{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "GAN_MNIST.ipynb",
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "mMoJf2i4vI4T",
"outputId": "ed456ea3-c294-4b5e-fea4-f99a5c5d0f86"
},
"source": [
"import tensorflow as tf\n",
"import numpy as np\n",
"import time\n",
"\n",
"mnist = tf.keras.datasets.mnist\n",
"(x_train, y_train), (x_test, y_test) = mnist.load_data()"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Downloading data from https://storage.googleapis.com/tensorflow/tf-keras-datasets/mnist.npz\n",
"11493376/11490434 [==============================] - 0s 0us/step\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "P_eWyWY2vq6v"
},
"source": [
"from keras.models import Sequential\n",
"from keras.layers import Dense, Activation, Flatten, Reshape\n",
"from keras.layers import Conv2D, Conv2DTranspose, UpSampling2D\n",
"from keras.layers import LeakyReLU, Dropout\n",
"from keras.layers import BatchNormalization\n",
"from keras.optimizers import Adam, RMSprop"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "i5lfo_JIwZzK"
},
"source": [
"import matplotlib.pyplot as plt"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "_rMrQXtVwsfc"
},
"source": [
"class ElapsedTimer(object):\n",
" def __init__(self):\n",
" self.start_time = time.time()\n",
" def elapsed(self,sec):\n",
" if sec < 60:\n",
" return str(sec) + \" sec\"\n",
" elif sec < (60 * 60):\n",
" return str(sec / 60) + \" min\"\n",
" else:\n",
" return str(sec / (60 * 60)) + \" hr\"\n",
" def elapsed_time(self):\n",
" print(\"Elapsed: %s \" % self.elapsed(time.time() - self.start_time) )"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "_cvQ46FQwv35"
},
"source": [
"class DCGAN(object):\n",
" def __init__(self, img_rows=28, img_cols=28, channel=1):\n",
"\n",
" self.img_rows = img_rows\n",
" self.img_cols = img_cols\n",
" self.channel = channel\n",
" self.D = None # discriminator\n",
" self.G = None # generator\n",
" self.AM = None # adversarial model\n",
" self.DM = None # discriminator model\n",
"\n",
" def discriminator(self):\n",
" if self.D:\n",
" return self.D\n",
" self.D = Sequential()\n",
" depth = 64\n",
" dropout = 0.4\n",
" input_shape = (self.img_rows, self.img_cols, self.channel)\n",
" self.D.add(Conv2D(depth*1, 5, strides=2, input_shape=input_shape, padding='same'))\n",
" self.D.add(LeakyReLU(alpha=0.2))\n",
" self.D.add(Dropout(dropout))\n",
"\n",
" self.D.add(Conv2D(depth*2, 5, strides=2, padding='same'))\n",
" self.D.add(LeakyReLU(alpha=0.2))\n",
" self.D.add(Dropout(dropout))\n",
"\n",
" self.D.add(Conv2D(depth*4, 5, strides=2, padding='same'))\n",
" self.D.add(LeakyReLU(alpha=0.2))\n",
" self.D.add(Dropout(dropout))\n",
"\n",
" self.D.add(Conv2D(depth*8, 5, strides=1, padding='same'))\n",
" self.D.add(LeakyReLU(alpha=0.2))\n",
" self.D.add(Dropout(dropout))\n",
"\n",
" # Out: 1-dim probability\n",
" self.D.add(Flatten())\n",
" self.D.add(Dense(1))\n",
" self.D.add(Activation('sigmoid'))\n",
" self.D.summary()\n",
" return self.D\n",
"\n",
" \n",
" def generator(self):\n",
" if self.G:\n",
" return self.G\n",
" self.G = Sequential()\n",
" dropout = 0.4\n",
" depth = 64+64+64+64\n",
" dim = 7\n",
"\n",
" self.G.add(Dense(dim*dim*depth, input_dim=100))\n",
" self.G.add(BatchNormalization(momentum=0.9))\n",
" self.G.add(Activation('relu'))\n",
" self.G.add(Reshape((dim, dim, depth)))\n",
" self.G.add(Dropout(dropout)) \n",
"\n",
" self.G.add(UpSampling2D())\n",
" self.G.add(Conv2DTranspose(int(depth/2), 5, padding='same'))\n",
" self.G.add(BatchNormalization(momentum=0.9))\n",
" self.G.add(Activation('relu')) \n",
"\n",
" self.G.add(UpSampling2D())\n",
" self.G.add(Conv2DTranspose(int(depth/4), 5, padding='same'))\n",
" self.G.add(BatchNormalization(momentum=0.9))\n",
" self.G.add(Activation('relu'))\n",
"\n",
" self.G.add(Conv2DTranspose(int(depth/8), 5, padding='same'))\n",
" self.G.add(BatchNormalization(momentum=0.9))\n",
" self.G.add(Activation('relu'))\n",
"\n",
" # Out: 28 x 28 x 1 grayscale image [0.0,1.0] per pix\n",
" self.G.add(Conv2DTranspose(1, 5, padding='same'))\n",
" self.G.add(Activation('sigmoid'))\n",
" self.G.summary()\n",
" return self.G \n",
"\n",
"\n",
" def discriminator_model(self):\n",
" if self.DM:\n",
" return self.DM\n",
" optimizer = RMSprop(lr=0.0002, decay=6e-8)\n",
" self.DM = Sequential()\n",
" self.DM.add(self.discriminator())\n",
" self.DM.compile(loss='binary_crossentropy', optimizer=optimizer,\\\n",
" metrics=['accuracy'])\n",
" return self.DM\n",
"\n",
"\n",
" def adversarial_model(self):\n",
" if self.AM:\n",
" return self.AM\n",
" optimizer = RMSprop(lr=0.0001, decay=3e-8)\n",
" self.AM = Sequential()\n",
" self.AM.add(self.generator())\n",
" self.AM.add(self.discriminator())\n",
" self.AM.compile(loss='binary_crossentropy', optimizer=optimizer,\\\n",
" metrics=['accuracy'])\n",
" return self.AM "
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "EOHYsIfTzD2f"
},
"source": [
"class MNIST_DCGAN(object):\n",
" def __init__(self):\n",
" self.img_rows = 28\n",
" self.img_cols = 28\n",
" self.channel = 1\n",
"\n",
" self.x_train = x_train #input_data.read_data_sets(\"mnist\",one_hot=True).train.images\n",
" self.x_train = self.x_train.reshape(-1, self.img_rows,\\\n",
" \tself.img_cols, 1).astype(np.float32)\n",
" \n",
" self.DCGAN = DCGAN()\n",
" self.discriminator = self.DCGAN.discriminator_model()\n",
" self.adversarial = self.DCGAN.adversarial_model()\n",
" self.generator = self.DCGAN.generator()\n",
"\n",
" def train(self, train_steps=2000, batch_size=256, save_interval=0):\n",
" noise_input = None\n",
" if save_interval>0:\n",
" noise_input = np.random.uniform(-1.0, 1.0, size=[16, 100])\n",
"\n",
" for i in range(train_steps):\n",
" ## Run a batch of discriminator training\n",
" images_train = self.x_train[np.random.randint(0,\n",
" self.x_train.shape[0], size=batch_size), :, :, :] ## get some real imags\n",
" noise = np.random.uniform(-1.0, 1.0, size=[batch_size, 100]) ### make fake images\n",
" images_fake = self.generator.predict(noise) ### make fake images\n",
" x = np.concatenate((images_train, images_fake)) ### put thm together in a box\n",
" y = np.ones([2*batch_size, 1])\n",
" y[batch_size:, :] =0 \n",
" d_loss = self.discriminator.train_on_batch(x, y) ### train a round of distcriminator real/fake\n",
"\n",
" y = np.ones([batch_size, 1])\n",
" noise = np.random.uniform(-1.0, 1.0, size=[batch_size, 100])\n",
" a_loss = self.adversarial.train_on_batch(noise, y)\n",
"\n",
" log_mesg = \"%d: [D loss: %f, acc: %f]\" % (i, d_loss[0], d_loss[1])\n",
" log_mesg = \"%s [A loss: %f, acc: %f]\" % (log_mesg, a_loss[0], a_loss[1])\n",
" print(log_mesg)\n",
" if save_interval>0:\n",
" if (i+1)%save_interval==0:\n",
" self.plot_images(save2file=True, samples=noise_input.shape[0],\\\n",
" noise=noise_input, step=(i+1))\n",
" \n",
" def plot_images(self, save2file=False, fake=True, samples=16, noise=None, step=0):\n",
" filename = 'mnist.png'\n",
" if fake:\n",
" if noise is None:\n",
" noise = np.random.uniform(-1.0, 1.0, size=[samples, 100])\n",
" else:\n",
" filename = \"mnist_%d.png\" % step\n",
" images = self.generator.predict(noise)\n",
" else:\n",
" i = np.random.randint(0, self.x_train.shape[0], samples)\n",
" images = self.x_train[i, :, :, :]\n",
"\n",
" plt.figure(figsize=(10,10))\n",
" for i in range(images.shape[0]):\n",
" plt.subplot(4, 4, i+1)\n",
" image = images[i, :, :, :]\n",
" image = np.reshape(image, [self.img_rows, self.img_cols])\n",
" plt.imshow(image, cmap='gray')\n",
" plt.axis('off')\n",
" plt.tight_layout()\n",
" if save2file:\n",
" plt.savefig(filename)\n",
" plt.close('all')\n",
" else:\n",
" plt.show()"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "cgxnC6tAzXVu",
"outputId": "61f04d41-4d29-4053-bf2d-4ced9f0784be"
},
"source": [
"mnist_dcgan = MNIST_DCGAN()"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Model: \"sequential_1\"\n",
"_________________________________________________________________\n",
"Layer (type) Output Shape Param # \n",
"=================================================================\n",
"conv2d (Conv2D) (None, 14, 14, 64) 1664 \n",
"_________________________________________________________________\n",
"leaky_re_lu (LeakyReLU) (None, 14, 14, 64) 0 \n",
"_________________________________________________________________\n",
"dropout (Dropout) (None, 14, 14, 64) 0 \n",
"_________________________________________________________________\n",
"conv2d_1 (Conv2D) (None, 7, 7, 128) 204928 \n",
"_________________________________________________________________\n",
"leaky_re_lu_1 (LeakyReLU) (None, 7, 7, 128) 0 \n",
"_________________________________________________________________\n",
"dropout_1 (Dropout) (None, 7, 7, 128) 0 \n",
"_________________________________________________________________\n",
"conv2d_2 (Conv2D) (None, 4, 4, 256) 819456 \n",
"_________________________________________________________________\n",
"leaky_re_lu_2 (LeakyReLU) (None, 4, 4, 256) 0 \n",
"_________________________________________________________________\n",
"dropout_2 (Dropout) (None, 4, 4, 256) 0 \n",
"_________________________________________________________________\n",
"conv2d_3 (Conv2D) (None, 4, 4, 512) 3277312 \n",
"_________________________________________________________________\n",
"leaky_re_lu_3 (LeakyReLU) (None, 4, 4, 512) 0 \n",
"_________________________________________________________________\n",
"dropout_3 (Dropout) (None, 4, 4, 512) 0 \n",
"_________________________________________________________________\n",
"flatten (Flatten) (None, 8192) 0 \n",
"_________________________________________________________________\n",
"dense (Dense) (None, 1) 8193 \n",
"_________________________________________________________________\n",
"activation (Activation) (None, 1) 0 \n",
"=================================================================\n",
"Total params: 4,311,553\n",
"Trainable params: 4,311,553\n",
"Non-trainable params: 0\n",
"_________________________________________________________________\n",
"Model: \"sequential_3\"\n",
"_________________________________________________________________\n",
"Layer (type) Output Shape Param # \n",
"=================================================================\n",
"dense_1 (Dense) (None, 12544) 1266944 \n",
"_________________________________________________________________\n",
"batch_normalization (BatchNo (None, 12544) 50176 \n",
"_________________________________________________________________\n",
"activation_1 (Activation) (None, 12544) 0 \n",
"_________________________________________________________________\n",
"reshape (Reshape) (None, 7, 7, 256) 0 \n",
"_________________________________________________________________\n",
"dropout_4 (Dropout) (None, 7, 7, 256) 0 \n",
"_________________________________________________________________\n",
"up_sampling2d (UpSampling2D) (None, 14, 14, 256) 0 \n",
"_________________________________________________________________\n",
"conv2d_transpose (Conv2DTran (None, 14, 14, 128) 819328 \n",
"_________________________________________________________________\n",
"batch_normalization_1 (Batch (None, 14, 14, 128) 512 \n",
"_________________________________________________________________\n",
"activation_2 (Activation) (None, 14, 14, 128) 0 \n",
"_________________________________________________________________\n",
"up_sampling2d_1 (UpSampling2 (None, 28, 28, 128) 0 \n",
"_________________________________________________________________\n",
"conv2d_transpose_1 (Conv2DTr (None, 28, 28, 64) 204864 \n",
"_________________________________________________________________\n",
"batch_normalization_2 (Batch (None, 28, 28, 64) 256 \n",
"_________________________________________________________________\n",
"activation_3 (Activation) (None, 28, 28, 64) 0 \n",
"_________________________________________________________________\n",
"conv2d_transpose_2 (Conv2DTr (None, 28, 28, 32) 51232 \n",
"_________________________________________________________________\n",
"batch_normalization_3 (Batch (None, 28, 28, 32) 128 \n",
"_________________________________________________________________\n",
"activation_4 (Activation) (None, 28, 28, 32) 0 \n",
"_________________________________________________________________\n",
"conv2d_transpose_3 (Conv2DTr (None, 28, 28, 1) 801 \n",
"_________________________________________________________________\n",
"activation_5 (Activation) (None, 28, 28, 1) 0 \n",
"=================================================================\n",
"Total params: 2,394,241\n",
"Trainable params: 2,368,705\n",
"Non-trainable params: 25,536\n",
"_________________________________________________________________\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "2jeDo8n71pFk",
"outputId": "a45af690-ffdd-4ddf-847b-632f8034b16a"
},
"source": [
"timer = ElapsedTimer()\n",
"mnist_dcgan.train(train_steps=10000, batch_size=256, save_interval=500)"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
"5000: [D loss: 0.000000, acc: 1.000000] [A loss: 2558.465332, acc: 0.003906]\n",
"5001: [D loss: 1.336324, acc: 0.992188] [A loss: 2732.533203, acc: 0.000000]\n",
"5002: [D loss: 0.829601, acc: 0.998047] [A loss: 2299.808350, acc: 0.003906]\n",
"5003: [D loss: 4.235886, acc: 0.986328] [A loss: 3163.880127, acc: 0.003906]\n",
"5004: [D loss: 0.000000, acc: 1.000000] [A loss: 2665.390625, acc: 0.003906]\n",
"5005: [D loss: 3.352110, acc: 0.990234] [A loss: 3014.793457, acc: 0.000000]\n",
"5006: [D loss: 0.481223, acc: 0.996094] [A loss: 2810.491455, acc: 0.000000]\n",
"5007: [D loss: 1.507709, acc: 0.996094] [A loss: 2654.923340, acc: 0.003906]\n",
"5008: [D loss: 2.304135, acc: 0.992188] [A loss: 3059.208740, acc: 0.000000]\n",
"5009: [D loss: 0.278724, acc: 0.998047] [A loss: 2635.218018, acc: 0.000000]\n",
"5010: [D loss: 0.444166, acc: 0.996094] [A loss: 2522.394043, acc: 0.000000]\n",
"5011: [D loss: 2.278171, acc: 0.992188] [A loss: 2974.227783, acc: 0.000000]\n",
"5012: [D loss: 0.000000, acc: 1.000000] [A loss: 2371.773438, acc: 0.007812]\n",
"5013: [D loss: 2.578911, acc: 0.990234] [A loss: 3122.087402, acc: 0.000000]\n",
"5014: [D loss: 2.498127, acc: 0.996094] [A loss: 3134.450928, acc: 0.003906]\n",
"5015: [D loss: 3.592363, acc: 0.988281] [A loss: 4071.933350, acc: 0.000000]\n",
"5016: [D loss: 0.000000, acc: 1.000000] [A loss: 3453.838867, acc: 0.000000]\n",
"5017: [D loss: 0.000000, acc: 1.000000] [A loss: 2724.773682, acc: 0.000000]\n",
"5018: [D loss: 0.229675, acc: 0.996094] [A loss: 2739.569824, acc: 0.003906]\n",
"5019: [D loss: 0.000000, acc: 1.000000] [A loss: 2057.724121, acc: 0.019531]\n",
"5020: [D loss: 10.137635, acc: 0.974609] [A loss: 4462.913086, acc: 0.000000]\n",
"5021: [D loss: 0.000000, acc: 1.000000] [A loss: 3833.918945, acc: 0.000000]\n",
"5022: [D loss: 0.000000, acc: 1.000000] [A loss: 3294.196045, acc: 0.000000]\n",
"5023: [D loss: 0.000000, acc: 1.000000] [A loss: 2487.476074, acc: 0.000000]\n",
"5024: [D loss: 5.519666, acc: 0.990234] [A loss: 3324.914062, acc: 0.000000]\n",
"5025: [D loss: 1.006337, acc: 0.998047] [A loss: 2981.252686, acc: 0.000000]\n",
"5026: [D loss: 0.000000, acc: 1.000000] [A loss: 2184.471680, acc: 0.011719]\n",
"5027: [D loss: 12.169328, acc: 0.976562] [A loss: 4234.387695, acc: 0.000000]\n",
"5028: [D loss: 0.000000, acc: 1.000000] [A loss: 3803.712891, acc: 0.000000]\n",
"5029: [D loss: 0.000000, acc: 1.000000] [A loss: 3059.458496, acc: 0.000000]\n",
"5030: [D loss: 0.000000, acc: 1.000000] [A loss: 2442.254150, acc: 0.000000]\n",
"5031: [D loss: 1.831831, acc: 0.992188] [A loss: 2694.645996, acc: 0.003906]\n",
"5032: [D loss: 2.159916, acc: 0.994141] [A loss: 2902.090088, acc: 0.000000]\n",
"5033: [D loss: 0.399820, acc: 0.998047] [A loss: 2613.298340, acc: 0.000000]\n",
"5034: [D loss: 1.751925, acc: 0.992188] [A loss: 3069.121094, acc: 0.003906]\n",
"5035: [D loss: 0.000000, acc: 1.000000] [A loss: 2431.322510, acc: 0.011719]\n",
"5036: [D loss: 4.830502, acc: 0.986328] [A loss: 3828.915283, acc: 0.000000]\n",
"5037: [D loss: 0.000000, acc: 1.000000] [A loss: 3171.990479, acc: 0.000000]\n",
"5038: [D loss: 0.694088, acc: 0.998047] [A loss: 2660.124023, acc: 0.007812]\n",
"5039: [D loss: 1.667760, acc: 0.994141] [A loss: 3058.132324, acc: 0.000000]\n",
"5040: [D loss: 0.874447, acc: 0.998047] [A loss: 2704.128174, acc: 0.000000]\n",
"5041: [D loss: 3.579322, acc: 0.992188] [A loss: 3310.424561, acc: 0.000000]\n",
"5042: [D loss: 0.000000, acc: 1.000000] [A loss: 2817.971436, acc: 0.000000]\n",
"5043: [D loss: 1.085001, acc: 0.994141] [A loss: 3215.878662, acc: 0.000000]\n",
"5044: [D loss: 0.725632, acc: 0.998047] [A loss: 2835.089600, acc: 0.003906]\n",
"5045: [D loss: 0.854019, acc: 0.996094] [A loss: 3024.460693, acc: 0.000000]\n",
"5046: [D loss: 5.537550, acc: 0.994141] [A loss: 3442.703125, acc: 0.000000]\n",
"5047: [D loss: 0.276907, acc: 0.998047] [A loss: 3228.203125, acc: 0.000000]\n",
"5048: [D loss: 0.000000, acc: 1.000000] [A loss: 2621.685791, acc: 0.003906]\n",
"5049: [D loss: 7.176336, acc: 0.990234] [A loss: 3826.500977, acc: 0.000000]\n",
"5050: [D loss: 0.000000, acc: 1.000000] [A loss: 3092.391357, acc: 0.000000]\n",
"5051: [D loss: 0.000000, acc: 1.000000] [A loss: 2504.374023, acc: 0.000000]\n",
"5052: [D loss: 5.518918, acc: 0.984375] [A loss: 4371.862793, acc: 0.000000]\n",
"5053: [D loss: 0.000000, acc: 1.000000] [A loss: 3764.506592, acc: 0.000000]\n",
"5054: [D loss: 0.000000, acc: 1.000000] [A loss: 3169.214600, acc: 0.000000]\n",
"5055: [D loss: 0.000000, acc: 1.000000] [A loss: 2546.169922, acc: 0.011719]\n",
"5056: [D loss: 1.962252, acc: 0.992188] [A loss: 3415.801025, acc: 0.000000]\n",
"5057: [D loss: 0.000000, acc: 1.000000] [A loss: 2774.805908, acc: 0.000000]\n",
"5058: [D loss: 2.106342, acc: 0.994141] [A loss: 3074.646973, acc: 0.003906]\n",
"5059: [D loss: 0.000000, acc: 1.000000] [A loss: 2636.893066, acc: 0.000000]\n",
"5060: [D loss: 2.216138, acc: 0.992188] [A loss: 3504.995117, acc: 0.000000]\n",
"5061: [D loss: 0.000000, acc: 1.000000] [A loss: 2953.669434, acc: 0.000000]\n",
"5062: [D loss: 0.636157, acc: 0.996094] [A loss: 3182.512939, acc: 0.000000]\n",
"5063: [D loss: 0.000000, acc: 1.000000] [A loss: 2555.868408, acc: 0.007812]\n",
"5064: [D loss: 2.254793, acc: 0.992188] [A loss: 3494.475586, acc: 0.000000]\n",
"5065: [D loss: 0.336859, acc: 0.998047] [A loss: 3290.400635, acc: 0.000000]\n",
"5066: [D loss: 0.000000, acc: 1.000000] [A loss: 2727.805420, acc: 0.007812]\n",
"5067: [D loss: 3.033492, acc: 0.988281] [A loss: 4343.365723, acc: 0.000000]\n",
"5068: [D loss: 0.000000, acc: 1.000000] [A loss: 3739.864746, acc: 0.000000]\n",
"5069: [D loss: 0.000000, acc: 1.000000] [A loss: 3036.436768, acc: 0.000000]\n",
"5070: [D loss: 0.255910, acc: 0.998047] [A loss: 2853.475342, acc: 0.000000]\n",
"5071: [D loss: 0.894636, acc: 0.994141] [A loss: 3521.100830, acc: 0.000000]\n",
"5072: [D loss: 0.000000, acc: 1.000000] [A loss: 2798.141113, acc: 0.003906]\n",
"5073: [D loss: 0.209893, acc: 0.996094] [A loss: 3136.882812, acc: 0.000000]\n",
"5074: [D loss: 0.000000, acc: 1.000000] [A loss: 2532.346680, acc: 0.003906]\n",
"5075: [D loss: 2.535417, acc: 0.992188] [A loss: 3836.399414, acc: 0.000000]\n",
"5076: [D loss: 0.000000, acc: 1.000000] [A loss: 3144.077637, acc: 0.000000]\n",
"5077: [D loss: 0.163345, acc: 0.998047] [A loss: 3093.636719, acc: 0.000000]\n",
"5078: [D loss: 0.797658, acc: 0.998047] [A loss: 2943.408936, acc: 0.000000]\n",
"5079: [D loss: 0.887796, acc: 0.994141] [A loss: 3819.541992, acc: 0.000000]\n",
"5080: [D loss: 0.000000, acc: 1.000000] [A loss: 3002.551514, acc: 0.003906]\n",
"5081: [D loss: 0.112361, acc: 0.998047] [A loss: 3057.632812, acc: 0.000000]\n",
"5082: [D loss: 0.000000, acc: 1.000000] [A loss: 2535.723145, acc: 0.003906]\n",
"5083: [D loss: 6.319091, acc: 0.986328] [A loss: 4665.069336, acc: 0.000000]\n",
"5084: [D loss: 0.000000, acc: 1.000000] [A loss: 3958.311523, acc: 0.000000]\n",
"5085: [D loss: 0.796185, acc: 0.996094] [A loss: 4302.914062, acc: 0.000000]\n",
"5086: [D loss: 0.000000, acc: 1.000000] [A loss: 3697.529297, acc: 0.000000]\n",
"5087: [D loss: 0.000000, acc: 1.000000] [A loss: 2924.431152, acc: 0.000000]\n",
"5088: [D loss: 2.911664, acc: 0.994141] [A loss: 3742.721680, acc: 0.000000]\n",
"5089: [D loss: 0.000000, acc: 1.000000] [A loss: 3238.286377, acc: 0.000000]\n",
"5090: [D loss: 1.108600, acc: 0.998047] [A loss: 3061.083740, acc: 0.000000]\n",
"5091: [D loss: 0.000000, acc: 1.000000] [A loss: 2323.354004, acc: 0.007812]\n",
"5092: [D loss: 11.495690, acc: 0.978516] [A loss: 5035.375977, acc: 0.000000]\n",
"5093: [D loss: 0.000000, acc: 1.000000] [A loss: 4371.369629, acc: 0.000000]\n",
"5094: [D loss: 0.000000, acc: 1.000000] [A loss: 3658.624268, acc: 0.000000]\n",
"5095: [D loss: 0.000000, acc: 1.000000] [A loss: 3268.383301, acc: 0.000000]\n",
"5096: [D loss: 0.000000, acc: 1.000000] [A loss: 2490.773682, acc: 0.000000]\n",
"5097: [D loss: 3.151217, acc: 0.986328] [A loss: 4296.619141, acc: 0.000000]\n",
"5098: [D loss: 0.000000, acc: 1.000000] [A loss: 3590.412354, acc: 0.000000]\n",
"5099: [D loss: 0.000000, acc: 1.000000] [A loss: 2868.308105, acc: 0.000000]\n",
"5100: [D loss: 0.909833, acc: 0.994141] [A loss: 3338.121826, acc: 0.000000]\n",
"5101: [D loss: 0.000000, acc: 1.000000] [A loss: 2667.326172, acc: 0.000000]\n",
"5102: [D loss: 2.714133, acc: 0.994141] [A loss: 3233.732422, acc: 0.000000]\n",
"5103: [D loss: 1.015606, acc: 0.998047] [A loss: 3064.403564, acc: 0.000000]\n",
"5104: [D loss: 0.300402, acc: 0.998047] [A loss: 2673.460205, acc: 0.003906]\n",
"5105: [D loss: 1.481162, acc: 0.996094] [A loss: 2938.204590, acc: 0.000000]\n",
"5106: [D loss: 1.931158, acc: 0.994141] [A loss: 3499.152588, acc: 0.000000]\n",
"5107: [D loss: 0.000000, acc: 1.000000] [A loss: 2873.508545, acc: 0.000000]\n",
"5108: [D loss: 0.587857, acc: 0.996094] [A loss: 3171.842529, acc: 0.000000]\n",
"5109: [D loss: 0.860590, acc: 0.998047] [A loss: 3084.803711, acc: 0.000000]\n",
"5110: [D loss: 0.296337, acc: 0.998047] [A loss: 2944.571045, acc: 0.000000]\n",
"5111: [D loss: 0.496744, acc: 0.998047] [A loss: 2620.113770, acc: 0.000000]\n",
"5112: [D loss: 0.707071, acc: 0.998047] [A loss: 2585.465576, acc: 0.003906]\n",
"5113: [D loss: 8.835481, acc: 0.976562] [A loss: 5380.611328, acc: 0.000000]\n",
"5114: [D loss: 8.261506, acc: 0.998047] [A loss: 2094.300049, acc: 0.003906]\n",
"5115: [D loss: 3.091449, acc: 0.986328] [A loss: 2083.496338, acc: 0.003906]\n",
"5116: [D loss: 12.182982, acc: 0.978516] [A loss: 2476.899170, acc: 0.000000]\n",
"5117: [D loss: 3.562979, acc: 0.988281] [A loss: 2361.299316, acc: 0.000000]\n",
"5118: [D loss: 6.409425, acc: 0.982422] [A loss: 2599.797363, acc: 0.000000]\n",
"5119: [D loss: 4.201784, acc: 0.986328] [A loss: 2494.832764, acc: 0.000000]\n",
"5120: [D loss: 1.456535, acc: 0.996094] [A loss: 2017.064697, acc: 0.003906]\n",
"5121: [D loss: 8.222780, acc: 0.974609] [A loss: 2664.861572, acc: 0.000000]\n",
"5122: [D loss: 0.573001, acc: 0.996094] [A loss: 2159.547852, acc: 0.000000]\n",
"5123: [D loss: 5.027411, acc: 0.982422] [A loss: 2361.282227, acc: 0.000000]\n",
"5124: [D loss: 8.343082, acc: 0.986328] [A loss: 2252.287109, acc: 0.007812]\n",
"5125: [D loss: 0.709936, acc: 0.996094] [A loss: 1869.659668, acc: 0.011719]\n",
"5126: [D loss: 9.281807, acc: 0.968750] [A loss: 2747.964355, acc: 0.000000]\n",
"5127: [D loss: 3.655169, acc: 0.988281] [A loss: 2726.767334, acc: 0.000000]\n",
"5128: [D loss: 2.192771, acc: 0.994141] [A loss: 2375.202637, acc: 0.003906]\n",
"5129: [D loss: 0.171909, acc: 0.996094] [A loss: 1821.086914, acc: 0.007812]\n",
"5130: [D loss: 9.060952, acc: 0.972656] [A loss: 2614.695801, acc: 0.000000]\n",
"5131: [D loss: 1.217510, acc: 0.996094] [A loss: 2171.590820, acc: 0.011719]\n",
"5132: [D loss: 4.757333, acc: 0.984375] [A loss: 2301.380371, acc: 0.000000]\n",
"5133: [D loss: 4.411247, acc: 0.990234] [A loss: 2372.036621, acc: 0.000000]\n",
"5134: [D loss: 1.168298, acc: 0.992188] [A loss: 1919.276855, acc: 0.011719]\n",
"5135: [D loss: 14.682879, acc: 0.968750] [A loss: 2995.784912, acc: 0.000000]\n",
"5136: [D loss: 0.726811, acc: 0.998047] [A loss: 2502.145020, acc: 0.000000]\n",
"5137: [D loss: 1.795587, acc: 0.992188] [A loss: 2267.933105, acc: 0.003906]\n",
"5138: [D loss: 7.553939, acc: 0.988281] [A loss: 2289.560547, acc: 0.003906]\n",
"5139: [D loss: 0.988129, acc: 0.992188] [A loss: 2285.576660, acc: 0.003906]\n",
"5140: [D loss: 3.781377, acc: 0.990234] [A loss: 2268.578125, acc: 0.003906]\n",
"5141: [D loss: 5.285732, acc: 0.988281] [A loss: 2455.465088, acc: 0.000000]\n",
"5142: [D loss: 3.289376, acc: 0.984375] [A loss: 2796.350098, acc: 0.000000]\n",
"5143: [D loss: 0.386300, acc: 0.998047] [A loss: 2374.504395, acc: 0.003906]\n",
"5144: [D loss: 5.779775, acc: 0.984375] [A loss: 2699.088135, acc: 0.000000]\n",
"5145: [D loss: 0.000000, acc: 1.000000] [A loss: 2167.489990, acc: 0.000000]\n",
"5146: [D loss: 7.690852, acc: 0.984375] [A loss: 2640.470703, acc: 0.003906]\n",
"5147: [D loss: 0.472607, acc: 0.996094] [A loss: 2345.657715, acc: 0.003906]\n",
"5148: [D loss: 3.369579, acc: 0.990234] [A loss: 2513.273193, acc: 0.000000]\n",
"5149: [D loss: 0.079280, acc: 0.998047] [A loss: 2044.485229, acc: 0.000000]\n",
"5150: [D loss: 7.662821, acc: 0.974609] [A loss: 3244.416748, acc: 0.000000]\n",
"5151: [D loss: 0.000000, acc: 1.000000] [A loss: 2688.152344, acc: 0.000000]\n",
"5152: [D loss: 0.000000, acc: 1.000000] [A loss: 2014.732910, acc: 0.000000]\n",
"5153: [D loss: 8.520023, acc: 0.972656] [A loss: 3370.510742, acc: 0.000000]\n",
"5154: [D loss: 0.000000, acc: 1.000000] [A loss: 2726.127441, acc: 0.000000]\n",
"5155: [D loss: 0.477982, acc: 0.996094] [A loss: 2487.949463, acc: 0.000000]\n",
"5156: [D loss: 0.861084, acc: 0.996094] [A loss: 2120.066406, acc: 0.000000]\n",
"5157: [D loss: 6.551589, acc: 0.984375] [A loss: 2789.838379, acc: 0.000000]\n",
"5158: [D loss: 0.000000, acc: 1.000000] [A loss: 2304.728760, acc: 0.003906]\n",
"5159: [D loss: 2.661330, acc: 0.996094] [A loss: 1967.299561, acc: 0.003906]\n",
"5160: [D loss: 9.979855, acc: 0.974609] [A loss: 3409.841797, acc: 0.000000]\n",
"5161: [D loss: 0.000000, acc: 1.000000] [A loss: 2835.049805, acc: 0.000000]\n",
"5162: [D loss: 1.076735, acc: 0.998047] [A loss: 2338.807129, acc: 0.007812]\n",
"5163: [D loss: 1.385054, acc: 0.988281] [A loss: 2801.492676, acc: 0.000000]\n",
"5164: [D loss: 0.727028, acc: 0.998047] [A loss: 2341.159668, acc: 0.003906]\n",
"5165: [D loss: 3.031050, acc: 0.990234] [A loss: 2680.088623, acc: 0.000000]\n",
"5166: [D loss: 0.000000, acc: 1.000000] [A loss: 2055.534912, acc: 0.003906]\n",
"5167: [D loss: 0.981277, acc: 0.992188] [A loss: 2253.448730, acc: 0.007812]\n",
"5168: [D loss: 0.329310, acc: 0.996094] [A loss: 2125.519531, acc: 0.011719]\n",
"5169: [D loss: 1.992146, acc: 0.996094] [A loss: 1899.759521, acc: 0.015625]\n",
"5170: [D loss: 8.083242, acc: 0.968750] [A loss: 4050.112549, acc: 0.000000]\n",
"5171: [D loss: 0.000000, acc: 1.000000] [A loss: 3377.239502, acc: 0.000000]\n",
"5172: [D loss: 0.000000, acc: 1.000000] [A loss: 2751.649170, acc: 0.000000]\n",
"5173: [D loss: 0.000000, acc: 1.000000] [A loss: 2178.735352, acc: 0.000000]\n",
"5174: [D loss: 3.510613, acc: 0.982422] [A loss: 3125.670898, acc: 0.000000]\n",
"5175: [D loss: 0.000000, acc: 1.000000] [A loss: 2625.846680, acc: 0.000000]\n",
"5176: [D loss: 0.652087, acc: 0.998047] [A loss: 2205.393066, acc: 0.000000]\n",
"5177: [D loss: 4.439858, acc: 0.982422] [A loss: 3350.352051, acc: 0.000000]\n",
"5178: [D loss: 0.000000, acc: 1.000000] [A loss: 2737.733643, acc: 0.000000]\n",
"5179: [D loss: 0.000000, acc: 1.000000] [A loss: 2030.392212, acc: 0.000000]\n",
"5180: [D loss: 2.907767, acc: 0.984375] [A loss: 3111.491699, acc: 0.000000]\n",
"5181: [D loss: 0.000000, acc: 1.000000] [A loss: 2462.223877, acc: 0.000000]\n",
"5182: [D loss: 2.162647, acc: 0.994141] [A loss: 2592.385498, acc: 0.000000]\n",
"5183: [D loss: 0.601732, acc: 0.998047] [A loss: 2071.366699, acc: 0.011719]\n",
"5184: [D loss: 5.862825, acc: 0.982422] [A loss: 3305.017090, acc: 0.000000]\n",
"5185: [D loss: 0.000000, acc: 1.000000] [A loss: 2752.338623, acc: 0.000000]\n",
"5186: [D loss: 0.000001, acc: 1.000000] [A loss: 2119.450439, acc: 0.000000]\n",
"5187: [D loss: 4.898595, acc: 0.984375] [A loss: 3238.726074, acc: 0.000000]\n",
"5188: [D loss: 0.000000, acc: 1.000000] [A loss: 2587.549072, acc: 0.000000]\n",
"5189: [D loss: 0.169451, acc: 0.998047] [A loss: 2268.608887, acc: 0.000000]\n",
"5190: [D loss: 1.630605, acc: 0.992188] [A loss: 2695.680176, acc: 0.000000]\n",
"5191: [D loss: 1.177007, acc: 0.998047] [A loss: 2321.609863, acc: 0.000000]\n",
"5192: [D loss: 0.692265, acc: 0.992188] [A loss: 2773.484863, acc: 0.000000]\n",
"5193: [D loss: 0.001838, acc: 0.998047] [A loss: 2231.139160, acc: 0.003906]\n",
"5194: [D loss: 1.035014, acc: 0.994141] [A loss: 2617.700439, acc: 0.000000]\n",
"5195: [D loss: 1.406922, acc: 0.994141] [A loss: 2754.455811, acc: 0.000000]\n",
"5196: [D loss: 0.307621, acc: 0.998047] [A loss: 2362.754150, acc: 0.003906]\n",
"5197: [D loss: 2.893062, acc: 0.992188] [A loss: 3005.493896, acc: 0.000000]\n",
"5198: [D loss: 0.000000, acc: 1.000000] [A loss: 2334.895264, acc: 0.000000]\n",
"5199: [D loss: 1.497208, acc: 0.994141] [A loss: 2715.231445, acc: 0.000000]\n",
"5200: [D loss: 0.000000, acc: 1.000000] [A loss: 2195.250000, acc: 0.000000]\n",
"5201: [D loss: 5.395974, acc: 0.982422] [A loss: 3989.808594, acc: 0.000000]\n",
"5202: [D loss: 0.000000, acc: 1.000000] [A loss: 3482.302002, acc: 0.000000]\n",
"5203: [D loss: 0.000000, acc: 1.000000] [A loss: 2792.398438, acc: 0.000000]\n",
"5204: [D loss: 0.000000, acc: 1.000000] [A loss: 2168.538086, acc: 0.003906]\n",
"5205: [D loss: 0.700065, acc: 0.996094] [A loss: 2220.351562, acc: 0.000000]\n",
"5206: [D loss: 3.122444, acc: 0.988281] [A loss: 3406.807617, acc: 0.000000]\n",
"5207: [D loss: 0.000000, acc: 1.000000] [A loss: 2722.612793, acc: 0.000000]\n",
"5208: [D loss: 0.124935, acc: 0.998047] [A loss: 2437.438721, acc: 0.000000]\n",
"5209: [D loss: 0.945022, acc: 0.994141] [A loss: 2855.021973, acc: 0.000000]\n",
"5210: [D loss: 0.000000, acc: 1.000000] [A loss: 2206.935059, acc: 0.003906]\n",
"5211: [D loss: 2.146870, acc: 0.994141] [A loss: 2619.511719, acc: 0.000000]\n",
"5212: [D loss: 0.576999, acc: 0.998047] [A loss: 2546.137695, acc: 0.000000]\n",
"5213: [D loss: 0.291523, acc: 0.998047] [A loss: 2277.363281, acc: 0.003906]\n",
"5214: [D loss: 1.683573, acc: 0.990234] [A loss: 3303.695068, acc: 0.000000]\n",
"5215: [D loss: 0.000000, acc: 1.000000] [A loss: 2753.490479, acc: 0.003906]\n",
"5216: [D loss: 0.000000, acc: 1.000000] [A loss: 2115.442139, acc: 0.007812]\n",
"5217: [D loss: 6.617804, acc: 0.988281] [A loss: 3616.511475, acc: 0.000000]\n",
"5218: [D loss: 0.000000, acc: 1.000000] [A loss: 2994.277832, acc: 0.000000]\n",
"5219: [D loss: 0.000000, acc: 1.000000] [A loss: 2383.954590, acc: 0.000000]\n",
"5220: [D loss: 0.206777, acc: 0.996094] [A loss: 2462.636230, acc: 0.000000]\n",
"5221: [D loss: 1.524435, acc: 0.990234] [A loss: 3719.076904, acc: 0.000000]\n",
"5222: [D loss: 0.000000, acc: 1.000000] [A loss: 3040.129395, acc: 0.000000]\n",
"5223: [D loss: 0.119179, acc: 0.998047] [A loss: 2989.128418, acc: 0.003906]\n",
"5224: [D loss: 0.000000, acc: 1.000000] [A loss: 2296.488525, acc: 0.003906]\n",
"5225: [D loss: 1.356716, acc: 0.990234] [A loss: 3566.941650, acc: 0.000000]\n",
"5226: [D loss: 0.000000, acc: 1.000000] [A loss: 2929.671631, acc: 0.000000]\n",
"5227: [D loss: 0.000000, acc: 1.000000] [A loss: 2384.277344, acc: 0.003906]\n",
"5228: [D loss: 0.765923, acc: 0.990234] [A loss: 3550.142578, acc: 0.000000]\n",
"5229: [D loss: 0.000000, acc: 1.000000] [A loss: 3036.537109, acc: 0.000000]\n",
"5230: [D loss: 0.000000, acc: 1.000000] [A loss: 2466.556152, acc: 0.000000]\n",
"5231: [D loss: 0.602753, acc: 0.994141] [A loss: 2980.196533, acc: 0.000000]\n",
"5232: [D loss: 0.000000, acc: 1.000000] [A loss: 2381.021484, acc: 0.000000]\n",
"5233: [D loss: 0.089646, acc: 0.998047] [A loss: 2201.506836, acc: 0.000000]\n",
"5234: [D loss: 4.775375, acc: 0.982422] [A loss: 4514.426758, acc: 0.000000]\n",
"5235: [D loss: 323.506134, acc: 0.998047] [A loss: 3384.835449, acc: 0.000000]\n",
"5236: [D loss: 0.000000, acc: 1.000000] [A loss: 2604.473633, acc: 0.000000]\n",
"5237: [D loss: 1.933800, acc: 0.992188] [A loss: 2735.106445, acc: 0.000000]\n",
"5238: [D loss: 1.513244, acc: 0.994141] [A loss: 2569.097168, acc: 0.003906]\n",
"5239: [D loss: 1.328567, acc: 0.992188] [A loss: 2478.419434, acc: 0.000000]\n",
"5240: [D loss: 1.050609, acc: 0.992188] [A loss: 2551.518555, acc: 0.000000]\n",
"5241: [D loss: 2.933949, acc: 0.986328] [A loss: 2980.775635, acc: 0.000000]\n",
"5242: [D loss: 0.289240, acc: 0.998047] [A loss: 2502.572998, acc: 0.003906]\n",
"5243: [D loss: 5.759964, acc: 0.990234] [A loss: 2492.683105, acc: 0.000000]\n",
"5244: [D loss: 5.622720, acc: 0.988281] [A loss: 2890.213379, acc: 0.000000]\n",
"5245: [D loss: 0.510851, acc: 0.998047] [A loss: 2304.363281, acc: 0.003906]\n",
"5246: [D loss: 13.922724, acc: 0.968750] [A loss: 3892.074951, acc: 0.000000]\n",
"5247: [D loss: 0.000000, acc: 1.000000] [A loss: 3109.047607, acc: 0.000000]\n",
"5248: [D loss: 0.308291, acc: 0.998047] [A loss: 2644.687500, acc: 0.003906]\n",
"5249: [D loss: 1.648023, acc: 0.990234] [A loss: 2644.117432, acc: 0.000000]\n",
"5250: [D loss: 5.999192, acc: 0.988281] [A loss: 2832.104004, acc: 0.000000]\n",
"5251: [D loss: 4.035240, acc: 0.988281] [A loss: 3076.432129, acc: 0.000000]\n",
"5252: [D loss: 0.375208, acc: 0.996094] [A loss: 2658.990723, acc: 0.000000]\n",
"5253: [D loss: 2.582104, acc: 0.990234] [A loss: 2902.671875, acc: 0.000000]\n",
"5254: [D loss: 1.226542, acc: 0.994141] [A loss: 2627.470215, acc: 0.003906]\n",
"5255: [D loss: 3.779075, acc: 0.986328] [A loss: 3235.468262, acc: 0.000000]\n",
"5256: [D loss: 2.342717, acc: 0.990234] [A loss: 3287.808105, acc: 0.000000]\n",
"5257: [D loss: 0.380204, acc: 0.998047] [A loss: 2824.354248, acc: 0.000000]\n",
"5258: [D loss: 2.003853, acc: 0.992188] [A loss: 2886.914551, acc: 0.000000]\n",
"5259: [D loss: 1.672966, acc: 0.990234] [A loss: 3130.036865, acc: 0.000000]\n",
"5260: [D loss: 2.242119, acc: 0.994141] [A loss: 3018.977539, acc: 0.000000]\n",
"5261: [D loss: 0.045727, acc: 0.998047] [A loss: 2399.388916, acc: 0.011719]\n",
"5262: [D loss: 6.580936, acc: 0.986328] [A loss: 3126.054688, acc: 0.000000]\n",
"5263: [D loss: 5.350666, acc: 0.992188] [A loss: 3426.866211, acc: 0.000000]\n",
"5264: [D loss: 0.000000, acc: 1.000000] [A loss: 2544.997803, acc: 0.007812]\n",
"5265: [D loss: 9.826060, acc: 0.982422] [A loss: 3783.126709, acc: 0.000000]\n",
"5266: [D loss: 0.000000, acc: 1.000000] [A loss: 3014.319092, acc: 0.000000]\n",
"5267: [D loss: 2.264767, acc: 0.994141] [A loss: 2853.429443, acc: 0.000000]\n",
"5268: [D loss: 1.327132, acc: 0.990234] [A loss: 3519.634033, acc: 0.000000]\n",
"5269: [D loss: 0.997061, acc: 0.996094] [A loss: 3113.974609, acc: 0.000000]\n",
"5270: [D loss: 2.675149, acc: 0.990234] [A loss: 3730.881836, acc: 0.000000]\n",
"5271: [D loss: 0.000000, acc: 1.000000] [A loss: 2871.841309, acc: 0.000000]\n",
"5272: [D loss: 4.017751, acc: 0.988281] [A loss: 3780.335938, acc: 0.000000]\n",
"5273: [D loss: 0.000000, acc: 1.000000] [A loss: 2983.875488, acc: 0.003906]\n",
"5274: [D loss: 2.386918, acc: 0.992188] [A loss: 3391.088135, acc: 0.000000]\n",
"5275: [D loss: 0.000000, acc: 1.000000] [A loss: 2727.527344, acc: 0.003906]\n",
"5276: [D loss: 8.147648, acc: 0.984375] [A loss: 4109.844727, acc: 0.000000]\n",
"5277: [D loss: 0.655677, acc: 0.998047] [A loss: 3724.391113, acc: 0.000000]\n",
"5278: [D loss: 0.000000, acc: 1.000000] [A loss: 2839.814941, acc: 0.000000]\n",
"5279: [D loss: 3.470675, acc: 0.980469] [A loss: 4861.878906, acc: 0.000000]\n",
"5280: [D loss: 0.000000, acc: 1.000000] [A loss: 4083.761963, acc: 0.000000]\n",
"5281: [D loss: 0.000000, acc: 1.000000] [A loss: 3210.249512, acc: 0.000000]\n",
"5282: [D loss: 3.036709, acc: 0.990234] [A loss: 3904.702393, acc: 0.000000]\n",
"5283: [D loss: 0.000000, acc: 1.000000] [A loss: 3113.914307, acc: 0.000000]\n",
"5284: [D loss: 1.292080, acc: 0.996094] [A loss: 2925.968262, acc: 0.003906]\n",
"5285: [D loss: 2.234710, acc: 0.988281] [A loss: 4038.353027, acc: 0.000000]\n",
"5286: [D loss: 0.000000, acc: 1.000000] [A loss: 3211.410400, acc: 0.000000]\n",
"5287: [D loss: 2.290242, acc: 0.986328] [A loss: 4704.114258, acc: 0.000000]\n",
"5288: [D loss: 0.000000, acc: 1.000000] [A loss: 3939.725342, acc: 0.000000]\n",
"5289: [D loss: 0.000000, acc: 1.000000] [A loss: 2922.049072, acc: 0.007812]\n",
"5290: [D loss: 1.053959, acc: 0.992188] [A loss: 3682.453613, acc: 0.000000]\n",
"5291: [D loss: 0.000000, acc: 1.000000] [A loss: 2884.299316, acc: 0.003906]\n",
"5292: [D loss: 9.001130, acc: 0.988281] [A loss: 4287.049805, acc: 0.000000]\n",
"5293: [D loss: 0.000000, acc: 1.000000] [A loss: 3364.706055, acc: 0.000000]\n",
"5294: [D loss: 1.918585, acc: 0.994141] [A loss: 3701.865967, acc: 0.000000]\n",
"5295: [D loss: 0.000000, acc: 1.000000] [A loss: 2815.584717, acc: 0.003906]\n",
"5296: [D loss: 4.790823, acc: 0.986328] [A loss: 4517.053711, acc: 0.000000]\n",
"5297: [D loss: 0.000000, acc: 1.000000] [A loss: 3601.994141, acc: 0.000000]\n",
"5298: [D loss: 0.742000, acc: 0.996094] [A loss: 3678.183594, acc: 0.000000]\n",
"5299: [D loss: 0.000000, acc: 1.000000] [A loss: 2784.196533, acc: 0.000000]\n",
"5300: [D loss: 7.263596, acc: 0.982422] [A loss: 5263.466797, acc: 0.000000]\n",
"5301: [D loss: 0.000000, acc: 1.000000] [A loss: 4286.724121, acc: 0.000000]\n",
"5302: [D loss: 0.000000, acc: 1.000000] [A loss: 3535.985107, acc: 0.000000]\n",
"5303: [D loss: 0.000000, acc: 1.000000] [A loss: 2746.535645, acc: 0.007812]\n",
"5304: [D loss: 2.469812, acc: 0.994141] [A loss: 3110.496582, acc: 0.000000]\n",
"5305: [D loss: 3.972903, acc: 0.992188] [A loss: 4174.208008, acc: 0.000000]\n",
"5306: [D loss: 0.000000, acc: 1.000000] [A loss: 3158.161133, acc: 0.000000]\n",
"5307: [D loss: 2.533823, acc: 0.994141] [A loss: 3669.832520, acc: 0.000000]\n",
"5308: [D loss: 2.813857, acc: 0.994141] [A loss: 4164.601074, acc: 0.000000]\n",
"5309: [D loss: 0.000000, acc: 1.000000] [A loss: 3407.799072, acc: 0.000000]\n",
"5310: [D loss: 3.926134, acc: 0.990234] [A loss: 4673.604980, acc: 0.000000]\n",
"5311: [D loss: 0.000000, acc: 1.000000] [A loss: 3963.112793, acc: 0.000000]\n",
"5312: [D loss: 1.947842, acc: 0.996094] [A loss: 3840.864502, acc: 0.000000]\n",
"5313: [D loss: 0.385411, acc: 0.998047] [A loss: 3642.424316, acc: 0.000000]\n",
"5314: [D loss: 0.000000, acc: 1.000000] [A loss: 2628.118652, acc: 0.007812]\n",
"5315: [D loss: 4.018870, acc: 0.990234] [A loss: 4443.346191, acc: 0.000000]\n",
"5316: [D loss: 0.000000, acc: 1.000000] [A loss: 3635.673096, acc: 0.000000]\n",
"5317: [D loss: 0.000000, acc: 1.000000] [A loss: 2582.959473, acc: 0.000000]\n",
"5318: [D loss: 5.981173, acc: 0.984375] [A loss: 5247.914062, acc: 0.000000]\n",
"5319: [D loss: 0.000000, acc: 1.000000] [A loss: 4440.732422, acc: 0.000000]\n",
"5320: [D loss: 0.000000, acc: 1.000000] [A loss: 3577.553223, acc: 0.000000]\n",
"5321: [D loss: 0.000000, acc: 1.000000] [A loss: 2843.733887, acc: 0.003906]\n",
"5322: [D loss: 6.805466, acc: 0.984375] [A loss: 5138.087402, acc: 0.000000]\n",
"5323: [D loss: 0.000000, acc: 1.000000] [A loss: 4292.710938, acc: 0.000000]\n",
"5324: [D loss: 0.000000, acc: 1.000000] [A loss: 3525.526855, acc: 0.003906]\n",
"5325: [D loss: 1.412072, acc: 0.998047] [A loss: 3154.428711, acc: 0.000000]\n",
"5326: [D loss: 1.064177, acc: 0.994141] [A loss: 3733.572266, acc: 0.003906]\n",
"5327: [D loss: 0.465333, acc: 0.998047] [A loss: 3313.992188, acc: 0.000000]\n",
"5328: [D loss: 0.220072, acc: 0.998047] [A loss: 3071.008057, acc: 0.003906]\n",
"5329: [D loss: 0.274638, acc: 0.996094] [A loss: 3434.770264, acc: 0.000000]\n",
"5330: [D loss: 1.120406, acc: 0.992188] [A loss: 4736.030273, acc: 0.000000]\n",
"5331: [D loss: 0.679511, acc: 0.998047] [A loss: 4190.159668, acc: 0.000000]\n",
"5332: [D loss: 0.145297, acc: 0.998047] [A loss: 3997.933594, acc: 0.000000]\n",
"5333: [D loss: 1.221660, acc: 0.998047] [A loss: 3869.669922, acc: 0.000000]\n",
"5334: [D loss: 0.000000, acc: 1.000000] [A loss: 2874.992188, acc: 0.011719]\n",
"5335: [D loss: 6.332858, acc: 0.986328] [A loss: 5718.831543, acc: 0.000000]\n",
"5336: [D loss: 0.000000, acc: 1.000000] [A loss: 4710.007812, acc: 0.000000]\n",
"5337: [D loss: 0.000000, acc: 1.000000] [A loss: 3968.135254, acc: 0.000000]\n",
"5338: [D loss: 0.000000, acc: 1.000000] [A loss: 3203.229492, acc: 0.000000]\n",
"5339: [D loss: 4.486793, acc: 0.990234] [A loss: 4736.978516, acc: 0.000000]\n",
"5340: [D loss: 0.000000, acc: 1.000000] [A loss: 4055.481201, acc: 0.000000]\n",
"5341: [D loss: 0.000000, acc: 1.000000] [A loss: 3155.659668, acc: 0.000000]\n",
"5342: [D loss: 5.048204, acc: 0.990234] [A loss: 4796.195312, acc: 0.000000]\n",
"5343: [D loss: 0.000000, acc: 1.000000] [A loss: 4145.843262, acc: 0.000000]\n",
"5344: [D loss: 0.000000, acc: 1.000000] [A loss: 3310.826660, acc: 0.000000]\n",
"5345: [D loss: 3.886556, acc: 0.994141] [A loss: 4070.427002, acc: 0.000000]\n",
"5346: [D loss: 0.000000, acc: 1.000000] [A loss: 3376.041992, acc: 0.000000]\n",
"5347: [D loss: 1.378246, acc: 0.994141] [A loss: 4192.124512, acc: 0.000000]\n",
"5348: [D loss: 0.000000, acc: 1.000000] [A loss: 3241.553711, acc: 0.007812]\n",
"5349: [D loss: 0.000000, acc: 1.000000] [A loss: 2473.667969, acc: 0.019531]\n",
"5350: [D loss: 10.493190, acc: 0.972656] [A loss: 6013.398438, acc: 0.000000]\n",
"5351: [D loss: 0.000000, acc: 1.000000] [A loss: 5318.847656, acc: 0.000000]\n",
"5352: [D loss: 0.000000, acc: 1.000000] [A loss: 4648.032227, acc: 0.000000]\n",
"5353: [D loss: 0.420387, acc: 0.998047] [A loss: 4190.651855, acc: 0.003906]\n",
"5354: [D loss: 0.116078, acc: 0.998047] [A loss: 3640.229980, acc: 0.000000]\n",
"5355: [D loss: 0.054569, acc: 0.998047] [A loss: 3218.043945, acc: 0.000000]\n",
"5356: [D loss: 2.729858, acc: 0.994141] [A loss: 3655.380615, acc: 0.000000]\n",
"5357: [D loss: 0.677716, acc: 0.998047] [A loss: 3180.154785, acc: 0.003906]\n",
"5358: [D loss: 0.000000, acc: 1.000000] [A loss: 2648.959473, acc: 0.007812]\n",
"5359: [D loss: 9.236839, acc: 0.972656] [A loss: 5734.659180, acc: 0.000000]\n",
"5360: [D loss: 0.000000, acc: 1.000000] [A loss: 4811.956543, acc: 0.000000]\n",
"5361: [D loss: 0.000000, acc: 1.000000] [A loss: 4046.155762, acc: 0.000000]\n",
"5362: [D loss: 0.000000, acc: 1.000000] [A loss: 3045.945068, acc: 0.000000]\n",
"5363: [D loss: 1.872780, acc: 0.996094] [A loss: 3274.457520, acc: 0.003906]\n",
"5364: [D loss: 1.670482, acc: 0.994141] [A loss: 3396.521729, acc: 0.000000]\n",
"5365: [D loss: 0.454155, acc: 0.998047] [A loss: 2997.084961, acc: 0.003906]\n",
"5366: [D loss: 2.656945, acc: 0.996094] [A loss: 3027.534424, acc: 0.007812]\n",
"5367: [D loss: 7.079949, acc: 0.988281] [A loss: 4373.674805, acc: 0.000000]\n",
"5368: [D loss: 0.244361, acc: 0.998047] [A loss: 3731.326660, acc: 0.000000]\n",
"5369: [D loss: 1.420637, acc: 0.998047] [A loss: 3514.786133, acc: 0.000000]\n",
"5370: [D loss: 0.159404, acc: 0.998047] [A loss: 2921.298828, acc: 0.003906]\n",
"5371: [D loss: 1.739588, acc: 0.990234] [A loss: 4324.153809, acc: 0.000000]\n",
"5372: [D loss: 0.000000, acc: 1.000000] [A loss: 3461.912598, acc: 0.000000]\n",
"5373: [D loss: 1.847146, acc: 0.998047] [A loss: 3057.839355, acc: 0.003906]\n",
"5374: [D loss: 3.352890, acc: 0.994141] [A loss: 3598.339844, acc: 0.000000]\n",
"5375: [D loss: 0.000000, acc: 1.000000] [A loss: 2922.256836, acc: 0.000000]\n",
"5376: [D loss: 4.980328, acc: 0.990234] [A loss: 4338.382324, acc: 0.000000]\n",
"5377: [D loss: 0.000000, acc: 1.000000] [A loss: 3436.164551, acc: 0.003906]\n",
"5378: [D loss: 0.267379, acc: 0.998047] [A loss: 3237.384277, acc: 0.000000]\n",
"5379: [D loss: 0.559994, acc: 0.996094] [A loss: 3415.789062, acc: 0.000000]\n",
"5380: [D loss: 0.000000, acc: 1.000000] [A loss: 2646.156494, acc: 0.007812]\n",
"5381: [D loss: 3.918760, acc: 0.986328] [A loss: 4859.653320, acc: 0.000000]\n",
"5382: [D loss: 0.000000, acc: 1.000000] [A loss: 3913.638184, acc: 0.000000]\n",
"5383: [D loss: 0.279260, acc: 0.998047] [A loss: 3632.855469, acc: 0.000000]\n",
"5384: [D loss: 0.920398, acc: 0.998047] [A loss: 3388.543213, acc: 0.000000]\n",
"5385: [D loss: 0.225383, acc: 0.998047] [A loss: 3106.238281, acc: 0.003906]\n",
"5386: [D loss: 4.851030, acc: 0.984375] [A loss: 5353.656738, acc: 0.000000]\n",
"5387: [D loss: 0.000000, acc: 1.000000] [A loss: 4791.155762, acc: 0.000000]\n",
"5388: [D loss: 0.000000, acc: 1.000000] [A loss: 4013.156006, acc: 0.000000]\n",
"5389: [D loss: 1.636023, acc: 0.996094] [A loss: 4041.473633, acc: 0.000000]\n",
"5390: [D loss: 0.000000, acc: 1.000000] [A loss: 3132.873535, acc: 0.003906]\n",
"5391: [D loss: 1.497130, acc: 0.996094] [A loss: 3338.583984, acc: 0.000000]\n",
"5392: [D loss: 0.000000, acc: 1.000000] [A loss: 2514.560791, acc: 0.003906]\n",
"5393: [D loss: 7.996034, acc: 0.974609] [A loss: 5952.231445, acc: 0.000000]\n",
"5394: [D loss: 0.000000, acc: 1.000000] [A loss: 5027.493652, acc: 0.000000]\n",
"5395: [D loss: 0.000000, acc: 1.000000] [A loss: 4313.106445, acc: 0.000000]\n",
"5396: [D loss: 0.000000, acc: 1.000000] [A loss: 3566.872559, acc: 0.000000]\n",
"5397: [D loss: 2.248693, acc: 0.992188] [A loss: 4322.644043, acc: 0.000000]\n",
"5398: [D loss: 0.000000, acc: 1.000000] [A loss: 3291.406250, acc: 0.000000]\n",
"5399: [D loss: 1.504818, acc: 0.996094] [A loss: 3333.524170, acc: 0.000000]\n",
"5400: [D loss: 1.031938, acc: 0.996094] [A loss: 3582.091309, acc: 0.000000]\n",
"5401: [D loss: 0.568669, acc: 0.998047] [A loss: 3106.647949, acc: 0.007812]\n",
"5402: [D loss: 5.960995, acc: 0.986328] [A loss: 4874.423828, acc: 0.000000]\n",
"5403: [D loss: 0.000000, acc: 1.000000] [A loss: 3954.464844, acc: 0.000000]\n",
"5404: [D loss: 0.000000, acc: 1.000000] [A loss: 3295.208740, acc: 0.000000]\n",
"5405: [D loss: 3.575081, acc: 0.990234] [A loss: 4552.367188, acc: 0.000000]\n",
"5406: [D loss: 0.000000, acc: 1.000000] [A loss: 3717.425537, acc: 0.000000]\n",
"5407: [D loss: 0.000000, acc: 1.000000] [A loss: 2819.831787, acc: 0.007812]\n",
"5408: [D loss: 10.257521, acc: 0.980469] [A loss: 5529.625000, acc: 0.000000]\n",
"5409: [D loss: 0.000000, acc: 1.000000] [A loss: 4653.508789, acc: 0.000000]\n",
"5410: [D loss: 0.000000, acc: 1.000000] [A loss: 3993.091553, acc: 0.000000]\n",
"5411: [D loss: 0.662864, acc: 0.998047] [A loss: 3378.461426, acc: 0.000000]\n",
"5412: [D loss: 3.581820, acc: 0.988281] [A loss: 4808.254395, acc: 0.000000]\n",
"5413: [D loss: 0.000000, acc: 1.000000] [A loss: 4021.403809, acc: 0.000000]\n",
"5414: [D loss: 0.326410, acc: 0.998047] [A loss: 3794.543213, acc: 0.000000]\n",
"5415: [D loss: 0.000000, acc: 1.000000] [A loss: 2795.294189, acc: 0.000000]\n",
"5416: [D loss: 2.808676, acc: 0.990234] [A loss: 4160.288574, acc: 0.000000]\n",
"5417: [D loss: 0.000000, acc: 1.000000] [A loss: 3228.908447, acc: 0.007812]\n",
"5418: [D loss: 0.147846, acc: 0.994141] [A loss: 3810.097412, acc: 0.000000]\n",
"5419: [D loss: 0.000000, acc: 1.000000] [A loss: 2992.387451, acc: 0.000000]\n",
"5420: [D loss: 6.354648, acc: 0.980469] [A loss: 5729.711914, acc: 0.000000]\n",
"5421: [D loss: 0.000000, acc: 1.000000] [A loss: 4825.307617, acc: 0.000000]\n",
"5422: [D loss: 0.000000, acc: 1.000000] [A loss: 4019.731201, acc: 0.000000]\n",
"5423: [D loss: 0.295197, acc: 0.998047] [A loss: 3684.678467, acc: 0.000000]\n",
"5424: [D loss: 0.879132, acc: 0.996094] [A loss: 3684.633057, acc: 0.000000]\n",
"5425: [D loss: 1.250376, acc: 0.996094] [A loss: 3680.246094, acc: 0.003906]\n",
"5426: [D loss: 0.077415, acc: 0.998047] [A loss: 3464.464600, acc: 0.000000]\n",
"5427: [D loss: 1.592847, acc: 0.992188] [A loss: 4444.816406, acc: 0.000000]\n",
"5428: [D loss: 0.000000, acc: 1.000000] [A loss: 3727.513672, acc: 0.000000]\n",
"5429: [D loss: 0.561643, acc: 0.998047] [A loss: 3297.766113, acc: 0.000000]\n",
"5430: [D loss: 408.728302, acc: 0.990234] [A loss: 2256.080811, acc: 0.023438]\n",
"5431: [D loss: 27.356426, acc: 0.941406] [A loss: 4709.897461, acc: 0.000000]\n",
"5432: [D loss: 0.232956, acc: 0.998047] [A loss: 3710.625488, acc: 0.000000]\n",
"5433: [D loss: 2.898052, acc: 0.992188] [A loss: 3183.000488, acc: 0.003906]\n",
"5434: [D loss: 2.677264, acc: 0.992188] [A loss: 2804.564453, acc: 0.003906]\n",
"5435: [D loss: 9.515385, acc: 0.978516] [A loss: 3287.716309, acc: 0.003906]\n",
"5436: [D loss: 8.849539, acc: 0.978516] [A loss: 3728.457031, acc: 0.003906]\n",
"5437: [D loss: 3.510299, acc: 0.994141] [A loss: 3317.093018, acc: 0.000000]\n",
"5438: [D loss: 5.921638, acc: 0.986328] [A loss: 3343.984619, acc: 0.003906]\n",
"5439: [D loss: 4.800926, acc: 0.990234] [A loss: 3107.031738, acc: 0.011719]\n",
"5440: [D loss: 13.521011, acc: 0.978516] [A loss: 3738.143799, acc: 0.000000]\n",
"5441: [D loss: 4.429712, acc: 0.994141] [A loss: 3104.849121, acc: 0.003906]\n",
"5442: [D loss: 11.061022, acc: 0.970703] [A loss: 4140.532227, acc: 0.003906]\n",
"5443: [D loss: 0.117545, acc: 0.998047] [A loss: 3407.134766, acc: 0.000000]\n",
"5444: [D loss: 2.615367, acc: 0.994141] [A loss: 3036.603760, acc: 0.000000]\n",
"5445: [D loss: 21.101042, acc: 0.968750] [A loss: 4242.080078, acc: 0.000000]\n",
"5446: [D loss: 0.000000, acc: 1.000000] [A loss: 3243.625977, acc: 0.000000]\n",
"5447: [D loss: 3.360937, acc: 0.984375] [A loss: 3614.617432, acc: 0.003906]\n",
"5448: [D loss: 1.965168, acc: 0.996094] [A loss: 3015.342773, acc: 0.007812]\n",
"5449: [D loss: 10.815968, acc: 0.970703] [A loss: 4347.279785, acc: 0.000000]\n",
"5450: [D loss: 4.666086, acc: 0.994141] [A loss: 3889.612305, acc: 0.000000]\n",
"5451: [D loss: 2.284368, acc: 0.992188] [A loss: 3447.273438, acc: 0.000000]\n",
"5452: [D loss: 2.410462, acc: 0.990234] [A loss: 3394.983398, acc: 0.011719]\n",
"5453: [D loss: 6.368700, acc: 0.982422] [A loss: 4053.127197, acc: 0.003906]\n",
"5454: [D loss: 2.331134, acc: 0.998047] [A loss: 3493.025146, acc: 0.007812]\n",
"5455: [D loss: 5.155767, acc: 0.986328] [A loss: 3822.320068, acc: 0.000000]\n",
"5456: [D loss: 1.919574, acc: 0.996094] [A loss: 3127.726562, acc: 0.003906]\n",
"5457: [D loss: 6.460935, acc: 0.980469] [A loss: 4267.419434, acc: 0.000000]\n",
"5458: [D loss: 4.221658, acc: 0.992188] [A loss: 4150.468750, acc: 0.003906]\n",
"5459: [D loss: 0.000000, acc: 1.000000] [A loss: 2990.483643, acc: 0.015625]\n",
"5460: [D loss: 15.652509, acc: 0.962891] [A loss: 5435.430176, acc: 0.000000]\n",
"5461: [D loss: 0.000000, acc: 1.000000] [A loss: 4495.599609, acc: 0.000000]\n",
"5462: [D loss: 3.463603, acc: 0.996094] [A loss: 3812.054932, acc: 0.003906]\n",
"5463: [D loss: 0.444140, acc: 0.996094] [A loss: 3431.812500, acc: 0.003906]\n",
"5464: [D loss: 8.727077, acc: 0.986328] [A loss: 3844.451660, acc: 0.000000]\n",
"5465: [D loss: 6.501112, acc: 0.994141] [A loss: 3451.562744, acc: 0.007812]\n",
"5466: [D loss: 3.082661, acc: 0.990234] [A loss: 3761.276855, acc: 0.000000]\n",
"5467: [D loss: 2.977137, acc: 0.990234] [A loss: 4034.258057, acc: 0.000000]\n",
"5468: [D loss: 1.501232, acc: 0.998047] [A loss: 3255.571533, acc: 0.000000]\n",
"5469: [D loss: 11.581654, acc: 0.974609] [A loss: 5284.961914, acc: 0.000000]\n",
"5470: [D loss: 0.000000, acc: 1.000000] [A loss: 4427.756836, acc: 0.000000]\n",
"5471: [D loss: 2.421252, acc: 0.998047] [A loss: 3725.872559, acc: 0.000000]\n",
"5472: [D loss: 16.026119, acc: 0.972656] [A loss: 5875.523926, acc: 0.000000]\n",
"5473: [D loss: 0.000000, acc: 1.000000] [A loss: 4857.057129, acc: 0.000000]\n",
"5474: [D loss: 0.756130, acc: 0.998047] [A loss: 4227.152344, acc: 0.000000]\n",
"5475: [D loss: 3.336647, acc: 0.994141] [A loss: 3905.765869, acc: 0.000000]\n",
"5476: [D loss: 4.123736, acc: 0.988281] [A loss: 4580.058594, acc: 0.000000]\n",
"5477: [D loss: 2.340015, acc: 0.996094] [A loss: 4276.815918, acc: 0.000000]\n",
"5478: [D loss: 1.403362, acc: 0.996094] [A loss: 3752.444580, acc: 0.003906]\n",
"5479: [D loss: 7.926378, acc: 0.988281] [A loss: 4395.110352, acc: 0.000000]\n",
"5480: [D loss: 0.086357, acc: 0.998047] [A loss: 3785.379883, acc: 0.000000]\n",
"5481: [D loss: 6.986860, acc: 0.990234] [A loss: 4293.023438, acc: 0.000000]\n",
"5482: [D loss: 0.646025, acc: 0.996094] [A loss: 3794.679443, acc: 0.003906]\n",
"5483: [D loss: 5.701755, acc: 0.990234] [A loss: 4519.237793, acc: 0.000000]\n",
"5484: [D loss: 0.147165, acc: 0.998047] [A loss: 4133.536621, acc: 0.000000]\n",
"5485: [D loss: 8.216344, acc: 0.990234] [A loss: 4900.974121, acc: 0.000000]\n",
"5486: [D loss: 0.948514, acc: 0.998047] [A loss: 4085.657471, acc: 0.000000]\n",
"5487: [D loss: 0.288826, acc: 0.998047] [A loss: 3603.235596, acc: 0.000000]\n",
"5488: [D loss: 7.528605, acc: 0.988281] [A loss: 4932.516113, acc: 0.000000]\n",
"5489: [D loss: 0.000000, acc: 1.000000] [A loss: 4052.487549, acc: 0.000000]\n",
"5490: [D loss: 1.249231, acc: 0.996094] [A loss: 3696.395508, acc: 0.003906]\n",
"5491: [D loss: 5.361614, acc: 0.992188] [A loss: 4499.870605, acc: 0.000000]\n",
"5492: [D loss: 1.103682, acc: 0.998047] [A loss: 3888.839355, acc: 0.000000]\n",
"5493: [D loss: 2.745835, acc: 0.994141] [A loss: 4430.544434, acc: 0.000000]\n",
"5494: [D loss: 1.644951, acc: 0.996094] [A loss: 4188.772461, acc: 0.003906]\n",
"5495: [D loss: 2.515657, acc: 0.998047] [A loss: 3867.024414, acc: 0.000000]\n",
"5496: [D loss: 8.332298, acc: 0.992188] [A loss: 4766.976562, acc: 0.000000]\n",
"5497: [D loss: 1.349728, acc: 0.994141] [A loss: 5012.394043, acc: 0.000000]\n",
"5498: [D loss: 0.000000, acc: 1.000000] [A loss: 4148.761719, acc: 0.000000]\n",
"5499: [D loss: 1.865915, acc: 0.998047] [A loss: 3649.070312, acc: 0.000000]\n",
"5500: [D loss: 7.680999, acc: 0.986328] [A loss: 6171.721191, acc: 0.000000]\n",
"5501: [D loss: 0.000000, acc: 1.000000] [A loss: 4984.830078, acc: 0.000000]\n",
"5502: [D loss: 0.000000, acc: 1.000000] [A loss: 3914.740234, acc: 0.003906]\n",
"5503: [D loss: 5.887654, acc: 0.992188] [A loss: 5027.789062, acc: 0.000000]\n",
"5504: [D loss: 0.000000, acc: 1.000000] [A loss: 3954.423340, acc: 0.003906]\n",
"5505: [D loss: 2.347388, acc: 0.996094] [A loss: 4239.154785, acc: 0.000000]\n",
"5506: [D loss: 0.141224, acc: 0.998047] [A loss: 3982.935547, acc: 0.000000]\n",
"5507: [D loss: 9.076770, acc: 0.988281] [A loss: 6081.690430, acc: 0.000000]\n",
"5508: [D loss: 0.000000, acc: 1.000000] [A loss: 4987.973145, acc: 0.000000]\n",
"5509: [D loss: 2.107950, acc: 0.996094] [A loss: 5238.854004, acc: 0.000000]\n",
"5510: [D loss: 0.000000, acc: 1.000000] [A loss: 4290.084961, acc: 0.000000]\n",
"5511: [D loss: 3.599124, acc: 0.994141] [A loss: 4911.176270, acc: 0.000000]\n",
"5512: [D loss: 1.397451, acc: 0.996094] [A loss: 5303.064941, acc: 0.000000]\n",
"5513: [D loss: 0.057964, acc: 0.998047] [A loss: 4996.661621, acc: 0.000000]\n",
"5514: [D loss: 0.326432, acc: 0.998047] [A loss: 4614.635254, acc: 0.000000]\n",
"5515: [D loss: 1.238831, acc: 0.996094] [A loss: 4918.674316, acc: 0.000000]\n",
"5516: [D loss: 0.022628, acc: 0.998047] [A loss: 4685.311523, acc: 0.000000]\n",
"5517: [D loss: 0.799530, acc: 0.998047] [A loss: 4501.572266, acc: 0.000000]\n",
"5518: [D loss: 2.776221, acc: 0.990234] [A loss: 6328.672363, acc: 0.000000]\n",
"5519: [D loss: 0.000000, acc: 1.000000] [A loss: 5590.879395, acc: 0.000000]\n",
"5520: [D loss: 0.016816, acc: 0.998047] [A loss: 5251.686035, acc: 0.000000]\n",
"5521: [D loss: 0.000000, acc: 1.000000] [A loss: 4323.057617, acc: 0.000000]\n",
"5522: [D loss: 0.924288, acc: 0.996094] [A loss: 4980.829590, acc: 0.000000]\n",
"5523: [D loss: 0.000000, acc: 1.000000] [A loss: 3939.449463, acc: 0.000000]\n",
"5524: [D loss: 1.233397, acc: 0.994141] [A loss: 5390.844727, acc: 0.000000]\n",
"5525: [D loss: 0.314278, acc: 0.998047] [A loss: 5330.919922, acc: 0.000000]\n",
"5526: [D loss: 0.000000, acc: 1.000000] [A loss: 4365.069336, acc: 0.000000]\n",
"5527: [D loss: 0.368205, acc: 0.998047] [A loss: 4291.472168, acc: 0.000000]\n",
"5528: [D loss: 0.000000, acc: 1.000000] [A loss: 3212.124023, acc: 0.003906]\n",
"5529: [D loss: 11.991747, acc: 0.986328] [A loss: 6865.661133, acc: 0.000000]\n",
"5530: [D loss: 0.000000, acc: 1.000000] [A loss: 5897.026367, acc: 0.000000]\n",
"5531: [D loss: 0.000000, acc: 1.000000] [A loss: 4911.270020, acc: 0.000000]\n",
"5532: [D loss: 0.732711, acc: 0.996094] [A loss: 5321.237305, acc: 0.000000]\n",
"5533: [D loss: 0.000000, acc: 1.000000] [A loss: 4354.171875, acc: 0.000000]\n",
"5534: [D loss: 2.184067, acc: 0.994141] [A loss: 5658.124512, acc: 0.000000]\n",
"5535: [D loss: 0.000000, acc: 1.000000] [A loss: 4529.085938, acc: 0.000000]\n",
"5536: [D loss: 0.311615, acc: 0.998047] [A loss: 4415.874512, acc: 0.000000]\n",
"5537: [D loss: 0.000000, acc: 1.000000] [A loss: 3577.222900, acc: 0.000000]\n",
"5538: [D loss: 9.645672, acc: 0.984375] [A loss: 7162.631836, acc: 0.000000]\n",
"5539: [D loss: 0.000000, acc: 1.000000] [A loss: 6271.384766, acc: 0.000000]\n",
"5540: [D loss: 0.000000, acc: 1.000000] [A loss: 5239.159668, acc: 0.000000]\n",
"5541: [D loss: 0.000000, acc: 1.000000] [A loss: 4287.559570, acc: 0.003906]\n",
"5542: [D loss: 0.585657, acc: 0.998047] [A loss: 4040.616455, acc: 0.003906]\n",
"5543: [D loss: 2.485146, acc: 0.998047] [A loss: 3897.069580, acc: 0.000000]\n",
"5544: [D loss: 0.410134, acc: 0.998047] [A loss: 3663.603027, acc: 0.003906]\n",
"5545: [D loss: 4.423437, acc: 0.990234] [A loss: 6078.483398, acc: 0.000000]\n",
"5546: [D loss: 0.000000, acc: 1.000000] [A loss: 4976.593750, acc: 0.000000]\n",
"5547: [D loss: 0.000000, acc: 1.000000] [A loss: 4048.760742, acc: 0.000000]\n",
"5548: [D loss: 2.474323, acc: 0.994141] [A loss: 5372.605469, acc: 0.000000]\n",
"5549: [D loss: 0.000000, acc: 1.000000] [A loss: 4099.615723, acc: 0.000000]\n",
"5550: [D loss: 2.865267, acc: 0.988281] [A loss: 6957.103516, acc: 0.000000]\n",
"5551: [D loss: 0.000000, acc: 1.000000] [A loss: 5941.036133, acc: 0.000000]\n",
"5552: [D loss: 0.000000, acc: 1.000000] [A loss: 5021.380859, acc: 0.000000]\n",
"5553: [D loss: 0.615427, acc: 0.996094] [A loss: 5372.792969, acc: 0.000000]\n",
"5554: [D loss: 0.000000, acc: 1.000000] [A loss: 4364.528809, acc: 0.000000]\n",
"5555: [D loss: 3.511618, acc: 0.990234] [A loss: 6553.762695, acc: 0.000000]\n",
"5556: [D loss: 0.000000, acc: 1.000000] [A loss: 5693.673828, acc: 0.000000]\n",
"5557: [D loss: 0.000000, acc: 1.000000] [A loss: 4594.267090, acc: 0.000000]\n",
"5558: [D loss: 2.760111, acc: 0.994141] [A loss: 5813.815918, acc: 0.000000]\n",
"5559: [D loss: 1.049317, acc: 0.998047] [A loss: 5436.084961, acc: 0.003906]\n",
"5560: [D loss: 0.000000, acc: 1.000000] [A loss: 4565.824707, acc: 0.003906]\n",
"5561: [D loss: 2.375751, acc: 0.992188] [A loss: 6271.212402, acc: 0.000000]\n",
"5562: [D loss: 0.000000, acc: 1.000000] [A loss: 5251.173828, acc: 0.000000]\n",
"5563: [D loss: 0.000000, acc: 1.000000] [A loss: 4312.188477, acc: 0.003906]\n",
"5564: [D loss: 2.214619, acc: 0.996094] [A loss: 5099.002930, acc: 0.000000]\n",
"5565: [D loss: 0.198257, acc: 0.998047] [A loss: 4867.033203, acc: 0.000000]\n",
"5566: [D loss: 0.654596, acc: 0.998047] [A loss: 4764.672363, acc: 0.000000]\n",
"5567: [D loss: 2.395533, acc: 0.998047] [A loss: 4816.248047, acc: 0.000000]\n",
"5568: [D loss: 0.000000, acc: 1.000000] [A loss: 3779.010986, acc: 0.000000]\n",
"5569: [D loss: 5.252224, acc: 0.988281] [A loss: 6947.037598, acc: 0.000000]\n",
"5570: [D loss: 0.000000, acc: 1.000000] [A loss: 5859.498535, acc: 0.000000]\n",
"5571: [D loss: 0.000000, acc: 1.000000] [A loss: 4922.339844, acc: 0.000000]\n",
"5572: [D loss: 0.000000, acc: 1.000000] [A loss: 3951.668457, acc: 0.000000]\n",
"5573: [D loss: 3.698830, acc: 0.988281] [A loss: 6721.879395, acc: 0.000000]\n",
"5574: [D loss: 0.000000, acc: 1.000000] [A loss: 5925.006836, acc: 0.000000]\n",
"5575: [D loss: 0.000000, acc: 1.000000] [A loss: 4818.210449, acc: 0.000000]\n",
"5576: [D loss: 0.000000, acc: 1.000000] [A loss: 3893.039795, acc: 0.000000]\n",
"5577: [D loss: 4.062711, acc: 0.992188] [A loss: 6011.234863, acc: 0.000000]\n",
"5578: [D loss: 0.000000, acc: 1.000000] [A loss: 5058.453613, acc: 0.000000]\n",
"5579: [D loss: 0.000000, acc: 1.000000] [A loss: 3902.559570, acc: 0.007812]\n",
"5580: [D loss: 2.233287, acc: 0.992188] [A loss: 5598.470703, acc: 0.000000]\n",
"5581: [D loss: 0.000000, acc: 1.000000] [A loss: 4812.552246, acc: 0.000000]\n",
"5582: [D loss: 0.000000, acc: 1.000000] [A loss: 3795.220703, acc: 0.003906]\n",
"5583: [D loss: 1.676799, acc: 0.996094] [A loss: 4335.755371, acc: 0.000000]\n",
"5584: [D loss: 1.428852, acc: 0.994141] [A loss: 5692.162109, acc: 0.000000]\n",
"5585: [D loss: 0.000000, acc: 1.000000] [A loss: 4783.319824, acc: 0.000000]\n",
"5586: [D loss: 0.000000, acc: 1.000000] [A loss: 3738.047607, acc: 0.000000]\n",
"5587: [D loss: 3.687477, acc: 0.988281] [A loss: 6641.642090, acc: 0.000000]\n",
"5588: [D loss: 0.000000, acc: 1.000000] [A loss: 5718.362305, acc: 0.000000]\n",
"5589: [D loss: 0.000000, acc: 1.000000] [A loss: 4979.847656, acc: 0.000000]\n",
"5590: [D loss: 0.000000, acc: 1.000000] [A loss: 3981.677734, acc: 0.000000]\n",
"5591: [D loss: 4.987082, acc: 0.994141] [A loss: 5047.374512, acc: 0.000000]\n",
"5592: [D loss: 0.000000, acc: 1.000000] [A loss: 4102.525879, acc: 0.003906]\n",
"5593: [D loss: 4.066811, acc: 0.996094] [A loss: 4723.909180, acc: 0.000000]\n",
"5594: [D loss: 2.168504, acc: 0.994141] [A loss: 5927.848633, acc: 0.000000]\n",
"5595: [D loss: 0.000000, acc: 1.000000] [A loss: 4980.969238, acc: 0.000000]\n",
"5596: [D loss: 0.000000, acc: 1.000000] [A loss: 4179.131348, acc: 0.003906]\n",
"5597: [D loss: 4.717720, acc: 0.992188] [A loss: 6156.365234, acc: 0.000000]\n",
"5598: [D loss: 0.000000, acc: 1.000000] [A loss: 5227.323242, acc: 0.000000]\n",
"5599: [D loss: 0.000000, acc: 1.000000] [A loss: 4129.357910, acc: 0.000000]\n",
"5600: [D loss: 2.567877, acc: 0.998047] [A loss: 3946.882812, acc: 0.000000]\n",
"5601: [D loss: 5.813228, acc: 0.988281] [A loss: 6907.300293, acc: 0.000000]\n",
"5602: [D loss: 0.000000, acc: 1.000000] [A loss: 6102.769043, acc: 0.000000]\n",
"5603: [D loss: 0.000000, acc: 1.000000] [A loss: 4955.629395, acc: 0.000000]\n",
"5604: [D loss: 0.000000, acc: 1.000000] [A loss: 4198.413086, acc: 0.003906]\n",
"5605: [D loss: 2.531051, acc: 0.992188] [A loss: 6095.623047, acc: 0.000000]\n",
"5606: [D loss: 0.000000, acc: 1.000000] [A loss: 5070.121582, acc: 0.000000]\n",
"5607: [D loss: 0.785836, acc: 0.998047] [A loss: 4870.374512, acc: 0.000000]\n",
"5608: [D loss: 0.000000, acc: 1.000000] [A loss: 4010.182373, acc: 0.003906]\n",
"5609: [D loss: 1.434842, acc: 0.996094] [A loss: 4577.262695, acc: 0.003906]\n",
"5610: [D loss: 0.000000, acc: 1.000000] [A loss: 3740.477051, acc: 0.015625]\n",
"5611: [D loss: 3.170542, acc: 0.984375] [A loss: 6983.323242, acc: 0.000000]\n",
"5612: [D loss: 0.000000, acc: 1.000000] [A loss: 6227.162598, acc: 0.000000]\n",
"5613: [D loss: 0.000000, acc: 1.000000] [A loss: 5406.553711, acc: 0.000000]\n",
"5614: [D loss: 0.355141, acc: 0.998047] [A loss: 5064.964844, acc: 0.000000]\n",
"5615: [D loss: 0.000000, acc: 1.000000] [A loss: 4038.371582, acc: 0.003906]\n",
"5616: [D loss: 0.797268, acc: 0.994141] [A loss: 5384.900391, acc: 0.000000]\n",
"5617: [D loss: 2.431454, acc: 0.998047] [A loss: 4872.852539, acc: 0.000000]\n",
"5618: [D loss: 2.150823, acc: 0.998047] [A loss: 4489.738281, acc: 0.000000]\n",
"5619: [D loss: 1.870305, acc: 0.994141] [A loss: 5769.983398, acc: 0.000000]\n",
"5620: [D loss: 0.000000, acc: 1.000000] [A loss: 4841.888672, acc: 0.000000]\n",
"5621: [D loss: 1.750012, acc: 0.998047] [A loss: 4614.007812, acc: 0.000000]\n",
"5622: [D loss: 1.753882, acc: 0.994141] [A loss: 5947.943359, acc: 0.000000]\n",
"5623: [D loss: 0.000000, acc: 1.000000] [A loss: 4908.218262, acc: 0.000000]\n",
"5624: [D loss: 0.000000, acc: 1.000000] [A loss: 3945.127686, acc: 0.000000]\n",
"5625: [D loss: 0.129187, acc: 0.998047] [A loss: 4001.161621, acc: 0.003906]\n",
"5626: [D loss: 2.928771, acc: 0.994141] [A loss: 5298.287109, acc: 0.000000]\n",
"5627: [D loss: 0.000000, acc: 1.000000] [A loss: 4430.988281, acc: 0.000000]\n",
"5628: [D loss: 4.058750, acc: 0.994141] [A loss: 5885.896973, acc: 0.000000]\n",
"5629: [D loss: 0.000000, acc: 1.000000] [A loss: 4885.686523, acc: 0.000000]\n",
"5630: [D loss: 0.000000, acc: 1.000000] [A loss: 4017.978271, acc: 0.000000]\n",
"5631: [D loss: 5.745194, acc: 0.992188] [A loss: 6179.876465, acc: 0.000000]\n",
"5632: [D loss: 0.000000, acc: 1.000000] [A loss: 5009.819824, acc: 0.000000]\n",
"5633: [D loss: 0.000000, acc: 1.000000] [A loss: 4176.303223, acc: 0.007812]\n",
"5634: [D loss: 2.801381, acc: 0.996094] [A loss: 5231.249023, acc: 0.000000]\n",
"5635: [D loss: 0.000000, acc: 1.000000] [A loss: 4222.920410, acc: 0.003906]\n",
"5636: [D loss: 2.356542, acc: 0.996094] [A loss: 5055.860352, acc: 0.000000]\n",
"5637: [D loss: 0.000000, acc: 1.000000] [A loss: 3897.535645, acc: 0.007812]\n",
"5638: [D loss: 3.379183, acc: 0.994141] [A loss: 5643.992676, acc: 0.000000]\n",
"5639: [D loss: 0.854717, acc: 0.998047] [A loss: 5661.837891, acc: 0.000000]\n",
"5640: [D loss: 0.000000, acc: 1.000000] [A loss: 4726.694336, acc: 0.000000]\n",
"5641: [D loss: 2.523056, acc: 0.998047] [A loss: 4622.093750, acc: 0.000000]\n",
"5642: [D loss: 0.178547, acc: 0.998047] [A loss: 4848.555664, acc: 0.000000]\n",
"5643: [D loss: 0.475814, acc: 0.998047] [A loss: 5153.169434, acc: 0.000000]\n",
"5644: [D loss: 0.000000, acc: 1.000000] [A loss: 3875.216553, acc: 0.000000]\n",
"5645: [D loss: 2.845369, acc: 0.988281] [A loss: 7379.963867, acc: 0.000000]\n",
"5646: [D loss: 0.000000, acc: 1.000000] [A loss: 6457.490723, acc: 0.000000]\n",
"5647: [D loss: 0.274778, acc: 0.998047] [A loss: 6181.862793, acc: 0.000000]\n",
"5648: [D loss: 0.000000, acc: 1.000000] [A loss: 5374.501465, acc: 0.000000]\n",
"5649: [D loss: 0.000000, acc: 1.000000] [A loss: 4438.291016, acc: 0.000000]\n",
"5650: [D loss: 1.813335, acc: 0.996094] [A loss: 5135.297363, acc: 0.000000]\n",
"5651: [D loss: 0.000000, acc: 1.000000] [A loss: 4224.071777, acc: 0.000000]\n",
"5652: [D loss: 0.300728, acc: 0.996094] [A loss: 5344.130859, acc: 0.000000]\n",
"5653: [D loss: 0.000000, acc: 1.000000] [A loss: 4375.938477, acc: 0.000000]\n",
"5654: [D loss: 2.924404, acc: 0.996094] [A loss: 5287.735840, acc: 0.003906]\n",
"5655: [D loss: 0.000000, acc: 1.000000] [A loss: 4204.689453, acc: 0.000000]\n",
"5656: [D loss: 4.595214, acc: 0.994141] [A loss: 5984.353516, acc: 0.000000]\n",
"5657: [D loss: 0.000000, acc: 1.000000] [A loss: 5214.025391, acc: 0.000000]\n",
"5658: [D loss: 0.000000, acc: 1.000000] [A loss: 4146.839844, acc: 0.000000]\n",
"5659: [D loss: 2.965959, acc: 0.994141] [A loss: 6143.737305, acc: 0.000000]\n",
"5660: [D loss: 0.000000, acc: 1.000000] [A loss: 4971.162598, acc: 0.000000]\n",
"5661: [D loss: 0.712528, acc: 0.996094] [A loss: 5904.976562, acc: 0.000000]\n",
"5662: [D loss: 0.000000, acc: 1.000000] [A loss: 4797.583984, acc: 0.000000]\n",
"5663: [D loss: 0.000000, acc: 1.000000] [A loss: 4043.599609, acc: 0.003906]\n",
"5664: [D loss: 1.125521, acc: 0.996094] [A loss: 5053.028320, acc: 0.000000]\n",
"5665: [D loss: 0.000000, acc: 1.000000] [A loss: 4273.059570, acc: 0.003906]\n",
"5666: [D loss: 3.945604, acc: 0.992188] [A loss: 6868.475098, acc: 0.000000]\n",
"5667: [D loss: 0.000000, acc: 1.000000] [A loss: 5874.845703, acc: 0.000000]\n",
"5668: [D loss: 0.000000, acc: 1.000000] [A loss: 4914.088379, acc: 0.000000]\n",
"5669: [D loss: 1.217057, acc: 0.996094] [A loss: 5799.993652, acc: 0.000000]\n",
"5670: [D loss: 0.503546, acc: 0.998047] [A loss: 6060.806152, acc: 0.000000]\n",
"5671: [D loss: 0.000000, acc: 1.000000] [A loss: 5059.774414, acc: 0.000000]\n",
"5672: [D loss: 0.000000, acc: 1.000000] [A loss: 4126.812988, acc: 0.003906]\n",
"5673: [D loss: 4.006241, acc: 0.994141] [A loss: 6275.636230, acc: 0.000000]\n",
"5674: [D loss: 0.000000, acc: 1.000000] [A loss: 5389.014648, acc: 0.000000]\n",
"5675: [D loss: 0.000000, acc: 1.000000] [A loss: 4477.334961, acc: 0.000000]\n",
"5676: [D loss: 1.140341, acc: 0.998047] [A loss: 4784.308594, acc: 0.003906]\n",
"5677: [D loss: 2.836318, acc: 0.994141] [A loss: 6708.460938, acc: 0.000000]\n",
"5678: [D loss: 0.000000, acc: 1.000000] [A loss: 5722.635742, acc: 0.000000]\n",
"5679: [D loss: 0.000000, acc: 1.000000] [A loss: 4863.125977, acc: 0.000000]\n",
"5680: [D loss: 4.478990, acc: 0.992188] [A loss: 7238.927734, acc: 0.000000]\n",
"5681: [D loss: 0.000000, acc: 1.000000] [A loss: 6252.232422, acc: 0.000000]\n",
"5682: [D loss: 0.000000, acc: 1.000000] [A loss: 5314.369141, acc: 0.000000]\n",
"5683: [D loss: 0.000000, acc: 1.000000] [A loss: 4535.471680, acc: 0.000000]\n",
"5684: [D loss: 4.916205, acc: 0.996094] [A loss: 5226.712891, acc: 0.000000]\n",
"5685: [D loss: 0.000000, acc: 1.000000] [A loss: 4532.787109, acc: 0.000000]\n",
"5686: [D loss: 2.500920, acc: 0.994141] [A loss: 6214.343750, acc: 0.000000]\n",
"5687: [D loss: 0.000000, acc: 1.000000] [A loss: 5391.347168, acc: 0.000000]\n",
"5688: [D loss: 1.174029, acc: 0.998047] [A loss: 5559.597656, acc: 0.000000]\n",
"5689: [D loss: 0.000000, acc: 1.000000] [A loss: 4432.883789, acc: 0.000000]\n",
"5690: [D loss: 0.888368, acc: 0.998047] [A loss: 4529.439941, acc: 0.003906]\n",
"5691: [D loss: 2.925358, acc: 0.996094] [A loss: 5848.988281, acc: 0.000000]\n",
"5692: [D loss: 0.000000, acc: 1.000000] [A loss: 4951.658203, acc: 0.000000]\n",
"5693: [D loss: 0.109154, acc: 0.998047] [A loss: 5081.754883, acc: 0.000000]\n",
"5694: [D loss: 0.000000, acc: 1.000000] [A loss: 4208.297363, acc: 0.003906]\n",
"5695: [D loss: 3.774566, acc: 0.994141] [A loss: 6190.050293, acc: 0.000000]\n",
"5696: [D loss: 0.000000, acc: 1.000000] [A loss: 5256.503906, acc: 0.000000]\n",
"5697: [D loss: 0.000000, acc: 1.000000] [A loss: 4314.091309, acc: 0.000000]\n",
"5698: [D loss: 1.924253, acc: 0.994141] [A loss: 6294.411621, acc: 0.000000]\n",
"5699: [D loss: 0.000000, acc: 1.000000] [A loss: 5461.960938, acc: 0.000000]\n",
"5700: [D loss: 0.000000, acc: 1.000000] [A loss: 4370.582520, acc: 0.003906]\n",
"5701: [D loss: 0.234718, acc: 0.998047] [A loss: 4709.881836, acc: 0.000000]\n",
"5702: [D loss: 0.106179, acc: 0.998047] [A loss: 5024.680664, acc: 0.003906]\n",
"5703: [D loss: 0.000000, acc: 1.000000] [A loss: 3921.979736, acc: 0.003906]\n",
"5704: [D loss: 5.631474, acc: 0.988281] [A loss: 7412.381836, acc: 0.000000]\n",
"5705: [D loss: 0.000000, acc: 1.000000] [A loss: 6794.416504, acc: 0.000000]\n",
"5706: [D loss: 0.000000, acc: 1.000000] [A loss: 5758.084961, acc: 0.000000]\n",
"5707: [D loss: 0.000000, acc: 1.000000] [A loss: 4976.012207, acc: 0.000000]\n",
"5708: [D loss: 1.886592, acc: 0.996094] [A loss: 5826.711914, acc: 0.000000]\n",
"5709: [D loss: 0.000000, acc: 1.000000] [A loss: 4721.383301, acc: 0.000000]\n",
"5710: [D loss: 2.472939, acc: 0.996094] [A loss: 5845.385742, acc: 0.000000]\n",
"5711: [D loss: 0.000000, acc: 1.000000] [A loss: 4680.876953, acc: 0.003906]\n",
"5712: [D loss: 3.217808, acc: 0.998047] [A loss: 4923.300781, acc: 0.000000]\n",
"5713: [D loss: 1.655578, acc: 0.996094] [A loss: 5800.835449, acc: 0.000000]\n",
"5714: [D loss: 0.000000, acc: 1.000000] [A loss: 4797.054688, acc: 0.003906]\n",
"5715: [D loss: 1.361092, acc: 0.996094] [A loss: 5891.673828, acc: 0.000000]\n",
"5716: [D loss: 0.000000, acc: 1.000000] [A loss: 5156.968262, acc: 0.000000]\n",
"5717: [D loss: 1.157937, acc: 0.998047] [A loss: 5069.874023, acc: 0.000000]\n",
"5718: [D loss: 0.000000, acc: 1.000000] [A loss: 4017.322021, acc: 0.000000]\n",
"5719: [D loss: 0.000000, acc: 1.000000] [A loss: 3129.867676, acc: 0.015625]\n",
"5720: [D loss: 18.518124, acc: 0.976562] [A loss: 7696.168945, acc: 0.000000]\n",
"5721: [D loss: 0.000000, acc: 1.000000] [A loss: 6750.262695, acc: 0.000000]\n",
"5722: [D loss: 0.000000, acc: 1.000000] [A loss: 5676.993652, acc: 0.000000]\n",
"5723: [D loss: 0.000000, acc: 1.000000] [A loss: 4803.609375, acc: 0.000000]\n",
"5724: [D loss: 1.964861, acc: 0.996094] [A loss: 5122.150879, acc: 0.000000]\n",
"5725: [D loss: 0.693787, acc: 0.998047] [A loss: 4674.977051, acc: 0.000000]\n",
"5726: [D loss: 0.000000, acc: 1.000000] [A loss: 3730.431152, acc: 0.003906]\n",
"5727: [D loss: 6.633887, acc: 0.990234] [A loss: 5596.465820, acc: 0.000000]\n",
"5728: [D loss: 0.000000, acc: 1.000000] [A loss: 4528.070312, acc: 0.000000]\n",
"5729: [D loss: 0.710193, acc: 0.996094] [A loss: 4905.978516, acc: 0.003906]\n",
"5730: [D loss: 0.000000, acc: 1.000000] [A loss: 3696.250244, acc: 0.000000]\n",
"5731: [D loss: 8.218313, acc: 0.986328] [A loss: 6426.521973, acc: 0.000000]\n",
"5732: [D loss: 0.000000, acc: 1.000000] [A loss: 5671.423340, acc: 0.000000]\n",
"5733: [D loss: 0.184009, acc: 0.998047] [A loss: 5248.055664, acc: 0.000000]\n",
"5734: [D loss: 1.399350, acc: 0.998047] [A loss: 4735.601074, acc: 0.000000]\n",
"5735: [D loss: 0.924380, acc: 0.998047] [A loss: 4558.747070, acc: 0.000000]\n",
"5736: [D loss: 0.000000, acc: 1.000000] [A loss: 3606.934570, acc: 0.000000]\n",
"5737: [D loss: 5.565100, acc: 0.990234] [A loss: 5821.647949, acc: 0.000000]\n",
"5738: [D loss: 0.000000, acc: 1.000000] [A loss: 4728.743164, acc: 0.000000]\n",
"5739: [D loss: 1.336694, acc: 0.998047] [A loss: 4510.480469, acc: 0.000000]\n",
"5740: [D loss: 0.000000, acc: 1.000000] [A loss: 3528.284180, acc: 0.007812]\n",
"5741: [D loss: 11.567176, acc: 0.986328] [A loss: 6237.109375, acc: 0.000000]\n",
"5742: [D loss: 157.871292, acc: 0.998047] [A loss: 1916.183472, acc: 0.101562]\n",
"5743: [D loss: 75.024513, acc: 0.886719] [A loss: 4594.570312, acc: 0.000000]\n",
"5744: [D loss: 2.340130, acc: 0.998047] [A loss: 3725.179688, acc: 0.003906]\n",
"5745: [D loss: 1.630044, acc: 0.990234] [A loss: 3303.337646, acc: 0.003906]\n",
"5746: [D loss: 18.296434, acc: 0.974609] [A loss: 3230.324951, acc: 0.011719]\n",
"5747: [D loss: 14.393933, acc: 0.970703] [A loss: 3199.249023, acc: 0.027344]\n",
"5748: [D loss: 8.010494, acc: 0.976562] [A loss: 3372.274414, acc: 0.003906]\n",
"5749: [D loss: 12.008755, acc: 0.976562] [A loss: 3144.751953, acc: 0.007812]\n",
"5750: [D loss: 13.335279, acc: 0.972656] [A loss: 3470.729004, acc: 0.007812]\n",
"5751: [D loss: 12.761404, acc: 0.984375] [A loss: 3196.094727, acc: 0.007812]\n",
"5752: [D loss: 13.864686, acc: 0.972656] [A loss: 3258.775879, acc: 0.000000]\n",
"5753: [D loss: 9.352798, acc: 0.982422] [A loss: 3135.797363, acc: 0.007812]\n",
"5754: [D loss: 13.823867, acc: 0.970703] [A loss: 3364.848877, acc: 0.011719]\n",
"5755: [D loss: 0.922790, acc: 0.996094] [A loss: 2783.580078, acc: 0.015625]\n",
"5756: [D loss: 30.079313, acc: 0.949219] [A loss: 3949.809570, acc: 0.000000]\n",
"5757: [D loss: 2.404008, acc: 0.994141] [A loss: 3355.995850, acc: 0.003906]\n",
"5758: [D loss: 1.549259, acc: 0.994141] [A loss: 2767.282227, acc: 0.007812]\n",
"5759: [D loss: 13.082532, acc: 0.974609] [A loss: 3080.154785, acc: 0.011719]\n",
"5760: [D loss: 9.386550, acc: 0.976562] [A loss: 3223.301758, acc: 0.011719]\n",
"5761: [D loss: 6.882199, acc: 0.980469] [A loss: 3505.572998, acc: 0.003906]\n",
"5762: [D loss: 4.061217, acc: 0.988281] [A loss: 3059.768799, acc: 0.003906]\n",
"5763: [D loss: 208.935867, acc: 0.984375] [A loss: 2016.502930, acc: 0.050781]\n",
"5764: [D loss: 90.847099, acc: 0.882812] [A loss: 4761.361328, acc: 0.000000]\n",
"5765: [D loss: 0.217278, acc: 0.998047] [A loss: 3635.127441, acc: 0.011719]\n",
"5766: [D loss: 0.042399, acc: 0.998047] [A loss: 2879.378906, acc: 0.019531]\n",
"5767: [D loss: 13.015469, acc: 0.974609] [A loss: 2825.402832, acc: 0.003906]\n",
"5768: [D loss: 32.828056, acc: 0.958984] [A loss: 3388.576660, acc: 0.003906]\n",
"5769: [D loss: 14.822708, acc: 0.974609] [A loss: 3253.036133, acc: 0.003906]\n",
"5770: [D loss: 8.444987, acc: 0.976562] [A loss: 3195.382080, acc: 0.011719]\n",
"5771: [D loss: 6.369667, acc: 0.986328] [A loss: 2856.762207, acc: 0.015625]\n",
"5772: [D loss: 25.543264, acc: 0.966797] [A loss: 3352.177002, acc: 0.007812]\n",
"5773: [D loss: 12.768923, acc: 0.972656] [A loss: 3432.985840, acc: 0.007812]\n",
"5774: [D loss: 10.025413, acc: 0.980469] [A loss: 3476.701660, acc: 0.003906]\n",
"5775: [D loss: 8.526410, acc: 0.978516] [A loss: 3340.666992, acc: 0.011719]\n",
"5776: [D loss: 5.284156, acc: 0.988281] [A loss: 3047.833984, acc: 0.027344]\n",
"5777: [D loss: 32.087566, acc: 0.947266] [A loss: 4540.413574, acc: 0.000000]\n",
"5778: [D loss: 2.713077, acc: 0.996094] [A loss: 3690.727051, acc: 0.007812]\n",
"5779: [D loss: 4.744523, acc: 0.988281] [A loss: 3246.921875, acc: 0.007812]\n",
"5780: [D loss: 5.341207, acc: 0.980469] [A loss: 3515.073486, acc: 0.003906]\n",
"5781: [D loss: 9.955385, acc: 0.974609] [A loss: 3831.345947, acc: 0.007812]\n",
"5782: [D loss: 1.101421, acc: 0.996094] [A loss: 2968.473633, acc: 0.015625]\n",
"5783: [D loss: 24.633282, acc: 0.960938] [A loss: 4429.370117, acc: 0.003906]\n",
"5784: [D loss: 0.012954, acc: 0.998047] [A loss: 3388.958008, acc: 0.000000]\n",
"5785: [D loss: 9.919584, acc: 0.976562] [A loss: 4020.616211, acc: 0.000000]\n",
"5786: [D loss: 4.004448, acc: 0.992188] [A loss: 3362.252197, acc: 0.000000]\n",
"5787: [D loss: 11.066626, acc: 0.980469] [A loss: 3756.340820, acc: 0.011719]\n",
"5788: [D loss: 5.988251, acc: 0.992188] [A loss: 3315.190430, acc: 0.003906]\n",
"5789: [D loss: 19.652685, acc: 0.962891] [A loss: 4834.740723, acc: 0.000000]\n",
"5790: [D loss: 0.000000, acc: 1.000000] [A loss: 3907.128418, acc: 0.000000]\n",
"5791: [D loss: 5.942970, acc: 0.992188] [A loss: 3455.045898, acc: 0.007812]\n",
"5792: [D loss: 9.901391, acc: 0.978516] [A loss: 3943.198730, acc: 0.000000]\n",
"5793: [D loss: 0.958514, acc: 0.994141] [A loss: 3199.462402, acc: 0.007812]\n",
"5794: [D loss: 20.433804, acc: 0.968750] [A loss: 4812.238281, acc: 0.000000]\n",
"5795: [D loss: 1.776626, acc: 0.996094] [A loss: 3981.936279, acc: 0.007812]\n",
"5796: [D loss: 1.713328, acc: 0.990234] [A loss: 3835.361816, acc: 0.003906]\n",
"5797: [D loss: 8.056929, acc: 0.986328] [A loss: 4213.461914, acc: 0.000000]\n",
"5798: [D loss: 1.767539, acc: 0.992188] [A loss: 3798.175293, acc: 0.011719]\n",
"5799: [D loss: 9.560988, acc: 0.986328] [A loss: 3914.320312, acc: 0.000000]\n",
"5800: [D loss: 5.278947, acc: 0.988281] [A loss: 4217.036133, acc: 0.007812]\n",
"5801: [D loss: 2.823654, acc: 0.992188] [A loss: 3926.874512, acc: 0.000000]\n",
"5802: [D loss: 3.135196, acc: 0.988281] [A loss: 4262.643555, acc: 0.000000]\n",
"5803: [D loss: 3.232510, acc: 0.996094] [A loss: 3729.899170, acc: 0.007812]\n",
"5804: [D loss: 2.044720, acc: 0.994141] [A loss: 3354.225586, acc: 0.007812]\n",
"5805: [D loss: 19.916018, acc: 0.974609] [A loss: 5182.708984, acc: 0.000000]\n",
"5806: [D loss: 0.000000, acc: 1.000000] [A loss: 4004.717285, acc: 0.000000]\n",
"5807: [D loss: 1.384366, acc: 0.996094] [A loss: 3534.985596, acc: 0.000000]\n",
"5808: [D loss: 14.867281, acc: 0.974609] [A loss: 5449.420898, acc: 0.000000]\n",
"5809: [D loss: 0.000000, acc: 1.000000] [A loss: 4265.172363, acc: 0.000000]\n",
"5810: [D loss: 5.945204, acc: 0.990234] [A loss: 4575.098633, acc: 0.000000]\n",
"5811: [D loss: 4.952574, acc: 0.992188] [A loss: 4546.272949, acc: 0.000000]\n",
"5812: [D loss: 0.017613, acc: 0.998047] [A loss: 3896.356934, acc: 0.003906]\n",
"5813: [D loss: 8.106014, acc: 0.984375] [A loss: 4882.091309, acc: 0.000000]\n",
"5814: [D loss: 0.000000, acc: 1.000000] [A loss: 3577.795898, acc: 0.000000]\n",
"5815: [D loss: 7.683919, acc: 0.982422] [A loss: 4969.206055, acc: 0.000000]\n",
"5816: [D loss: 0.000000, acc: 1.000000] [A loss: 4171.183105, acc: 0.000000]\n",
"5817: [D loss: 0.212325, acc: 0.998047] [A loss: 3418.728027, acc: 0.003906]\n",
"5818: [D loss: 16.487093, acc: 0.964844] [A loss: 6573.937988, acc: 0.000000]\n",
"5819: [D loss: 0.000000, acc: 1.000000] [A loss: 5211.325684, acc: 0.000000]\n",
"5820: [D loss: 0.000000, acc: 1.000000] [A loss: 4551.399414, acc: 0.000000]\n",
"5821: [D loss: 0.000000, acc: 1.000000] [A loss: 3312.623291, acc: 0.007812]\n",
"5822: [D loss: 7.595453, acc: 0.986328] [A loss: 4503.938477, acc: 0.000000]\n",
"5823: [D loss: 3.225039, acc: 0.990234] [A loss: 4715.100098, acc: 0.000000]\n",
"5824: [D loss: 1.333048, acc: 0.998047] [A loss: 4089.085693, acc: 0.000000]\n",
"5825: [D loss: 5.531638, acc: 0.990234] [A loss: 4364.005859, acc: 0.000000]\n",
"5826: [D loss: 1.364471, acc: 0.998047] [A loss: 3887.970947, acc: 0.011719]\n",
"5827: [D loss: 8.405040, acc: 0.984375] [A loss: 5187.593750, acc: 0.000000]\n",
"5828: [D loss: 0.000000, acc: 1.000000] [A loss: 4297.269531, acc: 0.003906]\n",
"5829: [D loss: 0.458318, acc: 0.998047] [A loss: 3484.535645, acc: 0.003906]\n",
"5830: [D loss: 12.609313, acc: 0.976562] [A loss: 5949.204102, acc: 0.000000]\n",
"5831: [D loss: 0.000000, acc: 1.000000] [A loss: 5006.055176, acc: 0.000000]\n",
"5832: [D loss: 0.000000, acc: 1.000000] [A loss: 4133.033691, acc: 0.003906]\n",
"5833: [D loss: 2.513612, acc: 0.992188] [A loss: 4258.675293, acc: 0.000000]\n",
"5834: [D loss: 0.854092, acc: 0.996094] [A loss: 4183.717285, acc: 0.000000]\n",
"5835: [D loss: 5.399760, acc: 0.990234] [A loss: 4872.715332, acc: 0.000000]\n",
"5836: [D loss: 0.000000, acc: 1.000000] [A loss: 3763.535156, acc: 0.000000]\n",
"5837: [D loss: 6.726771, acc: 0.986328] [A loss: 5422.594727, acc: 0.000000]\n",
"5838: [D loss: 0.000000, acc: 1.000000] [A loss: 4311.450684, acc: 0.000000]\n",
"5839: [D loss: 4.802773, acc: 0.988281] [A loss: 5533.649902, acc: 0.000000]\n",
"5840: [D loss: 0.000000, acc: 1.000000] [A loss: 4652.858398, acc: 0.000000]\n",
"5841: [D loss: 0.289266, acc: 0.998047] [A loss: 4003.197266, acc: 0.000000]\n",
"5842: [D loss: 14.263613, acc: 0.986328] [A loss: 5603.276367, acc: 0.000000]\n",
"5843: [D loss: 0.000000, acc: 1.000000] [A loss: 4496.995117, acc: 0.000000]\n",
"5844: [D loss: 1.450845, acc: 0.996094] [A loss: 4345.917969, acc: 0.000000]\n",
"5845: [D loss: 2.091008, acc: 0.996094] [A loss: 4211.075684, acc: 0.003906]\n",
"5846: [D loss: 4.381639, acc: 0.988281] [A loss: 5922.081543, acc: 0.000000]\n",
"5847: [D loss: 0.000000, acc: 1.000000] [A loss: 4620.122070, acc: 0.000000]\n",
"5848: [D loss: 0.000000, acc: 1.000000] [A loss: 3839.071777, acc: 0.007812]\n",
"5849: [D loss: 7.865699, acc: 0.990234] [A loss: 5038.564453, acc: 0.000000]\n",
"5850: [D loss: 0.000000, acc: 1.000000] [A loss: 4125.579590, acc: 0.000000]\n",
"5851: [D loss: 4.141525, acc: 0.994141] [A loss: 4476.341309, acc: 0.003906]\n",
"5852: [D loss: 1.156186, acc: 0.996094] [A loss: 4464.492676, acc: 0.000000]\n",
"5853: [D loss: 2.063383, acc: 0.996094] [A loss: 4529.903809, acc: 0.003906]\n",
"5854: [D loss: 1.378971, acc: 0.998047] [A loss: 4222.523438, acc: 0.000000]\n",
"5855: [D loss: 1.164426, acc: 0.996094] [A loss: 4336.722656, acc: 0.000000]\n",
"5856: [D loss: 3.971782, acc: 0.988281] [A loss: 6387.596680, acc: 0.000000]\n",
"5857: [D loss: 0.000000, acc: 1.000000] [A loss: 5205.649414, acc: 0.003906]\n",
"5858: [D loss: 0.000002, acc: 1.000000] [A loss: 4089.806152, acc: 0.003906]\n",
"5859: [D loss: 4.875314, acc: 0.996094] [A loss: 4346.122559, acc: 0.000000]\n",
"5860: [D loss: 2.334933, acc: 0.996094] [A loss: 4581.739258, acc: 0.003906]\n",
"5861: [D loss: 0.000000, acc: 1.000000] [A loss: 3780.658936, acc: 0.003906]\n",
"5862: [D loss: 4.880606, acc: 0.988281] [A loss: 6339.156250, acc: 0.000000]\n",
"5863: [D loss: 0.000000, acc: 1.000000] [A loss: 5319.062988, acc: 0.003906]\n",
"5864: [D loss: 1.029878, acc: 0.998047] [A loss: 4686.604980, acc: 0.000000]\n",
"5865: [D loss: 0.462941, acc: 0.998047] [A loss: 4217.444336, acc: 0.003906]\n",
"5866: [D loss: 3.501403, acc: 0.992188] [A loss: 5729.317383, acc: 0.000000]\n",
"5867: [D loss: 0.667441, acc: 0.998047] [A loss: 5256.768066, acc: 0.000000]\n",
"5868: [D loss: 0.000000, acc: 1.000000] [A loss: 4279.674805, acc: 0.000000]\n",
"5869: [D loss: 0.905051, acc: 0.994141] [A loss: 5248.391113, acc: 0.000000]\n",
"5870: [D loss: 0.153505, acc: 0.998047] [A loss: 5136.058594, acc: 0.003906]\n",
"5871: [D loss: 0.000000, acc: 1.000000] [A loss: 4102.973145, acc: 0.003906]\n",
"5872: [D loss: 2.987318, acc: 0.992188] [A loss: 6045.916504, acc: 0.000000]\n",
"5873: [D loss: 0.000000, acc: 1.000000] [A loss: 4741.702148, acc: 0.000000]\n",
"5874: [D loss: 1.586010, acc: 0.994141] [A loss: 5894.781738, acc: 0.000000]\n",
"5875: [D loss: 0.000000, acc: 1.000000] [A loss: 5003.070312, acc: 0.000000]\n",
"5876: [D loss: 0.000000, acc: 1.000000] [A loss: 3862.371338, acc: 0.003906]\n",
"5877: [D loss: 0.000000, acc: 1.000000] [A loss: 2826.446289, acc: 0.023438]\n",
"5878: [D loss: 31.874140, acc: 0.951172] [A loss: 8111.306641, acc: 0.000000]\n",
"5879: [D loss: 0.000000, acc: 1.000000] [A loss: 6896.864746, acc: 0.000000]\n",
"5880: [D loss: 0.000000, acc: 1.000000] [A loss: 5875.083008, acc: 0.000000]\n",
"5881: [D loss: 0.000000, acc: 1.000000] [A loss: 5015.175293, acc: 0.000000]\n",
"5882: [D loss: 0.684539, acc: 0.998047] [A loss: 4306.864258, acc: 0.000000]\n",
"5883: [D loss: 0.542117, acc: 0.996094] [A loss: 3883.611572, acc: 0.000000]\n",
"5884: [D loss: 5.592113, acc: 0.986328] [A loss: 5028.150879, acc: 0.000000]\n",
"5885: [D loss: 0.000000, acc: 1.000000] [A loss: 3949.787598, acc: 0.000000]\n",
"5886: [D loss: 4.282359, acc: 0.994141] [A loss: 3784.935059, acc: 0.007812]\n",
"5887: [D loss: 9.392544, acc: 0.986328] [A loss: 5140.508789, acc: 0.000000]\n",
"5888: [D loss: 0.000000, acc: 1.000000] [A loss: 3976.242676, acc: 0.000000]\n",
"5889: [D loss: 3.156342, acc: 0.994141] [A loss: 4104.413086, acc: 0.000000]\n",
"5890: [D loss: 5.269163, acc: 0.992188] [A loss: 4377.620117, acc: 0.000000]\n",
"5891: [D loss: 2.595421, acc: 0.998047] [A loss: 3712.664307, acc: 0.007812]\n",
"5892: [D loss: 13.582610, acc: 0.978516] [A loss: 6483.056641, acc: 0.000000]\n",
"5893: [D loss: 0.000000, acc: 1.000000] [A loss: 5389.764648, acc: 0.000000]\n",
"5894: [D loss: 1.189135, acc: 0.994141] [A loss: 5586.831055, acc: 0.000000]\n",
"5895: [D loss: 0.000000, acc: 1.000000] [A loss: 4533.355957, acc: 0.000000]\n",
"5896: [D loss: 0.169832, acc: 0.998047] [A loss: 3647.044189, acc: 0.007812]\n",
"5897: [D loss: 6.580390, acc: 0.986328] [A loss: 5469.149414, acc: 0.000000]\n",
"5898: [D loss: 0.016263, acc: 0.998047] [A loss: 4947.294434, acc: 0.000000]\n",
"5899: [D loss: 0.000000, acc: 1.000000] [A loss: 3958.114990, acc: 0.000000]\n",
"5900: [D loss: 6.482217, acc: 0.986328] [A loss: 5673.292480, acc: 0.000000]\n",
"5901: [D loss: 0.000000, acc: 1.000000] [A loss: 4557.596191, acc: 0.000000]\n",
"5902: [D loss: 0.000000, acc: 1.000000] [A loss: 3551.285889, acc: 0.015625]\n",
"5903: [D loss: 17.093010, acc: 0.976562] [A loss: 6682.815430, acc: 0.000000]\n",
"5904: [D loss: 0.000000, acc: 1.000000] [A loss: 5517.683105, acc: 0.000000]\n",
"5905: [D loss: 0.000000, acc: 1.000000] [A loss: 4648.702148, acc: 0.000000]\n",
"5906: [D loss: 0.610784, acc: 0.996094] [A loss: 4579.831055, acc: 0.000000]\n",
"5907: [D loss: 0.000000, acc: 1.000000] [A loss: 3364.440186, acc: 0.003906]\n",
"5908: [D loss: 4.637795, acc: 0.982422] [A loss: 5718.384766, acc: 0.000000]\n",
"5909: [D loss: 0.000000, acc: 1.000000] [A loss: 4816.643066, acc: 0.000000]\n",
"5910: [D loss: 1.959408, acc: 0.998047] [A loss: 4146.758789, acc: 0.000000]\n",
"5911: [D loss: 0.261034, acc: 0.998047] [A loss: 3557.744141, acc: 0.011719]\n",
"5912: [D loss: 15.725355, acc: 0.980469] [A loss: 6204.625488, acc: 0.000000]\n",
"5913: [D loss: 0.000000, acc: 1.000000] [A loss: 5278.542969, acc: 0.000000]\n",
"5914: [D loss: 0.000000, acc: 1.000000] [A loss: 4394.586426, acc: 0.000000]\n",
"5915: [D loss: 0.941107, acc: 0.996094] [A loss: 3941.559082, acc: 0.000000]\n",
"5916: [D loss: 0.724939, acc: 0.996094] [A loss: 3884.283203, acc: 0.007812]\n",
"5917: [D loss: 4.824053, acc: 0.988281] [A loss: 5403.858887, acc: 0.000000]\n",
"5918: [D loss: 0.694442, acc: 0.996094] [A loss: 5339.021484, acc: 0.000000]\n",
"5919: [D loss: 0.000000, acc: 1.000000] [A loss: 4409.185547, acc: 0.000000]\n",
"5920: [D loss: 0.409838, acc: 0.998047] [A loss: 3709.805176, acc: 0.003906]\n",
"5921: [D loss: 1.788794, acc: 0.994141] [A loss: 4345.709961, acc: 0.000000]\n",
"5922: [D loss: 2.060502, acc: 0.992188] [A loss: 5043.875488, acc: 0.000000]\n",
"5923: [D loss: 2.666545, acc: 0.994141] [A loss: 5600.240723, acc: 0.000000]\n",
"5924: [D loss: 0.000000, acc: 1.000000] [A loss: 4710.855957, acc: 0.003906]\n",
"5925: [D loss: 0.941039, acc: 0.998047] [A loss: 4252.922852, acc: 0.011719]\n",
"5926: [D loss: 0.000000, acc: 1.000000] [A loss: 3260.294434, acc: 0.015625]\n",
"5927: [D loss: 22.511940, acc: 0.943359] [A loss: 8264.916992, acc: 0.000000]\n",
"5928: [D loss: 0.000000, acc: 1.000000] [A loss: 7176.192871, acc: 0.000000]\n",
"5929: [D loss: 0.000000, acc: 1.000000] [A loss: 6094.842285, acc: 0.000000]\n",
"5930: [D loss: 0.000000, acc: 1.000000] [A loss: 5157.362305, acc: 0.000000]\n",
"5931: [D loss: 0.000000, acc: 1.000000] [A loss: 4158.296875, acc: 0.003906]\n",
"5932: [D loss: 443.359222, acc: 0.992188] [A loss: 2949.103516, acc: 0.046875]\n",
"5933: [D loss: 45.217125, acc: 0.937500] [A loss: 5476.016113, acc: 0.000000]\n",
"5934: [D loss: 2.571714, acc: 0.996094] [A loss: 4646.172363, acc: 0.000000]\n",
"5935: [D loss: 4.019581, acc: 0.992188] [A loss: 4077.435547, acc: 0.003906]\n",
"5936: [D loss: 9.833752, acc: 0.986328] [A loss: 3804.859131, acc: 0.007812]\n",
"5937: [D loss: 5.497426, acc: 0.992188] [A loss: 3339.053223, acc: 0.011719]\n",
"5938: [D loss: 41.187263, acc: 0.949219] [A loss: 5370.092773, acc: 0.000000]\n",
"5939: [D loss: 1.415111, acc: 0.998047] [A loss: 4473.375488, acc: 0.003906]\n",
"5940: [D loss: 4.060155, acc: 0.994141] [A loss: 3782.147217, acc: 0.011719]\n",
"5941: [D loss: 15.122918, acc: 0.974609] [A loss: 4335.389160, acc: 0.007812]\n",
"5942: [D loss: 4.565682, acc: 0.996094] [A loss: 3662.158447, acc: 0.011719]\n",
"5943: [D loss: 14.202130, acc: 0.970703] [A loss: 4740.367188, acc: 0.000000]\n",
"5944: [D loss: 7.718285, acc: 0.992188] [A loss: 4033.689941, acc: 0.007812]\n",
"5945: [D loss: 9.952683, acc: 0.980469] [A loss: 4370.000000, acc: 0.003906]\n",
"5946: [D loss: 6.975666, acc: 0.986328] [A loss: 4361.634277, acc: 0.000000]\n",
"5947: [D loss: 8.885681, acc: 0.986328] [A loss: 4407.979492, acc: 0.000000]\n",
"5948: [D loss: 10.721380, acc: 0.988281] [A loss: 4344.373047, acc: 0.007812]\n",
"5949: [D loss: 3.034716, acc: 0.994141] [A loss: 3612.633545, acc: 0.000000]\n",
"5950: [D loss: 18.925013, acc: 0.970703] [A loss: 5049.172852, acc: 0.000000]\n",
"5951: [D loss: 1.446891, acc: 0.994141] [A loss: 4605.168457, acc: 0.000000]\n",
"5952: [D loss: 1.994051, acc: 0.996094] [A loss: 3858.379639, acc: 0.007812]\n",
"5953: [D loss: 14.402624, acc: 0.974609] [A loss: 5167.777344, acc: 0.003906]\n",
"5954: [D loss: 4.876891, acc: 0.990234] [A loss: 4982.782227, acc: 0.000000]\n",
"5955: [D loss: 6.162935, acc: 0.994141] [A loss: 4445.320801, acc: 0.003906]\n",
"5956: [D loss: 7.918626, acc: 0.986328] [A loss: 4698.607422, acc: 0.000000]\n",
"5957: [D loss: 3.034996, acc: 0.994141] [A loss: 4209.221680, acc: 0.000000]\n",
"5958: [D loss: 10.926950, acc: 0.978516] [A loss: 5450.722168, acc: 0.000000]\n",
"5959: [D loss: 2.707430, acc: 0.994141] [A loss: 4908.441895, acc: 0.000000]\n",
"5960: [D loss: 1.001609, acc: 0.998047] [A loss: 4183.455566, acc: 0.015625]\n",
"5961: [D loss: 12.802901, acc: 0.984375] [A loss: 4951.404297, acc: 0.000000]\n",
"5962: [D loss: 0.170515, acc: 0.998047] [A loss: 4112.085449, acc: 0.003906]\n",
"5963: [D loss: 9.131646, acc: 0.986328] [A loss: 4829.468262, acc: 0.000000]\n",
"5964: [D loss: 6.660252, acc: 0.988281] [A loss: 5079.318848, acc: 0.000000]\n",
"5965: [D loss: 5.054643, acc: 0.994141] [A loss: 4824.957520, acc: 0.000000]\n",
"5966: [D loss: 2.213814, acc: 0.996094] [A loss: 4366.744629, acc: 0.003906]\n",
"5967: [D loss: 5.671821, acc: 0.990234] [A loss: 4756.680664, acc: 0.000000]\n",
"5968: [D loss: 6.735484, acc: 0.988281] [A loss: 5301.242188, acc: 0.000000]\n",
"5969: [D loss: 4.093229, acc: 0.992188] [A loss: 5402.764648, acc: 0.000000]\n",
"5970: [D loss: 0.975586, acc: 0.996094] [A loss: 4987.803223, acc: 0.000000]\n",
"5971: [D loss: 3.011119, acc: 0.996094] [A loss: 4427.448242, acc: 0.003906]\n",
"5972: [D loss: 8.258305, acc: 0.988281] [A loss: 5442.619141, acc: 0.003906]\n",
"5973: [D loss: 3.365472, acc: 0.994141] [A loss: 5336.054199, acc: 0.000000]\n",
"5974: [D loss: 2.867812, acc: 0.994141] [A loss: 5388.199219, acc: 0.000000]\n",
"5975: [D loss: 2.941131, acc: 0.996094] [A loss: 4796.718750, acc: 0.003906]\n",
"5976: [D loss: 4.338622, acc: 0.988281] [A loss: 6144.785156, acc: 0.000000]\n",
"5977: [D loss: 0.000000, acc: 1.000000] [A loss: 4956.659668, acc: 0.003906]\n",
"5978: [D loss: 6.725706, acc: 0.988281] [A loss: 6325.733398, acc: 0.000000]\n",
"5979: [D loss: 0.000000, acc: 1.000000] [A loss: 5186.431152, acc: 0.003906]\n",
"5980: [D loss: 5.950884, acc: 0.990234] [A loss: 6296.358398, acc: 0.000000]\n",
"5981: [D loss: 1.780793, acc: 0.998047] [A loss: 5269.258789, acc: 0.007812]\n",
"5982: [D loss: 1.412198, acc: 0.998047] [A loss: 4613.529785, acc: 0.007812]\n",
"5983: [D loss: 2.556324, acc: 0.994141] [A loss: 5086.746582, acc: 0.000000]\n",
"5984: [D loss: 7.696925, acc: 0.988281] [A loss: 6640.512207, acc: 0.000000]\n",
"5985: [D loss: 0.000000, acc: 1.000000] [A loss: 5250.511230, acc: 0.003906]\n",
"5986: [D loss: 2.868233, acc: 0.996094] [A loss: 5085.771484, acc: 0.003906]\n",
"5987: [D loss: 0.000000, acc: 1.000000] [A loss: 4197.780762, acc: 0.011719]\n",
"5988: [D loss: 14.870274, acc: 0.976562] [A loss: 7864.998047, acc: 0.000000]\n",
"5989: [D loss: 0.000000, acc: 1.000000] [A loss: 6646.766602, acc: 0.000000]\n",
"5990: [D loss: 1.119092, acc: 0.998047] [A loss: 5716.176758, acc: 0.000000]\n",
"5991: [D loss: 0.000000, acc: 1.000000] [A loss: 4651.082031, acc: 0.003906]\n",
"5992: [D loss: 6.912519, acc: 0.988281] [A loss: 6502.441895, acc: 0.000000]\n",
"5993: [D loss: 0.000000, acc: 1.000000] [A loss: 5224.941895, acc: 0.000000]\n",
"5994: [D loss: 1.929618, acc: 0.996094] [A loss: 4846.898438, acc: 0.003906]\n",
"5995: [D loss: 6.574812, acc: 0.990234] [A loss: 6471.799805, acc: 0.000000]\n",
"5996: [D loss: 0.000000, acc: 1.000000] [A loss: 5163.306152, acc: 0.000000]\n",
"5997: [D loss: 3.149519, acc: 0.992188] [A loss: 6064.380859, acc: 0.000000]\n",
"5998: [D loss: 0.000000, acc: 1.000000] [A loss: 5011.033691, acc: 0.007812]\n",
"5999: [D loss: 0.703076, acc: 0.996094] [A loss: 4812.805664, acc: 0.003906]\n",
"6000: [D loss: 2.286085, acc: 0.992188] [A loss: 5923.394531, acc: 0.000000]\n",
"6001: [D loss: 0.000000, acc: 1.000000] [A loss: 4895.080566, acc: 0.000000]\n",
"6002: [D loss: 6.720200, acc: 0.992188] [A loss: 6186.750000, acc: 0.000000]\n",
"6003: [D loss: 0.000000, acc: 1.000000] [A loss: 5082.270020, acc: 0.000000]\n",
"6004: [D loss: 2.280365, acc: 0.998047] [A loss: 4266.201172, acc: 0.000000]\n",
"6005: [D loss: 3.243644, acc: 0.992188] [A loss: 5964.847168, acc: 0.000000]\n",
"6006: [D loss: 0.000000, acc: 1.000000] [A loss: 4789.208008, acc: 0.015625]\n",
"6007: [D loss: 5.478704, acc: 0.990234] [A loss: 6787.744141, acc: 0.000000]\n",
"6008: [D loss: 0.000000, acc: 1.000000] [A loss: 5792.615723, acc: 0.000000]\n",
"6009: [D loss: 5.350321, acc: 0.994141] [A loss: 6424.084473, acc: 0.000000]\n",
"6010: [D loss: 0.835664, acc: 0.998047] [A loss: 5944.271484, acc: 0.000000]\n",
"6011: [D loss: 3.218427, acc: 0.994141] [A loss: 7224.728516, acc: 0.000000]\n",
"6012: [D loss: 0.000000, acc: 1.000000] [A loss: 5904.417480, acc: 0.000000]\n",
"6013: [D loss: 0.000000, acc: 1.000000] [A loss: 4685.310059, acc: 0.000000]\n",
"6014: [D loss: 6.733655, acc: 0.992188] [A loss: 6611.307617, acc: 0.000000]\n",
"6015: [D loss: 0.000000, acc: 1.000000] [A loss: 5399.467773, acc: 0.000000]\n",
"6016: [D loss: 0.000000, acc: 1.000000] [A loss: 4306.157715, acc: 0.007812]\n",
"6017: [D loss: 24.866293, acc: 0.972656] [A loss: 9459.720703, acc: 0.000000]\n",
"6018: [D loss: 0.000000, acc: 1.000000] [A loss: 8159.776367, acc: 0.000000]\n",
"6019: [D loss: 0.000000, acc: 1.000000] [A loss: 6789.793457, acc: 0.000000]\n",
"6020: [D loss: 0.000000, acc: 1.000000] [A loss: 5876.274414, acc: 0.000000]\n",
"6021: [D loss: 0.677047, acc: 0.998047] [A loss: 5022.799316, acc: 0.003906]\n",
"6022: [D loss: 2.639072, acc: 0.990234] [A loss: 6558.156738, acc: 0.000000]\n",
"6023: [D loss: 0.000000, acc: 1.000000] [A loss: 5334.582520, acc: 0.003906]\n",
"6024: [D loss: 3.309083, acc: 0.996094] [A loss: 5529.999023, acc: 0.000000]\n",
"6025: [D loss: 1.790236, acc: 0.994141] [A loss: 6080.888184, acc: 0.000000]\n",
"6026: [D loss: 0.000000, acc: 1.000000] [A loss: 5114.212402, acc: 0.003906]\n",
"6027: [D loss: 2.966055, acc: 0.996094] [A loss: 5072.355957, acc: 0.003906]\n",
"6028: [D loss: 0.577931, acc: 0.998047] [A loss: 4653.207031, acc: 0.003906]\n",
"6029: [D loss: 8.472662, acc: 0.986328] [A loss: 7334.679688, acc: 0.000000]\n",
"6030: [D loss: 0.000000, acc: 1.000000] [A loss: 6267.570801, acc: 0.000000]\n",
"6031: [D loss: 1.388173, acc: 0.998047] [A loss: 5684.671387, acc: 0.000000]\n",
"6032: [D loss: 0.000000, acc: 1.000000] [A loss: 4351.163574, acc: 0.003906]\n",
"6033: [D loss: 9.870806, acc: 0.984375] [A loss: 7841.747559, acc: 0.000000]\n",
"6034: [D loss: 0.000000, acc: 1.000000] [A loss: 6701.281738, acc: 0.000000]\n",
"6035: [D loss: 2.130689, acc: 0.998047] [A loss: 5742.884766, acc: 0.003906]\n",
"6036: [D loss: 0.000000, acc: 1.000000] [A loss: 4793.094727, acc: 0.000000]\n",
"6037: [D loss: 10.963491, acc: 0.988281] [A loss: 7282.571777, acc: 0.000000]\n",
"6038: [D loss: 0.000000, acc: 1.000000] [A loss: 6229.982910, acc: 0.000000]\n",
"6039: [D loss: 0.000000, acc: 1.000000] [A loss: 4860.533203, acc: 0.000000]\n",
"6040: [D loss: 13.930387, acc: 0.984375] [A loss: 7998.682129, acc: 0.000000]\n",
"6041: [D loss: 0.000000, acc: 1.000000] [A loss: 6997.750488, acc: 0.000000]\n",
"6042: [D loss: 0.000000, acc: 1.000000] [A loss: 5843.486816, acc: 0.000000]\n",
"6043: [D loss: 2.997919, acc: 0.996094] [A loss: 5541.748535, acc: 0.003906]\n",
"6044: [D loss: 1.003867, acc: 0.998047] [A loss: 5178.859375, acc: 0.000000]\n",
"6045: [D loss: 0.000000, acc: 1.000000] [A loss: 3936.536133, acc: 0.011719]\n",
"6046: [D loss: 14.081106, acc: 0.982422] [A loss: 7775.723633, acc: 0.000000]\n",
"6047: [D loss: 0.000000, acc: 1.000000] [A loss: 6461.376465, acc: 0.000000]\n",
"6048: [D loss: 0.000000, acc: 1.000000] [A loss: 5384.056152, acc: 0.000000]\n",
"6049: [D loss: 1.505511, acc: 0.992188] [A loss: 6351.287109, acc: 0.000000]\n",
"6050: [D loss: 0.584319, acc: 0.998047] [A loss: 6066.163086, acc: 0.000000]\n",
"6051: [D loss: 0.000000, acc: 1.000000] [A loss: 4950.346680, acc: 0.000000]\n",
"6052: [D loss: 10.076246, acc: 0.986328] [A loss: 7731.831543, acc: 0.000000]\n",
"6053: [D loss: 0.000000, acc: 1.000000] [A loss: 6465.214844, acc: 0.000000]\n",
"6054: [D loss: 0.131572, acc: 0.998047] [A loss: 5935.220215, acc: 0.000000]\n",
"6055: [D loss: 0.405577, acc: 0.998047] [A loss: 5622.380371, acc: 0.003906]\n",
"6056: [D loss: 0.366042, acc: 0.998047] [A loss: 5158.979492, acc: 0.000000]\n",
"6057: [D loss: 3.238009, acc: 0.998047] [A loss: 5044.734863, acc: 0.000000]\n",
"6058: [D loss: 6.394506, acc: 0.992188] [A loss: 6638.161621, acc: 0.000000]\n",
"6059: [D loss: 0.000000, acc: 1.000000] [A loss: 5323.088867, acc: 0.000000]\n",
"6060: [D loss: 0.245834, acc: 0.998047] [A loss: 4998.328125, acc: 0.003906]\n",
"6061: [D loss: 2.135128, acc: 0.992188] [A loss: 6670.921875, acc: 0.000000]\n",
"6062: [D loss: 0.000000, acc: 1.000000] [A loss: 5350.214844, acc: 0.000000]\n",
"6063: [D loss: 3.217603, acc: 0.994141] [A loss: 6480.291992, acc: 0.000000]\n",
"6064: [D loss: 2.808103, acc: 0.996094] [A loss: 6852.384766, acc: 0.000000]\n",
"6065: [D loss: 0.000000, acc: 1.000000] [A loss: 5646.630371, acc: 0.000000]\n",
"6066: [D loss: 0.542797, acc: 0.998047] [A loss: 5396.961426, acc: 0.000000]\n",
"6067: [D loss: 0.000000, acc: 1.000000] [A loss: 4173.062988, acc: 0.003906]\n",
"6068: [D loss: 14.155348, acc: 0.982422] [A loss: 8717.511719, acc: 0.000000]\n",
"6069: [D loss: 0.000000, acc: 1.000000] [A loss: 7372.430664, acc: 0.000000]\n",
"6070: [D loss: 0.000000, acc: 1.000000] [A loss: 6311.377441, acc: 0.000000]\n",
"6071: [D loss: 0.000000, acc: 1.000000] [A loss: 5198.671875, acc: 0.007812]\n",
"6072: [D loss: 0.664513, acc: 0.994141] [A loss: 5984.121094, acc: 0.000000]\n",
"6073: [D loss: 0.000000, acc: 1.000000] [A loss: 4719.327637, acc: 0.000000]\n",
"6074: [D loss: 2.499806, acc: 0.990234] [A loss: 7065.773926, acc: 0.000000]\n",
"6075: [D loss: 0.000000, acc: 1.000000] [A loss: 5919.414551, acc: 0.000000]\n",
"6076: [D loss: 0.525466, acc: 0.998047] [A loss: 5772.395020, acc: 0.000000]\n",
"6077: [D loss: 0.000000, acc: 1.000000] [A loss: 4395.837891, acc: 0.003906]\n",
"6078: [D loss: 10.611524, acc: 0.988281] [A loss: 7421.295898, acc: 0.000000]\n",
"6079: [D loss: 0.000000, acc: 1.000000] [A loss: 6164.144043, acc: 0.000000]\n",
"6080: [D loss: 0.000000, acc: 1.000000] [A loss: 4979.644531, acc: 0.000000]\n",
"6081: [D loss: 3.583950, acc: 0.992188] [A loss: 6878.230469, acc: 0.000000]\n",
"6082: [D loss: 0.000000, acc: 1.000000] [A loss: 5524.002930, acc: 0.000000]\n",
"6083: [D loss: 0.000000, acc: 1.000000] [A loss: 4298.141113, acc: 0.007812]\n",
"6084: [D loss: 10.058422, acc: 0.986328] [A loss: 7749.686035, acc: 0.000000]\n",
"6085: [D loss: 0.000000, acc: 1.000000] [A loss: 6590.598145, acc: 0.000000]\n",
"6086: [D loss: 0.018101, acc: 0.998047] [A loss: 6062.173828, acc: 0.000000]\n",
"6087: [D loss: 0.000000, acc: 1.000000] [A loss: 4898.698242, acc: 0.000000]\n",
"6088: [D loss: 2.010173, acc: 0.996094] [A loss: 5264.474609, acc: 0.000000]\n",
"6089: [D loss: 1.746558, acc: 0.992188] [A loss: 6832.004883, acc: 0.000000]\n",
"6090: [D loss: 0.000000, acc: 1.000000] [A loss: 5600.403809, acc: 0.000000]\n",
"6091: [D loss: 1.121126, acc: 0.998047] [A loss: 5486.636719, acc: 0.000000]\n",
"6092: [D loss: 1.282788, acc: 0.998047] [A loss: 5113.225098, acc: 0.000000]\n",
"6093: [D loss: 4.034064, acc: 0.994141] [A loss: 6816.394043, acc: 0.000000]\n",
"6094: [D loss: 0.000000, acc: 1.000000] [A loss: 5449.169922, acc: 0.000000]\n",
"6095: [D loss: 2.418067, acc: 0.994141] [A loss: 6549.789551, acc: 0.000000]\n",
"6096: [D loss: 0.000000, acc: 1.000000] [A loss: 5184.784180, acc: 0.000000]\n",
"6097: [D loss: 1.535268, acc: 0.998047] [A loss: 5218.888672, acc: 0.000000]\n",
"6098: [D loss: 3.638242, acc: 0.994141] [A loss: 6713.838867, acc: 0.000000]\n",
"6099: [D loss: 0.000000, acc: 1.000000] [A loss: 5702.866699, acc: 0.000000]\n",
"6100: [D loss: 0.704643, acc: 0.998047] [A loss: 5409.559082, acc: 0.000000]\n",
"6101: [D loss: 1.008874, acc: 0.996094] [A loss: 6172.581055, acc: 0.000000]\n",
"6102: [D loss: 0.000000, acc: 1.000000] [A loss: 5218.551270, acc: 0.000000]\n",
"6103: [D loss: 6.428740, acc: 0.990234] [A loss: 8115.603516, acc: 0.000000]\n",
"6104: [D loss: 0.000000, acc: 1.000000] [A loss: 6701.827148, acc: 0.000000]\n",
"6105: [D loss: 0.000000, acc: 1.000000] [A loss: 5651.714355, acc: 0.003906]\n",
"6106: [D loss: 0.506217, acc: 0.998047] [A loss: 5749.102051, acc: 0.000000]\n",
"6107: [D loss: 7.112487, acc: 0.994141] [A loss: 7396.638184, acc: 0.000000]\n",
"6108: [D loss: 0.000000, acc: 1.000000] [A loss: 5918.138184, acc: 0.000000]\n",
"6109: [D loss: 0.000000, acc: 1.000000] [A loss: 4977.474609, acc: 0.000000]\n",
"6110: [D loss: 0.652273, acc: 0.994141] [A loss: 6881.966797, acc: 0.000000]\n",
"6111: [D loss: 0.000000, acc: 1.000000] [A loss: 5651.921387, acc: 0.000000]\n",
"6112: [D loss: 2.638479, acc: 0.998047] [A loss: 5624.755371, acc: 0.000000]\n",
"6113: [D loss: 4.579442, acc: 0.996094] [A loss: 6791.285156, acc: 0.000000]\n",
"6114: [D loss: 0.000000, acc: 1.000000] [A loss: 5365.207031, acc: 0.003906]\n",
"6115: [D loss: 1.859155, acc: 0.998047] [A loss: 5345.931152, acc: 0.000000]\n",
"6116: [D loss: 1.054455, acc: 0.998047] [A loss: 5421.766602, acc: 0.000000]\n",
"6117: [D loss: 0.000000, acc: 1.000000] [A loss: 4471.726562, acc: 0.011719]\n",
"6118: [D loss: 4.605557, acc: 0.988281] [A loss: 8851.010742, acc: 0.000000]\n",
"6119: [D loss: 0.000000, acc: 1.000000] [A loss: 7494.253906, acc: 0.000000]\n",
"6120: [D loss: 0.095346, acc: 0.998047] [A loss: 7109.971191, acc: 0.000000]\n",
"6121: [D loss: 0.000000, acc: 1.000000] [A loss: 6068.862305, acc: 0.000000]\n",
"6122: [D loss: 0.000000, acc: 1.000000] [A loss: 4724.246094, acc: 0.007812]\n",
"6123: [D loss: 1.520474, acc: 0.994141] [A loss: 6890.977051, acc: 0.000000]\n",
"6124: [D loss: 0.000000, acc: 1.000000] [A loss: 5352.413574, acc: 0.000000]\n",
"6125: [D loss: 1.404231, acc: 0.996094] [A loss: 6503.626953, acc: 0.000000]\n",
"6126: [D loss: 0.000000, acc: 1.000000] [A loss: 5666.772949, acc: 0.000000]\n",
"6127: [D loss: 0.000000, acc: 1.000000] [A loss: 4203.043945, acc: 0.003906]\n",
"6128: [D loss: 11.106155, acc: 0.986328] [A loss: 8779.908203, acc: 0.000000]\n",
"6129: [D loss: 0.000000, acc: 1.000000] [A loss: 7221.396484, acc: 0.000000]\n",
"6130: [D loss: 0.000000, acc: 1.000000] [A loss: 6152.207031, acc: 0.000000]\n",
"6131: [D loss: 0.000000, acc: 1.000000] [A loss: 5242.447266, acc: 0.003906]\n",
"6132: [D loss: 6.549253, acc: 0.988281] [A loss: 8423.376953, acc: 0.000000]\n",
"6133: [D loss: 0.000000, acc: 1.000000] [A loss: 7215.145508, acc: 0.000000]\n",
"6134: [D loss: 0.000000, acc: 1.000000] [A loss: 5938.258789, acc: 0.000000]\n",
"6135: [D loss: 0.000000, acc: 1.000000] [A loss: 4879.939453, acc: 0.011719]\n",
"6136: [D loss: 9.536321, acc: 0.986328] [A loss: 8260.680664, acc: 0.000000]\n",
"6137: [D loss: 0.000000, acc: 1.000000] [A loss: 7176.936523, acc: 0.000000]\n",
"6138: [D loss: 0.000000, acc: 1.000000] [A loss: 6071.009766, acc: 0.003906]\n",
"6139: [D loss: 0.000000, acc: 1.000000] [A loss: 4722.373535, acc: 0.003906]\n",
"6140: [D loss: 2.702001, acc: 0.992188] [A loss: 6476.531738, acc: 0.000000]\n",
"6141: [D loss: 0.000000, acc: 1.000000] [A loss: 5414.532227, acc: 0.003906]\n",
"6142: [D loss: 3.245921, acc: 0.996094] [A loss: 5967.690918, acc: 0.000000]\n",
"6143: [D loss: 0.483170, acc: 0.996094] [A loss: 6419.355957, acc: 0.000000]\n",
"6144: [D loss: 3.586108, acc: 0.994141] [A loss: 7685.583496, acc: 0.000000]\n",
"6145: [D loss: 0.000000, acc: 1.000000] [A loss: 6284.530273, acc: 0.000000]\n",
"6146: [D loss: 0.000000, acc: 1.000000] [A loss: 5157.186035, acc: 0.000000]\n",
"6147: [D loss: 6.785402, acc: 0.988281] [A loss: 8621.915039, acc: 0.000000]\n",
"6148: [D loss: 0.000000, acc: 1.000000] [A loss: 7213.695312, acc: 0.000000]\n",
"6149: [D loss: 0.000000, acc: 1.000000] [A loss: 6284.372070, acc: 0.000000]\n",
"6150: [D loss: 0.000000, acc: 1.000000] [A loss: 5236.352539, acc: 0.000000]\n",
"6151: [D loss: 0.564678, acc: 0.996094] [A loss: 5448.771973, acc: 0.003906]\n",
"6152: [D loss: 5.301906, acc: 0.996094] [A loss: 6275.914062, acc: 0.000000]\n",
"6153: [D loss: 1.976789, acc: 0.996094] [A loss: 7012.214355, acc: 0.000000]\n",
"6154: [D loss: 0.000000, acc: 1.000000] [A loss: 5599.190918, acc: 0.000000]\n",
"6155: [D loss: 1.152336, acc: 0.998047] [A loss: 5481.549316, acc: 0.000000]\n",
"6156: [D loss: 1.256158, acc: 0.994141] [A loss: 6996.657715, acc: 0.000000]\n",
"6157: [D loss: 0.000000, acc: 1.000000] [A loss: 5859.822754, acc: 0.000000]\n",
"6158: [D loss: 1.100175, acc: 0.998047] [A loss: 5907.105957, acc: 0.000000]\n",
"6159: [D loss: 0.513444, acc: 0.998047] [A loss: 5581.642578, acc: 0.000000]\n",
"6160: [D loss: 0.000000, acc: 1.000000] [A loss: 4405.254883, acc: 0.003906]\n",
"6161: [D loss: 18.614748, acc: 0.982422] [A loss: 9374.807617, acc: 0.000000]\n",
"6162: [D loss: 0.000000, acc: 1.000000] [A loss: 8117.717773, acc: 0.000000]\n",
"6163: [D loss: 0.000000, acc: 1.000000] [A loss: 6843.532227, acc: 0.000000]\n",
"6164: [D loss: 1.033775, acc: 0.998047] [A loss: 6300.603516, acc: 0.000000]\n",
"6165: [D loss: 0.000000, acc: 1.000000] [A loss: 5421.568359, acc: 0.000000]\n",
"6166: [D loss: 4.523820, acc: 0.994141] [A loss: 6402.402832, acc: 0.000000]\n",
"6167: [D loss: 1.115612, acc: 0.998047] [A loss: 6152.988770, acc: 0.000000]\n",
"6168: [D loss: 0.000000, acc: 1.000000] [A loss: 5130.568359, acc: 0.003906]\n",
"6169: [D loss: 0.000000, acc: 1.000000] [A loss: 3990.429199, acc: 0.007812]\n",
"6170: [D loss: 38.755062, acc: 0.964844] [A loss: 9570.700195, acc: 0.000000]\n",
"6171: [D loss: 0.000000, acc: 1.000000] [A loss: 8360.591797, acc: 0.000000]\n",
"6172: [D loss: 0.000000, acc: 1.000000] [A loss: 6967.665039, acc: 0.000000]\n",
"6173: [D loss: 0.000000, acc: 1.000000] [A loss: 5891.086914, acc: 0.000000]\n",
"6174: [D loss: 0.000000, acc: 1.000000] [A loss: 4701.881836, acc: 0.007812]\n",
"6175: [D loss: 4.795001, acc: 0.994141] [A loss: 5153.371582, acc: 0.000000]\n",
"6176: [D loss: 0.105742, acc: 0.994141] [A loss: 5418.618652, acc: 0.000000]\n",
"6177: [D loss: 3.079822, acc: 0.996094] [A loss: 5250.515625, acc: 0.007812]\n",
"6178: [D loss: 1.313276, acc: 0.998047] [A loss: 4624.969238, acc: 0.003906]\n",
"6179: [D loss: 6.779690, acc: 0.986328] [A loss: 6920.694336, acc: 0.000000]\n",
"6180: [D loss: 0.000000, acc: 1.000000] [A loss: 5777.041504, acc: 0.000000]\n",
"6181: [D loss: 1.148836, acc: 0.996094] [A loss: 5696.126953, acc: 0.000000]\n",
"6182: [D loss: 1.684213, acc: 0.996094] [A loss: 5740.548340, acc: 0.000000]\n",
"6183: [D loss: 0.000000, acc: 1.000000] [A loss: 4336.883789, acc: 0.011719]\n",
"6184: [D loss: 13.573765, acc: 0.984375] [A loss: 7287.757812, acc: 0.000000]\n",
"6185: [D loss: 0.000000, acc: 1.000000] [A loss: 6180.857910, acc: 0.000000]\n",
"6186: [D loss: 0.754996, acc: 0.998047] [A loss: 5323.104980, acc: 0.000000]\n",
"6187: [D loss: 1.021389, acc: 0.998047] [A loss: 4843.627441, acc: 0.000000]\n",
"6188: [D loss: 3.585449, acc: 0.990234] [A loss: 6568.629395, acc: 0.000000]\n",
"6189: [D loss: 0.136745, acc: 0.998047] [A loss: 5899.406250, acc: 0.000000]\n",
"6190: [D loss: 1.764692, acc: 0.998047] [A loss: 5399.103027, acc: 0.000000]\n",
"6191: [D loss: 4.622899, acc: 0.990234] [A loss: 7266.597168, acc: 0.000000]\n",
"6192: [D loss: 0.000000, acc: 1.000000] [A loss: 6299.967773, acc: 0.000000]\n",
"6193: [D loss: 0.000000, acc: 1.000000] [A loss: 5172.351562, acc: 0.000000]\n",
"6194: [D loss: 5.211224, acc: 0.990234] [A loss: 6699.860352, acc: 0.003906]\n",
"6195: [D loss: 0.000000, acc: 1.000000] [A loss: 5349.875488, acc: 0.000000]\n",
"6196: [D loss: 0.696055, acc: 0.998047] [A loss: 5199.060059, acc: 0.000000]\n",
"6197: [D loss: 2.436906, acc: 0.996094] [A loss: 5356.457520, acc: 0.000000]\n",
"6198: [D loss: 0.459134, acc: 0.998047] [A loss: 5001.334961, acc: 0.007812]\n",
"6199: [D loss: 0.778459, acc: 0.996094] [A loss: 5467.147949, acc: 0.000000]\n",
"6200: [D loss: 3.383026, acc: 0.996094] [A loss: 5748.725586, acc: 0.000000]\n",
"6201: [D loss: 2.332606, acc: 0.998047] [A loss: 5394.632812, acc: 0.000000]\n",
"6202: [D loss: 1.859809, acc: 0.998047] [A loss: 4914.151367, acc: 0.000000]\n",
"6203: [D loss: 3.516411, acc: 0.994141] [A loss: 6619.527344, acc: 0.000000]\n",
"6204: [D loss: 2.822015, acc: 0.998047] [A loss: 6173.175293, acc: 0.000000]\n",
"6205: [D loss: 0.260494, acc: 0.998047] [A loss: 5934.430664, acc: 0.000000]\n",
"6206: [D loss: 2.941047, acc: 0.996094] [A loss: 6477.028320, acc: 0.000000]\n",
"6207: [D loss: 0.000000, acc: 1.000000] [A loss: 5304.773438, acc: 0.000000]\n",
"6208: [D loss: 7.943009, acc: 0.986328] [A loss: 9147.951172, acc: 0.000000]\n",
"6209: [D loss: 0.000000, acc: 1.000000] [A loss: 8069.223633, acc: 0.000000]\n",
"6210: [D loss: 0.000000, acc: 1.000000] [A loss: 6736.828613, acc: 0.000000]\n",
"6211: [D loss: 0.000000, acc: 1.000000] [A loss: 5823.233887, acc: 0.000000]\n",
"6212: [D loss: 2.153503, acc: 0.996094] [A loss: 6316.056641, acc: 0.000000]\n",
"6213: [D loss: 0.000000, acc: 1.000000] [A loss: 5035.787598, acc: 0.000000]\n",
"6214: [D loss: 1.767409, acc: 0.996094] [A loss: 6093.916016, acc: 0.000000]\n",
"6215: [D loss: 5.892356, acc: 0.994141] [A loss: 7299.983887, acc: 0.000000]\n",
"6216: [D loss: 0.623154, acc: 0.998047] [A loss: 6848.921875, acc: 0.000000]\n",
"6217: [D loss: 34.032238, acc: 0.998047] [A loss: 1844.686890, acc: 0.128906]\n",
"6218: [D loss: 237.449646, acc: 0.810547] [A loss: 6814.931641, acc: 0.000000]\n",
"6219: [D loss: 0.000000, acc: 1.000000] [A loss: 5604.263184, acc: 0.000000]\n",
"6220: [D loss: 0.000000, acc: 1.000000] [A loss: 4443.291504, acc: 0.007812]\n",
"6221: [D loss: 12.393082, acc: 0.984375] [A loss: 3868.957031, acc: 0.019531]\n",
"6222: [D loss: 22.769535, acc: 0.962891] [A loss: 4207.384277, acc: 0.000000]\n",
"6223: [D loss: 14.761626, acc: 0.976562] [A loss: 3909.008789, acc: 0.003906]\n",
"6224: [D loss: 19.256775, acc: 0.976562] [A loss: 3826.722656, acc: 0.007812]\n",
"6225: [D loss: 19.367290, acc: 0.968750] [A loss: 3713.547363, acc: 0.007812]\n",
"6226: [D loss: 18.555059, acc: 0.980469] [A loss: 3813.551758, acc: 0.015625]\n",
"6227: [D loss: 23.323002, acc: 0.974609] [A loss: 3783.523926, acc: 0.011719]\n",
"6228: [D loss: 24.090395, acc: 0.964844] [A loss: 4137.303223, acc: 0.003906]\n",
"6229: [D loss: 7.014947, acc: 0.986328] [A loss: 3666.229492, acc: 0.019531]\n",
"6230: [D loss: 11.485270, acc: 0.970703] [A loss: 3807.171875, acc: 0.015625]\n",
"6231: [D loss: 13.997339, acc: 0.980469] [A loss: 4005.923828, acc: 0.011719]\n",
"6232: [D loss: 11.758145, acc: 0.982422] [A loss: 3795.219238, acc: 0.007812]\n",
"6233: [D loss: 28.546988, acc: 0.970703] [A loss: 4170.272461, acc: 0.000000]\n",
"6234: [D loss: 4.179141, acc: 0.988281] [A loss: 3708.950928, acc: 0.003906]\n",
"6235: [D loss: 15.825157, acc: 0.974609] [A loss: 3904.114990, acc: 0.007812]\n",
"6236: [D loss: 9.555119, acc: 0.982422] [A loss: 4119.067871, acc: 0.000000]\n",
"6237: [D loss: 6.908108, acc: 0.990234] [A loss: 3665.848389, acc: 0.015625]\n",
"6238: [D loss: 45.963333, acc: 0.958984] [A loss: 3108.764648, acc: 0.035156]\n",
"6239: [D loss: 49.698837, acc: 0.933594] [A loss: 5472.086426, acc: 0.000000]\n",
"6240: [D loss: 2.413603, acc: 0.996094] [A loss: 4395.475586, acc: 0.003906]\n",
"6241: [D loss: 18.265411, acc: 0.974609] [A loss: 4460.299805, acc: 0.000000]\n",
"6242: [D loss: 6.416244, acc: 0.994141] [A loss: 3754.657959, acc: 0.015625]\n",
"6243: [D loss: 15.276495, acc: 0.970703] [A loss: 4316.263184, acc: 0.007812]\n",
"6244: [D loss: 15.775624, acc: 0.968750] [A loss: 5031.981445, acc: 0.000000]\n",
"6245: [D loss: 13.284981, acc: 0.984375] [A loss: 4802.232910, acc: 0.000000]\n",
"6246: [D loss: 2.307720, acc: 0.990234] [A loss: 4219.110352, acc: 0.003906]\n",
"6247: [D loss: 23.527300, acc: 0.972656] [A loss: 4743.426758, acc: 0.007812]\n",
"6248: [D loss: 11.544662, acc: 0.982422] [A loss: 4869.415527, acc: 0.000000]\n",
"6249: [D loss: 9.172626, acc: 0.982422] [A loss: 4897.891113, acc: 0.003906]\n",
"6250: [D loss: 5.044532, acc: 0.988281] [A loss: 4714.397461, acc: 0.003906]\n",
"6251: [D loss: 6.701557, acc: 0.992188] [A loss: 3981.096680, acc: 0.011719]\n",
"6252: [D loss: 14.836291, acc: 0.978516] [A loss: 4490.772949, acc: 0.007812]\n",
"6253: [D loss: 7.552366, acc: 0.984375] [A loss: 4633.311035, acc: 0.000000]\n",
"6254: [D loss: 8.601439, acc: 0.988281] [A loss: 4561.126953, acc: 0.000000]\n",
"6255: [D loss: 12.020777, acc: 0.978516] [A loss: 5394.759277, acc: 0.003906]\n",
"6256: [D loss: 4.668295, acc: 0.992188] [A loss: 4657.133789, acc: 0.011719]\n",
"6257: [D loss: 10.691398, acc: 0.986328] [A loss: 4960.528809, acc: 0.000000]\n",
"6258: [D loss: 2.254338, acc: 0.990234] [A loss: 4648.442383, acc: 0.000000]\n",
"6259: [D loss: 15.453310, acc: 0.978516] [A loss: 5735.068848, acc: 0.000000]\n",
"6260: [D loss: 3.193532, acc: 0.996094] [A loss: 4971.565430, acc: 0.000000]\n",
"6261: [D loss: 3.354885, acc: 0.994141] [A loss: 4280.354980, acc: 0.007812]\n",
"6262: [D loss: 14.386528, acc: 0.976562] [A loss: 5722.835938, acc: 0.000000]\n",
"6263: [D loss: 0.713941, acc: 0.996094] [A loss: 4844.875977, acc: 0.000000]\n",
"6264: [D loss: 11.641063, acc: 0.986328] [A loss: 5362.662598, acc: 0.007812]\n",
"6265: [D loss: 1.435064, acc: 0.996094] [A loss: 4782.684570, acc: 0.000000]\n",
"6266: [D loss: 0.980145, acc: 0.992188] [A loss: 4306.418457, acc: 0.011719]\n",
"6267: [D loss: 13.585423, acc: 0.978516] [A loss: 5991.964844, acc: 0.000000]\n",
"6268: [D loss: 0.661094, acc: 0.998047] [A loss: 5233.656250, acc: 0.000000]\n",
"6269: [D loss: 9.314490, acc: 0.988281] [A loss: 5522.270508, acc: 0.000000]\n",
"6270: [D loss: 1.916831, acc: 0.996094] [A loss: 4926.716797, acc: 0.000000]\n",
"6271: [D loss: 3.531689, acc: 0.990234] [A loss: 5021.894531, acc: 0.003906]\n",
"6272: [D loss: 7.465230, acc: 0.986328] [A loss: 5831.117676, acc: 0.000000]\n",
"6273: [D loss: 0.988381, acc: 0.998047] [A loss: 5148.105469, acc: 0.007812]\n",
"6274: [D loss: 19.347776, acc: 0.976562] [A loss: 7386.277344, acc: 0.000000]\n",
"6275: [D loss: 0.000000, acc: 1.000000] [A loss: 6204.899902, acc: 0.000000]\n",
"6276: [D loss: 2.241462, acc: 0.998047] [A loss: 5232.390137, acc: 0.007812]\n",
"6277: [D loss: 4.895101, acc: 0.994141] [A loss: 4896.805176, acc: 0.007812]\n",
"6278: [D loss: 8.586833, acc: 0.984375] [A loss: 6473.310547, acc: 0.000000]\n",
"6279: [D loss: 0.000000, acc: 1.000000] [A loss: 5103.662109, acc: 0.000000]\n",
"6280: [D loss: 2.439210, acc: 0.994141] [A loss: 5050.230957, acc: 0.000000]\n",
"6281: [D loss: 5.100378, acc: 0.988281] [A loss: 5898.202637, acc: 0.000000]\n",
"6282: [D loss: 2.817435, acc: 0.996094] [A loss: 5409.997070, acc: 0.003906]\n",
"6283: [D loss: 6.503353, acc: 0.990234] [A loss: 6457.189453, acc: 0.000000]\n",
"6284: [D loss: 209.151245, acc: 0.998047] [A loss: 4005.904297, acc: 0.011719]\n",
"6285: [D loss: 34.401150, acc: 0.951172] [A loss: 6820.316406, acc: 0.000000]\n",
"6286: [D loss: 0.439388, acc: 0.996094] [A loss: 5596.235352, acc: 0.003906]\n",
"6287: [D loss: 6.114301, acc: 0.988281] [A loss: 5146.004395, acc: 0.000000]\n",
"6288: [D loss: 1.186459, acc: 0.996094] [A loss: 4517.174805, acc: 0.003906]\n",
"6289: [D loss: 29.487148, acc: 0.957031] [A loss: 6775.902344, acc: 0.000000]\n",
"6290: [D loss: 0.594639, acc: 0.996094] [A loss: 5561.086426, acc: 0.000000]\n",
"6291: [D loss: 4.814693, acc: 0.992188] [A loss: 4947.725098, acc: 0.007812]\n",
"6292: [D loss: 15.282617, acc: 0.970703] [A loss: 6246.152832, acc: 0.000000]\n",
"6293: [D loss: 1.712601, acc: 0.994141] [A loss: 5276.204590, acc: 0.000000]\n",
"6294: [D loss: 9.814537, acc: 0.986328] [A loss: 5423.935059, acc: 0.000000]\n",
"6295: [D loss: 13.480101, acc: 0.982422] [A loss: 5568.417969, acc: 0.003906]\n",
"6296: [D loss: 6.317659, acc: 0.990234] [A loss: 5218.718750, acc: 0.000000]\n",
"6297: [D loss: 13.329999, acc: 0.982422] [A loss: 5709.153809, acc: 0.000000]\n",
"6298: [D loss: 0.223160, acc: 0.998047] [A loss: 4559.051270, acc: 0.000000]\n",
"6299: [D loss: 30.315584, acc: 0.968750] [A loss: 6433.230469, acc: 0.000000]\n",
"6300: [D loss: 1.925132, acc: 0.994141] [A loss: 5560.651367, acc: 0.000000]\n",
"6301: [D loss: 3.434716, acc: 0.996094] [A loss: 4622.822266, acc: 0.019531]\n",
"6302: [D loss: 35.193447, acc: 0.960938] [A loss: 7429.555664, acc: 0.000000]\n",
"6303: [D loss: 0.000000, acc: 1.000000] [A loss: 5764.441895, acc: 0.000000]\n",
"6304: [D loss: 4.659266, acc: 0.998047] [A loss: 4853.960449, acc: 0.019531]\n",
"6305: [D loss: 28.650164, acc: 0.966797] [A loss: 7033.907227, acc: 0.000000]\n",
"6306: [D loss: 0.654020, acc: 0.998047] [A loss: 5548.908203, acc: 0.007812]\n",
"6307: [D loss: 12.731335, acc: 0.982422] [A loss: 6468.976074, acc: 0.000000]\n",
"6308: [D loss: 5.119562, acc: 0.990234] [A loss: 6038.166504, acc: 0.011719]\n",
"6309: [D loss: 9.509478, acc: 0.992188] [A loss: 5603.366699, acc: 0.000000]\n",
"6310: [D loss: 12.487819, acc: 0.986328] [A loss: 6073.766113, acc: 0.003906]\n",
"6311: [D loss: 11.170724, acc: 0.990234] [A loss: 5690.056641, acc: 0.007812]\n",
"6312: [D loss: 0.762049, acc: 0.994141] [A loss: 5207.264648, acc: 0.003906]\n",
"6313: [D loss: 5.707912, acc: 0.986328] [A loss: 5894.117188, acc: 0.007812]\n",
"6314: [D loss: 5.005696, acc: 0.986328] [A loss: 6652.144531, acc: 0.007812]\n",
"6315: [D loss: 9.360172, acc: 0.988281] [A loss: 7005.890137, acc: 0.000000]\n",
"6316: [D loss: 0.000000, acc: 1.000000] [A loss: 5707.168945, acc: 0.000000]\n",
"6317: [D loss: 12.034513, acc: 0.984375] [A loss: 6675.783203, acc: 0.000000]\n",
"6318: [D loss: 7.419410, acc: 0.994141] [A loss: 6301.837891, acc: 0.007812]\n",
"6319: [D loss: 5.048117, acc: 0.988281] [A loss: 6752.472168, acc: 0.000000]\n",
"6320: [D loss: 1.043234, acc: 0.996094] [A loss: 6045.514160, acc: 0.000000]\n",
"6321: [D loss: 5.230690, acc: 0.992188] [A loss: 6424.006836, acc: 0.000000]\n",
"6322: [D loss: 7.708716, acc: 0.990234] [A loss: 6943.447266, acc: 0.000000]\n",
"6323: [D loss: 2.684025, acc: 0.996094] [A loss: 6356.499512, acc: 0.003906]\n",
"6324: [D loss: 12.401989, acc: 0.984375] [A loss: 7799.086426, acc: 0.003906]\n",
"6325: [D loss: 1.371608, acc: 0.998047] [A loss: 6809.801758, acc: 0.000000]\n",
"6326: [D loss: 2.813204, acc: 0.998047] [A loss: 5799.477051, acc: 0.000000]\n",
"6327: [D loss: 7.799025, acc: 0.990234] [A loss: 6624.279785, acc: 0.000000]\n",
"6328: [D loss: 2.324028, acc: 0.994141] [A loss: 6680.923828, acc: 0.000000]\n",
"6329: [D loss: 4.676174, acc: 0.990234] [A loss: 7347.655273, acc: 0.000000]\n",
"6330: [D loss: 1.161291, acc: 0.998047] [A loss: 6412.368164, acc: 0.000000]\n",
"6331: [D loss: 1.554129, acc: 0.998047] [A loss: 5291.168945, acc: 0.015625]\n",
"6332: [D loss: 6.940028, acc: 0.988281] [A loss: 6922.665039, acc: 0.000000]\n",
"6333: [D loss: 2.046914, acc: 0.996094] [A loss: 6345.235352, acc: 0.000000]\n",
"6334: [D loss: 4.588079, acc: 0.994141] [A loss: 6511.855469, acc: 0.000000]\n",
"6335: [D loss: 12.299514, acc: 0.988281] [A loss: 8527.653320, acc: 0.000000]\n",
"6336: [D loss: 0.000000, acc: 1.000000] [A loss: 6985.523926, acc: 0.000000]\n",
"6337: [D loss: 0.668239, acc: 0.998047] [A loss: 6129.022949, acc: 0.000000]\n",
"6338: [D loss: 6.664939, acc: 0.988281] [A loss: 8258.257812, acc: 0.000000]\n",
"6339: [D loss: 0.318638, acc: 0.998047] [A loss: 7253.373535, acc: 0.000000]\n",
"6340: [D loss: 0.000000, acc: 1.000000] [A loss: 5686.945312, acc: 0.007812]\n",
"6341: [D loss: 3.967463, acc: 0.994141] [A loss: 6288.123047, acc: 0.003906]\n",
"6342: [D loss: 7.078161, acc: 0.986328] [A loss: 9482.833984, acc: 0.000000]\n",
"6343: [D loss: 0.000000, acc: 1.000000] [A loss: 7778.244629, acc: 0.000000]\n",
"6344: [D loss: 0.000000, acc: 1.000000] [A loss: 6034.964355, acc: 0.019531]\n",
"6345: [D loss: 12.982807, acc: 0.984375] [A loss: 9483.148438, acc: 0.000000]\n",
"6346: [D loss: 0.000000, acc: 1.000000] [A loss: 8140.258301, acc: 0.000000]\n",
"6347: [D loss: 0.000000, acc: 1.000000] [A loss: 6685.578125, acc: 0.003906]\n",
"6348: [D loss: 10.353604, acc: 0.988281] [A loss: 9044.863281, acc: 0.000000]\n",
"6349: [D loss: 0.000000, acc: 1.000000] [A loss: 7250.682129, acc: 0.000000]\n",
"6350: [D loss: 1.386257, acc: 0.996094] [A loss: 7531.194336, acc: 0.000000]\n",
"6351: [D loss: 0.320743, acc: 0.998047] [A loss: 6583.298340, acc: 0.003906]\n",
"6352: [D loss: 11.387904, acc: 0.990234] [A loss: 8731.216797, acc: 0.000000]\n",
"6353: [D loss: 0.000000, acc: 1.000000] [A loss: 7026.727539, acc: 0.000000]\n",
"6354: [D loss: 7.384475, acc: 0.994141] [A loss: 8086.919922, acc: 0.000000]\n",
"6355: [D loss: 0.000000, acc: 1.000000] [A loss: 6128.327148, acc: 0.000000]\n",
"6356: [D loss: 8.502634, acc: 0.990234] [A loss: 8755.114258, acc: 0.000000]\n",
"6357: [D loss: 0.000000, acc: 1.000000] [A loss: 7465.549805, acc: 0.000000]\n",
"6358: [D loss: 6.559882, acc: 0.994141] [A loss: 8024.489746, acc: 0.000000]\n",
"6359: [D loss: 0.000000, acc: 1.000000] [A loss: 6446.727539, acc: 0.000000]\n",
"6360: [D loss: 8.235183, acc: 0.994141] [A loss: 7826.705078, acc: 0.000000]\n",
"6361: [D loss: 2.645070, acc: 0.998047] [A loss: 6803.873535, acc: 0.000000]\n",
"6362: [D loss: 1.079806, acc: 0.996094] [A loss: 7513.495117, acc: 0.000000]\n",
"6363: [D loss: 1.654340, acc: 0.996094] [A loss: 8265.376953, acc: 0.000000]\n",
"6364: [D loss: 0.000000, acc: 1.000000] [A loss: 6647.292969, acc: 0.000000]\n",
"6365: [D loss: 5.898322, acc: 0.996094] [A loss: 7029.215820, acc: 0.003906]\n",
"6366: [D loss: 1.720353, acc: 0.996094] [A loss: 7943.489258, acc: 0.000000]\n",
"6367: [D loss: 5.295817, acc: 0.994141] [A loss: 9459.725586, acc: 0.000000]\n",
"6368: [D loss: 0.000000, acc: 1.000000] [A loss: 7700.299805, acc: 0.000000]\n",
"6369: [D loss: 0.596473, acc: 0.998047] [A loss: 7243.441406, acc: 0.000000]\n",
"6370: [D loss: 0.065191, acc: 0.998047] [A loss: 7065.266602, acc: 0.000000]\n",
"6371: [D loss: 1.199078, acc: 0.998047] [A loss: 6769.431641, acc: 0.003906]\n",
"6372: [D loss: 1.223594, acc: 0.998047] [A loss: 6643.117188, acc: 0.003906]\n",
"6373: [D loss: 1.975913, acc: 0.996094] [A loss: 7973.690430, acc: 0.000000]\n",
"6374: [D loss: 1.072645, acc: 0.998047] [A loss: 7707.889648, acc: 0.000000]\n",
"6375: [D loss: 0.000000, acc: 1.000000] [A loss: 6167.284180, acc: 0.007812]\n",
"6376: [D loss: 10.404297, acc: 0.984375] [A loss: 12300.152344, acc: 0.000000]\n",
"6377: [D loss: 0.000000, acc: 1.000000] [A loss: 10633.833984, acc: 0.000000]\n",
"6378: [D loss: 0.000000, acc: 1.000000] [A loss: 8961.405273, acc: 0.000000]\n",
"6379: [D loss: 1.162917, acc: 0.998047] [A loss: 8658.998047, acc: 0.000000]\n",
"6380: [D loss: 0.000000, acc: 1.000000] [A loss: 7129.255859, acc: 0.000000]\n",
"6381: [D loss: 9.405646, acc: 0.992188] [A loss: 9478.454102, acc: 0.000000]\n",
"6382: [D loss: 0.000000, acc: 1.000000] [A loss: 7828.381348, acc: 0.000000]\n",
"6383: [D loss: 0.000000, acc: 1.000000] [A loss: 6298.106445, acc: 0.003906]\n",
"6384: [D loss: 2.692038, acc: 0.992188] [A loss: 9411.642578, acc: 0.000000]\n",
"6385: [D loss: 0.000000, acc: 1.000000] [A loss: 7436.977539, acc: 0.000000]\n",
"6386: [D loss: 3.582502, acc: 0.996094] [A loss: 8622.120117, acc: 0.000000]\n",
"6387: [D loss: 0.000000, acc: 1.000000] [A loss: 7037.243164, acc: 0.000000]\n",
"6388: [D loss: 0.510340, acc: 0.996094] [A loss: 8093.260254, acc: 0.000000]\n",
"6389: [D loss: 0.000000, acc: 1.000000] [A loss: 6149.669434, acc: 0.000000]\n",
"6390: [D loss: 16.248371, acc: 0.982422] [A loss: 12242.500000, acc: 0.000000]\n",
"6391: [D loss: 0.000000, acc: 1.000000] [A loss: 10635.899414, acc: 0.000000]\n",
"6392: [D loss: 0.000000, acc: 1.000000] [A loss: 9313.791016, acc: 0.000000]\n",
"6393: [D loss: 0.000000, acc: 1.000000] [A loss: 7753.101074, acc: 0.000000]\n",
"6394: [D loss: 3.707255, acc: 0.994141] [A loss: 8932.880859, acc: 0.000000]\n",
"6395: [D loss: 0.000000, acc: 1.000000] [A loss: 7731.347656, acc: 0.000000]\n",
"6396: [D loss: 2.284385, acc: 0.996094] [A loss: 7751.509277, acc: 0.000000]\n",
"6397: [D loss: 0.859494, acc: 0.998047] [A loss: 7799.282715, acc: 0.000000]\n",
"6398: [D loss: 0.121335, acc: 0.998047] [A loss: 7506.025391, acc: 0.000000]\n",
"6399: [D loss: 1.198485, acc: 0.998047] [A loss: 6989.695801, acc: 0.000000]\n",
"6400: [D loss: 2.170559, acc: 0.996094] [A loss: 7907.511230, acc: 0.000000]\n",
"6401: [D loss: 0.000000, acc: 1.000000] [A loss: 6592.567383, acc: 0.003906]\n",
"6402: [D loss: 8.660695, acc: 0.992188] [A loss: 9365.402344, acc: 0.000000]\n",
"6403: [D loss: 0.000000, acc: 1.000000] [A loss: 8047.092773, acc: 0.000000]\n",
"6404: [D loss: 2.110130, acc: 0.998047] [A loss: 7748.193359, acc: 0.000000]\n",
"6405: [D loss: 3.811267, acc: 0.998047] [A loss: 7515.819336, acc: 0.000000]\n",
"6406: [D loss: 0.274426, acc: 0.998047] [A loss: 7227.031250, acc: 0.000000]\n",
"6407: [D loss: 4.113324, acc: 0.998047] [A loss: 7194.208008, acc: 0.000000]\n",
"6408: [D loss: 3.260461, acc: 0.996094] [A loss: 8621.697266, acc: 0.000000]\n",
"6409: [D loss: 1.396204, acc: 0.998047] [A loss: 8725.719727, acc: 0.000000]\n",
"6410: [D loss: 0.000000, acc: 1.000000] [A loss: 6897.227539, acc: 0.000000]\n",
"6411: [D loss: 3.617584, acc: 0.994141] [A loss: 9835.227539, acc: 0.000000]\n",
"6412: [D loss: 0.000000, acc: 1.000000] [A loss: 8092.948242, acc: 0.000000]\n",
"6413: [D loss: 3.511118, acc: 0.996094] [A loss: 9744.427734, acc: 0.000000]\n",
"6414: [D loss: 0.000000, acc: 1.000000] [A loss: 7981.204102, acc: 0.000000]\n",
"6415: [D loss: 0.973549, acc: 0.998047] [A loss: 8182.427734, acc: 0.000000]\n",
"6416: [D loss: 0.000000, acc: 1.000000] [A loss: 6833.010742, acc: 0.000000]\n",
"6417: [D loss: 1.500533, acc: 0.996094] [A loss: 8450.147461, acc: 0.000000]\n",
"6418: [D loss: 0.000000, acc: 1.000000] [A loss: 7101.498047, acc: 0.000000]\n",
"6419: [D loss: 7.007207, acc: 0.994141] [A loss: 10229.972656, acc: 0.000000]\n",
"6420: [D loss: 0.000000, acc: 1.000000] [A loss: 8694.770508, acc: 0.000000]\n",
"6421: [D loss: 0.000000, acc: 1.000000] [A loss: 6970.307129, acc: 0.000000]\n",
"6422: [D loss: 2.687000, acc: 0.996094] [A loss: 8992.224609, acc: 0.000000]\n",
"6423: [D loss: 0.000000, acc: 1.000000] [A loss: 7523.682617, acc: 0.000000]\n",
"6424: [D loss: 0.000000, acc: 1.000000] [A loss: 6268.509277, acc: 0.003906]\n",
"6425: [D loss: 10.788878, acc: 0.988281] [A loss: 11739.152344, acc: 0.000000]\n",
"6426: [D loss: 0.000000, acc: 1.000000] [A loss: 10218.713867, acc: 0.000000]\n",
"6427: [D loss: 0.000000, acc: 1.000000] [A loss: 8513.154297, acc: 0.000000]\n",
"6428: [D loss: 0.000000, acc: 1.000000] [A loss: 7218.976562, acc: 0.000000]\n",
"6429: [D loss: 5.149168, acc: 0.994141] [A loss: 9451.077148, acc: 0.000000]\n",
"6430: [D loss: 0.000000, acc: 1.000000] [A loss: 7929.616211, acc: 0.000000]\n",
"6431: [D loss: 3.671035, acc: 0.996094] [A loss: 9455.621094, acc: 0.000000]\n",
"6432: [D loss: 0.000000, acc: 1.000000] [A loss: 7710.207031, acc: 0.000000]\n",
"6433: [D loss: 3.276062, acc: 0.996094] [A loss: 9221.314453, acc: 0.000000]\n",
"6434: [D loss: 0.000000, acc: 1.000000] [A loss: 7538.882812, acc: 0.000000]\n",
"6435: [D loss: 1.718399, acc: 0.996094] [A loss: 8839.201172, acc: 0.000000]\n",
"6436: [D loss: 0.607269, acc: 0.998047] [A loss: 9047.206055, acc: 0.000000]\n",
"6437: [D loss: 0.000000, acc: 1.000000] [A loss: 7451.276367, acc: 0.003906]\n",
"6438: [D loss: 0.759683, acc: 0.998047] [A loss: 7792.375000, acc: 0.000000]\n",
"6439: [D loss: 8.067407, acc: 0.994141] [A loss: 10387.832031, acc: 0.000000]\n",
"6440: [D loss: 0.000000, acc: 1.000000] [A loss: 9122.660156, acc: 0.000000]\n",
"6441: [D loss: 0.000000, acc: 1.000000] [A loss: 7175.398438, acc: 0.000000]\n",
"6442: [D loss: 0.000000, acc: 1.000000] [A loss: 5757.904297, acc: 0.000000]\n",
"6443: [D loss: 8.203312, acc: 0.990234] [A loss: 11426.123047, acc: 0.000000]\n",
"6444: [D loss: 0.000000, acc: 1.000000] [A loss: 9386.685547, acc: 0.000000]\n",
"6445: [D loss: 0.000000, acc: 1.000000] [A loss: 7993.357910, acc: 0.000000]\n",
"6446: [D loss: 0.000000, acc: 1.000000] [A loss: 6532.743164, acc: 0.000000]\n",
"6447: [D loss: 11.674729, acc: 0.990234] [A loss: 10931.893555, acc: 0.000000]\n",
"6448: [D loss: 0.000000, acc: 1.000000] [A loss: 9432.065430, acc: 0.000000]\n",
"6449: [D loss: 0.000000, acc: 1.000000] [A loss: 7594.036133, acc: 0.000000]\n",
"6450: [D loss: 0.000000, acc: 1.000000] [A loss: 6609.205566, acc: 0.003906]\n",
"6451: [D loss: 3.516422, acc: 0.996094] [A loss: 7703.822266, acc: 0.003906]\n",
"6452: [D loss: 0.973369, acc: 0.998047] [A loss: 7822.131836, acc: 0.000000]\n",
"6453: [D loss: 3.353214, acc: 0.996094] [A loss: 8984.603516, acc: 0.000000]\n",
"6454: [D loss: 3.184887, acc: 0.998047] [A loss: 9032.840820, acc: 0.000000]\n",
"6455: [D loss: 0.000000, acc: 1.000000] [A loss: 7548.710938, acc: 0.000000]\n",
"6456: [D loss: 3.244667, acc: 0.994141] [A loss: 10458.693359, acc: 0.000000]\n",
"6457: [D loss: 0.000000, acc: 1.000000] [A loss: 8929.074219, acc: 0.000000]\n",
"6458: [D loss: 0.000000, acc: 1.000000] [A loss: 7118.726074, acc: 0.000000]\n",
"6459: [D loss: 3.326342, acc: 0.994141] [A loss: 10103.662109, acc: 0.000000]\n",
"6460: [D loss: 0.000000, acc: 1.000000] [A loss: 8240.183594, acc: 0.000000]\n",
"6461: [D loss: 0.000000, acc: 1.000000] [A loss: 7117.025391, acc: 0.000000]\n",
"6462: [D loss: 5.780844, acc: 0.994141] [A loss: 10079.726562, acc: 0.000000]\n",
"6463: [D loss: 0.000000, acc: 1.000000] [A loss: 8686.998047, acc: 0.000000]\n",
"6464: [D loss: 0.000000, acc: 1.000000] [A loss: 6701.633789, acc: 0.003906]\n",
"6465: [D loss: 4.135655, acc: 0.996094] [A loss: 8907.739258, acc: 0.000000]\n",
"6466: [D loss: 0.000000, acc: 1.000000] [A loss: 7182.688477, acc: 0.000000]\n",
"6467: [D loss: 1.374088, acc: 0.996094] [A loss: 8963.246094, acc: 0.000000]\n",
"6468: [D loss: 0.000000, acc: 1.000000] [A loss: 7558.519531, acc: 0.000000]\n",
"6469: [D loss: 1.682256, acc: 0.996094] [A loss: 9454.256836, acc: 0.000000]\n",
"6470: [D loss: 0.000000, acc: 1.000000] [A loss: 7629.097656, acc: 0.000000]\n",
"6471: [D loss: 2.275521, acc: 0.996094] [A loss: 9579.158203, acc: 0.000000]\n",
"6472: [D loss: 0.000000, acc: 1.000000] [A loss: 8116.631836, acc: 0.000000]\n",
"6473: [D loss: 0.000000, acc: 1.000000] [A loss: 6425.483887, acc: 0.000000]\n",
"6474: [D loss: 10.143272, acc: 0.990234] [A loss: 11790.294922, acc: 0.000000]\n",
"6475: [D loss: 0.000000, acc: 1.000000] [A loss: 9980.078125, acc: 0.000000]\n",
"6476: [D loss: 0.000000, acc: 1.000000] [A loss: 8536.769531, acc: 0.000000]\n",
"6477: [D loss: 0.000000, acc: 1.000000] [A loss: 6847.412109, acc: 0.000000]\n",
"6478: [D loss: 5.678018, acc: 0.994141] [A loss: 9870.704102, acc: 0.000000]\n",
"6479: [D loss: 0.000000, acc: 1.000000] [A loss: 8429.724609, acc: 0.000000]\n",
"6480: [D loss: 0.000000, acc: 1.000000] [A loss: 6792.262207, acc: 0.000000]\n",
"6481: [D loss: 3.351059, acc: 0.992188] [A loss: 11061.805664, acc: 0.000000]\n",
"6482: [D loss: 0.000000, acc: 1.000000] [A loss: 9375.106445, acc: 0.000000]\n",
"6483: [D loss: 0.000000, acc: 1.000000] [A loss: 7714.375000, acc: 0.000000]\n",
"6484: [D loss: 0.021664, acc: 0.998047] [A loss: 7441.136719, acc: 0.000000]\n",
"6485: [D loss: 1.760153, acc: 0.992188] [A loss: 11489.938477, acc: 0.000000]\n",
"6486: [D loss: 0.000000, acc: 1.000000] [A loss: 9845.936523, acc: 0.000000]\n",
"6487: [D loss: 0.000000, acc: 1.000000] [A loss: 8195.358398, acc: 0.000000]\n",
"6488: [D loss: 0.000000, acc: 1.000000] [A loss: 6954.603027, acc: 0.000000]\n",
"6489: [D loss: 4.268903, acc: 0.996094] [A loss: 8165.564453, acc: 0.000000]\n",
"6490: [D loss: 0.000000, acc: 1.000000] [A loss: 6954.203125, acc: 0.003906]\n",
"6491: [D loss: 9.829237, acc: 0.986328] [A loss: 12293.598633, acc: 0.000000]\n",
"6492: [D loss: 0.000000, acc: 1.000000] [A loss: 10825.463867, acc: 0.000000]\n",
"6493: [D loss: 0.000000, acc: 1.000000] [A loss: 9367.337891, acc: 0.000000]\n",
"6494: [D loss: 0.000000, acc: 1.000000] [A loss: 7841.508789, acc: 0.000000]\n",
"6495: [D loss: 0.000000, acc: 1.000000] [A loss: 6370.262207, acc: 0.000000]\n",
"6496: [D loss: 11.101910, acc: 0.988281] [A loss: 11050.941406, acc: 0.000000]\n",
"6497: [D loss: 0.000000, acc: 1.000000] [A loss: 9415.605469, acc: 0.000000]\n",
"6498: [D loss: 0.032825, acc: 0.998047] [A loss: 9095.261719, acc: 0.000000]\n",
"6499: [D loss: 0.000000, acc: 1.000000] [A loss: 7482.925781, acc: 0.000000]\n",
"6500: [D loss: 0.000000, acc: 1.000000] [A loss: 6096.956055, acc: 0.015625]\n",
"6501: [D loss: 5.964172, acc: 0.990234] [A loss: 9769.388672, acc: 0.000000]\n",
"6502: [D loss: 0.000000, acc: 1.000000] [A loss: 8060.525391, acc: 0.000000]\n",
"6503: [D loss: 0.000000, acc: 1.000000] [A loss: 6832.628906, acc: 0.000000]\n",
"6504: [D loss: 2.640838, acc: 0.998047] [A loss: 6476.947266, acc: 0.000000]\n",
"6505: [D loss: 5.590315, acc: 0.990234] [A loss: 10058.322266, acc: 0.000000]\n",
"6506: [D loss: 0.000000, acc: 1.000000] [A loss: 8581.759766, acc: 0.000000]\n",
"6507: [D loss: 0.665765, acc: 0.998047] [A loss: 8046.366699, acc: 0.000000]\n",
"6508: [D loss: 0.000000, acc: 1.000000] [A loss: 6653.456055, acc: 0.000000]\n",
"6509: [D loss: 7.886785, acc: 0.990234] [A loss: 10101.618164, acc: 0.000000]\n",
"6510: [D loss: 0.000000, acc: 1.000000] [A loss: 8882.773438, acc: 0.000000]\n",
"6511: [D loss: 0.000000, acc: 1.000000] [A loss: 7423.316895, acc: 0.000000]\n",
"6512: [D loss: 11.036424, acc: 0.994141] [A loss: 9111.648438, acc: 0.000000]\n",
"6513: [D loss: 6.536861, acc: 0.998047] [A loss: 8730.457031, acc: 0.000000]\n",
"6514: [D loss: 0.000000, acc: 1.000000] [A loss: 7235.334473, acc: 0.000000]\n",
"6515: [D loss: 6.843031, acc: 0.994141] [A loss: 9205.004883, acc: 0.000000]\n",
"6516: [D loss: 0.000000, acc: 1.000000] [A loss: 7868.447266, acc: 0.000000]\n",
"6517: [D loss: 13.651302, acc: 0.994141] [A loss: 9616.017578, acc: 0.000000]\n",
"6518: [D loss: 0.000000, acc: 1.000000] [A loss: 7673.243652, acc: 0.000000]\n",
"6519: [D loss: 1.310367, acc: 0.996094] [A loss: 9081.326172, acc: 0.000000]\n",
"6520: [D loss: 0.000000, acc: 1.000000] [A loss: 7415.647461, acc: 0.003906]\n",
"6521: [D loss: 2.029698, acc: 0.994141] [A loss: 9600.512695, acc: 0.000000]\n",
"6522: [D loss: 0.000000, acc: 1.000000] [A loss: 8378.024414, acc: 0.000000]\n",
"6523: [D loss: 0.000000, acc: 1.000000] [A loss: 6785.587891, acc: 0.000000]\n",
"6524: [D loss: 13.268778, acc: 0.984375] [A loss: 12562.680664, acc: 0.000000]\n",
"6525: [D loss: 0.000000, acc: 1.000000] [A loss: 11047.519531, acc: 0.000000]\n",
"6526: [D loss: 0.000000, acc: 1.000000] [A loss: 9225.130859, acc: 0.000000]\n",
"6527: [D loss: 0.000000, acc: 1.000000] [A loss: 7881.039551, acc: 0.000000]\n",
"6528: [D loss: 0.000000, acc: 1.000000] [A loss: 6216.810547, acc: 0.000000]\n",
"6529: [D loss: 7.558038, acc: 0.992188] [A loss: 8684.456055, acc: 0.000000]\n",
"6530: [D loss: 0.000000, acc: 1.000000] [A loss: 7535.762695, acc: 0.000000]\n",
"6531: [D loss: 3.407937, acc: 0.996094] [A loss: 8190.753906, acc: 0.000000]\n",
"6532: [D loss: 0.000000, acc: 1.000000] [A loss: 6837.452637, acc: 0.000000]\n",
"6533: [D loss: 4.741890, acc: 0.992188] [A loss: 9633.885742, acc: 0.000000]\n",
"6534: [D loss: 0.000000, acc: 1.000000] [A loss: 8067.005371, acc: 0.000000]\n",
"6535: [D loss: 0.887012, acc: 0.998047] [A loss: 7755.104980, acc: 0.000000]\n",
"6536: [D loss: 1.664784, acc: 0.998047] [A loss: 7687.043457, acc: 0.000000]\n",
"6537: [D loss: 1.628606, acc: 0.996094] [A loss: 8557.059570, acc: 0.000000]\n",
"6538: [D loss: 0.000000, acc: 1.000000] [A loss: 7157.886230, acc: 0.000000]\n",
"6539: [D loss: 1.608728, acc: 0.996094] [A loss: 8229.152344, acc: 0.000000]\n",
"6540: [D loss: 3.351552, acc: 0.996094] [A loss: 9209.544922, acc: 0.000000]\n",
"6541: [D loss: 0.000000, acc: 1.000000] [A loss: 7691.185547, acc: 0.000000]\n",
"6542: [D loss: 6.640882, acc: 0.994141] [A loss: 10092.247070, acc: 0.000000]\n",
"6543: [D loss: 0.000000, acc: 1.000000] [A loss: 8567.809570, acc: 0.000000]\n",
"6544: [D loss: 0.000000, acc: 1.000000] [A loss: 7170.429688, acc: 0.000000]\n",
"6545: [D loss: 0.000000, acc: 1.000000] [A loss: 5847.171875, acc: 0.000000]\n",
"6546: [D loss: 18.514942, acc: 0.978516] [A loss: 12718.103516, acc: 0.000000]\n",
"6547: [D loss: 0.000000, acc: 1.000000] [A loss: 10761.089844, acc: 0.000000]\n",
"6548: [D loss: 0.047438, acc: 0.998047] [A loss: 9909.177734, acc: 0.000000]\n",
"6549: [D loss: 0.000000, acc: 1.000000] [A loss: 8847.387695, acc: 0.000000]\n",
"6550: [D loss: 0.000000, acc: 1.000000] [A loss: 7144.423828, acc: 0.000000]\n",
"6551: [D loss: 2.468012, acc: 0.996094] [A loss: 7433.020508, acc: 0.000000]\n",
"6552: [D loss: 0.722001, acc: 0.998047] [A loss: 7112.966309, acc: 0.003906]\n",
"6553: [D loss: 0.345413, acc: 0.998047] [A loss: 6728.530273, acc: 0.000000]\n",
"6554: [D loss: 5.347599, acc: 0.990234] [A loss: 9949.247070, acc: 0.000000]\n",
"6555: [D loss: 0.000000, acc: 1.000000] [A loss: 8085.196289, acc: 0.000000]\n",
"6556: [D loss: 3.793981, acc: 0.998047] [A loss: 7971.420410, acc: 0.000000]\n",
"6557: [D loss: 2.463504, acc: 0.996094] [A loss: 7673.437012, acc: 0.000000]\n",
"6558: [D loss: 0.000000, acc: 1.000000] [A loss: 6667.193359, acc: 0.003906]\n",
"6559: [D loss: 0.248354, acc: 0.998047] [A loss: 6537.224609, acc: 0.007812]\n",
"6560: [D loss: 2.286259, acc: 0.994141] [A loss: 8007.420410, acc: 0.000000]\n",
"6561: [D loss: 0.000000, acc: 1.000000] [A loss: 6605.385254, acc: 0.003906]\n",
"6562: [D loss: 7.121653, acc: 0.992188] [A loss: 9470.779297, acc: 0.000000]\n",
"6563: [D loss: 0.000000, acc: 1.000000] [A loss: 7811.411621, acc: 0.000000]\n",
"6564: [D loss: 0.000000, acc: 1.000000] [A loss: 6562.431641, acc: 0.007812]\n",
"6565: [D loss: 3.585205, acc: 0.994141] [A loss: 7998.583984, acc: 0.000000]\n",
"6566: [D loss: 0.952263, acc: 0.996094] [A loss: 9168.600586, acc: 0.000000]\n",
"6567: [D loss: 0.000000, acc: 1.000000] [A loss: 7724.449219, acc: 0.000000]\n",
"6568: [D loss: 0.594022, acc: 0.998047] [A loss: 7220.255371, acc: 0.007812]\n",
"6569: [D loss: 2.727283, acc: 0.994141] [A loss: 9459.353516, acc: 0.000000]\n",
"6570: [D loss: 0.000000, acc: 1.000000] [A loss: 7794.357422, acc: 0.000000]\n",
"6571: [D loss: 1.417017, acc: 0.996094] [A loss: 8845.258789, acc: 0.000000]\n",
"6572: [D loss: 3.273974, acc: 0.998047] [A loss: 8858.163086, acc: 0.000000]\n",
"6573: [D loss: 1.384467, acc: 0.998047] [A loss: 8478.300781, acc: 0.000000]\n",
"6574: [D loss: 1.776645, acc: 0.998047] [A loss: 8440.136719, acc: 0.000000]\n",
"6575: [D loss: 0.000000, acc: 1.000000] [A loss: 7169.565918, acc: 0.000000]\n",
"6576: [D loss: 0.630447, acc: 0.996094] [A loss: 8548.297852, acc: 0.000000]\n",
"6577: [D loss: 0.488842, acc: 0.998047] [A loss: 8702.421875, acc: 0.000000]\n",
"6578: [D loss: 1.275530, acc: 0.998047] [A loss: 8384.607422, acc: 0.000000]\n",
"6579: [D loss: 0.000000, acc: 1.000000] [A loss: 6959.662109, acc: 0.000000]\n",
"6580: [D loss: 4.197914, acc: 0.994141] [A loss: 10168.753906, acc: 0.000000]\n",
"6581: [D loss: 0.000000, acc: 1.000000] [A loss: 8342.951172, acc: 0.000000]\n",
"6582: [D loss: 0.632816, acc: 0.998047] [A loss: 8742.424805, acc: 0.000000]\n",
"6583: [D loss: 0.000000, acc: 1.000000] [A loss: 6800.198242, acc: 0.000000]\n",
"6584: [D loss: 5.237356, acc: 0.994141] [A loss: 10153.333008, acc: 0.000000]\n",
"6585: [D loss: 0.000000, acc: 1.000000] [A loss: 8586.371094, acc: 0.003906]\n",
"6586: [D loss: 0.000000, acc: 1.000000] [A loss: 7355.334473, acc: 0.000000]\n",
"6587: [D loss: 0.000000, acc: 1.000000] [A loss: 5661.063965, acc: 0.011719]\n",
"6588: [D loss: 27.864109, acc: 0.980469] [A loss: 12191.622070, acc: 0.000000]\n",
"6589: [D loss: 95.256241, acc: 0.998047] [A loss: 5379.611328, acc: 0.019531]\n",
"6590: [D loss: 18.843245, acc: 0.974609] [A loss: 7612.110840, acc: 0.000000]\n",
"6591: [D loss: 0.000000, acc: 1.000000] [A loss: 5716.055176, acc: 0.003906]\n",
"6592: [D loss: 10.217556, acc: 0.988281] [A loss: 6663.990234, acc: 0.000000]\n",
"6593: [D loss: 3.271435, acc: 0.996094] [A loss: 5135.194336, acc: 0.019531]\n",
"6594: [D loss: 15.880400, acc: 0.980469] [A loss: 6415.201172, acc: 0.003906]\n",
"6595: [D loss: 2.717583, acc: 0.990234] [A loss: 6864.181152, acc: 0.000000]\n",
"6596: [D loss: 10.635444, acc: 0.988281] [A loss: 6610.586914, acc: 0.000000]\n",
"6597: [D loss: 6.170395, acc: 0.992188] [A loss: 6341.775391, acc: 0.000000]\n",
"6598: [D loss: 9.283866, acc: 0.986328] [A loss: 6749.433594, acc: 0.000000]\n",
"6599: [D loss: 0.000000, acc: 1.000000] [A loss: 5355.367188, acc: 0.003906]\n",
"6600: [D loss: 21.045904, acc: 0.982422] [A loss: 6292.774902, acc: 0.011719]\n",
"6601: [D loss: 7.142784, acc: 0.996094] [A loss: 5591.048828, acc: 0.003906]\n",
"6602: [D loss: 4.303601, acc: 0.990234] [A loss: 5639.521973, acc: 0.007812]\n",
"6603: [D loss: 22.337917, acc: 0.980469] [A loss: 7213.752930, acc: 0.000000]\n",
"6604: [D loss: 1.576797, acc: 0.998047] [A loss: 6083.969727, acc: 0.000000]\n",
"6605: [D loss: 2.598029, acc: 0.994141] [A loss: 5436.076660, acc: 0.015625]\n",
"6606: [D loss: 11.316885, acc: 0.984375] [A loss: 6574.291016, acc: 0.003906]\n",
"6607: [D loss: 0.000000, acc: 1.000000] [A loss: 5255.913086, acc: 0.003906]\n",
"6608: [D loss: 10.725649, acc: 0.984375] [A loss: 6444.580078, acc: 0.000000]\n",
"6609: [D loss: 3.085913, acc: 0.998047] [A loss: 5205.561035, acc: 0.007812]\n",
"6610: [D loss: 15.371010, acc: 0.982422] [A loss: 6905.025391, acc: 0.000000]\n",
"6611: [D loss: 2.127058, acc: 0.996094] [A loss: 5752.244629, acc: 0.003906]\n",
"6612: [D loss: 11.811023, acc: 0.994141] [A loss: 5416.569336, acc: 0.000000]\n",
"6613: [D loss: 8.621058, acc: 0.990234] [A loss: 5924.546387, acc: 0.007812]\n",
"6614: [D loss: 1.033921, acc: 0.998047] [A loss: 4902.466797, acc: 0.007812]\n",
"6615: [D loss: 23.602474, acc: 0.972656] [A loss: 8147.624512, acc: 0.000000]\n",
"6616: [D loss: 0.000000, acc: 1.000000] [A loss: 6638.426270, acc: 0.000000]\n",
"6617: [D loss: 1.128662, acc: 0.998047] [A loss: 5800.230957, acc: 0.003906]\n",
"6618: [D loss: 1.296376, acc: 0.992188] [A loss: 5829.033203, acc: 0.000000]\n",
"6619: [D loss: 5.258587, acc: 0.992188] [A loss: 5789.453125, acc: 0.003906]\n",
"6620: [D loss: 8.077957, acc: 0.992188] [A loss: 6199.323242, acc: 0.003906]\n",
"6621: [D loss: 3.308688, acc: 0.994141] [A loss: 5879.516113, acc: 0.007812]\n",
"6622: [D loss: 6.124942, acc: 0.990234] [A loss: 6368.951660, acc: 0.000000]\n",
"6623: [D loss: 6.108070, acc: 0.994141] [A loss: 6415.013672, acc: 0.000000]\n",
"6624: [D loss: 1.508757, acc: 0.996094] [A loss: 5855.732910, acc: 0.007812]\n",
"6625: [D loss: 12.747380, acc: 0.990234] [A loss: 6589.972656, acc: 0.000000]\n",
"6626: [D loss: 5.927192, acc: 0.996094] [A loss: 6137.985840, acc: 0.003906]\n",
"6627: [D loss: 7.200288, acc: 0.994141] [A loss: 6481.151367, acc: 0.000000]\n",
"6628: [D loss: 1.519217, acc: 0.994141] [A loss: 6595.692871, acc: 0.000000]\n",
"6629: [D loss: 8.147797, acc: 0.996094] [A loss: 6068.065918, acc: 0.000000]\n",
"6630: [D loss: 1.818582, acc: 0.998047] [A loss: 5051.858398, acc: 0.007812]\n",
"6631: [D loss: 4.018450, acc: 0.990234] [A loss: 6793.553223, acc: 0.000000]\n",
"6632: [D loss: 0.084929, acc: 0.998047] [A loss: 5834.431641, acc: 0.000000]\n",
"6633: [D loss: 1.225864, acc: 0.996094] [A loss: 5846.743652, acc: 0.000000]\n",
"6634: [D loss: 8.987572, acc: 0.990234] [A loss: 7425.129395, acc: 0.003906]\n",
"6635: [D loss: 4.254084, acc: 0.992188] [A loss: 8337.269531, acc: 0.000000]\n",
"6636: [D loss: 0.000000, acc: 1.000000] [A loss: 7059.914551, acc: 0.000000]\n",
"6637: [D loss: 0.000000, acc: 1.000000] [A loss: 5585.757812, acc: 0.000000]\n",
"6638: [D loss: 9.343659, acc: 0.992188] [A loss: 6759.404785, acc: 0.000000]\n",
"6639: [D loss: 2.381770, acc: 0.994141] [A loss: 7339.625977, acc: 0.000000]\n",
"6640: [D loss: 0.000000, acc: 1.000000] [A loss: 5650.512207, acc: 0.000000]\n",
"6641: [D loss: 4.060464, acc: 0.996094] [A loss: 5745.422852, acc: 0.000000]\n",
"6642: [D loss: 2.412922, acc: 0.992188] [A loss: 7583.011719, acc: 0.000000]\n",
"6643: [D loss: 0.840266, acc: 0.996094] [A loss: 7568.290039, acc: 0.000000]\n",
"6644: [D loss: 0.000000, acc: 1.000000] [A loss: 5883.475586, acc: 0.000000]\n",
"6645: [D loss: 2.141935, acc: 0.998047] [A loss: 5621.758789, acc: 0.011719]\n",
"6646: [D loss: 7.329619, acc: 0.990234] [A loss: 7800.533691, acc: 0.000000]\n",
"6647: [D loss: 0.000000, acc: 1.000000] [A loss: 6529.127930, acc: 0.000000]\n",
"6648: [D loss: 0.299167, acc: 0.998047] [A loss: 5686.128418, acc: 0.000000]\n",
"6649: [D loss: 2.596550, acc: 0.994141] [A loss: 7035.578125, acc: 0.000000]\n",
"6650: [D loss: 0.655379, acc: 0.998047] [A loss: 6219.795898, acc: 0.000000]\n",
"6651: [D loss: 1.187618, acc: 0.996094] [A loss: 6988.493652, acc: 0.000000]\n",
"6652: [D loss: 0.000000, acc: 1.000000] [A loss: 5466.994629, acc: 0.007812]\n",
"6653: [D loss: 5.756757, acc: 0.992188] [A loss: 7392.950195, acc: 0.000000]\n",
"6654: [D loss: 0.000000, acc: 1.000000] [A loss: 6360.982422, acc: 0.000000]\n",
"6655: [D loss: 3.376296, acc: 0.996094] [A loss: 6870.700195, acc: 0.000000]\n",
"6656: [D loss: 0.000000, acc: 1.000000] [A loss: 5410.897949, acc: 0.007812]\n",
"6657: [D loss: 10.723994, acc: 0.988281] [A loss: 9089.583984, acc: 0.000000]\n",
"6658: [D loss: 0.000000, acc: 1.000000] [A loss: 7510.064453, acc: 0.000000]\n",
"6659: [D loss: 0.000000, acc: 1.000000] [A loss: 6345.783691, acc: 0.000000]\n",
"6660: [D loss: 1.845651, acc: 0.996094] [A loss: 6737.917969, acc: 0.000000]\n",
"6661: [D loss: 1.109920, acc: 0.998047] [A loss: 6330.032715, acc: 0.000000]\n",
"6662: [D loss: 1.143859, acc: 0.998047] [A loss: 5892.942871, acc: 0.003906]\n",
"6663: [D loss: 1.539412, acc: 0.996094] [A loss: 7031.183105, acc: 0.000000]\n",
"6664: [D loss: 0.000000, acc: 1.000000] [A loss: 5459.954590, acc: 0.011719]\n",
"6665: [D loss: 7.767050, acc: 0.988281] [A loss: 9530.546875, acc: 0.000000]\n",
"6666: [D loss: 0.000000, acc: 1.000000] [A loss: 8039.965332, acc: 0.000000]\n",
"6667: [D loss: 0.000000, acc: 1.000000] [A loss: 6673.648926, acc: 0.000000]\n",
"6668: [D loss: 4.289764, acc: 0.998047] [A loss: 6077.015137, acc: 0.000000]\n",
"6669: [D loss: 2.474813, acc: 0.998047] [A loss: 6100.765137, acc: 0.003906]\n",
"6670: [D loss: 2.570772, acc: 0.988281] [A loss: 9856.465820, acc: 0.000000]\n",
"6671: [D loss: 0.000000, acc: 1.000000] [A loss: 8595.105469, acc: 0.000000]\n",
"6672: [D loss: 0.000000, acc: 1.000000] [A loss: 7106.820801, acc: 0.000000]\n",
"6673: [D loss: 0.000000, acc: 1.000000] [A loss: 5551.679199, acc: 0.007812]\n",
"6674: [D loss: 0.392454, acc: 0.996094] [A loss: 6064.758789, acc: 0.003906]\n",
"6675: [D loss: 6.658066, acc: 0.992188] [A loss: 9212.882812, acc: 0.000000]\n",
"6676: [D loss: 0.000000, acc: 1.000000] [A loss: 7637.948730, acc: 0.000000]\n",
"6677: [D loss: 0.000000, acc: 1.000000] [A loss: 5948.837402, acc: 0.000000]\n",
"6678: [D loss: 0.954195, acc: 0.998047] [A loss: 5947.343262, acc: 0.000000]\n",
"6679: [D loss: 0.267487, acc: 0.998047] [A loss: 5925.862305, acc: 0.003906]\n",
"6680: [D loss: 5.612189, acc: 0.992188] [A loss: 8679.371094, acc: 0.000000]\n",
"6681: [D loss: 0.000000, acc: 1.000000] [A loss: 7076.419922, acc: 0.000000]\n",
"6682: [D loss: 1.033969, acc: 0.996094] [A loss: 7806.759766, acc: 0.000000]\n",
"6683: [D loss: 0.000000, acc: 1.000000] [A loss: 6538.150879, acc: 0.000000]\n",
"6684: [D loss: 1.697956, acc: 0.996094] [A loss: 7549.346680, acc: 0.000000]\n",
"6685: [D loss: 0.000000, acc: 1.000000] [A loss: 6145.151855, acc: 0.003906]\n",
"6686: [D loss: 6.725135, acc: 0.992188] [A loss: 9244.885742, acc: 0.000000]\n",
"6687: [D loss: 0.000000, acc: 1.000000] [A loss: 7594.443359, acc: 0.000000]\n",
"6688: [D loss: 0.000000, acc: 1.000000] [A loss: 6409.559570, acc: 0.003906]\n",
"6689: [D loss: 0.000000, acc: 1.000000] [A loss: 4848.012207, acc: 0.003906]\n",
"6690: [D loss: 16.901398, acc: 0.974609] [A loss: 11501.952148, acc: 0.000000]\n",
"6691: [D loss: 0.000000, acc: 1.000000] [A loss: 9764.445312, acc: 0.000000]\n",
"6692: [D loss: 0.000000, acc: 1.000000] [A loss: 8085.171875, acc: 0.000000]\n",
"6693: [D loss: 0.000000, acc: 1.000000] [A loss: 6778.942383, acc: 0.000000]\n",
"6694: [D loss: 0.000000, acc: 1.000000] [A loss: 5630.797363, acc: 0.000000]\n",
"6695: [D loss: 6.008112, acc: 0.994141] [A loss: 6793.872070, acc: 0.003906]\n",
"6696: [D loss: 2.518758, acc: 0.996094] [A loss: 6484.594238, acc: 0.000000]\n",
"6697: [D loss: 0.000000, acc: 1.000000] [A loss: 5145.876953, acc: 0.000000]\n",
"6698: [D loss: 12.083796, acc: 0.982422] [A loss: 9667.840820, acc: 0.000000]\n",
"6699: [D loss: 0.000000, acc: 1.000000] [A loss: 7976.746094, acc: 0.000000]\n",
"6700: [D loss: 0.067789, acc: 0.998047] [A loss: 7421.924805, acc: 0.000000]\n",
"6701: [D loss: 3.876577, acc: 0.998047] [A loss: 6652.047852, acc: 0.000000]\n",
"6702: [D loss: 5.488185, acc: 0.992188] [A loss: 8213.929688, acc: 0.000000]\n",
"6703: [D loss: 0.880027, acc: 0.998047] [A loss: 7833.430176, acc: 0.000000]\n",
"6704: [D loss: 1.019194, acc: 0.998047] [A loss: 7109.704590, acc: 0.000000]\n",
"6705: [D loss: 0.277994, acc: 0.998047] [A loss: 6725.319824, acc: 0.003906]\n",
"6706: [D loss: 0.000000, acc: 1.000000] [A loss: 5112.640625, acc: 0.007812]\n",
"6707: [D loss: 16.534077, acc: 0.978516] [A loss: 10361.250000, acc: 0.000000]\n",
"6708: [D loss: 0.000000, acc: 1.000000] [A loss: 9119.802734, acc: 0.000000]\n",
"6709: [D loss: 0.000000, acc: 1.000000] [A loss: 7435.395996, acc: 0.000000]\n",
"6710: [D loss: 0.000000, acc: 1.000000] [A loss: 6150.216797, acc: 0.000000]\n",
"6711: [D loss: 2.496871, acc: 0.996094] [A loss: 6152.638672, acc: 0.000000]\n",
"6712: [D loss: 3.954500, acc: 0.994141] [A loss: 7083.131836, acc: 0.000000]\n",
"6713: [D loss: 0.000000, acc: 1.000000] [A loss: 5814.235352, acc: 0.000000]\n",
"6714: [D loss: 1.843608, acc: 0.996094] [A loss: 6213.877930, acc: 0.000000]\n",
"6715: [D loss: 1.443937, acc: 0.998047] [A loss: 5432.716797, acc: 0.000000]\n",
"6716: [D loss: 11.286142, acc: 0.982422] [A loss: 10144.207031, acc: 0.000000]\n",
"6717: [D loss: 0.000000, acc: 1.000000] [A loss: 8422.953125, acc: 0.000000]\n",
"6718: [D loss: 0.000000, acc: 1.000000] [A loss: 6986.300293, acc: 0.000000]\n",
"6719: [D loss: 0.000000, acc: 1.000000] [A loss: 5752.944824, acc: 0.000000]\n",
"6720: [D loss: 3.935176, acc: 0.994141] [A loss: 6518.600098, acc: 0.000000]\n",
"6721: [D loss: 0.491049, acc: 0.998047] [A loss: 5885.057617, acc: 0.000000]\n",
"6722: [D loss: 2.899236, acc: 0.994141] [A loss: 6844.432617, acc: 0.000000]\n",
"6723: [D loss: 0.000000, acc: 1.000000] [A loss: 5757.455566, acc: 0.003906]\n",
"6724: [D loss: 6.008488, acc: 0.992188] [A loss: 6949.993652, acc: 0.000000]\n",
"6725: [D loss: 0.473817, acc: 0.998047] [A loss: 6466.584473, acc: 0.000000]\n",
"6726: [D loss: 2.872674, acc: 0.998047] [A loss: 6031.055176, acc: 0.000000]\n",
"6727: [D loss: 0.102248, acc: 0.998047] [A loss: 5553.570801, acc: 0.003906]\n",
"6728: [D loss: 2.609934, acc: 0.994141] [A loss: 6990.391113, acc: 0.000000]\n",
"6729: [D loss: 0.618824, acc: 0.998047] [A loss: 6918.044922, acc: 0.000000]\n",
"6730: [D loss: 0.000000, acc: 1.000000] [A loss: 5354.434570, acc: 0.000000]\n",
"6731: [D loss: 8.303428, acc: 0.988281] [A loss: 8922.445312, acc: 0.000000]\n",
"6732: [D loss: 0.000000, acc: 1.000000] [A loss: 7558.037598, acc: 0.000000]\n",
"6733: [D loss: 1.587154, acc: 0.998047] [A loss: 7118.351562, acc: 0.000000]\n",
"6734: [D loss: 0.000000, acc: 1.000000] [A loss: 6054.995117, acc: 0.003906]\n",
"6735: [D loss: 3.618512, acc: 0.994141] [A loss: 7413.626465, acc: 0.000000]\n",
"6736: [D loss: 0.000000, acc: 1.000000] [A loss: 5990.017090, acc: 0.000000]\n",
"6737: [D loss: 1.031084, acc: 0.996094] [A loss: 6706.538574, acc: 0.003906]\n",
"6738: [D loss: 3.400261, acc: 0.996094] [A loss: 7449.978027, acc: 0.000000]\n",
"6739: [D loss: 0.902321, acc: 0.998047] [A loss: 7012.737305, acc: 0.000000]\n",
"6740: [D loss: 0.000000, acc: 1.000000] [A loss: 5663.917480, acc: 0.000000]\n",
"6741: [D loss: 4.015755, acc: 0.990234] [A loss: 9189.736328, acc: 0.000000]\n",
"6742: [D loss: 0.000000, acc: 1.000000] [A loss: 7625.246582, acc: 0.000000]\n",
"6743: [D loss: 0.160300, acc: 0.998047] [A loss: 7368.176758, acc: 0.000000]\n",
"6744: [D loss: 0.399147, acc: 0.998047] [A loss: 7295.779297, acc: 0.000000]\n",
"6745: [D loss: 0.000000, acc: 1.000000] [A loss: 5782.272461, acc: 0.003906]\n",
"6746: [D loss: 3.648189, acc: 0.990234] [A loss: 9361.299805, acc: 0.000000]\n",
"6747: [D loss: 0.000000, acc: 1.000000] [A loss: 7817.967773, acc: 0.000000]\n",
"6748: [D loss: 0.000000, acc: 1.000000] [A loss: 6480.524414, acc: 0.003906]\n",
"6749: [D loss: 0.192223, acc: 0.998047] [A loss: 6498.588379, acc: 0.000000]\n",
"6750: [D loss: 2.643240, acc: 0.996094] [A loss: 7184.163086, acc: 0.000000]\n",
"6751: [D loss: 0.000000, acc: 1.000000] [A loss: 5869.464844, acc: 0.003906]\n",
"6752: [D loss: 0.000000, acc: 1.000000] [A loss: 4298.384766, acc: 0.027344]\n",
"6753: [D loss: 23.011988, acc: 0.972656] [A loss: 10998.988281, acc: 0.000000]\n",
"6754: [D loss: 563.916626, acc: 0.998047] [A loss: 8850.185547, acc: 0.000000]\n",
"6755: [D loss: 0.000000, acc: 1.000000] [A loss: 7407.436523, acc: 0.000000]\n",
"6756: [D loss: 0.234906, acc: 0.998047] [A loss: 6252.952637, acc: 0.000000]\n",
"6757: [D loss: 0.000000, acc: 1.000000] [A loss: 4871.154297, acc: 0.007812]\n",
"6758: [D loss: 25.451561, acc: 0.972656] [A loss: 7478.600586, acc: 0.000000]\n",
"6759: [D loss: 0.000000, acc: 1.000000] [A loss: 6179.466797, acc: 0.003906]\n",
"6760: [D loss: 6.897904, acc: 0.992188] [A loss: 5873.568359, acc: 0.007812]\n",
"6761: [D loss: 3.323015, acc: 0.992188] [A loss: 5963.251953, acc: 0.003906]\n",
"6762: [D loss: 13.552605, acc: 0.976562] [A loss: 8003.626465, acc: 0.000000]\n",
"6763: [D loss: 0.332923, acc: 0.998047] [A loss: 6697.993652, acc: 0.007812]\n",
"6764: [D loss: 0.463052, acc: 0.994141] [A loss: 6024.360840, acc: 0.007812]\n",
"6765: [D loss: 6.864646, acc: 0.992188] [A loss: 6128.998047, acc: 0.000000]\n",
"6766: [D loss: 8.555464, acc: 0.986328] [A loss: 7017.279785, acc: 0.000000]\n",
"6767: [D loss: 2.521155, acc: 0.996094] [A loss: 6186.269531, acc: 0.003906]\n",
"6768: [D loss: 0.896002, acc: 0.998047] [A loss: 5275.300293, acc: 0.007812]\n",
"6769: [D loss: 21.999216, acc: 0.976562] [A loss: 7683.280273, acc: 0.000000]\n",
"6770: [D loss: 0.433209, acc: 0.996094] [A loss: 6710.147949, acc: 0.000000]\n",
"6771: [D loss: 0.894756, acc: 0.998047] [A loss: 5872.265137, acc: 0.003906]\n",
"6772: [D loss: 7.331118, acc: 0.986328] [A loss: 7014.899902, acc: 0.007812]\n",
"6773: [D loss: 1.464856, acc: 0.998047] [A loss: 5617.075195, acc: 0.007812]\n",
"6774: [D loss: 10.755825, acc: 0.984375] [A loss: 7241.766602, acc: 0.000000]\n",
"6775: [D loss: 0.000000, acc: 1.000000] [A loss: 5494.428711, acc: 0.003906]\n",
"6776: [D loss: 2.851948, acc: 0.986328] [A loss: 7134.837891, acc: 0.003906]\n",
"6777: [D loss: 1.307017, acc: 0.994141] [A loss: 6878.988281, acc: 0.003906]\n",
"6778: [D loss: 1.021247, acc: 0.994141] [A loss: 6258.620605, acc: 0.003906]\n",
"6779: [D loss: 7.769329, acc: 0.994141] [A loss: 5914.595703, acc: 0.011719]\n",
"6780: [D loss: 4.814808, acc: 0.994141] [A loss: 6240.208984, acc: 0.007812]\n",
"6781: [D loss: 6.766080, acc: 0.988281] [A loss: 7261.524902, acc: 0.000000]\n",
"6782: [D loss: 0.000000, acc: 1.000000] [A loss: 5719.422852, acc: 0.015625]\n",
"6783: [D loss: 13.067067, acc: 0.986328] [A loss: 7600.051758, acc: 0.000000]\n",
"6784: [D loss: 1.340762, acc: 0.996094] [A loss: 6704.824219, acc: 0.000000]\n",
"6785: [D loss: 0.549683, acc: 0.998047] [A loss: 5883.268555, acc: 0.007812]\n",
"6786: [D loss: 19.056629, acc: 0.976562] [A loss: 9609.088867, acc: 0.000000]\n",
"6787: [D loss: 0.000000, acc: 1.000000] [A loss: 8374.858398, acc: 0.000000]\n",
"6788: [D loss: 2.804004, acc: 0.998047] [A loss: 7127.694824, acc: 0.000000]\n",
"6789: [D loss: 8.135586, acc: 0.990234] [A loss: 8141.950195, acc: 0.000000]\n",
"6790: [D loss: 0.000000, acc: 1.000000] [A loss: 6419.846191, acc: 0.007812]\n",
"6791: [D loss: 9.571194, acc: 0.994141] [A loss: 6335.070312, acc: 0.000000]\n",
"6792: [D loss: 7.071584, acc: 0.988281] [A loss: 8321.194336, acc: 0.000000]\n",
"6793: [D loss: 0.000000, acc: 1.000000] [A loss: 6834.000000, acc: 0.000000]\n",
"6794: [D loss: 33.329510, acc: 0.978516] [A loss: 10360.960938, acc: 0.000000]\n",
"6795: [D loss: 0.000000, acc: 1.000000] [A loss: 8687.580078, acc: 0.000000]\n",
"6796: [D loss: 0.000000, acc: 1.000000] [A loss: 7194.727539, acc: 0.003906]\n",
"6797: [D loss: 6.786364, acc: 0.992188] [A loss: 7715.638672, acc: 0.000000]\n",
"6798: [D loss: 0.441400, acc: 0.998047] [A loss: 6751.944336, acc: 0.003906]\n",
"6799: [D loss: 5.165483, acc: 0.992188] [A loss: 7295.121094, acc: 0.000000]\n",
"6800: [D loss: 4.596554, acc: 0.996094] [A loss: 7192.613281, acc: 0.003906]\n",
"6801: [D loss: 2.351263, acc: 0.998047] [A loss: 5933.602051, acc: 0.003906]\n",
"6802: [D loss: 26.720276, acc: 0.980469] [A loss: 10106.645508, acc: 0.000000]\n",
"6803: [D loss: 5.701820, acc: 0.998047] [A loss: 9030.675781, acc: 0.000000]\n",
"6804: [D loss: 0.000000, acc: 1.000000] [A loss: 7644.914551, acc: 0.003906]\n",
"6805: [D loss: 3.705567, acc: 0.996094] [A loss: 7306.445312, acc: 0.003906]\n",
"6806: [D loss: 4.529760, acc: 0.994141] [A loss: 7433.649414, acc: 0.000000]\n",
"6807: [D loss: 3.904422, acc: 0.998047] [A loss: 6839.145508, acc: 0.003906]\n",
"6808: [D loss: 8.419252, acc: 0.990234] [A loss: 8571.577148, acc: 0.000000]\n",
"6809: [D loss: 0.000000, acc: 1.000000] [A loss: 7222.366699, acc: 0.000000]\n",
"6810: [D loss: 2.887386, acc: 0.996094] [A loss: 6897.139648, acc: 0.000000]\n",
"6811: [D loss: 5.329942, acc: 0.990234] [A loss: 8854.899414, acc: 0.000000]\n",
"6812: [D loss: 0.000000, acc: 1.000000] [A loss: 7299.344727, acc: 0.003906]\n",
"6813: [D loss: 6.063613, acc: 0.994141] [A loss: 8030.185059, acc: 0.000000]\n",
"6814: [D loss: 0.930921, acc: 0.998047] [A loss: 7066.774414, acc: 0.000000]\n",
"6815: [D loss: 7.645953, acc: 0.994141] [A loss: 8178.707520, acc: 0.000000]\n",
"6816: [D loss: 0.000000, acc: 1.000000] [A loss: 6689.458984, acc: 0.007812]\n",
"6817: [D loss: 6.514722, acc: 0.994141] [A loss: 7646.568359, acc: 0.000000]\n",
"6818: [D loss: 0.117357, acc: 0.998047] [A loss: 6838.497070, acc: 0.003906]\n",
"6819: [D loss: 10.289181, acc: 0.990234] [A loss: 10038.329102, acc: 0.000000]\n",
"6820: [D loss: 0.000000, acc: 1.000000] [A loss: 8303.099609, acc: 0.000000]\n",
"6821: [D loss: 0.000000, acc: 1.000000] [A loss: 6503.073242, acc: 0.011719]\n",
"6822: [D loss: 5.035017, acc: 0.992188] [A loss: 8786.730469, acc: 0.000000]\n",
"6823: [D loss: 0.000000, acc: 1.000000] [A loss: 7300.348633, acc: 0.000000]\n",
"6824: [D loss: 3.892277, acc: 0.996094] [A loss: 7632.522461, acc: 0.000000]\n",
"6825: [D loss: 0.000000, acc: 1.000000] [A loss: 6391.211914, acc: 0.000000]\n",
"6826: [D loss: 11.634171, acc: 0.990234] [A loss: 9374.720703, acc: 0.000000]\n",
"6827: [D loss: 0.000000, acc: 1.000000] [A loss: 7700.040039, acc: 0.000000]\n",
"6828: [D loss: 0.000000, acc: 1.000000] [A loss: 5919.955566, acc: 0.007812]\n",
"6829: [D loss: 7.064123, acc: 0.990234] [A loss: 9606.791016, acc: 0.000000]\n",
"6830: [D loss: 0.000000, acc: 1.000000] [A loss: 7752.994141, acc: 0.000000]\n",
"6831: [D loss: 4.323866, acc: 0.992188] [A loss: 10444.323242, acc: 0.000000]\n",
"6832: [D loss: 0.000000, acc: 1.000000] [A loss: 8473.271484, acc: 0.000000]\n",
"6833: [D loss: 3.197286, acc: 0.998047] [A loss: 7795.567383, acc: 0.000000]\n",
"6834: [D loss: 1.563249, acc: 0.996094] [A loss: 8196.056641, acc: 0.000000]\n",
"6835: [D loss: 2.235310, acc: 0.998047] [A loss: 7952.153320, acc: 0.000000]\n",
"6836: [D loss: 0.000000, acc: 1.000000] [A loss: 6444.477051, acc: 0.003906]\n",
"6837: [D loss: 9.015791, acc: 0.986328] [A loss: 11226.292969, acc: 0.000000]\n",
"6838: [D loss: 0.000000, acc: 1.000000] [A loss: 9949.054688, acc: 0.000000]\n",
"6839: [D loss: 0.000000, acc: 1.000000] [A loss: 8092.996094, acc: 0.000000]\n",
"6840: [D loss: 0.000000, acc: 1.000000] [A loss: 6573.367676, acc: 0.007812]\n",
"6841: [D loss: 8.399546, acc: 0.990234] [A loss: 10195.531250, acc: 0.000000]\n",
"6842: [D loss: 0.000000, acc: 1.000000] [A loss: 8527.473633, acc: 0.000000]\n",
"6843: [D loss: 0.000000, acc: 1.000000] [A loss: 6707.437500, acc: 0.003906]\n",
"6844: [D loss: 11.297807, acc: 0.990234] [A loss: 9861.327148, acc: 0.000000]\n",
"6845: [D loss: 0.000000, acc: 1.000000] [A loss: 8573.317383, acc: 0.003906]\n",
"6846: [D loss: 2.660356, acc: 0.996094] [A loss: 8706.250000, acc: 0.000000]\n",
"6847: [D loss: 4.432835, acc: 0.998047] [A loss: 8119.420410, acc: 0.000000]\n",
"6848: [D loss: 4.580775, acc: 0.994141] [A loss: 10258.696289, acc: 0.000000]\n",
"6849: [D loss: 0.000000, acc: 1.000000] [A loss: 8130.777344, acc: 0.000000]\n",
"6850: [D loss: 1.525926, acc: 0.998047] [A loss: 8087.772949, acc: 0.000000]\n",
"6851: [D loss: 0.000000, acc: 1.000000] [A loss: 6400.338867, acc: 0.011719]\n",
"6852: [D loss: 3.363991, acc: 0.996094] [A loss: 7493.749512, acc: 0.000000]\n",
"6853: [D loss: 5.039456, acc: 0.992188] [A loss: 10680.903320, acc: 0.000000]\n",
"6854: [D loss: 0.000000, acc: 1.000000] [A loss: 9083.457031, acc: 0.000000]\n",
"6855: [D loss: 1.225305, acc: 0.998047] [A loss: 8744.641602, acc: 0.000000]\n",
"6856: [D loss: 1.922691, acc: 0.994141] [A loss: 10880.898438, acc: 0.000000]\n",
"6857: [D loss: 0.000000, acc: 1.000000] [A loss: 9183.359375, acc: 0.000000]\n",
"6858: [D loss: 0.000000, acc: 1.000000] [A loss: 7770.136230, acc: 0.003906]\n",
"6859: [D loss: 8.625607, acc: 0.994141] [A loss: 9908.014648, acc: 0.000000]\n",
"6860: [D loss: 0.000000, acc: 1.000000] [A loss: 8284.812500, acc: 0.000000]\n",
"6861: [D loss: 0.000000, acc: 1.000000] [A loss: 6629.264648, acc: 0.007812]\n",
"6862: [D loss: 8.275405, acc: 0.990234] [A loss: 11314.762695, acc: 0.000000]\n",
"6863: [D loss: 0.000000, acc: 1.000000] [A loss: 9513.078125, acc: 0.000000]\n",
"6864: [D loss: 0.085578, acc: 0.998047] [A loss: 9201.638672, acc: 0.000000]\n",
"6865: [D loss: 0.000000, acc: 1.000000] [A loss: 7746.096191, acc: 0.000000]\n",
"6866: [D loss: 3.680803, acc: 0.998047] [A loss: 7422.141113, acc: 0.003906]\n",
"6867: [D loss: 5.454675, acc: 0.988281] [A loss: 12874.449219, acc: 0.000000]\n",
"6868: [D loss: 0.000000, acc: 1.000000] [A loss: 10825.102539, acc: 0.000000]\n",
"6869: [D loss: 0.000000, acc: 1.000000] [A loss: 9461.016602, acc: 0.000000]\n",
"6870: [D loss: 0.000000, acc: 1.000000] [A loss: 7745.030273, acc: 0.000000]\n",
"6871: [D loss: 0.000000, acc: 1.000000] [A loss: 5742.691895, acc: 0.007812]\n",
"6872: [D loss: 4.393519, acc: 0.990234] [A loss: 10281.886719, acc: 0.000000]\n",
"6873: [D loss: 0.000000, acc: 1.000000] [A loss: 8763.825195, acc: 0.000000]\n",
"6874: [D loss: 0.000000, acc: 1.000000] [A loss: 6793.199707, acc: 0.000000]\n",
"6875: [D loss: 4.123584, acc: 0.990234] [A loss: 11049.136719, acc: 0.000000]\n",
"6876: [D loss: 4.074915, acc: 0.998047] [A loss: 10731.059570, acc: 0.000000]\n",
"6877: [D loss: 0.000000, acc: 1.000000] [A loss: 8898.894531, acc: 0.000000]\n",
"6878: [D loss: 1.923131, acc: 0.998047] [A loss: 8541.225586, acc: 0.000000]\n",
"6879: [D loss: 0.854528, acc: 0.998047] [A loss: 7616.707031, acc: 0.000000]\n",
"6880: [D loss: 1.472251, acc: 0.998047] [A loss: 8036.872559, acc: 0.003906]\n",
"6881: [D loss: 2.087239, acc: 0.996094] [A loss: 9064.944336, acc: 0.000000]\n",
"6882: [D loss: 0.000000, acc: 1.000000] [A loss: 7480.047852, acc: 0.000000]\n",
"6883: [D loss: 16.094942, acc: 0.990234] [A loss: 11491.779297, acc: 0.000000]\n",
"6884: [D loss: 0.000000, acc: 1.000000] [A loss: 10295.996094, acc: 0.000000]\n",
"6885: [D loss: 0.000000, acc: 1.000000] [A loss: 8345.679688, acc: 0.000000]\n",
"6886: [D loss: 0.000000, acc: 1.000000] [A loss: 7077.996582, acc: 0.011719]\n",
"6887: [D loss: 2.612729, acc: 0.994141] [A loss: 9094.207031, acc: 0.000000]\n",
"6888: [D loss: 0.182440, acc: 0.998047] [A loss: 8906.488281, acc: 0.003906]\n",
"6889: [D loss: 0.000000, acc: 1.000000] [A loss: 7335.234375, acc: 0.000000]\n",
"6890: [D loss: 0.390949, acc: 0.998047] [A loss: 7204.575195, acc: 0.000000]\n",
"6891: [D loss: 7.095860, acc: 0.992188] [A loss: 11154.005859, acc: 0.000000]\n",
"6892: [D loss: 0.000000, acc: 1.000000] [A loss: 9185.370117, acc: 0.000000]\n",
"6893: [D loss: 0.395584, acc: 0.998047] [A loss: 8613.765625, acc: 0.000000]\n",
"6894: [D loss: 0.000000, acc: 1.000000] [A loss: 7268.129883, acc: 0.000000]\n",
"6895: [D loss: 3.966055, acc: 0.994141] [A loss: 9991.313477, acc: 0.000000]\n",
"6896: [D loss: 0.000000, acc: 1.000000] [A loss: 8415.917969, acc: 0.000000]\n",
"6897: [D loss: 0.000000, acc: 1.000000] [A loss: 6896.489746, acc: 0.003906]\n",
"6898: [D loss: 4.784175, acc: 0.988281] [A loss: 12255.545898, acc: 0.000000]\n",
"6899: [D loss: 0.000000, acc: 1.000000] [A loss: 10377.232422, acc: 0.000000]\n",
"6900: [D loss: 0.000000, acc: 1.000000] [A loss: 8923.485352, acc: 0.000000]\n",
"6901: [D loss: 0.000000, acc: 1.000000] [A loss: 7322.116699, acc: 0.000000]\n",
"6902: [D loss: 2.649112, acc: 0.994141] [A loss: 9755.388672, acc: 0.000000]\n",
"6903: [D loss: 0.000000, acc: 1.000000] [A loss: 7846.092285, acc: 0.000000]\n",
"6904: [D loss: 3.298038, acc: 0.996094] [A loss: 9001.591797, acc: 0.000000]\n",
"6905: [D loss: 0.000000, acc: 1.000000] [A loss: 7278.895996, acc: 0.003906]\n",
"6906: [D loss: 1.603226, acc: 0.998047] [A loss: 7233.218262, acc: 0.000000]\n",
"6907: [D loss: 8.164515, acc: 0.990234] [A loss: 12164.744141, acc: 0.000000]\n",
"6908: [D loss: 0.000000, acc: 1.000000] [A loss: 9990.885742, acc: 0.000000]\n",
"6909: [D loss: 0.000000, acc: 1.000000] [A loss: 8365.610352, acc: 0.000000]\n",
"6910: [D loss: 1.468016, acc: 0.998047] [A loss: 8306.454102, acc: 0.000000]\n",
"6911: [D loss: 1.863705, acc: 0.996094] [A loss: 9331.668945, acc: 0.000000]\n",
"6912: [D loss: 0.000000, acc: 1.000000] [A loss: 7572.499512, acc: 0.000000]\n",
"6913: [D loss: 4.965765, acc: 0.998047] [A loss: 7602.312500, acc: 0.000000]\n",
"6914: [D loss: 6.673468, acc: 0.996094] [A loss: 9743.933594, acc: 0.000000]\n",
"6915: [D loss: 0.000000, acc: 1.000000] [A loss: 7765.336426, acc: 0.000000]\n",
"6916: [D loss: 0.000000, acc: 1.000000] [A loss: 5949.543945, acc: 0.011719]\n",
"6917: [D loss: 16.856298, acc: 0.984375] [A loss: 13119.307617, acc: 0.000000]\n",
"6918: [D loss: 0.000000, acc: 1.000000] [A loss: 10869.968750, acc: 0.000000]\n",
"6919: [D loss: 0.000000, acc: 1.000000] [A loss: 9427.375977, acc: 0.000000]\n",
"6920: [D loss: 0.000000, acc: 1.000000] [A loss: 7714.533203, acc: 0.003906]\n",
"6921: [D loss: 1.925368, acc: 0.998047] [A loss: 7455.638672, acc: 0.003906]\n",
"6922: [D loss: 3.676096, acc: 0.996094] [A loss: 8243.753906, acc: 0.000000]\n",
"6923: [D loss: 1.954039, acc: 0.996094] [A loss: 9366.161133, acc: 0.000000]\n",
"6924: [D loss: 0.000000, acc: 1.000000] [A loss: 7838.284180, acc: 0.000000]\n",
"6925: [D loss: 0.000000, acc: 1.000000] [A loss: 6227.389648, acc: 0.003906]\n",
"6926: [D loss: 11.252441, acc: 0.988281] [A loss: 11165.613281, acc: 0.000000]\n",
"6927: [D loss: 0.000000, acc: 1.000000] [A loss: 9739.695312, acc: 0.000000]\n",
"6928: [D loss: 0.000000, acc: 1.000000] [A loss: 7995.086914, acc: 0.003906]\n",
"6929: [D loss: 0.272564, acc: 0.998047] [A loss: 7080.568359, acc: 0.003906]\n",
"6930: [D loss: 4.050877, acc: 0.992188] [A loss: 10737.182617, acc: 0.000000]\n",
"6931: [D loss: 0.000000, acc: 1.000000] [A loss: 8950.019531, acc: 0.000000]\n",
"6932: [D loss: 0.000000, acc: 1.000000] [A loss: 7065.826172, acc: 0.003906]\n",
"6933: [D loss: 1.415181, acc: 0.998047] [A loss: 7133.230957, acc: 0.000000]\n",
"6934: [D loss: 10.398438, acc: 0.990234] [A loss: 11268.929688, acc: 0.000000]\n",
"6935: [D loss: 0.000000, acc: 1.000000] [A loss: 9212.800781, acc: 0.000000]\n",
"6936: [D loss: 1.579346, acc: 0.998047] [A loss: 9128.311523, acc: 0.000000]\n",
"6937: [D loss: 0.000000, acc: 1.000000] [A loss: 7824.674805, acc: 0.000000]\n",
"6938: [D loss: 3.835597, acc: 0.994141] [A loss: 9502.207031, acc: 0.000000]\n",
"6939: [D loss: 0.000000, acc: 1.000000] [A loss: 8211.186523, acc: 0.000000]\n",
"6940: [D loss: 1.932972, acc: 0.996094] [A loss: 9200.789062, acc: 0.000000]\n",
"6941: [D loss: 0.000000, acc: 1.000000] [A loss: 7697.291504, acc: 0.003906]\n",
"6942: [D loss: 2.977161, acc: 0.996094] [A loss: 8704.333984, acc: 0.000000]\n",
"6943: [D loss: 0.289280, acc: 0.998047] [A loss: 8144.234375, acc: 0.000000]\n",
"6944: [D loss: 0.000000, acc: 1.000000] [A loss: 7453.067383, acc: 0.000000]\n",
"6945: [D loss: 2.966643, acc: 0.992188] [A loss: 10712.334961, acc: 0.000000]\n",
"6946: [D loss: 0.000000, acc: 1.000000] [A loss: 8936.587891, acc: 0.000000]\n",
"6947: [D loss: 0.000000, acc: 1.000000] [A loss: 7544.752930, acc: 0.003906]\n",
"6948: [D loss: 4.385803, acc: 0.990234] [A loss: 11791.177734, acc: 0.000000]\n",
"6949: [D loss: 0.000000, acc: 1.000000] [A loss: 9949.776367, acc: 0.000000]\n",
"6950: [D loss: 0.000000, acc: 1.000000] [A loss: 8667.012695, acc: 0.000000]\n",
"6951: [D loss: 0.000000, acc: 1.000000] [A loss: 7077.715820, acc: 0.003906]\n",
"6952: [D loss: 7.716067, acc: 0.990234] [A loss: 11192.882812, acc: 0.000000]\n",
"6953: [D loss: 0.000000, acc: 1.000000] [A loss: 9619.416992, acc: 0.000000]\n",
"6954: [D loss: 0.412049, acc: 0.998047] [A loss: 9002.426758, acc: 0.000000]\n",
"6955: [D loss: 0.000000, acc: 1.000000] [A loss: 7730.834961, acc: 0.003906]\n",
"6956: [D loss: 2.401526, acc: 0.994141] [A loss: 10254.173828, acc: 0.000000]\n",
"6957: [D loss: 0.000000, acc: 1.000000] [A loss: 8598.565430, acc: 0.000000]\n",
"6958: [D loss: 4.137433, acc: 0.994141] [A loss: 10696.555664, acc: 0.000000]\n",
"6959: [D loss: 0.000000, acc: 1.000000] [A loss: 9541.982422, acc: 0.000000]\n",
"6960: [D loss: 1.026872, acc: 0.998047] [A loss: 8949.817383, acc: 0.000000]\n",
"6961: [D loss: 3.168741, acc: 0.996094] [A loss: 10542.823242, acc: 0.000000]\n",
"6962: [D loss: 0.000000, acc: 1.000000] [A loss: 8563.158203, acc: 0.000000]\n",
"6963: [D loss: 0.000000, acc: 1.000000] [A loss: 7200.460449, acc: 0.003906]\n",
"6964: [D loss: 0.000000, acc: 1.000000] [A loss: 5314.892090, acc: 0.023438]\n",
"6965: [D loss: 44.861889, acc: 0.968750] [A loss: 13730.602539, acc: 0.000000]\n",
"6966: [D loss: 0.000000, acc: 1.000000] [A loss: 11590.582031, acc: 0.000000]\n",
"6967: [D loss: 0.000000, acc: 1.000000] [A loss: 9655.995117, acc: 0.000000]\n",
"6968: [D loss: 0.000000, acc: 1.000000] [A loss: 8493.675781, acc: 0.003906]\n",
"6969: [D loss: 2.159615, acc: 0.994141] [A loss: 9063.431641, acc: 0.000000]\n",
"6970: [D loss: 0.000000, acc: 1.000000] [A loss: 7474.199219, acc: 0.000000]\n",
"6971: [D loss: 5.692278, acc: 0.992188] [A loss: 8911.437500, acc: 0.000000]\n",
"6972: [D loss: 1.776269, acc: 0.996094] [A loss: 8664.164062, acc: 0.000000]\n",
"6973: [D loss: 0.430509, acc: 0.998047] [A loss: 7755.310059, acc: 0.003906]\n",
"6974: [D loss: 0.762159, acc: 0.996094] [A loss: 8271.174805, acc: 0.000000]\n",
"6975: [D loss: 0.000000, acc: 1.000000] [A loss: 6102.570312, acc: 0.011719]\n",
"6976: [D loss: 14.065760, acc: 0.986328] [A loss: 10051.725586, acc: 0.000000]\n",
"6977: [D loss: 0.000000, acc: 1.000000] [A loss: 8626.289062, acc: 0.000000]\n",
"6978: [D loss: 2.011290, acc: 0.998047] [A loss: 7557.381836, acc: 0.000000]\n",
"6979: [D loss: 8.201651, acc: 0.992188] [A loss: 9687.579102, acc: 0.000000]\n",
"6980: [D loss: 0.000000, acc: 1.000000] [A loss: 7940.539062, acc: 0.000000]\n",
"6981: [D loss: 0.385259, acc: 0.998047] [A loss: 7286.207520, acc: 0.003906]\n",
"6982: [D loss: 4.502968, acc: 0.996094] [A loss: 7651.630859, acc: 0.003906]\n",
"6983: [D loss: 0.000095, acc: 1.000000] [A loss: 6067.496094, acc: 0.011719]\n",
"6984: [D loss: 13.723122, acc: 0.980469] [A loss: 11784.420898, acc: 0.000000]\n",
"6985: [D loss: 0.000000, acc: 1.000000] [A loss: 10215.451172, acc: 0.000000]\n",
"6986: [D loss: 0.000000, acc: 1.000000] [A loss: 8457.806641, acc: 0.000000]\n",
"6987: [D loss: 0.000000, acc: 1.000000] [A loss: 6912.890625, acc: 0.003906]\n",
"6988: [D loss: 0.343329, acc: 0.998047] [A loss: 6023.970703, acc: 0.003906]\n",
"6989: [D loss: 8.044733, acc: 0.992188] [A loss: 7993.312012, acc: 0.000000]\n",
"6990: [D loss: 4.866690, acc: 0.994141] [A loss: 8621.354492, acc: 0.000000]\n",
"6991: [D loss: 0.000000, acc: 1.000000] [A loss: 6851.698730, acc: 0.003906]\n",
"6992: [D loss: 3.055079, acc: 0.992188] [A loss: 9208.607422, acc: 0.000000]\n",
"6993: [D loss: 4.348495, acc: 0.996094] [A loss: 9422.611328, acc: 0.000000]\n",
"6994: [D loss: 1.686907, acc: 0.998047] [A loss: 8602.062500, acc: 0.003906]\n",
"6995: [D loss: 2.352704, acc: 0.998047] [A loss: 7904.350098, acc: 0.000000]\n",
"6996: [D loss: 4.670544, acc: 0.992188] [A loss: 10446.038086, acc: 0.000000]\n",
"6997: [D loss: 0.000000, acc: 1.000000] [A loss: 8925.187500, acc: 0.000000]\n",
"6998: [D loss: 0.046942, acc: 0.998047] [A loss: 8295.080078, acc: 0.003906]\n",
"6999: [D loss: 0.000000, acc: 1.000000] [A loss: 6352.231445, acc: 0.007812]\n",
"7000: [D loss: 14.462445, acc: 0.988281] [A loss: 10560.911133, acc: 0.000000]\n",
"7001: [D loss: 0.000000, acc: 1.000000] [A loss: 9031.501953, acc: 0.000000]\n",
"7002: [D loss: 0.000000, acc: 1.000000] [A loss: 7400.313477, acc: 0.000000]\n",
"7003: [D loss: 9.805810, acc: 0.990234] [A loss: 10472.166016, acc: 0.000000]\n",
"7004: [D loss: 0.000000, acc: 1.000000] [A loss: 8864.770508, acc: 0.000000]\n",
"7005: [D loss: 0.000000, acc: 1.000000] [A loss: 7324.957520, acc: 0.000000]\n",
"7006: [D loss: 6.217945, acc: 0.994141] [A loss: 8624.144531, acc: 0.000000]\n",
"7007: [D loss: 0.000000, acc: 1.000000] [A loss: 7092.006836, acc: 0.007812]\n",
"7008: [D loss: 6.169240, acc: 0.992188] [A loss: 9819.967773, acc: 0.000000]\n",
"7009: [D loss: 0.000000, acc: 1.000000] [A loss: 8217.600586, acc: 0.000000]\n",
"7010: [D loss: 5.525025, acc: 0.998047] [A loss: 7716.499512, acc: 0.000000]\n",
"7011: [D loss: 13.589550, acc: 0.992188] [A loss: 10730.671875, acc: 0.000000]\n",
"7012: [D loss: 0.000000, acc: 1.000000] [A loss: 8871.357422, acc: 0.000000]\n",
"7013: [D loss: 0.000000, acc: 1.000000] [A loss: 7288.240234, acc: 0.007812]\n",
"7014: [D loss: 7.887976, acc: 0.990234] [A loss: 11092.035156, acc: 0.000000]\n",
"7015: [D loss: 0.000000, acc: 1.000000] [A loss: 9266.153320, acc: 0.000000]\n",
"7016: [D loss: 2.608193, acc: 0.996094] [A loss: 9984.693359, acc: 0.000000]\n",
"7017: [D loss: 0.000000, acc: 1.000000] [A loss: 8418.159180, acc: 0.000000]\n",
"7018: [D loss: 0.000000, acc: 1.000000] [A loss: 6878.745605, acc: 0.003906]\n",
"7019: [D loss: 3.086580, acc: 0.990234] [A loss: 11239.933594, acc: 0.000000]\n",
"7020: [D loss: 0.278317, acc: 0.998047] [A loss: 10304.846680, acc: 0.000000]\n",
"7021: [D loss: 0.000000, acc: 1.000000] [A loss: 8467.285156, acc: 0.000000]\n",
"7022: [D loss: 3.743996, acc: 0.996094] [A loss: 9168.479492, acc: 0.000000]\n",
"7023: [D loss: 1.316109, acc: 0.998047] [A loss: 9103.960938, acc: 0.000000]\n",
"7024: [D loss: 0.000000, acc: 1.000000] [A loss: 7634.383301, acc: 0.003906]\n",
"7025: [D loss: 7.998713, acc: 0.990234] [A loss: 11873.916016, acc: 0.000000]\n",
"7026: [D loss: 0.000000, acc: 1.000000] [A loss: 9995.616211, acc: 0.000000]\n",
"7027: [D loss: 0.000000, acc: 1.000000] [A loss: 8144.175293, acc: 0.003906]\n",
"7028: [D loss: 0.000000, acc: 1.000000] [A loss: 6525.601074, acc: 0.003906]\n",
"7029: [D loss: 3.805342, acc: 0.992188] [A loss: 10116.857422, acc: 0.000000]\n",
"7030: [D loss: 0.000000, acc: 1.000000] [A loss: 7925.740723, acc: 0.000000]\n",
"7031: [D loss: 165.074081, acc: 0.996094] [A loss: 5317.477051, acc: 0.031250]\n",
"7032: [D loss: 66.789421, acc: 0.953125] [A loss: 9354.666992, acc: 0.000000]\n",
"7033: [D loss: 4.148872, acc: 0.998047] [A loss: 7642.914551, acc: 0.000000]\n",
"7034: [D loss: 10.299600, acc: 0.990234] [A loss: 7349.057617, acc: 0.000000]\n",
"7035: [D loss: 10.395552, acc: 0.990234] [A loss: 6674.473145, acc: 0.003906]\n",
"7036: [D loss: 24.887943, acc: 0.980469] [A loss: 7447.598633, acc: 0.003906]\n",
"7037: [D loss: 10.000221, acc: 0.996094] [A loss: 6376.570801, acc: 0.007812]\n",
"7038: [D loss: 10.480375, acc: 0.984375] [A loss: 7139.937012, acc: 0.003906]\n",
"7039: [D loss: 31.132040, acc: 0.974609] [A loss: 8806.188477, acc: 0.000000]\n",
"7040: [D loss: 11.932258, acc: 0.994141] [A loss: 7790.615234, acc: 0.003906]\n",
"7041: [D loss: 2.697896, acc: 0.994141] [A loss: 6585.640625, acc: 0.007812]\n",
"7042: [D loss: 17.785568, acc: 0.980469] [A loss: 7758.668945, acc: 0.000000]\n",
"7043: [D loss: 1.033726, acc: 0.998047] [A loss: 6067.995117, acc: 0.015625]\n",
"7044: [D loss: 46.262066, acc: 0.953125] [A loss: 10172.251953, acc: 0.000000]\n",
"7045: [D loss: 0.243534, acc: 0.998047] [A loss: 8687.235352, acc: 0.000000]\n",
"7046: [D loss: 0.805023, acc: 0.998047] [A loss: 7080.222168, acc: 0.000000]\n",
"7047: [D loss: 18.533680, acc: 0.984375] [A loss: 7697.193848, acc: 0.007812]\n",
"7048: [D loss: 24.529081, acc: 0.982422] [A loss: 8058.789551, acc: 0.003906]\n",
"7049: [D loss: 2.855777, acc: 0.994141] [A loss: 7401.659668, acc: 0.003906]\n",
"7050: [D loss: 28.373844, acc: 0.982422] [A loss: 7993.600098, acc: 0.003906]\n",
"7051: [D loss: 10.884075, acc: 0.994141] [A loss: 7132.914062, acc: 0.011719]\n",
"7052: [D loss: 23.843742, acc: 0.986328] [A loss: 7610.618164, acc: 0.003906]\n",
"7053: [D loss: 22.680696, acc: 0.990234] [A loss: 7690.619141, acc: 0.003906]\n",
"7054: [D loss: 7.505661, acc: 0.986328] [A loss: 7392.375488, acc: 0.011719]\n",
"7055: [D loss: 12.840348, acc: 0.984375] [A loss: 8536.856445, acc: 0.000000]\n",
"7056: [D loss: 6.055579, acc: 0.994141] [A loss: 7999.336914, acc: 0.003906]\n",
"7057: [D loss: 13.582746, acc: 0.990234] [A loss: 8103.222656, acc: 0.007812]\n",
"7058: [D loss: 29.708220, acc: 0.986328] [A loss: 9153.885742, acc: 0.000000]\n",
"7059: [D loss: 1.146920, acc: 0.996094] [A loss: 7985.551758, acc: 0.011719]\n",
"7060: [D loss: 8.373943, acc: 0.986328] [A loss: 8811.211914, acc: 0.003906]\n",
"7061: [D loss: 19.852730, acc: 0.992188] [A loss: 8615.548828, acc: 0.000000]\n",
"7062: [D loss: 9.086969, acc: 0.988281] [A loss: 9740.832031, acc: 0.003906]\n",
"7063: [D loss: 0.000000, acc: 1.000000] [A loss: 7840.712891, acc: 0.015625]\n",
"7064: [D loss: 17.093269, acc: 0.990234] [A loss: 8038.719238, acc: 0.003906]\n",
"7065: [D loss: 10.862877, acc: 0.986328] [A loss: 9717.049805, acc: 0.003906]\n",
"7066: [D loss: 0.000000, acc: 1.000000] [A loss: 7617.980469, acc: 0.003906]\n",
"7067: [D loss: 17.724516, acc: 0.978516] [A loss: 11539.729492, acc: 0.000000]\n",
"7068: [D loss: 0.217644, acc: 0.998047] [A loss: 9580.998047, acc: 0.000000]\n",
"7069: [D loss: 5.402942, acc: 0.998047] [A loss: 8240.541016, acc: 0.011719]\n",
"7070: [D loss: 10.827991, acc: 0.994141] [A loss: 7700.604492, acc: 0.007812]\n",
"7071: [D loss: 27.541695, acc: 0.982422] [A loss: 11013.451172, acc: 0.000000]\n",
"7072: [D loss: 0.000000, acc: 1.000000] [A loss: 8769.464844, acc: 0.000000]\n",
"7073: [D loss: 6.228230, acc: 0.994141] [A loss: 8870.549805, acc: 0.003906]\n",
"7074: [D loss: 7.572073, acc: 0.992188] [A loss: 8869.381836, acc: 0.003906]\n",
"7075: [D loss: 10.504282, acc: 0.990234] [A loss: 10301.015625, acc: 0.003906]\n",
"7076: [D loss: 3.377013, acc: 0.996094] [A loss: 9682.067383, acc: 0.000000]\n",
"7077: [D loss: 12.231460, acc: 0.990234] [A loss: 10504.468750, acc: 0.000000]\n",
"7078: [D loss: 4.770139, acc: 0.998047] [A loss: 9363.519531, acc: 0.003906]\n",
"7079: [D loss: 13.166574, acc: 0.990234] [A loss: 10768.844727, acc: 0.000000]\n",
"7080: [D loss: 5.237340, acc: 0.998047] [A loss: 9460.076172, acc: 0.000000]\n",
"7081: [D loss: 16.951736, acc: 0.990234] [A loss: 11351.979492, acc: 0.000000]\n",
"7082: [D loss: 0.000000, acc: 1.000000] [A loss: 9621.132812, acc: 0.011719]\n",
"7083: [D loss: 4.217941, acc: 0.994141] [A loss: 9688.366211, acc: 0.000000]\n",
"7084: [D loss: 3.734922, acc: 0.992188] [A loss: 11254.509766, acc: 0.000000]\n",
"7085: [D loss: 0.000000, acc: 1.000000] [A loss: 8848.502930, acc: 0.007812]\n",
"7086: [D loss: 9.226056, acc: 0.988281] [A loss: 12073.173828, acc: 0.000000]\n",
"7087: [D loss: 0.000000, acc: 1.000000] [A loss: 9887.954102, acc: 0.007812]\n",
"7088: [D loss: 1.842109, acc: 0.998047] [A loss: 9232.270508, acc: 0.000000]\n",
"7089: [D loss: 8.216225, acc: 0.996094] [A loss: 8657.148438, acc: 0.000000]\n",
"7090: [D loss: 7.041834, acc: 0.990234] [A loss: 11770.292969, acc: 0.000000]\n",
"7091: [D loss: 0.000000, acc: 1.000000] [A loss: 9176.820312, acc: 0.003906]\n",
"7092: [D loss: 1.865917, acc: 0.996094] [A loss: 9428.817383, acc: 0.000000]\n",
"7093: [D loss: 3.296319, acc: 0.994141] [A loss: 10986.960938, acc: 0.000000]\n",
"7094: [D loss: 3.600548, acc: 0.992188] [A loss: 12845.583984, acc: 0.000000]\n",
"7095: [D loss: 0.505209, acc: 0.998047] [A loss: 11354.113281, acc: 0.000000]\n",
"7096: [D loss: 2.928841, acc: 0.994141] [A loss: 12777.177734, acc: 0.000000]\n",
"7097: [D loss: 0.000000, acc: 1.000000] [A loss: 10788.609375, acc: 0.003906]\n",
"7098: [D loss: 2.135633, acc: 0.998047] [A loss: 10201.775391, acc: 0.000000]\n",
"7099: [D loss: 10.706169, acc: 0.994141] [A loss: 11612.375977, acc: 0.000000]\n",
"7100: [D loss: 5.135175, acc: 0.996094] [A loss: 11880.121094, acc: 0.000000]\n",
"7101: [D loss: 1.561463, acc: 0.998047] [A loss: 10989.601562, acc: 0.003906]\n",
"7102: [D loss: 0.000000, acc: 1.000000] [A loss: 8787.638672, acc: 0.003906]\n",
"7103: [D loss: 11.728468, acc: 0.986328] [A loss: 14682.957031, acc: 0.000000]\n",
"7104: [D loss: 0.000000, acc: 1.000000] [A loss: 12555.316406, acc: 0.000000]\n",
"7105: [D loss: 0.000000, acc: 1.000000] [A loss: 10320.492188, acc: 0.000000]\n",
"7106: [D loss: 1.484999, acc: 0.996094] [A loss: 10878.000000, acc: 0.003906]\n",
"7107: [D loss: 1.919411, acc: 0.998047] [A loss: 10347.466797, acc: 0.000000]\n",
"7108: [D loss: 8.514009, acc: 0.996094] [A loss: 11557.536133, acc: 0.000000]\n",
"7109: [D loss: 0.000000, acc: 1.000000] [A loss: 8965.807617, acc: 0.011719]\n",
"7110: [D loss: 12.098623, acc: 0.988281] [A loss: 14474.332031, acc: 0.000000]\n",
"7111: [D loss: 0.000000, acc: 1.000000] [A loss: 12566.438477, acc: 0.000000]\n",
"7112: [D loss: 0.000000, acc: 1.000000] [A loss: 10481.387695, acc: 0.000000]\n",
"7113: [D loss: 2.646939, acc: 0.996094] [A loss: 10823.854492, acc: 0.000000]\n",
"7114: [D loss: 0.000000, acc: 1.000000] [A loss: 8477.679688, acc: 0.000000]\n",
"7115: [D loss: 18.832853, acc: 0.984375] [A loss: 15880.153320, acc: 0.000000]\n",
"7116: [D loss: 0.000000, acc: 1.000000] [A loss: 13427.506836, acc: 0.000000]\n",
"7117: [D loss: 0.000000, acc: 1.000000] [A loss: 11670.157227, acc: 0.000000]\n",
"7118: [D loss: 1.438066, acc: 0.996094] [A loss: 12039.969727, acc: 0.003906]\n",
"7119: [D loss: 4.078955, acc: 0.996094] [A loss: 12565.938477, acc: 0.000000]\n",
"7120: [D loss: 0.000000, acc: 1.000000] [A loss: 10526.689453, acc: 0.003906]\n",
"7121: [D loss: 3.179940, acc: 0.998047] [A loss: 9714.650391, acc: 0.007812]\n",
"7122: [D loss: 2.677446, acc: 0.994141] [A loss: 11919.866211, acc: 0.000000]\n",
"7123: [D loss: 0.757739, acc: 0.998047] [A loss: 11668.953125, acc: 0.000000]\n",
"7124: [D loss: 0.000000, acc: 1.000000] [A loss: 9242.667969, acc: 0.000000]\n",
"7125: [D loss: 17.479704, acc: 0.984375] [A loss: 16372.365234, acc: 0.000000]\n",
"7126: [D loss: 0.000000, acc: 1.000000] [A loss: 14382.687500, acc: 0.000000]\n",
"7127: [D loss: 0.000000, acc: 1.000000] [A loss: 12228.652344, acc: 0.000000]\n",
"7128: [D loss: 0.000000, acc: 1.000000] [A loss: 10069.743164, acc: 0.003906]\n",
"7129: [D loss: 0.000000, acc: 1.000000] [A loss: 7672.458008, acc: 0.035156]\n",
"7130: [D loss: 23.916973, acc: 0.976562] [A loss: 16245.966797, acc: 0.000000]\n",
"7131: [D loss: 0.000000, acc: 1.000000] [A loss: 14043.397461, acc: 0.000000]\n",
"7132: [D loss: 0.000000, acc: 1.000000] [A loss: 11971.630859, acc: 0.000000]\n",
"7133: [D loss: 0.000000, acc: 1.000000] [A loss: 10145.687500, acc: 0.003906]\n",
"7134: [D loss: 0.552808, acc: 0.998047] [A loss: 8947.181641, acc: 0.003906]\n",
"7135: [D loss: 26.030323, acc: 0.984375] [A loss: 14156.757812, acc: 0.000000]\n",
"7136: [D loss: 0.000000, acc: 1.000000] [A loss: 12098.054688, acc: 0.000000]\n",
"7137: [D loss: 2.240367, acc: 0.998047] [A loss: 10938.878906, acc: 0.000000]\n",
"7138: [D loss: 4.059095, acc: 0.996094] [A loss: 10942.269531, acc: 0.000000]\n",
"7139: [D loss: 0.000000, acc: 1.000000] [A loss: 8771.158203, acc: 0.003906]\n",
"7140: [D loss: 3.928289, acc: 0.990234] [A loss: 11684.684570, acc: 0.000000]\n",
"7141: [D loss: 0.903202, acc: 0.998047] [A loss: 11329.435547, acc: 0.000000]\n",
"7142: [D loss: 0.000000, acc: 1.000000] [A loss: 9357.163086, acc: 0.003906]\n",
"7143: [D loss: 18.272184, acc: 0.986328] [A loss: 14381.160156, acc: 0.000000]\n",
"7144: [D loss: 0.000000, acc: 1.000000] [A loss: 11912.509766, acc: 0.000000]\n",
"7145: [D loss: 0.000000, acc: 1.000000] [A loss: 9601.355469, acc: 0.003906]\n",
"7146: [D loss: 4.891862, acc: 0.994141] [A loss: 11438.099609, acc: 0.000000]\n",
"7147: [D loss: 4.454953, acc: 0.998047] [A loss: 10639.300781, acc: 0.003906]\n",
"7148: [D loss: 12.062234, acc: 0.994141] [A loss: 11804.629883, acc: 0.000000]\n",
"7149: [D loss: 0.000000, acc: 1.000000] [A loss: 9803.866211, acc: 0.003906]\n",
"7150: [D loss: 7.810350, acc: 0.996094] [A loss: 10713.597656, acc: 0.000000]\n",
"7151: [D loss: 3.631695, acc: 0.998047] [A loss: 9322.669922, acc: 0.000000]\n",
"7152: [D loss: 1.655913, acc: 0.992188] [A loss: 13203.327148, acc: 0.000000]\n",
"7153: [D loss: 7.903431, acc: 0.998047] [A loss: 11875.559570, acc: 0.000000]\n",
"7154: [D loss: 0.000000, acc: 1.000000] [A loss: 9875.210938, acc: 0.000000]\n",
"7155: [D loss: 4.186015, acc: 0.996094] [A loss: 10950.249023, acc: 0.000000]\n",
"7156: [D loss: 4.919193, acc: 0.996094] [A loss: 11902.985352, acc: 0.003906]\n",
"7157: [D loss: 0.000000, acc: 1.000000] [A loss: 9562.416992, acc: 0.003906]\n",
"7158: [D loss: 12.029716, acc: 0.990234] [A loss: 14985.357422, acc: 0.000000]\n",
"7159: [D loss: 0.000000, acc: 1.000000] [A loss: 12393.431641, acc: 0.000000]\n",
"7160: [D loss: 0.000000, acc: 1.000000] [A loss: 10301.345703, acc: 0.000000]\n",
"7161: [D loss: 7.004937, acc: 0.996094] [A loss: 11094.382812, acc: 0.007812]\n",
"7162: [D loss: 1.343288, acc: 0.998047] [A loss: 10838.479492, acc: 0.003906]\n",
"7163: [D loss: 6.217694, acc: 0.996094] [A loss: 12560.026367, acc: 0.000000]\n",
"7164: [D loss: 5.672401, acc: 0.998047] [A loss: 11367.844727, acc: 0.000000]\n",
"7165: [D loss: 3.114944, acc: 0.996094] [A loss: 13153.561523, acc: 0.000000]\n",
"7166: [D loss: 1.571197, acc: 0.998047] [A loss: 12541.203125, acc: 0.000000]\n",
"7167: [D loss: 0.000000, acc: 1.000000] [A loss: 10385.413086, acc: 0.000000]\n",
"7168: [D loss: 0.000000, acc: 1.000000] [A loss: 7924.594238, acc: 0.003906]\n",
"7169: [D loss: 19.834112, acc: 0.988281] [A loss: 15710.092773, acc: 0.000000]\n",
"7170: [D loss: 0.000000, acc: 1.000000] [A loss: 12934.474609, acc: 0.000000]\n",
"7171: [D loss: 0.000000, acc: 1.000000] [A loss: 10948.117188, acc: 0.000000]\n",
"7172: [D loss: 13.330328, acc: 0.992188] [A loss: 14194.780273, acc: 0.000000]\n",
"7173: [D loss: 0.000000, acc: 1.000000] [A loss: 12935.468750, acc: 0.000000]\n",
"7174: [D loss: 0.000000, acc: 1.000000] [A loss: 10443.392578, acc: 0.000000]\n",
"7175: [D loss: 0.000000, acc: 1.000000] [A loss: 8370.204102, acc: 0.019531]\n",
"7176: [D loss: 27.107323, acc: 0.984375] [A loss: 16330.210938, acc: 0.000000]\n",
"7177: [D loss: 0.000000, acc: 1.000000] [A loss: 14145.182617, acc: 0.000000]\n",
"7178: [D loss: 0.000000, acc: 1.000000] [A loss: 11633.079102, acc: 0.000000]\n",
"7179: [D loss: 0.000000, acc: 1.000000] [A loss: 9542.056641, acc: 0.007812]\n",
"7180: [D loss: 10.270240, acc: 0.998047] [A loss: 9060.136719, acc: 0.003906]\n",
"7181: [D loss: 21.565832, acc: 0.990234] [A loss: 13789.702148, acc: 0.000000]\n",
"7182: [D loss: 0.000000, acc: 1.000000] [A loss: 11813.737305, acc: 0.000000]\n",
"7183: [D loss: 0.000000, acc: 1.000000] [A loss: 9435.672852, acc: 0.000000]\n",
"7184: [D loss: 7.789462, acc: 0.994141] [A loss: 12175.210938, acc: 0.000000]\n",
"7185: [D loss: 0.000000, acc: 1.000000] [A loss: 10280.279297, acc: 0.007812]\n",
"7186: [D loss: 0.000000, acc: 1.000000] [A loss: 8023.795898, acc: 0.007812]\n",
"7187: [D loss: 36.112804, acc: 0.974609] [A loss: 17321.734375, acc: 0.000000]\n",
"7188: [D loss: 0.000000, acc: 1.000000] [A loss: 14816.374023, acc: 0.000000]\n",
"7189: [D loss: 0.000000, acc: 1.000000] [A loss: 12819.428711, acc: 0.000000]\n",
"7190: [D loss: 0.000000, acc: 1.000000] [A loss: 10829.248047, acc: 0.000000]\n",
"7191: [D loss: 5.266490, acc: 0.996094] [A loss: 11029.183594, acc: 0.000000]\n",
"7192: [D loss: 2.571752, acc: 0.998047] [A loss: 10312.484375, acc: 0.000000]\n",
"7193: [D loss: 2.101227, acc: 0.998047] [A loss: 8827.878906, acc: 0.003906]\n",
"7194: [D loss: 14.915546, acc: 0.984375] [A loss: 14868.380859, acc: 0.000000]\n",
"7195: [D loss: 0.000000, acc: 1.000000] [A loss: 12622.878906, acc: 0.000000]\n",
"7196: [D loss: 3.375697, acc: 0.998047] [A loss: 10875.443359, acc: 0.000000]\n",
"7197: [D loss: 0.422312, acc: 0.998047] [A loss: 10193.586914, acc: 0.003906]\n",
"7198: [D loss: 0.000000, acc: 1.000000] [A loss: 7961.220215, acc: 0.011719]\n",
"7199: [D loss: 13.497404, acc: 0.980469] [A loss: 15069.603516, acc: 0.000000]\n",
"7200: [D loss: 0.000000, acc: 1.000000] [A loss: 13079.273438, acc: 0.000000]\n",
"7201: [D loss: 0.000000, acc: 1.000000] [A loss: 10880.490234, acc: 0.000000]\n",
"7202: [D loss: 2.208689, acc: 0.996094] [A loss: 10548.422852, acc: 0.000000]\n",
"7203: [D loss: 19.185841, acc: 0.994141] [A loss: 11415.945312, acc: 0.000000]\n",
"7204: [D loss: 0.000000, acc: 1.000000] [A loss: 9487.031250, acc: 0.011719]\n",
"7205: [D loss: 8.040370, acc: 0.990234] [A loss: 12826.853516, acc: 0.000000]\n",
"7206: [D loss: 0.000000, acc: 1.000000] [A loss: 10364.804688, acc: 0.000000]\n",
"7207: [D loss: 2.654924, acc: 0.998047] [A loss: 10100.140625, acc: 0.000000]\n",
"7208: [D loss: 8.941334, acc: 0.996094] [A loss: 9938.726562, acc: 0.003906]\n",
"7209: [D loss: 0.944875, acc: 0.996094] [A loss: 10201.321289, acc: 0.000000]\n",
"7210: [D loss: 2.309394, acc: 0.998047] [A loss: 9765.544922, acc: 0.000000]\n",
"7211: [D loss: 17.670149, acc: 0.990234] [A loss: 13843.019531, acc: 0.000000]\n",
"7212: [D loss: 0.000000, acc: 1.000000] [A loss: 11356.965820, acc: 0.000000]\n",
"7213: [D loss: 2.608744, acc: 0.996094] [A loss: 11843.808594, acc: 0.000000]\n",
"7214: [D loss: 0.000000, acc: 1.000000] [A loss: 9800.584961, acc: 0.000000]\n",
"7215: [D loss: 4.988851, acc: 0.996094] [A loss: 10556.382812, acc: 0.000000]\n",
"7216: [D loss: 0.000000, acc: 1.000000] [A loss: 8496.187500, acc: 0.003906]\n",
"7217: [D loss: 33.702618, acc: 0.976562] [A loss: 17046.851562, acc: 0.000000]\n",
"7218: [D loss: 0.000000, acc: 1.000000] [A loss: 14401.920898, acc: 0.000000]\n",
"7219: [D loss: 0.000000, acc: 1.000000] [A loss: 12349.409180, acc: 0.000000]\n",
"7220: [D loss: 0.809027, acc: 0.998047] [A loss: 11632.057617, acc: 0.000000]\n",
"7221: [D loss: 0.000000, acc: 1.000000] [A loss: 9166.826172, acc: 0.000000]\n",
"7222: [D loss: 5.974632, acc: 0.994141] [A loss: 10928.120117, acc: 0.000000]\n",
"7223: [D loss: 11.447776, acc: 0.992188] [A loss: 13210.562500, acc: 0.000000]\n",
"7224: [D loss: 0.000000, acc: 1.000000] [A loss: 10932.228516, acc: 0.000000]\n",
"7225: [D loss: 8.718640, acc: 0.998047] [A loss: 9659.886719, acc: 0.000000]\n",
"7226: [D loss: 9.936436, acc: 0.992188] [A loss: 12500.380859, acc: 0.000000]\n",
"7227: [D loss: 0.738657, acc: 0.998047] [A loss: 11781.752930, acc: 0.000000]\n",
"7228: [D loss: 0.000000, acc: 1.000000] [A loss: 9566.314453, acc: 0.003906]\n",
"7229: [D loss: 8.993041, acc: 0.992188] [A loss: 12878.365234, acc: 0.000000]\n",
"7230: [D loss: 0.000000, acc: 1.000000] [A loss: 10451.691406, acc: 0.003906]\n",
"7231: [D loss: 2.503499, acc: 0.998047] [A loss: 10309.160156, acc: 0.000000]\n",
"7232: [D loss: 2.372920, acc: 0.994141] [A loss: 11896.901367, acc: 0.000000]\n",
"7233: [D loss: 3.448749, acc: 0.998047] [A loss: 11325.604492, acc: 0.000000]\n",
"7234: [D loss: 0.000000, acc: 1.000000] [A loss: 9191.730469, acc: 0.000000]\n",
"7235: [D loss: 1.425818, acc: 0.998047] [A loss: 8032.309570, acc: 0.007812]\n",
"7236: [D loss: 14.773651, acc: 0.988281] [A loss: 14396.621094, acc: 0.000000]\n",
"7237: [D loss: 0.000000, acc: 1.000000] [A loss: 11970.121094, acc: 0.003906]\n",
"7238: [D loss: 1.535888, acc: 0.998047] [A loss: 11596.675781, acc: 0.003906]\n",
"7239: [D loss: 0.000000, acc: 1.000000] [A loss: 9196.553711, acc: 0.000000]\n",
"7240: [D loss: 3.381608, acc: 0.998047] [A loss: 8545.091797, acc: 0.007812]\n",
"7241: [D loss: 14.437786, acc: 0.990234] [A loss: 13524.631836, acc: 0.000000]\n",
"7242: [D loss: 0.000000, acc: 1.000000] [A loss: 11186.036133, acc: 0.000000]\n",
"7243: [D loss: 3.549940, acc: 0.996094] [A loss: 11881.976562, acc: 0.000000]\n",
"7244: [D loss: 0.000000, acc: 1.000000] [A loss: 9536.246094, acc: 0.000000]\n",
"7245: [D loss: 17.860800, acc: 0.992188] [A loss: 13693.591797, acc: 0.000000]\n",
"7246: [D loss: 0.000000, acc: 1.000000] [A loss: 11603.905273, acc: 0.000000]\n",
"7247: [D loss: 0.000000, acc: 1.000000] [A loss: 9762.665039, acc: 0.003906]\n",
"7248: [D loss: 20.644140, acc: 0.986328] [A loss: 16800.375000, acc: 0.000000]\n",
"7249: [D loss: 0.000000, acc: 1.000000] [A loss: 13462.864258, acc: 0.000000]\n",
"7250: [D loss: 0.000000, acc: 1.000000] [A loss: 11421.404297, acc: 0.000000]\n",
"7251: [D loss: 0.000000, acc: 1.000000] [A loss: 9775.769531, acc: 0.003906]\n",
"7252: [D loss: 10.211119, acc: 0.992188] [A loss: 12749.927734, acc: 0.000000]\n",
"7253: [D loss: 0.000000, acc: 1.000000] [A loss: 11243.760742, acc: 0.003906]\n",
"7254: [D loss: 2.827249, acc: 0.996094] [A loss: 11323.837891, acc: 0.003906]\n",
"7255: [D loss: 0.000000, acc: 1.000000] [A loss: 9807.518555, acc: 0.003906]\n",
"7256: [D loss: 3.190895, acc: 0.998047] [A loss: 9450.702148, acc: 0.003906]\n",
"7257: [D loss: 10.084928, acc: 0.992188] [A loss: 13540.174805, acc: 0.000000]\n",
"7258: [D loss: 0.000000, acc: 1.000000] [A loss: 11348.350586, acc: 0.000000]\n",
"7259: [D loss: 0.000000, acc: 1.000000] [A loss: 9248.641602, acc: 0.011719]\n",
"7260: [D loss: 12.756725, acc: 0.992188] [A loss: 13295.237305, acc: 0.000000]\n",
"7261: [D loss: 0.000000, acc: 1.000000] [A loss: 11511.965820, acc: 0.000000]\n",
"7262: [D loss: 5.343894, acc: 0.994141] [A loss: 13614.740234, acc: 0.000000]\n",
"7263: [D loss: 3.718964, acc: 0.998047] [A loss: 13002.082031, acc: 0.000000]\n",
"7264: [D loss: 1.228425, acc: 0.998047] [A loss: 12719.652344, acc: 0.000000]\n",
"7265: [D loss: 0.000000, acc: 1.000000] [A loss: 10344.626953, acc: 0.000000]\n",
"7266: [D loss: 5.127628, acc: 0.994141] [A loss: 13875.326172, acc: 0.000000]\n",
"7267: [D loss: 0.000000, acc: 1.000000] [A loss: 11058.181641, acc: 0.000000]\n",
"7268: [D loss: 0.000000, acc: 1.000000] [A loss: 9263.394531, acc: 0.003906]\n",
"7269: [D loss: 2.801342, acc: 0.992188] [A loss: 13382.738281, acc: 0.000000]\n",
"7270: [D loss: 0.000000, acc: 1.000000] [A loss: 11813.027344, acc: 0.000000]\n",
"7271: [D loss: 5.144949, acc: 0.998047] [A loss: 11025.105469, acc: 0.000000]\n",
"7272: [D loss: 0.000000, acc: 1.000000] [A loss: 8392.856445, acc: 0.007812]\n",
"7273: [D loss: 2.832904, acc: 0.990234] [A loss: 15325.488281, acc: 0.000000]\n",
"7274: [D loss: 0.000000, acc: 1.000000] [A loss: 13178.868164, acc: 0.000000]\n",
"7275: [D loss: 3.276231, acc: 0.996094] [A loss: 14788.627930, acc: 0.000000]\n",
"7276: [D loss: 0.000000, acc: 1.000000] [A loss: 12337.800781, acc: 0.000000]\n",
"7277: [D loss: 0.000000, acc: 1.000000] [A loss: 10163.160156, acc: 0.007812]\n",
"7278: [D loss: 12.800138, acc: 0.994141] [A loss: 13399.736328, acc: 0.000000]\n",
"7279: [D loss: 0.000000, acc: 1.000000] [A loss: 10854.741211, acc: 0.000000]\n",
"7280: [D loss: 8.609388, acc: 0.998047] [A loss: 10996.938477, acc: 0.000000]\n",
"7281: [D loss: 0.000000, acc: 1.000000] [A loss: 8921.749023, acc: 0.011719]\n",
"7282: [D loss: 2.786211, acc: 0.994141] [A loss: 12330.131836, acc: 0.000000]\n",
"7283: [D loss: 0.000000, acc: 1.000000] [A loss: 10560.541016, acc: 0.003906]\n",
"7284: [D loss: 8.957524, acc: 0.992188] [A loss: 14508.505859, acc: 0.000000]\n",
"7285: [D loss: 0.000000, acc: 1.000000] [A loss: 12678.493164, acc: 0.000000]\n",
"7286: [D loss: 0.000000, acc: 1.000000] [A loss: 10662.042969, acc: 0.000000]\n",
"7287: [D loss: 2.598881, acc: 0.996094] [A loss: 12531.375977, acc: 0.000000]\n",
"7288: [D loss: 5.880119, acc: 0.998047] [A loss: 11962.718750, acc: 0.000000]\n",
"7289: [D loss: 0.000000, acc: 1.000000] [A loss: 10068.220703, acc: 0.000000]\n",
"7290: [D loss: 9.640550, acc: 0.994141] [A loss: 13787.304688, acc: 0.000000]\n",
"7291: [D loss: 0.000000, acc: 1.000000] [A loss: 11692.876953, acc: 0.000000]\n",
"7292: [D loss: 0.322904, acc: 0.998047] [A loss: 11322.761719, acc: 0.000000]\n",
"7293: [D loss: 3.481462, acc: 0.998047] [A loss: 11697.199219, acc: 0.000000]\n",
"7294: [D loss: 0.000000, acc: 1.000000] [A loss: 9757.264648, acc: 0.000000]\n",
"7295: [D loss: 2.483639, acc: 0.996094] [A loss: 12306.399414, acc: 0.000000]\n",
"7296: [D loss: 0.000000, acc: 1.000000] [A loss: 9984.088867, acc: 0.007812]\n",
"7297: [D loss: 6.691769, acc: 0.994141] [A loss: 13920.217773, acc: 0.000000]\n",
"7298: [D loss: 0.000000, acc: 1.000000] [A loss: 12066.770508, acc: 0.000000]\n",
"7299: [D loss: 2.833649, acc: 0.996094] [A loss: 13969.630859, acc: 0.000000]\n",
"7300: [D loss: 0.000000, acc: 1.000000] [A loss: 12076.126953, acc: 0.000000]\n",
"7301: [D loss: 0.000000, acc: 1.000000] [A loss: 9747.242188, acc: 0.000000]\n",
"7302: [D loss: 0.785487, acc: 0.996094] [A loss: 12595.184570, acc: 0.000000]\n",
"7303: [D loss: 0.000000, acc: 1.000000] [A loss: 10413.972656, acc: 0.003906]\n",
"7304: [D loss: 23.018246, acc: 0.984375] [A loss: 19226.189453, acc: 0.000000]\n",
"7305: [D loss: 0.000000, acc: 1.000000] [A loss: 17054.751953, acc: 0.000000]\n",
"7306: [D loss: 0.000000, acc: 1.000000] [A loss: 14581.117188, acc: 0.000000]\n",
"7307: [D loss: 0.000000, acc: 1.000000] [A loss: 12805.331055, acc: 0.000000]\n",
"7308: [D loss: 0.000000, acc: 1.000000] [A loss: 10382.314453, acc: 0.000000]\n",
"7309: [D loss: 8.775887, acc: 0.990234] [A loss: 15461.859375, acc: 0.000000]\n",
"7310: [D loss: 0.000000, acc: 1.000000] [A loss: 13632.125977, acc: 0.000000]\n",
"7311: [D loss: 0.000000, acc: 1.000000] [A loss: 11335.017578, acc: 0.000000]\n",
"7312: [D loss: 9.879514, acc: 0.994141] [A loss: 13707.872070, acc: 0.000000]\n",
"7313: [D loss: 0.000000, acc: 1.000000] [A loss: 11193.549805, acc: 0.000000]\n",
"7314: [D loss: 0.000000, acc: 1.000000] [A loss: 9399.504883, acc: 0.003906]\n",
"7315: [D loss: 8.556694, acc: 0.996094] [A loss: 10891.320312, acc: 0.000000]\n",
"7316: [D loss: 5.478995, acc: 0.998047] [A loss: 10724.083984, acc: 0.000000]\n",
"7317: [D loss: 0.192989, acc: 0.998047] [A loss: 10801.244141, acc: 0.003906]\n",
"7318: [D loss: 11.492376, acc: 0.994141] [A loss: 13898.925781, acc: 0.000000]\n",
"7319: [D loss: 1.812610, acc: 0.998047] [A loss: 13450.748047, acc: 0.000000]\n",
"7320: [D loss: 0.000000, acc: 1.000000] [A loss: 11488.357422, acc: 0.000000]\n",
"7321: [D loss: 2.571358, acc: 0.996094] [A loss: 12792.988281, acc: 0.000000]\n",
"7322: [D loss: 0.000000, acc: 1.000000] [A loss: 10921.798828, acc: 0.000000]\n",
"7323: [D loss: 0.000000, acc: 1.000000] [A loss: 9191.968750, acc: 0.003906]\n",
"7324: [D loss: 7.718446, acc: 0.992188] [A loss: 14302.122070, acc: 0.000000]\n",
"7325: [D loss: 0.000000, acc: 1.000000] [A loss: 11592.396484, acc: 0.000000]\n",
"7326: [D loss: 2.170597, acc: 0.998047] [A loss: 12015.672852, acc: 0.000000]\n",
"7327: [D loss: 0.000000, acc: 1.000000] [A loss: 9844.722656, acc: 0.011719]\n",
"7328: [D loss: 12.836673, acc: 0.988281] [A loss: 16655.562500, acc: 0.000000]\n",
"7329: [D loss: 0.000000, acc: 1.000000] [A loss: 14533.740234, acc: 0.000000]\n",
"7330: [D loss: 0.000000, acc: 1.000000] [A loss: 12365.915039, acc: 0.000000]\n",
"7331: [D loss: 0.000000, acc: 1.000000] [A loss: 10353.168945, acc: 0.000000]\n",
"7332: [D loss: 1.497517, acc: 0.996094] [A loss: 11880.427734, acc: 0.000000]\n",
"7333: [D loss: 0.839642, acc: 0.998047] [A loss: 11268.298828, acc: 0.000000]\n",
"7334: [D loss: 4.172626, acc: 0.996094] [A loss: 13058.140625, acc: 0.000000]\n",
"7335: [D loss: 0.000000, acc: 1.000000] [A loss: 10749.017578, acc: 0.000000]\n",
"7336: [D loss: 6.404674, acc: 0.996094] [A loss: 12993.123047, acc: 0.000000]\n",
"7337: [D loss: 0.000000, acc: 1.000000] [A loss: 10604.254883, acc: 0.000000]\n",
"7338: [D loss: 1.468096, acc: 0.996094] [A loss: 12501.067383, acc: 0.000000]\n",
"7339: [D loss: 1.607807, acc: 0.998047] [A loss: 12790.212891, acc: 0.000000]\n",
"7340: [D loss: 0.000000, acc: 1.000000] [A loss: 10362.350586, acc: 0.000000]\n",
"7341: [D loss: 2.875223, acc: 0.998047] [A loss: 11074.222656, acc: 0.000000]\n",
"7342: [D loss: 3.419432, acc: 0.996094] [A loss: 12864.818359, acc: 0.000000]\n",
"7343: [D loss: 0.000000, acc: 1.000000] [A loss: 11184.543945, acc: 0.000000]\n",
"7344: [D loss: 3.024977, acc: 0.994141] [A loss: 15221.634766, acc: 0.000000]\n",
"7345: [D loss: 0.000000, acc: 1.000000] [A loss: 12944.986328, acc: 0.000000]\n",
"7346: [D loss: 0.000000, acc: 1.000000] [A loss: 10898.815430, acc: 0.007812]\n",
"7347: [D loss: 4.400053, acc: 0.994141] [A loss: 15222.181641, acc: 0.000000]\n",
"7348: [D loss: 0.000000, acc: 1.000000] [A loss: 12934.783203, acc: 0.000000]\n",
"7349: [D loss: 0.000000, acc: 1.000000] [A loss: 10840.373047, acc: 0.003906]\n",
"7350: [D loss: 0.510370, acc: 0.998047] [A loss: 11385.835938, acc: 0.000000]\n",
"7351: [D loss: 0.708198, acc: 0.998047] [A loss: 11992.812500, acc: 0.000000]\n",
"7352: [D loss: 1.539854, acc: 0.996094] [A loss: 14369.770508, acc: 0.000000]\n",
"7353: [D loss: 0.000000, acc: 1.000000] [A loss: 12407.928711, acc: 0.000000]\n",
"7354: [D loss: 0.000000, acc: 1.000000] [A loss: 10365.364258, acc: 0.000000]\n",
"7355: [D loss: 7.310658, acc: 0.996094] [A loss: 13417.132812, acc: 0.000000]\n",
"7356: [D loss: 0.000000, acc: 1.000000] [A loss: 10687.419922, acc: 0.000000]\n",
"7357: [D loss: 1.124214, acc: 0.998047] [A loss: 11098.293945, acc: 0.000000]\n",
"7358: [D loss: 0.000000, acc: 1.000000] [A loss: 9321.037109, acc: 0.003906]\n",
"7359: [D loss: 13.472492, acc: 0.988281] [A loss: 17406.587891, acc: 0.000000]\n",
"7360: [D loss: 0.000000, acc: 1.000000] [A loss: 15488.681641, acc: 0.000000]\n",
"7361: [D loss: 0.000000, acc: 1.000000] [A loss: 12865.422852, acc: 0.000000]\n",
"7362: [D loss: 2.191870, acc: 0.998047] [A loss: 13156.621094, acc: 0.000000]\n",
"7363: [D loss: 0.000000, acc: 1.000000] [A loss: 10832.601562, acc: 0.000000]\n",
"7364: [D loss: 0.000000, acc: 1.000000] [A loss: 9166.296875, acc: 0.000000]\n",
"7365: [D loss: 7.874222, acc: 0.986328] [A loss: 16706.664062, acc: 0.000000]\n",
"7366: [D loss: 0.000000, acc: 1.000000] [A loss: 14218.313477, acc: 0.000000]\n",
"7367: [D loss: 0.000000, acc: 1.000000] [A loss: 12321.067383, acc: 0.000000]\n",
"7368: [D loss: 2.658981, acc: 0.998047] [A loss: 11999.355469, acc: 0.000000]\n",
"7369: [D loss: 8.527674, acc: 0.996094] [A loss: 13500.267578, acc: 0.000000]\n",
"7370: [D loss: 0.000000, acc: 1.000000] [A loss: 11533.772461, acc: 0.000000]\n",
"7371: [D loss: 0.000000, acc: 1.000000] [A loss: 9702.369141, acc: 0.000000]\n",
"7372: [D loss: 13.658466, acc: 0.988281] [A loss: 15982.622070, acc: 0.000000]\n",
"7373: [D loss: 0.000000, acc: 1.000000] [A loss: 13875.775391, acc: 0.000000]\n",
"7374: [D loss: 0.000000, acc: 1.000000] [A loss: 11438.793945, acc: 0.000000]\n",
"7375: [D loss: 4.801764, acc: 0.998047] [A loss: 11060.933594, acc: 0.000000]\n",
"7376: [D loss: 0.235074, acc: 0.998047] [A loss: 10528.782227, acc: 0.000000]\n",
"7377: [D loss: 0.366589, acc: 0.998047] [A loss: 10460.843750, acc: 0.000000]\n",
"7378: [D loss: 4.105715, acc: 0.996094] [A loss: 12400.269531, acc: 0.000000]\n",
"7379: [D loss: 0.000000, acc: 1.000000] [A loss: 10211.220703, acc: 0.003906]\n",
"7380: [D loss: 0.645184, acc: 0.996094] [A loss: 11605.858398, acc: 0.000000]\n",
"7381: [D loss: 0.000000, acc: 1.000000] [A loss: 9733.432617, acc: 0.000000]\n",
"7382: [D loss: 7.557498, acc: 0.996094] [A loss: 11436.523438, acc: 0.000000]\n",
"7383: [D loss: 0.000000, acc: 1.000000] [A loss: 9162.079102, acc: 0.003906]\n",
"7384: [D loss: 16.845821, acc: 0.984375] [A loss: 17309.654297, acc: 0.000000]\n",
"7385: [D loss: 0.000000, acc: 1.000000] [A loss: 15297.267578, acc: 0.000000]\n",
"7386: [D loss: 0.000000, acc: 1.000000] [A loss: 13378.410156, acc: 0.000000]\n",
"7387: [D loss: 0.000000, acc: 1.000000] [A loss: 11248.832031, acc: 0.000000]\n",
"7388: [D loss: 2.640296, acc: 0.996094] [A loss: 11700.702148, acc: 0.000000]\n",
"7389: [D loss: 0.000000, acc: 1.000000] [A loss: 9977.597656, acc: 0.000000]\n",
"7390: [D loss: 7.923577, acc: 0.994141] [A loss: 12402.216797, acc: 0.000000]\n",
"7391: [D loss: 0.000000, acc: 1.000000] [A loss: 10352.874023, acc: 0.007812]\n",
"7392: [D loss: 8.470731, acc: 0.998047] [A loss: 9928.304688, acc: 0.003906]\n",
"7393: [D loss: 8.080866, acc: 0.992188] [A loss: 14102.161133, acc: 0.000000]\n",
"7394: [D loss: 0.000000, acc: 1.000000] [A loss: 12280.086914, acc: 0.000000]\n",
"7395: [D loss: 0.000000, acc: 1.000000] [A loss: 9864.090820, acc: 0.003906]\n",
"7396: [D loss: 7.289028, acc: 0.992188] [A loss: 14062.708984, acc: 0.000000]\n",
"7397: [D loss: 0.000000, acc: 1.000000] [A loss: 11647.810547, acc: 0.000000]\n",
"7398: [D loss: 0.000000, acc: 1.000000] [A loss: 9587.803711, acc: 0.011719]\n",
"7399: [D loss: 2.579273, acc: 0.996094] [A loss: 11390.858398, acc: 0.000000]\n",
"7400: [D loss: 0.000000, acc: 1.000000] [A loss: 9423.643555, acc: 0.003906]\n",
"7401: [D loss: 15.242779, acc: 0.986328] [A loss: 16379.605469, acc: 0.000000]\n",
"7402: [D loss: 0.000000, acc: 1.000000] [A loss: 14251.348633, acc: 0.000000]\n",
"7403: [D loss: 0.000000, acc: 1.000000] [A loss: 11549.933594, acc: 0.000000]\n",
"7404: [D loss: 0.797294, acc: 0.998047] [A loss: 11735.698242, acc: 0.000000]\n",
"7405: [D loss: 5.597418, acc: 0.996094] [A loss: 12897.110352, acc: 0.000000]\n",
"7406: [D loss: 0.044787, acc: 0.998047] [A loss: 12232.962891, acc: 0.000000]\n",
"7407: [D loss: 0.952944, acc: 0.996094] [A loss: 13818.141602, acc: 0.000000]\n",
"7408: [D loss: 2.707959, acc: 0.998047] [A loss: 13252.746094, acc: 0.000000]\n",
"7409: [D loss: 0.000000, acc: 1.000000] [A loss: 11204.372070, acc: 0.000000]\n",
"7410: [D loss: 4.229636, acc: 0.998047] [A loss: 10826.008789, acc: 0.000000]\n",
"7411: [D loss: 10.224694, acc: 0.994141] [A loss: 13856.962891, acc: 0.000000]\n",
"7412: [D loss: 0.000000, acc: 1.000000] [A loss: 11654.669922, acc: 0.000000]\n",
"7413: [D loss: 3.768533, acc: 0.996094] [A loss: 12901.990234, acc: 0.000000]\n",
"7414: [D loss: 0.000000, acc: 1.000000] [A loss: 11275.805664, acc: 0.003906]\n",
"7415: [D loss: 4.253745, acc: 0.998047] [A loss: 11241.961914, acc: 0.000000]\n",
"7416: [D loss: 2.786649, acc: 0.998047] [A loss: 10925.766602, acc: 0.000000]\n",
"7417: [D loss: 4.942886, acc: 0.998047] [A loss: 11022.303711, acc: 0.000000]\n",
"7418: [D loss: 6.919654, acc: 0.996094] [A loss: 13027.977539, acc: 0.000000]\n",
"7419: [D loss: 0.000000, acc: 1.000000] [A loss: 10314.376953, acc: 0.000000]\n",
"7420: [D loss: 4.180511, acc: 0.996094] [A loss: 13026.473633, acc: 0.003906]\n",
"7421: [D loss: 0.000000, acc: 1.000000] [A loss: 10743.431641, acc: 0.000000]\n",
"7422: [D loss: 11.513130, acc: 0.994141] [A loss: 14174.058594, acc: 0.000000]\n",
"7423: [D loss: 0.000000, acc: 1.000000] [A loss: 12370.154297, acc: 0.000000]\n",
"7424: [D loss: 0.000000, acc: 1.000000] [A loss: 10564.853516, acc: 0.003906]\n",
"7425: [D loss: 0.474013, acc: 0.998047] [A loss: 11005.376953, acc: 0.000000]\n",
"7426: [D loss: 0.459095, acc: 0.998047] [A loss: 11660.166016, acc: 0.000000]\n",
"7427: [D loss: 0.706640, acc: 0.998047] [A loss: 12001.131836, acc: 0.000000]\n",
"7428: [D loss: 0.758728, acc: 0.998047] [A loss: 12707.555664, acc: 0.000000]\n",
"7429: [D loss: 1.555133, acc: 0.998047] [A loss: 12793.365234, acc: 0.000000]\n",
"7430: [D loss: 0.000000, acc: 1.000000] [A loss: 10885.396484, acc: 0.000000]\n",
"7431: [D loss: 2.223747, acc: 0.994141] [A loss: 15722.371094, acc: 0.000000]\n",
"7432: [D loss: 0.000000, acc: 1.000000] [A loss: 13156.206055, acc: 0.000000]\n",
"7433: [D loss: 0.000000, acc: 1.000000] [A loss: 11513.876953, acc: 0.000000]\n",
"7434: [D loss: 0.000000, acc: 1.000000] [A loss: 9071.428711, acc: 0.015625]\n",
"7435: [D loss: 6.778090, acc: 0.992188] [A loss: 15983.821289, acc: 0.000000]\n",
"7436: [D loss: 0.000000, acc: 1.000000] [A loss: 13664.662109, acc: 0.000000]\n",
"7437: [D loss: 0.000000, acc: 1.000000] [A loss: 11436.627930, acc: 0.000000]\n",
"7438: [D loss: 10.498821, acc: 0.990234] [A loss: 18272.914062, acc: 0.000000]\n",
"7439: [D loss: 0.000000, acc: 1.000000] [A loss: 15489.224609, acc: 0.000000]\n",
"7440: [D loss: 0.000000, acc: 1.000000] [A loss: 13342.421875, acc: 0.000000]\n",
"7441: [D loss: 0.000000, acc: 1.000000] [A loss: 11467.805664, acc: 0.000000]\n",
"7442: [D loss: 5.973756, acc: 0.996094] [A loss: 13418.111328, acc: 0.000000]\n",
"7443: [D loss: 0.396997, acc: 0.998047] [A loss: 13246.629883, acc: 0.000000]\n",
"7444: [D loss: 2.283811, acc: 0.996094] [A loss: 14735.518555, acc: 0.000000]\n",
"7445: [D loss: 0.000000, acc: 1.000000] [A loss: 13041.035156, acc: 0.003906]\n",
"7446: [D loss: 0.000000, acc: 1.000000] [A loss: 10621.457031, acc: 0.003906]\n",
"7447: [D loss: 0.000000, acc: 1.000000] [A loss: 9174.988281, acc: 0.011719]\n",
"7448: [D loss: 9.570435, acc: 0.988281] [A loss: 16724.316406, acc: 0.000000]\n",
"7449: [D loss: 0.000000, acc: 1.000000] [A loss: 14339.996094, acc: 0.000000]\n",
"7450: [D loss: 0.000000, acc: 1.000000] [A loss: 12186.535156, acc: 0.000000]\n",
"7451: [D loss: 0.000000, acc: 1.000000] [A loss: 10107.059570, acc: 0.003906]\n",
"7452: [D loss: 6.096063, acc: 0.996094] [A loss: 11556.479492, acc: 0.000000]\n",
"7453: [D loss: 0.646359, acc: 0.998047] [A loss: 11798.701172, acc: 0.000000]\n",
"7454: [D loss: 0.000000, acc: 1.000000] [A loss: 9773.398438, acc: 0.000000]\n",
"7455: [D loss: 26.811466, acc: 0.984375] [A loss: 17844.093750, acc: 0.000000]\n",
"7456: [D loss: 0.000000, acc: 1.000000] [A loss: 15747.559570, acc: 0.000000]\n",
"7457: [D loss: 0.000000, acc: 1.000000] [A loss: 13138.017578, acc: 0.000000]\n",
"7458: [D loss: 0.000000, acc: 1.000000] [A loss: 11638.555664, acc: 0.000000]\n",
"7459: [D loss: 0.757015, acc: 0.996094] [A loss: 12453.496094, acc: 0.000000]\n",
"7460: [D loss: 0.000000, acc: 1.000000] [A loss: 9953.692383, acc: 0.000000]\n",
"7461: [D loss: 5.374468, acc: 0.994141] [A loss: 12800.788086, acc: 0.000000]\n",
"7462: [D loss: 3.700263, acc: 0.998047] [A loss: 12367.327148, acc: 0.000000]\n",
"7463: [D loss: 0.223782, acc: 0.998047] [A loss: 12163.754883, acc: 0.000000]\n",
"7464: [D loss: 1.530275, acc: 0.996094] [A loss: 12917.511719, acc: 0.000000]\n",
"7465: [D loss: 5.800046, acc: 0.998047] [A loss: 12922.861328, acc: 0.000000]\n",
"7466: [D loss: 0.000000, acc: 1.000000] [A loss: 10501.105469, acc: 0.000000]\n",
"7467: [D loss: 11.197865, acc: 0.990234] [A loss: 15722.095703, acc: 0.000000]\n",
"7468: [D loss: 0.000000, acc: 1.000000] [A loss: 13673.378906, acc: 0.000000]\n",
"7469: [D loss: 0.000000, acc: 1.000000] [A loss: 11696.616211, acc: 0.000000]\n",
"7470: [D loss: 0.652078, acc: 0.998047] [A loss: 11623.412109, acc: 0.000000]\n",
"7471: [D loss: 2.131936, acc: 0.998047] [A loss: 11655.707031, acc: 0.000000]\n",
"7472: [D loss: 0.644896, acc: 0.998047] [A loss: 11741.880859, acc: 0.000000]\n",
"7473: [D loss: 0.000000, acc: 1.000000] [A loss: 9105.582031, acc: 0.007812]\n",
"7474: [D loss: 20.975262, acc: 0.986328] [A loss: 16925.019531, acc: 0.000000]\n",
"7475: [D loss: 0.000000, acc: 1.000000] [A loss: 15088.356445, acc: 0.000000]\n",
"7476: [D loss: 0.000000, acc: 1.000000] [A loss: 12478.033203, acc: 0.000000]\n",
"7477: [D loss: 0.000000, acc: 1.000000] [A loss: 10989.247070, acc: 0.003906]\n",
"7478: [D loss: 0.000000, acc: 1.000000] [A loss: 8647.263672, acc: 0.000000]\n",
"7479: [D loss: 23.787989, acc: 0.986328] [A loss: 14632.024414, acc: 0.000000]\n",
"7480: [D loss: 0.000000, acc: 1.000000] [A loss: 13003.127930, acc: 0.000000]\n",
"7481: [D loss: 0.000000, acc: 1.000000] [A loss: 11493.666992, acc: 0.000000]\n",
"7482: [D loss: 0.000000, acc: 1.000000] [A loss: 8650.814453, acc: 0.011719]\n",
"7483: [D loss: 5.254768, acc: 0.990234] [A loss: 13772.008789, acc: 0.000000]\n",
"7484: [D loss: 0.000000, acc: 1.000000] [A loss: 11505.693359, acc: 0.000000]\n",
"7485: [D loss: 0.000000, acc: 1.000000] [A loss: 9582.943359, acc: 0.011719]\n",
"7486: [D loss: 6.031538, acc: 0.990234] [A loss: 14052.003906, acc: 0.000000]\n",
"7487: [D loss: 0.000000, acc: 1.000000] [A loss: 11766.468750, acc: 0.000000]\n",
"7488: [D loss: 5.407355, acc: 0.998047] [A loss: 11276.867188, acc: 0.000000]\n",
"7489: [D loss: 12.481030, acc: 0.996094] [A loss: 12376.958984, acc: 0.003906]\n",
"7490: [D loss: 1.664398, acc: 0.998047] [A loss: 11277.658203, acc: 0.003906]\n",
"7491: [D loss: 1.322995, acc: 0.998047] [A loss: 11112.821289, acc: 0.000000]\n",
"7492: [D loss: 9.783295, acc: 0.992188] [A loss: 14615.126953, acc: 0.000000]\n",
"7493: [D loss: 12.148879, acc: 0.996094] [A loss: 15515.632812, acc: 0.000000]\n",
"7494: [D loss: 0.000000, acc: 1.000000] [A loss: 13350.377930, acc: 0.000000]\n",
"7495: [D loss: 0.000000, acc: 1.000000] [A loss: 11378.569336, acc: 0.003906]\n",
"7496: [D loss: 6.203956, acc: 0.996094] [A loss: 12400.967773, acc: 0.000000]\n",
"7497: [D loss: 2.309252, acc: 0.998047] [A loss: 12478.588867, acc: 0.003906]\n",
"7498: [D loss: 0.000000, acc: 1.000000] [A loss: 9878.978516, acc: 0.000000]\n",
"7499: [D loss: 1.177349, acc: 0.998047] [A loss: 9566.339844, acc: 0.011719]\n",
"7500: [D loss: 9.199305, acc: 0.990234] [A loss: 15568.215820, acc: 0.000000]\n",
"7501: [D loss: 0.000000, acc: 1.000000] [A loss: 13367.710938, acc: 0.000000]\n",
"7502: [D loss: 0.000000, acc: 1.000000] [A loss: 10954.628906, acc: 0.007812]\n",
"7503: [D loss: 0.000000, acc: 1.000000] [A loss: 9237.697266, acc: 0.003906]\n",
"7504: [D loss: 15.858665, acc: 0.986328] [A loss: 16284.798828, acc: 0.000000]\n",
"7505: [D loss: 0.000000, acc: 1.000000] [A loss: 14020.018555, acc: 0.000000]\n",
"7506: [D loss: 0.000000, acc: 1.000000] [A loss: 11761.280273, acc: 0.003906]\n",
"7507: [D loss: 3.252872, acc: 0.994141] [A loss: 14055.074219, acc: 0.000000]\n",
"7508: [D loss: 0.000000, acc: 1.000000] [A loss: 12396.461914, acc: 0.000000]\n",
"7509: [D loss: 0.000000, acc: 1.000000] [A loss: 10259.779297, acc: 0.000000]\n",
"7510: [D loss: 1.468163, acc: 0.998047] [A loss: 10158.695312, acc: 0.000000]\n",
"7511: [D loss: 2.623735, acc: 0.996094] [A loss: 11149.977539, acc: 0.003906]\n",
"7512: [D loss: 0.000000, acc: 1.000000] [A loss: 8905.258789, acc: 0.003906]\n",
"7513: [D loss: 26.023172, acc: 0.986328] [A loss: 15905.203125, acc: 0.000000]\n",
"7514: [D loss: 0.000000, acc: 1.000000] [A loss: 13603.927734, acc: 0.000000]\n",
"7515: [D loss: 0.000000, acc: 1.000000] [A loss: 11494.391602, acc: 0.000000]\n",
"7516: [D loss: 4.792096, acc: 0.998047] [A loss: 11166.474609, acc: 0.003906]\n",
"7517: [D loss: 0.000000, acc: 1.000000] [A loss: 9483.653320, acc: 0.007812]\n",
"7518: [D loss: 12.644452, acc: 0.994141] [A loss: 11176.709961, acc: 0.000000]\n",
"7519: [D loss: 0.000000, acc: 1.000000] [A loss: 9618.547852, acc: 0.000000]\n",
"7520: [D loss: 11.024634, acc: 0.990234] [A loss: 14364.057617, acc: 0.000000]\n",
"7521: [D loss: 0.000000, acc: 1.000000] [A loss: 11682.849609, acc: 0.003906]\n",
"7522: [D loss: 0.000000, acc: 1.000000] [A loss: 10067.996094, acc: 0.007812]\n",
"7523: [D loss: 6.690904, acc: 0.992188] [A loss: 13804.393555, acc: 0.000000]\n",
"7524: [D loss: 0.268337, acc: 0.998047] [A loss: 13167.939453, acc: 0.000000]\n",
"7525: [D loss: 0.000000, acc: 1.000000] [A loss: 11265.328125, acc: 0.000000]\n",
"7526: [D loss: 6.290270, acc: 0.996094] [A loss: 12474.222656, acc: 0.000000]\n",
"7527: [D loss: 0.000000, acc: 1.000000] [A loss: 10067.459961, acc: 0.000000]\n",
"7528: [D loss: 6.458858, acc: 0.992188] [A loss: 14260.804688, acc: 0.000000]\n",
"7529: [D loss: 0.000000, acc: 1.000000] [A loss: 12211.258789, acc: 0.000000]\n",
"7530: [D loss: 1.237817, acc: 0.998047] [A loss: 11284.086914, acc: 0.000000]\n",
"7531: [D loss: 10.203656, acc: 0.996094] [A loss: 12946.538086, acc: 0.003906]\n",
"7532: [D loss: 0.000000, acc: 1.000000] [A loss: 10738.202148, acc: 0.007812]\n",
"7533: [D loss: 9.371296, acc: 0.992188] [A loss: 15199.473633, acc: 0.000000]\n",
"7534: [D loss: 0.000000, acc: 1.000000] [A loss: 12828.342773, acc: 0.000000]\n",
"7535: [D loss: 0.000000, acc: 1.000000] [A loss: 10753.811523, acc: 0.000000]\n",
"7536: [D loss: 0.835367, acc: 0.998047] [A loss: 10577.678711, acc: 0.003906]\n",
"7537: [D loss: 0.000000, acc: 1.000000] [A loss: 8491.347656, acc: 0.015625]\n",
"7538: [D loss: 9.842637, acc: 0.986328] [A loss: 15914.884766, acc: 0.000000]\n",
"7539: [D loss: 0.000000, acc: 1.000000] [A loss: 13429.082031, acc: 0.000000]\n",
"7540: [D loss: 0.000000, acc: 1.000000] [A loss: 11822.671875, acc: 0.000000]\n",
"7541: [D loss: 0.000000, acc: 1.000000] [A loss: 9835.208984, acc: 0.000000]\n",
"7542: [D loss: 8.082964, acc: 0.990234] [A loss: 13954.370117, acc: 0.000000]\n",
"7543: [D loss: 0.000000, acc: 1.000000] [A loss: 12340.978516, acc: 0.000000]\n",
"7544: [D loss: 1.424436, acc: 0.998047] [A loss: 11200.227539, acc: 0.000000]\n",
"7545: [D loss: 7.419613, acc: 0.996094] [A loss: 12845.901367, acc: 0.000000]\n",
"7546: [D loss: 1.343331, acc: 0.998047] [A loss: 11785.078125, acc: 0.000000]\n",
"7547: [D loss: 10.896159, acc: 0.996094] [A loss: 12946.318359, acc: 0.000000]\n",
"7548: [D loss: 0.000000, acc: 1.000000] [A loss: 11275.431641, acc: 0.000000]\n",
"7549: [D loss: 1.723050, acc: 0.994141] [A loss: 13992.666016, acc: 0.000000]\n",
"7550: [D loss: 0.000000, acc: 1.000000] [A loss: 11745.687500, acc: 0.000000]\n",
"7551: [D loss: 0.000000, acc: 1.000000] [A loss: 9557.906250, acc: 0.000000]\n",
"7552: [D loss: 5.108179, acc: 0.992188] [A loss: 13786.456055, acc: 0.000000]\n",
"7553: [D loss: 0.000000, acc: 1.000000] [A loss: 11534.848633, acc: 0.000000]\n",
"7554: [D loss: 1.136916, acc: 0.996094] [A loss: 12834.666016, acc: 0.000000]\n",
"7555: [D loss: 0.000000, acc: 1.000000] [A loss: 10908.543945, acc: 0.000000]\n",
"7556: [D loss: 6.269173, acc: 0.998047] [A loss: 10692.458984, acc: 0.003906]\n",
"7557: [D loss: 0.000000, acc: 1.000000] [A loss: 8939.054688, acc: 0.007812]\n",
"7558: [D loss: 28.052542, acc: 0.984375] [A loss: 16228.120117, acc: 0.000000]\n",
"7559: [D loss: 0.000000, acc: 1.000000] [A loss: 14496.679688, acc: 0.000000]\n",
"7560: [D loss: 0.000000, acc: 1.000000] [A loss: 12696.280273, acc: 0.000000]\n",
"7561: [D loss: 0.357221, acc: 0.998047] [A loss: 12043.095703, acc: 0.000000]\n",
"7562: [D loss: 1.976112, acc: 0.998047] [A loss: 11714.120117, acc: 0.003906]\n",
"7563: [D loss: 1.214565, acc: 0.998047] [A loss: 11079.679688, acc: 0.000000]\n",
"7564: [D loss: 0.000000, acc: 1.000000] [A loss: 9327.281250, acc: 0.000000]\n",
"7565: [D loss: 5.716056, acc: 0.992188] [A loss: 13240.692383, acc: 0.000000]\n",
"7566: [D loss: 0.000000, acc: 1.000000] [A loss: 11148.364258, acc: 0.000000]\n",
"7567: [D loss: 3.486150, acc: 0.998047] [A loss: 10691.263672, acc: 0.000000]\n",
"7568: [D loss: 3.065958, acc: 0.996094] [A loss: 11397.572266, acc: 0.000000]\n",
"7569: [D loss: 0.000000, acc: 1.000000] [A loss: 8967.344727, acc: 0.003906]\n",
"7570: [D loss: 4.820112, acc: 0.994141] [A loss: 12582.694336, acc: 0.000000]\n",
"7571: [D loss: 0.434737, acc: 0.998047] [A loss: 12287.180664, acc: 0.000000]\n",
"7572: [D loss: 0.116450, acc: 0.998047] [A loss: 11908.892578, acc: 0.000000]\n",
"7573: [D loss: 4.917360, acc: 0.998047] [A loss: 11594.982422, acc: 0.000000]\n",
"7574: [D loss: 3.167838, acc: 0.996094] [A loss: 12840.345703, acc: 0.000000]\n",
"7575: [D loss: 0.000000, acc: 1.000000] [A loss: 11221.407227, acc: 0.000000]\n",
"7576: [D loss: 2.407411, acc: 0.998047] [A loss: 11012.808594, acc: 0.003906]\n",
"7577: [D loss: 6.070597, acc: 0.996094] [A loss: 12776.316406, acc: 0.000000]\n",
"7578: [D loss: 3.162288, acc: 0.996094] [A loss: 14414.894531, acc: 0.000000]\n",
"7579: [D loss: 0.000000, acc: 1.000000] [A loss: 12279.171875, acc: 0.000000]\n",
"7580: [D loss: 6.997672, acc: 0.996094] [A loss: 14247.964844, acc: 0.000000]\n",
"7581: [D loss: 0.000000, acc: 1.000000] [A loss: 12078.146484, acc: 0.000000]\n",
"7582: [D loss: 0.000000, acc: 1.000000] [A loss: 10395.280273, acc: 0.000000]\n",
"7583: [D loss: 2.302068, acc: 0.996094] [A loss: 12240.615234, acc: 0.000000]\n",
"7584: [D loss: 7.241193, acc: 0.996094] [A loss: 14362.777344, acc: 0.000000]\n",
"7585: [D loss: 0.000000, acc: 1.000000] [A loss: 12308.078125, acc: 0.000000]\n",
"7586: [D loss: 0.000000, acc: 1.000000] [A loss: 10402.579102, acc: 0.000000]\n",
"7587: [D loss: 1.101019, acc: 0.998047] [A loss: 10970.350586, acc: 0.000000]\n",
"7588: [D loss: 6.527226, acc: 0.994141] [A loss: 14613.555664, acc: 0.000000]\n",
"7589: [D loss: 0.000000, acc: 1.000000] [A loss: 12689.810547, acc: 0.000000]\n",
"7590: [D loss: 0.000000, acc: 1.000000] [A loss: 10859.945312, acc: 0.000000]\n",
"7591: [D loss: 0.274311, acc: 0.996094] [A loss: 13504.257812, acc: 0.000000]\n",
"7592: [D loss: 0.000000, acc: 1.000000] [A loss: 11156.845703, acc: 0.000000]\n",
"7593: [D loss: 4.974985, acc: 0.998047] [A loss: 11821.343750, acc: 0.000000]\n",
"7594: [D loss: 3.390414, acc: 0.996094] [A loss: 13992.593750, acc: 0.000000]\n",
"7595: [D loss: 0.000000, acc: 1.000000] [A loss: 11733.950195, acc: 0.000000]\n",
"7596: [D loss: 0.000000, acc: 1.000000] [A loss: 9678.694336, acc: 0.003906]\n",
"7597: [D loss: 3.992563, acc: 0.996094] [A loss: 12725.312500, acc: 0.000000]\n",
"7598: [D loss: 0.000000, acc: 1.000000] [A loss: 10856.927734, acc: 0.000000]\n",
"7599: [D loss: 3.374775, acc: 0.996094] [A loss: 13292.246094, acc: 0.000000]\n",
"7600: [D loss: 0.000000, acc: 1.000000] [A loss: 10540.247070, acc: 0.000000]\n",
"7601: [D loss: 0.771646, acc: 0.998047] [A loss: 12438.947266, acc: 0.000000]\n",
"7602: [D loss: 1.405031, acc: 0.998047] [A loss: 12552.916016, acc: 0.000000]\n",
"7603: [D loss: 0.000000, acc: 1.000000] [A loss: 10678.778320, acc: 0.000000]\n",
"7604: [D loss: 4.806561, acc: 0.996094] [A loss: 13429.625977, acc: 0.000000]\n",
"7605: [D loss: 0.000000, acc: 1.000000] [A loss: 11180.145508, acc: 0.000000]\n",
"7606: [D loss: 5.488031, acc: 0.996094] [A loss: 14421.606445, acc: 0.000000]\n",
"7607: [D loss: 0.000000, acc: 1.000000] [A loss: 12627.001953, acc: 0.000000]\n",
"7608: [D loss: 0.000000, acc: 1.000000] [A loss: 10472.259766, acc: 0.000000]\n",
"7609: [D loss: 5.228399, acc: 0.992188] [A loss: 16467.216797, acc: 0.000000]\n",
"7610: [D loss: 0.000000, acc: 1.000000] [A loss: 14390.155273, acc: 0.000000]\n",
"7611: [D loss: 0.000000, acc: 1.000000] [A loss: 12482.795898, acc: 0.000000]\n",
"7612: [D loss: 0.000000, acc: 1.000000] [A loss: 10412.695312, acc: 0.003906]\n",
"7613: [D loss: 0.103966, acc: 0.998047] [A loss: 11213.398438, acc: 0.000000]\n",
"7614: [D loss: 0.778260, acc: 0.998047] [A loss: 11400.113281, acc: 0.003906]\n",
"7615: [D loss: 0.467615, acc: 0.998047] [A loss: 11915.106445, acc: 0.000000]\n",
"7616: [D loss: 0.000000, acc: 1.000000] [A loss: 9804.458984, acc: 0.000000]\n",
"7617: [D loss: 0.000000, acc: 1.000000] [A loss: 8545.563477, acc: 0.000000]\n",
"7618: [D loss: 15.129201, acc: 0.986328] [A loss: 16476.761719, acc: 0.000000]\n",
"7619: [D loss: 0.000000, acc: 1.000000] [A loss: 13841.231445, acc: 0.000000]\n",
"7620: [D loss: 0.000000, acc: 1.000000] [A loss: 12536.373047, acc: 0.000000]\n",
"7621: [D loss: 0.000000, acc: 1.000000] [A loss: 10337.818359, acc: 0.003906]\n",
"7622: [D loss: 10.421890, acc: 0.996094] [A loss: 11444.019531, acc: 0.000000]\n",
"7623: [D loss: 1.998031, acc: 0.998047] [A loss: 11374.456055, acc: 0.000000]\n",
"7624: [D loss: 3.386120, acc: 0.998047] [A loss: 11498.145508, acc: 0.000000]\n",
"7625: [D loss: 5.082154, acc: 0.998047] [A loss: 10735.669922, acc: 0.000000]\n",
"7626: [D loss: 0.000000, acc: 1.000000] [A loss: 9482.118164, acc: 0.003906]\n",
"7627: [D loss: 5.964683, acc: 0.994141] [A loss: 12731.490234, acc: 0.000000]\n",
"7628: [D loss: 0.000000, acc: 1.000000] [A loss: 10414.945312, acc: 0.003906]\n",
"7629: [D loss: 2.698155, acc: 0.998047] [A loss: 10855.647461, acc: 0.000000]\n",
"7630: [D loss: 2.482162, acc: 0.996094] [A loss: 12508.258789, acc: 0.000000]\n",
"7631: [D loss: 0.000000, acc: 1.000000] [A loss: 10540.407227, acc: 0.000000]\n",
"7632: [D loss: 2.839623, acc: 0.998047] [A loss: 11471.792969, acc: 0.000000]\n",
"7633: [D loss: 0.094605, acc: 0.998047] [A loss: 11270.856445, acc: 0.000000]\n",
"7634: [D loss: 0.214576, acc: 0.998047] [A loss: 11004.535156, acc: 0.000000]\n",
"7635: [D loss: 0.000000, acc: 1.000000] [A loss: 9592.853516, acc: 0.000000]\n",
"7636: [D loss: 11.748668, acc: 0.996094] [A loss: 12270.857422, acc: 0.000000]\n",
"7637: [D loss: 3.031279, acc: 0.998047] [A loss: 11753.822266, acc: 0.000000]\n",
"7638: [D loss: 0.000000, acc: 1.000000] [A loss: 10535.607422, acc: 0.000000]\n",
"7639: [D loss: 3.275840, acc: 0.996094] [A loss: 12547.483398, acc: 0.000000]\n",
"7640: [D loss: 0.000000, acc: 1.000000] [A loss: 10677.236328, acc: 0.000000]\n",
"7641: [D loss: 0.000000, acc: 1.000000] [A loss: 8496.673828, acc: 0.007812]\n",
"7642: [D loss: 15.413570, acc: 0.990234] [A loss: 14570.982422, acc: 0.000000]\n",
"7643: [D loss: 0.000000, acc: 1.000000] [A loss: 13032.308594, acc: 0.000000]\n",
"7644: [D loss: 0.000000, acc: 1.000000] [A loss: 11033.145508, acc: 0.000000]\n",
"7645: [D loss: 0.000000, acc: 1.000000] [A loss: 9710.445312, acc: 0.000000]\n",
"7646: [D loss: 0.284497, acc: 0.998047] [A loss: 9404.992188, acc: 0.000000]\n",
"7647: [D loss: 0.853789, acc: 0.996094] [A loss: 11971.259766, acc: 0.000000]\n",
"7648: [D loss: 2.322170, acc: 0.996094] [A loss: 13103.034180, acc: 0.000000]\n",
"7649: [D loss: 0.000000, acc: 1.000000] [A loss: 11732.472656, acc: 0.000000]\n",
"7650: [D loss: 0.000000, acc: 1.000000] [A loss: 9889.754883, acc: 0.000000]\n",
"7651: [D loss: 0.575422, acc: 0.998047] [A loss: 9998.665039, acc: 0.000000]\n",
"7652: [D loss: 0.000000, acc: 1.000000] [A loss: 8217.555664, acc: 0.000000]\n",
"7653: [D loss: 5.314722, acc: 0.996094] [A loss: 10435.369141, acc: 0.000000]\n",
"7654: [D loss: 0.000000, acc: 1.000000] [A loss: 8935.269531, acc: 0.000000]\n",
"7655: [D loss: 5.556936, acc: 0.994141] [A loss: 12171.654297, acc: 0.000000]\n",
"7656: [D loss: 0.000000, acc: 1.000000] [A loss: 10720.262695, acc: 0.000000]\n",
"7657: [D loss: 0.403628, acc: 0.998047] [A loss: 10749.719727, acc: 0.000000]\n",
"7658: [D loss: 0.000000, acc: 1.000000] [A loss: 9093.694336, acc: 0.000000]\n",
"7659: [D loss: 0.000000, acc: 1.000000] [A loss: 7636.166016, acc: 0.000000]\n",
"7660: [D loss: 19.022619, acc: 0.980469] [A loss: 15730.527344, acc: 0.000000]\n",
"7661: [D loss: 0.000000, acc: 1.000000] [A loss: 14066.475586, acc: 0.000000]\n",
"7662: [D loss: 0.000000, acc: 1.000000] [A loss: 12248.883789, acc: 0.000000]\n",
"7663: [D loss: 0.000000, acc: 1.000000] [A loss: 10448.891602, acc: 0.000000]\n",
"7664: [D loss: 0.714657, acc: 0.998047] [A loss: 9807.139648, acc: 0.000000]\n",
"7665: [D loss: 6.108115, acc: 0.996094] [A loss: 10608.250977, acc: 0.000000]\n",
"7666: [D loss: 0.000000, acc: 1.000000] [A loss: 9210.437500, acc: 0.000000]\n",
"7667: [D loss: 11.303043, acc: 0.994141] [A loss: 10596.817383, acc: 0.000000]\n",
"7668: [D loss: 2.616747, acc: 0.998047] [A loss: 10193.800781, acc: 0.000000]\n",
"7669: [D loss: 1.219869, acc: 0.996094] [A loss: 10987.396484, acc: 0.000000]\n",
"7670: [D loss: 1.518495, acc: 0.998047] [A loss: 10354.368164, acc: 0.000000]\n",
"7671: [D loss: 1.559380, acc: 0.998047] [A loss: 9849.985352, acc: 0.000000]\n",
"7672: [D loss: 0.000000, acc: 1.000000] [A loss: 8639.199219, acc: 0.000000]\n",
"7673: [D loss: 4.164444, acc: 0.998047] [A loss: 8350.507812, acc: 0.011719]\n",
"7674: [D loss: 10.411098, acc: 0.990234] [A loss: 12939.101562, acc: 0.000000]\n",
"7675: [D loss: 0.000000, acc: 1.000000] [A loss: 11058.007812, acc: 0.000000]\n",
"7676: [D loss: 0.000000, acc: 1.000000] [A loss: 9315.306641, acc: 0.003906]\n",
"7677: [D loss: 0.000000, acc: 1.000000] [A loss: 7415.120605, acc: 0.000000]\n",
"7678: [D loss: 15.669048, acc: 0.986328] [A loss: 13119.929688, acc: 0.000000]\n",
"7679: [D loss: 0.000000, acc: 1.000000] [A loss: 11749.827148, acc: 0.000000]\n",
"7680: [D loss: 0.000000, acc: 1.000000] [A loss: 9998.191406, acc: 0.003906]\n",
"7681: [D loss: 0.000000, acc: 1.000000] [A loss: 8289.570312, acc: 0.000000]\n",
"7682: [D loss: 6.220807, acc: 0.988281] [A loss: 12734.707031, acc: 0.000000]\n",
"7683: [D loss: 0.000000, acc: 1.000000] [A loss: 10968.041016, acc: 0.000000]\n",
"7684: [D loss: 0.765308, acc: 0.998047] [A loss: 10528.252930, acc: 0.000000]\n",
"7685: [D loss: 0.000690, acc: 1.000000] [A loss: 9104.730469, acc: 0.003906]\n",
"7686: [D loss: 9.842562, acc: 0.994141] [A loss: 10466.078125, acc: 0.000000]\n",
"7687: [D loss: 0.000000, acc: 1.000000] [A loss: 8982.675781, acc: 0.000000]\n",
"7688: [D loss: 0.000000, acc: 1.000000] [A loss: 7473.635742, acc: 0.003906]\n",
"7689: [D loss: 9.196035, acc: 0.990234] [A loss: 11241.309570, acc: 0.000000]\n",
"7690: [D loss: 2.821856, acc: 0.998047] [A loss: 10557.814453, acc: 0.000000]\n",
"7691: [D loss: 0.000000, acc: 1.000000] [A loss: 9090.313477, acc: 0.000000]\n",
"7692: [D loss: 5.282967, acc: 0.994141] [A loss: 10546.828125, acc: 0.000000]\n",
"7693: [D loss: 0.000000, acc: 1.000000] [A loss: 9366.837891, acc: 0.000000]\n",
"7694: [D loss: 8.422976, acc: 0.996094] [A loss: 9842.452148, acc: 0.000000]\n",
"7695: [D loss: 1.392092, acc: 0.998047] [A loss: 9546.090820, acc: 0.000000]\n",
"7696: [D loss: 0.000000, acc: 1.000000] [A loss: 7593.790039, acc: 0.011719]\n",
"7697: [D loss: 8.138607, acc: 0.996094] [A loss: 8812.547852, acc: 0.000000]\n",
"7698: [D loss: 0.809140, acc: 0.998047] [A loss: 8832.961914, acc: 0.000000]\n",
"7699: [D loss: 0.000000, acc: 1.000000] [A loss: 7122.067383, acc: 0.003906]\n",
"7700: [D loss: 12.091743, acc: 0.990234] [A loss: 11274.700195, acc: 0.000000]\n",
"7701: [D loss: 0.000000, acc: 1.000000] [A loss: 9976.984375, acc: 0.000000]\n",
"7702: [D loss: 3.643184, acc: 0.998047] [A loss: 9409.937500, acc: 0.000000]\n",
"7703: [D loss: 0.000000, acc: 1.000000] [A loss: 8076.463867, acc: 0.011719]\n",
"7704: [D loss: 4.671597, acc: 0.996094] [A loss: 9102.970703, acc: 0.000000]\n",
"7705: [D loss: 0.372793, acc: 0.998047] [A loss: 8929.177734, acc: 0.000000]\n",
"7706: [D loss: 3.253684, acc: 0.994141] [A loss: 10903.097656, acc: 0.000000]\n",
"7707: [D loss: 0.000000, acc: 1.000000] [A loss: 9297.706055, acc: 0.000000]\n",
"7708: [D loss: 0.000000, acc: 1.000000] [A loss: 7701.710449, acc: 0.000000]\n",
"7709: [D loss: 7.847486, acc: 0.992188] [A loss: 11737.536133, acc: 0.000000]\n",
"7710: [D loss: 0.000000, acc: 1.000000] [A loss: 9987.857422, acc: 0.000000]\n",
"7711: [D loss: 4.188451, acc: 0.996094] [A loss: 10565.660156, acc: 0.000000]\n",
"7712: [D loss: 0.000000, acc: 1.000000] [A loss: 8781.256836, acc: 0.003906]\n",
"7713: [D loss: 3.969404, acc: 0.996094] [A loss: 10014.996094, acc: 0.000000]\n",
"7714: [D loss: 0.000000, acc: 1.000000] [A loss: 8015.672363, acc: 0.000000]\n",
"7715: [D loss: 3.248843, acc: 0.998047] [A loss: 8643.976562, acc: 0.000000]\n",
"7716: [D loss: 5.243870, acc: 0.996094] [A loss: 9958.744141, acc: 0.000000]\n",
"7717: [D loss: 0.623864, acc: 0.998047] [A loss: 10355.068359, acc: 0.000000]\n",
"7718: [D loss: 0.000000, acc: 1.000000] [A loss: 8159.697754, acc: 0.000000]\n",
"7719: [D loss: 2.496783, acc: 0.994141] [A loss: 11763.686523, acc: 0.000000]\n",
"7720: [D loss: 0.000000, acc: 1.000000] [A loss: 9762.074219, acc: 0.000000]\n",
"7721: [D loss: 0.000000, acc: 1.000000] [A loss: 7790.522949, acc: 0.000000]\n",
"7722: [D loss: 6.380832, acc: 0.994141] [A loss: 11067.874023, acc: 0.000000]\n",
"7723: [D loss: 0.089979, acc: 0.998047] [A loss: 11149.555664, acc: 0.000000]\n",
"7724: [D loss: 0.000000, acc: 1.000000] [A loss: 9379.524414, acc: 0.000000]\n",
"7725: [D loss: 0.000000, acc: 1.000000] [A loss: 7486.218262, acc: 0.003906]\n",
"7726: [D loss: 19.052906, acc: 0.984375] [A loss: 14503.217773, acc: 0.000000]\n",
"7727: [D loss: 0.000000, acc: 1.000000] [A loss: 12368.474609, acc: 0.000000]\n",
"7728: [D loss: 0.000000, acc: 1.000000] [A loss: 10291.050781, acc: 0.000000]\n",
"7729: [D loss: 0.238441, acc: 0.998047] [A loss: 9383.226562, acc: 0.000000]\n",
"7730: [D loss: 0.000000, acc: 1.000000] [A loss: 8028.279297, acc: 0.003906]\n",
"7731: [D loss: 11.619944, acc: 0.990234] [A loss: 11666.168945, acc: 0.000000]\n",
"7732: [D loss: 0.000000, acc: 1.000000] [A loss: 9693.714844, acc: 0.000000]\n",
"7733: [D loss: 0.000000, acc: 1.000000] [A loss: 8067.081543, acc: 0.000000]\n",
"7734: [D loss: 7.672208, acc: 0.992188] [A loss: 11138.593750, acc: 0.000000]\n",
"7735: [D loss: 0.000000, acc: 1.000000] [A loss: 9272.721680, acc: 0.003906]\n",
"7736: [D loss: 10.082153, acc: 0.992188] [A loss: 12374.531250, acc: 0.000000]\n",
"7737: [D loss: 0.000000, acc: 1.000000] [A loss: 10725.619141, acc: 0.000000]\n",
"7738: [D loss: 3.379191, acc: 0.998047] [A loss: 10363.761719, acc: 0.003906]\n",
"7739: [D loss: 5.495293, acc: 0.996094] [A loss: 11000.146484, acc: 0.000000]\n",
"7740: [D loss: 0.000000, acc: 1.000000] [A loss: 9284.662109, acc: 0.000000]\n",
"7741: [D loss: 0.001138, acc: 1.000000] [A loss: 7780.537109, acc: 0.000000]\n",
"7742: [D loss: 9.684002, acc: 0.992188] [A loss: 12129.154297, acc: 0.000000]\n",
"7743: [D loss: 0.000000, acc: 1.000000] [A loss: 9985.316406, acc: 0.003906]\n",
"7744: [D loss: 1.156588, acc: 0.998047] [A loss: 9458.398438, acc: 0.000000]\n",
"7745: [D loss: 0.000000, acc: 1.000000] [A loss: 7874.938477, acc: 0.011719]\n",
"7746: [D loss: 1.113165, acc: 0.996094] [A loss: 9198.908203, acc: 0.000000]\n",
"7747: [D loss: 2.686240, acc: 0.994141] [A loss: 11714.095703, acc: 0.000000]\n",
"7748: [D loss: 0.000000, acc: 1.000000] [A loss: 9861.655273, acc: 0.000000]\n",
"7749: [D loss: 0.000000, acc: 1.000000] [A loss: 8054.206543, acc: 0.000000]\n",
"7750: [D loss: 15.923725, acc: 0.988281] [A loss: 14206.052734, acc: 0.000000]\n",
"7751: [D loss: 0.000000, acc: 1.000000] [A loss: 11774.535156, acc: 0.000000]\n",
"7752: [D loss: 0.000000, acc: 1.000000] [A loss: 10134.346680, acc: 0.000000]\n",
"7753: [D loss: 0.000000, acc: 1.000000] [A loss: 7924.034668, acc: 0.000000]\n",
"7754: [D loss: 0.000000, acc: 1.000000] [A loss: 6348.567383, acc: 0.019531]\n",
"7755: [D loss: 16.372259, acc: 0.982422] [A loss: 13476.274414, acc: 0.000000]\n",
"7756: [D loss: 0.000000, acc: 1.000000] [A loss: 11835.256836, acc: 0.000000]\n",
"7757: [D loss: 0.000000, acc: 1.000000] [A loss: 9559.270508, acc: 0.000000]\n",
"7758: [D loss: 0.975521, acc: 0.998047] [A loss: 8964.817383, acc: 0.000000]\n",
"7759: [D loss: 2.355370, acc: 0.994141] [A loss: 10706.423828, acc: 0.000000]\n",
"7760: [D loss: 0.000000, acc: 1.000000] [A loss: 8749.517578, acc: 0.000000]\n",
"7761: [D loss: 4.987286, acc: 0.996094] [A loss: 9440.247070, acc: 0.000000]\n",
"7762: [D loss: 8.644243, acc: 0.994141] [A loss: 11337.394531, acc: 0.000000]\n",
"7763: [D loss: 0.000000, acc: 1.000000] [A loss: 9486.398438, acc: 0.003906]\n",
"7764: [D loss: 1.943118, acc: 0.998047] [A loss: 8807.890625, acc: 0.000000]\n",
"7765: [D loss: 12.466121, acc: 0.992188] [A loss: 11815.892578, acc: 0.000000]\n",
"7766: [D loss: 0.000000, acc: 1.000000] [A loss: 9917.018555, acc: 0.000000]\n",
"7767: [D loss: 0.000261, acc: 1.000000] [A loss: 8208.059570, acc: 0.000000]\n",
"7768: [D loss: 3.950414, acc: 0.996094] [A loss: 9311.168945, acc: 0.000000]\n",
"7769: [D loss: 0.000000, acc: 1.000000] [A loss: 7421.419434, acc: 0.007812]\n",
"7770: [D loss: 17.122269, acc: 0.982422] [A loss: 14360.953125, acc: 0.000000]\n",
"7771: [D loss: 0.000000, acc: 1.000000] [A loss: 12471.369141, acc: 0.000000]\n",
"7772: [D loss: 0.000000, acc: 1.000000] [A loss: 10510.714844, acc: 0.000000]\n",
"7773: [D loss: 0.573081, acc: 0.998047] [A loss: 9800.135742, acc: 0.000000]\n",
"7774: [D loss: 1.605972, acc: 0.998047] [A loss: 9655.700195, acc: 0.000000]\n",
"7775: [D loss: 0.337140, acc: 0.998047] [A loss: 9151.907227, acc: 0.003906]\n",
"7776: [D loss: 8.460229, acc: 0.990234] [A loss: 12911.790039, acc: 0.000000]\n",
"7777: [D loss: 0.000000, acc: 1.000000] [A loss: 10758.988281, acc: 0.000000]\n",
"7778: [D loss: 0.000000, acc: 1.000000] [A loss: 8991.073242, acc: 0.000000]\n",
"7779: [D loss: 1.919175, acc: 0.996094] [A loss: 9429.159180, acc: 0.000000]\n",
"7780: [D loss: 0.000000, acc: 1.000000] [A loss: 7704.220703, acc: 0.003906]\n",
"7781: [D loss: 8.580294, acc: 0.990234] [A loss: 12497.827148, acc: 0.000000]\n",
"7782: [D loss: 0.000000, acc: 1.000000] [A loss: 10162.603516, acc: 0.000000]\n",
"7783: [D loss: 52.152626, acc: 0.994141] [A loss: 9288.705078, acc: 0.000000]\n",
"7784: [D loss: 16.633598, acc: 0.982422] [A loss: 12158.644531, acc: 0.000000]\n",
"7785: [D loss: 0.000000, acc: 1.000000] [A loss: 9881.973633, acc: 0.000000]\n",
"7786: [D loss: 0.231137, acc: 0.998047] [A loss: 8373.549805, acc: 0.011719]\n",
"7787: [D loss: 16.665806, acc: 0.984375] [A loss: 11115.413086, acc: 0.000000]\n",
"7788: [D loss: 1.658321, acc: 0.996094] [A loss: 10069.852539, acc: 0.000000]\n",
"7789: [D loss: 1.466470, acc: 0.996094] [A loss: 9024.259766, acc: 0.000000]\n",
"7790: [D loss: 13.258156, acc: 0.992188] [A loss: 9684.532227, acc: 0.000000]\n",
"7791: [D loss: 0.000000, acc: 1.000000] [A loss: 7772.349121, acc: 0.007812]\n",
"7792: [D loss: 16.896187, acc: 0.978516] [A loss: 11552.162109, acc: 0.000000]\n",
"7793: [D loss: 0.000000, acc: 1.000000] [A loss: 9895.436523, acc: 0.000000]\n",
"7794: [D loss: 12.632376, acc: 0.992188] [A loss: 9947.103516, acc: 0.000000]\n",
"7795: [D loss: 3.049288, acc: 0.994141] [A loss: 9051.716797, acc: 0.007812]\n",
"7796: [D loss: 7.370300, acc: 0.992188] [A loss: 9698.599609, acc: 0.003906]\n",
"7797: [D loss: 1.005028, acc: 0.996094] [A loss: 9348.272461, acc: 0.003906]\n",
"7798: [D loss: 11.928414, acc: 0.986328] [A loss: 11374.840820, acc: 0.000000]\n",
"7799: [D loss: 0.000000, acc: 1.000000] [A loss: 9493.696289, acc: 0.000000]\n",
"7800: [D loss: 9.045867, acc: 0.992188] [A loss: 9595.171875, acc: 0.000000]\n",
"7801: [D loss: 3.837404, acc: 0.998047] [A loss: 8331.225586, acc: 0.007812]\n",
"7802: [D loss: 18.005608, acc: 0.982422] [A loss: 11757.386719, acc: 0.000000]\n",
"7803: [D loss: 0.000000, acc: 1.000000] [A loss: 9571.717773, acc: 0.000000]\n",
"7804: [D loss: 16.360472, acc: 0.992188] [A loss: 9670.610352, acc: 0.003906]\n",
"7805: [D loss: 0.000000, acc: 1.000000] [A loss: 8354.922852, acc: 0.007812]\n",
"7806: [D loss: 32.013405, acc: 0.980469] [A loss: 12621.666992, acc: 0.000000]\n",
"7807: [D loss: 0.000000, acc: 1.000000] [A loss: 10045.199219, acc: 0.003906]\n",
"7808: [D loss: 16.233101, acc: 0.990234] [A loss: 11195.200195, acc: 0.000000]\n",
"7809: [D loss: 0.000000, acc: 1.000000] [A loss: 9091.617188, acc: 0.007812]\n",
"7810: [D loss: 0.988708, acc: 0.996094] [A loss: 8389.341797, acc: 0.007812]\n",
"7811: [D loss: 32.466011, acc: 0.980469] [A loss: 13244.438477, acc: 0.000000]\n",
"7812: [D loss: 0.000000, acc: 1.000000] [A loss: 10598.300781, acc: 0.000000]\n",
"7813: [D loss: 2.112417, acc: 0.998047] [A loss: 9050.391602, acc: 0.003906]\n",
"7814: [D loss: 22.937063, acc: 0.982422] [A loss: 13625.339844, acc: 0.000000]\n",
"7815: [D loss: 0.000000, acc: 1.000000] [A loss: 11420.635742, acc: 0.000000]\n",
"7816: [D loss: 8.639826, acc: 0.996094] [A loss: 10071.499023, acc: 0.000000]\n",
"7817: [D loss: 0.000000, acc: 1.000000] [A loss: 8156.183594, acc: 0.015625]\n",
"7818: [D loss: 14.770177, acc: 0.986328] [A loss: 11836.556641, acc: 0.000000]\n",
"7819: [D loss: 4.366358, acc: 0.992188] [A loss: 12236.952148, acc: 0.000000]\n",
"7820: [D loss: 0.000000, acc: 1.000000] [A loss: 10422.592773, acc: 0.007812]\n",
"7821: [D loss: 16.592010, acc: 0.988281] [A loss: 13177.602539, acc: 0.000000]\n",
"7822: [D loss: 0.000000, acc: 1.000000] [A loss: 10770.609375, acc: 0.003906]\n",
"7823: [D loss: 0.000000, acc: 1.000000] [A loss: 8894.908203, acc: 0.007812]\n",
"7824: [D loss: 16.025494, acc: 0.982422] [A loss: 13912.233398, acc: 0.000000]\n",
"7825: [D loss: 0.000000, acc: 1.000000] [A loss: 10732.601562, acc: 0.000000]\n",
"7826: [D loss: 3.232324, acc: 0.998047] [A loss: 10288.585938, acc: 0.000000]\n",
"7827: [D loss: 16.347759, acc: 0.988281] [A loss: 13065.745117, acc: 0.000000]\n",
"7828: [D loss: 0.000000, acc: 1.000000] [A loss: 10490.781250, acc: 0.000000]\n",
"7829: [D loss: 15.742220, acc: 0.992188] [A loss: 11831.914062, acc: 0.000000]\n",
"7830: [D loss: 1.923854, acc: 0.998047] [A loss: 10949.741211, acc: 0.000000]\n",
"7831: [D loss: 1.104432, acc: 0.996094] [A loss: 10919.418945, acc: 0.000000]\n",
"7832: [D loss: 0.019327, acc: 0.998047] [A loss: 9106.379883, acc: 0.007812]\n",
"7833: [D loss: 9.152374, acc: 0.990234] [A loss: 12015.193359, acc: 0.000000]\n",
"7834: [D loss: 0.000000, acc: 1.000000] [A loss: 9595.768555, acc: 0.007812]\n",
"7835: [D loss: 37.542461, acc: 0.974609] [A loss: 18766.041016, acc: 0.000000]\n",
"7836: [D loss: 0.000000, acc: 1.000000] [A loss: 15746.882812, acc: 0.000000]\n",
"7837: [D loss: 0.000000, acc: 1.000000] [A loss: 13439.083984, acc: 0.000000]\n",
"7838: [D loss: 0.000000, acc: 1.000000] [A loss: 10975.531250, acc: 0.000000]\n",
"7839: [D loss: 2.879474, acc: 0.992188] [A loss: 12250.925781, acc: 0.000000]\n",
"7840: [D loss: 0.000000, acc: 1.000000] [A loss: 10015.560547, acc: 0.003906]\n",
"7841: [D loss: 9.524480, acc: 0.994141] [A loss: 10755.291016, acc: 0.000000]\n",
"7842: [D loss: 13.740732, acc: 0.992188] [A loss: 12429.618164, acc: 0.000000]\n",
"7843: [D loss: 0.000000, acc: 1.000000] [A loss: 10441.928711, acc: 0.003906]\n",
"7844: [D loss: 7.299706, acc: 0.994141] [A loss: 11304.493164, acc: 0.000000]\n",
"7845: [D loss: 0.001017, acc: 1.000000] [A loss: 9672.386719, acc: 0.007812]\n",
"7846: [D loss: 13.752914, acc: 0.986328] [A loss: 14812.696289, acc: 0.000000]\n",
"7847: [D loss: 0.431232, acc: 0.998047] [A loss: 13549.319336, acc: 0.000000]\n",
"7848: [D loss: 2.752517, acc: 0.998047] [A loss: 12429.916016, acc: 0.000000]\n",
"7849: [D loss: 0.049515, acc: 0.998047] [A loss: 10904.312500, acc: 0.000000]\n",
"7850: [D loss: 0.230982, acc: 0.998047] [A loss: 10293.379883, acc: 0.000000]\n",
"7851: [D loss: 13.859949, acc: 0.994141] [A loss: 11570.216797, acc: 0.000000]\n",
"7852: [D loss: 0.000000, acc: 1.000000] [A loss: 9333.238281, acc: 0.007812]\n",
"7853: [D loss: 11.923516, acc: 0.996094] [A loss: 9728.882812, acc: 0.000000]\n",
"7854: [D loss: 30.559561, acc: 0.986328] [A loss: 15682.683594, acc: 0.000000]\n",
"7855: [D loss: 0.000000, acc: 1.000000] [A loss: 12908.499023, acc: 0.000000]\n",
"7856: [D loss: 0.000000, acc: 1.000000] [A loss: 11140.168945, acc: 0.000000]\n",
"7857: [D loss: 0.000000, acc: 1.000000] [A loss: 8909.894531, acc: 0.007812]\n",
"7858: [D loss: 47.935089, acc: 0.974609] [A loss: 17303.806641, acc: 0.000000]\n",
"7859: [D loss: 0.000000, acc: 1.000000] [A loss: 14912.478516, acc: 0.000000]\n",
"7860: [D loss: 0.000000, acc: 1.000000] [A loss: 13402.027344, acc: 0.000000]\n",
"7861: [D loss: 0.000000, acc: 1.000000] [A loss: 10461.333984, acc: 0.007812]\n",
"7862: [D loss: 5.328936, acc: 0.994141] [A loss: 11490.573242, acc: 0.000000]\n",
"7863: [D loss: 8.365099, acc: 0.994141] [A loss: 12969.791016, acc: 0.000000]\n",
"7864: [D loss: 0.000000, acc: 1.000000] [A loss: 10329.068359, acc: 0.000000]\n",
"7865: [D loss: 2.901389, acc: 0.994141] [A loss: 11747.494141, acc: 0.003906]\n",
"7866: [D loss: 0.116419, acc: 0.998047] [A loss: 10682.283203, acc: 0.000000]\n",
"7867: [D loss: 8.499438, acc: 0.990234] [A loss: 14059.479492, acc: 0.000000]\n",
"7868: [D loss: 0.000000, acc: 1.000000] [A loss: 11673.977539, acc: 0.000000]\n",
"7869: [D loss: 0.000000, acc: 1.000000] [A loss: 9370.987305, acc: 0.003906]\n",
"7870: [D loss: 7.856672, acc: 0.994141] [A loss: 10617.498047, acc: 0.000000]\n",
"7871: [D loss: 4.614195, acc: 0.996094] [A loss: 11335.567383, acc: 0.000000]\n",
"7872: [D loss: 0.000000, acc: 1.000000] [A loss: 8909.523438, acc: 0.007812]\n",
"7873: [D loss: 33.208481, acc: 0.976562] [A loss: 18055.582031, acc: 0.000000]\n",
"7874: [D loss: 0.000000, acc: 1.000000] [A loss: 15782.600586, acc: 0.000000]\n",
"7875: [D loss: 0.000000, acc: 1.000000] [A loss: 12828.967773, acc: 0.000000]\n",
"7876: [D loss: 0.000000, acc: 1.000000] [A loss: 10602.896484, acc: 0.000000]\n",
"7877: [D loss: 5.589435, acc: 0.996094] [A loss: 10645.636719, acc: 0.000000]\n",
"7878: [D loss: 4.003686, acc: 0.996094] [A loss: 10600.193359, acc: 0.000000]\n",
"7879: [D loss: 6.968370, acc: 0.996094] [A loss: 10881.309570, acc: 0.000000]\n",
"7880: [D loss: 5.165669, acc: 0.994141] [A loss: 12673.736328, acc: 0.000000]\n",
"7881: [D loss: 4.264086, acc: 0.998047] [A loss: 11219.150391, acc: 0.000000]\n",
"7882: [D loss: 0.000000, acc: 1.000000] [A loss: 8337.394531, acc: 0.011719]\n",
"7883: [D loss: 10.902086, acc: 0.994141] [A loss: 11360.826172, acc: 0.000000]\n",
"7884: [D loss: 3.315096, acc: 0.996094] [A loss: 10748.482422, acc: 0.000000]\n",
"7885: [D loss: 0.935023, acc: 0.996094] [A loss: 11606.101562, acc: 0.000000]\n",
"7886: [D loss: 0.766285, acc: 0.996094] [A loss: 11508.103516, acc: 0.003906]\n",
"7887: [D loss: 0.000000, acc: 1.000000] [A loss: 9705.488281, acc: 0.000000]\n",
"7888: [D loss: 8.415470, acc: 0.990234] [A loss: 15012.857422, acc: 0.000000]\n",
"7889: [D loss: 0.000000, acc: 1.000000] [A loss: 11783.342773, acc: 0.003906]\n",
"7890: [D loss: 0.445348, acc: 0.998047] [A loss: 11273.003906, acc: 0.000000]\n",
"7891: [D loss: 2.042824, acc: 0.996094] [A loss: 12471.260742, acc: 0.000000]\n",
"7892: [D loss: 1.320703, acc: 0.998047] [A loss: 11720.338867, acc: 0.000000]\n",
"7893: [D loss: 0.000000, acc: 1.000000] [A loss: 9121.540039, acc: 0.003906]\n",
"7894: [D loss: 19.556860, acc: 0.990234] [A loss: 14784.126953, acc: 0.000000]\n",
"7895: [D loss: 0.000000, acc: 1.000000] [A loss: 11934.402344, acc: 0.000000]\n",
"7896: [D loss: 0.000000, acc: 1.000000] [A loss: 9263.686523, acc: 0.007812]\n",
"7897: [D loss: 19.750673, acc: 0.986328] [A loss: 17057.734375, acc: 0.000000]\n",
"7898: [D loss: 0.000000, acc: 1.000000] [A loss: 14118.703125, acc: 0.000000]\n",
"7899: [D loss: 0.000000, acc: 1.000000] [A loss: 11987.445312, acc: 0.000000]\n",
"7900: [D loss: 0.000000, acc: 1.000000] [A loss: 9371.240234, acc: 0.003906]\n",
"7901: [D loss: 9.642487, acc: 0.994141] [A loss: 12468.100586, acc: 0.000000]\n",
"7902: [D loss: 0.000000, acc: 1.000000] [A loss: 9829.921875, acc: 0.000000]\n",
"7903: [D loss: 0.894893, acc: 0.998047] [A loss: 9219.500000, acc: 0.007812]\n",
"7904: [D loss: 21.839241, acc: 0.984375] [A loss: 17626.648438, acc: 0.000000]\n",
"7905: [D loss: 0.000000, acc: 1.000000] [A loss: 15256.760742, acc: 0.000000]\n",
"7906: [D loss: 0.000000, acc: 1.000000] [A loss: 12568.640625, acc: 0.000000]\n",
"7907: [D loss: 0.454738, acc: 0.998047] [A loss: 11308.357422, acc: 0.000000]\n",
"7908: [D loss: 0.000000, acc: 1.000000] [A loss: 9042.484375, acc: 0.011719]\n",
"7909: [D loss: 19.265724, acc: 0.984375] [A loss: 17104.841797, acc: 0.000000]\n",
"7910: [D loss: 0.000000, acc: 1.000000] [A loss: 14162.086914, acc: 0.000000]\n",
"7911: [D loss: 0.000000, acc: 1.000000] [A loss: 12173.808594, acc: 0.000000]\n",
"7912: [D loss: 2.668809, acc: 0.996094] [A loss: 12047.068359, acc: 0.000000]\n",
"7913: [D loss: 0.905824, acc: 0.998047] [A loss: 10959.026367, acc: 0.000000]\n",
"7914: [D loss: 2.915339, acc: 0.996094] [A loss: 12236.388672, acc: 0.000000]\n",
"7915: [D loss: 0.505459, acc: 0.998047] [A loss: 11274.696289, acc: 0.000000]\n",
"7916: [D loss: 1.284824, acc: 0.998047] [A loss: 10913.851562, acc: 0.000000]\n",
"7917: [D loss: 0.530941, acc: 0.998047] [A loss: 9737.577148, acc: 0.000000]\n",
"7918: [D loss: 16.741539, acc: 0.988281] [A loss: 15999.984375, acc: 0.000000]\n",
"7919: [D loss: 0.000000, acc: 1.000000] [A loss: 13914.637695, acc: 0.000000]\n",
"7920: [D loss: 2.539050, acc: 0.998047] [A loss: 13098.649414, acc: 0.000000]\n",
"7921: [D loss: 0.000000, acc: 1.000000] [A loss: 11105.067383, acc: 0.000000]\n",
"7922: [D loss: 0.000000, acc: 1.000000] [A loss: 8189.379883, acc: 0.011719]\n",
"7923: [D loss: 43.902458, acc: 0.972656] [A loss: 18785.531250, acc: 0.000000]\n",
"7924: [D loss: 0.000000, acc: 1.000000] [A loss: 16129.809570, acc: 0.000000]\n",
"7925: [D loss: 0.000000, acc: 1.000000] [A loss: 14004.057617, acc: 0.000000]\n",
"7926: [D loss: 0.000000, acc: 1.000000] [A loss: 11430.210938, acc: 0.000000]\n",
"7927: [D loss: 2.135638, acc: 0.998047] [A loss: 10268.499023, acc: 0.000000]\n",
"7928: [D loss: 0.000000, acc: 1.000000] [A loss: 8269.370117, acc: 0.007812]\n",
"7929: [D loss: 15.510793, acc: 0.982422] [A loss: 14534.457031, acc: 0.000000]\n",
"7930: [D loss: 0.000000, acc: 1.000000] [A loss: 12201.931641, acc: 0.000000]\n",
"7931: [D loss: 0.000000, acc: 1.000000] [A loss: 9580.150391, acc: 0.003906]\n",
"7932: [D loss: 9.696548, acc: 0.990234] [A loss: 12402.380859, acc: 0.000000]\n",
"7933: [D loss: 0.000000, acc: 1.000000] [A loss: 10119.296875, acc: 0.000000]\n",
"7934: [D loss: 18.431614, acc: 0.994141] [A loss: 11021.341797, acc: 0.000000]\n",
"7935: [D loss: 1.743971, acc: 0.996094] [A loss: 11277.531250, acc: 0.000000]\n",
"7936: [D loss: 2.213135, acc: 0.996094] [A loss: 11232.568359, acc: 0.000000]\n",
"7937: [D loss: 14.450592, acc: 0.992188] [A loss: 13764.930664, acc: 0.003906]\n",
"7938: [D loss: 0.000000, acc: 1.000000] [A loss: 10942.033203, acc: 0.000000]\n",
"7939: [D loss: 13.577040, acc: 0.992188] [A loss: 14176.371094, acc: 0.000000]\n",
"7940: [D loss: 0.000000, acc: 1.000000] [A loss: 11430.065430, acc: 0.000000]\n",
"7941: [D loss: 0.945151, acc: 0.996094] [A loss: 11625.124023, acc: 0.000000]\n",
"7942: [D loss: 2.257204, acc: 0.996094] [A loss: 11914.953125, acc: 0.000000]\n",
"7943: [D loss: 0.006058, acc: 0.998047] [A loss: 11293.492188, acc: 0.000000]\n",
"7944: [D loss: 0.000000, acc: 1.000000] [A loss: 8630.491211, acc: 0.000000]\n",
"7945: [D loss: 17.229956, acc: 0.986328] [A loss: 15230.866211, acc: 0.000000]\n",
"7946: [D loss: 0.000000, acc: 1.000000] [A loss: 12992.598633, acc: 0.000000]\n",
"7947: [D loss: 5.403090, acc: 0.998047] [A loss: 11474.071289, acc: 0.000000]\n",
"7948: [D loss: 0.000000, acc: 1.000000] [A loss: 9838.699219, acc: 0.000000]\n",
"7949: [D loss: 14.789791, acc: 0.990234] [A loss: 14272.864258, acc: 0.000000]\n",
"7950: [D loss: 0.000000, acc: 1.000000] [A loss: 11594.923828, acc: 0.000000]\n",
"7951: [D loss: 0.000000, acc: 1.000000] [A loss: 9045.355469, acc: 0.000000]\n",
"7952: [D loss: 21.370289, acc: 0.988281] [A loss: 14818.760742, acc: 0.000000]\n",
"7953: [D loss: 0.000000, acc: 1.000000] [A loss: 12634.780273, acc: 0.000000]\n",
"7954: [D loss: 0.000000, acc: 1.000000] [A loss: 10186.062500, acc: 0.003906]\n",
"7955: [D loss: 0.000000, acc: 1.000000] [A loss: 8140.859863, acc: 0.007812]\n",
"7956: [D loss: 27.974072, acc: 0.982422] [A loss: 15795.096680, acc: 0.000000]\n",
"7957: [D loss: 0.000000, acc: 1.000000] [A loss: 13017.847656, acc: 0.000000]\n",
"7958: [D loss: 0.000000, acc: 1.000000] [A loss: 10915.920898, acc: 0.000000]\n",
"7959: [D loss: 6.580894, acc: 0.998047] [A loss: 9918.656250, acc: 0.000000]\n",
"7960: [D loss: 6.762813, acc: 0.994141] [A loss: 11891.820312, acc: 0.000000]\n",
"7961: [D loss: 3.200610, acc: 0.994141] [A loss: 12983.452148, acc: 0.000000]\n",
"7962: [D loss: 2.007089, acc: 0.998047] [A loss: 11612.685547, acc: 0.000000]\n",
"7963: [D loss: 0.000000, acc: 1.000000] [A loss: 10015.010742, acc: 0.003906]\n",
"7964: [D loss: 2.083527, acc: 0.994141] [A loss: 11911.976562, acc: 0.000000]\n",
"7965: [D loss: 0.210873, acc: 0.996094] [A loss: 13010.339844, acc: 0.003906]\n",
"7966: [D loss: 6.516354, acc: 0.998047] [A loss: 12435.162109, acc: 0.000000]\n",
"7967: [D loss: 2.506637, acc: 0.998047] [A loss: 11267.142578, acc: 0.000000]\n",
"7968: [D loss: 11.428659, acc: 0.990234] [A loss: 16503.042969, acc: 0.000000]\n",
"7969: [D loss: 0.000000, acc: 1.000000] [A loss: 13708.445312, acc: 0.000000]\n",
"7970: [D loss: 0.000000, acc: 1.000000] [A loss: 11694.833984, acc: 0.000000]\n",
"7971: [D loss: 1.568925, acc: 0.998047] [A loss: 10577.270508, acc: 0.000000]\n",
"7972: [D loss: 0.721464, acc: 0.998047] [A loss: 10680.876953, acc: 0.000000]\n",
"7973: [D loss: 15.311571, acc: 0.988281] [A loss: 16911.492188, acc: 0.000000]\n",
"7974: [D loss: 0.000000, acc: 1.000000] [A loss: 14363.378906, acc: 0.000000]\n",
"7975: [D loss: 0.000000, acc: 1.000000] [A loss: 12294.125000, acc: 0.000000]\n",
"7976: [D loss: 0.000000, acc: 1.000000] [A loss: 10142.927734, acc: 0.003906]\n",
"7977: [D loss: 4.958582, acc: 0.996094] [A loss: 11074.592773, acc: 0.003906]\n",
"7978: [D loss: 3.074227, acc: 0.998047] [A loss: 10289.369141, acc: 0.000000]\n",
"7979: [D loss: 8.563279, acc: 0.992188] [A loss: 14807.805664, acc: 0.000000]\n",
"7980: [D loss: 0.000000, acc: 1.000000] [A loss: 12382.694336, acc: 0.000000]\n",
"7981: [D loss: 0.000000, acc: 1.000000] [A loss: 10020.273438, acc: 0.003906]\n",
"7982: [D loss: 0.253896, acc: 0.998047] [A loss: 9681.451172, acc: 0.000000]\n",
"7983: [D loss: 21.472755, acc: 0.988281] [A loss: 16686.373047, acc: 0.000000]\n",
"7984: [D loss: 0.000000, acc: 1.000000] [A loss: 13735.813477, acc: 0.000000]\n",
"7985: [D loss: 0.000000, acc: 1.000000] [A loss: 11709.143555, acc: 0.000000]\n",
"7986: [D loss: 6.376985, acc: 0.996094] [A loss: 12766.566406, acc: 0.000000]\n",
"7987: [D loss: 0.916097, acc: 0.998047] [A loss: 12535.603516, acc: 0.000000]\n",
"7988: [D loss: 3.159144, acc: 0.996094] [A loss: 13987.756836, acc: 0.000000]\n",
"7989: [D loss: 0.000000, acc: 1.000000] [A loss: 11613.373047, acc: 0.000000]\n",
"7990: [D loss: 6.735211, acc: 0.996094] [A loss: 13144.720703, acc: 0.000000]\n",
"7991: [D loss: 3.606672, acc: 0.998047] [A loss: 12334.164062, acc: 0.000000]\n",
"7992: [D loss: 0.000000, acc: 1.000000] [A loss: 10091.448242, acc: 0.000000]\n",
"7993: [D loss: 14.899090, acc: 0.992188] [A loss: 15088.768555, acc: 0.000000]\n",
"7994: [D loss: 0.000000, acc: 1.000000] [A loss: 12575.208008, acc: 0.000000]\n",
"7995: [D loss: 6.040246, acc: 0.994141] [A loss: 15644.658203, acc: 0.000000]\n",
"7996: [D loss: 0.000000, acc: 1.000000] [A loss: 13743.044922, acc: 0.000000]\n",
"7997: [D loss: 0.000000, acc: 1.000000] [A loss: 10873.333984, acc: 0.000000]\n",
"7998: [D loss: 6.374189, acc: 0.992188] [A loss: 16744.171875, acc: 0.000000]\n",
"7999: [D loss: 0.000000, acc: 1.000000] [A loss: 14220.835938, acc: 0.000000]\n",
"8000: [D loss: 0.000000, acc: 1.000000] [A loss: 11372.678711, acc: 0.000000]\n",
"8001: [D loss: 2.221804, acc: 0.998047] [A loss: 12169.333008, acc: 0.000000]\n",
"8002: [D loss: 0.177796, acc: 0.998047] [A loss: 11377.198242, acc: 0.000000]\n",
"8003: [D loss: 0.000000, acc: 1.000000] [A loss: 9100.833984, acc: 0.000000]\n",
"8004: [D loss: 29.319458, acc: 0.982422] [A loss: 18488.212891, acc: 0.000000]\n",
"8005: [D loss: 0.000000, acc: 1.000000] [A loss: 16226.693359, acc: 0.000000]\n",
"8006: [D loss: 0.000000, acc: 1.000000] [A loss: 13702.149414, acc: 0.000000]\n",
"8007: [D loss: 0.000000, acc: 1.000000] [A loss: 11896.533203, acc: 0.003906]\n",
"8008: [D loss: 4.928986, acc: 0.996094] [A loss: 12635.059570, acc: 0.003906]\n",
"8009: [D loss: 0.442139, acc: 0.998047] [A loss: 11850.690430, acc: 0.000000]\n",
"8010: [D loss: 10.183026, acc: 0.998047] [A loss: 11578.314453, acc: 0.000000]\n",
"8011: [D loss: 3.590076, acc: 0.996094] [A loss: 12908.607422, acc: 0.000000]\n",
"8012: [D loss: 0.000000, acc: 1.000000] [A loss: 10295.118164, acc: 0.000000]\n",
"8013: [D loss: 6.928766, acc: 0.992188] [A loss: 14438.746094, acc: 0.000000]\n",
"8014: [D loss: 0.000000, acc: 1.000000] [A loss: 12069.931641, acc: 0.000000]\n",
"8015: [D loss: 0.000000, acc: 1.000000] [A loss: 9341.072266, acc: 0.003906]\n",
"8016: [D loss: 3.569706, acc: 0.992188] [A loss: 14066.462891, acc: 0.000000]\n",
"8017: [D loss: 0.000000, acc: 1.000000] [A loss: 11842.582031, acc: 0.000000]\n",
"8018: [D loss: 2.074415, acc: 0.998047] [A loss: 11568.695312, acc: 0.003906]\n",
"8019: [D loss: 6.697220, acc: 0.996094] [A loss: 13301.617188, acc: 0.000000]\n",
"8020: [D loss: 0.000000, acc: 1.000000] [A loss: 10845.351562, acc: 0.003906]\n",
"8021: [D loss: 9.058753, acc: 0.992188] [A loss: 16286.203125, acc: 0.000000]\n",
"8022: [D loss: 0.000000, acc: 1.000000] [A loss: 13627.645508, acc: 0.000000]\n",
"8023: [D loss: 1.269371, acc: 0.998047] [A loss: 12968.037109, acc: 0.000000]\n",
"8024: [D loss: 4.819966, acc: 0.998047] [A loss: 12870.601562, acc: 0.000000]\n",
"8025: [D loss: 0.000000, acc: 1.000000] [A loss: 10820.991211, acc: 0.003906]\n",
"8026: [D loss: 11.068842, acc: 0.994141] [A loss: 14512.677734, acc: 0.000000]\n",
"8027: [D loss: 0.000000, acc: 1.000000] [A loss: 11621.347656, acc: 0.007812]\n",
"8028: [D loss: 0.000000, acc: 1.000000] [A loss: 9418.945312, acc: 0.000000]\n",
"8029: [D loss: 17.043301, acc: 0.988281] [A loss: 16783.988281, acc: 0.000000]\n",
"8030: [D loss: 0.000000, acc: 1.000000] [A loss: 14720.635742, acc: 0.000000]\n",
"8031: [D loss: 0.000000, acc: 1.000000] [A loss: 12139.230469, acc: 0.000000]\n",
"8032: [D loss: 0.575109, acc: 0.998047] [A loss: 11940.722656, acc: 0.000000]\n",
"8033: [D loss: 0.000000, acc: 1.000000] [A loss: 9749.506836, acc: 0.000000]\n",
"8034: [D loss: 6.089566, acc: 0.992188] [A loss: 14941.418945, acc: 0.000000]\n",
"8035: [D loss: 0.000000, acc: 1.000000] [A loss: 12223.529297, acc: 0.000000]\n",
"8036: [D loss: 0.000000, acc: 1.000000] [A loss: 10138.445312, acc: 0.003906]\n",
"8037: [D loss: 12.047369, acc: 0.992188] [A loss: 14378.042969, acc: 0.000000]\n",
"8038: [D loss: 0.000000, acc: 1.000000] [A loss: 12263.458984, acc: 0.000000]\n",
"8039: [D loss: 0.969826, acc: 0.998047] [A loss: 11935.971680, acc: 0.000000]\n",
"8040: [D loss: 8.997035, acc: 0.996094] [A loss: 13771.263672, acc: 0.000000]\n",
"8041: [D loss: 0.000000, acc: 1.000000] [A loss: 11074.349609, acc: 0.003906]\n",
"8042: [D loss: 13.344259, acc: 0.992188] [A loss: 16221.515625, acc: 0.000000]\n",
"8043: [D loss: 0.000000, acc: 1.000000] [A loss: 13567.842773, acc: 0.000000]\n",
"8044: [D loss: 9.610044, acc: 0.996094] [A loss: 14801.011719, acc: 0.000000]\n",
"8045: [D loss: 0.000000, acc: 1.000000] [A loss: 13029.247070, acc: 0.000000]\n",
"8046: [D loss: 0.000000, acc: 1.000000] [A loss: 10726.032227, acc: 0.000000]\n",
"8047: [D loss: 14.002128, acc: 0.990234] [A loss: 16973.328125, acc: 0.000000]\n",
"8048: [D loss: 0.000000, acc: 1.000000] [A loss: 14807.582031, acc: 0.000000]\n",
"8049: [D loss: 0.000000, acc: 1.000000] [A loss: 12072.068359, acc: 0.000000]\n",
"8050: [D loss: 0.000000, acc: 1.000000] [A loss: 10026.496094, acc: 0.000000]\n",
"8051: [D loss: 15.049974, acc: 0.986328] [A loss: 18380.640625, acc: 0.000000]\n",
"8052: [D loss: 0.000000, acc: 1.000000] [A loss: 15788.787109, acc: 0.000000]\n",
"8053: [D loss: 0.000000, acc: 1.000000] [A loss: 12915.616211, acc: 0.000000]\n",
"8054: [D loss: 0.000000, acc: 1.000000] [A loss: 10540.569336, acc: 0.000000]\n",
"8055: [D loss: 8.306347, acc: 0.996094] [A loss: 12258.552734, acc: 0.003906]\n",
"8056: [D loss: 0.486644, acc: 0.998047] [A loss: 11663.123047, acc: 0.000000]\n",
"8057: [D loss: 0.721804, acc: 0.998047] [A loss: 11186.859375, acc: 0.000000]\n",
"8058: [D loss: 0.154900, acc: 0.996094] [A loss: 12798.472656, acc: 0.000000]\n",
"8059: [D loss: 3.801180, acc: 0.998047] [A loss: 12437.253906, acc: 0.000000]\n",
"8060: [D loss: 10.336758, acc: 0.994141] [A loss: 16389.080078, acc: 0.000000]\n",
"8061: [D loss: 0.000000, acc: 1.000000] [A loss: 14127.628906, acc: 0.000000]\n",
"8062: [D loss: 0.000000, acc: 1.000000] [A loss: 11330.683594, acc: 0.000000]\n",
"8063: [D loss: 0.000000, acc: 1.000000] [A loss: 8929.600586, acc: 0.007812]\n",
"8064: [D loss: 17.119062, acc: 0.986328] [A loss: 18014.703125, acc: 0.000000]\n",
"8065: [D loss: 0.000000, acc: 1.000000] [A loss: 15099.659180, acc: 0.000000]\n",
"8066: [D loss: 0.000000, acc: 1.000000] [A loss: 13044.983398, acc: 0.000000]\n",
"8067: [D loss: 0.564374, acc: 0.996094] [A loss: 13792.356445, acc: 0.000000]\n",
"8068: [D loss: 0.000000, acc: 1.000000] [A loss: 11382.857422, acc: 0.000000]\n",
"8069: [D loss: 7.379681, acc: 0.994141] [A loss: 14822.082031, acc: 0.000000]\n",
"8070: [D loss: 0.000000, acc: 1.000000] [A loss: 12311.890625, acc: 0.000000]\n",
"8071: [D loss: 0.000000, acc: 1.000000] [A loss: 9945.346680, acc: 0.003906]\n",
"8072: [D loss: 16.509418, acc: 0.990234] [A loss: 16135.027344, acc: 0.000000]\n",
"8073: [D loss: 0.000000, acc: 1.000000] [A loss: 13408.294922, acc: 0.000000]\n",
"8074: [D loss: 0.000000, acc: 1.000000] [A loss: 11088.272461, acc: 0.007812]\n",
"8075: [D loss: 6.886897, acc: 0.994141] [A loss: 14696.804688, acc: 0.000000]\n",
"8076: [D loss: 0.000000, acc: 1.000000] [A loss: 12635.566406, acc: 0.000000]\n",
"8077: [D loss: 0.000000, acc: 1.000000] [A loss: 10179.928711, acc: 0.000000]\n",
"8078: [D loss: 13.053944, acc: 0.990234] [A loss: 16127.759766, acc: 0.000000]\n",
"8079: [D loss: 0.000000, acc: 1.000000] [A loss: 13344.968750, acc: 0.000000]\n",
"8080: [D loss: 0.000000, acc: 1.000000] [A loss: 11161.798828, acc: 0.000000]\n",
"8081: [D loss: 1.728095, acc: 0.994141] [A loss: 13909.461914, acc: 0.000000]\n",
"8082: [D loss: 0.000000, acc: 1.000000] [A loss: 11540.812500, acc: 0.000000]\n",
"8083: [D loss: 1.815049, acc: 0.998047] [A loss: 10868.322266, acc: 0.000000]\n",
"8084: [D loss: 0.000000, acc: 1.000000] [A loss: 9072.364258, acc: 0.011719]\n",
"8085: [D loss: 22.133526, acc: 0.984375] [A loss: 17141.773438, acc: 0.000000]\n",
"8086: [D loss: 0.000000, acc: 1.000000] [A loss: 15009.669922, acc: 0.000000]\n",
"8087: [D loss: 3.914426, acc: 0.996094] [A loss: 15017.644531, acc: 0.000000]\n",
"8088: [D loss: 0.000000, acc: 1.000000] [A loss: 13353.995117, acc: 0.000000]\n",
"8089: [D loss: 5.628424, acc: 0.998047] [A loss: 12279.135742, acc: 0.000000]\n",
"8090: [D loss: 0.805405, acc: 0.998047] [A loss: 12122.457031, acc: 0.003906]\n",
"8091: [D loss: 1.513147, acc: 0.996094] [A loss: 13147.649414, acc: 0.000000]\n",
"8092: [D loss: 4.004039, acc: 0.996094] [A loss: 14217.747070, acc: 0.000000]\n",
"8093: [D loss: 0.000000, acc: 1.000000] [A loss: 11934.892578, acc: 0.000000]\n",
"8094: [D loss: 4.289131, acc: 0.996094] [A loss: 13388.275391, acc: 0.000000]\n",
"8095: [D loss: 2.153560, acc: 0.998047] [A loss: 12757.576172, acc: 0.003906]\n",
"8096: [D loss: 0.588783, acc: 0.998047] [A loss: 12587.718750, acc: 0.000000]\n",
"8097: [D loss: 4.110036, acc: 0.998047] [A loss: 12558.310547, acc: 0.000000]\n",
"8098: [D loss: 1.903062, acc: 0.998047] [A loss: 12263.507812, acc: 0.000000]\n",
"8099: [D loss: 0.000000, acc: 1.000000] [A loss: 9902.199219, acc: 0.003906]\n",
"8100: [D loss: 8.696021, acc: 0.992188] [A loss: 14959.906250, acc: 0.000000]\n",
"8101: [D loss: 0.000000, acc: 1.000000] [A loss: 12542.987305, acc: 0.000000]\n",
"8102: [D loss: 0.000000, acc: 1.000000] [A loss: 10104.264648, acc: 0.011719]\n",
"8103: [D loss: 10.387648, acc: 0.994141] [A loss: 14318.148438, acc: 0.000000]\n",
"8104: [D loss: 0.000000, acc: 1.000000] [A loss: 12185.482422, acc: 0.000000]\n",
"8105: [D loss: 0.000000, acc: 1.000000] [A loss: 10065.468750, acc: 0.003906]\n",
"8106: [D loss: 12.408622, acc: 0.986328] [A loss: 18349.812500, acc: 0.000000]\n",
"8107: [D loss: 0.000000, acc: 1.000000] [A loss: 15712.503906, acc: 0.000000]\n",
"8108: [D loss: 0.000000, acc: 1.000000] [A loss: 13605.273438, acc: 0.000000]\n",
"8109: [D loss: 3.058131, acc: 0.998047] [A loss: 13335.281250, acc: 0.003906]\n",
"8110: [D loss: 2.615342, acc: 0.998047] [A loss: 12566.482422, acc: 0.000000]\n",
"8111: [D loss: 1.704561, acc: 0.998047] [A loss: 11504.992188, acc: 0.000000]\n",
"8112: [D loss: 0.329712, acc: 0.998047] [A loss: 11764.424805, acc: 0.003906]\n",
"8113: [D loss: 3.261650, acc: 0.996094] [A loss: 14007.409180, acc: 0.000000]\n",
"8114: [D loss: 0.000000, acc: 1.000000] [A loss: 11175.646484, acc: 0.000000]\n",
"8115: [D loss: 0.000000, acc: 1.000000] [A loss: 9507.612305, acc: 0.015625]\n",
"8116: [D loss: 12.566452, acc: 0.982422] [A loss: 18674.505859, acc: 0.000000]\n",
"8117: [D loss: 0.000000, acc: 1.000000] [A loss: 16466.800781, acc: 0.000000]\n",
"8118: [D loss: 0.000000, acc: 1.000000] [A loss: 13596.324219, acc: 0.000000]\n",
"8119: [D loss: 0.000000, acc: 1.000000] [A loss: 11957.128906, acc: 0.000000]\n",
"8120: [D loss: 4.368345, acc: 0.998047] [A loss: 10811.904297, acc: 0.003906]\n",
"8121: [D loss: 7.844228, acc: 0.996094] [A loss: 12034.080078, acc: 0.000000]\n",
"8122: [D loss: 0.000000, acc: 1.000000] [A loss: 9937.319336, acc: 0.000000]\n",
"8123: [D loss: 21.358189, acc: 0.984375] [A loss: 17106.880859, acc: 0.000000]\n",
"8124: [D loss: 0.000000, acc: 1.000000] [A loss: 14770.682617, acc: 0.000000]\n",
"8125: [D loss: 2.485345, acc: 0.998047] [A loss: 14051.382812, acc: 0.000000]\n",
"8126: [D loss: 0.000000, acc: 1.000000] [A loss: 11669.755859, acc: 0.003906]\n",
"8127: [D loss: 7.441236, acc: 0.990234] [A loss: 16282.254883, acc: 0.000000]\n",
"8128: [D loss: 0.000000, acc: 1.000000] [A loss: 13877.066406, acc: 0.000000]\n",
"8129: [D loss: 0.901770, acc: 0.998047] [A loss: 12771.154297, acc: 0.003906]\n",
"8130: [D loss: 0.720763, acc: 0.998047] [A loss: 12000.825195, acc: 0.000000]\n",
"8131: [D loss: 0.945345, acc: 0.998047] [A loss: 11364.498047, acc: 0.003906]\n",
"8132: [D loss: 1.526160, acc: 0.998047] [A loss: 10827.450195, acc: 0.000000]\n",
"8133: [D loss: 12.720579, acc: 0.992188] [A loss: 14631.979492, acc: 0.000000]\n",
"8134: [D loss: 5.971118, acc: 0.998047] [A loss: 13066.493164, acc: 0.000000]\n",
"8135: [D loss: 0.000000, acc: 1.000000] [A loss: 11008.266602, acc: 0.007812]\n",
"8136: [D loss: 10.813003, acc: 0.998047] [A loss: 10632.413086, acc: 0.003906]\n",
"8137: [D loss: 3.067837, acc: 0.998047] [A loss: 10591.782227, acc: 0.007812]\n",
"8138: [D loss: 3.558495, acc: 0.998047] [A loss: 10511.556641, acc: 0.003906]\n",
"8139: [D loss: 5.140282, acc: 0.996094] [A loss: 11390.186523, acc: 0.007812]\n",
"8140: [D loss: 2.148354, acc: 0.998047] [A loss: 11474.269531, acc: 0.000000]\n",
"8141: [D loss: 2.772337, acc: 0.998047] [A loss: 11440.134766, acc: 0.000000]\n",
"8142: [D loss: 0.605498, acc: 0.998047] [A loss: 11108.712891, acc: 0.000000]\n",
"8143: [D loss: 1.533828, acc: 0.998047] [A loss: 11272.316406, acc: 0.000000]\n",
"8144: [D loss: 6.819556, acc: 0.992188] [A loss: 16503.507812, acc: 0.000000]\n",
"8145: [D loss: 0.000000, acc: 1.000000] [A loss: 13781.907227, acc: 0.000000]\n",
"8146: [D loss: 0.177277, acc: 0.998047] [A loss: 13893.611328, acc: 0.000000]\n",
"8147: [D loss: 0.171662, acc: 0.998047] [A loss: 14001.095703, acc: 0.000000]\n",
"8148: [D loss: 3.925395, acc: 0.998047] [A loss: 14253.284180, acc: 0.000000]\n",
"8149: [D loss: 0.000000, acc: 1.000000] [A loss: 11491.621094, acc: 0.003906]\n",
"8150: [D loss: 2.691754, acc: 0.998047] [A loss: 10980.535156, acc: 0.003906]\n",
"8151: [D loss: 5.160454, acc: 0.998047] [A loss: 11743.896484, acc: 0.000000]\n",
"8152: [D loss: 0.000000, acc: 1.000000] [A loss: 9824.171875, acc: 0.007812]\n",
"8153: [D loss: 29.715168, acc: 0.980469] [A loss: 19608.048828, acc: 0.000000]\n",
"8154: [D loss: 0.000000, acc: 1.000000] [A loss: 17549.326172, acc: 0.000000]\n",
"8155: [D loss: 0.000000, acc: 1.000000] [A loss: 14800.715820, acc: 0.000000]\n",
"8156: [D loss: 0.000000, acc: 1.000000] [A loss: 12680.707031, acc: 0.000000]\n",
"8157: [D loss: 4.173430, acc: 0.998047] [A loss: 11732.449219, acc: 0.003906]\n",
"8158: [D loss: 0.000000, acc: 1.000000] [A loss: 9448.815430, acc: 0.000000]\n",
"8159: [D loss: 21.045038, acc: 0.988281] [A loss: 15669.356445, acc: 0.000000]\n",
"8160: [D loss: 0.000000, acc: 1.000000] [A loss: 13086.437500, acc: 0.000000]\n",
"8161: [D loss: 0.000000, acc: 1.000000] [A loss: 10644.204102, acc: 0.007812]\n",
"8162: [D loss: 0.815477, acc: 0.996094] [A loss: 11997.499023, acc: 0.000000]\n",
"8163: [D loss: 7.091659, acc: 0.994141] [A loss: 14150.683594, acc: 0.000000]\n",
"8164: [D loss: 3.134043, acc: 0.998047] [A loss: 13282.638672, acc: 0.000000]\n",
"8165: [D loss: 0.000000, acc: 1.000000] [A loss: 11399.757812, acc: 0.000000]\n",
"8166: [D loss: 0.000000, acc: 1.000000] [A loss: 8931.865234, acc: 0.003906]\n",
"8167: [D loss: 14.794347, acc: 0.984375] [A loss: 17014.140625, acc: 0.000000]\n",
"8168: [D loss: 0.000000, acc: 1.000000] [A loss: 14375.719727, acc: 0.000000]\n",
"8169: [D loss: 0.436644, acc: 0.998047] [A loss: 13845.486328, acc: 0.000000]\n",
"8170: [D loss: 0.000000, acc: 1.000000] [A loss: 11558.163086, acc: 0.000000]\n",
"8171: [D loss: 15.961296, acc: 0.994141] [A loss: 13390.359375, acc: 0.000000]\n",
"8172: [D loss: 0.000000, acc: 1.000000] [A loss: 10979.808594, acc: 0.003906]\n",
"8173: [D loss: 3.529785, acc: 0.992188] [A loss: 14575.899414, acc: 0.000000]\n",
"8174: [D loss: 0.000000, acc: 1.000000] [A loss: 12439.139648, acc: 0.000000]\n",
"8175: [D loss: 0.000000, acc: 1.000000] [A loss: 10177.248047, acc: 0.000000]\n",
"8176: [D loss: 14.507985, acc: 0.990234] [A loss: 14911.335938, acc: 0.000000]\n",
"8177: [D loss: 0.000000, acc: 1.000000] [A loss: 12504.380859, acc: 0.000000]\n",
"8178: [D loss: 1.041856, acc: 0.998047] [A loss: 11262.196289, acc: 0.003906]\n",
"8179: [D loss: 4.113677, acc: 0.998047] [A loss: 11272.643555, acc: 0.003906]\n",
"8180: [D loss: 0.000000, acc: 1.000000] [A loss: 9321.289062, acc: 0.007812]\n",
"8181: [D loss: 28.406078, acc: 0.986328] [A loss: 15583.896484, acc: 0.000000]\n",
"8182: [D loss: 0.000000, acc: 1.000000] [A loss: 13651.176758, acc: 0.000000]\n",
"8183: [D loss: 0.000000, acc: 1.000000] [A loss: 11308.206055, acc: 0.000000]\n",
"8184: [D loss: 5.707613, acc: 0.994141] [A loss: 12759.039062, acc: 0.000000]\n",
"8185: [D loss: 1.190564, acc: 0.998047] [A loss: 12679.838867, acc: 0.000000]\n",
"8186: [D loss: 1.078994, acc: 0.998047] [A loss: 11807.520508, acc: 0.000000]\n",
"8187: [D loss: 0.673896, acc: 0.998047] [A loss: 11181.087891, acc: 0.000000]\n",
"8188: [D loss: 0.000000, acc: 1.000000] [A loss: 9178.242188, acc: 0.003906]\n",
"8189: [D loss: 14.295606, acc: 0.986328] [A loss: 15665.480469, acc: 0.000000]\n",
"8190: [D loss: 0.000000, acc: 1.000000] [A loss: 13746.791016, acc: 0.000000]\n",
"8191: [D loss: 0.709113, acc: 0.998047] [A loss: 12787.485352, acc: 0.003906]\n",
"8192: [D loss: 1.396874, acc: 0.998047] [A loss: 12323.984375, acc: 0.000000]\n",
"8193: [D loss: 0.495485, acc: 0.998047] [A loss: 11752.474609, acc: 0.000000]\n",
"8194: [D loss: 0.092097, acc: 0.998047] [A loss: 10911.441406, acc: 0.003906]\n",
"8195: [D loss: 2.261012, acc: 0.998047] [A loss: 10174.842773, acc: 0.000000]\n",
"8196: [D loss: 4.156031, acc: 0.996094] [A loss: 11411.471680, acc: 0.000000]\n",
"8197: [D loss: 1.572544, acc: 0.998047] [A loss: 11383.472656, acc: 0.000000]\n",
"8198: [D loss: 9.734823, acc: 0.992188] [A loss: 14909.391602, acc: 0.000000]\n",
"8199: [D loss: 0.000000, acc: 1.000000] [A loss: 12964.421875, acc: 0.000000]\n",
"8200: [D loss: 2.470971, acc: 0.998047] [A loss: 13286.949219, acc: 0.000000]\n",
"8201: [D loss: 0.000000, acc: 1.000000] [A loss: 10849.166992, acc: 0.000000]\n",
"8202: [D loss: 10.408392, acc: 0.990234] [A loss: 16387.164062, acc: 0.000000]\n",
"8203: [D loss: 0.000000, acc: 1.000000] [A loss: 13523.473633, acc: 0.000000]\n",
"8204: [D loss: 0.000000, acc: 1.000000] [A loss: 11663.479492, acc: 0.000000]\n",
"8205: [D loss: 5.828420, acc: 0.996094] [A loss: 12756.724609, acc: 0.003906]\n",
"8206: [D loss: 4.598839, acc: 0.996094] [A loss: 14573.934570, acc: 0.000000]\n",
"8207: [D loss: 0.000000, acc: 1.000000] [A loss: 12230.636719, acc: 0.003906]\n",
"8208: [D loss: 1.108333, acc: 0.996094] [A loss: 14649.692383, acc: 0.000000]\n",
"8209: [D loss: 0.000000, acc: 1.000000] [A loss: 11467.518555, acc: 0.000000]\n",
"8210: [D loss: 15.227260, acc: 0.992188] [A loss: 16326.782227, acc: 0.000000]\n",
"8211: [D loss: 0.000000, acc: 1.000000] [A loss: 14456.972656, acc: 0.000000]\n",
"8212: [D loss: 3.271241, acc: 0.998047] [A loss: 13938.666992, acc: 0.000000]\n",
"8213: [D loss: 0.000000, acc: 1.000000] [A loss: 11771.831055, acc: 0.000000]\n",
"8214: [D loss: 2.835700, acc: 0.996094] [A loss: 12999.394531, acc: 0.000000]\n",
"8215: [D loss: 0.000000, acc: 1.000000] [A loss: 11687.731445, acc: 0.000000]\n",
"8216: [D loss: 1.505610, acc: 0.998047] [A loss: 11558.237305, acc: 0.000000]\n",
"8217: [D loss: 8.848019, acc: 0.996094] [A loss: 13561.795898, acc: 0.000000]\n",
"8218: [D loss: 0.000000, acc: 1.000000] [A loss: 10953.591797, acc: 0.000000]\n",
"8219: [D loss: 13.207508, acc: 0.992188] [A loss: 16689.029297, acc: 0.000000]\n",
"8220: [D loss: 0.000000, acc: 1.000000] [A loss: 14436.643555, acc: 0.000000]\n",
"8221: [D loss: 0.000000, acc: 1.000000] [A loss: 11926.719727, acc: 0.003906]\n",
"8222: [D loss: 7.657151, acc: 0.996094] [A loss: 13780.243164, acc: 0.003906]\n",
"8223: [D loss: 0.000000, acc: 1.000000] [A loss: 12175.894531, acc: 0.000000]\n",
"8224: [D loss: 12.395801, acc: 0.990234] [A loss: 18369.019531, acc: 0.000000]\n",
"8225: [D loss: 0.000000, acc: 1.000000] [A loss: 16147.091797, acc: 0.000000]\n",
"8226: [D loss: 0.000000, acc: 1.000000] [A loss: 13854.401367, acc: 0.000000]\n",
"8227: [D loss: 0.081053, acc: 0.998047] [A loss: 13431.768555, acc: 0.000000]\n",
"8228: [D loss: 1.329335, acc: 0.998047] [A loss: 13694.908203, acc: 0.000000]\n",
"8229: [D loss: 0.000000, acc: 1.000000] [A loss: 11717.035156, acc: 0.000000]\n",
"8230: [D loss: 2.795855, acc: 0.998047] [A loss: 11119.380859, acc: 0.000000]\n",
"8231: [D loss: 4.909430, acc: 0.994141] [A loss: 15366.618164, acc: 0.000000]\n",
"8232: [D loss: 0.000000, acc: 1.000000] [A loss: 13128.991211, acc: 0.000000]\n",
"8233: [D loss: 3.094075, acc: 0.998047] [A loss: 13238.934570, acc: 0.000000]\n",
"8234: [D loss: 0.000000, acc: 1.000000] [A loss: 10835.931641, acc: 0.003906]\n",
"8235: [D loss: 9.280168, acc: 0.992188] [A loss: 15881.693359, acc: 0.000000]\n",
"8236: [D loss: 0.000000, acc: 1.000000] [A loss: 13934.051758, acc: 0.000000]\n",
"8237: [D loss: 0.000000, acc: 1.000000] [A loss: 11971.974609, acc: 0.000000]\n",
"8238: [D loss: 2.842608, acc: 0.998047] [A loss: 11824.412109, acc: 0.003906]\n",
"8239: [D loss: 1.614370, acc: 0.998047] [A loss: 12232.215820, acc: 0.000000]\n",
"8240: [D loss: 0.012706, acc: 0.998047] [A loss: 12070.364258, acc: 0.000000]\n",
"8241: [D loss: 0.000000, acc: 1.000000] [A loss: 9789.758789, acc: 0.007812]\n",
"8242: [D loss: 5.865054, acc: 0.996094] [A loss: 12238.115234, acc: 0.000000]\n",
"8243: [D loss: 4.878975, acc: 0.996094] [A loss: 14442.166016, acc: 0.000000]\n",
"8244: [D loss: 0.000000, acc: 1.000000] [A loss: 12792.423828, acc: 0.000000]\n",
"8245: [D loss: 0.000000, acc: 1.000000] [A loss: 10296.559570, acc: 0.003906]\n",
"8246: [D loss: 2.425198, acc: 0.998047] [A loss: 11353.312500, acc: 0.000000]\n",
"8247: [D loss: 4.422671, acc: 0.994141] [A loss: 16007.400391, acc: 0.000000]\n",
"8248: [D loss: 0.000000, acc: 1.000000] [A loss: 13570.145508, acc: 0.000000]\n",
"8249: [D loss: 0.475075, acc: 0.998047] [A loss: 13975.124023, acc: 0.000000]\n",
"8250: [D loss: 0.000000, acc: 1.000000] [A loss: 11856.644531, acc: 0.003906]\n",
"8251: [D loss: 0.375445, acc: 0.998047] [A loss: 12390.736328, acc: 0.000000]\n",
"8252: [D loss: 0.000000, acc: 1.000000] [A loss: 9995.736328, acc: 0.000000]\n",
"8253: [D loss: 3.315845, acc: 0.994141] [A loss: 14638.881836, acc: 0.000000]\n",
"8254: [D loss: 0.000000, acc: 1.000000] [A loss: 12456.520508, acc: 0.000000]\n",
"8255: [D loss: 0.000000, acc: 1.000000] [A loss: 10209.001953, acc: 0.000000]\n",
"8256: [D loss: 10.553646, acc: 0.996094] [A loss: 13262.173828, acc: 0.000000]\n",
"8257: [D loss: 1.093487, acc: 0.998047] [A loss: 13394.558594, acc: 0.000000]\n",
"8258: [D loss: 0.000000, acc: 1.000000] [A loss: 11664.576172, acc: 0.000000]\n",
"8259: [D loss: 6.013188, acc: 0.994141] [A loss: 16560.976562, acc: 0.000000]\n",
"8260: [D loss: 79.272858, acc: 0.998047] [A loss: 14181.702148, acc: 0.000000]\n",
"8261: [D loss: 0.096229, acc: 0.998047] [A loss: 12667.425781, acc: 0.000000]\n",
"8262: [D loss: 0.176682, acc: 0.998047] [A loss: 12178.262695, acc: 0.000000]\n",
"8263: [D loss: 1.060602, acc: 0.998047] [A loss: 11395.342773, acc: 0.000000]\n",
"8264: [D loss: 8.695528, acc: 0.992188] [A loss: 13800.015625, acc: 0.000000]\n",
"8265: [D loss: 0.000000, acc: 1.000000] [A loss: 11795.087891, acc: 0.000000]\n",
"8266: [D loss: 5.631509, acc: 0.996094] [A loss: 12007.156250, acc: 0.003906]\n",
"8267: [D loss: 7.768658, acc: 0.996094] [A loss: 12500.799805, acc: 0.000000]\n",
"8268: [D loss: 5.624053, acc: 0.996094] [A loss: 13134.826172, acc: 0.000000]\n",
"8269: [D loss: 3.010691, acc: 0.996094] [A loss: 13399.010742, acc: 0.000000]\n",
"8270: [D loss: 0.000000, acc: 1.000000] [A loss: 10804.236328, acc: 0.000000]\n",
"8271: [D loss: 3.254252, acc: 0.996094] [A loss: 11642.253906, acc: 0.000000]\n",
"8272: [D loss: 5.760597, acc: 0.996094] [A loss: 12112.058594, acc: 0.000000]\n",
"8273: [D loss: 4.163774, acc: 0.998047] [A loss: 10929.908203, acc: 0.000000]\n",
"8274: [D loss: 13.537757, acc: 0.992188] [A loss: 13881.083984, acc: 0.000000]\n",
"8275: [D loss: 0.000000, acc: 1.000000] [A loss: 11691.710938, acc: 0.000000]\n",
"8276: [D loss: 12.304663, acc: 0.988281] [A loss: 15077.679688, acc: 0.000000]\n",
"8277: [D loss: 0.000000, acc: 1.000000] [A loss: 12853.130859, acc: 0.000000]\n",
"8278: [D loss: 6.729132, acc: 0.996094] [A loss: 12804.250000, acc: 0.000000]\n",
"8279: [D loss: 0.000000, acc: 1.000000] [A loss: 10441.439453, acc: 0.003906]\n",
"8280: [D loss: 8.916717, acc: 0.994141] [A loss: 11878.953125, acc: 0.003906]\n",
"8281: [D loss: 3.612032, acc: 0.998047] [A loss: 10811.691406, acc: 0.003906]\n",
"8282: [D loss: 16.454483, acc: 0.984375] [A loss: 16338.226562, acc: 0.000000]\n",
"8283: [D loss: 0.000000, acc: 1.000000] [A loss: 13632.681641, acc: 0.000000]\n",
"8284: [D loss: 0.000000, acc: 1.000000] [A loss: 11248.589844, acc: 0.007812]\n",
"8285: [D loss: 2.592438, acc: 0.998047] [A loss: 9351.702148, acc: 0.003906]\n",
"8286: [D loss: 37.080124, acc: 0.980469] [A loss: 15592.181641, acc: 0.000000]\n",
"8287: [D loss: 0.000000, acc: 1.000000] [A loss: 13001.871094, acc: 0.000000]\n",
"8288: [D loss: 0.000000, acc: 1.000000] [A loss: 10107.506836, acc: 0.003906]\n",
"8289: [D loss: 15.000557, acc: 0.982422] [A loss: 16400.732422, acc: 0.000000]\n",
"8290: [D loss: 3.288645, acc: 0.998047] [A loss: 14218.407227, acc: 0.000000]\n",
"8291: [D loss: 0.000000, acc: 1.000000] [A loss: 11819.739258, acc: 0.000000]\n",
"8292: [D loss: 0.000000, acc: 1.000000] [A loss: 9000.252930, acc: 0.003906]\n",
"8293: [D loss: 41.780376, acc: 0.974609] [A loss: 16724.898438, acc: 0.000000]\n",
"8294: [D loss: 0.000000, acc: 1.000000] [A loss: 14421.015625, acc: 0.000000]\n",
"8295: [D loss: 9.702050, acc: 0.998047] [A loss: 12090.480469, acc: 0.000000]\n",
"8296: [D loss: 8.022590, acc: 0.998047] [A loss: 10378.631836, acc: 0.007812]\n",
"8297: [D loss: 12.393256, acc: 0.992188] [A loss: 11479.162109, acc: 0.000000]\n",
"8298: [D loss: 7.390352, acc: 0.996094] [A loss: 11397.845703, acc: 0.003906]\n",
"8299: [D loss: 10.190760, acc: 0.990234] [A loss: 13667.567383, acc: 0.000000]\n",
"8300: [D loss: 0.718638, acc: 0.998047] [A loss: 12242.895508, acc: 0.003906]\n",
"8301: [D loss: 12.898519, acc: 0.994141] [A loss: 13352.774414, acc: 0.000000]\n",
"8302: [D loss: 6.312135, acc: 0.996094] [A loss: 12941.466797, acc: 0.003906]\n",
"8303: [D loss: 2.254678, acc: 0.996094] [A loss: 11960.005859, acc: 0.000000]\n",
"8304: [D loss: 3.899372, acc: 0.994141] [A loss: 13146.796875, acc: 0.000000]\n",
"8305: [D loss: 0.000000, acc: 1.000000] [A loss: 10355.080078, acc: 0.011719]\n",
"8306: [D loss: 25.145187, acc: 0.988281] [A loss: 14935.201172, acc: 0.000000]\n",
"8307: [D loss: 0.000000, acc: 1.000000] [A loss: 12471.529297, acc: 0.000000]\n",
"8308: [D loss: 1.112125, acc: 0.998047] [A loss: 10665.136719, acc: 0.003906]\n",
"8309: [D loss: 14.949397, acc: 0.984375] [A loss: 17346.615234, acc: 0.000000]\n",
"8310: [D loss: 0.000000, acc: 1.000000] [A loss: 14709.092773, acc: 0.000000]\n",
"8311: [D loss: 0.000000, acc: 1.000000] [A loss: 12027.983398, acc: 0.000000]\n",
"8312: [D loss: 18.414652, acc: 0.992188] [A loss: 13728.004883, acc: 0.000000]\n",
"8313: [D loss: 2.255593, acc: 0.998047] [A loss: 13115.036133, acc: 0.000000]\n",
"8314: [D loss: 2.349424, acc: 0.998047] [A loss: 11988.463867, acc: 0.000000]\n",
"8315: [D loss: 0.000000, acc: 1.000000] [A loss: 9092.735352, acc: 0.007812]\n",
"8316: [D loss: 40.737682, acc: 0.966797] [A loss: 20515.751953, acc: 0.000000]\n",
"8317: [D loss: 0.000000, acc: 1.000000] [A loss: 18040.021484, acc: 0.000000]\n",
"8318: [D loss: 0.000000, acc: 1.000000] [A loss: 15016.491211, acc: 0.000000]\n",
"8319: [D loss: 3.769472, acc: 0.998047] [A loss: 13309.341797, acc: 0.000000]\n",
"8320: [D loss: 1.466043, acc: 0.996094] [A loss: 12606.364258, acc: 0.000000]\n",
"8321: [D loss: 8.377778, acc: 0.992188] [A loss: 13320.572266, acc: 0.000000]\n",
"8322: [D loss: 3.516608, acc: 0.996094] [A loss: 13420.949219, acc: 0.000000]\n",
"8323: [D loss: 0.000000, acc: 1.000000] [A loss: 10778.622070, acc: 0.003906]\n",
"8324: [D loss: 19.148762, acc: 0.990234] [A loss: 14033.384766, acc: 0.000000]\n",
"8325: [D loss: 0.000000, acc: 1.000000] [A loss: 11223.092773, acc: 0.003906]\n",
"8326: [D loss: 9.046508, acc: 0.990234] [A loss: 13969.974609, acc: 0.000000]\n",
"8327: [D loss: 3.680903, acc: 0.996094] [A loss: 14023.707031, acc: 0.000000]\n",
"8328: [D loss: 0.000000, acc: 1.000000] [A loss: 11183.917969, acc: 0.000000]\n",
"8329: [D loss: 3.455615, acc: 0.998047] [A loss: 10026.613281, acc: 0.003906]\n",
"8330: [D loss: 35.586327, acc: 0.980469] [A loss: 17768.050781, acc: 0.000000]\n",
"8331: [D loss: 0.000000, acc: 1.000000] [A loss: 15303.185547, acc: 0.000000]\n",
"8332: [D loss: 0.000000, acc: 1.000000] [A loss: 12705.027344, acc: 0.000000]\n",
"8333: [D loss: 6.856375, acc: 0.996094] [A loss: 12310.174805, acc: 0.000000]\n",
"8334: [D loss: 3.354509, acc: 0.998047] [A loss: 10609.674805, acc: 0.000000]\n",
"8335: [D loss: 34.600929, acc: 0.980469] [A loss: 18403.390625, acc: 0.000000]\n",
"8336: [D loss: 0.000000, acc: 1.000000] [A loss: 15909.062500, acc: 0.000000]\n",
"8337: [D loss: 3.231901, acc: 0.998047] [A loss: 13424.158203, acc: 0.000000]\n",
"8338: [D loss: 0.876386, acc: 0.998047] [A loss: 12762.808594, acc: 0.003906]\n",
"8339: [D loss: 0.445492, acc: 0.996094] [A loss: 12410.024414, acc: 0.000000]\n",
"8340: [D loss: 3.553769, acc: 0.998047] [A loss: 11110.316406, acc: 0.007812]\n",
"8341: [D loss: 10.585618, acc: 0.990234] [A loss: 14891.232422, acc: 0.000000]\n",
"8342: [D loss: 0.246257, acc: 0.998047] [A loss: 13213.208984, acc: 0.003906]\n",
"8343: [D loss: 8.141353, acc: 0.998047] [A loss: 12351.146484, acc: 0.000000]\n",
"8344: [D loss: 14.090527, acc: 0.990234] [A loss: 16651.818359, acc: 0.000000]\n",
"8345: [D loss: 0.000000, acc: 1.000000] [A loss: 13673.982422, acc: 0.000000]\n",
"8346: [D loss: 4.839268, acc: 0.996094] [A loss: 13879.470703, acc: 0.000000]\n",
"8347: [D loss: 0.750222, acc: 0.996094] [A loss: 13994.307617, acc: 0.000000]\n",
"8348: [D loss: 0.000000, acc: 1.000000] [A loss: 11546.636719, acc: 0.000000]\n",
"8349: [D loss: 1.291094, acc: 0.994141] [A loss: 13441.766602, acc: 0.000000]\n",
"8350: [D loss: 0.000000, acc: 1.000000] [A loss: 11456.467773, acc: 0.003906]\n",
"8351: [D loss: 13.739394, acc: 0.992188] [A loss: 14554.935547, acc: 0.000000]\n",
"8352: [D loss: 2.096190, acc: 0.996094] [A loss: 15439.630859, acc: 0.000000]\n",
"8353: [D loss: 0.000000, acc: 1.000000] [A loss: 13333.085938, acc: 0.003906]\n",
"8354: [D loss: 2.414788, acc: 0.994141] [A loss: 14739.232422, acc: 0.000000]\n",
"8355: [D loss: 3.702914, acc: 0.998047] [A loss: 14951.630859, acc: 0.000000]\n",
"8356: [D loss: 0.000000, acc: 1.000000] [A loss: 11922.421875, acc: 0.003906]\n",
"8357: [D loss: 0.000000, acc: 1.000000] [A loss: 9235.185547, acc: 0.011719]\n",
"8358: [D loss: 44.981140, acc: 0.982422] [A loss: 18125.265625, acc: 0.000000]\n",
"8359: [D loss: 0.000000, acc: 1.000000] [A loss: 15759.925781, acc: 0.000000]\n",
"8360: [D loss: 0.000000, acc: 1.000000] [A loss: 13826.947266, acc: 0.003906]\n",
"8361: [D loss: 5.803142, acc: 0.996094] [A loss: 13320.595703, acc: 0.003906]\n",
"8362: [D loss: 0.000000, acc: 1.000000] [A loss: 11557.567383, acc: 0.000000]\n",
"8363: [D loss: 0.000000, acc: 1.000000] [A loss: 8775.879883, acc: 0.000000]\n",
"8364: [D loss: 48.475147, acc: 0.974609] [A loss: 19223.787109, acc: 0.000000]\n",
"8365: [D loss: 0.000000, acc: 1.000000] [A loss: 16677.833984, acc: 0.000000]\n",
"8366: [D loss: 0.000000, acc: 1.000000] [A loss: 13755.765625, acc: 0.000000]\n",
"8367: [D loss: 0.000000, acc: 1.000000] [A loss: 11616.122070, acc: 0.003906]\n",
"8368: [D loss: 14.082512, acc: 0.988281] [A loss: 15861.534180, acc: 0.000000]\n",
"8369: [D loss: 0.000000, acc: 1.000000] [A loss: 12665.851562, acc: 0.000000]\n",
"8370: [D loss: 1.982394, acc: 0.996094] [A loss: 12756.141602, acc: 0.000000]\n",
"8371: [D loss: 0.000000, acc: 1.000000] [A loss: 10270.844727, acc: 0.011719]\n",
"8372: [D loss: 16.742369, acc: 0.988281] [A loss: 15036.554688, acc: 0.000000]\n",
"8373: [D loss: 0.000000, acc: 1.000000] [A loss: 12328.069336, acc: 0.003906]\n",
"8374: [D loss: 2.347250, acc: 0.996094] [A loss: 11690.349609, acc: 0.000000]\n",
"8375: [D loss: 14.966633, acc: 0.994141] [A loss: 13790.723633, acc: 0.000000]\n",
"8376: [D loss: 0.000000, acc: 1.000000] [A loss: 10908.492188, acc: 0.000000]\n",
"8377: [D loss: 30.991932, acc: 0.978516] [A loss: 20066.187500, acc: 0.000000]\n",
"8378: [D loss: 0.000000, acc: 1.000000] [A loss: 17498.685547, acc: 0.000000]\n",
"8379: [D loss: 0.000000, acc: 1.000000] [A loss: 15326.041016, acc: 0.000000]\n",
"8380: [D loss: 0.000000, acc: 1.000000] [A loss: 11990.830078, acc: 0.000000]\n",
"8381: [D loss: 14.094196, acc: 0.996094] [A loss: 12295.555664, acc: 0.000000]\n",
"8382: [D loss: 2.707327, acc: 0.994141] [A loss: 12841.551758, acc: 0.000000]\n",
"8383: [D loss: 0.000000, acc: 1.000000] [A loss: 10963.984375, acc: 0.011719]\n",
"8384: [D loss: 14.384459, acc: 0.986328] [A loss: 16962.132812, acc: 0.000000]\n",
"8385: [D loss: 0.000000, acc: 1.000000] [A loss: 14754.775391, acc: 0.000000]\n",
"8386: [D loss: 4.014590, acc: 0.998047] [A loss: 12694.052734, acc: 0.000000]\n",
"8387: [D loss: 19.261623, acc: 0.990234] [A loss: 16633.359375, acc: 0.000000]\n",
"8388: [D loss: 0.000000, acc: 1.000000] [A loss: 13778.030273, acc: 0.000000]\n",
"8389: [D loss: 8.125511, acc: 0.994141] [A loss: 15318.585938, acc: 0.000000]\n",
"8390: [D loss: 6.872605, acc: 0.996094] [A loss: 14924.794922, acc: 0.000000]\n",
"8391: [D loss: 0.000000, acc: 1.000000] [A loss: 13199.397461, acc: 0.000000]\n",
"8392: [D loss: 3.958945, acc: 0.998047] [A loss: 12061.436523, acc: 0.000000]\n",
"8393: [D loss: 3.393612, acc: 0.996094] [A loss: 12717.736328, acc: 0.000000]\n",
"8394: [D loss: 0.000000, acc: 1.000000] [A loss: 10022.320312, acc: 0.007812]\n",
"8395: [D loss: 29.363991, acc: 0.986328] [A loss: 16942.101562, acc: 0.000000]\n",
"8396: [D loss: 0.000000, acc: 1.000000] [A loss: 14497.431641, acc: 0.000000]\n",
"8397: [D loss: 0.000000, acc: 1.000000] [A loss: 11997.708008, acc: 0.003906]\n",
"8398: [D loss: 1.381367, acc: 0.998047] [A loss: 11184.200195, acc: 0.007812]\n",
"8399: [D loss: 7.014969, acc: 0.992188] [A loss: 14781.730469, acc: 0.000000]\n",
"8400: [D loss: 0.000000, acc: 1.000000] [A loss: 11972.709961, acc: 0.000000]\n",
"8401: [D loss: 2.356306, acc: 0.998047] [A loss: 11572.764648, acc: 0.000000]\n",
"8402: [D loss: 0.000000, acc: 1.000000] [A loss: 9070.532227, acc: 0.007812]\n",
"8403: [D loss: 31.290903, acc: 0.982422] [A loss: 18110.498047, acc: 0.000000]\n",
"8404: [D loss: 0.198906, acc: 0.998047] [A loss: 16277.546875, acc: 0.000000]\n",
"8405: [D loss: 0.000000, acc: 1.000000] [A loss: 13855.901367, acc: 0.000000]\n",
"8406: [D loss: 1.691341, acc: 0.998047] [A loss: 12779.798828, acc: 0.000000]\n",
"8407: [D loss: 3.980734, acc: 0.998047] [A loss: 11583.721680, acc: 0.000000]\n",
"8408: [D loss: 0.000000, acc: 1.000000] [A loss: 9311.750000, acc: 0.015625]\n",
"8409: [D loss: 16.704370, acc: 0.988281] [A loss: 15320.873047, acc: 0.000000]\n",
"8410: [D loss: 0.000000, acc: 1.000000] [A loss: 12837.068359, acc: 0.000000]\n",
"8411: [D loss: 3.256985, acc: 0.994141] [A loss: 14224.520508, acc: 0.000000]\n",
"8412: [D loss: 0.064829, acc: 0.998047] [A loss: 13568.269531, acc: 0.000000]\n",
"8413: [D loss: 0.000000, acc: 1.000000] [A loss: 11041.525391, acc: 0.000000]\n",
"8414: [D loss: 22.608932, acc: 0.988281] [A loss: 17460.109375, acc: 0.000000]\n",
"8415: [D loss: 0.000000, acc: 1.000000] [A loss: 15237.093750, acc: 0.000000]\n",
"8416: [D loss: 0.000000, acc: 1.000000] [A loss: 12184.019531, acc: 0.000000]\n",
"8417: [D loss: 5.823754, acc: 0.994141] [A loss: 14519.492188, acc: 0.000000]\n",
"8418: [D loss: 1.302620, acc: 0.996094] [A loss: 15132.912109, acc: 0.000000]\n",
"8419: [D loss: 0.168523, acc: 0.998047] [A loss: 13957.576172, acc: 0.000000]\n",
"8420: [D loss: 0.181808, acc: 0.998047] [A loss: 13139.811523, acc: 0.000000]\n",
"8421: [D loss: 1.292091, acc: 0.996094] [A loss: 15011.565430, acc: 0.000000]\n",
"8422: [D loss: 0.000000, acc: 1.000000] [A loss: 12228.760742, acc: 0.000000]\n",
"8423: [D loss: 1.494244, acc: 0.998047] [A loss: 11615.273438, acc: 0.000000]\n",
"8424: [D loss: 3.646111, acc: 0.994141] [A loss: 14749.935547, acc: 0.000000]\n",
"8425: [D loss: 0.000000, acc: 1.000000] [A loss: 12298.716797, acc: 0.000000]\n",
"8426: [D loss: 2.510864, acc: 0.998047] [A loss: 12066.540039, acc: 0.007812]\n",
"8427: [D loss: 2.675480, acc: 0.998047] [A loss: 11677.589844, acc: 0.011719]\n",
"8428: [D loss: 13.471928, acc: 0.994141] [A loss: 14993.571289, acc: 0.000000]\n",
"8429: [D loss: 0.000000, acc: 1.000000] [A loss: 12045.244141, acc: 0.003906]\n",
"8430: [D loss: 1.377008, acc: 0.998047] [A loss: 12403.698242, acc: 0.000000]\n",
"8431: [D loss: 6.048223, acc: 0.996094] [A loss: 13766.499023, acc: 0.000000]\n",
"8432: [D loss: 4.500275, acc: 0.998047] [A loss: 14157.615234, acc: 0.000000]\n",
"8433: [D loss: 3.952430, acc: 0.998047] [A loss: 13912.458984, acc: 0.000000]\n",
"8434: [D loss: 0.000000, acc: 1.000000] [A loss: 11894.699219, acc: 0.000000]\n",
"8435: [D loss: 19.500851, acc: 0.992188] [A loss: 17699.496094, acc: 0.000000]\n",
"8436: [D loss: 0.000000, acc: 1.000000] [A loss: 14465.167969, acc: 0.000000]\n",
"8437: [D loss: 0.000000, acc: 1.000000] [A loss: 12304.572266, acc: 0.000000]\n",
"8438: [D loss: 5.527498, acc: 0.998047] [A loss: 12685.802734, acc: 0.000000]\n",
"8439: [D loss: 2.281662, acc: 0.996094] [A loss: 14587.206055, acc: 0.000000]\n",
"8440: [D loss: 5.746073, acc: 0.996094] [A loss: 16411.369141, acc: 0.000000]\n",
"8441: [D loss: 0.506360, acc: 0.998047] [A loss: 16824.839844, acc: 0.000000]\n",
"8442: [D loss: 0.000000, acc: 1.000000] [A loss: 14005.617188, acc: 0.000000]\n",
"8443: [D loss: 7.864493, acc: 0.996094] [A loss: 16631.810547, acc: 0.000000]\n",
"8444: [D loss: 0.000000, acc: 1.000000] [A loss: 14308.933594, acc: 0.000000]\n",
"8445: [D loss: 1.318680, acc: 0.996094] [A loss: 17364.845703, acc: 0.000000]\n",
"8446: [D loss: 0.000000, acc: 1.000000] [A loss: 14562.753906, acc: 0.000000]\n",
"8447: [D loss: 1.849896, acc: 0.998047] [A loss: 14651.905273, acc: 0.000000]\n",
"8448: [D loss: 3.611179, acc: 0.998047] [A loss: 14945.465820, acc: 0.000000]\n",
"8449: [D loss: 0.897635, acc: 0.998047] [A loss: 15929.218750, acc: 0.000000]\n",
"8450: [D loss: 0.000000, acc: 1.000000] [A loss: 13288.022461, acc: 0.000000]\n",
"8451: [D loss: 2.080149, acc: 0.998047] [A loss: 13747.479492, acc: 0.000000]\n",
"8452: [D loss: 0.000000, acc: 1.000000] [A loss: 11891.044922, acc: 0.003906]\n",
"8453: [D loss: 18.988674, acc: 0.988281] [A loss: 21396.914062, acc: 0.000000]\n",
"8454: [D loss: 0.000000, acc: 1.000000] [A loss: 18763.458984, acc: 0.000000]\n",
"8455: [D loss: 0.000000, acc: 1.000000] [A loss: 15908.397461, acc: 0.000000]\n",
"8456: [D loss: 0.000000, acc: 1.000000] [A loss: 12984.242188, acc: 0.000000]\n",
"8457: [D loss: 0.000000, acc: 1.000000] [A loss: 11170.816406, acc: 0.007812]\n",
"8458: [D loss: 9.111598, acc: 0.996094] [A loss: 14620.016602, acc: 0.000000]\n",
"8459: [D loss: 0.804867, acc: 0.998047] [A loss: 14423.737305, acc: 0.000000]\n",
"8460: [D loss: 0.000000, acc: 1.000000] [A loss: 11304.458008, acc: 0.000000]\n",
"8461: [D loss: 25.871658, acc: 0.986328] [A loss: 21606.011719, acc: 0.000000]\n",
"8462: [D loss: 0.000000, acc: 1.000000] [A loss: 18819.960938, acc: 0.000000]\n",
"8463: [D loss: 0.000000, acc: 1.000000] [A loss: 16481.169922, acc: 0.000000]\n",
"8464: [D loss: 0.000000, acc: 1.000000] [A loss: 13234.286133, acc: 0.000000]\n",
"8465: [D loss: 0.039192, acc: 0.998047] [A loss: 13049.906250, acc: 0.000000]\n",
"8466: [D loss: 0.000000, acc: 1.000000] [A loss: 10746.111328, acc: 0.007812]\n",
"8467: [D loss: 14.585686, acc: 0.990234] [A loss: 17254.708984, acc: 0.000000]\n",
"8468: [D loss: 0.000000, acc: 1.000000] [A loss: 14498.290039, acc: 0.000000]\n",
"8469: [D loss: 1.843834, acc: 0.998047] [A loss: 15060.935547, acc: 0.000000]\n",
"8470: [D loss: 0.000000, acc: 1.000000] [A loss: 11197.574219, acc: 0.003906]\n",
"8471: [D loss: 8.834805, acc: 0.996094] [A loss: 13614.730469, acc: 0.000000]\n",
"8472: [D loss: 3.888518, acc: 0.996094] [A loss: 14904.453125, acc: 0.000000]\n",
"8473: [D loss: 1.379886, acc: 0.998047] [A loss: 14753.499023, acc: 0.000000]\n",
"8474: [D loss: 4.364459, acc: 0.996094] [A loss: 16977.976562, acc: 0.000000]\n",
"8475: [D loss: 0.000000, acc: 1.000000] [A loss: 14328.591797, acc: 0.000000]\n",
"8476: [D loss: 2.281884, acc: 0.998047] [A loss: 14663.523438, acc: 0.000000]\n",
"8477: [D loss: 0.000000, acc: 1.000000] [A loss: 11094.558594, acc: 0.000000]\n",
"8478: [D loss: 7.756094, acc: 0.990234] [A loss: 19136.769531, acc: 0.000000]\n",
"8479: [D loss: 0.000000, acc: 1.000000] [A loss: 16770.671875, acc: 0.000000]\n",
"8480: [D loss: 0.000000, acc: 1.000000] [A loss: 13834.053711, acc: 0.003906]\n",
"8481: [D loss: 4.590755, acc: 0.996094] [A loss: 15759.171875, acc: 0.000000]\n",
"8482: [D loss: 0.000000, acc: 1.000000] [A loss: 13676.438477, acc: 0.000000]\n",
"8483: [D loss: 14.981339, acc: 0.990234] [A loss: 20664.566406, acc: 0.000000]\n",
"8484: [D loss: 0.000000, acc: 1.000000] [A loss: 17477.337891, acc: 0.000000]\n",
"8485: [D loss: 0.000000, acc: 1.000000] [A loss: 15081.445312, acc: 0.000000]\n",
"8486: [D loss: 12.390579, acc: 0.994141] [A loss: 18343.128906, acc: 0.000000]\n",
"8487: [D loss: 0.000000, acc: 1.000000] [A loss: 15902.917969, acc: 0.000000]\n",
"8488: [D loss: 0.000000, acc: 1.000000] [A loss: 13134.204102, acc: 0.000000]\n",
"8489: [D loss: 1.102525, acc: 0.998047] [A loss: 13425.646484, acc: 0.003906]\n",
"8490: [D loss: 9.862804, acc: 0.996094] [A loss: 14608.131836, acc: 0.000000]\n",
"8491: [D loss: 0.000000, acc: 1.000000] [A loss: 12529.205078, acc: 0.003906]\n",
"8492: [D loss: 9.461842, acc: 0.994141] [A loss: 16313.774414, acc: 0.000000]\n",
"8493: [D loss: 0.000000, acc: 1.000000] [A loss: 13952.837891, acc: 0.000000]\n",
"8494: [D loss: 0.000000, acc: 1.000000] [A loss: 11743.685547, acc: 0.003906]\n",
"8495: [D loss: 20.820353, acc: 0.986328] [A loss: 20795.710938, acc: 0.000000]\n",
"8496: [D loss: 0.000000, acc: 1.000000] [A loss: 18016.068359, acc: 0.000000]\n",
"8497: [D loss: 0.000000, acc: 1.000000] [A loss: 15041.789062, acc: 0.000000]\n",
"8498: [D loss: 0.000000, acc: 1.000000] [A loss: 13410.681641, acc: 0.000000]\n",
"8499: [D loss: 1.148748, acc: 0.998047] [A loss: 12978.421875, acc: 0.000000]\n",
"8500: [D loss: 4.484782, acc: 0.998047] [A loss: 12947.130859, acc: 0.000000]\n",
"8501: [D loss: 16.126415, acc: 0.996094] [A loss: 14893.667969, acc: 0.000000]\n",
"8502: [D loss: 4.403826, acc: 0.998047] [A loss: 14365.557617, acc: 0.000000]\n",
"8503: [D loss: 0.000000, acc: 1.000000] [A loss: 11246.584961, acc: 0.000000]\n",
"8504: [D loss: 3.152243, acc: 0.994141] [A loss: 15434.345703, acc: 0.000000]\n",
"8505: [D loss: 1.732220, acc: 0.998047] [A loss: 15490.463867, acc: 0.000000]\n",
"8506: [D loss: 0.000000, acc: 1.000000] [A loss: 12907.913086, acc: 0.000000]\n",
"8507: [D loss: 7.041076, acc: 0.996094] [A loss: 15131.713867, acc: 0.000000]\n",
"8508: [D loss: 2.803431, acc: 0.998047] [A loss: 15418.458984, acc: 0.000000]\n",
"8509: [D loss: 2.890450, acc: 0.998047] [A loss: 15154.808594, acc: 0.000000]\n",
"8510: [D loss: 0.000000, acc: 1.000000] [A loss: 12863.479492, acc: 0.003906]\n",
"8511: [D loss: 2.921326, acc: 0.996094] [A loss: 15886.907227, acc: 0.000000]\n",
"8512: [D loss: 0.000000, acc: 1.000000] [A loss: 13652.497070, acc: 0.000000]\n",
"8513: [D loss: 4.097162, acc: 0.998047] [A loss: 13288.627930, acc: 0.003906]\n",
"8514: [D loss: 6.235017, acc: 0.998047] [A loss: 13302.944336, acc: 0.000000]\n",
"8515: [D loss: 0.587239, acc: 0.998047] [A loss: 14090.580078, acc: 0.000000]\n",
"8516: [D loss: 15.559837, acc: 0.992188] [A loss: 21428.505859, acc: 0.000000]\n",
"8517: [D loss: 0.000000, acc: 1.000000] [A loss: 18346.675781, acc: 0.000000]\n",
"8518: [D loss: 0.000000, acc: 1.000000] [A loss: 15563.449219, acc: 0.000000]\n",
"8519: [D loss: 0.000000, acc: 1.000000] [A loss: 13334.333008, acc: 0.000000]\n",
"8520: [D loss: 9.612478, acc: 0.994141] [A loss: 18103.402344, acc: 0.000000]\n",
"8521: [D loss: 0.000000, acc: 1.000000] [A loss: 15859.581055, acc: 0.000000]\n",
"8522: [D loss: 1.928682, acc: 0.998047] [A loss: 16135.221680, acc: 0.000000]\n",
"8523: [D loss: 0.979664, acc: 0.998047] [A loss: 15510.409180, acc: 0.000000]\n",
"8524: [D loss: 0.000000, acc: 1.000000] [A loss: 13424.541016, acc: 0.000000]\n",
"8525: [D loss: 0.000000, acc: 1.000000] [A loss: 11042.905273, acc: 0.003906]\n",
"8526: [D loss: 11.155550, acc: 0.988281] [A loss: 20694.523438, acc: 0.000000]\n",
"8527: [D loss: 0.000000, acc: 1.000000] [A loss: 18246.818359, acc: 0.000000]\n",
"8528: [D loss: 0.000000, acc: 1.000000] [A loss: 15249.041016, acc: 0.000000]\n",
"8529: [D loss: 0.000000, acc: 1.000000] [A loss: 12539.000977, acc: 0.003906]\n",
"8530: [D loss: 2.804819, acc: 0.998047] [A loss: 12266.216797, acc: 0.000000]\n",
"8531: [D loss: 7.670063, acc: 0.996094] [A loss: 15020.931641, acc: 0.000000]\n",
"8532: [D loss: 3.356490, acc: 0.996094] [A loss: 17430.583984, acc: 0.000000]\n",
"8533: [D loss: 0.000000, acc: 1.000000] [A loss: 15206.798828, acc: 0.000000]\n",
"8534: [D loss: 0.000000, acc: 1.000000] [A loss: 11979.241211, acc: 0.003906]\n",
"8535: [D loss: 13.190097, acc: 0.992188] [A loss: 18661.195312, acc: 0.000000]\n",
"8536: [D loss: 0.000000, acc: 1.000000] [A loss: 15939.788086, acc: 0.000000]\n",
"8537: [D loss: 0.000000, acc: 1.000000] [A loss: 13596.554688, acc: 0.000000]\n",
"8538: [D loss: 4.315259, acc: 0.998047] [A loss: 13520.023438, acc: 0.000000]\n",
"8539: [D loss: 1.788655, acc: 0.998047] [A loss: 13534.727539, acc: 0.000000]\n",
"8540: [D loss: 0.000000, acc: 1.000000] [A loss: 11667.588867, acc: 0.007812]\n",
"8541: [D loss: 8.062092, acc: 0.994141] [A loss: 16117.171875, acc: 0.000000]\n",
"8542: [D loss: 0.000000, acc: 1.000000] [A loss: 13630.603516, acc: 0.000000]\n",
"8543: [D loss: 0.385041, acc: 0.998047] [A loss: 13529.419922, acc: 0.000000]\n",
"8544: [D loss: 0.385078, acc: 0.998047] [A loss: 13997.828125, acc: 0.000000]\n",
"8545: [D loss: 0.000000, acc: 1.000000] [A loss: 11607.078125, acc: 0.003906]\n",
"8546: [D loss: 7.667890, acc: 0.990234] [A loss: 20236.097656, acc: 0.000000]\n",
"8547: [D loss: 0.000000, acc: 1.000000] [A loss: 17454.968750, acc: 0.000000]\n",
"8548: [D loss: 0.000000, acc: 1.000000] [A loss: 14624.037109, acc: 0.000000]\n",
"8549: [D loss: 0.000000, acc: 1.000000] [A loss: 12310.539062, acc: 0.003906]\n",
"8550: [D loss: 1.397310, acc: 0.998047] [A loss: 12692.622070, acc: 0.000000]\n",
"8551: [D loss: 19.012135, acc: 0.990234] [A loss: 19695.945312, acc: 0.000000]\n",
"8552: [D loss: 0.000000, acc: 1.000000] [A loss: 16546.613281, acc: 0.000000]\n",
"8553: [D loss: 0.000000, acc: 1.000000] [A loss: 13888.925781, acc: 0.000000]\n",
"8554: [D loss: 1.651370, acc: 0.996094] [A loss: 16202.121094, acc: 0.000000]\n",
"8555: [D loss: 0.000000, acc: 1.000000] [A loss: 14007.776367, acc: 0.003906]\n",
"8556: [D loss: 0.643221, acc: 0.998047] [A loss: 13610.033203, acc: 0.000000]\n",
"8557: [D loss: 0.000000, acc: 1.000000] [A loss: 11363.499023, acc: 0.011719]\n",
"8558: [D loss: 21.028881, acc: 0.990234] [A loss: 18757.386719, acc: 0.000000]\n",
"8559: [D loss: 0.000000, acc: 1.000000] [A loss: 16214.163086, acc: 0.003906]\n",
"8560: [D loss: 0.000000, acc: 1.000000] [A loss: 13329.308594, acc: 0.000000]\n",
"8561: [D loss: 1.594327, acc: 0.998047] [A loss: 13306.807617, acc: 0.000000]\n",
"8562: [D loss: 0.000000, acc: 1.000000] [A loss: 10719.570312, acc: 0.003906]\n",
"8563: [D loss: 14.814476, acc: 0.990234] [A loss: 18081.085938, acc: 0.000000]\n",
"8564: [D loss: 0.000000, acc: 1.000000] [A loss: 15344.871094, acc: 0.000000]\n",
"8565: [D loss: 0.386446, acc: 0.998047] [A loss: 15157.691406, acc: 0.003906]\n",
"8566: [D loss: 0.001342, acc: 1.000000] [A loss: 13899.185547, acc: 0.000000]\n",
"8567: [D loss: 12.856682, acc: 0.994141] [A loss: 17024.554688, acc: 0.000000]\n",
"8568: [D loss: 0.000000, acc: 1.000000] [A loss: 15019.728516, acc: 0.000000]\n",
"8569: [D loss: 4.508963, acc: 0.996094] [A loss: 16912.296875, acc: 0.000000]\n",
"8570: [D loss: 0.000000, acc: 1.000000] [A loss: 14038.735352, acc: 0.000000]\n",
"8571: [D loss: 0.000000, acc: 1.000000] [A loss: 11735.353516, acc: 0.000000]\n",
"8572: [D loss: 16.769417, acc: 0.990234] [A loss: 18710.982422, acc: 0.000000]\n",
"8573: [D loss: 0.000000, acc: 1.000000] [A loss: 15993.265625, acc: 0.003906]\n",
"8574: [D loss: 0.000000, acc: 1.000000] [A loss: 13463.044922, acc: 0.000000]\n",
"8575: [D loss: 1.528524, acc: 0.998047] [A loss: 13287.767578, acc: 0.000000]\n",
"8576: [D loss: 0.000000, acc: 1.000000] [A loss: 11064.808594, acc: 0.007812]\n",
"8577: [D loss: 2.180640, acc: 0.996094] [A loss: 13178.791992, acc: 0.003906]\n",
"8578: [D loss: 0.000000, acc: 1.000000] [A loss: 11040.058594, acc: 0.000000]\n",
"8579: [D loss: 33.042744, acc: 0.986328] [A loss: 20535.445312, acc: 0.000000]\n",
"8580: [D loss: 0.000000, acc: 1.000000] [A loss: 17811.523438, acc: 0.000000]\n",
"8581: [D loss: 0.000000, acc: 1.000000] [A loss: 15063.080078, acc: 0.000000]\n",
"8582: [D loss: 0.000000, acc: 1.000000] [A loss: 12722.999023, acc: 0.003906]\n",
"8583: [D loss: 10.632035, acc: 0.996094] [A loss: 13770.790039, acc: 0.000000]\n",
"8584: [D loss: 0.000000, acc: 1.000000] [A loss: 11315.548828, acc: 0.003906]\n",
"8585: [D loss: 3.465135, acc: 0.996094] [A loss: 12945.533203, acc: 0.000000]\n",
"8586: [D loss: 3.954307, acc: 0.998047] [A loss: 12294.213867, acc: 0.003906]\n",
"8587: [D loss: 5.507349, acc: 0.992188] [A loss: 17859.968750, acc: 0.000000]\n",
"8588: [D loss: 0.000000, acc: 1.000000] [A loss: 14867.532227, acc: 0.003906]\n",
"8589: [D loss: 8.046014, acc: 0.996094] [A loss: 16155.863281, acc: 0.000000]\n",
"8590: [D loss: 10.202127, acc: 0.998047] [A loss: 15422.318359, acc: 0.000000]\n",
"8591: [D loss: 0.000000, acc: 1.000000] [A loss: 13330.651367, acc: 0.000000]\n",
"8592: [D loss: 0.000000, acc: 1.000000] [A loss: 11137.123047, acc: 0.003906]\n",
"8593: [D loss: 15.712823, acc: 0.984375] [A loss: 21140.457031, acc: 0.000000]\n",
"8594: [D loss: 0.000000, acc: 1.000000] [A loss: 17511.263672, acc: 0.000000]\n",
"8595: [D loss: 0.000000, acc: 1.000000] [A loss: 15570.729492, acc: 0.000000]\n",
"8596: [D loss: 0.000000, acc: 1.000000] [A loss: 12931.013672, acc: 0.000000]\n",
"8597: [D loss: 1.234951, acc: 0.998047] [A loss: 12253.175781, acc: 0.000000]\n",
"8598: [D loss: 0.000000, acc: 1.000000] [A loss: 9982.628906, acc: 0.015625]\n",
"8599: [D loss: 24.983624, acc: 0.978516] [A loss: 20018.978516, acc: 0.000000]\n",
"8600: [D loss: 0.000000, acc: 1.000000] [A loss: 16857.146484, acc: 0.000000]\n",
"8601: [D loss: 0.000000, acc: 1.000000] [A loss: 14564.470703, acc: 0.000000]\n",
"8602: [D loss: 0.000000, acc: 1.000000] [A loss: 12569.922852, acc: 0.000000]\n",
"8603: [D loss: 12.762627, acc: 0.994141] [A loss: 14130.580078, acc: 0.000000]\n",
"8604: [D loss: 0.000000, acc: 1.000000] [A loss: 11741.330078, acc: 0.007812]\n",
"8605: [D loss: 4.600260, acc: 0.994141] [A loss: 13396.719727, acc: 0.000000]\n",
"8606: [D loss: 1.026809, acc: 0.996094] [A loss: 13820.327148, acc: 0.000000]\n",
"8607: [D loss: 6.107288, acc: 0.998047] [A loss: 13102.359375, acc: 0.000000]\n",
"8608: [D loss: 3.560997, acc: 0.998047] [A loss: 11684.063477, acc: 0.000000]\n",
"8609: [D loss: 6.595004, acc: 0.996094] [A loss: 12958.844727, acc: 0.000000]\n",
"8610: [D loss: 0.000000, acc: 1.000000] [A loss: 10368.534180, acc: 0.003906]\n",
"8611: [D loss: 18.150118, acc: 0.986328] [A loss: 17323.593750, acc: 0.000000]\n",
"8612: [D loss: 0.000000, acc: 1.000000] [A loss: 14658.688477, acc: 0.000000]\n",
"8613: [D loss: 0.000000, acc: 1.000000] [A loss: 12326.777344, acc: 0.007812]\n",
"8614: [D loss: 0.535286, acc: 0.998047] [A loss: 11150.833984, acc: 0.007812]\n",
"8615: [D loss: 21.486000, acc: 0.992188] [A loss: 15266.026367, acc: 0.000000]\n",
"8616: [D loss: 0.000000, acc: 1.000000] [A loss: 13173.871094, acc: 0.000000]\n",
"8617: [D loss: 5.016733, acc: 0.996094] [A loss: 13965.853516, acc: 0.003906]\n",
"8618: [D loss: 0.188341, acc: 0.998047] [A loss: 12714.952148, acc: 0.003906]\n",
"8619: [D loss: 6.874313, acc: 0.994141] [A loss: 16103.425781, acc: 0.000000]\n",
"8620: [D loss: 0.000000, acc: 1.000000] [A loss: 12957.000000, acc: 0.003906]\n",
"8621: [D loss: 0.000000, acc: 1.000000] [A loss: 10757.930664, acc: 0.000000]\n",
"8622: [D loss: 6.513419, acc: 0.994141] [A loss: 13796.776367, acc: 0.000000]\n",
"8623: [D loss: 5.073399, acc: 0.996094] [A loss: 14394.078125, acc: 0.000000]\n",
"8624: [D loss: 0.000000, acc: 1.000000] [A loss: 12551.662109, acc: 0.000000]\n",
"8625: [D loss: 14.999004, acc: 0.992188] [A loss: 16708.539062, acc: 0.000000]\n",
"8626: [D loss: 3.716146, acc: 0.998047] [A loss: 16267.708008, acc: 0.000000]\n",
"8627: [D loss: 0.000000, acc: 1.000000] [A loss: 13490.077148, acc: 0.003906]\n",
"8628: [D loss: 3.563468, acc: 0.996094] [A loss: 14793.666016, acc: 0.003906]\n",
"8629: [D loss: 0.000000, acc: 1.000000] [A loss: 12150.308594, acc: 0.003906]\n",
"8630: [D loss: 0.242747, acc: 0.998047] [A loss: 12200.500977, acc: 0.000000]\n",
"8631: [D loss: 0.000000, acc: 1.000000] [A loss: 9998.251953, acc: 0.007812]\n",
"8632: [D loss: 12.738941, acc: 0.986328] [A loss: 18273.152344, acc: 0.000000]\n",
"8633: [D loss: 0.000000, acc: 1.000000] [A loss: 15704.837891, acc: 0.003906]\n",
"8634: [D loss: 0.000000, acc: 1.000000] [A loss: 13646.821289, acc: 0.000000]\n",
"8635: [D loss: 0.000000, acc: 1.000000] [A loss: 11259.651367, acc: 0.003906]\n",
"8636: [D loss: 42.436153, acc: 0.976562] [A loss: 21247.384766, acc: 0.000000]\n",
"8637: [D loss: 0.000000, acc: 1.000000] [A loss: 18249.230469, acc: 0.000000]\n",
"8638: [D loss: 0.000000, acc: 1.000000] [A loss: 16488.494141, acc: 0.000000]\n",
"8639: [D loss: 0.794115, acc: 0.998047] [A loss: 14184.641602, acc: 0.000000]\n",
"8640: [D loss: 0.000000, acc: 1.000000] [A loss: 12098.351562, acc: 0.003906]\n",
"8641: [D loss: 0.000000, acc: 1.000000] [A loss: 9797.394531, acc: 0.019531]\n",
"8642: [D loss: 5.211102, acc: 0.994141] [A loss: 11887.402344, acc: 0.000000]\n",
"8643: [D loss: 6.017543, acc: 0.996094] [A loss: 12034.596680, acc: 0.007812]\n",
"8644: [D loss: 7.619801, acc: 0.994141] [A loss: 13704.722656, acc: 0.000000]\n",
"8645: [D loss: 0.000000, acc: 1.000000] [A loss: 11883.069336, acc: 0.003906]\n",
"8646: [D loss: 5.635085, acc: 0.994141] [A loss: 13579.489258, acc: 0.000000]\n",
"8647: [D loss: 0.000000, acc: 1.000000] [A loss: 10998.751953, acc: 0.000000]\n",
"8648: [D loss: 3.706903, acc: 0.996094] [A loss: 12513.949219, acc: 0.007812]\n",
"8649: [D loss: 5.243254, acc: 0.996094] [A loss: 12592.089844, acc: 0.000000]\n",
"8650: [D loss: 2.209345, acc: 0.996094] [A loss: 13723.736328, acc: 0.000000]\n",
"8651: [D loss: 3.857062, acc: 0.998047] [A loss: 13036.767578, acc: 0.003906]\n",
"8652: [D loss: 1.728285, acc: 0.998047] [A loss: 12546.867188, acc: 0.000000]\n",
"8653: [D loss: 5.641099, acc: 0.996094] [A loss: 13659.946289, acc: 0.000000]\n",
"8654: [D loss: 0.783350, acc: 0.998047] [A loss: 13688.287109, acc: 0.000000]\n",
"8655: [D loss: 1.413037, acc: 0.998047] [A loss: 12828.457031, acc: 0.000000]\n",
"8656: [D loss: 0.000000, acc: 1.000000] [A loss: 11041.337891, acc: 0.011719]\n",
"8657: [D loss: 0.414276, acc: 0.998047] [A loss: 9947.720703, acc: 0.000000]\n",
"8658: [D loss: 26.220232, acc: 0.982422] [A loss: 18941.042969, acc: 0.000000]\n",
"8659: [D loss: 0.000000, acc: 1.000000] [A loss: 16765.431641, acc: 0.000000]\n",
"8660: [D loss: 0.000000, acc: 1.000000] [A loss: 14558.727539, acc: 0.000000]\n",
"8661: [D loss: 0.000000, acc: 1.000000] [A loss: 11857.585938, acc: 0.003906]\n",
"8662: [D loss: 5.283942, acc: 0.998047] [A loss: 11304.835938, acc: 0.000000]\n",
"8663: [D loss: 8.422200, acc: 0.998047] [A loss: 10386.259766, acc: 0.003906]\n",
"8664: [D loss: 10.142433, acc: 0.990234] [A loss: 15887.629883, acc: 0.000000]\n",
"8665: [D loss: 0.000000, acc: 1.000000] [A loss: 13575.304688, acc: 0.000000]\n",
"8666: [D loss: 0.000000, acc: 1.000000] [A loss: 10858.823242, acc: 0.000000]\n",
"8667: [D loss: 17.615622, acc: 0.988281] [A loss: 16492.601562, acc: 0.000000]\n",
"8668: [D loss: 0.000000, acc: 1.000000] [A loss: 13824.712891, acc: 0.000000]\n",
"8669: [D loss: 0.000000, acc: 1.000000] [A loss: 12262.885742, acc: 0.000000]\n",
"8670: [D loss: 0.000000, acc: 1.000000] [A loss: 9939.591797, acc: 0.007812]\n",
"8671: [D loss: 39.897614, acc: 0.986328] [A loss: 16073.916992, acc: 0.000000]\n",
"8672: [D loss: 0.000000, acc: 1.000000] [A loss: 13465.755859, acc: 0.000000]\n",
"8673: [D loss: 0.350028, acc: 0.998047] [A loss: 13108.983398, acc: 0.000000]\n",
"8674: [D loss: 7.264206, acc: 0.996094] [A loss: 13106.667969, acc: 0.000000]\n",
"8675: [D loss: 0.109930, acc: 0.998047] [A loss: 12552.257812, acc: 0.000000]\n",
"8676: [D loss: 2.332042, acc: 0.998047] [A loss: 12202.016602, acc: 0.000000]\n",
"8677: [D loss: 1.838764, acc: 0.998047] [A loss: 12033.988281, acc: 0.000000]\n",
"8678: [D loss: 9.881998, acc: 0.996094] [A loss: 12877.893555, acc: 0.000000]\n",
"8679: [D loss: 3.195777, acc: 0.996094] [A loss: 13692.359375, acc: 0.000000]\n",
"8680: [D loss: 0.000000, acc: 1.000000] [A loss: 11825.492188, acc: 0.003906]\n",
"8681: [D loss: 4.907962, acc: 0.996094] [A loss: 12665.264648, acc: 0.000000]\n",
"8682: [D loss: 0.000000, acc: 1.000000] [A loss: 10886.248047, acc: 0.000000]\n",
"8683: [D loss: 36.522362, acc: 0.974609] [A loss: 20619.500000, acc: 0.000000]\n",
"8684: [D loss: 0.000000, acc: 1.000000] [A loss: 17866.587891, acc: 0.000000]\n",
"8685: [D loss: 0.000000, acc: 1.000000] [A loss: 15940.288086, acc: 0.000000]\n",
"8686: [D loss: 0.000000, acc: 1.000000] [A loss: 14092.960938, acc: 0.000000]\n",
"8687: [D loss: 0.000000, acc: 1.000000] [A loss: 11567.826172, acc: 0.000000]\n",
"8688: [D loss: 482.885193, acc: 0.994141] [A loss: 10492.906250, acc: 0.003906]\n",
"8689: [D loss: 27.614380, acc: 0.982422] [A loss: 14393.218750, acc: 0.000000]\n",
"8690: [D loss: 0.000000, acc: 1.000000] [A loss: 11248.250977, acc: 0.003906]\n",
"8691: [D loss: 7.374342, acc: 0.994141] [A loss: 11368.390625, acc: 0.003906]\n",
"8692: [D loss: 11.091389, acc: 0.992188] [A loss: 11880.464844, acc: 0.003906]\n",
"8693: [D loss: 7.097835, acc: 0.996094] [A loss: 10114.660156, acc: 0.007812]\n",
"8694: [D loss: 16.598129, acc: 0.990234] [A loss: 11592.741211, acc: 0.003906]\n",
"8695: [D loss: 24.013760, acc: 0.988281] [A loss: 13373.954102, acc: 0.000000]\n",
"8696: [D loss: 5.986207, acc: 0.996094] [A loss: 11956.033203, acc: 0.003906]\n",
"8697: [D loss: 7.296949, acc: 0.992188] [A loss: 12908.838867, acc: 0.000000]\n",
"8698: [D loss: 4.686085, acc: 0.992188] [A loss: 12536.443359, acc: 0.003906]\n",
"8699: [D loss: 6.876616, acc: 0.996094] [A loss: 11328.445312, acc: 0.003906]\n",
"8700: [D loss: 27.023640, acc: 0.984375] [A loss: 14369.126953, acc: 0.000000]\n",
"8701: [D loss: 0.000000, acc: 1.000000] [A loss: 11759.916992, acc: 0.003906]\n",
"8702: [D loss: 5.979492, acc: 0.990234] [A loss: 12674.949219, acc: 0.003906]\n",
"8703: [D loss: 7.055977, acc: 0.994141] [A loss: 12103.923828, acc: 0.000000]\n",
"8704: [D loss: 7.348174, acc: 0.994141] [A loss: 11775.930664, acc: 0.000000]\n",
"8705: [D loss: 21.351532, acc: 0.984375] [A loss: 15214.927734, acc: 0.000000]\n",
"8706: [D loss: 0.182835, acc: 0.998047] [A loss: 11807.866211, acc: 0.000000]\n",
"8707: [D loss: 21.721081, acc: 0.988281] [A loss: 13776.802734, acc: 0.000000]\n",
"8708: [D loss: 0.000000, acc: 1.000000] [A loss: 10704.093750, acc: 0.000000]\n",
"8709: [D loss: 17.512098, acc: 0.984375] [A loss: 14624.982422, acc: 0.000000]\n",
"8710: [D loss: 6.268240, acc: 0.998047] [A loss: 12266.908203, acc: 0.003906]\n",
"8711: [D loss: 7.066982, acc: 0.992188] [A loss: 12500.912109, acc: 0.000000]\n",
"8712: [D loss: 0.000000, acc: 1.000000] [A loss: 10155.728516, acc: 0.007812]\n",
"8713: [D loss: 15.535615, acc: 0.988281] [A loss: 12822.621094, acc: 0.000000]\n",
"8714: [D loss: 5.040933, acc: 0.994141] [A loss: 13171.795898, acc: 0.000000]\n",
"8715: [D loss: 5.851643, acc: 0.996094] [A loss: 12379.196289, acc: 0.000000]\n",
"8716: [D loss: 8.799141, acc: 0.994141] [A loss: 12099.939453, acc: 0.003906]\n",
"8717: [D loss: 5.255674, acc: 0.994141] [A loss: 12594.598633, acc: 0.000000]\n",
"8718: [D loss: 13.494310, acc: 0.994141] [A loss: 13234.941406, acc: 0.000000]\n",
"8719: [D loss: 1.036890, acc: 0.998047] [A loss: 11393.796875, acc: 0.011719]\n",
"8720: [D loss: 22.569927, acc: 0.984375] [A loss: 17419.625000, acc: 0.000000]\n",
"8721: [D loss: 0.000000, acc: 1.000000] [A loss: 13737.412109, acc: 0.003906]\n",
"8722: [D loss: 17.706900, acc: 0.996094] [A loss: 13175.606445, acc: 0.003906]\n",
"8723: [D loss: 3.229942, acc: 0.998047] [A loss: 11959.724609, acc: 0.003906]\n",
"8724: [D loss: 11.723112, acc: 0.992188] [A loss: 13860.207031, acc: 0.003906]\n",
"8725: [D loss: 19.408808, acc: 0.986328] [A loss: 18835.292969, acc: 0.000000]\n",
"8726: [D loss: 0.000000, acc: 1.000000] [A loss: 15936.435547, acc: 0.000000]\n",
"8727: [D loss: 3.510919, acc: 0.998047] [A loss: 14250.293945, acc: 0.000000]\n",
"8728: [D loss: 7.278453, acc: 0.990234] [A loss: 17462.542969, acc: 0.000000]\n",
"8729: [D loss: 0.000000, acc: 1.000000] [A loss: 14549.655273, acc: 0.000000]\n",
"8730: [D loss: 0.000000, acc: 1.000000] [A loss: 11957.589844, acc: 0.011719]\n",
"8731: [D loss: 26.554607, acc: 0.984375] [A loss: 18551.449219, acc: 0.000000]\n",
"8732: [D loss: 0.000000, acc: 1.000000] [A loss: 15981.622070, acc: 0.000000]\n",
"8733: [D loss: 2.564080, acc: 0.996094] [A loss: 14982.090820, acc: 0.000000]\n",
"8734: [D loss: 7.763186, acc: 0.996094] [A loss: 14853.458008, acc: 0.000000]\n",
"8735: [D loss: 2.111566, acc: 0.998047] [A loss: 13873.791016, acc: 0.003906]\n",
"8736: [D loss: 5.920665, acc: 0.996094] [A loss: 13496.644531, acc: 0.000000]\n",
"8737: [D loss: 15.638126, acc: 0.990234] [A loss: 18451.121094, acc: 0.000000]\n",
"8738: [D loss: 2.037758, acc: 0.998047] [A loss: 16535.728516, acc: 0.000000]\n",
"8739: [D loss: 0.000000, acc: 1.000000] [A loss: 13788.474609, acc: 0.000000]\n",
"8740: [D loss: 1.143969, acc: 0.996094] [A loss: 14065.908203, acc: 0.000000]\n",
"8741: [D loss: 2.042076, acc: 0.996094] [A loss: 15162.875977, acc: 0.000000]\n",
"8742: [D loss: 9.265906, acc: 0.994141] [A loss: 16325.049805, acc: 0.000000]\n",
"8743: [D loss: 1.439609, acc: 0.998047] [A loss: 15624.085938, acc: 0.000000]\n",
"8744: [D loss: 0.036620, acc: 0.998047] [A loss: 14071.634766, acc: 0.000000]\n",
"8745: [D loss: 16.943542, acc: 0.992188] [A loss: 18958.105469, acc: 0.000000]\n",
"8746: [D loss: 0.000000, acc: 1.000000] [A loss: 15232.847656, acc: 0.000000]\n",
"8747: [D loss: 0.000000, acc: 1.000000] [A loss: 12085.355469, acc: 0.011719]\n",
"8748: [D loss: 0.000000, acc: 1.000000] [A loss: 9228.085938, acc: 0.031250]\n",
"8749: [D loss: 43.842873, acc: 0.976562] [A loss: 21764.835938, acc: 0.000000]\n",
"8750: [D loss: 0.000000, acc: 1.000000] [A loss: 18320.542969, acc: 0.000000]\n",
"8751: [D loss: 0.000000, acc: 1.000000] [A loss: 15511.453125, acc: 0.000000]\n",
"8752: [D loss: 0.000000, acc: 1.000000] [A loss: 12205.666992, acc: 0.003906]\n",
"8753: [D loss: 28.073772, acc: 0.990234] [A loss: 16463.945312, acc: 0.000000]\n",
"8754: [D loss: 0.000000, acc: 1.000000] [A loss: 13803.732422, acc: 0.003906]\n",
"8755: [D loss: 18.631330, acc: 0.992188] [A loss: 16479.685547, acc: 0.003906]\n",
"8756: [D loss: 0.000000, acc: 1.000000] [A loss: 13331.887695, acc: 0.000000]\n",
"8757: [D loss: 13.214717, acc: 0.994141] [A loss: 15601.068359, acc: 0.000000]\n",
"8758: [D loss: 0.000000, acc: 1.000000] [A loss: 13140.878906, acc: 0.000000]\n",
"8759: [D loss: 12.271253, acc: 0.988281] [A loss: 19127.898438, acc: 0.000000]\n",
"8760: [D loss: 0.000000, acc: 1.000000] [A loss: 15930.888672, acc: 0.000000]\n",
"8761: [D loss: 0.000000, acc: 1.000000] [A loss: 13188.333008, acc: 0.000000]\n",
"8762: [D loss: 0.000000, acc: 1.000000] [A loss: 10393.771484, acc: 0.015625]\n",
"8763: [D loss: 48.744446, acc: 0.980469] [A loss: 20406.828125, acc: 0.000000]\n",
"8764: [D loss: 0.000000, acc: 1.000000] [A loss: 17568.453125, acc: 0.000000]\n",
"8765: [D loss: 0.000000, acc: 1.000000] [A loss: 14253.758789, acc: 0.000000]\n",
"8766: [D loss: 0.000000, acc: 1.000000] [A loss: 11831.395508, acc: 0.003906]\n",
"8767: [D loss: 18.456238, acc: 0.994141] [A loss: 13006.835938, acc: 0.000000]\n",
"8768: [D loss: 32.367981, acc: 0.988281] [A loss: 18636.613281, acc: 0.000000]\n",
"8769: [D loss: 0.000000, acc: 1.000000] [A loss: 15185.018555, acc: 0.000000]\n",
"8770: [D loss: 2.695862, acc: 0.998047] [A loss: 14415.110352, acc: 0.000000]\n",
"8771: [D loss: 11.292828, acc: 0.992188] [A loss: 17341.892578, acc: 0.000000]\n",
"8772: [D loss: 0.000000, acc: 1.000000] [A loss: 14581.669922, acc: 0.000000]\n",
"8773: [D loss: 0.000000, acc: 1.000000] [A loss: 11625.793945, acc: 0.000000]\n",
"8774: [D loss: 18.268785, acc: 0.988281] [A loss: 17524.566406, acc: 0.000000]\n",
"8775: [D loss: 0.000000, acc: 1.000000] [A loss: 14518.076172, acc: 0.000000]\n",
"8776: [D loss: 11.189119, acc: 0.996094] [A loss: 15178.535156, acc: 0.000000]\n",
"8777: [D loss: 0.000000, acc: 1.000000] [A loss: 12783.780273, acc: 0.000000]\n",
"8778: [D loss: 23.396349, acc: 0.984375] [A loss: 20795.167969, acc: 0.000000]\n",
"8779: [D loss: 0.000000, acc: 1.000000] [A loss: 17807.115234, acc: 0.000000]\n",
"8780: [D loss: 0.000000, acc: 1.000000] [A loss: 14863.617188, acc: 0.000000]\n",
"8781: [D loss: 0.680779, acc: 0.998047] [A loss: 13586.442383, acc: 0.000000]\n",
"8782: [D loss: 9.681030, acc: 0.992188] [A loss: 16832.132812, acc: 0.000000]\n",
"8783: [D loss: 0.000000, acc: 1.000000] [A loss: 13858.314453, acc: 0.000000]\n",
"8784: [D loss: 2.008684, acc: 0.998047] [A loss: 13939.055664, acc: 0.000000]\n",
"8785: [D loss: 7.469130, acc: 0.994141] [A loss: 15937.062500, acc: 0.000000]\n",
"8786: [D loss: 9.912218, acc: 0.998047] [A loss: 14789.800781, acc: 0.000000]\n",
"8787: [D loss: 0.000000, acc: 1.000000] [A loss: 11463.720703, acc: 0.003906]\n",
"8788: [D loss: 16.127516, acc: 0.988281] [A loss: 18574.138672, acc: 0.000000]\n",
"8789: [D loss: 0.000000, acc: 1.000000] [A loss: 15528.376953, acc: 0.000000]\n",
"8790: [D loss: 0.709316, acc: 0.998047] [A loss: 14799.661133, acc: 0.003906]\n",
"8791: [D loss: 0.109450, acc: 0.998047] [A loss: 14336.340820, acc: 0.000000]\n",
"8792: [D loss: 0.000000, acc: 1.000000] [A loss: 11190.973633, acc: 0.007812]\n",
"8793: [D loss: 16.016899, acc: 0.990234] [A loss: 18056.269531, acc: 0.000000]\n",
"8794: [D loss: 0.000000, acc: 1.000000] [A loss: 14607.625000, acc: 0.000000]\n",
"8795: [D loss: 0.000000, acc: 1.000000] [A loss: 11868.166016, acc: 0.007812]\n",
"8796: [D loss: 9.490438, acc: 0.992188] [A loss: 16684.406250, acc: 0.000000]\n",
"8797: [D loss: 0.000000, acc: 1.000000] [A loss: 13395.213867, acc: 0.003906]\n",
"8798: [D loss: 1.928966, acc: 0.998047] [A loss: 12289.628906, acc: 0.000000]\n",
"8799: [D loss: 7.186664, acc: 0.998047] [A loss: 12031.494141, acc: 0.000000]\n",
"8800: [D loss: 17.980986, acc: 0.988281] [A loss: 20288.769531, acc: 0.000000]\n",
"8801: [D loss: 0.000000, acc: 1.000000] [A loss: 16678.095703, acc: 0.000000]\n",
"8802: [D loss: 0.000000, acc: 1.000000] [A loss: 14273.499023, acc: 0.000000]\n",
"8803: [D loss: 3.372701, acc: 0.996094] [A loss: 15400.251953, acc: 0.000000]\n",
"8804: [D loss: 0.585193, acc: 0.998047] [A loss: 14679.286133, acc: 0.000000]\n",
"8805: [D loss: 0.092825, acc: 0.998047] [A loss: 13704.246094, acc: 0.000000]\n",
"8806: [D loss: 3.267587, acc: 0.998047] [A loss: 13165.473633, acc: 0.000000]\n",
"8807: [D loss: 0.000000, acc: 1.000000] [A loss: 11149.599609, acc: 0.000000]\n",
"8808: [D loss: 24.062912, acc: 0.984375] [A loss: 21270.664062, acc: 0.000000]\n",
"8809: [D loss: 0.000000, acc: 1.000000] [A loss: 17700.371094, acc: 0.000000]\n",
"8810: [D loss: 1.326992, acc: 0.998047] [A loss: 17500.035156, acc: 0.000000]\n",
"8811: [D loss: 0.000000, acc: 1.000000] [A loss: 14410.995117, acc: 0.000000]\n",
"8812: [D loss: 5.426471, acc: 0.996094] [A loss: 15748.148438, acc: 0.000000]\n",
"8813: [D loss: 0.000000, acc: 1.000000] [A loss: 12353.138672, acc: 0.003906]\n",
"8814: [D loss: 3.017643, acc: 0.996094] [A loss: 14764.553711, acc: 0.000000]\n",
"8815: [D loss: 1.056247, acc: 0.998047] [A loss: 13367.124023, acc: 0.000000]\n",
"8816: [D loss: 13.377197, acc: 0.996094] [A loss: 14709.443359, acc: 0.000000]\n",
"8817: [D loss: 0.000000, acc: 1.000000] [A loss: 12091.495117, acc: 0.003906]\n",
"8818: [D loss: 22.281284, acc: 0.990234] [A loss: 19422.044922, acc: 0.000000]\n",
"8819: [D loss: 0.000000, acc: 1.000000] [A loss: 16370.088867, acc: 0.000000]\n",
"8820: [D loss: 0.000000, acc: 1.000000] [A loss: 13626.582031, acc: 0.007812]\n",
"8821: [D loss: 1.013090, acc: 0.998047] [A loss: 12423.589844, acc: 0.000000]\n",
"8822: [D loss: 13.291479, acc: 0.996094] [A loss: 14418.303711, acc: 0.000000]\n",
"8823: [D loss: 0.000000, acc: 1.000000] [A loss: 12106.867188, acc: 0.011719]\n",
"8824: [D loss: 6.565641, acc: 0.994141] [A loss: 15436.605469, acc: 0.000000]\n",
"8825: [D loss: 0.000000, acc: 1.000000] [A loss: 13039.581055, acc: 0.000000]\n",
"8826: [D loss: 0.000000, acc: 1.000000] [A loss: 9865.533203, acc: 0.015625]\n",
"8827: [D loss: 29.537107, acc: 0.986328] [A loss: 19835.947266, acc: 0.000000]\n",
"8828: [D loss: 0.000000, acc: 1.000000] [A loss: 17317.738281, acc: 0.000000]\n",
"8829: [D loss: 0.000000, acc: 1.000000] [A loss: 14086.247070, acc: 0.000000]\n",
"8830: [D loss: 0.000000, acc: 1.000000] [A loss: 11498.097656, acc: 0.003906]\n",
"8831: [D loss: 7.969800, acc: 0.984375] [A loss: 21206.417969, acc: 0.000000]\n",
"8832: [D loss: 0.000000, acc: 1.000000] [A loss: 18090.583984, acc: 0.000000]\n",
"8833: [D loss: 0.000000, acc: 1.000000] [A loss: 15246.757812, acc: 0.000000]\n",
"8834: [D loss: 0.000000, acc: 1.000000] [A loss: 12135.609375, acc: 0.000000]\n",
"8835: [D loss: 8.925946, acc: 0.996094] [A loss: 13485.300781, acc: 0.000000]\n",
"8836: [D loss: 0.000000, acc: 1.000000] [A loss: 10616.167969, acc: 0.003906]\n",
"8837: [D loss: 27.966530, acc: 0.988281] [A loss: 18014.355469, acc: 0.000000]\n",
"8838: [D loss: 0.000000, acc: 1.000000] [A loss: 14673.984375, acc: 0.000000]\n",
"8839: [D loss: 0.000000, acc: 1.000000] [A loss: 12019.838867, acc: 0.007812]\n",
"8840: [D loss: 8.456016, acc: 0.992188] [A loss: 17293.210938, acc: 0.000000]\n",
"8841: [D loss: 0.000000, acc: 1.000000] [A loss: 13431.486328, acc: 0.000000]\n",
"8842: [D loss: 5.261055, acc: 0.996094] [A loss: 15026.128906, acc: 0.000000]\n",
"8843: [D loss: 0.000000, acc: 1.000000] [A loss: 11979.728516, acc: 0.000000]\n",
"8844: [D loss: 7.709855, acc: 0.992188] [A loss: 17144.662109, acc: 0.000000]\n",
"8845: [D loss: 1.106116, acc: 0.998047] [A loss: 16368.334961, acc: 0.000000]\n",
"8846: [D loss: 4.438151, acc: 0.998047] [A loss: 15104.560547, acc: 0.000000]\n",
"8847: [D loss: 0.836821, acc: 0.998047] [A loss: 14766.066406, acc: 0.000000]\n",
"8848: [D loss: 0.000000, acc: 1.000000] [A loss: 12254.757812, acc: 0.000000]\n",
"8849: [D loss: 0.811530, acc: 0.998047] [A loss: 11374.278320, acc: 0.000000]\n",
"8850: [D loss: 14.980763, acc: 0.992188] [A loss: 16993.429688, acc: 0.000000]\n",
"8851: [D loss: 0.000000, acc: 1.000000] [A loss: 13944.524414, acc: 0.000000]\n",
"8852: [D loss: 0.000000, acc: 1.000000] [A loss: 11625.741211, acc: 0.000000]\n",
"8853: [D loss: 5.327423, acc: 0.996094] [A loss: 14041.834961, acc: 0.000000]\n",
"8854: [D loss: 2.028011, acc: 0.998047] [A loss: 13162.569336, acc: 0.003906]\n",
"8855: [D loss: 1.207217, acc: 0.996094] [A loss: 15004.645508, acc: 0.000000]\n",
"8856: [D loss: 1.112843, acc: 0.998047] [A loss: 14870.645508, acc: 0.000000]\n",
"8857: [D loss: 0.000000, acc: 1.000000] [A loss: 12170.131836, acc: 0.000000]\n",
"8858: [D loss: 5.460062, acc: 0.994141] [A loss: 17047.519531, acc: 0.000000]\n",
"8859: [D loss: 0.000000, acc: 1.000000] [A loss: 13650.494141, acc: 0.000000]\n",
"8860: [D loss: 10.200566, acc: 0.996094] [A loss: 16303.510742, acc: 0.000000]\n",
"8861: [D loss: 0.000000, acc: 1.000000] [A loss: 13535.737305, acc: 0.003906]\n",
"8862: [D loss: 6.433430, acc: 0.998047] [A loss: 13395.312500, acc: 0.000000]\n",
"8863: [D loss: 4.385713, acc: 0.994141] [A loss: 17786.623047, acc: 0.000000]\n",
"8864: [D loss: 0.000000, acc: 1.000000] [A loss: 14490.888672, acc: 0.000000]\n",
"8865: [D loss: 0.000000, acc: 1.000000] [A loss: 11891.381836, acc: 0.003906]\n",
"8866: [D loss: 19.269070, acc: 0.990234] [A loss: 21119.929688, acc: 0.000000]\n",
"8867: [D loss: 0.000000, acc: 1.000000] [A loss: 17660.974609, acc: 0.000000]\n",
"8868: [D loss: 0.000000, acc: 1.000000] [A loss: 14700.031250, acc: 0.000000]\n",
"8869: [D loss: 0.000000, acc: 1.000000] [A loss: 12005.696289, acc: 0.000000]\n",
"8870: [D loss: 6.473961, acc: 0.994141] [A loss: 17062.892578, acc: 0.000000]\n",
"8871: [D loss: 0.000000, acc: 1.000000] [A loss: 14085.677734, acc: 0.000000]\n",
"8872: [D loss: 0.000000, acc: 1.000000] [A loss: 11461.511719, acc: 0.000000]\n",
"8873: [D loss: 0.092954, acc: 0.998047] [A loss: 11498.978516, acc: 0.000000]\n",
"8874: [D loss: 12.603879, acc: 0.992188] [A loss: 18968.460938, acc: 0.000000]\n",
"8875: [D loss: 0.000000, acc: 1.000000] [A loss: 15087.142578, acc: 0.000000]\n",
"8876: [D loss: 0.909389, acc: 0.998047] [A loss: 15779.826172, acc: 0.000000]\n",
"8877: [D loss: 0.000000, acc: 1.000000] [A loss: 13027.142578, acc: 0.000000]\n",
"8878: [D loss: 0.000000, acc: 1.000000] [A loss: 9630.016602, acc: 0.007812]\n",
"8879: [D loss: 23.905373, acc: 0.982422] [A loss: 22048.570312, acc: 0.000000]\n",
"8880: [D loss: 0.000000, acc: 1.000000] [A loss: 19337.382812, acc: 0.000000]\n",
"8881: [D loss: 0.000000, acc: 1.000000] [A loss: 16546.035156, acc: 0.000000]\n",
"8882: [D loss: 0.000000, acc: 1.000000] [A loss: 13343.113281, acc: 0.000000]\n",
"8883: [D loss: 1.871617, acc: 0.998047] [A loss: 12900.042969, acc: 0.000000]\n",
"8884: [D loss: 0.000000, acc: 1.000000] [A loss: 9811.282227, acc: 0.007812]\n",
"8885: [D loss: 30.204161, acc: 0.976562] [A loss: 20915.283203, acc: 0.000000]\n",
"8886: [D loss: 0.000000, acc: 1.000000] [A loss: 18730.414062, acc: 0.000000]\n",
"8887: [D loss: 0.000000, acc: 1.000000] [A loss: 15922.562500, acc: 0.000000]\n",
"8888: [D loss: 0.000000, acc: 1.000000] [A loss: 12961.017578, acc: 0.000000]\n",
"8889: [D loss: 3.333036, acc: 0.994141] [A loss: 14687.739258, acc: 0.003906]\n",
"8890: [D loss: 0.000000, acc: 1.000000] [A loss: 11958.841797, acc: 0.007812]\n",
"8891: [D loss: 13.042269, acc: 0.988281] [A loss: 17059.181641, acc: 0.000000]\n",
"8892: [D loss: 0.000000, acc: 1.000000] [A loss: 14803.294922, acc: 0.000000]\n",
"8893: [D loss: 0.000000, acc: 1.000000] [A loss: 11539.972656, acc: 0.003906]\n",
"8894: [D loss: 7.923032, acc: 0.996094] [A loss: 11932.928711, acc: 0.000000]\n",
"8895: [D loss: 12.624884, acc: 0.992188] [A loss: 15995.490234, acc: 0.000000]\n",
"8896: [D loss: 0.000000, acc: 1.000000] [A loss: 12773.980469, acc: 0.000000]\n",
"8897: [D loss: 8.020451, acc: 0.994141] [A loss: 14301.970703, acc: 0.000000]\n",
"8898: [D loss: 0.813280, acc: 0.998047] [A loss: 13896.243164, acc: 0.000000]\n",
"8899: [D loss: 3.693405, acc: 0.998047] [A loss: 11919.727539, acc: 0.000000]\n",
"8900: [D loss: 3.073567, acc: 0.996094] [A loss: 12760.457031, acc: 0.003906]\n",
"8901: [D loss: 0.521677, acc: 0.998047] [A loss: 12386.664062, acc: 0.000000]\n",
"8902: [D loss: 9.294448, acc: 0.992188] [A loss: 16782.814453, acc: 0.000000]\n",
"8903: [D loss: 0.000000, acc: 1.000000] [A loss: 14219.779297, acc: 0.000000]\n",
"8904: [D loss: 7.837976, acc: 0.994141] [A loss: 17029.480469, acc: 0.000000]\n",
"8905: [D loss: 0.000000, acc: 1.000000] [A loss: 14282.761719, acc: 0.000000]\n",
"8906: [D loss: 0.000000, acc: 1.000000] [A loss: 12035.635742, acc: 0.007812]\n",
"8907: [D loss: 15.798299, acc: 0.986328] [A loss: 19764.500000, acc: 0.000000]\n",
"8908: [D loss: 0.000000, acc: 1.000000] [A loss: 16831.345703, acc: 0.000000]\n",
"8909: [D loss: 0.000000, acc: 1.000000] [A loss: 14351.492188, acc: 0.000000]\n",
"8910: [D loss: 0.000000, acc: 1.000000] [A loss: 11868.666016, acc: 0.000000]\n",
"8911: [D loss: 0.228653, acc: 0.998047] [A loss: 11518.347656, acc: 0.003906]\n",
"8912: [D loss: 11.710631, acc: 0.990234] [A loss: 16822.339844, acc: 0.000000]\n",
"8913: [D loss: 0.000000, acc: 1.000000] [A loss: 14356.386719, acc: 0.000000]\n",
"8914: [D loss: 2.518165, acc: 0.998047] [A loss: 13078.570312, acc: 0.000000]\n",
"8915: [D loss: 3.049099, acc: 0.996094] [A loss: 14673.208984, acc: 0.000000]\n",
"8916: [D loss: 0.000000, acc: 1.000000] [A loss: 11556.789062, acc: 0.000000]\n",
"8917: [D loss: 7.001088, acc: 0.992188] [A loss: 16041.927734, acc: 0.000000]\n",
"8918: [D loss: 0.000000, acc: 1.000000] [A loss: 13263.535156, acc: 0.000000]\n",
"8919: [D loss: 7.415963, acc: 0.996094] [A loss: 14835.026367, acc: 0.000000]\n",
"8920: [D loss: 3.883170, acc: 0.998047] [A loss: 13976.480469, acc: 0.000000]\n",
"8921: [D loss: 6.317256, acc: 0.998047] [A loss: 13449.207031, acc: 0.003906]\n",
"8922: [D loss: 4.156665, acc: 0.996094] [A loss: 15454.759766, acc: 0.000000]\n",
"8923: [D loss: 0.000000, acc: 1.000000] [A loss: 12617.688477, acc: 0.000000]\n",
"8924: [D loss: 7.056471, acc: 0.998047] [A loss: 12070.234375, acc: 0.000000]\n",
"8925: [D loss: 2.421599, acc: 0.998047] [A loss: 11838.455078, acc: 0.000000]\n",
"8926: [D loss: 3.555729, acc: 0.996094] [A loss: 14284.424805, acc: 0.000000]\n",
"8927: [D loss: 0.000000, acc: 1.000000] [A loss: 11790.270508, acc: 0.007812]\n",
"8928: [D loss: 0.822747, acc: 0.998047] [A loss: 11645.600586, acc: 0.000000]\n",
"8929: [D loss: 9.254095, acc: 0.996094] [A loss: 14365.726562, acc: 0.000000]\n",
"8930: [D loss: 0.000000, acc: 1.000000] [A loss: 11736.899414, acc: 0.000000]\n",
"8931: [D loss: 4.425418, acc: 0.996094] [A loss: 14958.142578, acc: 0.000000]\n",
"8932: [D loss: 0.000000, acc: 1.000000] [A loss: 11486.127930, acc: 0.003906]\n",
"8933: [D loss: 7.521385, acc: 0.996094] [A loss: 14232.568359, acc: 0.000000]\n",
"8934: [D loss: 0.565798, acc: 0.998047] [A loss: 13978.220703, acc: 0.000000]\n",
"8935: [D loss: 0.000000, acc: 1.000000] [A loss: 11364.642578, acc: 0.000000]\n",
"8936: [D loss: 18.415211, acc: 0.990234] [A loss: 19995.392578, acc: 0.000000]\n",
"8937: [D loss: 0.000000, acc: 1.000000] [A loss: 17143.441406, acc: 0.000000]\n",
"8938: [D loss: 0.000000, acc: 1.000000] [A loss: 14441.601562, acc: 0.000000]\n",
"8939: [D loss: 0.000000, acc: 1.000000] [A loss: 11654.144531, acc: 0.000000]\n",
"8940: [D loss: 2.312301, acc: 0.998047] [A loss: 11132.974609, acc: 0.000000]\n",
"8941: [D loss: 2.765651, acc: 0.998047] [A loss: 11853.144531, acc: 0.000000]\n",
"8942: [D loss: 7.974088, acc: 0.992188] [A loss: 19341.765625, acc: 0.000000]\n",
"8943: [D loss: 0.000000, acc: 1.000000] [A loss: 15774.471680, acc: 0.000000]\n",
"8944: [D loss: 0.000000, acc: 1.000000] [A loss: 13014.708984, acc: 0.000000]\n",
"8945: [D loss: 0.000000, acc: 1.000000] [A loss: 10852.606445, acc: 0.000000]\n",
"8946: [D loss: 502.518463, acc: 0.988281] [A loss: 13833.208984, acc: 0.003906]\n",
"8947: [D loss: 9.657040, acc: 0.992188] [A loss: 16002.321289, acc: 0.003906]\n",
"8948: [D loss: 0.000000, acc: 1.000000] [A loss: 12528.680664, acc: 0.003906]\n",
"8949: [D loss: 9.798750, acc: 0.990234] [A loss: 15286.527344, acc: 0.000000]\n",
"8950: [D loss: 3.983113, acc: 0.996094] [A loss: 14426.458008, acc: 0.000000]\n",
"8951: [D loss: 2.177497, acc: 0.998047] [A loss: 13147.884766, acc: 0.003906]\n",
"8952: [D loss: 10.064913, acc: 0.994141] [A loss: 13826.064453, acc: 0.000000]\n",
"8953: [D loss: 19.777058, acc: 0.988281] [A loss: 16743.279297, acc: 0.000000]\n",
"8954: [D loss: 8.132210, acc: 0.998047] [A loss: 14656.962891, acc: 0.000000]\n",
"8955: [D loss: 0.000000, acc: 1.000000] [A loss: 11639.916992, acc: 0.000000]\n",
"8956: [D loss: 15.600203, acc: 0.986328] [A loss: 15648.947266, acc: 0.000000]\n",
"8957: [D loss: 0.835085, acc: 0.998047] [A loss: 13432.114258, acc: 0.000000]\n",
"8958: [D loss: 2.036662, acc: 0.998047] [A loss: 11665.484375, acc: 0.003906]\n",
"8959: [D loss: 15.761084, acc: 0.988281] [A loss: 15303.664062, acc: 0.000000]\n",
"8960: [D loss: 0.000000, acc: 1.000000] [A loss: 12020.349609, acc: 0.003906]\n",
"8961: [D loss: 12.798801, acc: 0.990234] [A loss: 14067.366211, acc: 0.000000]\n",
"8962: [D loss: 0.000000, acc: 1.000000] [A loss: 11190.989258, acc: 0.000000]\n",
"8963: [D loss: 21.849697, acc: 0.990234] [A loss: 13795.472656, acc: 0.003906]\n",
"8964: [D loss: 7.300716, acc: 0.994141] [A loss: 14617.631836, acc: 0.000000]\n",
"8965: [D loss: 1.303632, acc: 0.998047] [A loss: 12426.901367, acc: 0.003906]\n",
"8966: [D loss: 9.995949, acc: 0.992188] [A loss: 14244.380859, acc: 0.003906]\n",
"8967: [D loss: 0.009327, acc: 0.998047] [A loss: 12616.457031, acc: 0.000000]\n",
"8968: [D loss: 18.415449, acc: 0.988281] [A loss: 16751.791016, acc: 0.000000]\n",
"8969: [D loss: 0.447152, acc: 0.998047] [A loss: 14333.294922, acc: 0.000000]\n",
"8970: [D loss: 2.291719, acc: 0.998047] [A loss: 12749.509766, acc: 0.003906]\n",
"8971: [D loss: 5.717449, acc: 0.994141] [A loss: 13034.246094, acc: 0.000000]\n",
"8972: [D loss: 3.195593, acc: 0.998047] [A loss: 12169.739258, acc: 0.003906]\n",
"8973: [D loss: 13.953421, acc: 0.990234] [A loss: 16190.752930, acc: 0.000000]\n",
"8974: [D loss: 3.204727, acc: 0.998047] [A loss: 13644.449219, acc: 0.000000]\n",
"8975: [D loss: 0.421833, acc: 0.998047] [A loss: 12035.519531, acc: 0.000000]\n",
"8976: [D loss: 15.158363, acc: 0.988281] [A loss: 18200.609375, acc: 0.000000]\n",
"8977: [D loss: 3.379566, acc: 0.998047] [A loss: 16196.683594, acc: 0.000000]\n",
"8978: [D loss: 2.796324, acc: 0.998047] [A loss: 15122.726562, acc: 0.000000]\n",
"8979: [D loss: 0.926440, acc: 0.998047] [A loss: 12907.277344, acc: 0.003906]\n",
"8980: [D loss: 19.305082, acc: 0.990234] [A loss: 18479.605469, acc: 0.000000]\n",
"8981: [D loss: 0.000000, acc: 1.000000] [A loss: 14175.995117, acc: 0.000000]\n",
"8982: [D loss: 12.351088, acc: 0.994141] [A loss: 17071.103516, acc: 0.000000]\n",
"8983: [D loss: 3.143157, acc: 0.998047] [A loss: 15069.065430, acc: 0.000000]\n",
"8984: [D loss: 1.437508, acc: 0.998047] [A loss: 13560.116211, acc: 0.000000]\n",
"8985: [D loss: 6.740995, acc: 0.990234] [A loss: 19395.316406, acc: 0.000000]\n",
"8986: [D loss: 0.000000, acc: 1.000000] [A loss: 16165.223633, acc: 0.000000]\n",
"8987: [D loss: 0.986863, acc: 0.998047] [A loss: 14269.786133, acc: 0.000000]\n",
"8988: [D loss: 0.114946, acc: 0.998047] [A loss: 13073.216797, acc: 0.003906]\n",
"8989: [D loss: 16.529663, acc: 0.986328] [A loss: 22144.958984, acc: 0.000000]\n",
"8990: [D loss: 0.000000, acc: 1.000000] [A loss: 18506.306641, acc: 0.000000]\n",
"8991: [D loss: 4.011893, acc: 0.998047] [A loss: 16694.884766, acc: 0.000000]\n",
"8992: [D loss: 0.000000, acc: 1.000000] [A loss: 13541.701172, acc: 0.000000]\n",
"8993: [D loss: 14.487700, acc: 0.992188] [A loss: 18644.212891, acc: 0.000000]\n",
"8994: [D loss: 0.000000, acc: 1.000000] [A loss: 15377.538086, acc: 0.000000]\n",
"8995: [D loss: 0.104846, acc: 0.998047] [A loss: 13535.883789, acc: 0.000000]\n",
"8996: [D loss: 4.093996, acc: 0.998047] [A loss: 12708.529297, acc: 0.003906]\n",
"8997: [D loss: 27.335804, acc: 0.978516] [A loss: 24882.052734, acc: 0.000000]\n",
"8998: [D loss: 0.000000, acc: 1.000000] [A loss: 21911.433594, acc: 0.000000]\n",
"8999: [D loss: 0.000000, acc: 1.000000] [A loss: 18489.623047, acc: 0.000000]\n",
"9000: [D loss: 0.000000, acc: 1.000000] [A loss: 15522.943359, acc: 0.003906]\n",
"9001: [D loss: 8.699717, acc: 0.996094] [A loss: 15313.266602, acc: 0.000000]\n",
"9002: [D loss: 0.000000, acc: 1.000000] [A loss: 12479.124023, acc: 0.007812]\n",
"9003: [D loss: 11.362817, acc: 0.990234] [A loss: 17456.158203, acc: 0.000000]\n",
"9004: [D loss: 0.000000, acc: 1.000000] [A loss: 14464.312500, acc: 0.000000]\n",
"9005: [D loss: 0.891061, acc: 0.998047] [A loss: 12657.130859, acc: 0.003906]\n",
"9006: [D loss: 16.743294, acc: 0.992188] [A loss: 17070.869141, acc: 0.000000]\n",
"9007: [D loss: 0.000000, acc: 1.000000] [A loss: 13852.326172, acc: 0.000000]\n",
"9008: [D loss: 6.077971, acc: 0.998047] [A loss: 12485.038086, acc: 0.003906]\n",
"9009: [D loss: 13.535799, acc: 0.990234] [A loss: 18387.691406, acc: 0.000000]\n",
"9010: [D loss: 1.713287, acc: 0.998047] [A loss: 17050.484375, acc: 0.000000]\n",
"9011: [D loss: 0.000000, acc: 1.000000] [A loss: 14222.546875, acc: 0.000000]\n",
"9012: [D loss: 3.163702, acc: 0.998047] [A loss: 12971.752930, acc: 0.000000]\n",
"9013: [D loss: 15.613275, acc: 0.990234] [A loss: 19376.449219, acc: 0.000000]\n",
"9014: [D loss: 0.000000, acc: 1.000000] [A loss: 15778.796875, acc: 0.000000]\n",
"9015: [D loss: 0.000000, acc: 1.000000] [A loss: 11676.925781, acc: 0.003906]\n",
"9016: [D loss: 21.442852, acc: 0.984375] [A loss: 22890.164062, acc: 0.000000]\n",
"9017: [D loss: 0.000000, acc: 1.000000] [A loss: 19231.121094, acc: 0.000000]\n",
"9018: [D loss: 0.000000, acc: 1.000000] [A loss: 15386.291016, acc: 0.000000]\n",
"9019: [D loss: 0.000000, acc: 1.000000] [A loss: 12534.531250, acc: 0.007812]\n",
"9020: [D loss: 2.019313, acc: 0.996094] [A loss: 13193.339844, acc: 0.000000]\n",
"9021: [D loss: 16.280062, acc: 0.988281] [A loss: 21024.101562, acc: 0.000000]\n",
"9022: [D loss: 0.000000, acc: 1.000000] [A loss: 17814.835938, acc: 0.000000]\n",
"9023: [D loss: 0.000000, acc: 1.000000] [A loss: 14199.027344, acc: 0.000000]\n",
"9024: [D loss: 0.000000, acc: 1.000000] [A loss: 11142.176758, acc: 0.000000]\n",
"9025: [D loss: 26.152199, acc: 0.986328] [A loss: 19594.193359, acc: 0.000000]\n",
"9026: [D loss: 0.000000, acc: 1.000000] [A loss: 17228.589844, acc: 0.000000]\n",
"9027: [D loss: 0.000000, acc: 1.000000] [A loss: 13383.574219, acc: 0.003906]\n",
"9028: [D loss: 13.940821, acc: 0.988281] [A loss: 20009.888672, acc: 0.000000]\n",
"9029: [D loss: 0.000000, acc: 1.000000] [A loss: 17085.478516, acc: 0.000000]\n",
"9030: [D loss: 0.000000, acc: 1.000000] [A loss: 13900.103516, acc: 0.000000]\n",
"9031: [D loss: 0.725873, acc: 0.998047] [A loss: 12660.447266, acc: 0.000000]\n",
"9032: [D loss: 3.306138, acc: 0.992188] [A loss: 17288.634766, acc: 0.000000]\n",
"9033: [D loss: 0.000000, acc: 1.000000] [A loss: 13747.424805, acc: 0.003906]\n",
"9034: [D loss: 1.598607, acc: 0.998047] [A loss: 12575.345703, acc: 0.000000]\n",
"9035: [D loss: 9.602994, acc: 0.992188] [A loss: 17129.457031, acc: 0.000000]\n",
"9036: [D loss: 0.814432, acc: 0.998047] [A loss: 16388.875000, acc: 0.000000]\n",
"9037: [D loss: 0.000000, acc: 1.000000] [A loss: 13085.796875, acc: 0.000000]\n",
"9038: [D loss: 7.790442, acc: 0.992188] [A loss: 18118.628906, acc: 0.000000]\n",
"9039: [D loss: 2.027286, acc: 0.998047] [A loss: 17257.871094, acc: 0.000000]\n",
"9040: [D loss: 0.000000, acc: 1.000000] [A loss: 14063.642578, acc: 0.000000]\n",
"9041: [D loss: 1.636955, acc: 0.998047] [A loss: 13230.482422, acc: 0.000000]\n",
"9042: [D loss: 0.862660, acc: 0.998047] [A loss: 13029.835938, acc: 0.003906]\n",
"9043: [D loss: 10.725960, acc: 0.992188] [A loss: 18382.300781, acc: 0.000000]\n",
"9044: [D loss: 0.000000, acc: 1.000000] [A loss: 14912.233398, acc: 0.000000]\n",
"9045: [D loss: 0.000000, acc: 1.000000] [A loss: 11697.373047, acc: 0.000000]\n",
"9046: [D loss: 44.771641, acc: 0.976562] [A loss: 25794.626953, acc: 0.000000]\n",
"9047: [D loss: 0.000000, acc: 1.000000] [A loss: 22509.394531, acc: 0.000000]\n",
"9048: [D loss: 0.000000, acc: 1.000000] [A loss: 18852.822266, acc: 0.000000]\n",
"9049: [D loss: 0.000000, acc: 1.000000] [A loss: 15829.644531, acc: 0.000000]\n",
"9050: [D loss: 0.000000, acc: 1.000000] [A loss: 12829.548828, acc: 0.011719]\n",
"9051: [D loss: 6.379893, acc: 0.996094] [A loss: 13069.559570, acc: 0.007812]\n",
"9052: [D loss: 0.706986, acc: 0.998047] [A loss: 12529.875977, acc: 0.003906]\n",
"9053: [D loss: 4.195241, acc: 0.996094] [A loss: 13382.256836, acc: 0.000000]\n",
"9054: [D loss: 0.000000, acc: 1.000000] [A loss: 10040.458984, acc: 0.003906]\n",
"9055: [D loss: 35.106930, acc: 0.982422] [A loss: 20357.375000, acc: 0.000000]\n",
"9056: [D loss: 0.000000, acc: 1.000000] [A loss: 16774.560547, acc: 0.000000]\n",
"9057: [D loss: 0.000000, acc: 1.000000] [A loss: 14222.424805, acc: 0.000000]\n",
"9058: [D loss: 0.000000, acc: 1.000000] [A loss: 10482.904297, acc: 0.011719]\n",
"9059: [D loss: 19.236732, acc: 0.986328] [A loss: 18530.003906, acc: 0.000000]\n",
"9060: [D loss: 3.018282, acc: 0.998047] [A loss: 17201.496094, acc: 0.000000]\n",
"9061: [D loss: 0.000000, acc: 1.000000] [A loss: 13937.188477, acc: 0.000000]\n",
"9062: [D loss: 11.815438, acc: 0.992188] [A loss: 17391.673828, acc: 0.000000]\n",
"9063: [D loss: 0.000000, acc: 1.000000] [A loss: 14647.167969, acc: 0.000000]\n",
"9064: [D loss: 5.729506, acc: 0.998047] [A loss: 13072.193359, acc: 0.000000]\n",
"9065: [D loss: 20.598129, acc: 0.992188] [A loss: 16840.035156, acc: 0.000000]\n",
"9066: [D loss: 0.000000, acc: 1.000000] [A loss: 13526.045898, acc: 0.000000]\n",
"9067: [D loss: 0.358048, acc: 0.998047] [A loss: 13008.872070, acc: 0.000000]\n",
"9068: [D loss: 13.434793, acc: 0.994141] [A loss: 15371.768555, acc: 0.000000]\n",
"9069: [D loss: 0.000000, acc: 1.000000] [A loss: 11983.429688, acc: 0.003906]\n",
"9070: [D loss: 23.289848, acc: 0.990234] [A loss: 18882.589844, acc: 0.000000]\n",
"9071: [D loss: 0.000000, acc: 1.000000] [A loss: 15365.912109, acc: 0.000000]\n",
"9072: [D loss: 0.000000, acc: 1.000000] [A loss: 12019.833984, acc: 0.003906]\n",
"9073: [D loss: 3.889233, acc: 0.994141] [A loss: 15308.264648, acc: 0.000000]\n",
"9074: [D loss: 4.740766, acc: 0.998047] [A loss: 14763.701172, acc: 0.000000]\n",
"9075: [D loss: 0.000000, acc: 1.000000] [A loss: 11745.198242, acc: 0.000000]\n",
"9076: [D loss: 25.550507, acc: 0.988281] [A loss: 20031.263672, acc: 0.000000]\n",
"9077: [D loss: 0.000000, acc: 1.000000] [A loss: 16138.228516, acc: 0.000000]\n",
"9078: [D loss: 0.000000, acc: 1.000000] [A loss: 13839.036133, acc: 0.000000]\n",
"9079: [D loss: 3.516426, acc: 0.996094] [A loss: 15157.080078, acc: 0.000000]\n",
"9080: [D loss: 2.599827, acc: 0.998047] [A loss: 13895.368164, acc: 0.000000]\n",
"9081: [D loss: 0.000000, acc: 1.000000] [A loss: 10546.701172, acc: 0.003906]\n",
"9082: [D loss: 27.420761, acc: 0.986328] [A loss: 20788.332031, acc: 0.000000]\n",
"9083: [D loss: 0.000000, acc: 1.000000] [A loss: 17398.484375, acc: 0.000000]\n",
"9084: [D loss: 0.000000, acc: 1.000000] [A loss: 13850.071289, acc: 0.000000]\n",
"9085: [D loss: 1.878219, acc: 0.996094] [A loss: 15367.502930, acc: 0.000000]\n",
"9086: [D loss: 0.000000, acc: 1.000000] [A loss: 12205.756836, acc: 0.007812]\n",
"9087: [D loss: 0.099452, acc: 0.998047] [A loss: 11391.961914, acc: 0.007812]\n",
"9088: [D loss: 12.297862, acc: 0.990234] [A loss: 18236.486328, acc: 0.000000]\n",
"9089: [D loss: 0.000000, acc: 1.000000] [A loss: 14987.085938, acc: 0.000000]\n",
"9090: [D loss: 0.000000, acc: 1.000000] [A loss: 12858.870117, acc: 0.000000]\n",
"9091: [D loss: 5.267653, acc: 0.996094] [A loss: 14042.725586, acc: 0.000000]\n",
"9092: [D loss: 1.637444, acc: 0.998047] [A loss: 12964.650391, acc: 0.000000]\n",
"9093: [D loss: 12.291911, acc: 0.992188] [A loss: 18884.630859, acc: 0.000000]\n",
"9094: [D loss: 0.000000, acc: 1.000000] [A loss: 15368.104492, acc: 0.000000]\n",
"9095: [D loss: 3.269162, acc: 0.998047] [A loss: 14481.076172, acc: 0.000000]\n",
"9096: [D loss: 0.000000, acc: 1.000000] [A loss: 12051.996094, acc: 0.003906]\n",
"9097: [D loss: 8.282779, acc: 0.996094] [A loss: 14044.341797, acc: 0.003906]\n",
"9098: [D loss: 0.899403, acc: 0.998047] [A loss: 12550.178711, acc: 0.000000]\n",
"9099: [D loss: 0.430914, acc: 0.998047] [A loss: 13131.742188, acc: 0.000000]\n",
"9100: [D loss: 0.000000, acc: 1.000000] [A loss: 10096.493164, acc: 0.000000]\n",
"9101: [D loss: 23.267225, acc: 0.988281] [A loss: 20487.730469, acc: 0.000000]\n",
"9102: [D loss: 0.000000, acc: 1.000000] [A loss: 16978.833984, acc: 0.000000]\n",
"9103: [D loss: 0.000000, acc: 1.000000] [A loss: 13701.150391, acc: 0.000000]\n",
"9104: [D loss: 2.175794, acc: 0.996094] [A loss: 14763.716797, acc: 0.000000]\n",
"9105: [D loss: 0.000000, acc: 1.000000] [A loss: 12204.916992, acc: 0.000000]\n",
"9106: [D loss: 4.766117, acc: 0.994141] [A loss: 16151.637695, acc: 0.000000]\n",
"9107: [D loss: 0.000000, acc: 1.000000] [A loss: 13057.781250, acc: 0.000000]\n",
"9108: [D loss: 7.968169, acc: 0.990234] [A loss: 20288.675781, acc: 0.000000]\n",
"9109: [D loss: 0.000000, acc: 1.000000] [A loss: 17487.236328, acc: 0.000000]\n",
"9110: [D loss: 0.000000, acc: 1.000000] [A loss: 14619.334961, acc: 0.000000]\n",
"9111: [D loss: 3.016367, acc: 0.998047] [A loss: 14050.298828, acc: 0.000000]\n",
"9112: [D loss: 0.000000, acc: 1.000000] [A loss: 11251.744141, acc: 0.000000]\n",
"9113: [D loss: 17.070538, acc: 0.996094] [A loss: 13038.477539, acc: 0.000000]\n",
"9114: [D loss: 6.277877, acc: 0.994141] [A loss: 17725.990234, acc: 0.000000]\n",
"9115: [D loss: 0.000000, acc: 1.000000] [A loss: 14505.513672, acc: 0.000000]\n",
"9116: [D loss: 0.152596, acc: 0.998047] [A loss: 14539.482422, acc: 0.000000]\n",
"9117: [D loss: 0.000000, acc: 1.000000] [A loss: 11413.204102, acc: 0.003906]\n",
"9118: [D loss: 7.951130, acc: 0.996094] [A loss: 14252.804688, acc: 0.000000]\n",
"9119: [D loss: 0.000000, acc: 1.000000] [A loss: 11461.431641, acc: 0.000000]\n",
"9120: [D loss: 10.710054, acc: 0.986328] [A loss: 22193.152344, acc: 0.000000]\n",
"9121: [D loss: 0.000000, acc: 1.000000] [A loss: 19420.169922, acc: 0.000000]\n",
"9122: [D loss: 0.000000, acc: 1.000000] [A loss: 15934.830078, acc: 0.000000]\n",
"9123: [D loss: 0.000000, acc: 1.000000] [A loss: 13040.805664, acc: 0.003906]\n",
"9124: [D loss: 0.000000, acc: 1.000000] [A loss: 10534.462891, acc: 0.007812]\n",
"9125: [D loss: 5.777671, acc: 0.996094] [A loss: 12288.493164, acc: 0.003906]\n",
"9126: [D loss: 4.482574, acc: 0.998047] [A loss: 11438.377930, acc: 0.003906]\n",
"9127: [D loss: 3.342720, acc: 0.996094] [A loss: 14054.164062, acc: 0.000000]\n",
"9128: [D loss: 1.947393, acc: 0.998047] [A loss: 13675.883789, acc: 0.000000]\n",
"9129: [D loss: 0.000000, acc: 1.000000] [A loss: 11263.556641, acc: 0.003906]\n",
"9130: [D loss: 15.083061, acc: 0.992188] [A loss: 17266.242188, acc: 0.000000]\n",
"9131: [D loss: 0.000000, acc: 1.000000] [A loss: 14003.361328, acc: 0.000000]\n",
"9132: [D loss: 0.572021, acc: 0.998047] [A loss: 13601.265625, acc: 0.000000]\n",
"9133: [D loss: 3.378388, acc: 0.996094] [A loss: 16566.630859, acc: 0.000000]\n",
"9134: [D loss: 0.000000, acc: 1.000000] [A loss: 13004.165039, acc: 0.003906]\n",
"9135: [D loss: 0.000000, acc: 1.000000] [A loss: 10598.039062, acc: 0.007812]\n",
"9136: [D loss: 24.850451, acc: 0.990234] [A loss: 18477.533203, acc: 0.000000]\n",
"9137: [D loss: 0.567892, acc: 0.998047] [A loss: 18268.552734, acc: 0.000000]\n",
"9138: [D loss: 0.000000, acc: 1.000000] [A loss: 14822.966797, acc: 0.000000]\n",
"9139: [D loss: 0.000000, acc: 1.000000] [A loss: 12842.164062, acc: 0.000000]\n",
"9140: [D loss: 2.137205, acc: 0.998047] [A loss: 12062.277344, acc: 0.000000]\n",
"9141: [D loss: 2.667143, acc: 0.998047] [A loss: 11863.269531, acc: 0.000000]\n",
"9142: [D loss: 5.538473, acc: 0.992188] [A loss: 19657.691406, acc: 0.000000]\n",
"9143: [D loss: 0.000000, acc: 1.000000] [A loss: 16277.444336, acc: 0.003906]\n",
"9144: [D loss: 0.000000, acc: 1.000000] [A loss: 13281.601562, acc: 0.000000]\n",
"9145: [D loss: 0.838549, acc: 0.998047] [A loss: 13805.606445, acc: 0.000000]\n",
"9146: [D loss: 0.870646, acc: 0.998047] [A loss: 13024.013672, acc: 0.000000]\n",
"9147: [D loss: 0.577534, acc: 0.998047] [A loss: 13010.051758, acc: 0.000000]\n",
"9148: [D loss: 0.000000, acc: 1.000000] [A loss: 10704.888672, acc: 0.000000]\n",
"9149: [D loss: 11.914609, acc: 0.986328] [A loss: 20985.501953, acc: 0.000000]\n",
"9150: [D loss: 0.000000, acc: 1.000000] [A loss: 18305.484375, acc: 0.000000]\n",
"9151: [D loss: 0.000000, acc: 1.000000] [A loss: 15277.091797, acc: 0.000000]\n",
"9152: [D loss: 0.000000, acc: 1.000000] [A loss: 12918.056641, acc: 0.000000]\n",
"9153: [D loss: 0.981291, acc: 0.998047] [A loss: 12394.108398, acc: 0.000000]\n",
"9154: [D loss: 8.470573, acc: 0.998047] [A loss: 11523.728516, acc: 0.000000]\n",
"9155: [D loss: 5.279860, acc: 0.996094] [A loss: 13899.457031, acc: 0.000000]\n",
"9156: [D loss: 6.925036, acc: 0.998047] [A loss: 12921.901367, acc: 0.000000]\n",
"9157: [D loss: 3.254390, acc: 0.998047] [A loss: 12689.330078, acc: 0.000000]\n",
"9158: [D loss: 17.659130, acc: 0.998047] [A loss: 12214.271484, acc: 0.003906]\n",
"9159: [D loss: 5.673051, acc: 0.994141] [A loss: 13456.733398, acc: 0.003906]\n",
"9160: [D loss: 4.589420, acc: 0.996094] [A loss: 13135.037109, acc: 0.000000]\n",
"9161: [D loss: 13.764959, acc: 0.990234] [A loss: 17177.701172, acc: 0.000000]\n",
"9162: [D loss: 0.000000, acc: 1.000000] [A loss: 13560.831055, acc: 0.000000]\n",
"9163: [D loss: 3.209408, acc: 0.998047] [A loss: 11963.724609, acc: 0.003906]\n",
"9164: [D loss: 3.735331, acc: 0.994141] [A loss: 12894.491211, acc: 0.000000]\n",
"9165: [D loss: 2.245633, acc: 0.996094] [A loss: 12575.023438, acc: 0.000000]\n",
"9166: [D loss: 5.628991, acc: 0.996094] [A loss: 12314.815430, acc: 0.000000]\n",
"9167: [D loss: 0.778712, acc: 0.996094] [A loss: 12254.452148, acc: 0.000000]\n",
"9168: [D loss: 14.007397, acc: 0.994141] [A loss: 13666.111328, acc: 0.000000]\n",
"9169: [D loss: 0.000000, acc: 1.000000] [A loss: 9978.966797, acc: 0.003906]\n",
"9170: [D loss: 21.708008, acc: 0.978516] [A loss: 17980.265625, acc: 0.000000]\n",
"9171: [D loss: 0.000000, acc: 1.000000] [A loss: 14375.210938, acc: 0.000000]\n",
"9172: [D loss: 0.300548, acc: 0.998047] [A loss: 12629.220703, acc: 0.007812]\n",
"9173: [D loss: 0.370158, acc: 0.998047] [A loss: 10708.478516, acc: 0.000000]\n",
"9174: [D loss: 23.423096, acc: 0.982422] [A loss: 17436.371094, acc: 0.000000]\n",
"9175: [D loss: 0.000000, acc: 1.000000] [A loss: 13714.810547, acc: 0.000000]\n",
"9176: [D loss: 13.252647, acc: 0.996094] [A loss: 13226.074219, acc: 0.000000]\n",
"9177: [D loss: 6.238877, acc: 0.996094] [A loss: 11897.484375, acc: 0.003906]\n",
"9178: [D loss: 24.013517, acc: 0.984375] [A loss: 17624.511719, acc: 0.000000]\n",
"9179: [D loss: 0.000000, acc: 1.000000] [A loss: 13628.083984, acc: 0.000000]\n",
"9180: [D loss: 4.112243, acc: 0.994141] [A loss: 14557.933594, acc: 0.000000]\n",
"9181: [D loss: 8.027260, acc: 0.996094] [A loss: 12858.359375, acc: 0.000000]\n",
"9182: [D loss: 1.227631, acc: 0.998047] [A loss: 10808.218750, acc: 0.000000]\n",
"9183: [D loss: 27.701290, acc: 0.980469] [A loss: 19312.828125, acc: 0.000000]\n",
"9184: [D loss: 0.000000, acc: 1.000000] [A loss: 15539.659180, acc: 0.000000]\n",
"9185: [D loss: 0.000000, acc: 1.000000] [A loss: 12607.840820, acc: 0.003906]\n",
"9186: [D loss: 3.363743, acc: 0.998047] [A loss: 9922.655273, acc: 0.015625]\n",
"9187: [D loss: 34.126251, acc: 0.976562] [A loss: 19467.283203, acc: 0.000000]\n",
"9188: [D loss: 0.000000, acc: 1.000000] [A loss: 16086.759766, acc: 0.000000]\n",
"9189: [D loss: 2.083081, acc: 0.998047] [A loss: 14163.051758, acc: 0.000000]\n",
"9190: [D loss: 0.000000, acc: 1.000000] [A loss: 10175.464844, acc: 0.000000]\n",
"9191: [D loss: 29.944120, acc: 0.976562] [A loss: 19361.839844, acc: 0.000000]\n",
"9192: [D loss: 0.000000, acc: 1.000000] [A loss: 15656.329102, acc: 0.000000]\n",
"9193: [D loss: 0.000000, acc: 1.000000] [A loss: 12342.808594, acc: 0.000000]\n",
"9194: [D loss: 0.000000, acc: 1.000000] [A loss: 9137.532227, acc: 0.015625]\n",
"9195: [D loss: 106.462982, acc: 0.927734] [A loss: 24629.365234, acc: 0.000000]\n",
"9196: [D loss: 0.000000, acc: 1.000000] [A loss: 21060.998047, acc: 0.000000]\n",
"9197: [D loss: 0.000000, acc: 1.000000] [A loss: 17589.458984, acc: 0.000000]\n",
"9198: [D loss: 0.000000, acc: 1.000000] [A loss: 14105.547852, acc: 0.000000]\n",
"9199: [D loss: 0.000000, acc: 1.000000] [A loss: 10192.342773, acc: 0.007812]\n",
"9200: [D loss: 25.498550, acc: 0.980469] [A loss: 13066.544922, acc: 0.003906]\n",
"9201: [D loss: 17.985386, acc: 0.992188] [A loss: 12555.523438, acc: 0.000000]\n",
"9202: [D loss: 14.250641, acc: 0.988281] [A loss: 13184.770508, acc: 0.000000]\n",
"9203: [D loss: 3.650902, acc: 0.990234] [A loss: 12974.755859, acc: 0.000000]\n",
"9204: [D loss: 1.468935, acc: 0.998047] [A loss: 10488.076172, acc: 0.000000]\n",
"9205: [D loss: 54.687027, acc: 0.980469] [A loss: 14533.428711, acc: 0.000000]\n",
"9206: [D loss: 1.973271, acc: 0.998047] [A loss: 11643.583984, acc: 0.000000]\n",
"9207: [D loss: 12.204505, acc: 0.990234] [A loss: 12548.573242, acc: 0.007812]\n",
"9208: [D loss: 11.144741, acc: 0.992188] [A loss: 12931.104492, acc: 0.003906]\n",
"9209: [D loss: 3.216234, acc: 0.996094] [A loss: 10792.175781, acc: 0.007812]\n",
"9210: [D loss: 35.132607, acc: 0.982422] [A loss: 15277.837891, acc: 0.000000]\n",
"9211: [D loss: 0.000000, acc: 1.000000] [A loss: 11761.860352, acc: 0.007812]\n",
"9212: [D loss: 4.171524, acc: 0.996094] [A loss: 10267.136719, acc: 0.003906]\n",
"9213: [D loss: 45.236683, acc: 0.976562] [A loss: 16784.294922, acc: 0.000000]\n",
"9214: [D loss: 0.000000, acc: 1.000000] [A loss: 13639.574219, acc: 0.000000]\n",
"9215: [D loss: 0.000000, acc: 1.000000] [A loss: 10438.459961, acc: 0.000000]\n",
"9216: [D loss: 38.399429, acc: 0.976562] [A loss: 17617.140625, acc: 0.000000]\n",
"9217: [D loss: 0.000000, acc: 1.000000] [A loss: 14394.371094, acc: 0.000000]\n",
"9218: [D loss: 0.000000, acc: 1.000000] [A loss: 10389.974609, acc: 0.003906]\n",
"9219: [D loss: 20.182659, acc: 0.984375] [A loss: 14463.965820, acc: 0.000000]\n",
"9220: [D loss: 3.147409, acc: 0.998047] [A loss: 11567.587891, acc: 0.003906]\n",
"9221: [D loss: 9.233541, acc: 0.998047] [A loss: 9403.727539, acc: 0.007812]\n",
"9222: [D loss: 57.493332, acc: 0.962891] [A loss: 21037.156250, acc: 0.000000]\n",
"9223: [D loss: 0.000000, acc: 1.000000] [A loss: 17503.792969, acc: 0.000000]\n",
"9224: [D loss: 0.000000, acc: 1.000000] [A loss: 13957.213867, acc: 0.000000]\n",
"9225: [D loss: 0.000000, acc: 1.000000] [A loss: 10153.040039, acc: 0.000000]\n",
"9226: [D loss: 15.188974, acc: 0.982422] [A loss: 15145.355469, acc: 0.000000]\n",
"9227: [D loss: 0.000000, acc: 1.000000] [A loss: 11501.355469, acc: 0.000000]\n",
"9228: [D loss: 2.347347, acc: 0.994141] [A loss: 11243.535156, acc: 0.000000]\n",
"9229: [D loss: 6.361309, acc: 0.990234] [A loss: 12906.844727, acc: 0.003906]\n",
"9230: [D loss: 0.000000, acc: 1.000000] [A loss: 9546.680664, acc: 0.007812]\n",
"9231: [D loss: 23.793890, acc: 0.982422] [A loss: 15481.948242, acc: 0.000000]\n",
"9232: [D loss: 0.000000, acc: 1.000000] [A loss: 11995.490234, acc: 0.000000]\n",
"9233: [D loss: 11.082188, acc: 0.994141] [A loss: 11910.053711, acc: 0.000000]\n",
"9234: [D loss: 5.827157, acc: 0.994141] [A loss: 11716.341797, acc: 0.000000]\n",
"9235: [D loss: 14.256002, acc: 0.994141] [A loss: 11976.543945, acc: 0.003906]\n",
"9236: [D loss: 15.651258, acc: 0.986328] [A loss: 16677.789062, acc: 0.000000]\n",
"9237: [D loss: 0.000000, acc: 1.000000] [A loss: 12981.797852, acc: 0.000000]\n",
"9238: [D loss: 3.566898, acc: 0.994141] [A loss: 13535.414062, acc: 0.000000]\n",
"9239: [D loss: 0.000000, acc: 1.000000] [A loss: 10078.634766, acc: 0.003906]\n",
"9240: [D loss: 10.532516, acc: 0.986328] [A loss: 15316.687500, acc: 0.000000]\n",
"9241: [D loss: 0.000000, acc: 1.000000] [A loss: 11994.666016, acc: 0.000000]\n",
"9242: [D loss: 17.292110, acc: 0.990234] [A loss: 14928.788086, acc: 0.000000]\n",
"9243: [D loss: 0.000000, acc: 1.000000] [A loss: 11546.917969, acc: 0.000000]\n",
"9244: [D loss: 5.056020, acc: 0.996094] [A loss: 11086.265625, acc: 0.000000]\n",
"9245: [D loss: 2.215280, acc: 0.998047] [A loss: 9446.336914, acc: 0.011719]\n",
"9246: [D loss: 44.633030, acc: 0.974609] [A loss: 20401.080078, acc: 0.000000]\n",
"9247: [D loss: 0.000000, acc: 1.000000] [A loss: 17366.921875, acc: 0.000000]\n",
"9248: [D loss: 0.000000, acc: 1.000000] [A loss: 13277.841797, acc: 0.000000]\n",
"9249: [D loss: 0.000000, acc: 1.000000] [A loss: 10669.815430, acc: 0.000000]\n",
"9250: [D loss: 8.134881, acc: 0.986328] [A loss: 15965.393555, acc: 0.000000]\n",
"9251: [D loss: 0.000000, acc: 1.000000] [A loss: 12252.773438, acc: 0.000000]\n",
"9252: [D loss: 9.332043, acc: 0.996094] [A loss: 11885.635742, acc: 0.000000]\n",
"9253: [D loss: 1.395985, acc: 0.998047] [A loss: 9777.707031, acc: 0.003906]\n",
"9254: [D loss: 22.701908, acc: 0.984375] [A loss: 16656.789062, acc: 0.000000]\n",
"9255: [D loss: 0.000000, acc: 1.000000] [A loss: 13169.730469, acc: 0.000000]\n",
"9256: [D loss: 7.092272, acc: 0.994141] [A loss: 14598.091797, acc: 0.000000]\n",
"9257: [D loss: 3.626962, acc: 0.996094] [A loss: 14325.385742, acc: 0.000000]\n",
"9258: [D loss: 0.000000, acc: 1.000000] [A loss: 11418.301758, acc: 0.000000]\n",
"9259: [D loss: 9.492520, acc: 0.992188] [A loss: 13794.921875, acc: 0.000000]\n",
"9260: [D loss: 0.000000, acc: 1.000000] [A loss: 10380.844727, acc: 0.003906]\n",
"9261: [D loss: 3.572007, acc: 0.994141] [A loss: 11894.250000, acc: 0.000000]\n",
"9262: [D loss: 1.842354, acc: 0.998047] [A loss: 10195.894531, acc: 0.000000]\n",
"9263: [D loss: 6.791510, acc: 0.992188] [A loss: 14001.367188, acc: 0.000000]\n",
"9264: [D loss: 2.190850, acc: 0.996094] [A loss: 14195.424805, acc: 0.000000]\n",
"9265: [D loss: 0.000000, acc: 1.000000] [A loss: 11121.226562, acc: 0.000000]\n",
"9266: [D loss: 4.515107, acc: 0.996094] [A loss: 11825.024414, acc: 0.000000]\n",
"9267: [D loss: 2.445824, acc: 0.996094] [A loss: 12440.353516, acc: 0.000000]\n",
"9268: [D loss: 0.000000, acc: 1.000000] [A loss: 8917.441406, acc: 0.003906]\n",
"9269: [D loss: 49.323940, acc: 0.970703] [A loss: 22749.613281, acc: 0.000000]\n",
"9270: [D loss: 0.000000, acc: 1.000000] [A loss: 18963.976562, acc: 0.000000]\n",
"9271: [D loss: 0.000000, acc: 1.000000] [A loss: 15820.244141, acc: 0.000000]\n",
"9272: [D loss: 0.000000, acc: 1.000000] [A loss: 12309.948242, acc: 0.000000]\n",
"9273: [D loss: 0.513629, acc: 0.998047] [A loss: 10971.396484, acc: 0.000000]\n",
"9274: [D loss: 6.774091, acc: 0.992188] [A loss: 13149.640625, acc: 0.000000]\n",
"9275: [D loss: 0.000000, acc: 1.000000] [A loss: 9923.370117, acc: 0.003906]\n",
"9276: [D loss: 6.577075, acc: 0.986328] [A loss: 16351.401367, acc: 0.000000]\n",
"9277: [D loss: 0.000000, acc: 1.000000] [A loss: 13112.207031, acc: 0.000000]\n",
"9278: [D loss: 0.000000, acc: 1.000000] [A loss: 10019.714844, acc: 0.003906]\n",
"9279: [D loss: 15.582657, acc: 0.988281] [A loss: 14966.933594, acc: 0.000000]\n",
"9280: [D loss: 0.000000, acc: 1.000000] [A loss: 12490.083984, acc: 0.000000]\n",
"9281: [D loss: 0.848572, acc: 0.998047] [A loss: 11024.476562, acc: 0.000000]\n",
"9282: [D loss: 7.994803, acc: 0.992188] [A loss: 14283.933594, acc: 0.000000]\n",
"9283: [D loss: 2.811702, acc: 0.998047] [A loss: 12619.841797, acc: 0.000000]\n",
"9284: [D loss: 0.000000, acc: 1.000000] [A loss: 9343.896484, acc: 0.000000]\n",
"9285: [D loss: 25.023653, acc: 0.982422] [A loss: 18536.517578, acc: 0.000000]\n",
"9286: [D loss: 0.000000, acc: 1.000000] [A loss: 15203.087891, acc: 0.000000]\n",
"9287: [D loss: 0.000000, acc: 1.000000] [A loss: 12343.559570, acc: 0.000000]\n",
"9288: [D loss: 0.000000, acc: 1.000000] [A loss: 9281.586914, acc: 0.003906]\n",
"9289: [D loss: 31.510227, acc: 0.984375] [A loss: 16996.080078, acc: 0.000000]\n",
"9290: [D loss: 0.000000, acc: 1.000000] [A loss: 13880.902344, acc: 0.000000]\n",
"9291: [D loss: 0.000000, acc: 1.000000] [A loss: 10536.232422, acc: 0.000000]\n",
"9292: [D loss: 9.772640, acc: 0.994141] [A loss: 11833.667969, acc: 0.000000]\n",
"9293: [D loss: 0.000000, acc: 1.000000] [A loss: 8464.841797, acc: 0.003906]\n",
"9294: [D loss: 14.753461, acc: 0.980469] [A loss: 18372.269531, acc: 0.000000]\n",
"9295: [D loss: 0.000000, acc: 1.000000] [A loss: 15165.977539, acc: 0.000000]\n",
"9296: [D loss: 0.000000, acc: 1.000000] [A loss: 11729.433594, acc: 0.000000]\n",
"9297: [D loss: 0.000000, acc: 1.000000] [A loss: 9186.453125, acc: 0.000000]\n",
"9298: [D loss: 23.788555, acc: 0.980469] [A loss: 17741.263672, acc: 0.000000]\n",
"9299: [D loss: 0.000000, acc: 1.000000] [A loss: 14738.240234, acc: 0.000000]\n",
"9300: [D loss: 0.000000, acc: 1.000000] [A loss: 11380.442383, acc: 0.000000]\n",
"9301: [D loss: 5.053164, acc: 0.996094] [A loss: 11266.550781, acc: 0.000000]\n",
"9302: [D loss: 0.000000, acc: 1.000000] [A loss: 8384.844727, acc: 0.003906]\n",
"9303: [D loss: 21.566456, acc: 0.982422] [A loss: 15971.559570, acc: 0.000000]\n",
"9304: [D loss: 0.000000, acc: 1.000000] [A loss: 13060.746094, acc: 0.000000]\n",
"9305: [D loss: 0.000000, acc: 1.000000] [A loss: 10070.772461, acc: 0.000000]\n",
"9306: [D loss: 1.231909, acc: 0.994141] [A loss: 10594.097656, acc: 0.000000]\n",
"9307: [D loss: 6.868561, acc: 0.994141] [A loss: 11727.096680, acc: 0.000000]\n",
"9308: [D loss: 0.988755, acc: 0.998047] [A loss: 10101.228516, acc: 0.000000]\n",
"9309: [D loss: 3.451079, acc: 0.990234] [A loss: 14448.295898, acc: 0.000000]\n",
"9310: [D loss: 0.000000, acc: 1.000000] [A loss: 11199.679688, acc: 0.000000]\n",
"9311: [D loss: 5.050637, acc: 0.998047] [A loss: 10051.556641, acc: 0.000000]\n",
"9312: [D loss: 16.529943, acc: 0.990234] [A loss: 14011.844727, acc: 0.000000]\n",
"9313: [D loss: 0.000000, acc: 1.000000] [A loss: 10647.077148, acc: 0.000000]\n",
"9314: [D loss: 0.830763, acc: 0.998047] [A loss: 10429.223633, acc: 0.000000]\n",
"9315: [D loss: 5.122871, acc: 0.996094] [A loss: 9934.677734, acc: 0.003906]\n",
"9316: [D loss: 4.986690, acc: 0.994141] [A loss: 12760.117188, acc: 0.000000]\n",
"9317: [D loss: 3.497956, acc: 0.998047] [A loss: 11040.269531, acc: 0.000000]\n",
"9318: [D loss: 3.216166, acc: 0.996094] [A loss: 11733.701172, acc: 0.000000]\n",
"9319: [D loss: 2.714252, acc: 0.998047] [A loss: 11265.176758, acc: 0.003906]\n",
"9320: [D loss: 613.960999, acc: 0.992188] [A loss: 13683.465820, acc: 0.000000]\n",
"9321: [D loss: 2.508653, acc: 0.998047] [A loss: 11673.311523, acc: 0.000000]\n",
"9322: [D loss: 1.563153, acc: 0.994141] [A loss: 12183.749023, acc: 0.000000]\n",
"9323: [D loss: 0.000000, acc: 1.000000] [A loss: 9552.350586, acc: 0.003906]\n",
"9324: [D loss: 28.507730, acc: 0.980469] [A loss: 16825.070312, acc: 0.000000]\n",
"9325: [D loss: 0.000000, acc: 1.000000] [A loss: 12877.492188, acc: 0.000000]\n",
"9326: [D loss: 0.000000, acc: 1.000000] [A loss: 9663.846680, acc: 0.011719]\n",
"9327: [D loss: 18.642546, acc: 0.982422] [A loss: 15595.224609, acc: 0.000000]\n",
"9328: [D loss: 0.000000, acc: 1.000000] [A loss: 11919.666016, acc: 0.000000]\n",
"9329: [D loss: 4.920681, acc: 0.988281] [A loss: 15071.330078, acc: 0.000000]\n",
"9330: [D loss: 3.152754, acc: 0.996094] [A loss: 13980.648438, acc: 0.003906]\n",
"9331: [D loss: 0.279986, acc: 0.998047] [A loss: 11282.858398, acc: 0.000000]\n",
"9332: [D loss: 0.013614, acc: 0.998047] [A loss: 9403.688477, acc: 0.003906]\n",
"9333: [D loss: 40.870636, acc: 0.974609] [A loss: 18599.687500, acc: 0.000000]\n",
"9334: [D loss: 0.000000, acc: 1.000000] [A loss: 14705.161133, acc: 0.000000]\n",
"9335: [D loss: 0.000000, acc: 1.000000] [A loss: 10854.824219, acc: 0.000000]\n",
"9336: [D loss: 21.436708, acc: 0.992188] [A loss: 12210.175781, acc: 0.000000]\n",
"9337: [D loss: 8.535147, acc: 0.994141] [A loss: 11906.666992, acc: 0.000000]\n",
"9338: [D loss: 6.683489, acc: 0.990234] [A loss: 14111.757812, acc: 0.000000]\n",
"9339: [D loss: 0.000000, acc: 1.000000] [A loss: 10089.858398, acc: 0.003906]\n",
"9340: [D loss: 31.139458, acc: 0.988281] [A loss: 14507.799805, acc: 0.000000]\n",
"9341: [D loss: 0.781134, acc: 0.998047] [A loss: 12079.022461, acc: 0.000000]\n",
"9342: [D loss: 8.007199, acc: 0.994141] [A loss: 12694.677734, acc: 0.003906]\n",
"9343: [D loss: 1.804488, acc: 0.998047] [A loss: 10347.511719, acc: 0.007812]\n",
"9344: [D loss: 10.998589, acc: 0.990234] [A loss: 14278.033203, acc: 0.000000]\n",
"9345: [D loss: 0.000000, acc: 1.000000] [A loss: 10746.193359, acc: 0.007812]\n",
"9346: [D loss: 15.251816, acc: 0.990234] [A loss: 14468.138672, acc: 0.000000]\n",
"9347: [D loss: 0.000000, acc: 1.000000] [A loss: 10521.266602, acc: 0.000000]\n",
"9348: [D loss: 14.122707, acc: 0.988281] [A loss: 15322.708984, acc: 0.000000]\n",
"9349: [D loss: 0.000000, acc: 1.000000] [A loss: 12520.025391, acc: 0.000000]\n",
"9350: [D loss: 0.000000, acc: 1.000000] [A loss: 8372.119141, acc: 0.019531]\n",
"9351: [D loss: 36.187645, acc: 0.970703] [A loss: 21558.527344, acc: 0.000000]\n",
"9352: [D loss: 0.000000, acc: 1.000000] [A loss: 17809.935547, acc: 0.000000]\n",
"9353: [D loss: 0.000000, acc: 1.000000] [A loss: 14018.348633, acc: 0.000000]\n",
"9354: [D loss: 0.000000, acc: 1.000000] [A loss: 10632.319336, acc: 0.011719]\n",
"9355: [D loss: 17.014132, acc: 0.980469] [A loss: 18649.261719, acc: 0.000000]\n",
"9356: [D loss: 0.000000, acc: 1.000000] [A loss: 14387.758789, acc: 0.000000]\n",
"9357: [D loss: 5.787001, acc: 0.998047] [A loss: 12176.207031, acc: 0.003906]\n",
"9358: [D loss: 7.358969, acc: 0.990234] [A loss: 14832.050781, acc: 0.000000]\n",
"9359: [D loss: 0.000000, acc: 1.000000] [A loss: 11414.022461, acc: 0.000000]\n",
"9360: [D loss: 18.984224, acc: 0.990234] [A loss: 13534.777344, acc: 0.000000]\n",
"9361: [D loss: 0.000000, acc: 1.000000] [A loss: 10711.875000, acc: 0.003906]\n",
"9362: [D loss: 24.426125, acc: 0.986328] [A loss: 16219.712891, acc: 0.000000]\n",
"9363: [D loss: 0.000000, acc: 1.000000] [A loss: 12709.975586, acc: 0.000000]\n",
"9364: [D loss: 4.463487, acc: 0.996094] [A loss: 12570.201172, acc: 0.000000]\n",
"9365: [D loss: 5.584847, acc: 0.994141] [A loss: 12833.356445, acc: 0.000000]\n",
"9366: [D loss: 0.000000, acc: 1.000000] [A loss: 9947.171875, acc: 0.003906]\n",
"9367: [D loss: 23.970087, acc: 0.984375] [A loss: 17340.187500, acc: 0.000000]\n",
"9368: [D loss: 0.000000, acc: 1.000000] [A loss: 13809.400391, acc: 0.000000]\n",
"9369: [D loss: 3.237346, acc: 0.996094] [A loss: 13240.166016, acc: 0.000000]\n",
"9370: [D loss: 2.830171, acc: 0.998047] [A loss: 11535.071289, acc: 0.000000]\n",
"9371: [D loss: 10.390118, acc: 0.990234] [A loss: 15606.283203, acc: 0.000000]\n",
"9372: [D loss: 0.000000, acc: 1.000000] [A loss: 12236.481445, acc: 0.000000]\n",
"9373: [D loss: 0.486990, acc: 0.998047] [A loss: 10734.024414, acc: 0.000000]\n",
"9374: [D loss: 4.572444, acc: 0.992188] [A loss: 14340.884766, acc: 0.000000]\n",
"9375: [D loss: 0.000000, acc: 1.000000] [A loss: 10837.414062, acc: 0.011719]\n",
"9376: [D loss: 22.048319, acc: 0.986328] [A loss: 18740.632812, acc: 0.000000]\n",
"9377: [D loss: 0.000000, acc: 1.000000] [A loss: 14913.568359, acc: 0.000000]\n",
"9378: [D loss: 0.000000, acc: 1.000000] [A loss: 11540.333008, acc: 0.003906]\n",
"9379: [D loss: 4.315854, acc: 0.994141] [A loss: 13042.436523, acc: 0.000000]\n",
"9380: [D loss: 0.000000, acc: 1.000000] [A loss: 9703.216797, acc: 0.000000]\n",
"9381: [D loss: 44.162384, acc: 0.962891] [A loss: 25319.054688, acc: 0.000000]\n",
"9382: [D loss: 0.000000, acc: 1.000000] [A loss: 21782.531250, acc: 0.000000]\n",
"9383: [D loss: 0.000000, acc: 1.000000] [A loss: 17554.255859, acc: 0.000000]\n",
"9384: [D loss: 0.000000, acc: 1.000000] [A loss: 14310.148438, acc: 0.000000]\n",
"9385: [D loss: 0.689497, acc: 0.998047] [A loss: 12148.526367, acc: 0.000000]\n",
"9386: [D loss: 8.918638, acc: 0.994141] [A loss: 12692.036133, acc: 0.000000]\n",
"9387: [D loss: 7.888624, acc: 0.996094] [A loss: 11753.215820, acc: 0.000000]\n",
"9388: [D loss: 13.895254, acc: 0.990234] [A loss: 15395.291992, acc: 0.000000]\n",
"9389: [D loss: 0.000000, acc: 1.000000] [A loss: 11310.369141, acc: 0.000000]\n",
"9390: [D loss: 10.532265, acc: 0.994141] [A loss: 12537.257812, acc: 0.000000]\n",
"9391: [D loss: 2.679325, acc: 0.996094] [A loss: 11980.993164, acc: 0.000000]\n",
"9392: [D loss: 0.000000, acc: 1.000000] [A loss: 8428.892578, acc: 0.011719]\n",
"9393: [D loss: 37.524006, acc: 0.970703] [A loss: 21373.597656, acc: 0.000000]\n",
"9394: [D loss: 0.000000, acc: 1.000000] [A loss: 17549.455078, acc: 0.000000]\n",
"9395: [D loss: 0.000000, acc: 1.000000] [A loss: 13608.386719, acc: 0.000000]\n",
"9396: [D loss: 0.000000, acc: 1.000000] [A loss: 10738.886719, acc: 0.000000]\n",
"9397: [D loss: 20.284056, acc: 0.984375] [A loss: 16229.611328, acc: 0.000000]\n",
"9398: [D loss: 0.000000, acc: 1.000000] [A loss: 12778.812500, acc: 0.000000]\n",
"9399: [D loss: 0.876619, acc: 0.998047] [A loss: 11003.458984, acc: 0.003906]\n",
"9400: [D loss: 1.082217, acc: 0.998047] [A loss: 8700.455078, acc: 0.003906]\n",
"9401: [D loss: 34.290134, acc: 0.976562] [A loss: 19365.003906, acc: 0.000000]\n",
"9402: [D loss: 0.000000, acc: 1.000000] [A loss: 15980.198242, acc: 0.000000]\n",
"9403: [D loss: 0.658277, acc: 0.998047] [A loss: 13201.275391, acc: 0.000000]\n",
"9404: [D loss: 0.000000, acc: 1.000000] [A loss: 10141.638672, acc: 0.003906]\n",
"9405: [D loss: 32.759308, acc: 0.982422] [A loss: 17146.189453, acc: 0.000000]\n",
"9406: [D loss: 0.000000, acc: 1.000000] [A loss: 13758.646484, acc: 0.000000]\n",
"9407: [D loss: 0.000000, acc: 1.000000] [A loss: 10478.708008, acc: 0.007812]\n",
"9408: [D loss: 7.275079, acc: 0.994141] [A loss: 11475.213867, acc: 0.000000]\n",
"9409: [D loss: 27.797941, acc: 0.984375] [A loss: 18229.498047, acc: 0.000000]\n",
"9410: [D loss: 0.000000, acc: 1.000000] [A loss: 14467.813477, acc: 0.000000]\n",
"9411: [D loss: 0.238678, acc: 0.998047] [A loss: 12086.802734, acc: 0.000000]\n",
"9412: [D loss: 12.850864, acc: 0.992188] [A loss: 14434.035156, acc: 0.000000]\n",
"9413: [D loss: 0.307468, acc: 0.998047] [A loss: 11880.595703, acc: 0.003906]\n",
"9414: [D loss: 2.194262, acc: 0.996094] [A loss: 11881.776367, acc: 0.000000]\n",
"9415: [D loss: 2.147652, acc: 0.992188] [A loss: 14330.599609, acc: 0.000000]\n",
"9416: [D loss: 0.000000, acc: 1.000000] [A loss: 11353.035156, acc: 0.003906]\n",
"9417: [D loss: 5.114333, acc: 0.992188] [A loss: 13905.632812, acc: 0.000000]\n",
"9418: [D loss: 0.000000, acc: 1.000000] [A loss: 11044.947266, acc: 0.000000]\n",
"9419: [D loss: 6.052717, acc: 0.996094] [A loss: 10759.974609, acc: 0.000000]\n",
"9420: [D loss: 9.137526, acc: 0.992188] [A loss: 14687.790039, acc: 0.000000]\n",
"9421: [D loss: 4.486725, acc: 0.998047] [A loss: 12354.615234, acc: 0.000000]\n",
"9422: [D loss: 8.477104, acc: 0.996094] [A loss: 12591.122070, acc: 0.000000]\n",
"9423: [D loss: 2.093035, acc: 0.998047] [A loss: 11431.836914, acc: 0.007812]\n",
"9424: [D loss: 5.218719, acc: 0.988281] [A loss: 18294.144531, acc: 0.000000]\n",
"9425: [D loss: 0.000000, acc: 1.000000] [A loss: 15104.152344, acc: 0.000000]\n",
"9426: [D loss: 3.974653, acc: 0.998047] [A loss: 12699.592773, acc: 0.000000]\n",
"9427: [D loss: 0.000000, acc: 1.000000] [A loss: 9996.408203, acc: 0.000000]\n",
"9428: [D loss: 24.197762, acc: 0.980469] [A loss: 21589.062500, acc: 0.000000]\n",
"9429: [D loss: 0.000000, acc: 1.000000] [A loss: 18127.830078, acc: 0.000000]\n",
"9430: [D loss: 0.000000, acc: 1.000000] [A loss: 14648.041992, acc: 0.000000]\n",
"9431: [D loss: 0.000000, acc: 1.000000] [A loss: 11143.291016, acc: 0.000000]\n",
"9432: [D loss: 0.000000, acc: 1.000000] [A loss: 8113.161133, acc: 0.011719]\n",
"9433: [D loss: 50.390774, acc: 0.962891] [A loss: 23428.251953, acc: 0.000000]\n",
"9434: [D loss: 0.000000, acc: 1.000000] [A loss: 19241.599609, acc: 0.000000]\n",
"9435: [D loss: 0.000000, acc: 1.000000] [A loss: 15815.041992, acc: 0.000000]\n",
"9436: [D loss: 172.744888, acc: 0.998047] [A loss: 14794.685547, acc: 0.000000]\n",
"9437: [D loss: 0.000000, acc: 1.000000] [A loss: 11732.461914, acc: 0.000000]\n",
"9438: [D loss: 4.407479, acc: 0.994141] [A loss: 10667.342773, acc: 0.000000]\n",
"9439: [D loss: 20.789396, acc: 0.988281] [A loss: 12611.070312, acc: 0.000000]\n",
"9440: [D loss: 0.000000, acc: 1.000000] [A loss: 8944.879883, acc: 0.019531]\n",
"9441: [D loss: 11.521448, acc: 0.980469] [A loss: 14206.875977, acc: 0.000000]\n",
"9442: [D loss: 2.209082, acc: 0.998047] [A loss: 11312.695312, acc: 0.000000]\n",
"9443: [D loss: 9.670002, acc: 0.990234] [A loss: 12192.588867, acc: 0.000000]\n",
"9444: [D loss: 3.257298, acc: 0.996094] [A loss: 10610.255859, acc: 0.000000]\n",
"9445: [D loss: 10.111446, acc: 0.984375] [A loss: 14795.186523, acc: 0.000000]\n",
"9446: [D loss: 0.000000, acc: 1.000000] [A loss: 11476.692383, acc: 0.000000]\n",
"9447: [D loss: 48.618305, acc: 0.974609] [A loss: 18742.707031, acc: 0.000000]\n",
"9448: [D loss: 0.000000, acc: 1.000000] [A loss: 14786.732422, acc: 0.000000]\n",
"9449: [D loss: 0.000000, acc: 1.000000] [A loss: 11263.977539, acc: 0.003906]\n",
"9450: [D loss: 65.886429, acc: 0.974609] [A loss: 18117.990234, acc: 0.000000]\n",
"9451: [D loss: 0.000000, acc: 1.000000] [A loss: 14775.592773, acc: 0.000000]\n",
"9452: [D loss: 3.952765, acc: 0.998047] [A loss: 11836.266602, acc: 0.000000]\n",
"9453: [D loss: 14.872087, acc: 0.988281] [A loss: 13920.369141, acc: 0.000000]\n",
"9454: [D loss: 0.933577, acc: 0.996094] [A loss: 12389.132812, acc: 0.000000]\n",
"9455: [D loss: 2.142690, acc: 0.998047] [A loss: 9810.306641, acc: 0.003906]\n",
"9456: [D loss: 56.952114, acc: 0.968750] [A loss: 20097.023438, acc: 0.000000]\n",
"9457: [D loss: 0.000000, acc: 1.000000] [A loss: 15388.578125, acc: 0.000000]\n",
"9458: [D loss: 0.000000, acc: 1.000000] [A loss: 12115.792969, acc: 0.000000]\n",
"9459: [D loss: 15.613276, acc: 0.994141] [A loss: 11389.078125, acc: 0.003906]\n",
"9460: [D loss: 24.062634, acc: 0.982422] [A loss: 16918.304688, acc: 0.000000]\n",
"9461: [D loss: 0.000000, acc: 1.000000] [A loss: 12984.423828, acc: 0.000000]\n",
"9462: [D loss: 12.354519, acc: 0.990234] [A loss: 14585.897461, acc: 0.000000]\n",
"9463: [D loss: 14.451241, acc: 0.994141] [A loss: 13724.089844, acc: 0.000000]\n",
"9464: [D loss: 11.385197, acc: 0.996094] [A loss: 12188.977539, acc: 0.000000]\n",
"9465: [D loss: 23.838797, acc: 0.988281] [A loss: 14945.638672, acc: 0.000000]\n",
"9466: [D loss: 0.000000, acc: 1.000000] [A loss: 11175.341797, acc: 0.007812]\n",
"9467: [D loss: 56.143528, acc: 0.976562] [A loss: 20507.220703, acc: 0.000000]\n",
"9468: [D loss: 0.000000, acc: 1.000000] [A loss: 15921.362305, acc: 0.000000]\n",
"9469: [D loss: 1.699027, acc: 0.998047] [A loss: 13942.668945, acc: 0.000000]\n",
"9470: [D loss: 4.294052, acc: 0.996094] [A loss: 12155.031250, acc: 0.000000]\n",
"9471: [D loss: 16.902626, acc: 0.986328] [A loss: 17168.427734, acc: 0.000000]\n",
"9472: [D loss: 0.000000, acc: 1.000000] [A loss: 12859.418945, acc: 0.000000]\n",
"9473: [D loss: 9.635199, acc: 0.992188] [A loss: 14483.251953, acc: 0.000000]\n",
"9474: [D loss: 4.937141, acc: 0.996094] [A loss: 13154.935547, acc: 0.000000]\n",
"9475: [D loss: 17.351002, acc: 0.988281] [A loss: 18450.480469, acc: 0.000000]\n",
"9476: [D loss: 4.205785, acc: 0.998047] [A loss: 15417.548828, acc: 0.003906]\n",
"9477: [D loss: 0.000000, acc: 1.000000] [A loss: 11311.210938, acc: 0.000000]\n",
"9478: [D loss: 27.147909, acc: 0.986328] [A loss: 17769.146484, acc: 0.000000]\n",
"9479: [D loss: 0.000000, acc: 1.000000] [A loss: 14548.449219, acc: 0.000000]\n",
"9480: [D loss: 17.169737, acc: 0.994141] [A loss: 15130.281250, acc: 0.000000]\n",
"9481: [D loss: 0.000000, acc: 1.000000] [A loss: 11243.627930, acc: 0.000000]\n",
"9482: [D loss: 54.101856, acc: 0.970703] [A loss: 25711.130859, acc: 0.000000]\n",
"9483: [D loss: 0.000000, acc: 1.000000] [A loss: 21250.986328, acc: 0.000000]\n",
"9484: [D loss: 0.000000, acc: 1.000000] [A loss: 16088.119141, acc: 0.000000]\n",
"9485: [D loss: 0.000000, acc: 1.000000] [A loss: 12751.863281, acc: 0.003906]\n",
"9486: [D loss: 13.268121, acc: 0.992188] [A loss: 14777.222656, acc: 0.000000]\n",
"9487: [D loss: 1.868906, acc: 0.996094] [A loss: 13183.742188, acc: 0.007812]\n",
"9488: [D loss: 9.720407, acc: 0.990234] [A loss: 17419.767578, acc: 0.000000]\n",
"9489: [D loss: 0.000000, acc: 1.000000] [A loss: 13370.164062, acc: 0.000000]\n",
"9490: [D loss: 2.203960, acc: 0.994141] [A loss: 14411.031250, acc: 0.000000]\n",
"9491: [D loss: 0.632659, acc: 0.996094] [A loss: 13791.367188, acc: 0.000000]\n",
"9492: [D loss: 10.188894, acc: 0.992188] [A loss: 16532.464844, acc: 0.000000]\n",
"9493: [D loss: 5.176381, acc: 0.996094] [A loss: 16567.230469, acc: 0.000000]\n",
"9494: [D loss: 4.205769, acc: 0.996094] [A loss: 15457.916016, acc: 0.000000]\n",
"9495: [D loss: 0.000000, acc: 1.000000] [A loss: 11257.666016, acc: 0.000000]\n",
"9496: [D loss: 9.716703, acc: 0.992188] [A loss: 16070.703125, acc: 0.000000]\n",
"9497: [D loss: 7.731203, acc: 0.996094] [A loss: 16297.616211, acc: 0.000000]\n",
"9498: [D loss: 0.000000, acc: 1.000000] [A loss: 11675.041992, acc: 0.007812]\n",
"9499: [D loss: 35.251961, acc: 0.974609] [A loss: 27204.583984, acc: 0.000000]\n",
"9500: [D loss: 0.000000, acc: 1.000000] [A loss: 22409.369141, acc: 0.000000]\n",
"9501: [D loss: 0.000000, acc: 1.000000] [A loss: 18429.058594, acc: 0.000000]\n",
"9502: [D loss: 0.000000, acc: 1.000000] [A loss: 14249.554688, acc: 0.003906]\n",
"9503: [D loss: 7.040339, acc: 0.990234] [A loss: 18815.890625, acc: 0.000000]\n",
"9504: [D loss: 0.000000, acc: 1.000000] [A loss: 14876.158203, acc: 0.003906]\n",
"9505: [D loss: 0.486889, acc: 0.998047] [A loss: 12909.589844, acc: 0.000000]\n",
"9506: [D loss: 22.741177, acc: 0.986328] [A loss: 20457.595703, acc: 0.000000]\n",
"9507: [D loss: 0.000000, acc: 1.000000] [A loss: 16618.435547, acc: 0.000000]\n",
"9508: [D loss: 0.000000, acc: 1.000000] [A loss: 12608.995117, acc: 0.000000]\n",
"9509: [D loss: 13.827978, acc: 0.990234] [A loss: 18228.314453, acc: 0.003906]\n",
"9510: [D loss: 0.000000, acc: 1.000000] [A loss: 13850.614258, acc: 0.000000]\n",
"9511: [D loss: 4.319558, acc: 0.992188] [A loss: 17403.794922, acc: 0.000000]\n",
"9512: [D loss: 1.112254, acc: 0.998047] [A loss: 14663.701172, acc: 0.000000]\n",
"9513: [D loss: 0.000000, acc: 1.000000] [A loss: 10976.794922, acc: 0.007812]\n",
"9514: [D loss: 30.090729, acc: 0.978516] [A loss: 24680.816406, acc: 0.000000]\n",
"9515: [D loss: 0.000000, acc: 1.000000] [A loss: 20320.894531, acc: 0.000000]\n",
"9516: [D loss: 0.000000, acc: 1.000000] [A loss: 15943.971680, acc: 0.000000]\n",
"9517: [D loss: 0.000000, acc: 1.000000] [A loss: 12520.320312, acc: 0.000000]\n",
"9518: [D loss: 29.104244, acc: 0.978516] [A loss: 25095.923828, acc: 0.000000]\n",
"9519: [D loss: 0.000000, acc: 1.000000] [A loss: 20529.566406, acc: 0.000000]\n",
"9520: [D loss: 0.000000, acc: 1.000000] [A loss: 16529.468750, acc: 0.000000]\n",
"9521: [D loss: 0.000000, acc: 1.000000] [A loss: 12419.267578, acc: 0.000000]\n",
"9522: [D loss: 9.924503, acc: 0.988281] [A loss: 18243.900391, acc: 0.000000]\n",
"9523: [D loss: 0.000000, acc: 1.000000] [A loss: 14325.353516, acc: 0.000000]\n",
"9524: [D loss: 0.000000, acc: 1.000000] [A loss: 11178.786133, acc: 0.003906]\n",
"9525: [D loss: 54.693863, acc: 0.970703] [A loss: 25190.259766, acc: 0.000000]\n",
"9526: [D loss: 0.000000, acc: 1.000000] [A loss: 21588.623047, acc: 0.000000]\n",
"9527: [D loss: 0.000000, acc: 1.000000] [A loss: 17162.152344, acc: 0.000000]\n",
"9528: [D loss: 0.000000, acc: 1.000000] [A loss: 13377.605469, acc: 0.007812]\n",
"9529: [D loss: 2.805551, acc: 0.998047] [A loss: 10839.111328, acc: 0.011719]\n",
"9530: [D loss: 16.201576, acc: 0.990234] [A loss: 15210.109375, acc: 0.000000]\n",
"9531: [D loss: 7.609563, acc: 0.996094] [A loss: 14495.583984, acc: 0.000000]\n",
"9532: [D loss: 3.033856, acc: 0.998047] [A loss: 12284.115234, acc: 0.003906]\n",
"9533: [D loss: 45.051445, acc: 0.980469] [A loss: 21782.894531, acc: 0.000000]\n",
"9534: [D loss: 0.000000, acc: 1.000000] [A loss: 17424.962891, acc: 0.000000]\n",
"9535: [D loss: 0.954053, acc: 0.998047] [A loss: 15753.565430, acc: 0.000000]\n",
"9536: [D loss: 0.000000, acc: 1.000000] [A loss: 11872.479492, acc: 0.000000]\n",
"9537: [D loss: 6.206346, acc: 0.994141] [A loss: 13918.296875, acc: 0.000000]\n",
"9538: [D loss: 4.590264, acc: 0.994141] [A loss: 15403.849609, acc: 0.000000]\n",
"9539: [D loss: 2.604979, acc: 0.996094] [A loss: 14798.681641, acc: 0.003906]\n",
"9540: [D loss: 0.000000, acc: 1.000000] [A loss: 10618.803711, acc: 0.007812]\n",
"9541: [D loss: 59.923523, acc: 0.978516] [A loss: 23236.058594, acc: 0.000000]\n",
"9542: [D loss: 0.000000, acc: 1.000000] [A loss: 19377.720703, acc: 0.000000]\n",
"9543: [D loss: 0.000000, acc: 1.000000] [A loss: 15496.015625, acc: 0.000000]\n",
"9544: [D loss: 0.000000, acc: 1.000000] [A loss: 12054.139648, acc: 0.000000]\n",
"9545: [D loss: 20.030109, acc: 0.986328] [A loss: 19177.537109, acc: 0.000000]\n",
"9546: [D loss: 0.000000, acc: 1.000000] [A loss: 15390.968750, acc: 0.000000]\n",
"9547: [D loss: 0.000000, acc: 1.000000] [A loss: 11283.636719, acc: 0.003906]\n",
"9548: [D loss: 23.721886, acc: 0.988281] [A loss: 17620.910156, acc: 0.000000]\n",
"9549: [D loss: 0.000000, acc: 1.000000] [A loss: 13711.460938, acc: 0.000000]\n",
"9550: [D loss: 6.411377, acc: 0.994141] [A loss: 15818.150391, acc: 0.000000]\n",
"9551: [D loss: 1.726538, acc: 0.998047] [A loss: 13063.189453, acc: 0.000000]\n",
"9552: [D loss: 6.879848, acc: 0.996094] [A loss: 14112.710938, acc: 0.000000]\n",
"9553: [D loss: 0.722553, acc: 0.998047] [A loss: 11974.129883, acc: 0.000000]\n",
"9554: [D loss: 3.419977, acc: 0.992188] [A loss: 16003.369141, acc: 0.000000]\n",
"9555: [D loss: 0.000000, acc: 1.000000] [A loss: 12216.542969, acc: 0.000000]\n",
"9556: [D loss: 9.974718, acc: 0.994141] [A loss: 15448.061523, acc: 0.000000]\n",
"9557: [D loss: 0.817959, acc: 0.998047] [A loss: 13722.660156, acc: 0.000000]\n",
"9558: [D loss: 0.705093, acc: 0.998047] [A loss: 12375.291016, acc: 0.000000]\n",
"9559: [D loss: 36.231411, acc: 0.982422] [A loss: 24786.574219, acc: 0.000000]\n",
"9560: [D loss: 0.000000, acc: 1.000000] [A loss: 20338.103516, acc: 0.000000]\n",
"9561: [D loss: 0.000000, acc: 1.000000] [A loss: 16246.105469, acc: 0.000000]\n",
"9562: [D loss: 0.633319, acc: 0.998047] [A loss: 14214.222656, acc: 0.000000]\n",
"9563: [D loss: 0.000000, acc: 1.000000] [A loss: 10449.929688, acc: 0.000000]\n",
"9564: [D loss: 28.959618, acc: 0.978516] [A loss: 24840.894531, acc: 0.000000]\n",
"9565: [D loss: 0.000000, acc: 1.000000] [A loss: 20590.193359, acc: 0.000000]\n",
"9566: [D loss: 0.000000, acc: 1.000000] [A loss: 16269.269531, acc: 0.000000]\n",
"9567: [D loss: 0.000000, acc: 1.000000] [A loss: 12782.320312, acc: 0.000000]\n",
"9568: [D loss: 16.701828, acc: 0.988281] [A loss: 19610.296875, acc: 0.000000]\n",
"9569: [D loss: 0.000000, acc: 1.000000] [A loss: 15907.562500, acc: 0.000000]\n",
"9570: [D loss: 7.548157, acc: 0.998047] [A loss: 14492.211914, acc: 0.000000]\n",
"9571: [D loss: 10.015389, acc: 0.996094] [A loss: 14419.541992, acc: 0.000000]\n",
"9572: [D loss: 9.136084, acc: 0.994141] [A loss: 15788.410156, acc: 0.000000]\n",
"9573: [D loss: 0.044996, acc: 0.998047] [A loss: 14214.750000, acc: 0.003906]\n",
"9574: [D loss: 0.929690, acc: 0.996094] [A loss: 14984.849609, acc: 0.003906]\n",
"9575: [D loss: 0.160173, acc: 0.998047] [A loss: 14476.333008, acc: 0.000000]\n",
"9576: [D loss: 1.339417, acc: 0.996094] [A loss: 15066.055664, acc: 0.000000]\n",
"9577: [D loss: 0.740374, acc: 0.998047] [A loss: 13825.129883, acc: 0.000000]\n",
"9578: [D loss: 1.512729, acc: 0.998047] [A loss: 12506.607422, acc: 0.015625]\n",
"9579: [D loss: 5.111262, acc: 0.994141] [A loss: 16248.755859, acc: 0.003906]\n",
"9580: [D loss: 0.000000, acc: 1.000000] [A loss: 12634.003906, acc: 0.000000]\n",
"9581: [D loss: 13.422516, acc: 0.986328] [A loss: 23855.646484, acc: 0.000000]\n",
"9582: [D loss: 0.000000, acc: 1.000000] [A loss: 19459.007812, acc: 0.000000]\n",
"9583: [D loss: 0.000000, acc: 1.000000] [A loss: 15595.421875, acc: 0.000000]\n",
"9584: [D loss: 0.859473, acc: 0.998047] [A loss: 14660.876953, acc: 0.000000]\n",
"9585: [D loss: 1.806335, acc: 0.998047] [A loss: 13309.254883, acc: 0.003906]\n",
"9586: [D loss: 1.167264, acc: 0.996094] [A loss: 14741.318359, acc: 0.000000]\n",
"9587: [D loss: 8.297804, acc: 0.996094] [A loss: 16368.768555, acc: 0.000000]\n",
"9588: [D loss: 11.665539, acc: 0.998047] [A loss: 15392.582031, acc: 0.000000]\n",
"9589: [D loss: 0.000000, acc: 1.000000] [A loss: 11251.111328, acc: 0.007812]\n",
"9590: [D loss: 28.919519, acc: 0.986328] [A loss: 23369.208984, acc: 0.000000]\n",
"9591: [D loss: 0.000000, acc: 1.000000] [A loss: 19854.121094, acc: 0.000000]\n",
"9592: [D loss: 0.000000, acc: 1.000000] [A loss: 15704.501953, acc: 0.000000]\n",
"9593: [D loss: 2.840898, acc: 0.998047] [A loss: 14731.059570, acc: 0.000000]\n",
"9594: [D loss: 4.147789, acc: 0.998047] [A loss: 13347.533203, acc: 0.000000]\n",
"9595: [D loss: 0.000000, acc: 1.000000] [A loss: 10215.004883, acc: 0.007812]\n",
"9596: [D loss: 83.576256, acc: 0.964844] [A loss: 28983.058594, acc: 0.000000]\n",
"9597: [D loss: 0.000000, acc: 1.000000] [A loss: 24229.710938, acc: 0.000000]\n",
"9598: [D loss: 0.000000, acc: 1.000000] [A loss: 20163.949219, acc: 0.000000]\n",
"9599: [D loss: 0.000000, acc: 1.000000] [A loss: 16620.957031, acc: 0.000000]\n",
"9600: [D loss: 0.000000, acc: 1.000000] [A loss: 12285.015625, acc: 0.000000]\n",
"9601: [D loss: 3.094713, acc: 0.992188] [A loss: 14659.451172, acc: 0.000000]\n",
"9602: [D loss: 4.004345, acc: 0.996094] [A loss: 14022.910156, acc: 0.000000]\n",
"9603: [D loss: 0.000000, acc: 1.000000] [A loss: 10799.484375, acc: 0.007812]\n",
"9604: [D loss: 45.305733, acc: 0.974609] [A loss: 23432.105469, acc: 0.000000]\n",
"9605: [D loss: 0.000000, acc: 1.000000] [A loss: 19150.490234, acc: 0.000000]\n",
"9606: [D loss: 0.000000, acc: 1.000000] [A loss: 14987.039062, acc: 0.000000]\n",
"9607: [D loss: 12.227324, acc: 0.996094] [A loss: 14380.359375, acc: 0.000000]\n",
"9608: [D loss: 0.000000, acc: 1.000000] [A loss: 10872.072266, acc: 0.003906]\n",
"9609: [D loss: 15.461314, acc: 0.988281] [A loss: 16115.708984, acc: 0.000000]\n",
"9610: [D loss: 3.223044, acc: 0.998047] [A loss: 13906.922852, acc: 0.000000]\n",
"9611: [D loss: 8.352366, acc: 0.992188] [A loss: 16563.113281, acc: 0.000000]\n",
"9612: [D loss: 0.316435, acc: 0.998047] [A loss: 14041.515625, acc: 0.000000]\n",
"9613: [D loss: 8.227517, acc: 0.996094] [A loss: 13864.051758, acc: 0.000000]\n",
"9614: [D loss: 10.239754, acc: 0.998047] [A loss: 11718.922852, acc: 0.003906]\n",
"9615: [D loss: 24.140038, acc: 0.982422] [A loss: 21713.093750, acc: 0.000000]\n",
"9616: [D loss: 0.000000, acc: 1.000000] [A loss: 18125.318359, acc: 0.000000]\n",
"9617: [D loss: 2.058397, acc: 0.996094] [A loss: 16891.138672, acc: 0.000000]\n",
"9618: [D loss: 1.585598, acc: 0.998047] [A loss: 15783.454102, acc: 0.000000]\n",
"9619: [D loss: 14.818959, acc: 0.994141] [A loss: 17015.861328, acc: 0.000000]\n",
"9620: [D loss: 11.397315, acc: 0.996094] [A loss: 16363.878906, acc: 0.000000]\n",
"9621: [D loss: 0.000000, acc: 1.000000] [A loss: 12525.291016, acc: 0.000000]\n",
"9622: [D loss: 7.489937, acc: 0.998047] [A loss: 11664.648438, acc: 0.000000]\n",
"9623: [D loss: 24.391951, acc: 0.992188] [A loss: 15189.075195, acc: 0.000000]\n",
"9624: [D loss: 3.021925, acc: 0.998047] [A loss: 14128.226562, acc: 0.000000]\n",
"9625: [D loss: 17.647026, acc: 0.988281] [A loss: 21699.312500, acc: 0.000000]\n",
"9626: [D loss: 0.000000, acc: 1.000000] [A loss: 17781.486328, acc: 0.000000]\n",
"9627: [D loss: 3.904685, acc: 0.998047] [A loss: 15121.558594, acc: 0.000000]\n",
"9628: [D loss: 1.291293, acc: 0.998047] [A loss: 14124.296875, acc: 0.000000]\n",
"9629: [D loss: 11.486309, acc: 0.996094] [A loss: 15254.644531, acc: 0.000000]\n",
"9630: [D loss: 11.203338, acc: 0.998047] [A loss: 13661.019531, acc: 0.000000]\n",
"9631: [D loss: 5.975232, acc: 0.996094] [A loss: 15502.867188, acc: 0.000000]\n",
"9632: [D loss: 0.000000, acc: 1.000000] [A loss: 11558.933594, acc: 0.000000]\n",
"9633: [D loss: 21.428045, acc: 0.990234] [A loss: 18686.365234, acc: 0.000000]\n",
"9634: [D loss: 0.000000, acc: 1.000000] [A loss: 15919.686523, acc: 0.003906]\n",
"9635: [D loss: 0.000000, acc: 1.000000] [A loss: 12633.950195, acc: 0.003906]\n",
"9636: [D loss: 14.439724, acc: 0.988281] [A loss: 21929.548828, acc: 0.000000]\n",
"9637: [D loss: 0.000000, acc: 1.000000] [A loss: 18124.220703, acc: 0.000000]\n",
"9638: [D loss: 0.000000, acc: 1.000000] [A loss: 13651.609375, acc: 0.007812]\n",
"9639: [D loss: 3.045359, acc: 0.996094] [A loss: 15397.644531, acc: 0.000000]\n",
"9640: [D loss: 2.501459, acc: 0.998047] [A loss: 14093.093750, acc: 0.000000]\n",
"9641: [D loss: 0.000000, acc: 1.000000] [A loss: 10380.570312, acc: 0.003906]\n",
"9642: [D loss: 37.782883, acc: 0.982422] [A loss: 24359.138672, acc: 0.000000]\n",
"9643: [D loss: 0.000000, acc: 1.000000] [A loss: 20475.468750, acc: 0.000000]\n",
"9644: [D loss: 0.000000, acc: 1.000000] [A loss: 16321.756836, acc: 0.000000]\n",
"9645: [D loss: 0.000000, acc: 1.000000] [A loss: 12858.755859, acc: 0.000000]\n",
"9646: [D loss: 12.459219, acc: 0.994141] [A loss: 15340.702148, acc: 0.000000]\n",
"9647: [D loss: 0.000000, acc: 1.000000] [A loss: 12069.704102, acc: 0.000000]\n",
"9648: [D loss: 21.422289, acc: 0.990234] [A loss: 18753.298828, acc: 0.000000]\n",
"9649: [D loss: 0.000000, acc: 1.000000] [A loss: 15073.826172, acc: 0.003906]\n",
"9650: [D loss: 1.936447, acc: 0.996094] [A loss: 17054.208984, acc: 0.000000]\n",
"9651: [D loss: 0.000000, acc: 1.000000] [A loss: 12990.255859, acc: 0.000000]\n",
"9652: [D loss: 5.851197, acc: 0.990234] [A loss: 20990.816406, acc: 0.000000]\n",
"9653: [D loss: 0.000000, acc: 1.000000] [A loss: 16294.447266, acc: 0.000000]\n",
"9654: [D loss: 3.272608, acc: 0.996094] [A loss: 17947.203125, acc: 0.000000]\n",
"9655: [D loss: 1.647246, acc: 0.998047] [A loss: 16383.667969, acc: 0.000000]\n",
"9656: [D loss: 0.000000, acc: 1.000000] [A loss: 12574.195312, acc: 0.003906]\n",
"9657: [D loss: 5.868243, acc: 0.994141] [A loss: 16602.615234, acc: 0.000000]\n",
"9658: [D loss: 0.000000, acc: 1.000000] [A loss: 13262.915039, acc: 0.000000]\n",
"9659: [D loss: 9.234978, acc: 0.994141] [A loss: 17334.191406, acc: 0.000000]\n",
"9660: [D loss: 0.000000, acc: 1.000000] [A loss: 13741.436523, acc: 0.000000]\n",
"9661: [D loss: 0.000000, acc: 1.000000] [A loss: 10068.228516, acc: 0.027344]\n",
"9662: [D loss: 23.828659, acc: 0.982422] [A loss: 24432.134766, acc: 0.000000]\n",
"9663: [D loss: 0.000000, acc: 1.000000] [A loss: 20690.025391, acc: 0.000000]\n",
"9664: [D loss: 0.000000, acc: 1.000000] [A loss: 16240.562500, acc: 0.000000]\n",
"9665: [D loss: 1.757050, acc: 0.998047] [A loss: 15073.970703, acc: 0.000000]\n",
"9666: [D loss: 3.939360, acc: 0.996094] [A loss: 16661.433594, acc: 0.000000]\n",
"9667: [D loss: 0.000000, acc: 1.000000] [A loss: 12887.293945, acc: 0.000000]\n",
"9668: [D loss: 7.375071, acc: 0.992188] [A loss: 18874.447266, acc: 0.000000]\n",
"9669: [D loss: 0.000000, acc: 1.000000] [A loss: 14995.724609, acc: 0.003906]\n",
"9670: [D loss: 2.520029, acc: 0.998047] [A loss: 13573.567383, acc: 0.000000]\n",
"9671: [D loss: 11.453043, acc: 0.998047] [A loss: 12660.387695, acc: 0.000000]\n",
"9672: [D loss: 8.616088, acc: 0.990234] [A loss: 21778.720703, acc: 0.000000]\n",
"9673: [D loss: 0.000000, acc: 1.000000] [A loss: 17732.324219, acc: 0.000000]\n",
"9674: [D loss: 0.000000, acc: 1.000000] [A loss: 13361.087891, acc: 0.000000]\n",
"9675: [D loss: 2.629073, acc: 0.998047] [A loss: 12716.351562, acc: 0.000000]\n",
"9676: [D loss: 13.864088, acc: 0.988281] [A loss: 23567.164062, acc: 0.000000]\n",
"9677: [D loss: 0.000000, acc: 1.000000] [A loss: 19889.029297, acc: 0.000000]\n",
"9678: [D loss: 0.000000, acc: 1.000000] [A loss: 15494.360352, acc: 0.000000]\n",
"9679: [D loss: 0.358342, acc: 0.998047] [A loss: 14591.934570, acc: 0.000000]\n",
"9680: [D loss: 5.768485, acc: 0.996094] [A loss: 15742.776367, acc: 0.000000]\n",
"9681: [D loss: 0.000000, acc: 1.000000] [A loss: 11913.595703, acc: 0.000000]\n",
"9682: [D loss: 23.025068, acc: 0.988281] [A loss: 23203.529297, acc: 0.000000]\n",
"9683: [D loss: 0.000000, acc: 1.000000] [A loss: 19232.673828, acc: 0.000000]\n",
"9684: [D loss: 0.000000, acc: 1.000000] [A loss: 14720.087891, acc: 0.000000]\n",
"9685: [D loss: 1.408031, acc: 0.998047] [A loss: 14107.005859, acc: 0.000000]\n",
"9686: [D loss: 3.002981, acc: 0.996094] [A loss: 15389.415039, acc: 0.000000]\n",
"9687: [D loss: 0.000000, acc: 1.000000] [A loss: 12079.117188, acc: 0.003906]\n",
"9688: [D loss: 6.069646, acc: 0.996094] [A loss: 14128.102539, acc: 0.003906]\n",
"9689: [D loss: 0.664837, acc: 0.996094] [A loss: 17052.646484, acc: 0.000000]\n",
"9690: [D loss: 0.690405, acc: 0.998047] [A loss: 16592.224609, acc: 0.000000]\n",
"9691: [D loss: 0.000000, acc: 1.000000] [A loss: 12456.799805, acc: 0.003906]\n",
"9692: [D loss: 20.313753, acc: 0.990234] [A loss: 21908.265625, acc: 0.000000]\n",
"9693: [D loss: 0.000000, acc: 1.000000] [A loss: 18207.275391, acc: 0.000000]\n",
"9694: [D loss: 0.000000, acc: 1.000000] [A loss: 14887.320312, acc: 0.003906]\n",
"9695: [D loss: 0.000000, acc: 1.000000] [A loss: 11155.251953, acc: 0.003906]\n",
"9696: [D loss: 25.092098, acc: 0.988281] [A loss: 21962.929688, acc: 0.000000]\n",
"9697: [D loss: 0.000000, acc: 1.000000] [A loss: 18900.839844, acc: 0.000000]\n",
"9698: [D loss: 0.000000, acc: 1.000000] [A loss: 14477.793945, acc: 0.000000]\n",
"9699: [D loss: 4.595874, acc: 0.994141] [A loss: 19114.171875, acc: 0.000000]\n",
"9700: [D loss: 0.000000, acc: 1.000000] [A loss: 15793.004883, acc: 0.003906]\n",
"9701: [D loss: 10.546491, acc: 0.996094] [A loss: 17147.179688, acc: 0.000000]\n",
"9702: [D loss: 0.000000, acc: 1.000000] [A loss: 14126.987305, acc: 0.000000]\n",
"9703: [D loss: 2.503523, acc: 0.994141] [A loss: 18286.945312, acc: 0.000000]\n",
"9704: [D loss: 0.000000, acc: 1.000000] [A loss: 14619.621094, acc: 0.007812]\n",
"9705: [D loss: 6.191903, acc: 0.996094] [A loss: 18275.312500, acc: 0.000000]\n",
"9706: [D loss: 0.000000, acc: 1.000000] [A loss: 14110.631836, acc: 0.000000]\n",
"9707: [D loss: 11.073027, acc: 0.994141] [A loss: 19599.185547, acc: 0.000000]\n",
"9708: [D loss: 0.000000, acc: 1.000000] [A loss: 15853.881836, acc: 0.000000]\n",
"9709: [D loss: 0.000000, acc: 1.000000] [A loss: 11884.162109, acc: 0.000000]\n",
"9710: [D loss: 221.806229, acc: 0.990234] [A loss: 16716.351562, acc: 0.003906]\n",
"9711: [D loss: 5.465247, acc: 0.994141] [A loss: 17910.371094, acc: 0.000000]\n",
"9712: [D loss: 0.000000, acc: 1.000000] [A loss: 13826.608398, acc: 0.000000]\n",
"9713: [D loss: 13.461544, acc: 0.996094] [A loss: 13528.875977, acc: 0.003906]\n",
"9714: [D loss: 49.723965, acc: 0.976562] [A loss: 24295.539062, acc: 0.000000]\n",
"9715: [D loss: 0.000000, acc: 1.000000] [A loss: 20065.691406, acc: 0.000000]\n",
"9716: [D loss: 0.000000, acc: 1.000000] [A loss: 15189.617188, acc: 0.000000]\n",
"9717: [D loss: 11.243222, acc: 0.994141] [A loss: 14813.837891, acc: 0.000000]\n",
"9718: [D loss: 9.280346, acc: 0.990234] [A loss: 18642.498047, acc: 0.000000]\n",
"9719: [D loss: 0.000000, acc: 1.000000] [A loss: 14152.840820, acc: 0.000000]\n",
"9720: [D loss: 13.192842, acc: 0.994141] [A loss: 14201.576172, acc: 0.003906]\n",
"9721: [D loss: 7.781902, acc: 0.992188] [A loss: 16290.906250, acc: 0.003906]\n",
"9722: [D loss: 0.000551, acc: 1.000000] [A loss: 12207.816406, acc: 0.003906]\n",
"9723: [D loss: 33.727192, acc: 0.978516] [A loss: 21361.529297, acc: 0.000000]\n",
"9724: [D loss: 0.000000, acc: 1.000000] [A loss: 17094.730469, acc: 0.003906]\n",
"9725: [D loss: 0.447545, acc: 0.998047] [A loss: 14866.417969, acc: 0.000000]\n",
"9726: [D loss: 19.922657, acc: 0.988281] [A loss: 18622.363281, acc: 0.000000]\n",
"9727: [D loss: 2.242965, acc: 0.998047] [A loss: 15983.537109, acc: 0.000000]\n",
"9728: [D loss: 0.000000, acc: 1.000000] [A loss: 11787.168945, acc: 0.000000]\n",
"9729: [D loss: 76.097572, acc: 0.964844] [A loss: 25974.935547, acc: 0.000000]\n",
"9730: [D loss: 0.000000, acc: 1.000000] [A loss: 20963.103516, acc: 0.000000]\n",
"9731: [D loss: 0.000000, acc: 1.000000] [A loss: 16755.058594, acc: 0.000000]\n",
"9732: [D loss: 3.726788, acc: 0.998047] [A loss: 14077.508789, acc: 0.000000]\n",
"9733: [D loss: 5.518596, acc: 0.994141] [A loss: 13609.413086, acc: 0.000000]\n",
"9734: [D loss: 6.487806, acc: 0.992188] [A loss: 14807.251953, acc: 0.000000]\n",
"9735: [D loss: 2.378716, acc: 0.988281] [A loss: 18128.656250, acc: 0.000000]\n",
"9736: [D loss: 5.660819, acc: 0.998047] [A loss: 15556.168945, acc: 0.000000]\n",
"9737: [D loss: 1.967648, acc: 0.996094] [A loss: 13725.158203, acc: 0.003906]\n",
"9738: [D loss: 12.231749, acc: 0.988281] [A loss: 17809.066406, acc: 0.000000]\n",
"9739: [D loss: 1.089497, acc: 0.998047] [A loss: 15183.497070, acc: 0.000000]\n",
"9740: [D loss: 20.839417, acc: 0.992188] [A loss: 17068.136719, acc: 0.000000]\n",
"9741: [D loss: 0.300565, acc: 0.998047] [A loss: 14732.796875, acc: 0.003906]\n",
"9742: [D loss: 0.000000, acc: 1.000000] [A loss: 10673.008789, acc: 0.007812]\n",
"9743: [D loss: 148.891571, acc: 0.939453] [A loss: 30081.476562, acc: 0.000000]\n",
"9744: [D loss: 0.000000, acc: 1.000000] [A loss: 25181.060547, acc: 0.000000]\n",
"9745: [D loss: 0.000000, acc: 1.000000] [A loss: 20130.285156, acc: 0.000000]\n",
"9746: [D loss: 0.000000, acc: 1.000000] [A loss: 16214.403320, acc: 0.003906]\n",
"9747: [D loss: 0.000000, acc: 1.000000] [A loss: 11705.197266, acc: 0.015625]\n",
"9748: [D loss: 74.414688, acc: 0.964844] [A loss: 22795.302734, acc: 0.000000]\n",
"9749: [D loss: 0.000000, acc: 1.000000] [A loss: 17715.894531, acc: 0.003906]\n",
"9750: [D loss: 3.291960, acc: 0.998047] [A loss: 14476.882812, acc: 0.003906]\n",
"9751: [D loss: 35.709389, acc: 0.988281] [A loss: 16322.618164, acc: 0.003906]\n",
"9752: [D loss: 2.115190, acc: 0.998047] [A loss: 12787.774414, acc: 0.003906]\n",
"9753: [D loss: 40.067196, acc: 0.980469] [A loss: 17922.984375, acc: 0.000000]\n",
"9754: [D loss: 2.162165, acc: 0.998047] [A loss: 14480.373047, acc: 0.000000]\n",
"9755: [D loss: 13.706248, acc: 0.990234] [A loss: 15747.527344, acc: 0.000000]\n",
"9756: [D loss: 0.000000, acc: 1.000000] [A loss: 11358.057617, acc: 0.007812]\n",
"9757: [D loss: 36.123718, acc: 0.982422] [A loss: 17042.992188, acc: 0.000000]\n",
"9758: [D loss: 0.000000, acc: 1.000000] [A loss: 13135.639648, acc: 0.003906]\n",
"9759: [D loss: 22.180019, acc: 0.982422] [A loss: 18141.503906, acc: 0.000000]\n",
"9760: [D loss: 7.237467, acc: 0.996094] [A loss: 17514.281250, acc: 0.000000]\n",
"9761: [D loss: 0.000000, acc: 1.000000] [A loss: 13006.296875, acc: 0.011719]\n",
"9762: [D loss: 40.822323, acc: 0.982422] [A loss: 18956.738281, acc: 0.000000]\n",
"9763: [D loss: 0.000000, acc: 1.000000] [A loss: 13766.915039, acc: 0.000000]\n",
"9764: [D loss: 8.040619, acc: 0.994141] [A loss: 14004.619141, acc: 0.000000]\n",
"9765: [D loss: 23.797644, acc: 0.992188] [A loss: 14891.261719, acc: 0.000000]\n",
"9766: [D loss: 12.270634, acc: 0.992188] [A loss: 15758.233398, acc: 0.000000]\n",
"9767: [D loss: 5.533253, acc: 0.992188] [A loss: 18192.367188, acc: 0.000000]\n",
"9768: [D loss: 4.512134, acc: 0.998047] [A loss: 15485.043945, acc: 0.000000]\n",
"9769: [D loss: 10.492837, acc: 0.996094] [A loss: 14171.111328, acc: 0.000000]\n",
"9770: [D loss: 36.294205, acc: 0.976562] [A loss: 25407.246094, acc: 0.000000]\n",
"9771: [D loss: 0.000000, acc: 1.000000] [A loss: 20488.320312, acc: 0.000000]\n",
"9772: [D loss: 0.000000, acc: 1.000000] [A loss: 16135.815430, acc: 0.000000]\n",
"9773: [D loss: 13.163020, acc: 0.996094] [A loss: 15509.015625, acc: 0.003906]\n",
"9774: [D loss: 14.019283, acc: 0.996094] [A loss: 14341.313477, acc: 0.000000]\n",
"9775: [D loss: 16.908169, acc: 0.992188] [A loss: 16478.632812, acc: 0.000000]\n",
"9776: [D loss: 0.000000, acc: 1.000000] [A loss: 12211.618164, acc: 0.007812]\n",
"9777: [D loss: 20.188654, acc: 0.984375] [A loss: 21250.646484, acc: 0.000000]\n",
"9778: [D loss: 0.000000, acc: 1.000000] [A loss: 16619.544922, acc: 0.000000]\n",
"9779: [D loss: 0.506326, acc: 0.998047] [A loss: 14709.952148, acc: 0.003906]\n",
"9780: [D loss: 33.304211, acc: 0.986328] [A loss: 21292.638672, acc: 0.000000]\n",
"9781: [D loss: 0.000000, acc: 1.000000] [A loss: 16280.215820, acc: 0.000000]\n",
"9782: [D loss: 0.000000, acc: 1.000000] [A loss: 13124.207031, acc: 0.007812]\n",
"9783: [D loss: 36.497498, acc: 0.982422] [A loss: 22833.105469, acc: 0.000000]\n",
"9784: [D loss: 0.000000, acc: 1.000000] [A loss: 18153.964844, acc: 0.000000]\n",
"9785: [D loss: 0.000000, acc: 1.000000] [A loss: 14314.156250, acc: 0.007812]\n",
"9786: [D loss: 20.370169, acc: 0.992188] [A loss: 17340.070312, acc: 0.000000]\n",
"9787: [D loss: 9.789682, acc: 0.994141] [A loss: 18578.968750, acc: 0.000000]\n",
"9788: [D loss: 0.000000, acc: 1.000000] [A loss: 13826.285156, acc: 0.000000]\n",
"9789: [D loss: 5.715756, acc: 0.992188] [A loss: 17119.373047, acc: 0.000000]\n",
"9790: [D loss: 7.927364, acc: 0.996094] [A loss: 17130.597656, acc: 0.000000]\n",
"9791: [D loss: 13.911381, acc: 0.996094] [A loss: 16795.392578, acc: 0.000000]\n",
"9792: [D loss: 4.137611, acc: 0.998047] [A loss: 15001.951172, acc: 0.000000]\n",
"9793: [D loss: 19.548738, acc: 0.988281] [A loss: 23093.380859, acc: 0.000000]\n",
"9794: [D loss: 0.000000, acc: 1.000000] [A loss: 18392.906250, acc: 0.000000]\n",
"9795: [D loss: 0.000000, acc: 1.000000] [A loss: 15100.360352, acc: 0.000000]\n",
"9796: [D loss: 16.192274, acc: 0.990234] [A loss: 20503.250000, acc: 0.000000]\n",
"9797: [D loss: 0.000000, acc: 1.000000] [A loss: 16384.337891, acc: 0.003906]\n",
"9798: [D loss: 11.816118, acc: 0.996094] [A loss: 17557.191406, acc: 0.000000]\n",
"9799: [D loss: 0.940769, acc: 0.998047] [A loss: 15173.916016, acc: 0.003906]\n",
"9800: [D loss: 24.211359, acc: 0.990234] [A loss: 22843.222656, acc: 0.000000]\n",
"9801: [D loss: 0.000000, acc: 1.000000] [A loss: 19140.472656, acc: 0.000000]\n",
"9802: [D loss: 0.441484, acc: 0.996094] [A loss: 19145.068359, acc: 0.000000]\n",
"9803: [D loss: 0.000000, acc: 1.000000] [A loss: 15219.688477, acc: 0.000000]\n",
"9804: [D loss: 18.999535, acc: 0.990234] [A loss: 22765.857422, acc: 0.000000]\n",
"9805: [D loss: 0.238822, acc: 0.998047] [A loss: 20595.861328, acc: 0.000000]\n",
"9806: [D loss: 0.000000, acc: 1.000000] [A loss: 16879.609375, acc: 0.000000]\n",
"9807: [D loss: 6.000343, acc: 0.994141] [A loss: 20396.449219, acc: 0.000000]\n",
"9808: [D loss: 0.000000, acc: 1.000000] [A loss: 16342.646484, acc: 0.000000]\n",
"9809: [D loss: 5.029748, acc: 0.996094] [A loss: 17368.496094, acc: 0.000000]\n",
"9810: [D loss: 0.000000, acc: 1.000000] [A loss: 13657.590820, acc: 0.003906]\n",
"9811: [D loss: 30.178249, acc: 0.992188] [A loss: 20630.332031, acc: 0.000000]\n",
"9812: [D loss: 0.000000, acc: 1.000000] [A loss: 16719.011719, acc: 0.000000]\n",
"9813: [D loss: 7.451427, acc: 0.996094] [A loss: 18639.962891, acc: 0.000000]\n",
"9814: [D loss: 0.000000, acc: 1.000000] [A loss: 14369.041992, acc: 0.000000]\n",
"9815: [D loss: 25.430132, acc: 0.986328] [A loss: 27947.398438, acc: 0.000000]\n",
"9816: [D loss: 0.000000, acc: 1.000000] [A loss: 23102.152344, acc: 0.000000]\n",
"9817: [D loss: 0.000000, acc: 1.000000] [A loss: 18055.812500, acc: 0.000000]\n",
"9818: [D loss: 0.000000, acc: 1.000000] [A loss: 14748.538086, acc: 0.000000]\n",
"9819: [D loss: 17.307219, acc: 0.998047] [A loss: 13997.282227, acc: 0.000000]\n",
"9820: [D loss: 38.770313, acc: 0.980469] [A loss: 29722.132812, acc: 0.000000]\n",
"9821: [D loss: 0.000000, acc: 1.000000] [A loss: 24744.742188, acc: 0.000000]\n",
"9822: [D loss: 0.000000, acc: 1.000000] [A loss: 21041.628906, acc: 0.000000]\n",
"9823: [D loss: 1.360068, acc: 0.998047] [A loss: 19252.369141, acc: 0.000000]\n",
"9824: [D loss: 0.000000, acc: 1.000000] [A loss: 15272.923828, acc: 0.000000]\n",
"9825: [D loss: 16.001522, acc: 0.992188] [A loss: 21004.441406, acc: 0.000000]\n",
"9826: [D loss: 0.000000, acc: 1.000000] [A loss: 17046.535156, acc: 0.000000]\n",
"9827: [D loss: 3.282746, acc: 0.998047] [A loss: 14792.212891, acc: 0.003906]\n",
"9828: [D loss: 16.221588, acc: 0.988281] [A loss: 25325.345703, acc: 0.000000]\n",
"9829: [D loss: 0.000000, acc: 1.000000] [A loss: 20493.054688, acc: 0.000000]\n",
"9830: [D loss: 0.000000, acc: 1.000000] [A loss: 16354.665039, acc: 0.003906]\n",
"9831: [D loss: 13.227363, acc: 0.992188] [A loss: 21541.250000, acc: 0.000000]\n",
"9832: [D loss: 0.000000, acc: 1.000000] [A loss: 17350.943359, acc: 0.003906]\n",
"9833: [D loss: 1.424363, acc: 0.998047] [A loss: 16363.547852, acc: 0.000000]\n",
"9834: [D loss: 7.976202, acc: 0.996094] [A loss: 17503.433594, acc: 0.003906]\n",
"9835: [D loss: 8.825654, acc: 0.992188] [A loss: 24519.488281, acc: 0.000000]\n",
"9836: [D loss: 0.000000, acc: 1.000000] [A loss: 19816.832031, acc: 0.000000]\n",
"9837: [D loss: 2.454203, acc: 0.998047] [A loss: 18006.388672, acc: 0.000000]\n",
"9838: [D loss: 0.000000, acc: 1.000000] [A loss: 13832.539062, acc: 0.007812]\n",
"9839: [D loss: 17.891787, acc: 0.988281] [A loss: 25989.175781, acc: 0.000000]\n",
"9840: [D loss: 0.000000, acc: 1.000000] [A loss: 22075.746094, acc: 0.000000]\n",
"9841: [D loss: 0.000000, acc: 1.000000] [A loss: 16491.982422, acc: 0.000000]\n",
"9842: [D loss: 1.871744, acc: 0.996094] [A loss: 19081.882812, acc: 0.000000]\n",
"9843: [D loss: 0.000000, acc: 1.000000] [A loss: 15330.347656, acc: 0.000000]\n",
"9844: [D loss: 19.366760, acc: 0.998047] [A loss: 13587.938477, acc: 0.007812]\n",
"9845: [D loss: 21.668667, acc: 0.982422] [A loss: 29520.921875, acc: 0.000000]\n",
"9846: [D loss: 0.000000, acc: 1.000000] [A loss: 24870.892578, acc: 0.000000]\n",
"9847: [D loss: 0.000000, acc: 1.000000] [A loss: 20149.750000, acc: 0.000000]\n",
"9848: [D loss: 0.000000, acc: 1.000000] [A loss: 16113.636719, acc: 0.000000]\n",
"9849: [D loss: 2.980653, acc: 0.996094] [A loss: 18126.789062, acc: 0.000000]\n",
"9850: [D loss: 0.000000, acc: 1.000000] [A loss: 13592.175781, acc: 0.011719]\n",
"9851: [D loss: 37.931969, acc: 0.978516] [A loss: 30504.580078, acc: 0.000000]\n",
"9852: [D loss: 0.000000, acc: 1.000000] [A loss: 25426.771484, acc: 0.000000]\n",
"9853: [D loss: 0.000000, acc: 1.000000] [A loss: 21143.128906, acc: 0.000000]\n",
"9854: [D loss: 4.173393, acc: 0.996094] [A loss: 21334.996094, acc: 0.000000]\n",
"9855: [D loss: 0.000000, acc: 1.000000] [A loss: 17054.701172, acc: 0.000000]\n",
"9856: [D loss: 4.890780, acc: 0.998047] [A loss: 14879.195312, acc: 0.003906]\n",
"9857: [D loss: 27.068125, acc: 0.988281] [A loss: 22714.503906, acc: 0.000000]\n",
"9858: [D loss: 0.000000, acc: 1.000000] [A loss: 18948.277344, acc: 0.003906]\n",
"9859: [D loss: 0.000000, acc: 1.000000] [A loss: 15220.807617, acc: 0.000000]\n",
"9860: [D loss: 9.247014, acc: 0.996094] [A loss: 15957.796875, acc: 0.000000]\n",
"9861: [D loss: 8.080806, acc: 0.996094] [A loss: 16148.365234, acc: 0.000000]\n",
"9862: [D loss: 0.001626, acc: 0.998047] [A loss: 13747.576172, acc: 0.000000]\n",
"9863: [D loss: 2.849349, acc: 0.994141] [A loss: 18037.335938, acc: 0.000000]\n",
"9864: [D loss: 6.908007, acc: 0.998047] [A loss: 16747.550781, acc: 0.003906]\n",
"9865: [D loss: 1.464881, acc: 0.998047] [A loss: 15277.875000, acc: 0.000000]\n",
"9866: [D loss: 5.530088, acc: 0.996094] [A loss: 17501.349609, acc: 0.000000]\n",
"9867: [D loss: 0.000000, acc: 1.000000] [A loss: 12704.839844, acc: 0.000000]\n",
"9868: [D loss: 44.385918, acc: 0.976562] [A loss: 30334.181641, acc: 0.000000]\n",
"9869: [D loss: 0.000000, acc: 1.000000] [A loss: 26202.394531, acc: 0.000000]\n",
"9870: [D loss: 0.000000, acc: 1.000000] [A loss: 21182.263672, acc: 0.000000]\n",
"9871: [D loss: 0.000000, acc: 1.000000] [A loss: 17499.996094, acc: 0.000000]\n",
"9872: [D loss: 1.911857, acc: 0.996094] [A loss: 17891.593750, acc: 0.000000]\n",
"9873: [D loss: 0.000000, acc: 1.000000] [A loss: 12710.472656, acc: 0.000000]\n",
"9874: [D loss: 19.161533, acc: 0.988281] [A loss: 22380.445312, acc: 0.000000]\n",
"9875: [D loss: 0.000000, acc: 1.000000] [A loss: 18135.802734, acc: 0.000000]\n",
"9876: [D loss: 1.809682, acc: 0.998047] [A loss: 16318.626953, acc: 0.000000]\n",
"9877: [D loss: 1.146755, acc: 0.994141] [A loss: 18715.781250, acc: 0.000000]\n",
"9878: [D loss: 0.000000, acc: 1.000000] [A loss: 15088.283203, acc: 0.000000]\n",
"9879: [D loss: 22.099854, acc: 0.990234] [A loss: 21466.148438, acc: 0.000000]\n",
"9880: [D loss: 0.000000, acc: 1.000000] [A loss: 17675.421875, acc: 0.000000]\n",
"9881: [D loss: 5.211283, acc: 0.996094] [A loss: 17796.539062, acc: 0.000000]\n",
"9882: [D loss: 1.265559, acc: 0.998047] [A loss: 16425.525391, acc: 0.000000]\n",
"9883: [D loss: 11.563027, acc: 0.994141] [A loss: 20748.199219, acc: 0.000000]\n",
"9884: [D loss: 0.000000, acc: 1.000000] [A loss: 15896.710938, acc: 0.000000]\n",
"9885: [D loss: 5.482004, acc: 0.994141] [A loss: 19907.849609, acc: 0.000000]\n",
"9886: [D loss: 0.000000, acc: 1.000000] [A loss: 15791.306641, acc: 0.000000]\n",
"9887: [D loss: 18.668354, acc: 0.990234] [A loss: 24401.738281, acc: 0.000000]\n",
"9888: [D loss: 0.000000, acc: 1.000000] [A loss: 19383.681641, acc: 0.000000]\n",
"9889: [D loss: 0.000000, acc: 1.000000] [A loss: 15668.285156, acc: 0.003906]\n",
"9890: [D loss: 12.871668, acc: 0.992188] [A loss: 23485.634766, acc: 0.000000]\n",
"9891: [D loss: 0.000000, acc: 1.000000] [A loss: 18780.718750, acc: 0.000000]\n",
"9892: [D loss: 0.000000, acc: 1.000000] [A loss: 14206.780273, acc: 0.003906]\n",
"9893: [D loss: 6.767303, acc: 0.992188] [A loss: 22513.320312, acc: 0.000000]\n",
"9894: [D loss: 0.000000, acc: 1.000000] [A loss: 17883.173828, acc: 0.000000]\n",
"9895: [D loss: 8.635685, acc: 0.996094] [A loss: 19167.292969, acc: 0.000000]\n",
"9896: [D loss: 0.000000, acc: 1.000000] [A loss: 14537.865234, acc: 0.000000]\n",
"9897: [D loss: 12.221883, acc: 0.992188] [A loss: 22988.980469, acc: 0.000000]\n",
"9898: [D loss: 0.000000, acc: 1.000000] [A loss: 18873.652344, acc: 0.000000]\n",
"9899: [D loss: 5.909163, acc: 0.994141] [A loss: 23557.500000, acc: 0.000000]\n",
"9900: [D loss: 0.000000, acc: 1.000000] [A loss: 19288.126953, acc: 0.000000]\n",
"9901: [D loss: 0.000000, acc: 1.000000] [A loss: 15352.734375, acc: 0.000000]\n",
"9902: [D loss: 11.876069, acc: 0.988281] [A loss: 27255.748047, acc: 0.000000]\n",
"9903: [D loss: 0.000000, acc: 1.000000] [A loss: 22856.300781, acc: 0.000000]\n",
"9904: [D loss: 0.000000, acc: 1.000000] [A loss: 18970.005859, acc: 0.000000]\n",
"9905: [D loss: 0.000000, acc: 1.000000] [A loss: 14655.462891, acc: 0.000000]\n",
"9906: [D loss: 0.775302, acc: 0.996094] [A loss: 17528.156250, acc: 0.000000]\n",
"9907: [D loss: 0.000000, acc: 1.000000] [A loss: 12993.095703, acc: 0.003906]\n",
"9908: [D loss: 29.196926, acc: 0.984375] [A loss: 28191.283203, acc: 0.000000]\n",
"9909: [D loss: 0.000000, acc: 1.000000] [A loss: 24134.414062, acc: 0.000000]\n",
"9910: [D loss: 0.000000, acc: 1.000000] [A loss: 20257.718750, acc: 0.000000]\n",
"9911: [D loss: 0.000000, acc: 1.000000] [A loss: 15385.335938, acc: 0.003906]\n",
"9912: [D loss: 26.820166, acc: 0.992188] [A loss: 21332.617188, acc: 0.000000]\n",
"9913: [D loss: 0.000000, acc: 1.000000] [A loss: 17224.359375, acc: 0.000000]\n",
"9914: [D loss: 7.778776, acc: 0.998047] [A loss: 16667.787109, acc: 0.003906]\n",
"9915: [D loss: 7.560192, acc: 0.992188] [A loss: 23421.367188, acc: 0.000000]\n",
"9916: [D loss: 0.000000, acc: 1.000000] [A loss: 18599.839844, acc: 0.000000]\n",
"9917: [D loss: 0.000000, acc: 1.000000] [A loss: 14939.591797, acc: 0.007812]\n",
"9918: [D loss: 5.148698, acc: 0.992188] [A loss: 23218.150391, acc: 0.000000]\n",
"9919: [D loss: 0.000000, acc: 1.000000] [A loss: 17998.375000, acc: 0.000000]\n",
"9920: [D loss: 0.000000, acc: 1.000000] [A loss: 13758.918945, acc: 0.000000]\n",
"9921: [D loss: 41.939682, acc: 0.980469] [A loss: 30935.445312, acc: 0.000000]\n",
"9922: [D loss: 0.000000, acc: 1.000000] [A loss: 26135.185547, acc: 0.000000]\n",
"9923: [D loss: 0.000000, acc: 1.000000] [A loss: 21894.267578, acc: 0.000000]\n",
"9924: [D loss: 6.171714, acc: 0.998047] [A loss: 18946.082031, acc: 0.000000]\n",
"9925: [D loss: 0.000000, acc: 1.000000] [A loss: 15730.166016, acc: 0.000000]\n",
"9926: [D loss: 15.157150, acc: 0.990234] [A loss: 22973.482422, acc: 0.000000]\n",
"9927: [D loss: 0.000000, acc: 1.000000] [A loss: 19250.857422, acc: 0.000000]\n",
"9928: [D loss: 0.000000, acc: 1.000000] [A loss: 15469.401367, acc: 0.000000]\n",
"9929: [D loss: 8.394835, acc: 0.998047] [A loss: 13897.184570, acc: 0.003906]\n",
"9930: [D loss: 5.305820, acc: 0.990234] [A loss: 21967.996094, acc: 0.000000]\n",
"9931: [D loss: 0.000000, acc: 1.000000] [A loss: 17001.472656, acc: 0.003906]\n",
"9932: [D loss: 0.839329, acc: 0.998047] [A loss: 16095.896484, acc: 0.000000]\n",
"9933: [D loss: 8.024997, acc: 0.996094] [A loss: 16874.931641, acc: 0.000000]\n",
"9934: [D loss: 1.804429, acc: 0.998047] [A loss: 15528.902344, acc: 0.007812]\n",
"9935: [D loss: 11.687677, acc: 0.994141] [A loss: 20484.839844, acc: 0.000000]\n",
"9936: [D loss: 0.000000, acc: 1.000000] [A loss: 15615.045898, acc: 0.000000]\n",
"9937: [D loss: 17.547781, acc: 0.992188] [A loss: 23365.843750, acc: 0.000000]\n",
"9938: [D loss: 0.000000, acc: 1.000000] [A loss: 18983.603516, acc: 0.000000]\n",
"9939: [D loss: 1.014767, acc: 0.998047] [A loss: 17319.521484, acc: 0.000000]\n",
"9940: [D loss: 9.111128, acc: 0.994141] [A loss: 22451.429688, acc: 0.000000]\n",
"9941: [D loss: 0.000000, acc: 1.000000] [A loss: 17974.714844, acc: 0.000000]\n",
"9942: [D loss: 0.000000, acc: 1.000000] [A loss: 14151.680664, acc: 0.000000]\n",
"9943: [D loss: 22.960014, acc: 0.986328] [A loss: 27940.242188, acc: 0.000000]\n",
"9944: [D loss: 0.000000, acc: 1.000000] [A loss: 22564.250000, acc: 0.000000]\n",
"9945: [D loss: 0.000000, acc: 1.000000] [A loss: 18461.197266, acc: 0.000000]\n",
"9946: [D loss: 0.000000, acc: 1.000000] [A loss: 14942.632812, acc: 0.000000]\n",
"9947: [D loss: 3.854902, acc: 0.992188] [A loss: 22777.357422, acc: 0.000000]\n",
"9948: [D loss: 0.000000, acc: 1.000000] [A loss: 18129.015625, acc: 0.000000]\n",
"9949: [D loss: 10.086325, acc: 0.998047] [A loss: 17344.556641, acc: 0.000000]\n",
"9950: [D loss: 3.318678, acc: 0.998047] [A loss: 16165.479492, acc: 0.000000]\n",
"9951: [D loss: 6.476581, acc: 0.994141] [A loss: 21168.990234, acc: 0.000000]\n",
"9952: [D loss: 0.000000, acc: 1.000000] [A loss: 16516.554688, acc: 0.000000]\n",
"9953: [D loss: 5.862046, acc: 0.996094] [A loss: 19684.361328, acc: 0.000000]\n",
"9954: [D loss: 4.181277, acc: 0.998047] [A loss: 18341.158203, acc: 0.000000]\n",
"9955: [D loss: 0.996105, acc: 0.998047] [A loss: 17450.576172, acc: 0.000000]\n",
"9956: [D loss: 5.777329, acc: 0.996094] [A loss: 21056.722656, acc: 0.000000]\n",
"9957: [D loss: 0.000000, acc: 1.000000] [A loss: 16598.595703, acc: 0.003906]\n",
"9958: [D loss: 4.365367, acc: 0.994141] [A loss: 23782.052734, acc: 0.000000]\n",
"9959: [D loss: 0.000000, acc: 1.000000] [A loss: 17822.425781, acc: 0.000000]\n",
"9960: [D loss: 6.664495, acc: 0.998047] [A loss: 18431.650391, acc: 0.000000]\n",
"9961: [D loss: 0.657462, acc: 0.996094] [A loss: 23113.894531, acc: 0.000000]\n",
"9962: [D loss: 0.000000, acc: 1.000000] [A loss: 18870.851562, acc: 0.000000]\n",
"9963: [D loss: 0.000000, acc: 1.000000] [A loss: 14611.254883, acc: 0.003906]\n",
"9964: [D loss: 18.833206, acc: 0.992188] [A loss: 24778.746094, acc: 0.000000]\n",
"9965: [D loss: 0.000000, acc: 1.000000] [A loss: 21263.142578, acc: 0.000000]\n",
"9966: [D loss: 0.000000, acc: 1.000000] [A loss: 17290.126953, acc: 0.000000]\n",
"9967: [D loss: 3.159946, acc: 0.998047] [A loss: 16948.484375, acc: 0.000000]\n",
"9968: [D loss: 6.401481, acc: 0.994141] [A loss: 23867.347656, acc: 0.000000]\n",
"9969: [D loss: 0.000000, acc: 1.000000] [A loss: 19037.998047, acc: 0.000000]\n",
"9970: [D loss: 3.137144, acc: 0.998047] [A loss: 19524.279297, acc: 0.000000]\n",
"9971: [D loss: 0.000000, acc: 1.000000] [A loss: 15857.664062, acc: 0.003906]\n",
"9972: [D loss: 11.464868, acc: 0.994141] [A loss: 23628.041016, acc: 0.000000]\n",
"9973: [D loss: 0.000000, acc: 1.000000] [A loss: 19677.298828, acc: 0.000000]\n",
"9974: [D loss: 0.000000, acc: 1.000000] [A loss: 14864.046875, acc: 0.003906]\n",
"9975: [D loss: 10.781170, acc: 0.994141] [A loss: 23253.171875, acc: 0.000000]\n",
"9976: [D loss: 0.000000, acc: 1.000000] [A loss: 19108.076172, acc: 0.000000]\n",
"9977: [D loss: 0.440148, acc: 0.998047] [A loss: 19665.519531, acc: 0.000000]\n",
"9978: [D loss: 0.000000, acc: 1.000000] [A loss: 15847.115234, acc: 0.003906]\n",
"9979: [D loss: 13.861483, acc: 0.992188] [A loss: 27603.294922, acc: 0.000000]\n",
"9980: [D loss: 0.000000, acc: 1.000000] [A loss: 22272.888672, acc: 0.000000]\n",
"9981: [D loss: 0.000000, acc: 1.000000] [A loss: 17773.341797, acc: 0.000000]\n",
"9982: [D loss: 9.227448, acc: 0.996094] [A loss: 22383.656250, acc: 0.000000]\n",
"9983: [D loss: 0.000000, acc: 1.000000] [A loss: 18282.267578, acc: 0.000000]\n",
"9984: [D loss: 3.628573, acc: 0.996094] [A loss: 22050.738281, acc: 0.000000]\n",
"9985: [D loss: 0.000000, acc: 1.000000] [A loss: 18787.511719, acc: 0.000000]\n",
"9986: [D loss: 4.578923, acc: 0.996094] [A loss: 23015.958984, acc: 0.000000]\n",
"9987: [D loss: 0.000000, acc: 1.000000] [A loss: 19328.082031, acc: 0.000000]\n",
"9988: [D loss: 1.788765, acc: 0.998047] [A loss: 18668.925781, acc: 0.000000]\n",
"9989: [D loss: 14.387516, acc: 0.994141] [A loss: 28043.072266, acc: 0.000000]\n",
"9990: [D loss: 0.000000, acc: 1.000000] [A loss: 23615.179688, acc: 0.000000]\n",
"9991: [D loss: 4.113077, acc: 0.996094] [A loss: 27567.388672, acc: 0.000000]\n",
"9992: [D loss: 0.000000, acc: 1.000000] [A loss: 23389.933594, acc: 0.000000]\n",
"9993: [D loss: 0.000000, acc: 1.000000] [A loss: 18502.246094, acc: 0.000000]\n",
"9994: [D loss: 0.000000, acc: 1.000000] [A loss: 15445.027344, acc: 0.003906]\n",
"9995: [D loss: 10.437888, acc: 0.994141] [A loss: 24289.101562, acc: 0.000000]\n",
"9996: [D loss: 0.000000, acc: 1.000000] [A loss: 19879.375000, acc: 0.000000]\n",
"9997: [D loss: 26.796415, acc: 0.998047] [A loss: 19323.921875, acc: 0.000000]\n",
"9998: [D loss: 9.493814, acc: 0.992188] [A loss: 24886.679688, acc: 0.000000]\n",
"9999: [D loss: 0.000000, acc: 1.000000] [A loss: 19951.308594, acc: 0.000000]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 729
},
"id": "iI6yJY8K11m-",
"outputId": "0457923e-ad76-45a3-ad5c-f721412285db"
},
"source": [
"mnist_dcgan.plot_images(fake=True)"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 720x720 with 16 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
}
]
}