 [D loss: (0.568)(R 0.569, F 0.568)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.477] [G acc: 0.094] 4441 [D loss: (0.539)(R 0.492, F 0.587)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.483] [G acc: 0.094] 4442 [D loss: (0.530)(R 0.503, F 0.557)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.329] [G acc: 0.109] 4443 [D loss: (0.497)(R 0.552, F 0.441)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.475] [G acc: 0.094] 4444 [D loss: (0.472)(R 0.536, F 0.409)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.496] [G acc: 0.094] 4445 [D loss: (0.449)(R 0.419, F 0.478)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.527] [G acc: 0.031] 4446 [D loss: (0.501)(R 0.429, F 0.573)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.559] [G acc: 0.078] 4447 [D loss: (0.571)(R 0.718, F 0.423)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.571] [G acc: 0.062] 4448 [D loss: (0.469)(R 0.520, F 0.418)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.365] [G acc: 0.062] 4449 [D loss: (0.570)(R 0.463, F 0.677)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.368] [G acc: 0.094] 4450 [D loss: (0.396)(R 0.350, F 0.441)] [D acc: (0.812)(0.812, 0.812)] [G loss: 1.357] [G acc: 0.156] 4451 [D loss: (0.415)(R 0.405, F 0.425)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.734] [G acc: 0.031] 4452 [D loss: (0.590)(R 0.596, F 0.583)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.419] [G acc: 0.109] 4453 [D loss: (0.460)(R 0.400, F 0.519)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.569] [G acc: 0.047] 4454 [D loss: (0.559)(R 0.675, F 0.443)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.397] [G acc: 0.109] 4455 [D loss: (0.572)(R 0.661, F 0.484)] [D acc: (0.664)(0.547, 0.781)] [G loss: 1.353] [G acc: 0.125] 4456 [D loss: (0.523)(R 0.564, F 0.482)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.375] [G acc: 0.125] 4457 [D loss: (0.555)(R 0.553, F 0.556)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.394] [G acc: 0.094] 4458 [D loss: (0.572)(R 0.558, F 0.587)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.360] [G acc: 0.078] 4459 [D loss: (0.470)(R 0.502, F 0.437)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.301] [G acc: 0.172] 4460 [D loss: (0.572)(R 0.523, F 0.622)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.471] [G acc: 0.141] 4461 [D loss: (0.593)(R 0.676, F 0.510)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.420] [G acc: 0.141] 4462 [D loss: (0.480)(R 0.517, F 0.442)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.390] [G acc: 0.125] 4463 [D loss: (0.493)(R 0.460, F 0.525)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.350] [G acc: 0.172] 4464 [D loss: (0.512)(R 0.551, F 0.473)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.671] [G acc: 0.125] 4465 [D loss: (0.545)(R 0.570, F 0.521)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.460] [G acc: 0.062] 4466 [D loss: (0.454)(R 0.543, F 0.364)] [D acc: (0.789)(0.656, 0.922)] [G loss: 1.502] [G acc: 0.125] 4467 [D loss: (0.596)(R 0.498, F 0.693)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.568] [G acc: 0.047] 4468 [D loss: (0.563)(R 0.631, F 0.496)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.350] [G acc: 0.156] 4469 [D loss: (0.521)(R 0.543, F 0.498)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.608] [G acc: 0.000] 4470 [D loss: (0.560)(R 0.528, F 0.592)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.591] [G acc: 0.062] 4471 [D loss: (0.589)(R 0.628, F 0.550)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.412] [G acc: 0.078] 4472 [D loss: (0.660)(R 0.674, F 0.646)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.443] [G acc: 0.109] 4473 [D loss: (0.534)(R 0.561, F 0.508)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.386] [G acc: 0.062] 4474 [D loss: (0.546)(R 0.572, F 0.521)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.477] [G acc: 0.094] 4475 [D loss: (0.550)(R 0.598, F 0.502)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.344] [G acc: 0.094] 4476 [D loss: (0.585)(R 0.605, F 0.566)] [D acc: (0.641)(0.625, 0.656)] [G loss: 1.511] [G acc: 0.047] 4477 [D loss: (0.499)(R 0.506, F 0.492)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.324] [G acc: 0.125] 4478 [D loss: (0.608)(R 0.501, F 0.715)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.501] [G acc: 0.047] 4479 [D loss: (0.514)(R 0.539, F 0.488)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.369] [G acc: 0.156] 4480 [D loss: (0.566)(R 0.552, F 0.580)] [D acc: (0.625)(0.547, 0.703)] [G loss: 1.247] [G acc: 0.109] 4481 [D loss: (0.480)(R 0.563, F 0.397)] [D acc: (0.750)(0.594, 0.906)] [G loss: 1.360] [G acc: 0.219] 4482 [D loss: (0.577)(R 0.573, F 0.581)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.193] [G acc: 0.094] 4483 [D loss: (0.490)(R 0.441, F 0.539)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.396] [G acc: 0.094] 4484 [D loss: (0.574)(R 0.610, F 0.538)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.144] [G acc: 0.172] 4485 [D loss: (0.500)(R 0.467, F 0.532)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.339] [G acc: 0.094] 4486 [D loss: (0.655)(R 0.550, F 0.760)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.517] [G acc: 0.109] 4487 [D loss: (0.538)(R 0.632, F 0.445)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.343] [G acc: 0.141] 4488 [D loss: (0.537)(R 0.590, F 0.484)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.425] [G acc: 0.078] 4489 [D loss: (0.500)(R 0.550, F 0.450)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.365] [G acc: 0.141] 4490 [D loss: (0.510)(R 0.528, F 0.492)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.287] [G acc: 0.141] 4491 [D loss: (0.496)(R 0.557, F 0.436)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.353] [G acc: 0.172] 4492 [D loss: (0.626)(R 0.648, F 0.605)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.374] [G acc: 0.156] 4493 [D loss: (0.541)(R 0.472, F 0.610)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.289] [G acc: 0.125] 4494 [D loss: (0.441)(R 0.452, F 0.430)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.400] [G acc: 0.109] 4495 [D loss: (0.493)(R 0.460, F 0.525)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.461] [G acc: 0.109] 4496 [D loss: (0.530)(R 0.560, F 0.499)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.441] [G acc: 0.109] 4497 [D loss: (0.459)(R 0.446, F 0.472)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.478] [G acc: 0.047] 4498 [D loss: (0.521)(R 0.555, F 0.488)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.403] [G acc: 0.188] 4499 [D loss: (0.522)(R 0.585, F 0.458)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.532] [G acc: 0.062] 4500 [D loss: (0.524)(R 0.479, F 0.568)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.456] [G acc: 0.172] 4501 [D loss: (0.549)(R 0.596, F 0.502)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.603] [G acc: 0.062] 4502 [D loss: (0.565)(R 0.611, F 0.519)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.536] [G acc: 0.062] 4503 [D loss: (0.556)(R 0.462, F 0.650)] [D acc: (0.727)(0.766, 0.688)] [G loss: 1.585] [G acc: 0.141] 4504 [D loss: (0.553)(R 0.642, F 0.464)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.480] [G acc: 0.078] 4505 [D loss: (0.511)(R 0.578, F 0.444)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.388] [G acc: 0.078] 4506 [D loss: (0.561)(R 0.593, F 0.529)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.414] [G acc: 0.062] 4507 [D loss: (0.585)(R 0.637, F 0.534)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.342] [G acc: 0.094] 4508 [D loss: (0.497)(R 0.466, F 0.527)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.227] [G acc: 0.172] 4509 [D loss: (0.512)(R 0.478, F 0.545)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.405] [G acc: 0.109] 4510 [D loss: (0.562)(R 0.582, F 0.543)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.447] [G acc: 0.094] 4511 [D loss: (0.526)(R 0.550, F 0.503)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.584] [G acc: 0.031] 4512 [D loss: (0.570)(R 0.594, F 0.546)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.456] [G acc: 0.109] 4513 [D loss: (0.479)(R 0.555, F 0.404)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.416] [G acc: 0.109] 4514 [D loss: (0.469)(R 0.466, F 0.472)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.479] [G acc: 0.031] 4515 [D loss: (0.546)(R 0.504, F 0.587)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.455] [G acc: 0.047] 4516 [D loss: (0.590)(R 0.710, F 0.470)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.495] [G acc: 0.156] 4517 [D loss: (0.567)(R 0.577, F 0.557)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.466] [G acc: 0.125] 4518 [D loss: (0.512)(R 0.549, F 0.475)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.412] [G acc: 0.094] 4519 [D loss: (0.521)(R 0.483, F 0.560)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.434] [G acc: 0.016] 4520 [D loss: (0.448)(R 0.469, F 0.428)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.329] [G acc: 0.141] 4521 [D loss: (0.454)(R 0.471, F 0.436)] [D acc: (0.820)(0.750, 0.891)] [G loss: 1.477] [G acc: 0.031] 4522 [D loss: (0.530)(R 0.569, F 0.491)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.483] [G acc: 0.109] 4523 [D loss: (0.588)(R 0.522, F 0.655)] [D acc: (0.656)(0.656, 0.656)] [G loss: 1.401] [G acc: 0.141] 4524 [D loss: (0.543)(R 0.553, F 0.532)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.478] [G acc: 0.125] 4525 [D loss: (0.505)(R 0.477, F 0.534)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.542] [G acc: 0.078] 4526 [D loss: (0.501)(R 0.519, F 0.483)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.446] [G acc: 0.109] 4527 [D loss: (0.532)(R 0.522, F 0.541)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.431] [G acc: 0.125] 4528 [D loss: (0.511)(R 0.505, F 0.516)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.549] [G acc: 0.062] 4529 [D loss: (0.536)(R 0.513, F 0.560)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.629] [G acc: 0.031] 4530 [D loss: (0.574)(R 0.556, F 0.591)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.505] [G acc: 0.062] 4531 [D loss: (0.553)(R 0.655, F 0.451)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.433] [G acc: 0.062] 4532 [D loss: (0.481)(R 0.542, F 0.420)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.270] [G acc: 0.172] 4533 [D loss: (0.504)(R 0.409, F 0.598)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.581] [G acc: 0.062] 4534 [D loss: (0.514)(R 0.588, F 0.439)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.509] [G acc: 0.078] 4535 [D loss: (0.569)(R 0.453, F 0.686)] [D acc: (0.719)(0.750, 0.688)] [G loss: 1.610] [G acc: 0.062] 4536 [D loss: (0.551)(R 0.685, F 0.418)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.462] [G acc: 0.078] 4537 [D loss: (0.564)(R 0.666, F 0.463)] [D acc: (0.703)(0.547, 0.859)] [G loss: 1.509] [G acc: 0.062] 4538 [D loss: (0.523)(R 0.557, F 0.488)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.324] [G acc: 0.094] 4539 [D loss: (0.494)(R 0.476, F 0.513)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.328] [G acc: 0.141] 4540 [D loss: (0.396)(R 0.334, F 0.457)] [D acc: (0.844)(0.828, 0.859)] [G loss: 1.658] [G acc: 0.062] 4541 [D loss: (0.512)(R 0.588, F 0.436)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.542] [G acc: 0.047] 4542 [D loss: (0.494)(R 0.568, F 0.421)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.462] [G acc: 0.094] 4543 [D loss: (0.577)(R 0.537, F 0.616)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.609] [G acc: 0.062] 4544 [D loss: (0.523)(R 0.557, F 0.490)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.517] [G acc: 0.062] 4545 [D loss: (0.566)(R 0.545, F 0.587)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.438] [G acc: 0.031] 4546 [D loss: (0.558)(R 0.673, F 0.443)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.541] [G acc: 0.016] 4547 [D loss: (0.551)(R 0.652, F 0.450)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.522] [G acc: 0.094] 4548 [D loss: (0.463)(R 0.483, F 0.443)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.436] [G acc: 0.094] 4549 [D loss: (0.597)(R 0.668, F 0.525)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.357] [G acc: 0.062] 4550 [D loss: (0.608)(R 0.579, F 0.636)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.354] [G acc: 0.109] 4551 [D loss: (0.419)(R 0.446, F 0.392)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.383] [G acc: 0.062] 4552 [D loss: (0.522)(R 0.510, F 0.534)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.518] [G acc: 0.078] 4553 [D loss: (0.456)(R 0.490, F 0.422)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.479] [G acc: 0.047] 4554 [D loss: (0.419)(R 0.432, F 0.406)] [D acc: (0.812)(0.719, 0.906)] [G loss: 1.567] [G acc: 0.109] 4555 [D loss: (0.463)(R 0.409, F 0.518)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.555] [G acc: 0.047] 4556 [D loss: (0.549)(R 0.617, F 0.481)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.295] [G acc: 0.078] 4557 [D loss: (0.522)(R 0.582, F 0.463)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.391] [G acc: 0.125] 4558 [D loss: (0.437)(R 0.408, F 0.466)] [D acc: (0.812)(0.828, 0.797)] [G loss: 1.404] [G acc: 0.125] 4559 [D loss: (0.547)(R 0.601, F 0.494)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.366] [G acc: 0.188] 4560 [D loss: (0.632)(R 0.616, F 0.647)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.259] [G acc: 0.094] 4561 [D loss: (0.534)(R 0.596, F 0.473)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.353] [G acc: 0.062] 4562 [D loss: (0.558)(R 0.582, F 0.534)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.413] [G acc: 0.094] 4563 [D loss: (0.519)(R 0.576, F 0.463)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.378] [G acc: 0.156] 4564 [D loss: (0.527)(R 0.572, F 0.482)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.375] [G acc: 0.109] 4565 [D loss: (0.546)(R 0.509, F 0.582)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.472] [G acc: 0.047] 4566 [D loss: (0.599)(R 0.685, F 0.514)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.381] [G acc: 0.078] 4567 [D loss: (0.587)(R 0.560, F 0.614)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.396] [G acc: 0.062] 4568 [D loss: (0.457)(R 0.489, F 0.426)] [D acc: (0.789)(0.672, 0.906)] [G loss: 1.447] [G acc: 0.062] 4569 [D loss: (0.479)(R 0.382, F 0.576)] [D acc: (0.789)(0.797, 0.781)] [G loss: 1.542] [G acc: 0.031] 4570 [D loss: (0.563)(R 0.616, F 0.509)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.382] [G acc: 0.156] 4571 [D loss: (0.526)(R 0.573, F 0.480)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.428] [G acc: 0.078] 4572 [D loss: (0.462)(R 0.375, F 0.549)] [D acc: (0.773)(0.812, 0.734)] [G loss: 1.508] [G acc: 0.109] 4573 [D loss: (0.532)(R 0.587, F 0.476)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.616] [G acc: 0.094] 4574 [D loss: (0.509)(R 0.537, F 0.481)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.507] [G acc: 0.047] 4575 [D loss: (0.414)(R 0.446, F 0.383)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.524] [G acc: 0.047] 4576 [D loss: (0.489)(R 0.458, F 0.521)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.534] [G acc: 0.094] 4577 [D loss: (0.561)(R 0.545, F 0.577)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.425] [G acc: 0.078] 4578 [D loss: (0.502)(R 0.518, F 0.485)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.528] [G acc: 0.109] 4579 [D loss: (0.521)(R 0.541, F 0.501)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.511] [G acc: 0.094] 4580 [D loss: (0.532)(R 0.631, F 0.433)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.533] [G acc: 0.078] 4581 [D loss: (0.473)(R 0.353, F 0.593)] [D acc: (0.766)(0.797, 0.734)] [G loss: 1.401] [G acc: 0.141] 4582 [D loss: (0.524)(R 0.546, F 0.502)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.594] [G acc: 0.125] 4583 [D loss: (0.676)(R 0.721, F 0.631)] [D acc: (0.656)(0.500, 0.812)] [G loss: 1.411] [G acc: 0.047] 4584 [D loss: (0.493)(R 0.535, F 0.451)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.480] [G acc: 0.047] 4585 [D loss: (0.492)(R 0.484, F 0.501)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.474] [G acc: 0.188] 4586 [D loss: (0.537)(R 0.463, F 0.611)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.503] [G acc: 0.125] 4587 [D loss: (0.488)(R 0.518, F 0.458)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.540] [G acc: 0.078] 4588 [D loss: (0.495)(R 0.540, F 0.450)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.497] [G acc: 0.125] 4589 [D loss: (0.516)(R 0.555, F 0.477)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.368] [G acc: 0.125] 4590 [D loss: (0.546)(R 0.596, F 0.497)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.397] [G acc: 0.094] 4591 [D loss: (0.484)(R 0.487, F 0.480)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.408] [G acc: 0.094] 4592 [D loss: (0.605)(R 0.532, F 0.679)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.443] [G acc: 0.078] 4593 [D loss: (0.620)(R 0.793, F 0.446)] [D acc: (0.664)(0.531, 0.797)] [G loss: 1.381] [G acc: 0.109] 4594 [D loss: (0.495)(R 0.517, F 0.474)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.493] [G acc: 0.047] 4595 [D loss: (0.513)(R 0.565, F 0.460)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.282] [G acc: 0.172] 4596 [D loss: (0.523)(R 0.489, F 0.557)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.471] [G acc: 0.062] 4597 [D loss: (0.473)(R 0.408, F 0.537)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.324] [G acc: 0.109] 4598 [D loss: (0.589)(R 0.653, F 0.526)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.455] [G acc: 0.016] 4599 [D loss: (0.531)(R 0.525, F 0.537)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.411] [G acc: 0.062] 4600 [D loss: (0.507)(R 0.553, F 0.462)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.392] [G acc: 0.094] 4601 [D loss: (0.447)(R 0.409, F 0.485)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.364] [G acc: 0.141] 4602 [D loss: (0.573)(R 0.486, F 0.660)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.576] [G acc: 0.062] 4603 [D loss: (0.664)(R 0.787, F 0.541)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.340] [G acc: 0.062] 4604 [D loss: (0.528)(R 0.500, F 0.556)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.471] [G acc: 0.078] 4605 [D loss: (0.549)(R 0.601, F 0.497)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.320] [G acc: 0.109] 4606 [D loss: (0.505)(R 0.503, F 0.508)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.279] [G acc: 0.094] 4607 [D loss: (0.525)(R 0.530, F 0.520)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.369] [G acc: 0.078] 4608 [D loss: (0.522)(R 0.634, F 0.411)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.425] [G acc: 0.156] 4609 [D loss: (0.545)(R 0.529, F 0.561)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.400] [G acc: 0.125] 4610 [D loss: (0.434)(R 0.499, F 0.369)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.357] [G acc: 0.125] 4611 [D loss: (0.515)(R 0.401, F 0.630)] [D acc: (0.727)(0.781, 0.672)] [G loss: 1.410] [G acc: 0.094] 4612 [D loss: (0.479)(R 0.520, F 0.439)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.654] [G acc: 0.047] 4613 [D loss: (0.534)(R 0.537, F 0.531)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.599] [G acc: 0.031] 4614 [D loss: (0.493)(R 0.493, F 0.494)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.558] [G acc: 0.047] 4615 [D loss: (0.505)(R 0.535, F 0.475)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.421] [G acc: 0.047] 4616 [D loss: (0.473)(R 0.504, F 0.442)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.471] [G acc: 0.109] 4617 [D loss: (0.508)(R 0.499, F 0.516)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.480] [G acc: 0.078] 4618 [D loss: (0.527)(R 0.583, F 0.471)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.544] [G acc: 0.125] 4619 [D loss: (0.538)(R 0.502, F 0.573)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.471] [G acc: 0.047] 4620 [D loss: (0.528)(R 0.555, F 0.501)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.581] [G acc: 0.109] 4621 [D loss: (0.563)(R 0.593, F 0.533)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.528] [G acc: 0.109] 4622 [D loss: (0.488)(R 0.573, F 0.403)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.499] [G acc: 0.062] 4623 [D loss: (0.550)(R 0.534, F 0.567)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.425] [G acc: 0.141] 4624 [D loss: (0.504)(R 0.499, F 0.510)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.492] [G acc: 0.078] 4625 [D loss: (0.480)(R 0.516, F 0.443)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.435] [G acc: 0.125] 4626 [D loss: (0.541)(R 0.562, F 0.520)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.588] [G acc: 0.109] 4627 [D loss: (0.617)(R 0.716, F 0.518)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.521] [G acc: 0.062] 4628 [D loss: (0.622)(R 0.501, F 0.743)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.421] [G acc: 0.094] 4629 [D loss: (0.583)(R 0.630, F 0.536)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.429] [G acc: 0.094] 4630 [D loss: (0.572)(R 0.649, F 0.496)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.428] [G acc: 0.094] 4631 [D loss: (0.491)(R 0.567, F 0.415)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.344] [G acc: 0.078] 4632 [D loss: (0.578)(R 0.395, F 0.761)] [D acc: (0.711)(0.766, 0.656)] [G loss: 1.358] [G acc: 0.078] 4633 [D loss: (0.604)(R 0.731, F 0.477)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.413] [G acc: 0.109] 4634 [D loss: (0.498)(R 0.534, F 0.463)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.449] [G acc: 0.125] 4635 [D loss: (0.534)(R 0.606, F 0.461)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.347] [G acc: 0.094] 4636 [D loss: (0.553)(R 0.688, F 0.418)] [D acc: (0.703)(0.516, 0.891)] [G loss: 1.280] [G acc: 0.219] 4637 [D loss: (0.558)(R 0.506, F 0.610)] [D acc: (0.695)(0.719, 0.672)] [G loss: 1.586] [G acc: 0.078] 4638 [D loss: (0.531)(R 0.611, F 0.452)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.503] [G acc: 0.016] 4639 [D loss: (0.555)(R 0.566, F 0.543)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.387] [G acc: 0.125] 4640 [D loss: (0.580)(R 0.569, F 0.591)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.423] [G acc: 0.078] 4641 [D loss: (0.536)(R 0.529, F 0.542)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.339] [G acc: 0.078] 4642 [D loss: (0.606)(R 0.709, F 0.504)] [D acc: (0.664)(0.516, 0.812)] [G loss: 1.341] [G acc: 0.188] 4643 [D loss: (0.548)(R 0.577, F 0.518)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.405] [G acc: 0.094] 4644 [D loss: (0.542)(R 0.569, F 0.516)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.440] [G acc: 0.094] 4645 [D loss: (0.462)(R 0.478, F 0.447)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.421] [G acc: 0.125] 4646 [D loss: (0.489)(R 0.459, F 0.518)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.593] [G acc: 0.094] 4647 [D loss: (0.546)(R 0.575, F 0.517)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.251] [G acc: 0.109] 4648 [D loss: (0.487)(R 0.484, F 0.490)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.406] [G acc: 0.078] 4649 [D loss: (0.460)(R 0.467, F 0.453)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.469] [G acc: 0.031] 4650 [D loss: (0.569)(R 0.593, F 0.545)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.472] [G acc: 0.062] 4651 [D loss: (0.463)(R 0.525, F 0.401)] [D acc: (0.812)(0.688, 0.938)] [G loss: 1.327] [G acc: 0.188] 4652 [D loss: (0.590)(R 0.501, F 0.678)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.496] [G acc: 0.094] 4653 [D loss: (0.522)(R 0.534, F 0.509)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.413] [G acc: 0.078] 4654 [D loss: (0.645)(R 0.701, F 0.589)] [D acc: (0.656)(0.562, 0.750)] [G loss: 1.337] [G acc: 0.094] 4655 [D loss: (0.542)(R 0.591, F 0.493)] [D acc: (0.758)(0.594, 0.922)] [G loss: 1.501] [G acc: 0.078] 4656 [D loss: (0.541)(R 0.526, F 0.556)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.318] [G acc: 0.078] 4657 [D loss: (0.503)(R 0.452, F 0.554)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.341] [G acc: 0.078] 4658 [D loss: (0.570)(R 0.705, F 0.436)] [D acc: (0.672)(0.469, 0.875)] [G loss: 1.333] [G acc: 0.078] 4659 [D loss: (0.521)(R 0.426, F 0.616)] [D acc: (0.789)(0.797, 0.781)] [G loss: 1.302] [G acc: 0.156] 4660 [D loss: (0.577)(R 0.568, F 0.587)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.430] [G acc: 0.062] 4661 [D loss: (0.465)(R 0.399, F 0.530)] [D acc: (0.820)(0.812, 0.828)] [G loss: 1.413] [G acc: 0.109] 4662 [D loss: (0.489)(R 0.531, F 0.447)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.379] [G acc: 0.062] 4663 [D loss: (0.553)(R 0.599, F 0.506)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.461] [G acc: 0.078] 4664 [D loss: (0.561)(R 0.530, F 0.591)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.349] [G acc: 0.031] 4665 [D loss: (0.481)(R 0.501, F 0.460)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.468] [G acc: 0.094] 4666 [D loss: (0.511)(R 0.475, F 0.548)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.324] [G acc: 0.141] 4667 [D loss: (0.502)(R 0.465, F 0.538)] [D acc: (0.805)(0.734, 0.875)] [G loss: 1.559] [G acc: 0.094] 4668 [D loss: (0.409)(R 0.391, F 0.426)] [D acc: (0.844)(0.781, 0.906)] [G loss: 1.418] [G acc: 0.109] 4669 [D loss: (0.481)(R 0.542, F 0.421)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.462] [G acc: 0.062] 4670 [D loss: (0.441)(R 0.391, F 0.492)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.460] [G acc: 0.094] 4671 [D loss: (0.608)(R 0.410, F 0.806)] [D acc: (0.750)(0.797, 0.703)] [G loss: 1.740] [G acc: 0.031] 4672 [D loss: (0.572)(R 0.682, F 0.462)] [D acc: (0.734)(0.562, 0.906)] [G loss: 1.451] [G acc: 0.062] 4673 [D loss: (0.546)(R 0.603, F 0.489)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.527] [G acc: 0.047] 4674 [D loss: (0.444)(R 0.505, F 0.382)] [D acc: (0.828)(0.750, 0.906)] [G loss: 1.331] [G acc: 0.062] 4675 [D loss: (0.491)(R 0.587, F 0.395)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.441] [G acc: 0.109] 4676 [D loss: (0.536)(R 0.442, F 0.630)] [D acc: (0.781)(0.797, 0.766)] [G loss: 1.586] [G acc: 0.047] 4677 [D loss: (0.474)(R 0.485, F 0.463)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.344] [G acc: 0.156] 4678 [D loss: (0.542)(R 0.524, F 0.560)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.572] [G acc: 0.047] 4679 [D loss: (0.448)(R 0.432, F 0.465)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.510] [G acc: 0.047] 4680 [D loss: (0.571)(R 0.566, F 0.576)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.513] [G acc: 0.094] 4681 [D loss: (0.611)(R 0.662, F 0.560)] [D acc: (0.664)(0.531, 0.797)] [G loss: 1.499] [G acc: 0.141] 4682 [D loss: (0.547)(R 0.608, F 0.486)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.355] [G acc: 0.078] 4683 [D loss: (0.547)(R 0.615, F 0.479)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.427] [G acc: 0.141] 4684 [D loss: (0.503)(R 0.583, F 0.423)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.332] [G acc: 0.125] 4685 [D loss: (0.408)(R 0.378, F 0.438)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.424] [G acc: 0.141] 4686 [D loss: (0.553)(R 0.517, F 0.590)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.564] [G acc: 0.016] 4687 [D loss: (0.543)(R 0.689, F 0.397)] [D acc: (0.703)(0.531, 0.875)] [G loss: 1.445] [G acc: 0.125] 4688 [D loss: (0.552)(R 0.512, F 0.592)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.379] [G acc: 0.141] 4689 [D loss: (0.568)(R 0.588, F 0.548)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.515] [G acc: 0.109] 4690 [D loss: (0.501)(R 0.547, F 0.454)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.513] [G acc: 0.047] 4691 [D loss: (0.532)(R 0.504, F 0.560)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.386] [G acc: 0.094] 4692 [D loss: (0.479)(R 0.487, F 0.470)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.285] [G acc: 0.141] 4693 [D loss: (0.577)(R 0.652, F 0.503)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.486] [G acc: 0.047] 4694 [D loss: (0.596)(R 0.611, F 0.582)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.514] [G acc: 0.031] 4695 [D loss: (0.547)(R 0.523, F 0.572)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.489] [G acc: 0.062] 4696 [D loss: (0.546)(R 0.650, F 0.442)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.358] [G acc: 0.141] 4697 [D loss: (0.539)(R 0.626, F 0.453)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.558] [G acc: 0.062] 4698 [D loss: (0.597)(R 0.510, F 0.685)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.349] [G acc: 0.094] 4699 [D loss: (0.559)(R 0.551, F 0.566)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.355] [G acc: 0.125] 4700 [D loss: (0.433)(R 0.466, F 0.400)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.395] [G acc: 0.094] 4701 [D loss: (0.559)(R 0.628, F 0.491)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.267] [G acc: 0.203] 4702 [D loss: (0.512)(R 0.512, F 0.513)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.482] [G acc: 0.062] 4703 [D loss: (0.493)(R 0.497, F 0.488)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.323] [G acc: 0.141] 4704 [D loss: (0.475)(R 0.531, F 0.419)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.360] [G acc: 0.125] 4705 [D loss: (0.489)(R 0.454, F 0.523)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.548] [G acc: 0.094] 4706 [D loss: (0.477)(R 0.472, F 0.482)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.445] [G acc: 0.062] 4707 [D loss: (0.482)(R 0.452, F 0.511)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.533] [G acc: 0.078] 4708 [D loss: (0.498)(R 0.454, F 0.543)] [D acc: (0.766)(0.781, 0.750)] [G loss: 1.499] [G acc: 0.141] 4709 [D loss: (0.475)(R 0.526, F 0.425)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.435] [G acc: 0.156] 4710 [D loss: (0.520)(R 0.440, F 0.601)] [D acc: (0.750)(0.766, 0.734)] [G loss: 1.523] [G acc: 0.094] 4711 [D loss: (0.482)(R 0.558, F 0.407)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.570] [G acc: 0.062] 4712 [D loss: (0.546)(R 0.575, F 0.516)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.631] [G acc: 0.062] 4713 [D loss: (0.518)(R 0.577, F 0.459)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.436] [G acc: 0.125] 4714 [D loss: (0.474)(R 0.486, F 0.461)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.634] [G acc: 0.031] 4715 [D loss: (0.532)(R 0.539, F 0.524)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.532] [G acc: 0.125] 4716 [D loss: (0.470)(R 0.464, F 0.476)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.514] [G acc: 0.047] 4717 [D loss: (0.475)(R 0.454, F 0.496)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.618] [G acc: 0.062] 4718 [D loss: (0.471)(R 0.503, F 0.438)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.449] [G acc: 0.094] 4719 [D loss: (0.473)(R 0.536, F 0.410)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.498] [G acc: 0.078] 4720 [D loss: (0.517)(R 0.567, F 0.468)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.515] [G acc: 0.047] 4721 [D loss: (0.525)(R 0.461, F 0.589)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.802] [G acc: 0.062] 4722 [D loss: (0.510)(R 0.623, F 0.396)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.371] [G acc: 0.125] 4723 [D loss: (0.553)(R 0.521, F 0.586)] [D acc: (0.664)(0.672, 0.656)] [G loss: 1.381] [G acc: 0.062] 4724 [D loss: (0.532)(R 0.570, F 0.493)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.566] [G acc: 0.016] 4725 [D loss: (0.578)(R 0.591, F 0.565)] [D acc: (0.648)(0.578, 0.719)] [G loss: 1.428] [G acc: 0.078] 4726 [D loss: (0.479)(R 0.559, F 0.399)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.583] [G acc: 0.094] 4727 [D loss: (0.594)(R 0.524, F 0.664)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.408] [G acc: 0.094] 4728 [D loss: (0.484)(R 0.479, F 0.488)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.414] [G acc: 0.141] 4729 [D loss: (0.597)(R 0.648, F 0.546)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.463] [G acc: 0.062] 4730 [D loss: (0.442)(R 0.484, F 0.399)] [D acc: (0.805)(0.688, 0.922)] [G loss: 1.497] [G acc: 0.125] 4731 [D loss: (0.492)(R 0.501, F 0.483)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.393] [G acc: 0.078] 4732 [D loss: (0.496)(R 0.553, F 0.439)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.422] [G acc: 0.062] 4733 [D loss: (0.550)(R 0.412, F 0.688)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.516] [G acc: 0.078] 4734 [D loss: (0.513)(R 0.646, F 0.381)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.358] [G acc: 0.109] 4735 [D loss: (0.611)(R 0.695, F 0.527)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.250] [G acc: 0.156] 4736 [D loss: (0.532)(R 0.568, F 0.497)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.285] [G acc: 0.156] 4737 [D loss: (0.516)(R 0.558, F 0.474)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.599] [G acc: 0.047] 4738 [D loss: (0.601)(R 0.612, F 0.590)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.314] [G acc: 0.094] 4739 [D loss: (0.522)(R 0.583, F 0.461)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.416] [G acc: 0.047] 4740 [D loss: (0.569)(R 0.620, F 0.519)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.448] [G acc: 0.078] 4741 [D loss: (0.472)(R 0.527, F 0.418)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.400] [G acc: 0.062] 4742 [D loss: (0.530)(R 0.597, F 0.463)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.320] [G acc: 0.188] 4743 [D loss: (0.609)(R 0.634, F 0.584)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.332] [G acc: 0.094] 4744 [D loss: (0.591)(R 0.531, F 0.651)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.310] [G acc: 0.094] 4745 [D loss: (0.538)(R 0.640, F 0.435)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.360] [G acc: 0.031] 4746 [D loss: (0.583)(R 0.639, F 0.526)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.347] [G acc: 0.109] 4747 [D loss: (0.471)(R 0.468, F 0.475)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.353] [G acc: 0.125] 4748 [D loss: (0.547)(R 0.575, F 0.518)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.293] [G acc: 0.062] 4749 [D loss: (0.536)(R 0.531, F 0.540)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.294] [G acc: 0.094] 4750 [D loss: (0.480)(R 0.462, F 0.497)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.315] [G acc: 0.094] 4751 [D loss: (0.549)(R 0.492, F 0.606)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.336] [G acc: 0.078] 4752 [D loss: (0.530)(R 0.593, F 0.466)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.235] [G acc: 0.109] 4753 [D loss: (0.495)(R 0.434, F 0.557)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.333] [G acc: 0.109] 4754 [D loss: (0.449)(R 0.476, F 0.421)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.305] [G acc: 0.141] 4755 [D loss: (0.455)(R 0.414, F 0.495)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.493] [G acc: 0.109] 4756 [D loss: (0.652)(R 0.541, F 0.762)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.550] [G acc: 0.016] 4757 [D loss: (0.567)(R 0.746, F 0.389)] [D acc: (0.711)(0.500, 0.922)] [G loss: 1.394] [G acc: 0.125] 4758 [D loss: (0.508)(R 0.612, F 0.405)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.423] [G acc: 0.156] 4759 [D loss: (0.484)(R 0.475, F 0.493)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.364] [G acc: 0.141] 4760 [D loss: (0.454)(R 0.387, F 0.522)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.623] [G acc: 0.078] 4761 [D loss: (0.525)(R 0.503, F 0.548)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.447] [G acc: 0.078] 4762 [D loss: (0.543)(R 0.611, F 0.475)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.326] [G acc: 0.125] 4763 [D loss: (0.511)(R 0.501, F 0.521)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.364] [G acc: 0.172] 4764 [D loss: (0.537)(R 0.564, F 0.510)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.325] [G acc: 0.156] 4765 [D loss: (0.458)(R 0.452, F 0.463)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.513] [G acc: 0.125] 4766 [D loss: (0.580)(R 0.561, F 0.598)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.452] [G acc: 0.078] 4767 [D loss: (0.596)(R 0.593, F 0.598)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.440] [G acc: 0.094] 4768 [D loss: (0.490)(R 0.545, F 0.436)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.385] [G acc: 0.078] 4769 [D loss: (0.461)(R 0.478, F 0.445)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.465] [G acc: 0.094] 4770 [D loss: (0.531)(R 0.448, F 0.615)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.521] [G acc: 0.109] 4771 [D loss: (0.501)(R 0.604, F 0.398)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.591] [G acc: 0.047] 4772 [D loss: (0.618)(R 0.647, F 0.589)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.391] [G acc: 0.062] 4773 [D loss: (0.593)(R 0.571, F 0.615)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.449] [G acc: 0.078] 4774 [D loss: (0.486)(R 0.592, F 0.380)] [D acc: (0.805)(0.672, 0.938)] [G loss: 1.433] [G acc: 0.141] 4775 [D loss: (0.503)(R 0.486, F 0.520)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.427] [G acc: 0.125] 4776 [D loss: (0.439)(R 0.452, F 0.426)] [D acc: (0.820)(0.750, 0.891)] [G loss: 1.413] [G acc: 0.062] 4777 [D loss: (0.490)(R 0.477, F 0.502)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.617] [G acc: 0.078] 4778 [D loss: (0.508)(R 0.576, F 0.441)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.607] [G acc: 0.062] 4779 [D loss: (0.484)(R 0.515, F 0.452)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.428] [G acc: 0.078] 4780 [D loss: (0.580)(R 0.580, F 0.579)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.425] [G acc: 0.078] 4781 [D loss: (0.516)(R 0.398, F 0.635)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.392] [G acc: 0.062] 4782 [D loss: (0.576)(R 0.591, F 0.561)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.495] [G acc: 0.125] 4783 [D loss: (0.592)(R 0.643, F 0.540)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.497] [G acc: 0.078] 4784 [D loss: (0.587)(R 0.716, F 0.457)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.432] [G acc: 0.031] 4785 [D loss: (0.442)(R 0.494, F 0.391)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.477] [G acc: 0.094] 4786 [D loss: (0.506)(R 0.462, F 0.550)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.539] [G acc: 0.109] 4787 [D loss: (0.635)(R 0.549, F 0.721)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.436] [G acc: 0.047] 4788 [D loss: (0.494)(R 0.595, F 0.394)] [D acc: (0.727)(0.516, 0.938)] [G loss: 1.500] [G acc: 0.094] 4789 [D loss: (0.613)(R 0.711, F 0.514)] [D acc: (0.695)(0.516, 0.875)] [G loss: 1.479] [G acc: 0.094] 4790 [D loss: (0.467)(R 0.515, F 0.418)] [D acc: (0.812)(0.688, 0.938)] [G loss: 1.491] [G acc: 0.094] 4791 [D loss: (0.491)(R 0.489, F 0.492)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.418] [G acc: 0.141] 4792 [D loss: (0.572)(R 0.482, F 0.662)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.447] [G acc: 0.047] 4793 [D loss: (0.446)(R 0.537, F 0.355)] [D acc: (0.781)(0.641, 0.922)] [G loss: 1.541] [G acc: 0.094] 4794 [D loss: (0.580)(R 0.577, F 0.583)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.553] [G acc: 0.094] 4795 [D loss: (0.589)(R 0.599, F 0.580)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.380] [G acc: 0.109] 4796 [D loss: (0.572)(R 0.677, F 0.466)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.300] [G acc: 0.062] 4797 [D loss: (0.461)(R 0.477, F 0.445)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.476] [G acc: 0.047] 4798 [D loss: (0.616)(R 0.592, F 0.640)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.432] [G acc: 0.047] 4799 [D loss: (0.534)(R 0.534, F 0.533)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.451] [G acc: 0.094] 4800 [D loss: (0.468)(R 0.480, F 0.456)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.436] [G acc: 0.062] 4801 [D loss: (0.541)(R 0.568, F 0.514)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.529] [G acc: 0.094] 4802 [D loss: (0.577)(R 0.650, F 0.504)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.456] [G acc: 0.094] 4803 [D loss: (0.556)(R 0.509, F 0.604)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.343] [G acc: 0.109] 4804 [D loss: (0.572)(R 0.614, F 0.530)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.362] [G acc: 0.078] 4805 [D loss: (0.544)(R 0.559, F 0.529)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.298] [G acc: 0.172] 4806 [D loss: (0.504)(R 0.551, F 0.456)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.479] [G acc: 0.031] 4807 [D loss: (0.542)(R 0.517, F 0.566)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.508] [G acc: 0.094] 4808 [D loss: (0.453)(R 0.499, F 0.407)] [D acc: (0.812)(0.734, 0.891)] [G loss: 1.387] [G acc: 0.031] 4809 [D loss: (0.481)(R 0.447, F 0.515)] [D acc: (0.703)(0.656, 0.750)] [G loss: 1.528] [G acc: 0.078] 4810 [D loss: (0.520)(R 0.550, F 0.490)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.508] [G acc: 0.062] 4811 [D loss: (0.533)(R 0.607, F 0.459)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.524] [G acc: 0.078] 4812 [D loss: (0.524)(R 0.530, F 0.518)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.487] [G acc: 0.125] 4813 [D loss: (0.510)(R 0.615, F 0.404)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.424] [G acc: 0.078] 4814 [D loss: (0.510)(R 0.490, F 0.530)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.462] [G acc: 0.062] 4815 [D loss: (0.555)(R 0.572, F 0.538)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.358] [G acc: 0.125] 4816 [D loss: (0.497)(R 0.490, F 0.504)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.489] [G acc: 0.156] 4817 [D loss: (0.572)(R 0.565, F 0.579)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.374] [G acc: 0.125] 4818 [D loss: (0.534)(R 0.572, F 0.495)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.529] [G acc: 0.062] 4819 [D loss: (0.585)(R 0.531, F 0.639)] [D acc: (0.672)(0.672, 0.672)] [G loss: 1.511] [G acc: 0.062] 4820 [D loss: (0.519)(R 0.591, F 0.447)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.325] [G acc: 0.125] 4821 [D loss: (0.488)(R 0.426, F 0.550)] [D acc: (0.734)(0.750, 0.719)] [G loss: 1.406] [G acc: 0.141] 4822 [D loss: (0.558)(R 0.519, F 0.596)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.442] [G acc: 0.156] 4823 [D loss: (0.448)(R 0.473, F 0.423)] [D acc: (0.812)(0.797, 0.828)] [G loss: 1.492] [G acc: 0.109] 4824 [D loss: (0.569)(R 0.563, F 0.575)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.518] [G acc: 0.094] 4825 [D loss: (0.539)(R 0.576, F 0.503)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.307] [G acc: 0.141] 4826 [D loss: (0.550)(R 0.610, F 0.490)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.498] [G acc: 0.078] 4827 [D loss: (0.597)(R 0.577, F 0.616)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.481] [G acc: 0.078] 4828 [D loss: (0.543)(R 0.626, F 0.459)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.568] [G acc: 0.016] 4829 [D loss: (0.611)(R 0.690, F 0.532)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.308] [G acc: 0.141] 4830 [D loss: (0.497)(R 0.513, F 0.481)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.511] [G acc: 0.094] 4831 [D loss: (0.427)(R 0.403, F 0.450)] [D acc: (0.812)(0.797, 0.828)] [G loss: 1.333] [G acc: 0.172] 4832 [D loss: (0.653)(R 0.629, F 0.677)] [D acc: (0.680)(0.656, 0.703)] [G loss: 1.303] [G acc: 0.109] 4833 [D loss: (0.624)(R 0.671, F 0.578)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.311] [G acc: 0.172] 4834 [D loss: (0.484)(R 0.446, F 0.522)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.381] [G acc: 0.094] 4835 [D loss: (0.475)(R 0.524, F 0.426)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.440] [G acc: 0.047] 4836 [D loss: (0.426)(R 0.328, F 0.524)] [D acc: (0.844)(0.859, 0.828)] [G loss: 1.475] [G acc: 0.109] 4837 [D loss: (0.570)(R 0.573, F 0.568)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.389] [G acc: 0.078] 4838 [D loss: (0.625)(R 0.696, F 0.554)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.469] [G acc: 0.078] 4839 [D loss: (0.584)(R 0.563, F 0.606)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.487] [G acc: 0.078] 4840 [D loss: (0.487)(R 0.519, F 0.454)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.424] [G acc: 0.078] 4841 [D loss: (0.532)(R 0.633, F 0.432)] [D acc: (0.719)(0.547, 0.891)] [G loss: 1.333] [G acc: 0.109] 4842 [D loss: (0.527)(R 0.472, F 0.582)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.309] [G acc: 0.156] 4843 [D loss: (0.454)(R 0.458, F 0.449)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.298] [G acc: 0.172] 4844 [D loss: (0.489)(R 0.544, F 0.435)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.397] [G acc: 0.156] 4845 [D loss: (0.573)(R 0.453, F 0.692)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.480] [G acc: 0.094] 4846 [D loss: (0.528)(R 0.573, F 0.483)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.502] [G acc: 0.141] 4847 [D loss: (0.599)(R 0.588, F 0.610)] [D acc: (0.641)(0.641, 0.641)] [G loss: 1.453] [G acc: 0.125] 4848 [D loss: (0.586)(R 0.606, F 0.566)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.466] [G acc: 0.094] 4849 [D loss: (0.559)(R 0.604, F 0.513)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.448] [G acc: 0.078] 4850 [D loss: (0.518)(R 0.482, F 0.555)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.429] [G acc: 0.047] 4851 [D loss: (0.515)(R 0.597, F 0.432)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.517] [G acc: 0.109] 4852 [D loss: (0.682)(R 0.515, F 0.849)] [D acc: (0.727)(0.781, 0.672)] [G loss: 1.454] [G acc: 0.094] 4853 [D loss: (0.577)(R 0.731, F 0.424)] [D acc: (0.703)(0.531, 0.875)] [G loss: 1.495] [G acc: 0.094] 4854 [D loss: (0.464)(R 0.464, F 0.464)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.186] [G acc: 0.156] 4855 [D loss: (0.577)(R 0.486, F 0.668)] [D acc: (0.719)(0.750, 0.688)] [G loss: 1.408] [G acc: 0.062] 4856 [D loss: (0.474)(R 0.493, F 0.455)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.381] [G acc: 0.078] 4857 [D loss: (0.570)(R 0.482, F 0.659)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.435] [G acc: 0.031] 4858 [D loss: (0.506)(R 0.584, F 0.429)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.430] [G acc: 0.062] 4859 [D loss: (0.579)(R 0.631, F 0.526)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.396] [G acc: 0.125] 4860 [D loss: (0.596)(R 0.584, F 0.609)] [D acc: (0.664)(0.641, 0.688)] [G loss: 1.399] [G acc: 0.062] 4861 [D loss: (0.520)(R 0.594, F 0.446)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.411] [G acc: 0.047] 4862 [D loss: (0.560)(R 0.472, F 0.648)] [D acc: (0.734)(0.797, 0.672)] [G loss: 1.433] [G acc: 0.031] 4863 [D loss: (0.496)(R 0.482, F 0.509)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.326] [G acc: 0.094] 4864 [D loss: (0.524)(R 0.575, F 0.473)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.509] [G acc: 0.078] 4865 [D loss: (0.513)(R 0.570, F 0.456)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.384] [G acc: 0.109] 4866 [D loss: (0.530)(R 0.505, F 0.555)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.408] [G acc: 0.141] 4867 [D loss: (0.574)(R 0.496, F 0.652)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.360] [G acc: 0.109] 4868 [D loss: (0.565)(R 0.619, F 0.510)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.443] [G acc: 0.156] 4869 [D loss: (0.571)(R 0.447, F 0.695)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.427] [G acc: 0.109] 4870 [D loss: (0.491)(R 0.569, F 0.413)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.406] [G acc: 0.094] 4871 [D loss: (0.588)(R 0.577, F 0.600)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.277] [G acc: 0.125] 4872 [D loss: (0.524)(R 0.501, F 0.547)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.524] [G acc: 0.062] 4873 [D loss: (0.501)(R 0.541, F 0.461)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.397] [G acc: 0.141] 4874 [D loss: (0.565)(R 0.617, F 0.512)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.420] [G acc: 0.078] 4875 [D loss: (0.553)(R 0.540, F 0.566)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.355] [G acc: 0.125] 4876 [D loss: (0.605)(R 0.648, F 0.563)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.371] [G acc: 0.141] 4877 [D loss: (0.514)(R 0.421, F 0.607)] [D acc: (0.797)(0.828, 0.766)] [G loss: 1.388] [G acc: 0.094] 4878 [D loss: (0.510)(R 0.502, F 0.518)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.410] [G acc: 0.109] 4879 [D loss: (0.613)(R 0.581, F 0.645)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.567] [G acc: 0.062] 4880 [D loss: (0.539)(R 0.607, F 0.471)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.401] [G acc: 0.125] 4881 [D loss: (0.557)(R 0.612, F 0.502)] [D acc: (0.672)(0.641, 0.703)] [G loss: 1.250] [G acc: 0.125] 4882 [D loss: (0.557)(R 0.583, F 0.532)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.369] [G acc: 0.109] 4883 [D loss: (0.511)(R 0.558, F 0.464)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.460] [G acc: 0.109] 4884 [D loss: (0.487)(R 0.539, F 0.434)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.417] [G acc: 0.094] 4885 [D loss: (0.500)(R 0.484, F 0.517)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.449] [G acc: 0.125] 4886 [D loss: (0.460)(R 0.492, F 0.429)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.452] [G acc: 0.109] 4887 [D loss: (0.477)(R 0.436, F 0.518)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.413] [G acc: 0.141] 4888 [D loss: (0.469)(R 0.521, F 0.418)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.461] [G acc: 0.078] 4889 [D loss: (0.601)(R 0.555, F 0.647)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.482] [G acc: 0.094] 4890 [D loss: (0.562)(R 0.609, F 0.515)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.455] [G acc: 0.062] 4891 [D loss: (0.505)(R 0.675, F 0.335)] [D acc: (0.734)(0.531, 0.938)] [G loss: 1.336] [G acc: 0.125] 4892 [D loss: (0.479)(R 0.538, F 0.421)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.366] [G acc: 0.109] 4893 [D loss: (0.526)(R 0.504, F 0.549)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.211] [G acc: 0.203] 4894 [D loss: (0.576)(R 0.517, F 0.635)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.300] [G acc: 0.109] 4895 [D loss: (0.597)(R 0.670, F 0.524)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.476] [G acc: 0.062] 4896 [D loss: (0.394)(R 0.307, F 0.481)] [D acc: (0.820)(0.859, 0.781)] [G loss: 1.569] [G acc: 0.031] 4897 [D loss: (0.538)(R 0.595, F 0.481)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.419] [G acc: 0.094] 4898 [D loss: (0.576)(R 0.640, F 0.512)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.201] [G acc: 0.203] 4899 [D loss: (0.603)(R 0.586, F 0.619)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.412] [G acc: 0.141] 4900 [D loss: (0.557)(R 0.587, F 0.527)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.389] [G acc: 0.094] 4901 [D loss: (0.497)(R 0.465, F 0.529)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.481] [G acc: 0.141] 4902 [D loss: (0.531)(R 0.531, F 0.532)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.497] [G acc: 0.078] 4903 [D loss: (0.458)(R 0.513, F 0.402)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.430] [G acc: 0.078] 4904 [D loss: (0.731)(R 0.529, F 0.933)] [D acc: (0.586)(0.641, 0.531)] [G loss: 1.485] [G acc: 0.031] 4905 [D loss: (0.590)(R 0.761, F 0.418)] [D acc: (0.664)(0.469, 0.859)] [G loss: 1.516] [G acc: 0.062] 4906 [D loss: (0.561)(R 0.630, F 0.493)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.313] [G acc: 0.109] 4907 [D loss: (0.576)(R 0.564, F 0.588)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.366] [G acc: 0.062] 4908 [D loss: (0.637)(R 0.744, F 0.530)] [D acc: (0.656)(0.531, 0.781)] [G loss: 1.304] [G acc: 0.078] 4909 [D loss: (0.522)(R 0.576, F 0.468)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.352] [G acc: 0.047] 4910 [D loss: (0.637)(R 0.513, F 0.760)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.314] [G acc: 0.109] 4911 [D loss: (0.532)(R 0.616, F 0.447)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.444] [G acc: 0.047] 4912 [D loss: (0.470)(R 0.446, F 0.494)] [D acc: (0.781)(0.781, 0.781)] [G loss: 1.248] [G acc: 0.141] 4913 [D loss: (0.550)(R 0.582, F 0.517)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.379] [G acc: 0.125] 4914 [D loss: (0.532)(R 0.458, F 0.605)] [D acc: (0.711)(0.734, 0.688)] [G loss: 1.429] [G acc: 0.109] 4915 [D loss: (0.473)(R 0.423, F 0.523)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.389] [G acc: 0.109] 4916 [D loss: (0.561)(R 0.526, F 0.597)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.376] [G acc: 0.031] 4917 [D loss: (0.511)(R 0.547, F 0.474)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.393] [G acc: 0.094] 4918 [D loss: (0.569)(R 0.560, F 0.578)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.351] [G acc: 0.094] 4919 [D loss: (0.565)(R 0.599, F 0.531)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.317] [G acc: 0.047] 4920 [D loss: (0.500)(R 0.547, F 0.453)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.434] [G acc: 0.016] 4921 [D loss: (0.549)(R 0.510, F 0.588)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.393] [G acc: 0.078] 4922 [D loss: (0.527)(R 0.562, F 0.492)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.299] [G acc: 0.125] 4923 [D loss: (0.553)(R 0.623, F 0.483)] [D acc: (0.680)(0.531, 0.828)] [G loss: 1.479] [G acc: 0.062] 4924 [D loss: (0.525)(R 0.597, F 0.454)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.394] [G acc: 0.047] 4925 [D loss: (0.508)(R 0.513, F 0.503)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.317] [G acc: 0.078] 4926 [D loss: (0.600)(R 0.582, F 0.618)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.251] [G acc: 0.125] 4927 [D loss: (0.512)(R 0.466, F 0.559)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.387] [G acc: 0.062] 4928 [D loss: (0.517)(R 0.545, F 0.490)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.328] [G acc: 0.062] 4929 [D loss: (0.571)(R 0.596, F 0.547)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.464] [G acc: 0.094] 4930 [D loss: (0.559)(R 0.636, F 0.482)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.476] [G acc: 0.016] 4931 [D loss: (0.542)(R 0.638, F 0.445)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.351] [G acc: 0.094] 4932 [D loss: (0.512)(R 0.551, F 0.473)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.388] [G acc: 0.094] 4933 [D loss: (0.543)(R 0.664, F 0.422)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.450] [G acc: 0.062] 4934 [D loss: (0.465)(R 0.423, F 0.507)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.265] [G acc: 0.109] 4935 [D loss: (0.542)(R 0.510, F 0.574)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.400] [G acc: 0.125] 4936 [D loss: (0.543)(R 0.554, F 0.531)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.289] [G acc: 0.109] 4937 [D loss: (0.489)(R 0.476, F 0.503)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.473] [G acc: 0.062] 4938 [D loss: (0.501)(R 0.539, F 0.464)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.307] [G acc: 0.125] 4939 [D loss: (0.523)(R 0.462, F 0.584)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.381] [G acc: 0.031] 4940 [D loss: (0.588)(R 0.614, F 0.563)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.398] [G acc: 0.047] 4941 [D loss: (0.481)(R 0.514, F 0.448)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.434] [G acc: 0.047] 4942 [D loss: (0.466)(R 0.504, F 0.428)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.378] [G acc: 0.156] 4943 [D loss: (0.472)(R 0.448, F 0.497)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.571] [G acc: 0.062] 4944 [D loss: (0.512)(R 0.599, F 0.426)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.386] [G acc: 0.094] 4945 [D loss: (0.560)(R 0.596, F 0.524)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.436] [G acc: 0.078] 4946 [D loss: (0.519)(R 0.520, F 0.519)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.490] [G acc: 0.109] 4947 [D loss: (0.556)(R 0.658, F 0.454)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.415] [G acc: 0.062] 4948 [D loss: (0.605)(R 0.622, F 0.588)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.400] [G acc: 0.094] 4949 [D loss: (0.619)(R 0.597, F 0.641)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.331] [G acc: 0.109] 4950 [D loss: (0.467)(R 0.519, F 0.416)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.431] [G acc: 0.062] 4951 [D loss: (0.498)(R 0.522, F 0.475)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.451] [G acc: 0.078] 4952 [D loss: (0.535)(R 0.536, F 0.533)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.512] [G acc: 0.062] 4953 [D loss: (0.508)(R 0.542, F 0.475)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.420] [G acc: 0.141] 4954 [D loss: (0.584)(R 0.477, F 0.690)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.432] [G acc: 0.047] 4955 [D loss: (0.527)(R 0.604, F 0.450)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.543] [G acc: 0.094] 4956 [D loss: (0.527)(R 0.560, F 0.493)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.539] [G acc: 0.016] 4957 [D loss: (0.548)(R 0.471, F 0.625)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.540] [G acc: 0.078] 4958 [D loss: (0.556)(R 0.589, F 0.523)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.419] [G acc: 0.078] 4959 [D loss: (0.479)(R 0.565, F 0.393)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.361] [G acc: 0.062] 4960 [D loss: (0.478)(R 0.486, F 0.471)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.443] [G acc: 0.047] 4961 [D loss: (0.482)(R 0.495, F 0.469)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.485] [G acc: 0.062] 4962 [D loss: (0.562)(R 0.621, F 0.503)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.662] [G acc: 0.047] 4963 [D loss: (0.518)(R 0.582, F 0.454)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.482] [G acc: 0.094] 4964 [D loss: (0.509)(R 0.498, F 0.521)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.510] [G acc: 0.094] 4965 [D loss: (0.582)(R 0.653, F 0.512)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.436] [G acc: 0.047] 4966 [D loss: (0.515)(R 0.604, F 0.426)] [D acc: (0.766)(0.625, 0.906)] [G loss: 1.484] [G acc: 0.078] 4967 [D loss: (0.512)(R 0.464, F 0.561)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.405] [G acc: 0.094] 4968 [D loss: (0.500)(R 0.486, F 0.514)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.428] [G acc: 0.047] 4969 [D loss: (0.527)(R 0.426, F 0.628)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.401] [G acc: 0.078] 4970 [D loss: (0.578)(R 0.708, F 0.448)] [D acc: (0.664)(0.484, 0.844)] [G loss: 1.365] [G acc: 0.078] 4971 [D loss: (0.491)(R 0.519, F 0.463)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.229] [G acc: 0.109] 4972 [D loss: (0.530)(R 0.518, F 0.541)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.301] [G acc: 0.141] 4973 [D loss: (0.473)(R 0.426, F 0.521)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.278] [G acc: 0.094] 4974 [D loss: (0.575)(R 0.570, F 0.581)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.273] [G acc: 0.188] 4975 [D loss: (0.531)(R 0.479, F 0.583)] [D acc: (0.734)(0.734, 0.734)] [G loss: 1.534] [G acc: 0.062] 4976 [D loss: (0.597)(R 0.588, F 0.606)] [D acc: (0.633)(0.594, 0.672)] [G loss: 1.406] [G acc: 0.031] 4977 [D loss: (0.471)(R 0.487, F 0.455)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.255] [G acc: 0.078] 4978 [D loss: (0.474)(R 0.435, F 0.513)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.467] [G acc: 0.016] 4979 [D loss: (0.409)(R 0.474, F 0.345)] [D acc: (0.828)(0.734, 0.922)] [G loss: 1.425] [G acc: 0.094] 4980 [D loss: (0.624)(R 0.437, F 0.812)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.533] [G acc: 0.047] 4981 [D loss: (0.568)(R 0.693, F 0.443)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.461] [G acc: 0.078] 4982 [D loss: (0.547)(R 0.610, F 0.484)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.398] [G acc: 0.094] 4983 [D loss: (0.444)(R 0.454, F 0.435)] [D acc: (0.812)(0.719, 0.906)] [G loss: 1.346] [G acc: 0.109] 4984 [D loss: (0.477)(R 0.515, F 0.439)] [D acc: (0.812)(0.734, 0.891)] [G loss: 1.433] [G acc: 0.078] 4985 [D loss: (0.590)(R 0.485, F 0.695)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.520] [G acc: 0.062] 4986 [D loss: (0.524)(R 0.477, F 0.572)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.531] [G acc: 0.109] 4987 [D loss: (0.526)(R 0.584, F 0.469)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.411] [G acc: 0.078] 4988 [D loss: (0.536)(R 0.606, F 0.466)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.375] [G acc: 0.094] 4989 [D loss: (0.528)(R 0.527, F 0.529)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.443] [G acc: 0.078] 4990 [D loss: (0.514)(R 0.551, F 0.476)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.520] [G acc: 0.078] 4991 [D loss: (0.554)(R 0.610, F 0.499)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.327] [G acc: 0.125] 4992 [D loss: (0.564)(R 0.523, F 0.606)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.378] [G acc: 0.078] 4993 [D loss: (0.599)(R 0.563, F 0.634)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.409] [G acc: 0.078] 4994 [D loss: (0.570)(R 0.606, F 0.534)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.310] [G acc: 0.125] 4995 [D loss: (0.444)(R 0.471, F 0.417)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.338] [G acc: 0.062] 4996 [D loss: (0.581)(R 0.633, F 0.528)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.400] [G acc: 0.094] 4997 [D loss: (0.624)(R 0.546, F 0.703)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.394] [G acc: 0.062] 4998 [D loss: (0.569)(R 0.561, F 0.577)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.400] [G acc: 0.125] 4999 [D loss: (0.454)(R 0.534, F 0.373)] [D acc: (0.797)(0.672, 0.922)] [G loss: 1.359] [G acc: 0.078] 5000 [D loss: (0.524)(R 0.524, F 0.524)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.460] [G acc: 0.031] 5001 [D loss: (0.510)(R 0.463, F 0.557)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.468] [G acc: 0.078] 5002 [D loss: (0.483)(R 0.491, F 0.475)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.654] [G acc: 0.016] 5003 [D loss: (0.554)(R 0.597, F 0.510)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.538] [G acc: 0.062] 5004 [D loss: (0.529)(R 0.614, F 0.445)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.369] [G acc: 0.109] 5005 [D loss: (0.450)(R 0.425, F 0.476)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.456] [G acc: 0.109] 5006 [D loss: (0.484)(R 0.465, F 0.502)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.590] [G acc: 0.047] 5007 [D loss: (0.486)(R 0.596, F 0.377)] [D acc: (0.766)(0.625, 0.906)] [G loss: 1.473] [G acc: 0.078] 5008 [D loss: (0.489)(R 0.395, F 0.583)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.530] [G acc: 0.047] 5009 [D loss: (0.485)(R 0.441, F 0.529)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.468] [G acc: 0.062] 5010 [D loss: (0.527)(R 0.602, F 0.451)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.529] [G acc: 0.109] 5011 [D loss: (0.450)(R 0.440, F 0.460)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.431] [G acc: 0.094] 5012 [D loss: (0.552)(R 0.601, F 0.502)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.519] [G acc: 0.125] 5013 [D loss: (0.586)(R 0.598, F 0.575)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.537] [G acc: 0.094] 5014 [D loss: (0.533)(R 0.621, F 0.445)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.460] [G acc: 0.203] 5015 [D loss: (0.422)(R 0.424, F 0.419)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.461] [G acc: 0.141] 5016 [D loss: (0.507)(R 0.514, F 0.500)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.383] [G acc: 0.109] 5017 [D loss: (0.479)(R 0.415, F 0.543)] [D acc: (0.789)(0.797, 0.781)] [G loss: 1.641] [G acc: 0.078] 5018 [D loss: (0.570)(R 0.706, F 0.433)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.509] [G acc: 0.078] 5019 [D loss: (0.485)(R 0.475, F 0.495)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.463] [G acc: 0.109] 5020 [D loss: (0.548)(R 0.658, F 0.438)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.469] [G acc: 0.109] 5021 [D loss: (0.565)(R 0.658, F 0.472)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.322] [G acc: 0.141] 5022 [D loss: (0.623)(R 0.629, F 0.617)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.390] [G acc: 0.062] 5023 [D loss: (0.441)(R 0.452, F 0.431)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.444] [G acc: 0.062] 5024 [D loss: (0.525)(R 0.639, F 0.411)] [D acc: (0.750)(0.594, 0.906)] [G loss: 1.357] [G acc: 0.078] 5025 [D loss: (0.494)(R 0.491, F 0.496)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.466] [G acc: 0.094] 5026 [D loss: (0.495)(R 0.543, F 0.447)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.336] [G acc: 0.125] 5027 [D loss: (0.522)(R 0.553, F 0.491)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.354] [G acc: 0.094] 5028 [D loss: (0.508)(R 0.494, F 0.521)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.441] [G acc: 0.078] 5029 [D loss: (0.594)(R 0.511, F 0.676)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.392] [G acc: 0.031] 5030 [D loss: (0.475)(R 0.527, F 0.424)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.408] [G acc: 0.078] 5031 [D loss: (0.532)(R 0.592, F 0.473)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.309] [G acc: 0.109] 5032 [D loss: (0.585)(R 0.646, F 0.524)] [D acc: (0.664)(0.562, 0.766)] [G loss: 1.327] [G acc: 0.062] 5033 [D loss: (0.580)(R 0.523, F 0.637)] [D acc: (0.664)(0.625, 0.703)] [G loss: 1.329] [G acc: 0.031] 5034 [D loss: (0.571)(R 0.653, F 0.488)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.364] [G acc: 0.094] 5035 [D loss: (0.564)(R 0.596, F 0.532)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.290] [G acc: 0.172] 5036 [D loss: (0.564)(R 0.652, F 0.476)] [D acc: (0.695)(0.547, 0.844)] [G loss: 1.472] [G acc: 0.109] 5037 [D loss: (0.560)(R 0.478, F 0.641)] [D acc: (0.758)(0.812, 0.703)] [G loss: 1.384] [G acc: 0.062] 5038 [D loss: (0.485)(R 0.457, F 0.514)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.287] [G acc: 0.141] 5039 [D loss: (0.535)(R 0.555, F 0.515)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.263] [G acc: 0.188] 5040 [D loss: (0.545)(R 0.523, F 0.568)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.407] [G acc: 0.031] 5041 [D loss: (0.491)(R 0.571, F 0.411)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.413] [G acc: 0.094] 5042 [D loss: (0.543)(R 0.570, F 0.516)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.386] [G acc: 0.094] 5043 [D loss: (0.571)(R 0.589, F 0.554)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.423] [G acc: 0.047] 5044 [D loss: (0.532)(R 0.667, F 0.396)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.357] [G acc: 0.125] 5045 [D loss: (0.503)(R 0.395, F 0.611)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.405] [G acc: 0.109] 5046 [D loss: (0.518)(R 0.610, F 0.426)] [D acc: (0.766)(0.625, 0.906)] [G loss: 1.300] [G acc: 0.062] 5047 [D loss: (0.534)(R 0.599, F 0.469)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.401] [G acc: 0.109] 5048 [D loss: (0.526)(R 0.572, F 0.480)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.410] [G acc: 0.078] 5049 [D loss: (0.542)(R 0.473, F 0.610)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.592] [G acc: 0.031] 5050 [D loss: (0.636)(R 0.743, F 0.530)] [D acc: (0.641)(0.516, 0.766)] [G loss: 1.280] [G acc: 0.156] 5051 [D loss: (0.454)(R 0.462, F 0.447)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.289] [G acc: 0.188] 5052 [D loss: (0.479)(R 0.384, F 0.573)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.459] [G acc: 0.094] 5053 [D loss: (0.536)(R 0.442, F 0.630)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.464] [G acc: 0.031] 5054 [D loss: (0.476)(R 0.509, F 0.443)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.359] [G acc: 0.109] 5055 [D loss: (0.496)(R 0.511, F 0.480)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.454] [G acc: 0.078] 5056 [D loss: (0.507)(R 0.518, F 0.496)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.518] [G acc: 0.047] 5057 [D loss: (0.509)(R 0.574, F 0.444)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.414] [G acc: 0.141] 5058 [D loss: (0.569)(R 0.648, F 0.490)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.468] [G acc: 0.031] 5059 [D loss: (0.518)(R 0.533, F 0.503)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.442] [G acc: 0.047] 5060 [D loss: (0.467)(R 0.577, F 0.357)] [D acc: (0.812)(0.703, 0.922)] [G loss: 1.387] [G acc: 0.125] 5061 [D loss: (0.464)(R 0.428, F 0.501)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.470] [G acc: 0.047] 5062 [D loss: (0.491)(R 0.525, F 0.457)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.521] [G acc: 0.125] 5063 [D loss: (0.573)(R 0.606, F 0.541)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.306] [G acc: 0.062] 5064 [D loss: (0.618)(R 0.557, F 0.679)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.453] [G acc: 0.047] 5065 [D loss: (0.523)(R 0.547, F 0.500)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.360] [G acc: 0.094] 5066 [D loss: (0.554)(R 0.641, F 0.468)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.404] [G acc: 0.062] 5067 [D loss: (0.441)(R 0.460, F 0.422)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.311] [G acc: 0.219] 5068 [D loss: (0.580)(R 0.548, F 0.612)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.324] [G acc: 0.094] 5069 [D loss: (0.482)(R 0.525, F 0.439)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.470] [G acc: 0.062] 5070 [D loss: (0.566)(R 0.637, F 0.494)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.383] [G acc: 0.094] 5071 [D loss: (0.503)(R 0.460, F 0.545)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.271] [G acc: 0.125] 5072 [D loss: (0.537)(R 0.532, F 0.542)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.382] [G acc: 0.078] 5073 [D loss: (0.479)(R 0.428, F 0.531)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.546] [G acc: 0.062] 5074 [D loss: (0.557)(R 0.622, F 0.491)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.339] [G acc: 0.141] 5075 [D loss: (0.556)(R 0.533, F 0.580)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.490] [G acc: 0.062] 5076 [D loss: (0.541)(R 0.591, F 0.491)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.391] [G acc: 0.078] 5077 [D loss: (0.471)(R 0.562, F 0.380)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.395] [G acc: 0.078] 5078 [D loss: (0.483)(R 0.449, F 0.516)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.525] [G acc: 0.031] 5079 [D loss: (0.538)(R 0.615, F 0.461)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.400] [G acc: 0.078] 5080 [D loss: (0.528)(R 0.479, F 0.577)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.333] [G acc: 0.141] 5081 [D loss: (0.450)(R 0.381, F 0.519)] [D acc: (0.820)(0.859, 0.781)] [G loss: 1.421] [G acc: 0.125] 5082 [D loss: (0.454)(R 0.498, F 0.409)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.590] [G acc: 0.078] 5083 [D loss: (0.495)(R 0.467, F 0.524)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.401] [G acc: 0.078] 5084 [D loss: (0.499)(R 0.486, F 0.512)] [D acc: (0.703)(0.688, 0.719)] [G loss: 1.466] [G acc: 0.078] 5085 [D loss: (0.568)(R 0.638, F 0.498)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.458] [G acc: 0.047] 5086 [D loss: (0.628)(R 0.465, F 0.790)] [D acc: (0.719)(0.766, 0.672)] [G loss: 1.354] [G acc: 0.078] 5087 [D loss: (0.596)(R 0.627, F 0.564)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.364] [G acc: 0.062] 5088 [D loss: (0.489)(R 0.530, F 0.448)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.410] [G acc: 0.031] 5089 [D loss: (0.509)(R 0.570, F 0.447)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.468] [G acc: 0.109] 5090 [D loss: (0.505)(R 0.394, F 0.615)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.547] [G acc: 0.062] 5091 [D loss: (0.490)(R 0.610, F 0.369)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.826] [G acc: 0.031] 5092 [D loss: (0.432)(R 0.437, F 0.428)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.447] [G acc: 0.109] 5093 [D loss: (0.667)(R 0.654, F 0.679)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.362] [G acc: 0.062] 5094 [D loss: (0.554)(R 0.643, F 0.464)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.334] [G acc: 0.094] 5095 [D loss: (0.513)(R 0.467, F 0.558)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.402] [G acc: 0.109] 5096 [D loss: (0.523)(R 0.529, F 0.517)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.341] [G acc: 0.172] 5097 [D loss: (0.499)(R 0.537, F 0.461)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.440] [G acc: 0.078] 5098 [D loss: (0.518)(R 0.516, F 0.520)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.469] [G acc: 0.094] 5099 [D loss: (0.499)(R 0.602, F 0.396)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.465] [G acc: 0.125] 5100 [D loss: (0.562)(R 0.546, F 0.578)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.460] [G acc: 0.125] 5101 [D loss: (0.504)(R 0.566, F 0.443)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.391] [G acc: 0.141] 5102 [D loss: (0.504)(R 0.547, F 0.462)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.262] [G acc: 0.094] 5103 [D loss: (0.542)(R 0.495, F 0.589)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.680] [G acc: 0.062] 5104 [D loss: (0.511)(R 0.535, F 0.486)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.292] [G acc: 0.203] 5105 [D loss: (0.501)(R 0.550, F 0.452)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.401] [G acc: 0.078] 5106 [D loss: (0.595)(R 0.535, F 0.654)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.460] [G acc: 0.078] 5107 [D loss: (0.521)(R 0.595, F 0.448)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.492] [G acc: 0.094] 5108 [D loss: (0.574)(R 0.614, F 0.535)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.322] [G acc: 0.094] 5109 [D loss: (0.550)(R 0.535, F 0.565)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.415] [G acc: 0.094] 5110 [D loss: (0.532)(R 0.558, F 0.505)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.284] [G acc: 0.078] 5111 [D loss: (0.521)(R 0.566, F 0.476)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.396] [G acc: 0.109] 5112 [D loss: (0.573)(R 0.603, F 0.542)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.362] [G acc: 0.078] 5113 [D loss: (0.507)(R 0.566, F 0.449)] [D acc: (0.758)(0.625, 0.891)] [G loss: 1.357] [G acc: 0.141] 5114 [D loss: (0.559)(R 0.478, F 0.640)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.360] [G acc: 0.062] 5115 [D loss: (0.434)(R 0.411, F 0.457)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.433] [G acc: 0.109] 5116 [D loss: (0.487)(R 0.520, F 0.453)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.424] [G acc: 0.109] 5117 [D loss: (0.486)(R 0.406, F 0.567)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.389] [G acc: 0.047] 5118 [D loss: (0.465)(R 0.475, F 0.456)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.400] [G acc: 0.078] 5119 [D loss: (0.623)(R 0.557, F 0.689)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.370] [G acc: 0.109] 5120 [D loss: (0.569)(R 0.684, F 0.455)] [D acc: (0.719)(0.562, 0.875)] [G loss: 1.442] [G acc: 0.094] 5121 [D loss: (0.441)(R 0.477, F 0.405)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.467] [G acc: 0.094] 5122 [D loss: (0.552)(R 0.495, F 0.608)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.376] [G acc: 0.125] 5123 [D loss: (0.496)(R 0.576, F 0.417)] [D acc: (0.773)(0.641, 0.906)] [G loss: 1.361] [G acc: 0.125] 5124 [D loss: (0.563)(R 0.460, F 0.665)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.392] [G acc: 0.141] 5125 [D loss: (0.456)(R 0.492, F 0.420)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.582] [G acc: 0.094] 5126 [D loss: (0.560)(R 0.631, F 0.488)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.555] [G acc: 0.047] 5127 [D loss: (0.558)(R 0.648, F 0.468)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.330] [G acc: 0.016] 5128 [D loss: (0.494)(R 0.531, F 0.457)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.336] [G acc: 0.125] 5129 [D loss: (0.527)(R 0.477, F 0.578)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.398] [G acc: 0.125] 5130 [D loss: (0.454)(R 0.477, F 0.431)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.361] [G acc: 0.125] 5131 [D loss: (0.540)(R 0.525, F 0.554)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.435] [G acc: 0.125] 5132 [D loss: (0.529)(R 0.545, F 0.512)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.363] [G acc: 0.094] 5133 [D loss: (0.482)(R 0.562, F 0.402)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.387] [G acc: 0.156] 5134 [D loss: (0.622)(R 0.709, F 0.536)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.469] [G acc: 0.109] 5135 [D loss: (0.615)(R 0.669, F 0.561)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.350] [G acc: 0.078] 5136 [D loss: (0.566)(R 0.504, F 0.627)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.475] [G acc: 0.094] 5137 [D loss: (0.542)(R 0.426, F 0.658)] [D acc: (0.750)(0.781, 0.719)] [G loss: 1.358] [G acc: 0.125] 5138 [D loss: (0.471)(R 0.548, F 0.394)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.593] [G acc: 0.031] 5139 [D loss: (0.488)(R 0.418, F 0.558)] [D acc: (0.766)(0.797, 0.734)] [G loss: 1.566] [G acc: 0.016] 5140 [D loss: (0.568)(R 0.617, F 0.518)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.380] [G acc: 0.062] 5141 [D loss: (0.536)(R 0.446, F 0.626)] [D acc: (0.719)(0.734, 0.703)] [G loss: 1.453] [G acc: 0.109] 5142 [D loss: (0.456)(R 0.492, F 0.421)] [D acc: (0.805)(0.688, 0.922)] [G loss: 1.563] [G acc: 0.047] 5143 [D loss: (0.450)(R 0.500, F 0.400)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.558] [G acc: 0.062] 5144 [D loss: (0.504)(R 0.592, F 0.416)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.339] [G acc: 0.078] 5145 [D loss: (0.558)(R 0.625, F 0.490)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.546] [G acc: 0.062] 5146 [D loss: (0.359)(R 0.326, F 0.392)] [D acc: (0.875)(0.859, 0.891)] [G loss: 1.593] [G acc: 0.094] 5147 [D loss: (0.539)(R 0.376, F 0.702)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.636] [G acc: 0.078] 5148 [D loss: (0.629)(R 0.795, F 0.462)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.645] [G acc: 0.094] 5149 [D loss: (0.525)(R 0.551, F 0.499)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.597] [G acc: 0.078] 5150 [D loss: (0.478)(R 0.510, F 0.446)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.589] [G acc: 0.016] 5151 [D loss: (0.510)(R 0.468, F 0.553)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.603] [G acc: 0.047] 5152 [D loss: (0.489)(R 0.510, F 0.468)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.468] [G acc: 0.094] 5153 [D loss: (0.530)(R 0.587, F 0.472)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.525] [G acc: 0.141] 5154 [D loss: (0.459)(R 0.423, F 0.495)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.533] [G acc: 0.094] 5155 [D loss: (0.500)(R 0.487, F 0.513)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.589] [G acc: 0.047] 5156 [D loss: (0.503)(R 0.608, F 0.399)] [D acc: (0.742)(0.562, 0.922)] [G loss: 1.438] [G acc: 0.094] 5157 [D loss: (0.517)(R 0.580, F 0.453)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.615] [G acc: 0.047] 5158 [D loss: (0.540)(R 0.421, F 0.659)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.651] [G acc: 0.031] 5159 [D loss: (0.565)(R 0.637, F 0.493)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.425] [G acc: 0.047] 5160 [D loss: (0.542)(R 0.694, F 0.389)] [D acc: (0.703)(0.484, 0.922)] [G loss: 1.409] [G acc: 0.109] 5161 [D loss: (0.487)(R 0.443, F 0.531)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.489] [G acc: 0.094] 5162 [D loss: (0.539)(R 0.558, F 0.521)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.359] [G acc: 0.141] 5163 [D loss: (0.456)(R 0.450, F 0.463)] [D acc: (0.836)(0.812, 0.859)] [G loss: 1.621] [G acc: 0.078] 5164 [D loss: (0.558)(R 0.565, F 0.551)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.522] [G acc: 0.062] 5165 [D loss: (0.504)(R 0.568, F 0.440)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.427] [G acc: 0.109] 5166 [D loss: (0.474)(R 0.459, F 0.489)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.518] [G acc: 0.094] 5167 [D loss: (0.530)(R 0.501, F 0.558)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.547] [G acc: 0.109] 5168 [D loss: (0.550)(R 0.636, F 0.465)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.528] [G acc: 0.047] 5169 [D loss: (0.615)(R 0.523, F 0.708)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.572] [G acc: 0.047] 5170 [D loss: (0.511)(R 0.571, F 0.452)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.456] [G acc: 0.094] 5171 [D loss: (0.488)(R 0.558, F 0.417)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.555] [G acc: 0.078] 5172 [D loss: (0.550)(R 0.601, F 0.500)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.510] [G acc: 0.062] 5173 [D loss: (0.549)(R 0.636, F 0.462)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.397] [G acc: 0.156] 5174 [D loss: (0.527)(R 0.534, F 0.520)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.481] [G acc: 0.062] 5175 [D loss: (0.579)(R 0.630, F 0.527)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.297] [G acc: 0.094] 5176 [D loss: (0.524)(R 0.511, F 0.537)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.605] [G acc: 0.047] 5177 [D loss: (0.499)(R 0.470, F 0.529)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.490] [G acc: 0.062] 5178 [D loss: (0.540)(R 0.549, F 0.532)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.575] [G acc: 0.062] 5179 [D loss: (0.512)(R 0.550, F 0.474)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.562] [G acc: 0.078] 5180 [D loss: (0.569)(R 0.650, F 0.488)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.385] [G acc: 0.109] 5181 [D loss: (0.577)(R 0.642, F 0.512)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.454] [G acc: 0.078] 5182 [D loss: (0.580)(R 0.606, F 0.555)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.442] [G acc: 0.062] 5183 [D loss: (0.491)(R 0.453, F 0.528)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.526] [G acc: 0.078] 5184 [D loss: (0.542)(R 0.669, F 0.416)] [D acc: (0.742)(0.594, 0.891)] [G loss: 1.363] [G acc: 0.094] 5185 [D loss: (0.489)(R 0.525, F 0.453)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.421] [G acc: 0.109] 5186 [D loss: (0.505)(R 0.514, F 0.497)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.320] [G acc: 0.172] 5187 [D loss: (0.561)(R 0.468, F 0.654)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.398] [G acc: 0.031] 5188 [D loss: (0.477)(R 0.412, F 0.542)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.481] [G acc: 0.094] 5189 [D loss: (0.497)(R 0.601, F 0.394)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.457] [G acc: 0.047] 5190 [D loss: (0.536)(R 0.569, F 0.503)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.281] [G acc: 0.109] 5191 [D loss: (0.486)(R 0.424, F 0.548)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.485] [G acc: 0.125] 5192 [D loss: (0.505)(R 0.435, F 0.574)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.376] [G acc: 0.094] 5193 [D loss: (0.451)(R 0.450, F 0.452)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.407] [G acc: 0.125] 5194 [D loss: (0.428)(R 0.419, F 0.438)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.536] [G acc: 0.094] 5195 [D loss: (0.533)(R 0.528, F 0.539)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.534] [G acc: 0.047] 5196 [D loss: (0.591)(R 0.656, F 0.527)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.594] [G acc: 0.062] 5197 [D loss: (0.487)(R 0.545, F 0.429)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.453] [G acc: 0.125] 5198 [D loss: (0.557)(R 0.506, F 0.608)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.519] [G acc: 0.031] 5199 [D loss: (0.512)(R 0.646, F 0.378)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.433] [G acc: 0.062] 5200 [D loss: (0.434)(R 0.370, F 0.499)] [D acc: (0.812)(0.828, 0.797)] [G loss: 1.429] [G acc: 0.078] 5201 [D loss: (0.500)(R 0.525, F 0.475)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.642] [G acc: 0.047] 5202 [D loss: (0.418)(R 0.410, F 0.425)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.633] [G acc: 0.047] 5203 [D loss: (0.476)(R 0.607, F 0.346)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.611] [G acc: 0.078] 5204 [D loss: (0.468)(R 0.493, F 0.442)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.532] [G acc: 0.078] 5205 [D loss: (0.535)(R 0.476, F 0.593)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.624] [G acc: 0.062] 5206 [D loss: (0.448)(R 0.512, F 0.384)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.623] [G acc: 0.094] 5207 [D loss: (0.439)(R 0.373, F 0.504)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.547] [G acc: 0.062] 5208 [D loss: (0.535)(R 0.646, F 0.423)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.514] [G acc: 0.109] 5209 [D loss: (0.465)(R 0.487, F 0.443)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.609] [G acc: 0.109] 5210 [D loss: (0.561)(R 0.505, F 0.618)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.581] [G acc: 0.094] 5211 [D loss: (0.575)(R 0.689, F 0.462)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.557] [G acc: 0.047] 5212 [D loss: (0.528)(R 0.601, F 0.456)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.611] [G acc: 0.062] 5213 [D loss: (0.536)(R 0.619, F 0.454)] [D acc: (0.766)(0.625, 0.906)] [G loss: 1.456] [G acc: 0.078] 5214 [D loss: (0.537)(R 0.487, F 0.588)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.500] [G acc: 0.078] 5215 [D loss: (0.516)(R 0.513, F 0.519)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.434] [G acc: 0.062] 5216 [D loss: (0.486)(R 0.523, F 0.450)] [D acc: (0.805)(0.688, 0.922)] [G loss: 1.441] [G acc: 0.094] 5217 [D loss: (0.531)(R 0.540, F 0.523)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.448] [G acc: 0.062] 5218 [D loss: (0.493)(R 0.475, F 0.511)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.330] [G acc: 0.141] 5219 [D loss: (0.506)(R 0.577, F 0.435)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.430] [G acc: 0.078] 5220 [D loss: (0.522)(R 0.553, F 0.492)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.394] [G acc: 0.109] 5221 [D loss: (0.539)(R 0.522, F 0.555)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.274] [G acc: 0.125] 5222 [D loss: (0.483)(R 0.508, F 0.458)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.394] [G acc: 0.141] 5223 [D loss: (0.551)(R 0.536, F 0.566)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.368] [G acc: 0.141] 5224 [D loss: (0.475)(R 0.448, F 0.501)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.421] [G acc: 0.188] 5225 [D loss: (0.527)(R 0.502, F 0.551)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.385] [G acc: 0.156] 5226 [D loss: (0.531)(R 0.501, F 0.562)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.292] [G acc: 0.188] 5227 [D loss: (0.500)(R 0.418, F 0.581)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.527] [G acc: 0.078] 5228 [D loss: (0.575)(R 0.629, F 0.521)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.468] [G acc: 0.094] 5229 [D loss: (0.570)(R 0.531, F 0.609)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.642] [G acc: 0.078] 5230 [D loss: (0.477)(R 0.470, F 0.485)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.563] [G acc: 0.062] 5231 [D loss: (0.545)(R 0.567, F 0.523)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.647] [G acc: 0.094] 5232 [D loss: (0.668)(R 0.677, F 0.659)] [D acc: (0.664)(0.531, 0.797)] [G loss: 1.437] [G acc: 0.062] 5233 [D loss: (0.620)(R 0.754, F 0.486)] [D acc: (0.648)(0.531, 0.766)] [G loss: 1.519] [G acc: 0.094] 5234 [D loss: (0.486)(R 0.507, F 0.465)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.572] [G acc: 0.062] 5235 [D loss: (0.487)(R 0.528, F 0.447)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.554] [G acc: 0.016] 5236 [D loss: (0.551)(R 0.597, F 0.506)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.359] [G acc: 0.141] 5237 [D loss: (0.495)(R 0.573, F 0.417)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.497] [G acc: 0.062] 5238 [D loss: (0.539)(R 0.542, F 0.537)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.475] [G acc: 0.031] 5239 [D loss: (0.609)(R 0.707, F 0.512)] [D acc: (0.609)(0.453, 0.766)] [G loss: 1.368] [G acc: 0.156] 5240 [D loss: (0.584)(R 0.540, F 0.629)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.466] [G acc: 0.094] 5241 [D loss: (0.550)(R 0.505, F 0.594)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.509] [G acc: 0.062] 5242 [D loss: (0.527)(R 0.512, F 0.542)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.434] [G acc: 0.094] 5243 [D loss: (0.530)(R 0.502, F 0.558)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.560] [G acc: 0.062] 5244 [D loss: (0.497)(R 0.534, F 0.461)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.340] [G acc: 0.125] 5245 [D loss: (0.587)(R 0.686, F 0.488)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.318] [G acc: 0.125] 5246 [D loss: (0.526)(R 0.470, F 0.582)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.342] [G acc: 0.141] 5247 [D loss: (0.527)(R 0.505, F 0.550)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.315] [G acc: 0.172] 5248 [D loss: (0.488)(R 0.478, F 0.499)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.357] [G acc: 0.125] 5249 [D loss: (0.513)(R 0.527, F 0.499)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.424] [G acc: 0.141] 5250 [D loss: (0.477)(R 0.560, F 0.395)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.422] [G acc: 0.094] 5251 [D loss: (0.465)(R 0.451, F 0.480)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.597] [G acc: 0.031] 5252 [D loss: (0.643)(R 0.595, F 0.690)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.558] [G acc: 0.016] 5253 [D loss: (0.430)(R 0.508, F 0.352)] [D acc: (0.812)(0.688, 0.938)] [G loss: 1.566] [G acc: 0.094] 5254 [D loss: (0.575)(R 0.653, F 0.497)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.348] [G acc: 0.156] 5255 [D loss: (0.498)(R 0.545, F 0.451)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.280] [G acc: 0.125] 5256 [D loss: (0.442)(R 0.404, F 0.479)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.513] [G acc: 0.094] 5257 [D loss: (0.481)(R 0.478, F 0.484)] [D acc: (0.797)(0.766, 0.828)] [G loss: 1.394] [G acc: 0.125] 5258 [D loss: (0.568)(R 0.551, F 0.585)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.331] [G acc: 0.109] 5259 [D loss: (0.517)(R 0.476, F 0.558)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.445] [G acc: 0.125] 5260 [D loss: (0.515)(R 0.534, F 0.495)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.503] [G acc: 0.078] 5261 [D loss: (0.443)(R 0.488, F 0.399)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.407] [G acc: 0.141] 5262 [D loss: (0.567)(R 0.598, F 0.537)] [D acc: (0.703)(0.672, 0.734)] [G loss: 1.505] [G acc: 0.094] 5263 [D loss: (0.383)(R 0.375, F 0.391)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.499] [G acc: 0.125] 5264 [D loss: (0.489)(R 0.400, F 0.578)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.748] [G acc: 0.125] 5265 [D loss: (0.565)(R 0.663, F 0.468)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.535] [G acc: 0.094] 5266 [D loss: (0.494)(R 0.572, F 0.415)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.381] [G acc: 0.172] 5267 [D loss: (0.469)(R 0.510, F 0.428)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.390] [G acc: 0.156] 5268 [D loss: (0.476)(R 0.386, F 0.566)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.426] [G acc: 0.125] 5269 [D loss: (0.626)(R 0.495, F 0.758)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.483] [G acc: 0.094] 5270 [D loss: (0.574)(R 0.640, F 0.508)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.565] [G acc: 0.078] 5271 [D loss: (0.465)(R 0.544, F 0.386)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.500] [G acc: 0.188] 5272 [D loss: (0.589)(R 0.566, F 0.611)] [D acc: (0.648)(0.625, 0.672)] [G loss: 1.595] [G acc: 0.047] 5273 [D loss: (0.463)(R 0.532, F 0.394)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.465] [G acc: 0.047] 5274 [D loss: (0.498)(R 0.587, F 0.410)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.511] [G acc: 0.047] 5275 [D loss: (0.538)(R 0.521, F 0.555)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.605] [G acc: 0.094] 5276 [D loss: (0.491)(R 0.482, F 0.499)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.359] [G acc: 0.156] 5277 [D loss: (0.474)(R 0.460, F 0.488)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.532] [G acc: 0.062] 5278 [D loss: (0.543)(R 0.563, F 0.522)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.376] [G acc: 0.094] 5279 [D loss: (0.621)(R 0.538, F 0.705)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.592] [G acc: 0.094] 5280 [D loss: (0.513)(R 0.656, F 0.371)] [D acc: (0.727)(0.578, 0.875)] [G loss: 1.438] [G acc: 0.062] 5281 [D loss: (0.478)(R 0.537, F 0.418)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.492] [G acc: 0.172] 5282 [D loss: (0.531)(R 0.558, F 0.505)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.426] [G acc: 0.141] 5283 [D loss: (0.573)(R 0.545, F 0.602)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.376] [G acc: 0.141] 5284 [D loss: (0.459)(R 0.434, F 0.483)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.460] [G acc: 0.156] 5285 [D loss: (0.443)(R 0.418, F 0.468)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.595] [G acc: 0.062] 5286 [D loss: (0.492)(R 0.530, F 0.454)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.544] [G acc: 0.094] 5287 [D loss: (0.534)(R 0.446, F 0.621)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.521] [G acc: 0.078] 5288 [D loss: (0.527)(R 0.594, F 0.461)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.722] [G acc: 0.062] 5289 [D loss: (0.521)(R 0.528, F 0.515)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.458] [G acc: 0.156] 5290 [D loss: (0.487)(R 0.521, F 0.454)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.678] [G acc: 0.031] 5291 [D loss: (0.457)(R 0.572, F 0.342)] [D acc: (0.805)(0.688, 0.922)] [G loss: 1.598] [G acc: 0.078] 5292 [D loss: (0.431)(R 0.406, F 0.457)] [D acc: (0.766)(0.766, 0.766)] [G loss: 1.433] [G acc: 0.141] 5293 [D loss: (0.548)(R 0.449, F 0.648)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.423] [G acc: 0.094] 5294 [D loss: (0.597)(R 0.692, F 0.502)] [D acc: (0.703)(0.562, 0.844)] [G loss: 1.467] [G acc: 0.094] 5295 [D loss: (0.527)(R 0.565, F 0.488)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.586] [G acc: 0.031] 5296 [D loss: (0.412)(R 0.412, F 0.412)] [D acc: (0.828)(0.781, 0.875)] [G loss: 1.370] [G acc: 0.156] 5297 [D loss: (0.593)(R 0.660, F 0.525)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.414] [G acc: 0.094] 5298 [D loss: (0.701)(R 0.740, F 0.661)] [D acc: (0.617)(0.531, 0.703)] [G loss: 1.446] [G acc: 0.094] 5299 [D loss: (0.509)(R 0.635, F 0.383)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.339] [G acc: 0.109] 5300 [D loss: (0.527)(R 0.502, F 0.553)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.326] [G acc: 0.094] 5301 [D loss: (0.562)(R 0.656, F 0.468)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.381] [G acc: 0.094] 5302 [D loss: (0.478)(R 0.523, F 0.433)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.500] [G acc: 0.031] 5303 [D loss: (0.570)(R 0.616, F 0.524)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.368] [G acc: 0.094] 5304 [D loss: (0.495)(R 0.543, F 0.446)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.454] [G acc: 0.047] 5305 [D loss: (0.507)(R 0.485, F 0.530)] [D acc: (0.750)(0.734, 0.766)] [G loss: 1.342] [G acc: 0.047] 5306 [D loss: (0.485)(R 0.533, F 0.436)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.318] [G acc: 0.172] 5307 [D loss: (0.494)(R 0.467, F 0.522)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.362] [G acc: 0.109] 5308 [D loss: (0.471)(R 0.494, F 0.448)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.399] [G acc: 0.094] 5309 [D loss: (0.516)(R 0.447, F 0.584)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.587] [G acc: 0.047] 5310 [D loss: (0.543)(R 0.630, F 0.456)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.313] [G acc: 0.172] 5311 [D loss: (0.452)(R 0.432, F 0.471)] [D acc: (0.812)(0.812, 0.812)] [G loss: 1.339] [G acc: 0.141] 5312 [D loss: (0.430)(R 0.359, F 0.501)] [D acc: (0.781)(0.797, 0.766)] [G loss: 1.604] [G acc: 0.078] 5313 [D loss: (0.437)(R 0.379, F 0.494)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.636] [G acc: 0.062] 5314 [D loss: (0.544)(R 0.625, F 0.463)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.720] [G acc: 0.047] 5315 [D loss: (0.588)(R 0.583, F 0.593)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.501] [G acc: 0.094] 5316 [D loss: (0.493)(R 0.566, F 0.421)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.503] [G acc: 0.062] 5317 [D loss: (0.516)(R 0.614, F 0.418)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.506] [G acc: 0.094] 5318 [D loss: (0.679)(R 0.619, F 0.738)] [D acc: (0.641)(0.609, 0.672)] [G loss: 1.449] [G acc: 0.062] 5319 [D loss: (0.533)(R 0.608, F 0.458)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.293] [G acc: 0.266] 5320 [D loss: (0.561)(R 0.527, F 0.595)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.373] [G acc: 0.078] 5321 [D loss: (0.502)(R 0.520, F 0.484)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.403] [G acc: 0.062] 5322 [D loss: (0.535)(R 0.536, F 0.534)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.467] [G acc: 0.094] 5323 [D loss: (0.519)(R 0.545, F 0.493)] [D acc: (0.773)(0.641, 0.906)] [G loss: 1.392] [G acc: 0.047] 5324 [D loss: (0.503)(R 0.516, F 0.491)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.490] [G acc: 0.047] 5325 [D loss: (0.553)(R 0.605, F 0.502)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.462] [G acc: 0.109] 5326 [D loss: (0.459)(R 0.512, F 0.407)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.464] [G acc: 0.062] 5327 [D loss: (0.532)(R 0.517, F 0.547)] [D acc: (0.664)(0.672, 0.656)] [G loss: 1.462] [G acc: 0.078] 5328 [D loss: (0.496)(R 0.485, F 0.506)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.489] [G acc: 0.109] 5329 [D loss: (0.575)(R 0.626, F 0.524)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.443] [G acc: 0.062] 5330 [D loss: (0.535)(R 0.589, F 0.481)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.309] [G acc: 0.141] 5331 [D loss: (0.546)(R 0.629, F 0.463)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.244] [G acc: 0.062] 5332 [D loss: (0.507)(R 0.472, F 0.542)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.599] [G acc: 0.078] 5333 [D loss: (0.534)(R 0.595, F 0.474)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.413] [G acc: 0.094] 5334 [D loss: (0.538)(R 0.428, F 0.647)] [D acc: (0.750)(0.781, 0.719)] [G loss: 1.343] [G acc: 0.125] 5335 [D loss: (0.539)(R 0.558, F 0.519)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.476] [G acc: 0.094] 5336 [D loss: (0.485)(R 0.498, F 0.473)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.432] [G acc: 0.078] 5337 [D loss: (0.461)(R 0.477, F 0.444)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.438] [G acc: 0.047] 5338 [D loss: (0.482)(R 0.446, F 0.518)] [D acc: (0.758)(0.750, 0.766)] [G loss: 1.512] [G acc: 0.000] 5339 [D loss: (0.488)(R 0.424, F 0.551)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.469] [G acc: 0.062] 5340 [D loss: (0.645)(R 0.825, F 0.466)] [D acc: (0.656)(0.469, 0.844)] [G loss: 1.442] [G acc: 0.078] 5341 [D loss: (0.570)(R 0.600, F 0.540)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.233] [G acc: 0.078] 5342 [D loss: (0.561)(R 0.504, F 0.619)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.361] [G acc: 0.062] 5343 [D loss: (0.548)(R 0.557, F 0.540)] [D acc: (0.656)(0.609, 0.703)] [G loss: 1.403] [G acc: 0.078] 5344 [D loss: (0.552)(R 0.593, F 0.510)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.358] [G acc: 0.062] 5345 [D loss: (0.485)(R 0.438, F 0.531)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.553] [G acc: 0.047] 5346 [D loss: (0.516)(R 0.570, F 0.461)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.322] [G acc: 0.109] 5347 [D loss: (0.556)(R 0.542, F 0.570)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.280] [G acc: 0.156] 5348 [D loss: (0.419)(R 0.359, F 0.479)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.312] [G acc: 0.125] 5349 [D loss: (0.608)(R 0.476, F 0.740)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.445] [G acc: 0.125] 5350 [D loss: (0.482)(R 0.553, F 0.411)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.484] [G acc: 0.062] 5351 [D loss: (0.536)(R 0.462, F 0.611)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.419] [G acc: 0.078] 5352 [D loss: (0.516)(R 0.573, F 0.458)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.389] [G acc: 0.062] 5353 [D loss: (0.564)(R 0.604, F 0.525)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.447] [G acc: 0.156] 5354 [D loss: (0.494)(R 0.515, F 0.472)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.527] [G acc: 0.031] 5355 [D loss: (0.518)(R 0.583, F 0.453)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.511] [G acc: 0.062] 5356 [D loss: (0.541)(R 0.604, F 0.478)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.366] [G acc: 0.078] 5357 [D loss: (0.514)(R 0.558, F 0.470)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.510] [G acc: 0.141] 5358 [D loss: (0.532)(R 0.464, F 0.600)] [D acc: (0.750)(0.766, 0.734)] [G loss: 1.496] [G acc: 0.141] 5359 [D loss: (0.465)(R 0.453, F 0.477)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.442] [G acc: 0.062] 5360 [D loss: (0.460)(R 0.401, F 0.519)] [D acc: (0.789)(0.828, 0.750)] [G loss: 1.561] [G acc: 0.047] 5361 [D loss: (0.481)(R 0.519, F 0.442)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.557] [G acc: 0.062] 5362 [D loss: (0.502)(R 0.481, F 0.522)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.499] [G acc: 0.078] 5363 [D loss: (0.573)(R 0.577, F 0.569)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.680] [G acc: 0.078] 5364 [D loss: (0.616)(R 0.720, F 0.512)] [D acc: (0.672)(0.562, 0.781)] [G loss: 1.545] [G acc: 0.062] 5365 [D loss: (0.472)(R 0.469, F 0.476)] [D acc: (0.836)(0.797, 0.875)] [G loss: 1.336] [G acc: 0.156] 5366 [D loss: (0.443)(R 0.482, F 0.404)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.401] [G acc: 0.125] 5367 [D loss: (0.454)(R 0.454, F 0.454)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.476] [G acc: 0.047] 5368 [D loss: (0.508)(R 0.463, F 0.553)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.485] [G acc: 0.109] 5369 [D loss: (0.582)(R 0.646, F 0.518)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.537] [G acc: 0.078] 5370 [D loss: (0.540)(R 0.619, F 0.461)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.506] [G acc: 0.016] 5371 [D loss: (0.479)(R 0.537, F 0.422)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.503] [G acc: 0.094] 5372 [D loss: (0.487)(R 0.501, F 0.472)] [D acc: (0.836)(0.766, 0.906)] [G loss: 1.789] [G acc: 0.156] 5373 [D loss: (0.685)(R 0.723, F 0.647)] [D acc: (0.633)(0.531, 0.734)] [G loss: 1.398] [G acc: 0.094] 5374 [D loss: (0.599)(R 0.603, F 0.594)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.359] [G acc: 0.047] 5375 [D loss: (0.522)(R 0.646, F 0.398)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.364] [G acc: 0.109] 5376 [D loss: (0.580)(R 0.544, F 0.616)] [D acc: (0.711)(0.734, 0.688)] [G loss: 1.410] [G acc: 0.062] 5377 [D loss: (0.615)(R 0.784, F 0.446)] [D acc: (0.672)(0.531, 0.812)] [G loss: 1.420] [G acc: 0.094] 5378 [D loss: (0.442)(R 0.465, F 0.418)] [D acc: (0.805)(0.734, 0.875)] [G loss: 1.286] [G acc: 0.141] 5379 [D loss: (0.534)(R 0.495, F 0.573)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.380] [G acc: 0.078] 5380 [D loss: (0.649)(R 0.721, F 0.576)] [D acc: (0.648)(0.531, 0.766)] [G loss: 1.471] [G acc: 0.047] 5381 [D loss: (0.508)(R 0.566, F 0.450)] [D acc: (0.742)(0.641, 0.844)] [G loss: 1.491] [G acc: 0.141] 5382 [D loss: (0.588)(R 0.718, F 0.458)] [D acc: (0.656)(0.484, 0.828)] [G loss: 1.240] [G acc: 0.078] 5383 [D loss: (0.485)(R 0.395, F 0.575)] [D acc: (0.750)(0.797, 0.703)] [G loss: 1.537] [G acc: 0.078] 5384 [D loss: (0.527)(R 0.664, F 0.389)] [D acc: (0.758)(0.594, 0.922)] [G loss: 1.405] [G acc: 0.141] 5385 [D loss: (0.511)(R 0.457, F 0.566)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.512] [G acc: 0.047] 5386 [D loss: (0.572)(R 0.548, F 0.596)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.371] [G acc: 0.109] 5387 [D loss: (0.564)(R 0.714, F 0.415)] [D acc: (0.695)(0.516, 0.875)] [G loss: 1.365] [G acc: 0.078] 5388 [D loss: (0.452)(R 0.446, F 0.457)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.449] [G acc: 0.047] 5389 [D loss: (0.579)(R 0.581, F 0.577)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.400] [G acc: 0.062] 5390 [D loss: (0.570)(R 0.631, F 0.510)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.429] [G acc: 0.062] 5391 [D loss: (0.456)(R 0.459, F 0.452)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.335] [G acc: 0.125] 5392 [D loss: (0.540)(R 0.520, F 0.559)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.367] [G acc: 0.125] 5393 [D loss: (0.570)(R 0.629, F 0.512)] [D acc: (0.688)(0.578, 0.797)] [G loss: 1.430] [G acc: 0.078] 5394 [D loss: (0.545)(R 0.515, F 0.576)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.474] [G acc: 0.094] 5395 [D loss: (0.529)(R 0.567, F 0.491)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.470] [G acc: 0.109] 5396 [D loss: (0.505)(R 0.569, F 0.441)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.302] [G acc: 0.125] 5397 [D loss: (0.512)(R 0.461, F 0.563)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.314] [G acc: 0.141] 5398 [D loss: (0.560)(R 0.527, F 0.592)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.483] [G acc: 0.031] 5399 [D loss: (0.536)(R 0.600, F 0.471)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.343] [G acc: 0.078] 5400 [D loss: (0.489)(R 0.560, F 0.418)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.367] [G acc: 0.141] 5401 [D loss: (0.436)(R 0.439, F 0.434)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.387] [G acc: 0.094] 5402 [D loss: (0.459)(R 0.470, F 0.449)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.560] [G acc: 0.062] 5403 [D loss: (0.529)(R 0.549, F 0.508)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.525] [G acc: 0.094] 5404 [D loss: (0.530)(R 0.600, F 0.461)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.556] [G acc: 0.016] 5405 [D loss: (0.499)(R 0.506, F 0.493)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.303] [G acc: 0.188] 5406 [D loss: (0.526)(R 0.527, F 0.525)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.455] [G acc: 0.109] 5407 [D loss: (0.564)(R 0.600, F 0.528)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.592] [G acc: 0.094] 5408 [D loss: (0.548)(R 0.640, F 0.456)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.454] [G acc: 0.094] 5409 [D loss: (0.501)(R 0.486, F 0.516)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.375] [G acc: 0.047] 5410 [D loss: (0.515)(R 0.572, F 0.459)] [D acc: (0.727)(0.594, 0.859)] [G loss: 1.531] [G acc: 0.078] 5411 [D loss: (0.513)(R 0.537, F 0.488)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.418] [G acc: 0.062] 5412 [D loss: (0.572)(R 0.624, F 0.520)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.415] [G acc: 0.062] 5413 [D loss: (0.543)(R 0.537, F 0.548)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.413] [G acc: 0.125] 5414 [D loss: (0.453)(R 0.402, F 0.504)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.413] [G acc: 0.078] 5415 [D loss: (0.572)(R 0.478, F 0.665)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.397] [G acc: 0.094] 5416 [D loss: (0.486)(R 0.484, F 0.488)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.581] [G acc: 0.062] 5417 [D loss: (0.479)(R 0.459, F 0.499)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.626] [G acc: 0.016] 5418 [D loss: (0.449)(R 0.440, F 0.459)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.385] [G acc: 0.016] 5419 [D loss: (0.506)(R 0.504, F 0.507)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.417] [G acc: 0.062] 5420 [D loss: (0.506)(R 0.558, F 0.453)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.563] [G acc: 0.109] 5421 [D loss: (0.488)(R 0.469, F 0.508)] [D acc: (0.812)(0.750, 0.875)] [G loss: 1.528] [G acc: 0.031] 5422 [D loss: (0.453)(R 0.535, F 0.372)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.592] [G acc: 0.109] 5423 [D loss: (0.601)(R 0.652, F 0.550)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.494] [G acc: 0.047] 5424 [D loss: (0.568)(R 0.612, F 0.524)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.365] [G acc: 0.125] 5425 [D loss: (0.553)(R 0.519, F 0.587)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.388] [G acc: 0.047] 5426 [D loss: (0.426)(R 0.478, F 0.373)] [D acc: (0.812)(0.703, 0.922)] [G loss: 1.448] [G acc: 0.078] 5427 [D loss: (0.524)(R 0.511, F 0.536)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.522] [G acc: 0.047] 5428 [D loss: (0.498)(R 0.550, F 0.446)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.354] [G acc: 0.094] 5429 [D loss: (0.490)(R 0.403, F 0.578)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.518] [G acc: 0.078] 5430 [D loss: (0.621)(R 0.682, F 0.559)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.583] [G acc: 0.094] 5431 [D loss: (0.436)(R 0.406, F 0.467)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.392] [G acc: 0.188] 5432 [D loss: (0.556)(R 0.616, F 0.497)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.609] [G acc: 0.078] 5433 [D loss: (0.516)(R 0.540, F 0.492)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.572] [G acc: 0.125] 5434 [D loss: (0.421)(R 0.416, F 0.426)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.558] [G acc: 0.109] 5435 [D loss: (0.522)(R 0.460, F 0.584)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.364] [G acc: 0.094] 5436 [D loss: (0.377)(R 0.367, F 0.388)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.469] [G acc: 0.078] 5437 [D loss: (0.526)(R 0.404, F 0.648)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.597] [G acc: 0.031] 5438 [D loss: (0.745)(R 0.725, F 0.764)] [D acc: (0.641)(0.594, 0.688)] [G loss: 1.361] [G acc: 0.078] 5439 [D loss: (0.456)(R 0.535, F 0.378)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.367] [G acc: 0.094] 5440 [D loss: (0.514)(R 0.559, F 0.470)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.265] [G acc: 0.141] 5441 [D loss: (0.537)(R 0.553, F 0.521)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.344] [G acc: 0.078] 5442 [D loss: (0.543)(R 0.525, F 0.562)] [D acc: (0.641)(0.609, 0.672)] [G loss: 1.348] [G acc: 0.094] 5443 [D loss: (0.603)(R 0.577, F 0.628)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.428] [G acc: 0.047] 5444 [D loss: (0.500)(R 0.485, F 0.515)] [D acc: (0.758)(0.672, 0.844)] [G loss: 1.332] [G acc: 0.125] 5445 [D loss: (0.465)(R 0.399, F 0.531)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.664] [G acc: 0.062] 5446 [D loss: (0.499)(R 0.506, F 0.491)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.501] [G acc: 0.062] 5447 [D loss: (0.497)(R 0.533, F 0.462)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.502] [G acc: 0.062] 5448 [D loss: (0.524)(R 0.595, F 0.453)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.571] [G acc: 0.094] 5449 [D loss: (0.480)(R 0.535, F 0.425)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.385] [G acc: 0.078] 5450 [D loss: (0.574)(R 0.502, F 0.646)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.404] [G acc: 0.156] 5451 [D loss: (0.611)(R 0.719, F 0.502)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.489] [G acc: 0.031] 5452 [D loss: (0.589)(R 0.637, F 0.541)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.318] [G acc: 0.062] 5453 [D loss: (0.565)(R 0.591, F 0.538)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.394] [G acc: 0.078] 5454 [D loss: (0.533)(R 0.591, F 0.474)] [D acc: (0.688)(0.562, 0.812)] [G loss: 1.465] [G acc: 0.109] 5455 [D loss: (0.530)(R 0.472, F 0.588)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.366] [G acc: 0.094] 5456 [D loss: (0.522)(R 0.594, F 0.450)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.376] [G acc: 0.109] 5457 [D loss: (0.574)(R 0.389, F 0.759)] [D acc: (0.758)(0.781, 0.734)] [G loss: 1.444] [G acc: 0.094] 5458 [D loss: (0.553)(R 0.697, F 0.409)] [D acc: (0.672)(0.484, 0.859)] [G loss: 1.379] [G acc: 0.125] 5459 [D loss: (0.568)(R 0.613, F 0.524)] [D acc: (0.711)(0.609, 0.812)] [G loss: 1.299] [G acc: 0.094] 5460 [D loss: (0.542)(R 0.633, F 0.450)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.318] [G acc: 0.141] 5461 [D loss: (0.596)(R 0.520, F 0.672)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.445] [G acc: 0.078] 5462 [D loss: (0.576)(R 0.695, F 0.457)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.350] [G acc: 0.125] 5463 [D loss: (0.547)(R 0.546, F 0.547)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.456] [G acc: 0.094] 5464 [D loss: (0.503)(R 0.556, F 0.450)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.367] [G acc: 0.109] 5465 [D loss: (0.479)(R 0.520, F 0.439)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.491] [G acc: 0.094] 5466 [D loss: (0.480)(R 0.566, F 0.394)] [D acc: (0.797)(0.688, 0.906)] [G loss: 1.418] [G acc: 0.141] 5467 [D loss: (0.548)(R 0.520, F 0.576)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.382] [G acc: 0.094] 5468 [D loss: (0.522)(R 0.561, F 0.484)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.464] [G acc: 0.109] 5469 [D loss: (0.552)(R 0.417, F 0.688)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.560] [G acc: 0.062] 5470 [D loss: (0.576)(R 0.679, F 0.472)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.461] [G acc: 0.109] 5471 [D loss: (0.491)(R 0.472, F 0.511)] [D acc: (0.781)(0.781, 0.781)] [G loss: 1.512] [G acc: 0.094] 5472 [D loss: (0.470)(R 0.448, F 0.492)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.561] [G acc: 0.078] 5473 [D loss: (0.463)(R 0.474, F 0.452)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.392] [G acc: 0.188] 5474 [D loss: (0.582)(R 0.658, F 0.505)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.433] [G acc: 0.125] 5475 [D loss: (0.553)(R 0.529, F 0.577)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.547] [G acc: 0.047] 5476 [D loss: (0.428)(R 0.384, F 0.472)] [D acc: (0.805)(0.781, 0.828)] [G loss: 1.523] [G acc: 0.109] 5477 [D loss: (0.513)(R 0.526, F 0.501)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.659] [G acc: 0.062] 5478 [D loss: (0.454)(R 0.489, F 0.419)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.680] [G acc: 0.047] 5479 [D loss: (0.550)(R 0.631, F 0.468)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.564] [G acc: 0.078] 5480 [D loss: (0.480)(R 0.548, F 0.411)] [D acc: (0.781)(0.656, 0.906)] [G loss: 1.545] [G acc: 0.094] 5481 [D loss: (0.589)(R 0.600, F 0.578)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.525] [G acc: 0.031] 5482 [D loss: (0.529)(R 0.626, F 0.432)] [D acc: (0.695)(0.578, 0.812)] [G loss: 1.596] [G acc: 0.078] 5483 [D loss: (0.424)(R 0.335, F 0.514)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.539] [G acc: 0.094] 5484 [D loss: (0.530)(R 0.531, F 0.528)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.647] [G acc: 0.062] 5485 [D loss: (0.483)(R 0.527, F 0.439)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.506] [G acc: 0.109] 5486 [D loss: (0.490)(R 0.435, F 0.544)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.616] [G acc: 0.078] 5487 [D loss: (0.422)(R 0.438, F 0.405)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.510] [G acc: 0.078] 5488 [D loss: (0.560)(R 0.564, F 0.557)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.433] [G acc: 0.125] 5489 [D loss: (0.526)(R 0.637, F 0.415)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.482] [G acc: 0.125] 5490 [D loss: (0.493)(R 0.395, F 0.590)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.230] [G acc: 0.219] 5491 [D loss: (0.507)(R 0.605, F 0.409)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.519] [G acc: 0.141] 5492 [D loss: (0.481)(R 0.430, F 0.532)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.449] [G acc: 0.078] 5493 [D loss: (0.525)(R 0.653, F 0.397)] [D acc: (0.773)(0.656, 0.891)] [G loss: 1.594] [G acc: 0.125] 5494 [D loss: (0.440)(R 0.408, F 0.473)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.519] [G acc: 0.062] 5495 [D loss: (0.585)(R 0.568, F 0.603)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.545] [G acc: 0.109] 5496 [D loss: (0.466)(R 0.502, F 0.431)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.429] [G acc: 0.203] 5497 [D loss: (0.518)(R 0.504, F 0.533)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.676] [G acc: 0.031] 5498 [D loss: (0.512)(R 0.566, F 0.458)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.546] [G acc: 0.125] 5499 [D loss: (0.491)(R 0.483, F 0.498)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.544] [G acc: 0.078] 5500 [D loss: (0.500)(R 0.514, F 0.487)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.600] [G acc: 0.094] 5501 [D loss: (0.567)(R 0.482, F 0.652)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.541] [G acc: 0.078] 5502 [D loss: (0.494)(R 0.600, F 0.389)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.460] [G acc: 0.078] 5503 [D loss: (0.472)(R 0.440, F 0.503)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.585] [G acc: 0.031] 5504 [D loss: (0.375)(R 0.370, F 0.380)] [D acc: (0.852)(0.812, 0.891)] [G loss: 1.581] [G acc: 0.109] 5505 [D loss: (0.503)(R 0.464, F 0.542)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.561] [G acc: 0.078] 5506 [D loss: (0.514)(R 0.571, F 0.456)] [D acc: (0.820)(0.750, 0.891)] [G loss: 1.457] [G acc: 0.094] 5507 [D loss: (0.507)(R 0.531, F 0.483)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.383] [G acc: 0.172] 5508 [D loss: (0.525)(R 0.511, F 0.539)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.428] [G acc: 0.094] 5509 [D loss: (0.518)(R 0.492, F 0.544)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.400] [G acc: 0.094] 5510 [D loss: (0.498)(R 0.550, F 0.446)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.515] [G acc: 0.156] 5511 [D loss: (0.500)(R 0.470, F 0.531)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.357] [G acc: 0.250] 5512 [D loss: (0.552)(R 0.499, F 0.604)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.628] [G acc: 0.109] 5513 [D loss: (0.515)(R 0.572, F 0.457)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.593] [G acc: 0.141] 5514 [D loss: (0.474)(R 0.485, F 0.463)] [D acc: (0.836)(0.781, 0.891)] [G loss: 1.667] [G acc: 0.125] 5515 [D loss: (0.455)(R 0.421, F 0.488)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.515] [G acc: 0.141] 5516 [D loss: (0.507)(R 0.526, F 0.489)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.704] [G acc: 0.047] 5517 [D loss: (0.583)(R 0.628, F 0.538)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.617] [G acc: 0.047] 5518 [D loss: (0.625)(R 0.516, F 0.734)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.544] [G acc: 0.047] 5519 [D loss: (0.611)(R 0.735, F 0.486)] [D acc: (0.680)(0.547, 0.812)] [G loss: 1.512] [G acc: 0.094] 5520 [D loss: (0.489)(R 0.504, F 0.475)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.464] [G acc: 0.078] 5521 [D loss: (0.465)(R 0.486, F 0.445)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.454] [G acc: 0.094] 5522 [D loss: (0.433)(R 0.364, F 0.502)] [D acc: (0.828)(0.812, 0.844)] [G loss: 1.469] [G acc: 0.156] 5523 [D loss: (0.579)(R 0.601, F 0.558)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.384] [G acc: 0.094] 5524 [D loss: (0.507)(R 0.545, F 0.469)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.539] [G acc: 0.094] 5525 [D loss: (0.533)(R 0.526, F 0.540)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.588] [G acc: 0.062] 5526 [D loss: (0.540)(R 0.482, F 0.597)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.626] [G acc: 0.062] 5527 [D loss: (0.551)(R 0.740, F 0.363)] [D acc: (0.727)(0.531, 0.922)] [G loss: 1.618] [G acc: 0.125] 5528 [D loss: (0.539)(R 0.571, F 0.508)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.409] [G acc: 0.094] 5529 [D loss: (0.463)(R 0.447, F 0.480)] [D acc: (0.820)(0.750, 0.891)] [G loss: 1.538] [G acc: 0.047] 5530 [D loss: (0.507)(R 0.492, F 0.523)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.396] [G acc: 0.219] 5531 [D loss: (0.475)(R 0.491, F 0.459)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.431] [G acc: 0.094] 5532 [D loss: (0.547)(R 0.580, F 0.515)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.413] [G acc: 0.062] 5533 [D loss: (0.522)(R 0.586, F 0.458)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.531] [G acc: 0.078] 5534 [D loss: (0.474)(R 0.552, F 0.397)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.521] [G acc: 0.109] 5535 [D loss: (0.567)(R 0.445, F 0.689)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.425] [G acc: 0.047] 5536 [D loss: (0.563)(R 0.595, F 0.531)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.362] [G acc: 0.078] 5537 [D loss: (0.560)(R 0.645, F 0.475)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.465] [G acc: 0.000] 5538 [D loss: (0.504)(R 0.511, F 0.498)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.421] [G acc: 0.109] 5539 [D loss: (0.468)(R 0.493, F 0.442)] [D acc: (0.781)(0.688, 0.875)] [G loss: 1.442] [G acc: 0.062] 5540 [D loss: (0.477)(R 0.397, F 0.556)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.461] [G acc: 0.062] 5541 [D loss: (0.491)(R 0.495, F 0.488)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.573] [G acc: 0.078] 5542 [D loss: (0.390)(R 0.380, F 0.399)] [D acc: (0.836)(0.797, 0.875)] [G loss: 1.656] [G acc: 0.062] 5543 [D loss: (0.461)(R 0.500, F 0.421)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.598] [G acc: 0.078] 5544 [D loss: (0.505)(R 0.435, F 0.576)] [D acc: (0.750)(0.766, 0.734)] [G loss: 1.660] [G acc: 0.062] 5545 [D loss: (0.556)(R 0.627, F 0.485)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.569] [G acc: 0.062] 5546 [D loss: (0.540)(R 0.590, F 0.490)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.694] [G acc: 0.031] 5547 [D loss: (0.519)(R 0.474, F 0.565)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.565] [G acc: 0.031] 5548 [D loss: (0.497)(R 0.522, F 0.472)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.529] [G acc: 0.094] 5549 [D loss: (0.466)(R 0.409, F 0.524)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.510] [G acc: 0.094] 5550 [D loss: (0.513)(R 0.514, F 0.512)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.448] [G acc: 0.062] 5551 [D loss: (0.475)(R 0.535, F 0.416)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.590] [G acc: 0.078] 5552 [D loss: (0.419)(R 0.478, F 0.361)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.410] [G acc: 0.172] 5553 [D loss: (0.508)(R 0.351, F 0.664)] [D acc: (0.766)(0.844, 0.688)] [G loss: 1.751] [G acc: 0.062] 5554 [D loss: (0.495)(R 0.624, F 0.366)] [D acc: (0.742)(0.562, 0.922)] [G loss: 1.466] [G acc: 0.062] 5555 [D loss: (0.575)(R 0.590, F 0.560)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.463] [G acc: 0.094] 5556 [D loss: (0.539)(R 0.456, F 0.623)] [D acc: (0.727)(0.766, 0.688)] [G loss: 1.547] [G acc: 0.094] 5557 [D loss: (0.592)(R 0.562, F 0.623)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.574] [G acc: 0.078] 5558 [D loss: (0.554)(R 0.682, F 0.427)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.338] [G acc: 0.078] 5559 [D loss: (0.602)(R 0.626, F 0.578)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.295] [G acc: 0.125] 5560 [D loss: (0.551)(R 0.635, F 0.466)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.353] [G acc: 0.094] 5561 [D loss: (0.466)(R 0.464, F 0.468)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.514] [G acc: 0.031] 5562 [D loss: (0.514)(R 0.559, F 0.469)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.317] [G acc: 0.094] 5563 [D loss: (0.428)(R 0.500, F 0.355)] [D acc: (0.828)(0.719, 0.938)] [G loss: 1.401] [G acc: 0.078] 5564 [D loss: (0.572)(R 0.605, F 0.539)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.609] [G acc: 0.047] 5565 [D loss: (0.506)(R 0.490, F 0.522)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.533] [G acc: 0.047] 5566 [D loss: (0.482)(R 0.486, F 0.479)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.562] [G acc: 0.109] 5567 [D loss: (0.523)(R 0.433, F 0.613)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.649] [G acc: 0.047] 5568 [D loss: (0.545)(R 0.697, F 0.393)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.554] [G acc: 0.078] 5569 [D loss: (0.482)(R 0.565, F 0.400)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.474] [G acc: 0.094] 5570 [D loss: (0.554)(R 0.567, F 0.542)] [D acc: (0.695)(0.672, 0.719)] [G loss: 1.443] [G acc: 0.078] 5571 [D loss: (0.491)(R 0.474, F 0.507)] [D acc: (0.812)(0.688, 0.938)] [G loss: 1.492] [G acc: 0.078] 5572 [D loss: (0.635)(R 0.505, F 0.765)] [D acc: (0.719)(0.719, 0.719)] [G loss: 1.545] [G acc: 0.031] 5573 [D loss: (0.586)(R 0.697, F 0.474)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.337] [G acc: 0.094] 5574 [D loss: (0.536)(R 0.573, F 0.498)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.627] [G acc: 0.000] 5575 [D loss: (0.543)(R 0.605, F 0.482)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.405] [G acc: 0.141] 5576 [D loss: (0.507)(R 0.480, F 0.535)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.324] [G acc: 0.125] 5577 [D loss: (0.579)(R 0.613, F 0.545)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.266] [G acc: 0.172] 5578 [D loss: (0.548)(R 0.478, F 0.619)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.714] [G acc: 0.047] 5579 [D loss: (0.539)(R 0.577, F 0.502)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.429] [G acc: 0.109] 5580 [D loss: (0.439)(R 0.511, F 0.367)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.653] [G acc: 0.062] 5581 [D loss: (0.529)(R 0.442, F 0.615)] [D acc: (0.773)(0.781, 0.766)] [G loss: 1.488] [G acc: 0.062] 5582 [D loss: (0.506)(R 0.452, F 0.560)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.545] [G acc: 0.031] 5583 [D loss: (0.552)(R 0.647, F 0.457)] [D acc: (0.656)(0.531, 0.781)] [G loss: 1.369] [G acc: 0.125] 5584 [D loss: (0.557)(R 0.581, F 0.533)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.587] [G acc: 0.062] 5585 [D loss: (0.535)(R 0.522, F 0.548)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.480] [G acc: 0.078] 5586 [D loss: (0.530)(R 0.531, F 0.528)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.395] [G acc: 0.094] 5587 [D loss: (0.494)(R 0.547, F 0.440)] [D acc: (0.797)(0.672, 0.922)] [G loss: 1.236] [G acc: 0.141] 5588 [D loss: (0.522)(R 0.517, F 0.528)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.401] [G acc: 0.156] 5589 [D loss: (0.532)(R 0.488, F 0.577)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.497] [G acc: 0.094] 5590 [D loss: (0.468)(R 0.457, F 0.480)] [D acc: (0.781)(0.750, 0.812)] [G loss: 1.421] [G acc: 0.125] 5591 [D loss: (0.503)(R 0.577, F 0.430)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.515] [G acc: 0.062] 5592 [D loss: (0.488)(R 0.519, F 0.457)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.509] [G acc: 0.094] 5593 [D loss: (0.526)(R 0.541, F 0.511)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.387] [G acc: 0.078] 5594 [D loss: (0.533)(R 0.592, F 0.475)] [D acc: (0.703)(0.594, 0.812)] [G loss: 1.651] [G acc: 0.078] 5595 [D loss: (0.511)(R 0.517, F 0.505)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.430] [G acc: 0.094] 5596 [D loss: (0.497)(R 0.526, F 0.469)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.499] [G acc: 0.078] 5597 [D loss: (0.598)(R 0.494, F 0.701)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.566] [G acc: 0.047] 5598 [D loss: (0.589)(R 0.708, F 0.470)] [D acc: (0.672)(0.484, 0.859)] [G loss: 1.465] [G acc: 0.094] 5599 [D loss: (0.542)(R 0.583, F 0.501)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.238] [G acc: 0.141] 5600 [D loss: (0.527)(R 0.510, F 0.544)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.402] [G acc: 0.078] 5601 [D loss: (0.547)(R 0.516, F 0.578)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.346] [G acc: 0.156] 5602 [D loss: (0.490)(R 0.485, F 0.496)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.422] [G acc: 0.109] 5603 [D loss: (0.534)(R 0.542, F 0.526)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.416] [G acc: 0.125] 5604 [D loss: (0.532)(R 0.599, F 0.465)] [D acc: (0.695)(0.609, 0.781)] [G loss: 1.364] [G acc: 0.094] 5605 [D loss: (0.554)(R 0.576, F 0.531)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.399] [G acc: 0.125] 5606 [D loss: (0.457)(R 0.471, F 0.444)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.388] [G acc: 0.125] 5607 [D loss: (0.487)(R 0.518, F 0.456)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.459] [G acc: 0.094] 5608 [D loss: (0.531)(R 0.616, F 0.446)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.228] [G acc: 0.141] 5609 [D loss: (0.498)(R 0.479, F 0.517)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.668] [G acc: 0.094] 5610 [D loss: (0.468)(R 0.502, F 0.435)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.387] [G acc: 0.109] 5611 [D loss: (0.610)(R 0.540, F 0.680)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.559] [G acc: 0.078] 5612 [D loss: (0.479)(R 0.511, F 0.447)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.564] [G acc: 0.094] 5613 [D loss: (0.615)(R 0.652, F 0.578)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.428] [G acc: 0.078] 5614 [D loss: (0.485)(R 0.540, F 0.430)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.508] [G acc: 0.094] 5615 [D loss: (0.486)(R 0.443, F 0.530)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.563] [G acc: 0.047] 5616 [D loss: (0.572)(R 0.522, F 0.622)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.386] [G acc: 0.125] 5617 [D loss: (0.635)(R 0.688, F 0.582)] [D acc: (0.719)(0.594, 0.844)] [G loss: 1.471] [G acc: 0.047] 5618 [D loss: (0.532)(R 0.555, F 0.509)] [D acc: (0.719)(0.656, 0.781)] [G loss: 1.528] [G acc: 0.078] 5619 [D loss: (0.598)(R 0.587, F 0.609)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.432] [G acc: 0.078] 5620 [D loss: (0.530)(R 0.624, F 0.435)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.374] [G acc: 0.125] 5621 [D loss: (0.478)(R 0.473, F 0.482)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.392] [G acc: 0.109] 5622 [D loss: (0.563)(R 0.558, F 0.568)] [D acc: (0.680)(0.641, 0.719)] [G loss: 1.161] [G acc: 0.109] 5623 [D loss: (0.472)(R 0.528, F 0.417)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.430] [G acc: 0.094] 5624 [D loss: (0.524)(R 0.480, F 0.567)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.405] [G acc: 0.125] 5625 [D loss: (0.498)(R 0.498, F 0.497)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.416] [G acc: 0.125] 5626 [D loss: (0.443)(R 0.441, F 0.446)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.416] [G acc: 0.141] 5627 [D loss: (0.507)(R 0.458, F 0.555)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.552] [G acc: 0.062] 5628 [D loss: (0.486)(R 0.567, F 0.404)] [D acc: (0.766)(0.641, 0.891)] [G loss: 1.511] [G acc: 0.078] 5629 [D loss: (0.476)(R 0.544, F 0.408)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.549] [G acc: 0.062] 5630 [D loss: (0.420)(R 0.443, F 0.397)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.369] [G acc: 0.172] 5631 [D loss: (0.499)(R 0.562, F 0.436)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.509] [G acc: 0.047] 5632 [D loss: (0.480)(R 0.549, F 0.412)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.522] [G acc: 0.203] 5633 [D loss: (0.460)(R 0.413, F 0.508)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.493] [G acc: 0.062] 5634 [D loss: (0.571)(R 0.616, F 0.525)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.516] [G acc: 0.094] 5635 [D loss: (0.515)(R 0.450, F 0.581)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.587] [G acc: 0.094] 5636 [D loss: (0.613)(R 0.554, F 0.672)] [D acc: (0.688)(0.672, 0.703)] [G loss: 1.654] [G acc: 0.078] 5637 [D loss: (0.491)(R 0.484, F 0.498)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.736] [G acc: 0.047] 5638 [D loss: (0.595)(R 0.749, F 0.441)] [D acc: (0.695)(0.531, 0.859)] [G loss: 1.568] [G acc: 0.047] 5639 [D loss: (0.555)(R 0.595, F 0.515)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.589] [G acc: 0.031] 5640 [D loss: (0.459)(R 0.449, F 0.470)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.516] [G acc: 0.094] 5641 [D loss: (0.471)(R 0.525, F 0.418)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.466] [G acc: 0.125] 5642 [D loss: (0.566)(R 0.475, F 0.656)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.587] [G acc: 0.047] 5643 [D loss: (0.623)(R 0.791, F 0.455)] [D acc: (0.672)(0.516, 0.828)] [G loss: 1.385] [G acc: 0.078] 5644 [D loss: (0.478)(R 0.432, F 0.524)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.339] [G acc: 0.078] 5645 [D loss: (0.475)(R 0.481, F 0.470)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.268] [G acc: 0.156] 5646 [D loss: (0.485)(R 0.489, F 0.481)] [D acc: (0.781)(0.703, 0.859)] [G loss: 1.412] [G acc: 0.094] 5647 [D loss: (0.607)(R 0.512, F 0.701)] [D acc: (0.672)(0.688, 0.656)] [G loss: 1.531] [G acc: 0.047] 5648 [D loss: (0.592)(R 0.667, F 0.518)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.438] [G acc: 0.078] 5649 [D loss: (0.579)(R 0.662, F 0.496)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.461] [G acc: 0.047] 5650 [D loss: (0.570)(R 0.663, F 0.477)] [D acc: (0.711)(0.547, 0.875)] [G loss: 1.548] [G acc: 0.047] 5651 [D loss: (0.468)(R 0.526, F 0.409)] [D acc: (0.773)(0.641, 0.906)] [G loss: 1.453] [G acc: 0.047] 5652 [D loss: (0.487)(R 0.509, F 0.465)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.420] [G acc: 0.094] 5653 [D loss: (0.553)(R 0.707, F 0.398)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.432] [G acc: 0.141] 5654 [D loss: (0.515)(R 0.432, F 0.598)] [D acc: (0.742)(0.797, 0.688)] [G loss: 1.535] [G acc: 0.031] 5655 [D loss: (0.567)(R 0.518, F 0.616)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.458] [G acc: 0.109] 5656 [D loss: (0.582)(R 0.649, F 0.514)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.617] [G acc: 0.031] 5657 [D loss: (0.590)(R 0.730, F 0.451)] [D acc: (0.664)(0.500, 0.828)] [G loss: 1.384] [G acc: 0.109] 5658 [D loss: (0.558)(R 0.478, F 0.638)] [D acc: (0.680)(0.703, 0.656)] [G loss: 1.436] [G acc: 0.078] 5659 [D loss: (0.487)(R 0.548, F 0.426)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.343] [G acc: 0.094] 5660 [D loss: (0.503)(R 0.522, F 0.484)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.459] [G acc: 0.078] 5661 [D loss: (0.551)(R 0.649, F 0.453)] [D acc: (0.703)(0.547, 0.859)] [G loss: 1.353] [G acc: 0.125] 5662 [D loss: (0.491)(R 0.443, F 0.538)] [D acc: (0.742)(0.750, 0.734)] [G loss: 1.304] [G acc: 0.172] 5663 [D loss: (0.538)(R 0.415, F 0.662)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.473] [G acc: 0.094] 5664 [D loss: (0.392)(R 0.427, F 0.357)] [D acc: (0.852)(0.766, 0.938)] [G loss: 1.488] [G acc: 0.078] 5665 [D loss: (0.477)(R 0.458, F 0.495)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.441] [G acc: 0.062] 5666 [D loss: (0.487)(R 0.469, F 0.504)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.389] [G acc: 0.109] 5667 [D loss: (0.569)(R 0.491, F 0.647)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.478] [G acc: 0.047] 5668 [D loss: (0.500)(R 0.491, F 0.508)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.581] [G acc: 0.047] 5669 [D loss: (0.521)(R 0.621, F 0.421)] [D acc: (0.750)(0.609, 0.891)] [G loss: 1.548] [G acc: 0.094] 5670 [D loss: (0.507)(R 0.622, F 0.391)] [D acc: (0.766)(0.625, 0.906)] [G loss: 1.461] [G acc: 0.078] 5671 [D loss: (0.592)(R 0.559, F 0.625)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.436] [G acc: 0.094] 5672 [D loss: (0.522)(R 0.538, F 0.506)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.419] [G acc: 0.125] 5673 [D loss: (0.494)(R 0.472, F 0.516)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.545] [G acc: 0.062] 5674 [D loss: (0.543)(R 0.598, F 0.489)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.318] [G acc: 0.125] 5675 [D loss: (0.514)(R 0.587, F 0.440)] [D acc: (0.719)(0.562, 0.875)] [G loss: 1.417] [G acc: 0.078] 5676 [D loss: (0.481)(R 0.540, F 0.422)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.471] [G acc: 0.109] 5677 [D loss: (0.504)(R 0.504, F 0.503)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.304] [G acc: 0.172] 5678 [D loss: (0.551)(R 0.563, F 0.538)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.504] [G acc: 0.062] 5679 [D loss: (0.513)(R 0.445, F 0.581)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.585] [G acc: 0.094] 5680 [D loss: (0.573)(R 0.618, F 0.528)] [D acc: (0.664)(0.578, 0.750)] [G loss: 1.294] [G acc: 0.203] 5681 [D loss: (0.550)(R 0.629, F 0.471)] [D acc: (0.672)(0.578, 0.766)] [G loss: 1.453] [G acc: 0.062] 5682 [D loss: (0.482)(R 0.469, F 0.495)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.442] [G acc: 0.078] 5683 [D loss: (0.536)(R 0.484, F 0.588)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.422] [G acc: 0.062] 5684 [D loss: (0.454)(R 0.463, F 0.446)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.332] [G acc: 0.109] 5685 [D loss: (0.535)(R 0.660, F 0.411)] [D acc: (0.727)(0.578, 0.875)] [G loss: 1.347] [G acc: 0.188] 5686 [D loss: (0.625)(R 0.292, F 0.958)] [D acc: (0.758)(0.875, 0.641)] [G loss: 1.805] [G acc: 0.016] 5687 [D loss: (0.506)(R 0.607, F 0.405)] [D acc: (0.750)(0.594, 0.906)] [G loss: 1.343] [G acc: 0.094] 5688 [D loss: (0.502)(R 0.601, F 0.402)] [D acc: (0.805)(0.703, 0.906)] [G loss: 1.376] [G acc: 0.109] 5689 [D loss: (0.495)(R 0.443, F 0.546)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.620] [G acc: 0.094] 5690 [D loss: (0.610)(R 0.672, F 0.549)] [D acc: (0.680)(0.578, 0.781)] [G loss: 1.528] [G acc: 0.094] 5691 [D loss: (0.472)(R 0.562, F 0.382)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.343] [G acc: 0.125] 5692 [D loss: (0.545)(R 0.473, F 0.617)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.636] [G acc: 0.094] 5693 [D loss: (0.484)(R 0.505, F 0.462)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.581] [G acc: 0.016] 5694 [D loss: (0.528)(R 0.583, F 0.472)] [D acc: (0.773)(0.641, 0.906)] [G loss: 1.369] [G acc: 0.109] 5695 [D loss: (0.418)(R 0.440, F 0.397)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.440] [G acc: 0.078] 5696 [D loss: (0.420)(R 0.375, F 0.464)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.671] [G acc: 0.078] 5697 [D loss: (0.520)(R 0.521, F 0.518)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.598] [G acc: 0.078] 5698 [D loss: (0.487)(R 0.460, F 0.514)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.634] [G acc: 0.078] 5699 [D loss: (0.586)(R 0.628, F 0.544)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.663] [G acc: 0.047] 5700 [D loss: (0.538)(R 0.588, F 0.488)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.625] [G acc: 0.047] 5701 [D loss: (0.490)(R 0.522, F 0.459)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.388] [G acc: 0.094] 5702 [D loss: (0.458)(R 0.473, F 0.443)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.486] [G acc: 0.188] 5703 [D loss: (0.548)(R 0.544, F 0.551)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.420] [G acc: 0.109] 5704 [D loss: (0.443)(R 0.456, F 0.429)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.598] [G acc: 0.062] 5705 [D loss: (0.458)(R 0.535, F 0.380)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.402] [G acc: 0.188] 5706 [D loss: (0.448)(R 0.406, F 0.490)] [D acc: (0.797)(0.812, 0.781)] [G loss: 1.420] [G acc: 0.141] 5707 [D loss: (0.581)(R 0.516, F 0.647)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.534] [G acc: 0.094] 5708 [D loss: (0.540)(R 0.657, F 0.423)] [D acc: (0.719)(0.578, 0.859)] [G loss: 1.516] [G acc: 0.094] 5709 [D loss: (0.462)(R 0.536, F 0.388)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.445] [G acc: 0.125] 5710 [D loss: (0.429)(R 0.415, F 0.442)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.741] [G acc: 0.078] 5711 [D loss: (0.466)(R 0.499, F 0.433)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.576] [G acc: 0.031] 5712 [D loss: (0.527)(R 0.512, F 0.541)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.510] [G acc: 0.094] 5713 [D loss: (0.553)(R 0.649, F 0.457)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.276] [G acc: 0.188] 5714 [D loss: (0.670)(R 0.670, F 0.670)] [D acc: (0.664)(0.609, 0.719)] [G loss: 1.496] [G acc: 0.094] 5715 [D loss: (0.468)(R 0.525, F 0.411)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.490] [G acc: 0.125] 5716 [D loss: (0.437)(R 0.418, F 0.456)] [D acc: (0.812)(0.766, 0.859)] [G loss: 1.379] [G acc: 0.109] 5717 [D loss: (0.533)(R 0.438, F 0.628)] [D acc: (0.773)(0.734, 0.812)] [G loss: 1.483] [G acc: 0.094] 5718 [D loss: (0.474)(R 0.508, F 0.441)] [D acc: (0.805)(0.719, 0.891)] [G loss: 1.464] [G acc: 0.094] 5719 [D loss: (0.570)(R 0.685, F 0.455)] [D acc: (0.688)(0.531, 0.844)] [G loss: 1.430] [G acc: 0.094] 5720 [D loss: (0.578)(R 0.670, F 0.486)] [D acc: (0.664)(0.531, 0.797)] [G loss: 1.516] [G acc: 0.078] 5721 [D loss: (0.511)(R 0.524, F 0.498)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.587] [G acc: 0.078] 5722 [D loss: (0.475)(R 0.497, F 0.453)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.522] [G acc: 0.094] 5723 [D loss: (0.452)(R 0.456, F 0.448)] [D acc: (0.773)(0.750, 0.797)] [G loss: 1.700] [G acc: 0.094] 5724 [D loss: (0.533)(R 0.562, F 0.503)] [D acc: (0.695)(0.625, 0.766)] [G loss: 1.399] [G acc: 0.094] 5725 [D loss: (0.555)(R 0.601, F 0.510)] [D acc: (0.711)(0.625, 0.797)] [G loss: 1.672] [G acc: 0.047] 5726 [D loss: (0.494)(R 0.573, F 0.414)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.550] [G acc: 0.078] 5727 [D loss: (0.788)(R 0.642, F 0.935)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.624] [G acc: 0.062] 5728 [D loss: (0.539)(R 0.683, F 0.394)] [D acc: (0.664)(0.469, 0.859)] [G loss: 1.417] [G acc: 0.109] 5729 [D loss: (0.441)(R 0.459, F 0.423)] [D acc: (0.836)(0.781, 0.891)] [G loss: 1.268] [G acc: 0.125] 5730 [D loss: (0.438)(R 0.426, F 0.449)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.482] [G acc: 0.094] 5731 [D loss: (0.566)(R 0.605, F 0.528)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.455] [G acc: 0.125] 5732 [D loss: (0.523)(R 0.584, F 0.463)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.360] [G acc: 0.094] 5733 [D loss: (0.530)(R 0.591, F 0.469)] [D acc: (0.703)(0.609, 0.797)] [G loss: 1.360] [G acc: 0.172] 5734 [D loss: (0.398)(R 0.348, F 0.447)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.490] [G acc: 0.000] 5735 [D loss: (0.469)(R 0.398, F 0.541)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.766] [G acc: 0.047] 5736 [D loss: (0.497)(R 0.575, F 0.420)] [D acc: (0.797)(0.656, 0.938)] [G loss: 1.621] [G acc: 0.109] 5737 [D loss: (0.547)(R 0.498, F 0.596)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.506] [G acc: 0.109] 5738 [D loss: (0.433)(R 0.425, F 0.440)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.529] [G acc: 0.062] 5739 [D loss: (0.550)(R 0.539, F 0.561)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.491] [G acc: 0.141] 5740 [D loss: (0.427)(R 0.416, F 0.437)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.518] [G acc: 0.141] 5741 [D loss: (0.523)(R 0.594, F 0.453)] [D acc: (0.766)(0.672, 0.859)] [G loss: 1.277] [G acc: 0.156] 5742 [D loss: (0.416)(R 0.454, F 0.378)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.393] [G acc: 0.109] 5743 [D loss: (0.470)(R 0.536, F 0.403)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.336] [G acc: 0.203] 5744 [D loss: (0.565)(R 0.520, F 0.610)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.667] [G acc: 0.125] 5745 [D loss: (0.447)(R 0.465, F 0.429)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.652] [G acc: 0.078] 5746 [D loss: (0.439)(R 0.381, F 0.498)] [D acc: (0.836)(0.812, 0.859)] [G loss: 1.530] [G acc: 0.141] 5747 [D loss: (0.559)(R 0.620, F 0.497)] [D acc: (0.695)(0.594, 0.797)] [G loss: 1.501] [G acc: 0.141] 5748 [D loss: (0.649)(R 0.490, F 0.808)] [D acc: (0.688)(0.688, 0.688)] [G loss: 1.589] [G acc: 0.078] 5749 [D loss: (0.536)(R 0.660, F 0.413)] [D acc: (0.719)(0.547, 0.891)] [G loss: 1.558] [G acc: 0.078] 5750 [D loss: (0.514)(R 0.559, F 0.468)] [D acc: (0.719)(0.641, 0.797)] [G loss: 1.361] [G acc: 0.078] 5751 [D loss: (0.510)(R 0.482, F 0.538)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.600] [G acc: 0.109] 5752 [D loss: (0.473)(R 0.509, F 0.437)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.399] [G acc: 0.078] 5753 [D loss: (0.419)(R 0.441, F 0.398)] [D acc: (0.828)(0.766, 0.891)] [G loss: 1.570] [G acc: 0.094] 5754 [D loss: (0.485)(R 0.487, F 0.483)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.638] [G acc: 0.094] 5755 [D loss: (0.426)(R 0.439, F 0.413)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.542] [G acc: 0.078] 5756 [D loss: (0.585)(R 0.542, F 0.627)] [D acc: (0.734)(0.719, 0.750)] [G loss: 1.652] [G acc: 0.047] 5757 [D loss: (0.457)(R 0.477, F 0.437)] [D acc: (0.836)(0.734, 0.938)] [G loss: 1.459] [G acc: 0.125] 5758 [D loss: (0.478)(R 0.513, F 0.442)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.444] [G acc: 0.125] 5759 [D loss: (0.450)(R 0.482, F 0.417)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.579] [G acc: 0.078] 5760 [D loss: (0.523)(R 0.537, F 0.510)] [D acc: (0.727)(0.703, 0.750)] [G loss: 1.562] [G acc: 0.062] 5761 [D loss: (0.541)(R 0.558, F 0.524)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.504] [G acc: 0.062] 5762 [D loss: (0.529)(R 0.476, F 0.582)] [D acc: (0.688)(0.703, 0.672)] [G loss: 1.599] [G acc: 0.047] 5763 [D loss: (0.609)(R 0.650, F 0.568)] [D acc: (0.664)(0.594, 0.734)] [G loss: 1.525] [G acc: 0.109] 5764 [D loss: (0.552)(R 0.614, F 0.490)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.375] [G acc: 0.062] 5765 [D loss: (0.512)(R 0.620, F 0.404)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.423] [G acc: 0.172] 5766 [D loss: (0.585)(R 0.574, F 0.597)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.489] [G acc: 0.031] 5767 [D loss: (0.424)(R 0.459, F 0.389)] [D acc: (0.797)(0.703, 0.891)] [G loss: 1.469] [G acc: 0.094] 5768 [D loss: (0.515)(R 0.489, F 0.541)] [D acc: (0.695)(0.656, 0.734)] [G loss: 1.481] [G acc: 0.031] 5769 [D loss: (0.604)(R 0.740, F 0.468)] [D acc: (0.727)(0.562, 0.891)] [G loss: 1.531] [G acc: 0.031] 5770 [D loss: (0.392)(R 0.376, F 0.408)] [D acc: (0.836)(0.781, 0.891)] [G loss: 1.416] [G acc: 0.078] 5771 [D loss: (0.388)(R 0.421, F 0.355)] [D acc: (0.812)(0.719, 0.906)] [G loss: 1.286] [G acc: 0.125] 5772 [D loss: (0.511)(R 0.399, F 0.622)] [D acc: (0.797)(0.812, 0.781)] [G loss: 1.561] [G acc: 0.078] 5773 [D loss: (0.499)(R 0.491, F 0.507)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.523] [G acc: 0.062] 5774 [D loss: (0.559)(R 0.660, F 0.459)] [D acc: (0.688)(0.609, 0.766)] [G loss: 1.484] [G acc: 0.062] 5775 [D loss: (0.432)(R 0.454, F 0.410)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.595] [G acc: 0.109] 5776 [D loss: (0.532)(R 0.581, F 0.482)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.467] [G acc: 0.109] 5777 [D loss: (0.488)(R 0.415, F 0.560)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.384] [G acc: 0.156] 5778 [D loss: (0.478)(R 0.471, F 0.486)] [D acc: (0.727)(0.656, 0.797)] [G loss: 1.425] [G acc: 0.031] 5779 [D loss: (0.458)(R 0.447, F 0.470)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.428] [G acc: 0.094] 5780 [D loss: (0.552)(R 0.547, F 0.556)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.653] [G acc: 0.016] 5781 [D loss: (0.476)(R 0.482, F 0.470)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.533] [G acc: 0.078] 5782 [D loss: (0.559)(R 0.597, F 0.522)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.496] [G acc: 0.094] 5783 [D loss: (0.568)(R 0.550, F 0.585)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.751] [G acc: 0.062] 5784 [D loss: (0.480)(R 0.584, F 0.376)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.292] [G acc: 0.094] 5785 [D loss: (0.530)(R 0.584, F 0.476)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.588] [G acc: 0.125] 5786 [D loss: (0.531)(R 0.562, F 0.500)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.433] [G acc: 0.109] 5787 [D loss: (0.461)(R 0.563, F 0.359)] [D acc: (0.805)(0.688, 0.922)] [G loss: 1.407] [G acc: 0.141] 5788 [D loss: (0.448)(R 0.481, F 0.415)] [D acc: (0.820)(0.719, 0.922)] [G loss: 1.567] [G acc: 0.078] 5789 [D loss: (0.538)(R 0.481, F 0.595)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.498] [G acc: 0.125] 5790 [D loss: (0.460)(R 0.546, F 0.374)] [D acc: (0.781)(0.641, 0.922)] [G loss: 1.584] [G acc: 0.031] 5791 [D loss: (0.640)(R 0.724, F 0.555)] [D acc: (0.648)(0.562, 0.734)] [G loss: 1.406] [G acc: 0.125] 5792 [D loss: (0.570)(R 0.550, F 0.589)] [D acc: (0.711)(0.672, 0.750)] [G loss: 1.456] [G acc: 0.094] 5793 [D loss: (0.502)(R 0.584, F 0.420)] [D acc: (0.758)(0.609, 0.906)] [G loss: 1.438] [G acc: 0.094] 5794 [D loss: (0.511)(R 0.509, F 0.514)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.486] [G acc: 0.062] 5795 [D loss: (0.486)(R 0.602, F 0.369)] [D acc: (0.742)(0.625, 0.859)] [G loss: 1.440] [G acc: 0.094] 5796 [D loss: (0.435)(R 0.452, F 0.417)] [D acc: (0.828)(0.766, 0.891)] [G loss: 1.443] [G acc: 0.125] 5797 [D loss: (0.440)(R 0.412, F 0.468)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.294] [G acc: 0.109] 5798 [D loss: (0.522)(R 0.340, F 0.704)] [D acc: (0.766)(0.797, 0.734)] [G loss: 1.491] [G acc: 0.031] 5799 [D loss: (0.472)(R 0.525, F 0.420)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.529] [G acc: 0.078] 5800 [D loss: (0.565)(R 0.474, F 0.657)] [D acc: (0.742)(0.766, 0.719)] [G loss: 1.452] [G acc: 0.078] 5801 [D loss: (0.464)(R 0.501, F 0.427)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.589] [G acc: 0.125] 5802 [D loss: (0.566)(R 0.580, F 0.553)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.520] [G acc: 0.078] 5803 [D loss: (0.531)(R 0.588, F 0.474)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.531] [G acc: 0.109] 5804 [D loss: (0.423)(R 0.365, F 0.481)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.645] [G acc: 0.047] 5805 [D loss: (0.477)(R 0.578, F 0.375)] [D acc: (0.789)(0.672, 0.906)] [G loss: 1.617] [G acc: 0.062] 5806 [D loss: (0.598)(R 0.561, F 0.636)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.479] [G acc: 0.094] 5807 [D loss: (0.518)(R 0.560, F 0.477)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.479] [G acc: 0.094] 5808 [D loss: (0.496)(R 0.621, F 0.372)] [D acc: (0.719)(0.562, 0.875)] [G loss: 1.556] [G acc: 0.078] 5809 [D loss: (0.460)(R 0.505, F 0.414)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.509] [G acc: 0.078] 5810 [D loss: (0.575)(R 0.610, F 0.541)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.475] [G acc: 0.109] 5811 [D loss: (0.446)(R 0.392, F 0.500)] [D acc: (0.789)(0.781, 0.797)] [G loss: 1.498] [G acc: 0.062] 5812 [D loss: (0.454)(R 0.448, F 0.459)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.429] [G acc: 0.156] 5813 [D loss: (0.483)(R 0.641, F 0.325)] [D acc: (0.773)(0.625, 0.922)] [G loss: 1.476] [G acc: 0.078] 5814 [D loss: (0.554)(R 0.436, F 0.671)] [D acc: (0.734)(0.688, 0.781)] [G loss: 1.509] [G acc: 0.016] 5815 [D loss: (0.543)(R 0.581, F 0.505)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.622] [G acc: 0.031] 5816 [D loss: (0.549)(R 0.612, F 0.485)] [D acc: (0.711)(0.656, 0.766)] [G loss: 1.378] [G acc: 0.141] 5817 [D loss: (0.547)(R 0.512, F 0.582)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.543] [G acc: 0.094] 5818 [D loss: (0.556)(R 0.486, F 0.627)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.432] [G acc: 0.094] 5819 [D loss: (0.520)(R 0.659, F 0.381)] [D acc: (0.719)(0.609, 0.828)] [G loss: 1.528] [G acc: 0.094] 5820 [D loss: (0.554)(R 0.566, F 0.542)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.310] [G acc: 0.141] 5821 [D loss: (0.418)(R 0.327, F 0.510)] [D acc: (0.805)(0.797, 0.812)] [G loss: 1.482] [G acc: 0.078] 5822 [D loss: (0.496)(R 0.608, F 0.383)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.557] [G acc: 0.078] 5823 [D loss: (0.509)(R 0.498, F 0.519)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.746] [G acc: 0.078] 5824 [D loss: (0.608)(R 0.539, F 0.676)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.680] [G acc: 0.109] 5825 [D loss: (0.426)(R 0.487, F 0.365)] [D acc: (0.789)(0.688, 0.891)] [G loss: 1.427] [G acc: 0.094] 5826 [D loss: (0.609)(R 0.584, F 0.634)] [D acc: (0.680)(0.625, 0.734)] [G loss: 1.507] [G acc: 0.156] 5827 [D loss: (0.523)(R 0.579, F 0.467)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.406] [G acc: 0.172] 5828 [D loss: (0.458)(R 0.490, F 0.425)] [D acc: (0.820)(0.719, 0.922)] [G loss: 1.458] [G acc: 0.031] 5829 [D loss: (0.485)(R 0.503, F 0.468)] [D acc: (0.812)(0.750, 0.875)] [G loss: 1.553] [G acc: 0.141] 5830 [D loss: (0.451)(R 0.418, F 0.483)] [D acc: (0.789)(0.766, 0.812)] [G loss: 1.377] [G acc: 0.141] 5831 [D loss: (0.498)(R 0.486, F 0.510)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.723] [G acc: 0.016] 5832 [D loss: (0.462)(R 0.526, F 0.398)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.652] [G acc: 0.078] 5833 [D loss: (0.558)(R 0.590, F 0.526)] [D acc: (0.688)(0.625, 0.750)] [G loss: 1.511] [G acc: 0.078] 5834 [D loss: (0.527)(R 0.580, F 0.474)] [D acc: (0.734)(0.641, 0.828)] [G loss: 1.265] [G acc: 0.188] 5835 [D loss: (0.467)(R 0.338, F 0.596)] [D acc: (0.773)(0.828, 0.719)] [G loss: 1.680] [G acc: 0.062] 5836 [D loss: (0.535)(R 0.565, F 0.505)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.541] [G acc: 0.062] 5837 [D loss: (0.470)(R 0.481, F 0.459)] [D acc: (0.789)(0.703, 0.875)] [G loss: 1.602] [G acc: 0.078] 5838 [D loss: (0.557)(R 0.615, F 0.500)] [D acc: (0.672)(0.547, 0.797)] [G loss: 1.636] [G acc: 0.078] 5839 [D loss: (0.550)(R 0.684, F 0.416)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.522] [G acc: 0.047] 5840 [D loss: (0.533)(R 0.498, F 0.568)] [D acc: (0.742)(0.734, 0.750)] [G loss: 1.433] [G acc: 0.031] 5841 [D loss: (0.456)(R 0.435, F 0.477)] [D acc: (0.805)(0.766, 0.844)] [G loss: 1.469] [G acc: 0.078] 5842 [D loss: (0.512)(R 0.471, F 0.552)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.449] [G acc: 0.078] 5843 [D loss: (0.403)(R 0.406, F 0.400)] [D acc: (0.836)(0.781, 0.891)] [G loss: 1.427] [G acc: 0.078] 5844 [D loss: (0.498)(R 0.397, F 0.599)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.579] [G acc: 0.078] 5845 [D loss: (0.597)(R 0.529, F 0.665)] [D acc: (0.711)(0.688, 0.734)] [G loss: 1.615] [G acc: 0.047] 5846 [D loss: (0.381)(R 0.407, F 0.354)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.449] [G acc: 0.109] 5847 [D loss: (0.564)(R 0.489, F 0.640)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.517] [G acc: 0.109] 5848 [D loss: (0.532)(R 0.643, F 0.420)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.495] [G acc: 0.109] 5849 [D loss: (0.550)(R 0.615, F 0.485)] [D acc: (0.758)(0.641, 0.875)] [G loss: 1.487] [G acc: 0.047] 5850 [D loss: (0.434)(R 0.447, F 0.422)] [D acc: (0.820)(0.766, 0.875)] [G loss: 1.732] [G acc: 0.016] 5851 [D loss: (0.512)(R 0.526, F 0.499)] [D acc: (0.789)(0.656, 0.922)] [G loss: 1.530] [G acc: 0.062] 5852 [D loss: (0.473)(R 0.501, F 0.446)] [D acc: (0.789)(0.719, 0.859)] [G loss: 1.493] [G acc: 0.125] 5853 [D loss: (0.519)(R 0.440, F 0.598)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.604] [G acc: 0.094] 5854 [D loss: (0.520)(R 0.519, F 0.521)] [D acc: (0.680)(0.672, 0.688)] [G loss: 1.585] [G acc: 0.031] 5855 [D loss: (0.530)(R 0.529, F 0.530)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.548] [G acc: 0.078] 5856 [D loss: (0.567)(R 0.644, F 0.490)] [D acc: (0.695)(0.562, 0.828)] [G loss: 1.487] [G acc: 0.016] 5857 [D loss: (0.460)(R 0.411, F 0.509)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.613] [G acc: 0.094] 5858 [D loss: (0.510)(R 0.584, F 0.436)] [D acc: (0.727)(0.625, 0.828)] [G loss: 1.508] [G acc: 0.125] 5859 [D loss: (0.611)(R 0.697, F 0.524)] [D acc: (0.633)(0.531, 0.734)] [G loss: 1.309] [G acc: 0.156] 5860 [D loss: (0.498)(R 0.500, F 0.496)] [D acc: (0.797)(0.750, 0.844)] [G loss: 1.436] [G acc: 0.141] 5861 [D loss: (0.543)(R 0.612, F 0.474)] [D acc: (0.773)(0.672, 0.875)] [G loss: 1.418] [G acc: 0.109] 5862 [D loss: (0.521)(R 0.563, F 0.480)] [D acc: (0.773)(0.688, 0.859)] [G loss: 1.467] [G acc: 0.062] 5863 [D loss: (0.610)(R 0.570, F 0.650)] [D acc: (0.672)(0.656, 0.688)] [G loss: 1.438] [G acc: 0.094] 5864 [D loss: (0.584)(R 0.730, F 0.438)] [D acc: (0.688)(0.484, 0.891)] [G loss: 1.289] [G acc: 0.125] 5865 [D loss: (0.450)(R 0.421, F 0.478)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.465] [G acc: 0.109] 5866 [D loss: (0.553)(R 0.525, F 0.580)] [D acc: (0.695)(0.688, 0.703)] [G loss: 1.453] [G acc: 0.062] 5867 [D loss: (0.525)(R 0.589, F 0.461)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.514] [G acc: 0.109] 5868 [D loss: (0.599)(R 0.627, F 0.572)] [D acc: (0.727)(0.641, 0.812)] [G loss: 1.488] [G acc: 0.109] 5869 [D loss: (0.475)(R 0.579, F 0.370)] [D acc: (0.797)(0.656, 0.938)] [G loss: 1.461] [G acc: 0.109] 5870 [D loss: (0.452)(R 0.375, F 0.529)] [D acc: (0.812)(0.797, 0.828)] [G loss: 1.547] [G acc: 0.125] 5871 [D loss: (0.511)(R 0.504, F 0.518)] [D acc: (0.758)(0.703, 0.812)] [G loss: 1.458] [G acc: 0.047] 5872 [D loss: (0.595)(R 0.643, F 0.547)] [D acc: (0.688)(0.594, 0.781)] [G loss: 1.602] [G acc: 0.047] 5873 [D loss: (0.532)(R 0.660, F 0.404)] [D acc: (0.734)(0.594, 0.875)] [G loss: 1.442] [G acc: 0.078] 5874 [D loss: (0.505)(R 0.519, F 0.491)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.570] [G acc: 0.094] 5875 [D loss: (0.579)(R 0.650, F 0.508)] [D acc: (0.711)(0.562, 0.859)] [G loss: 1.563] [G acc: 0.109] 5876 [D loss: (0.552)(R 0.498, F 0.606)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.565] [G acc: 0.047] 5877 [D loss: (0.514)(R 0.550, F 0.479)] [D acc: (0.719)(0.625, 0.812)] [G loss: 1.361] [G acc: 0.078] 5878 [D loss: (0.422)(R 0.482, F 0.362)] [D acc: (0.797)(0.719, 0.875)] [G loss: 1.562] [G acc: 0.016] 5879 [D loss: (0.475)(R 0.462, F 0.489)] [D acc: (0.781)(0.734, 0.828)] [G loss: 1.586] [G acc: 0.109] 5880 [D loss: (0.595)(R 0.726, F 0.464)] [D acc: (0.641)(0.484, 0.797)] [G loss: 1.594] [G acc: 0.062] 5881 [D loss: (0.654)(R 0.645, F 0.663)] [D acc: (0.672)(0.594, 0.750)] [G loss: 1.297] [G acc: 0.172] 5882 [D loss: (0.512)(R 0.589, F 0.434)] [D acc: (0.742)(0.656, 0.828)] [G loss: 1.372] [G acc: 0.141] 5883 [D loss: (0.553)(R 0.518, F 0.587)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.399] [G acc: 0.062] 5884 [D loss: (0.434)(R 0.434, F 0.434)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.469] [G acc: 0.094] 5885 [D loss: (0.602)(R 0.676, F 0.528)] [D acc: (0.703)(0.641, 0.766)] [G loss: 1.351] [G acc: 0.094] 5886 [D loss: (0.515)(R 0.483, F 0.547)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.607] [G acc: 0.078] 5887 [D loss: (0.500)(R 0.537, F 0.464)] [D acc: (0.742)(0.672, 0.812)] [G loss: 1.476] [G acc: 0.109] 5888 [D loss: (0.561)(R 0.542, F 0.579)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.508] [G acc: 0.125] 5889 [D loss: (0.521)(R 0.580, F 0.462)] [D acc: (0.750)(0.625, 0.875)] [G loss: 1.386] [G acc: 0.141] 5890 [D loss: (0.591)(R 0.495, F 0.686)] [D acc: (0.703)(0.703, 0.703)] [G loss: 1.507] [G acc: 0.078] 5891 [D loss: (0.558)(R 0.689, F 0.427)] [D acc: (0.688)(0.547, 0.828)] [G loss: 1.362] [G acc: 0.078] 5892 [D loss: (0.484)(R 0.463, F 0.506)] [D acc: (0.766)(0.750, 0.781)] [G loss: 1.361] [G acc: 0.125] 5893 [D loss: (0.571)(R 0.604, F 0.537)] [D acc: (0.672)(0.609, 0.734)] [G loss: 1.393] [G acc: 0.047] 5894 [D loss: (0.520)(R 0.515, F 0.526)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.494] [G acc: 0.047] 5895 [D loss: (0.448)(R 0.474, F 0.421)] [D acc: (0.812)(0.750, 0.875)] [G loss: 1.501] [G acc: 0.078] 5896 [D loss: (0.514)(R 0.548, F 0.480)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.274] [G acc: 0.094] 5897 [D loss: (0.538)(R 0.578, F 0.498)] [D acc: (0.773)(0.719, 0.828)] [G loss: 1.434] [G acc: 0.047] 5898 [D loss: (0.529)(R 0.594, F 0.464)] [D acc: (0.711)(0.594, 0.828)] [G loss: 1.314] [G acc: 0.094] 5899 [D loss: (0.543)(R 0.576, F 0.511)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.361] [G acc: 0.156] 5900 [D loss: (0.415)(R 0.405, F 0.425)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.412] [G acc: 0.078] 5901 [D loss: (0.630)(R 0.541, F 0.718)] [D acc: (0.680)(0.688, 0.672)] [G loss: 1.614] [G acc: 0.047] 5902 [D loss: (0.560)(R 0.661, F 0.459)] [D acc: (0.695)(0.547, 0.844)] [G loss: 1.456] [G acc: 0.078] 5903 [D loss: (0.440)(R 0.477, F 0.403)] [D acc: (0.836)(0.766, 0.906)] [G loss: 1.363] [G acc: 0.094] 5904 [D loss: (0.474)(R 0.513, F 0.435)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.382] [G acc: 0.078] 5905 [D loss: (0.447)(R 0.444, F 0.451)] [D acc: (0.812)(0.781, 0.844)] [G loss: 1.432] [G acc: 0.109] 5906 [D loss: (0.554)(R 0.493, F 0.615)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.397] [G acc: 0.109] 5907 [D loss: (0.514)(R 0.518, F 0.509)] [D acc: (0.789)(0.734, 0.844)] [G loss: 1.473] [G acc: 0.109] 5908 [D loss: (0.497)(R 0.554, F 0.439)] [D acc: (0.750)(0.641, 0.859)] [G loss: 1.396] [G acc: 0.109] 5909 [D loss: (0.606)(R 0.424, F 0.788)] [D acc: (0.750)(0.750, 0.750)] [G loss: 1.447] [G acc: 0.094] 5910 [D loss: (0.525)(R 0.601, F 0.449)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.609] [G acc: 0.016] 5911 [D loss: (0.507)(R 0.586, F 0.429)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.355] [G acc: 0.062] 5912 [D loss: (0.517)(R 0.464, F 0.570)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.382] [G acc: 0.172] 5913 [D loss: (0.506)(R 0.590, F 0.421)] [D acc: (0.734)(0.609, 0.859)] [G loss: 1.543] [G acc: 0.094] 5914 [D loss: (0.650)(R 0.471, F 0.828)] [D acc: (0.711)(0.719, 0.703)] [G loss: 1.414] [G acc: 0.047] 5915 [D loss: (0.601)(R 0.706, F 0.496)] [D acc: (0.680)(0.562, 0.797)] [G loss: 1.529] [G acc: 0.078] 5916 [D loss: (0.588)(R 0.696, F 0.480)] [D acc: (0.727)(0.578, 0.875)] [G loss: 1.464] [G acc: 0.062] 5917 [D loss: (0.530)(R 0.541, F 0.520)] [D acc: (0.695)(0.641, 0.750)] [G loss: 1.250] [G acc: 0.125] 5918 [D loss: (0.459)(R 0.492, F 0.426)] [D acc: (0.805)(0.734, 0.875)] [G loss: 1.380] [G acc: 0.141] 5919 [D loss: (0.469)(R 0.475, F 0.463)] [D acc: (0.789)(0.750, 0.828)] [G loss: 1.363] [G acc: 0.125] 5920 [D loss: (0.540)(R 0.507, F 0.572)] [D acc: (0.727)(0.688, 0.766)] [G loss: 1.575] [G acc: 0.031] 5921 [D loss: (0.501)(R 0.511, F 0.490)] [D acc: (0.812)(0.719, 0.906)] [G loss: 1.449] [G acc: 0.062] 5922 [D loss: (0.541)(R 0.586, F 0.496)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.532] [G acc: 0.047] 5923 [D loss: (0.509)(R 0.548, F 0.470)] [D acc: (0.711)(0.641, 0.781)] [G loss: 1.315] [G acc: 0.109] 5924 [D loss: (0.560)(R 0.555, F 0.564)] [D acc: (0.742)(0.703, 0.781)] [G loss: 1.388] [G acc: 0.156] 5925 [D loss: (0.464)(R 0.510, F 0.417)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.450] [G acc: 0.141] 5926 [D loss: (0.472)(R 0.387, F 0.556)] [D acc: (0.781)(0.781, 0.781)] [G loss: 1.453] [G acc: 0.109] 5927 [D loss: (0.504)(R 0.508, F 0.501)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.430] [G acc: 0.109] 5928 [D loss: (0.455)(R 0.460, F 0.451)] [D acc: (0.766)(0.719, 0.812)] [G loss: 1.558] [G acc: 0.094] 5929 [D loss: (0.483)(R 0.502, F 0.465)] [D acc: (0.750)(0.688, 0.812)] [G loss: 1.526] [G acc: 0.078] 5930 [D loss: (0.560)(R 0.492, F 0.627)] [D acc: (0.703)(0.734, 0.672)] [G loss: 1.590] [G acc: 0.078] 5931 [D loss: (0.450)(R 0.521, F 0.379)] [D acc: (0.797)(0.656, 0.938)] [G loss: 1.425] [G acc: 0.125] 5932 [D loss: (0.506)(R 0.390, F 0.621)] [D acc: (0.766)(0.781, 0.750)] [G loss: 1.603] [G acc: 0.047] 5933 [D loss: (0.588)(R 0.633, F 0.542)] [D acc: (0.711)(0.578, 0.844)] [G loss: 1.404] [G acc: 0.141] 5934 [D loss: (0.453)(R 0.516, F 0.391)] [D acc: (0.805)(0.672, 0.938)] [G loss: 1.353] [G acc: 0.109] 5935 [D loss: (0.556)(R 0.518, F 0.594)] [D acc: (0.719)(0.688, 0.750)] [G loss: 1.673] [G acc: 0.047] 5936 [D loss: (0.479)(R 0.468, F 0.491)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.662] [G acc: 0.047] 5937 [D loss: (0.486)(R 0.489, F 0.484)] [D acc: (0.727)(0.672, 0.781)] [G loss: 1.476] [G acc: 0.172] 5938 [D loss: (0.551)(R 0.549, F 0.554)] [D acc: (0.758)(0.734, 0.781)] [G loss: 1.444] [G acc: 0.094] 5939 [D loss: (0.455)(R 0.424, F 0.485)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.646] [G acc: 0.062] 5940 [D loss: (0.489)(R 0.486, F 0.492)] [D acc: (0.805)(0.750, 0.859)] [G loss: 1.644] [G acc: 0.094] 5941 [D loss: (0.471)(R 0.527, F 0.414)] [D acc: (0.797)(0.672, 0.922)] [G loss: 1.467] [G acc: 0.109] 5942 [D loss: (0.574)(R 0.514, F 0.635)] [D acc: (0.773)(0.766, 0.781)] [G loss: 1.400] [G acc: 0.125] 5943 [D loss: (0.664)(R 0.524, F 0.804)] [D acc: (0.719)(0.703, 0.734)] [G loss: 1.568] [G acc: 0.094] 5944 [D loss: (0.524)(R 0.708, F 0.341)] [D acc: (0.773)(0.562, 0.984)] [G loss: 1.509] [G acc: 0.078] 5945 [D loss: (0.518)(R 0.527, F 0.510)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.477] [G acc: 0.109] 5946 [D loss: (0.561)(R 0.589, F 0.534)] [D acc: (0.750)(0.656, 0.844)] [G loss: 1.541] [G acc: 0.094] 5947 [D loss: (0.397)(R 0.371, F 0.423)] [D acc: (0.844)(0.859, 0.828)] [G loss: 1.673] [G acc: 0.031] 5948 [D loss: (0.518)(R 0.607, F 0.429)] [D acc: (0.742)(0.578, 0.906)] [G loss: 1.562] [G acc: 0.109] 5949 [D loss: (0.526)(R 0.502, F 0.551)] [D acc: (0.727)(0.719, 0.734)] [G loss: 1.622] [G acc: 0.109] 5950 [D loss: (0.533)(R 0.577, F 0.489)] [D acc: (0.742)(0.688, 0.797)] [G loss: 1.479] [G acc: 0.109] 5951 [D loss: (0.501)(R 0.486, F 0.516)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.428] [G acc: 0.094] 5952 [D loss: (0.428)(R 0.422, F 0.433)] [D acc: (0.820)(0.797, 0.844)] [G loss: 1.674] [G acc: 0.047] 5953 [D loss: (0.419)(R 0.484, F 0.354)] [D acc: (0.820)(0.719, 0.922)] [G loss: 1.624] [G acc: 0.031] 5954 [D loss: (0.454)(R 0.450, F 0.458)] [D acc: (0.781)(0.719, 0.844)] [G loss: 1.583] [G acc: 0.078] 5955 [D loss: (0.529)(R 0.549, F 0.510)] [D acc: (0.750)(0.703, 0.797)] [G loss: 1.511] [G acc: 0.141] 5956 [D loss: (0.471)(R 0.477, F 0.465)] [D acc: (0.766)(0.688, 0.844)] [G loss: 1.636] [G acc: 0.031] 5957 [D loss: (0.443)(R 0.397, F 0.488)] [D acc: (0.781)(0.766, 0.797)] [G loss: 1.459] [G acc: 0.141] 5958 [D loss: (0.518)(R 0.441, F 0.596)] [D acc: (0.750)(0.719, 0.781)] [G loss: 1.644] [G acc: 0.109] 5959 [D loss: (0.494)(R 0.577, F 0.410)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.500] [G acc: 0.109] 5960 [D loss: (0.456)(R 0.500, F 0.412)] [D acc: (0.734)(0.656, 0.812)] [G loss: 1.433] [G acc: 0.172] 5961 [D loss: (0.546)(R 0.495, F 0.597)] [D acc: (0.734)(0.703, 0.766)] [G loss: 1.553] [G acc: 0.078] 5962 [D loss: (0.510)(R 0.541, F 0.478)] [D acc: (0.758)(0.719, 0.797)] [G loss: 1.674] [G acc: 0.062] 5963 [D loss: (0.572)(R 0.653, F 0.491)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.522] [G acc: 0.078] 5964 [D loss: (0.522)(R 0.514, F 0.529)] [D acc: (0.766)(0.734, 0.797)] [G loss: 1.333] [G acc: 0.141] 5965 [D loss: (0.448)(R 0.387, F 0.510)] [D acc: (0.797)(0.797, 0.797)] [G loss: 1.555] [G acc: 0.078] 5966 [D loss: (0.506)(R 0.505, F 0.506)] [D acc: (0.742)(0.719, 0.766)] [G loss: 1.472] [G acc: 0.188] 5967 [D loss: (0.405)(R 0.303, F 0.508)] [D acc: (0.820)(0.844, 0.797)] [G loss: 1.629] [G acc: 0.094] 5968 [D loss: (0.576)(R 0.542, F 0.611)] [D acc: (0.711)(0.703, 0.719)] [G loss: 1.739] [G acc: 0.031] 5969 [D loss: (0.507)(R 0.592, F 0.423)] [D acc: (0.742)(0.609, 0.875)] [G loss: 1.644] [G acc: 0.062] 5970 [D loss: (0.631)(R 0.613, F 0.648)] [D acc: (0.688)(0.641, 0.734)] [G loss: 1.676] [G acc: 0.078] 5971 [D loss: (0.500)(R 0.611, F 0.389)] [D acc: (0.711)(0.531, 0.891)] [G loss: 1.683] [G acc: 0.031] 5972 [D loss: (0.428)(R 0.425, F 0.431)] [D acc: (0.797)(0.781, 0.812)] [G loss: 1.683] [G acc: 0.062] 5973 [D loss: (0.512)(R 0.573, F 0.451)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.656] [G acc: 0.078] 5974 [D loss: (0.580)(R 0.719, F 0.440)] [D acc: (0.727)(0.609, 0.844)] [G loss: 1.362] [G acc: 0.172] 5975 [D loss: (0.538)(R 0.509, F 0.567)] [D acc: (0.703)(0.719, 0.688)] [G loss: 1.489] [G acc: 0.109] 5976 [D loss: (0.476)(R 0.570, F 0.382)] [D acc: (0.789)(0.672, 0.906)] [G loss: 1.592] [G acc: 0.031] 5977 [D loss: (0.485)(R 0.429, F 0.540)] [D acc: (0.758)(0.766, 0.750)] [G loss: 1.480] [G acc: 0.094] 5978 [D loss: (0.517)(R 0.544, F 0.490)] [D acc: (0.734)(0.672, 0.797)] [G loss: 1.528] [G acc: 0.062] 5979 [D loss: (0.561)(R 0.656, F 0.465)] [D acc: (0.680)(0.609, 0.750)] [G loss: 1.464] [G acc: 0.078] 5980 [D loss: (0.469)(R 0.509, F 0.430)] [D acc: (0.797)(0.734, 0.859)] [G loss: 1.584] [G acc: 0.062] 5981 [D loss: (0.513)(R 0.481, F 0.545)] [D acc: (0.719)(0.672, 0.766)] [G loss: 1.510] [G acc: 0.094] 5982 [D loss: (0.495)(R 0.575, F 0.415)] [D acc: (0.734)(0.625, 0.844)] [G loss: 1.469] [G acc: 0.109] 5983 [D loss: (0.525)(R 0.504, F 0.547)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.502] [G acc: 0.109] 5984 [D loss: (0.452)(R 0.478, F 0.427)] [D acc: (0.758)(0.688, 0.828)] [G loss: 1.471] [G acc: 0.125] 5985 [D loss: (0.551)(R 0.629, F 0.473)] [D acc: (0.766)(0.656, 0.875)] [G loss: 1.390] [G acc: 0.094] 5986 [D loss: (0.569)(R 0.511, F 0.627)] [D acc: (0.695)(0.703, 0.688)] [G loss: 1.601] [G acc: 0.047] 5987 [D loss: (0.538)(R 0.671, F 0.405)] [D acc: (0.734)(0.578, 0.891)] [G loss: 1.389] [G acc: 0.109] 5988 [D loss: (0.539)(R 0.529, F 0.550)] [D acc: (0.688)(0.656, 0.719)] [G loss: 1.338] [G acc: 0.125] 5989 [D loss: (0.594)(R 0.595, F 0.594)] [D acc: (0.703)(0.578, 0.828)] [G loss: 1.388] [G acc: 0.141] 5990 [D loss: (0.466)(R 0.484, F 0.447)] [D acc: (0.773)(0.703, 0.844)] [G loss: 1.316] [G acc: 0.203] 5991 [D loss: (0.596)(R 0.622, F 0.570)] [D acc: (0.656)(0.578, 0.734)] [G loss: 1.423] [G acc: 0.094] 5992 [D loss: (0.493)(R 0.483, F 0.502)] [D acc: (0.820)(0.734, 0.906)] [G loss: 1.557] [G acc: 0.078] 5993 [D loss: (0.492)(R 0.524, F 0.460)] [D acc: (0.766)(0.703, 0.828)] [G loss: 1.436] [G acc: 0.125] 5994 [D loss: (0.504)(R 0.539, F 0.468)] [D acc: (0.750)(0.672, 0.828)] [G loss: 1.558] [G acc: 0.047] 5995 [D loss: (0.464)(R 0.397, F 0.531)] [D acc: (0.820)(0.781, 0.859)] [G loss: 1.580] [G acc: 0.047] 5996 [D loss: (0.554)(R 0.602, F 0.506)] [D acc: (0.703)(0.625, 0.781)] [G loss: 1.404] [G acc: 0.062] 5997 [D loss: (0.509)(R 0.567, F 0.451)] [D acc: (0.758)(0.656, 0.859)] [G loss: 1.435] [G acc: 0.109] 5998 [D loss: (0.569)(R 0.416, F 0.721)] [D acc: (0.719)(0.781, 0.656)] [G loss: 1.422] [G acc: 0.094] 5999 [D loss: (0.493)(R 0.584, F 0.403)] [D acc: (0.781)(0.672, 0.891)] [G loss: 1.373] [G acc: 0.109]
fig = plt.figure()
plt.plot([x[0] for x in gan.d_losses], color='black', linewidth=0.25)
plt.plot([x[1] for x in gan.d_losses], color='green', linewidth=0.25)
plt.plot([x[2] for x in gan.d_losses], color='red', linewidth=0.25)
plt.plot([x[0] for x in gan.g_losses], color='orange', linewidth=0.25)
plt.xlabel('batch', fontsize=18)
plt.ylabel('loss', fontsize=16)
plt.xlim(0, 2000)
plt.ylim(0, 2)
plt.show()
fig = plt.figure()
plt.plot([x[3] for x in gan.d_losses], color='black', linewidth=0.25)
plt.plot([x[4] for x in gan.d_losses], color='green', linewidth=0.25)
plt.plot([x[5] for x in gan.d_losses], color='red', linewidth=0.25)
plt.plot([x[1] for x in gan.g_losses], color='orange', linewidth=0.25)
plt.xlabel('batch', fontsize=18)
plt.ylabel('accuracy', fontsize=16)
plt.xlim(0, 2000)
plt.show()