In [1]:
# Libraries
import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data
mnist = input_data.read_data_sets(".", one_hot=True, reshape=False)
Successfully downloaded train-images-idx3-ubyte.gz 9912422 bytes.
Extracting ./train-images-idx3-ubyte.gz
Successfully downloaded train-labels-idx1-ubyte.gz 28881 bytes.
Extracting ./train-labels-idx1-ubyte.gz
Successfully downloaded t10k-images-idx3-ubyte.gz 1648877 bytes.
Extracting ./t10k-images-idx3-ubyte.gz
Successfully downloaded t10k-labels-idx1-ubyte.gz 4542 bytes.
Extracting ./t10k-labels-idx1-ubyte.gz
In [2]:
# Initialisation
# Parameters
learning_rate = 0.00001
epochs = 10
batch_size = 128
# Number of samples to calculate validation and accuracy
# Decrease this if you're running out of memory to calculate accuracy
test_valid_size = 256
# Network Parameters
n_classes = 10 # MNIST total classes (0-9 digits)
dropout = 0.75 # Dropout, probability to keep units
# Store layers weight & bias
weights = {
'wc1': tf.Variable(tf.random_normal([5, 5, 1, 32])),
'wc2': tf.Variable(tf.random_normal([5, 5, 32, 64])),
'wd1': tf.Variable(tf.random_normal([7*7*64, 1024])),
'out': tf.Variable(tf.random_normal([1024, n_classes]))}
biases = {
'bc1': tf.Variable(tf.random_normal([32])),
'bc2': tf.Variable(tf.random_normal([64])),
'bd1': tf.Variable(tf.random_normal([1024])),
'out': tf.Variable(tf.random_normal([n_classes]))}
In [3]:
# Functions to define CNN
def conv2d(x, W, b, strides=1):
x = tf.nn.conv2d(x, W, strides=[1, strides, strides, 1], padding='SAME')
x = tf.nn.bias_add(x, b)
return tf.nn.relu(x)
def maxpool2d(x, k=2):
return tf.nn.max_pool(x, ksize=[1, k, k, 1], strides=[1, k, k, 1], padding='SAME')
def conv_net(x, weights, biases, dropout):
# Layer 1 - 28*28*1 to 14*14*32
conv1 = conv2d(x, weights['wc1'], biases['bc1'])
conv1 = maxpool2d(conv1, k=2)
# Layer 2 - 14*14*32 to 7*7*64
conv2 = conv2d(conv1, weights['wc2'], biases['bc2'])
conv2 = maxpool2d(conv2, k=2)
# Fully connected layer - 7*7*64 to 1024
fc1 = tf.reshape(conv2, [-1, weights['wd1'].get_shape().as_list()[0]])
fc1 = tf.add(tf.matmul(fc1, weights['wd1']), biases['bd1'])
fc1 = tf.nn.relu(fc1)
fc1 = tf.nn.dropout(fc1, dropout)
# Output Layer - class prediction - 1024 to 10
out = tf.add(tf.matmul(fc1, weights['out']), biases['out'])
return out
In [4]:
# tf Graph input
x = tf.placeholder(tf.float32, [None, 28, 28, 1])
y = tf.placeholder(tf.float32, [None, n_classes])
keep_prob = tf.placeholder(tf.float32)
# Model
logits = conv_net(x, weights, biases, keep_prob)
# Define loss and optimizer
cost = tf.reduce_mean(tf.nn.softmax_cross_entropy_with_logits(logits=logits, labels=y))
optimizer = tf.train.GradientDescentOptimizer(learning_rate=learning_rate).minimize(cost)
# Accuracy
correct_pred = tf.equal(tf.argmax(logits, 1), tf.argmax(y, 1))
accuracy = tf.reduce_mean(tf.cast(correct_pred, tf.float32))
# Initializing the variables
init = tf.global_variables_initializer()
# Launch the graph
with tf.Session() as sess:
sess.run(init)
for epoch in range(epochs):
for batch in range(mnist.train.num_examples//batch_size):
batch_x, batch_y = mnist.train.next_batch(batch_size)
sess.run(optimizer, feed_dict={x: batch_x, y: batch_y, keep_prob: dropout})
# Calculate batch loss and accuracy
loss = sess.run(cost, feed_dict={x: batch_x, y: batch_y, keep_prob: 1.})
valid_acc = sess.run(accuracy, feed_dict={
x: mnist.validation.images[:test_valid_size],
y: mnist.validation.labels[:test_valid_size],
keep_prob: 1.})
print('Epoch {:>2}, Batch {:>3} - Loss: {:>10.4f} Validation Accuracy: {:.6f}'.format(
epoch + 1,
batch + 1,
loss,
valid_acc))
# Calculate Test Accuracy
test_acc = sess.run(accuracy, feed_dict={
x: mnist.test.images[:test_valid_size],
y: mnist.test.labels[:test_valid_size],
keep_prob: 1.})
print('Testing Accuracy: {}'.format(test_acc))
Epoch 1, Batch 1 - Loss: 73930.5312 Validation Accuracy: 0.136719
Epoch 1, Batch 2 - Loss: 55880.7812 Validation Accuracy: 0.140625
Epoch 1, Batch 3 - Loss: 47814.1445 Validation Accuracy: 0.125000
Epoch 1, Batch 4 - Loss: 53781.5156 Validation Accuracy: 0.148438
Epoch 1, Batch 5 - Loss: 41751.3125 Validation Accuracy: 0.148438
Epoch 1, Batch 6 - Loss: 34910.1758 Validation Accuracy: 0.140625
Epoch 1, Batch 7 - Loss: 35641.4883 Validation Accuracy: 0.144531
Epoch 1, Batch 8 - Loss: 34804.4570 Validation Accuracy: 0.148438
Epoch 1, Batch 9 - Loss: 31675.7832 Validation Accuracy: 0.144531
Epoch 1, Batch 10 - Loss: 28768.5176 Validation Accuracy: 0.152344
Epoch 1, Batch 11 - Loss: 30468.7109 Validation Accuracy: 0.156250
Epoch 1, Batch 12 - Loss: 25852.8047 Validation Accuracy: 0.175781
Epoch 1, Batch 13 - Loss: 21144.0703 Validation Accuracy: 0.179688
Epoch 1, Batch 14 - Loss: 21427.5566 Validation Accuracy: 0.199219
Epoch 1, Batch 15 - Loss: 18250.8848 Validation Accuracy: 0.207031
Epoch 1, Batch 16 - Loss: 17504.2617 Validation Accuracy: 0.199219
Epoch 1, Batch 17 - Loss: 17530.1562 Validation Accuracy: 0.218750
Epoch 1, Batch 18 - Loss: 18156.9375 Validation Accuracy: 0.234375
Epoch 1, Batch 19 - Loss: 16744.6914 Validation Accuracy: 0.230469
Epoch 1, Batch 20 - Loss: 13616.8340 Validation Accuracy: 0.242188
Epoch 1, Batch 21 - Loss: 18224.4531 Validation Accuracy: 0.238281
Epoch 1, Batch 22 - Loss: 18151.1660 Validation Accuracy: 0.238281
Epoch 1, Batch 23 - Loss: 14107.4521 Validation Accuracy: 0.242188
Epoch 1, Batch 24 - Loss: 15919.6777 Validation Accuracy: 0.269531
Epoch 1, Batch 25 - Loss: 13097.5410 Validation Accuracy: 0.281250
Epoch 1, Batch 26 - Loss: 12702.1143 Validation Accuracy: 0.281250
Epoch 1, Batch 27 - Loss: 13390.3877 Validation Accuracy: 0.285156
Epoch 1, Batch 28 - Loss: 11777.6660 Validation Accuracy: 0.289062
Epoch 1, Batch 29 - Loss: 13948.7881 Validation Accuracy: 0.300781
Epoch 1, Batch 30 - Loss: 13064.7354 Validation Accuracy: 0.296875
Epoch 1, Batch 31 - Loss: 13019.3789 Validation Accuracy: 0.312500
Epoch 1, Batch 32 - Loss: 11402.5527 Validation Accuracy: 0.332031
Epoch 1, Batch 33 - Loss: 12319.6426 Validation Accuracy: 0.320312
Epoch 1, Batch 34 - Loss: 10857.1387 Validation Accuracy: 0.351562
Epoch 1, Batch 35 - Loss: 12044.0586 Validation Accuracy: 0.355469
Epoch 1, Batch 36 - Loss: 11550.9307 Validation Accuracy: 0.347656
Epoch 1, Batch 37 - Loss: 7889.2397 Validation Accuracy: 0.367188
Epoch 1, Batch 38 - Loss: 10377.8555 Validation Accuracy: 0.371094
Epoch 1, Batch 39 - Loss: 10012.3574 Validation Accuracy: 0.375000
Epoch 1, Batch 40 - Loss: 10511.1426 Validation Accuracy: 0.382812
Epoch 1, Batch 41 - Loss: 9967.9570 Validation Accuracy: 0.390625
Epoch 1, Batch 42 - Loss: 10723.4121 Validation Accuracy: 0.382812
Epoch 1, Batch 43 - Loss: 8055.2852 Validation Accuracy: 0.386719
Epoch 1, Batch 44 - Loss: 7540.6724 Validation Accuracy: 0.382812
Epoch 1, Batch 45 - Loss: 8262.5322 Validation Accuracy: 0.382812
Epoch 1, Batch 46 - Loss: 8824.3955 Validation Accuracy: 0.394531
Epoch 1, Batch 47 - Loss: 7035.0957 Validation Accuracy: 0.402344
Epoch 1, Batch 48 - Loss: 7366.0186 Validation Accuracy: 0.406250
Epoch 1, Batch 49 - Loss: 8277.5352 Validation Accuracy: 0.402344
Epoch 1, Batch 50 - Loss: 6632.4707 Validation Accuracy: 0.402344
Epoch 1, Batch 51 - Loss: 8011.7266 Validation Accuracy: 0.398438
Epoch 1, Batch 52 - Loss: 8376.6797 Validation Accuracy: 0.410156
Epoch 1, Batch 53 - Loss: 8196.3896 Validation Accuracy: 0.421875
Epoch 1, Batch 54 - Loss: 6896.1992 Validation Accuracy: 0.445312
Epoch 1, Batch 55 - Loss: 8007.8154 Validation Accuracy: 0.421875
Epoch 1, Batch 56 - Loss: 7341.5732 Validation Accuracy: 0.425781
Epoch 1, Batch 57 - Loss: 7541.1670 Validation Accuracy: 0.429688
Epoch 1, Batch 58 - Loss: 8666.8184 Validation Accuracy: 0.449219
Epoch 1, Batch 59 - Loss: 7441.6445 Validation Accuracy: 0.453125
Epoch 1, Batch 60 - Loss: 6764.0537 Validation Accuracy: 0.457031
Epoch 1, Batch 61 - Loss: 7454.1533 Validation Accuracy: 0.460938
Epoch 1, Batch 62 - Loss: 7039.4331 Validation Accuracy: 0.468750
Epoch 1, Batch 63 - Loss: 10035.1309 Validation Accuracy: 0.464844
Epoch 1, Batch 64 - Loss: 9471.7090 Validation Accuracy: 0.464844
Epoch 1, Batch 65 - Loss: 9264.4590 Validation Accuracy: 0.484375
Epoch 1, Batch 66 - Loss: 6677.1484 Validation Accuracy: 0.468750
Epoch 1, Batch 67 - Loss: 7312.8804 Validation Accuracy: 0.476562
Epoch 1, Batch 68 - Loss: 6510.7729 Validation Accuracy: 0.464844
Epoch 1, Batch 69 - Loss: 6039.0708 Validation Accuracy: 0.480469
Epoch 1, Batch 70 - Loss: 6218.7334 Validation Accuracy: 0.488281
Epoch 1, Batch 71 - Loss: 8822.6348 Validation Accuracy: 0.468750
Epoch 1, Batch 72 - Loss: 7465.3022 Validation Accuracy: 0.496094
Epoch 1, Batch 73 - Loss: 7419.0635 Validation Accuracy: 0.492188
Epoch 1, Batch 74 - Loss: 6650.5571 Validation Accuracy: 0.488281
Epoch 1, Batch 75 - Loss: 6519.9126 Validation Accuracy: 0.500000
Epoch 1, Batch 76 - Loss: 6934.5146 Validation Accuracy: 0.503906
Epoch 1, Batch 77 - Loss: 6766.7529 Validation Accuracy: 0.503906
Epoch 1, Batch 78 - Loss: 6991.7046 Validation Accuracy: 0.496094
Epoch 1, Batch 79 - Loss: 5702.3848 Validation Accuracy: 0.496094
Epoch 1, Batch 80 - Loss: 6459.7715 Validation Accuracy: 0.511719
Epoch 1, Batch 81 - Loss: 6290.6328 Validation Accuracy: 0.511719
Epoch 1, Batch 82 - Loss: 7006.9814 Validation Accuracy: 0.515625
Epoch 1, Batch 83 - Loss: 5524.4854 Validation Accuracy: 0.519531
Epoch 1, Batch 84 - Loss: 6250.0088 Validation Accuracy: 0.519531
Epoch 1, Batch 85 - Loss: 6859.0757 Validation Accuracy: 0.523438
Epoch 1, Batch 86 - Loss: 5904.2725 Validation Accuracy: 0.519531
Epoch 1, Batch 87 - Loss: 6211.4785 Validation Accuracy: 0.515625
Epoch 1, Batch 88 - Loss: 4512.7319 Validation Accuracy: 0.507812
Epoch 1, Batch 89 - Loss: 4768.2529 Validation Accuracy: 0.519531
Epoch 1, Batch 90 - Loss: 5224.8950 Validation Accuracy: 0.507812
Epoch 1, Batch 91 - Loss: 4636.3730 Validation Accuracy: 0.515625
Epoch 1, Batch 92 - Loss: 5350.8467 Validation Accuracy: 0.523438
Epoch 1, Batch 93 - Loss: 6575.2314 Validation Accuracy: 0.535156
Epoch 1, Batch 94 - Loss: 4991.6338 Validation Accuracy: 0.531250
Epoch 1, Batch 95 - Loss: 4851.6865 Validation Accuracy: 0.527344
Epoch 1, Batch 96 - Loss: 5795.9531 Validation Accuracy: 0.531250
Epoch 1, Batch 97 - Loss: 4671.9756 Validation Accuracy: 0.535156
Epoch 1, Batch 98 - Loss: 6694.3770 Validation Accuracy: 0.542969
Epoch 1, Batch 99 - Loss: 7947.1626 Validation Accuracy: 0.539062
Epoch 1, Batch 100 - Loss: 5830.2285 Validation Accuracy: 0.539062
Epoch 1, Batch 101 - Loss: 5206.8447 Validation Accuracy: 0.550781
Epoch 1, Batch 102 - Loss: 6954.5386 Validation Accuracy: 0.542969
Epoch 1, Batch 103 - Loss: 2974.5698 Validation Accuracy: 0.558594
Epoch 1, Batch 104 - Loss: 5007.7393 Validation Accuracy: 0.546875
Epoch 1, Batch 105 - Loss: 3809.1575 Validation Accuracy: 0.539062
Epoch 1, Batch 106 - Loss: 3633.6506 Validation Accuracy: 0.546875
Epoch 1, Batch 107 - Loss: 4786.7007 Validation Accuracy: 0.542969
Epoch 1, Batch 108 - Loss: 4317.5645 Validation Accuracy: 0.554688
Epoch 1, Batch 109 - Loss: 4184.3848 Validation Accuracy: 0.558594
Epoch 1, Batch 110 - Loss: 4995.5625 Validation Accuracy: 0.558594
Epoch 1, Batch 111 - Loss: 3925.2583 Validation Accuracy: 0.566406
Epoch 1, Batch 112 - Loss: 5300.6299 Validation Accuracy: 0.554688
Epoch 1, Batch 113 - Loss: 4246.9521 Validation Accuracy: 0.578125
Epoch 1, Batch 114 - Loss: 5166.3765 Validation Accuracy: 0.562500
Epoch 1, Batch 115 - Loss: 3346.8936 Validation Accuracy: 0.570312
Epoch 1, Batch 116 - Loss: 2810.8767 Validation Accuracy: 0.562500
Epoch 1, Batch 117 - Loss: 4959.1694 Validation Accuracy: 0.562500
Epoch 1, Batch 118 - Loss: 4657.4707 Validation Accuracy: 0.566406
Epoch 1, Batch 119 - Loss: 4230.7178 Validation Accuracy: 0.562500
Epoch 1, Batch 120 - Loss: 4309.9751 Validation Accuracy: 0.562500
Epoch 1, Batch 121 - Loss: 2957.2041 Validation Accuracy: 0.566406
Epoch 1, Batch 122 - Loss: 2780.8557 Validation Accuracy: 0.558594
Epoch 1, Batch 123 - Loss: 3659.8660 Validation Accuracy: 0.562500
Epoch 1, Batch 124 - Loss: 3862.9817 Validation Accuracy: 0.566406
Epoch 1, Batch 125 - Loss: 4618.4907 Validation Accuracy: 0.570312
Epoch 1, Batch 126 - Loss: 3575.2942 Validation Accuracy: 0.585938
Epoch 1, Batch 127 - Loss: 2564.9563 Validation Accuracy: 0.601562
Epoch 1, Batch 128 - Loss: 4103.9277 Validation Accuracy: 0.609375
Epoch 1, Batch 129 - Loss: 3959.9143 Validation Accuracy: 0.597656
Epoch 1, Batch 130 - Loss: 3492.0293 Validation Accuracy: 0.609375
Epoch 1, Batch 131 - Loss: 3648.0171 Validation Accuracy: 0.597656
Epoch 1, Batch 132 - Loss: 3486.9377 Validation Accuracy: 0.597656
Epoch 1, Batch 133 - Loss: 2881.6807 Validation Accuracy: 0.593750
Epoch 1, Batch 134 - Loss: 4609.7681 Validation Accuracy: 0.589844
Epoch 1, Batch 135 - Loss: 4361.1772 Validation Accuracy: 0.597656
Epoch 1, Batch 136 - Loss: 3861.4685 Validation Accuracy: 0.605469
Epoch 1, Batch 137 - Loss: 5046.1401 Validation Accuracy: 0.609375
Epoch 1, Batch 138 - Loss: 5375.3926 Validation Accuracy: 0.597656
Epoch 1, Batch 139 - Loss: 4107.1543 Validation Accuracy: 0.605469
Epoch 1, Batch 140 - Loss: 3883.4504 Validation Accuracy: 0.605469
Epoch 1, Batch 141 - Loss: 2823.3425 Validation Accuracy: 0.605469
Epoch 1, Batch 142 - Loss: 3429.5605 Validation Accuracy: 0.613281
Epoch 1, Batch 143 - Loss: 3232.5044 Validation Accuracy: 0.601562
Epoch 1, Batch 144 - Loss: 3926.6924 Validation Accuracy: 0.597656
Epoch 1, Batch 145 - Loss: 2506.6787 Validation Accuracy: 0.597656
Epoch 1, Batch 146 - Loss: 4629.0371 Validation Accuracy: 0.593750
Epoch 1, Batch 147 - Loss: 5465.2354 Validation Accuracy: 0.605469
Epoch 1, Batch 148 - Loss: 3839.3035 Validation Accuracy: 0.609375
Epoch 1, Batch 149 - Loss: 3450.2310 Validation Accuracy: 0.605469
Epoch 1, Batch 150 - Loss: 2914.2126 Validation Accuracy: 0.605469
Epoch 1, Batch 151 - Loss: 3867.5649 Validation Accuracy: 0.621094
Epoch 1, Batch 152 - Loss: 3086.0916 Validation Accuracy: 0.621094
Epoch 1, Batch 153 - Loss: 3979.6064 Validation Accuracy: 0.609375
Epoch 1, Batch 154 - Loss: 3394.7200 Validation Accuracy: 0.621094
Epoch 1, Batch 155 - Loss: 3715.3848 Validation Accuracy: 0.613281
Epoch 1, Batch 156 - Loss: 2431.5752 Validation Accuracy: 0.609375
Epoch 1, Batch 157 - Loss: 2396.9373 Validation Accuracy: 0.605469
Epoch 1, Batch 158 - Loss: 3286.4736 Validation Accuracy: 0.601562
Epoch 1, Batch 159 - Loss: 3541.7781 Validation Accuracy: 0.601562
Epoch 1, Batch 160 - Loss: 3162.5745 Validation Accuracy: 0.597656
Epoch 1, Batch 161 - Loss: 2798.3047 Validation Accuracy: 0.605469
Epoch 1, Batch 162 - Loss: 2916.9226 Validation Accuracy: 0.601562
Epoch 1, Batch 163 - Loss: 2782.2148 Validation Accuracy: 0.601562
Epoch 1, Batch 164 - Loss: 3512.0962 Validation Accuracy: 0.617188
Epoch 1, Batch 165 - Loss: 3595.6606 Validation Accuracy: 0.605469
Epoch 1, Batch 166 - Loss: 2237.7742 Validation Accuracy: 0.613281
Epoch 1, Batch 167 - Loss: 3467.5300 Validation Accuracy: 0.613281
Epoch 1, Batch 168 - Loss: 3882.9487 Validation Accuracy: 0.617188
Epoch 1, Batch 169 - Loss: 4230.3794 Validation Accuracy: 0.621094
Epoch 1, Batch 170 - Loss: 2786.8638 Validation Accuracy: 0.617188
Epoch 1, Batch 171 - Loss: 3189.1804 Validation Accuracy: 0.625000
Epoch 1, Batch 172 - Loss: 3240.7585 Validation Accuracy: 0.617188
Epoch 1, Batch 173 - Loss: 3075.6987 Validation Accuracy: 0.625000
Epoch 1, Batch 174 - Loss: 3781.2593 Validation Accuracy: 0.625000
Epoch 1, Batch 175 - Loss: 3397.6567 Validation Accuracy: 0.625000
Epoch 1, Batch 176 - Loss: 3286.7922 Validation Accuracy: 0.625000
Epoch 1, Batch 177 - Loss: 2304.2000 Validation Accuracy: 0.621094
Epoch 1, Batch 178 - Loss: 3878.4753 Validation Accuracy: 0.628906
Epoch 1, Batch 179 - Loss: 3076.0398 Validation Accuracy: 0.625000
Epoch 1, Batch 180 - Loss: 2041.8953 Validation Accuracy: 0.625000
Epoch 1, Batch 181 - Loss: 2705.7881 Validation Accuracy: 0.628906
Epoch 1, Batch 182 - Loss: 3474.8784 Validation Accuracy: 0.632812
Epoch 1, Batch 183 - Loss: 3731.9587 Validation Accuracy: 0.636719
Epoch 1, Batch 184 - Loss: 2068.3196 Validation Accuracy: 0.617188
Epoch 1, Batch 185 - Loss: 2693.8516 Validation Accuracy: 0.621094
Epoch 1, Batch 186 - Loss: 2281.2444 Validation Accuracy: 0.636719
Epoch 1, Batch 187 - Loss: 2538.8157 Validation Accuracy: 0.632812
Epoch 1, Batch 188 - Loss: 2248.1580 Validation Accuracy: 0.640625
Epoch 1, Batch 189 - Loss: 4449.2119 Validation Accuracy: 0.636719
Epoch 1, Batch 190 - Loss: 3355.6299 Validation Accuracy: 0.644531
Epoch 1, Batch 191 - Loss: 3099.4514 Validation Accuracy: 0.644531
Epoch 1, Batch 192 - Loss: 3155.4775 Validation Accuracy: 0.640625
Epoch 1, Batch 193 - Loss: 2230.5815 Validation Accuracy: 0.640625
Epoch 1, Batch 194 - Loss: 3417.0137 Validation Accuracy: 0.632812
Epoch 1, Batch 195 - Loss: 3669.9414 Validation Accuracy: 0.640625
Epoch 1, Batch 196 - Loss: 4050.2888 Validation Accuracy: 0.640625
Epoch 1, Batch 197 - Loss: 4058.1328 Validation Accuracy: 0.648438
Epoch 1, Batch 198 - Loss: 2377.7729 Validation Accuracy: 0.628906
Epoch 1, Batch 199 - Loss: 3044.1101 Validation Accuracy: 0.628906
Epoch 1, Batch 200 - Loss: 2719.3835 Validation Accuracy: 0.636719
Epoch 1, Batch 201 - Loss: 2970.6221 Validation Accuracy: 0.640625
Epoch 1, Batch 202 - Loss: 2892.5530 Validation Accuracy: 0.640625
Epoch 1, Batch 203 - Loss: 2923.8630 Validation Accuracy: 0.636719
Epoch 1, Batch 204 - Loss: 2657.9380 Validation Accuracy: 0.640625
Epoch 1, Batch 205 - Loss: 2597.5801 Validation Accuracy: 0.632812
Epoch 1, Batch 206 - Loss: 4239.9253 Validation Accuracy: 0.636719
Epoch 1, Batch 207 - Loss: 2505.6213 Validation Accuracy: 0.640625
Epoch 1, Batch 208 - Loss: 2699.3711 Validation Accuracy: 0.636719
Epoch 1, Batch 209 - Loss: 4509.4883 Validation Accuracy: 0.648438
Epoch 1, Batch 210 - Loss: 2484.9980 Validation Accuracy: 0.648438
Epoch 1, Batch 211 - Loss: 2762.8521 Validation Accuracy: 0.640625
Epoch 1, Batch 212 - Loss: 3427.2234 Validation Accuracy: 0.632812
Epoch 1, Batch 213 - Loss: 4095.2119 Validation Accuracy: 0.632812
Epoch 1, Batch 214 - Loss: 3449.2427 Validation Accuracy: 0.644531
Epoch 1, Batch 215 - Loss: 4318.8149 Validation Accuracy: 0.632812
Epoch 1, Batch 216 - Loss: 1653.6843 Validation Accuracy: 0.636719
Epoch 1, Batch 217 - Loss: 2916.1350 Validation Accuracy: 0.640625
Epoch 1, Batch 218 - Loss: 2683.7678 Validation Accuracy: 0.644531
Epoch 1, Batch 219 - Loss: 2507.1133 Validation Accuracy: 0.644531
Epoch 1, Batch 220 - Loss: 2916.3811 Validation Accuracy: 0.648438
Epoch 1, Batch 221 - Loss: 2578.8569 Validation Accuracy: 0.648438
Epoch 1, Batch 222 - Loss: 2988.9060 Validation Accuracy: 0.656250
Epoch 1, Batch 223 - Loss: 2619.6025 Validation Accuracy: 0.648438
Epoch 1, Batch 224 - Loss: 1980.1975 Validation Accuracy: 0.652344
Epoch 1, Batch 225 - Loss: 2636.6479 Validation Accuracy: 0.644531
Epoch 1, Batch 226 - Loss: 1438.7596 Validation Accuracy: 0.640625
Epoch 1, Batch 227 - Loss: 2294.2170 Validation Accuracy: 0.648438
Epoch 1, Batch 228 - Loss: 1965.3209 Validation Accuracy: 0.660156
Epoch 1, Batch 229 - Loss: 1679.2374 Validation Accuracy: 0.660156
Epoch 1, Batch 230 - Loss: 1794.4077 Validation Accuracy: 0.656250
Epoch 1, Batch 231 - Loss: 2510.5972 Validation Accuracy: 0.660156
Epoch 1, Batch 232 - Loss: 2463.7188 Validation Accuracy: 0.664062
Epoch 1, Batch 233 - Loss: 2920.6919 Validation Accuracy: 0.671875
Epoch 1, Batch 234 - Loss: 2618.5903 Validation Accuracy: 0.664062
Epoch 1, Batch 235 - Loss: 1826.5906 Validation Accuracy: 0.667969
Epoch 1, Batch 236 - Loss: 3002.0281 Validation Accuracy: 0.667969
Epoch 1, Batch 237 - Loss: 2718.2407 Validation Accuracy: 0.675781
Epoch 1, Batch 238 - Loss: 1751.1193 Validation Accuracy: 0.671875
Epoch 1, Batch 239 - Loss: 2529.3430 Validation Accuracy: 0.687500
Epoch 1, Batch 240 - Loss: 2344.5293 Validation Accuracy: 0.695312
Epoch 1, Batch 241 - Loss: 2038.7996 Validation Accuracy: 0.687500
Epoch 1, Batch 242 - Loss: 2521.7883 Validation Accuracy: 0.691406
Epoch 1, Batch 243 - Loss: 2909.5110 Validation Accuracy: 0.691406
Epoch 1, Batch 244 - Loss: 2198.6621 Validation Accuracy: 0.679688
Epoch 1, Batch 245 - Loss: 1764.9672 Validation Accuracy: 0.683594
Epoch 1, Batch 246 - Loss: 2847.1270 Validation Accuracy: 0.671875
Epoch 1, Batch 247 - Loss: 2933.3589 Validation Accuracy: 0.667969
Epoch 1, Batch 248 - Loss: 1866.3207 Validation Accuracy: 0.667969
Epoch 1, Batch 249 - Loss: 2572.1987 Validation Accuracy: 0.667969
Epoch 1, Batch 250 - Loss: 1950.2330 Validation Accuracy: 0.660156
Epoch 1, Batch 251 - Loss: 2766.9473 Validation Accuracy: 0.644531
Epoch 1, Batch 252 - Loss: 2704.8040 Validation Accuracy: 0.640625
Epoch 1, Batch 253 - Loss: 3652.1345 Validation Accuracy: 0.648438
Epoch 1, Batch 254 - Loss: 2795.0830 Validation Accuracy: 0.656250
Epoch 1, Batch 255 - Loss: 2132.5366 Validation Accuracy: 0.660156
Epoch 1, Batch 256 - Loss: 2677.3274 Validation Accuracy: 0.660156
Epoch 1, Batch 257 - Loss: 3916.7920 Validation Accuracy: 0.664062
Epoch 1, Batch 258 - Loss: 2078.7456 Validation Accuracy: 0.664062
Epoch 1, Batch 259 - Loss: 1871.4698 Validation Accuracy: 0.671875
Epoch 1, Batch 260 - Loss: 2301.2192 Validation Accuracy: 0.664062
Epoch 1, Batch 261 - Loss: 2532.4712 Validation Accuracy: 0.671875
Epoch 1, Batch 262 - Loss: 1676.5986 Validation Accuracy: 0.660156
Epoch 1, Batch 263 - Loss: 2401.0283 Validation Accuracy: 0.679688
Epoch 1, Batch 264 - Loss: 1489.9475 Validation Accuracy: 0.679688
Epoch 1, Batch 265 - Loss: 1760.4120 Validation Accuracy: 0.664062
Epoch 1, Batch 266 - Loss: 2275.7864 Validation Accuracy: 0.667969
Epoch 1, Batch 267 - Loss: 1189.0454 Validation Accuracy: 0.671875
Epoch 1, Batch 268 - Loss: 1841.1760 Validation Accuracy: 0.664062
Epoch 1, Batch 269 - Loss: 2785.6216 Validation Accuracy: 0.667969
Epoch 1, Batch 270 - Loss: 2109.2261 Validation Accuracy: 0.660156
Epoch 1, Batch 271 - Loss: 1767.7150 Validation Accuracy: 0.656250
Epoch 1, Batch 272 - Loss: 2870.8953 Validation Accuracy: 0.656250
Epoch 1, Batch 273 - Loss: 2178.2976 Validation Accuracy: 0.667969
Epoch 1, Batch 274 - Loss: 1989.1780 Validation Accuracy: 0.667969
Epoch 1, Batch 275 - Loss: 1969.6348 Validation Accuracy: 0.664062
Epoch 1, Batch 276 - Loss: 1915.6033 Validation Accuracy: 0.671875
Epoch 1, Batch 277 - Loss: 1885.0928 Validation Accuracy: 0.675781
Epoch 1, Batch 278 - Loss: 2838.3979 Validation Accuracy: 0.687500
Epoch 1, Batch 279 - Loss: 2427.1152 Validation Accuracy: 0.679688
Epoch 1, Batch 280 - Loss: 1302.4297 Validation Accuracy: 0.675781
Epoch 1, Batch 281 - Loss: 1547.4523 Validation Accuracy: 0.679688
Epoch 1, Batch 282 - Loss: 1760.3573 Validation Accuracy: 0.675781
Epoch 1, Batch 283 - Loss: 1845.9762 Validation Accuracy: 0.683594
Epoch 1, Batch 284 - Loss: 1760.3245 Validation Accuracy: 0.675781
Epoch 1, Batch 285 - Loss: 2590.0857 Validation Accuracy: 0.675781
Epoch 1, Batch 286 - Loss: 3417.1943 Validation Accuracy: 0.675781
Epoch 1, Batch 287 - Loss: 2178.2500 Validation Accuracy: 0.679688
Epoch 1, Batch 288 - Loss: 2936.2275 Validation Accuracy: 0.687500
Epoch 1, Batch 289 - Loss: 2159.5496 Validation Accuracy: 0.683594
Epoch 1, Batch 290 - Loss: 1957.8962 Validation Accuracy: 0.683594
Epoch 1, Batch 291 - Loss: 1574.6710 Validation Accuracy: 0.683594
Epoch 1, Batch 292 - Loss: 1861.3340 Validation Accuracy: 0.679688
Epoch 1, Batch 293 - Loss: 2012.3726 Validation Accuracy: 0.683594
Epoch 1, Batch 294 - Loss: 1723.6736 Validation Accuracy: 0.683594
Epoch 1, Batch 295 - Loss: 2450.9795 Validation Accuracy: 0.675781
Epoch 1, Batch 296 - Loss: 1928.3361 Validation Accuracy: 0.687500
Epoch 1, Batch 297 - Loss: 2864.2639 Validation Accuracy: 0.679688
Epoch 1, Batch 298 - Loss: 2124.9634 Validation Accuracy: 0.679688
Epoch 1, Batch 299 - Loss: 2183.7854 Validation Accuracy: 0.679688
Epoch 1, Batch 300 - Loss: 993.7239 Validation Accuracy: 0.679688
Epoch 1, Batch 301 - Loss: 1688.2108 Validation Accuracy: 0.679688
Epoch 1, Batch 302 - Loss: 1686.6146 Validation Accuracy: 0.683594
Epoch 1, Batch 303 - Loss: 1684.1155 Validation Accuracy: 0.679688
Epoch 1, Batch 304 - Loss: 2185.5022 Validation Accuracy: 0.687500
Epoch 1, Batch 305 - Loss: 1941.7388 Validation Accuracy: 0.683594
Epoch 1, Batch 306 - Loss: 3119.0869 Validation Accuracy: 0.691406
Epoch 1, Batch 307 - Loss: 2489.4595 Validation Accuracy: 0.691406
Epoch 1, Batch 308 - Loss: 2379.7856 Validation Accuracy: 0.695312
Epoch 1, Batch 309 - Loss: 1706.4169 Validation Accuracy: 0.695312
Epoch 1, Batch 310 - Loss: 974.9762 Validation Accuracy: 0.683594
Epoch 1, Batch 311 - Loss: 1654.0187 Validation Accuracy: 0.683594
Epoch 1, Batch 312 - Loss: 1905.6006 Validation Accuracy: 0.679688
Epoch 1, Batch 313 - Loss: 1785.1855 Validation Accuracy: 0.679688
Epoch 1, Batch 314 - Loss: 2745.3037 Validation Accuracy: 0.679688
Epoch 1, Batch 315 - Loss: 1712.0613 Validation Accuracy: 0.687500
Epoch 1, Batch 316 - Loss: 2271.2773 Validation Accuracy: 0.687500
Epoch 1, Batch 317 - Loss: 2329.5869 Validation Accuracy: 0.679688
Epoch 1, Batch 318 - Loss: 1647.0034 Validation Accuracy: 0.687500
Epoch 1, Batch 319 - Loss: 1781.6345 Validation Accuracy: 0.687500
Epoch 1, Batch 320 - Loss: 2190.4993 Validation Accuracy: 0.699219
Epoch 1, Batch 321 - Loss: 2932.2427 Validation Accuracy: 0.691406
Epoch 1, Batch 322 - Loss: 1907.2827 Validation Accuracy: 0.699219
Epoch 1, Batch 323 - Loss: 1880.8660 Validation Accuracy: 0.687500
Epoch 1, Batch 324 - Loss: 2728.5352 Validation Accuracy: 0.691406
Epoch 1, Batch 325 - Loss: 1465.3821 Validation Accuracy: 0.695312
Epoch 1, Batch 326 - Loss: 1322.7382 Validation Accuracy: 0.695312
Epoch 1, Batch 327 - Loss: 1671.5822 Validation Accuracy: 0.695312
Epoch 1, Batch 328 - Loss: 1752.3052 Validation Accuracy: 0.699219
Epoch 1, Batch 329 - Loss: 1785.3778 Validation Accuracy: 0.699219
Epoch 1, Batch 330 - Loss: 1617.6699 Validation Accuracy: 0.703125
Epoch 1, Batch 331 - Loss: 2641.4500 Validation Accuracy: 0.699219
Epoch 1, Batch 332 - Loss: 2663.8149 Validation Accuracy: 0.703125
Epoch 1, Batch 333 - Loss: 2706.1516 Validation Accuracy: 0.707031
Epoch 1, Batch 334 - Loss: 1464.7031 Validation Accuracy: 0.703125
Epoch 1, Batch 335 - Loss: 1120.0391 Validation Accuracy: 0.695312
Epoch 1, Batch 336 - Loss: 2140.7202 Validation Accuracy: 0.699219
Epoch 1, Batch 337 - Loss: 1623.0059 Validation Accuracy: 0.687500
Epoch 1, Batch 338 - Loss: 896.8562 Validation Accuracy: 0.691406
Epoch 1, Batch 339 - Loss: 2369.8909 Validation Accuracy: 0.695312
Epoch 1, Batch 340 - Loss: 1481.0266 Validation Accuracy: 0.703125
Epoch 1, Batch 341 - Loss: 1398.1511 Validation Accuracy: 0.714844
Epoch 1, Batch 342 - Loss: 1963.4050 Validation Accuracy: 0.707031
Epoch 1, Batch 343 - Loss: 1413.0472 Validation Accuracy: 0.699219
Epoch 1, Batch 344 - Loss: 2789.8574 Validation Accuracy: 0.703125
Epoch 1, Batch 345 - Loss: 1951.9456 Validation Accuracy: 0.703125
Epoch 1, Batch 346 - Loss: 1709.5161 Validation Accuracy: 0.703125
Epoch 1, Batch 347 - Loss: 1140.2671 Validation Accuracy: 0.703125
Epoch 1, Batch 348 - Loss: 2543.9834 Validation Accuracy: 0.707031
Epoch 1, Batch 349 - Loss: 3277.6641 Validation Accuracy: 0.718750
Epoch 1, Batch 350 - Loss: 1435.5206 Validation Accuracy: 0.718750
Epoch 1, Batch 351 - Loss: 2133.2151 Validation Accuracy: 0.710938
Epoch 1, Batch 352 - Loss: 1645.2639 Validation Accuracy: 0.710938
Epoch 1, Batch 353 - Loss: 1603.1763 Validation Accuracy: 0.710938
Epoch 1, Batch 354 - Loss: 1716.5332 Validation Accuracy: 0.710938
Epoch 1, Batch 355 - Loss: 2842.3950 Validation Accuracy: 0.699219
Epoch 1, Batch 356 - Loss: 1072.7748 Validation Accuracy: 0.710938
Epoch 1, Batch 357 - Loss: 1463.6521 Validation Accuracy: 0.707031
Epoch 1, Batch 358 - Loss: 1841.5485 Validation Accuracy: 0.699219
Epoch 1, Batch 359 - Loss: 2254.4390 Validation Accuracy: 0.703125
Epoch 1, Batch 360 - Loss: 1271.0698 Validation Accuracy: 0.703125
Epoch 1, Batch 361 - Loss: 1983.9446 Validation Accuracy: 0.695312
Epoch 1, Batch 362 - Loss: 1469.3030 Validation Accuracy: 0.691406
Epoch 1, Batch 363 - Loss: 1742.7336 Validation Accuracy: 0.687500
Epoch 1, Batch 364 - Loss: 1608.7515 Validation Accuracy: 0.691406
Epoch 1, Batch 365 - Loss: 1498.1709 Validation Accuracy: 0.703125
Epoch 1, Batch 366 - Loss: 1638.5421 Validation Accuracy: 0.703125
Epoch 1, Batch 367 - Loss: 1506.3604 Validation Accuracy: 0.703125
Epoch 1, Batch 368 - Loss: 1635.7487 Validation Accuracy: 0.699219
Epoch 1, Batch 369 - Loss: 2867.0347 Validation Accuracy: 0.707031
Epoch 1, Batch 370 - Loss: 1735.8984 Validation Accuracy: 0.707031
Epoch 1, Batch 371 - Loss: 1262.7141 Validation Accuracy: 0.710938
Epoch 1, Batch 372 - Loss: 1000.6271 Validation Accuracy: 0.703125
Epoch 1, Batch 373 - Loss: 1766.0012 Validation Accuracy: 0.699219
Epoch 1, Batch 374 - Loss: 1737.3447 Validation Accuracy: 0.707031
Epoch 1, Batch 375 - Loss: 1864.8158 Validation Accuracy: 0.707031
Epoch 1, Batch 376 - Loss: 1897.5204 Validation Accuracy: 0.707031
Epoch 1, Batch 377 - Loss: 1470.6008 Validation Accuracy: 0.710938
Epoch 1, Batch 378 - Loss: 1076.9268 Validation Accuracy: 0.707031
Epoch 1, Batch 379 - Loss: 1261.1978 Validation Accuracy: 0.707031
Epoch 1, Batch 380 - Loss: 1907.3734 Validation Accuracy: 0.707031
Epoch 1, Batch 381 - Loss: 1547.4297 Validation Accuracy: 0.707031
Epoch 1, Batch 382 - Loss: 1614.3512 Validation Accuracy: 0.710938
Epoch 1, Batch 383 - Loss: 1959.0121 Validation Accuracy: 0.714844
Epoch 1, Batch 384 - Loss: 1787.5374 Validation Accuracy: 0.714844
Epoch 1, Batch 385 - Loss: 1101.5997 Validation Accuracy: 0.710938
Epoch 1, Batch 386 - Loss: 1349.4419 Validation Accuracy: 0.710938
Epoch 1, Batch 387 - Loss: 1148.5909 Validation Accuracy: 0.710938
Epoch 1, Batch 388 - Loss: 1355.3721 Validation Accuracy: 0.703125
Epoch 1, Batch 389 - Loss: 1478.2136 Validation Accuracy: 0.699219
Epoch 1, Batch 390 - Loss: 1993.8572 Validation Accuracy: 0.699219
Epoch 1, Batch 391 - Loss: 1738.0419 Validation Accuracy: 0.699219
Epoch 1, Batch 392 - Loss: 1002.7816 Validation Accuracy: 0.707031
Epoch 1, Batch 393 - Loss: 1117.3940 Validation Accuracy: 0.703125
Epoch 1, Batch 394 - Loss: 1033.1655 Validation Accuracy: 0.703125
Epoch 1, Batch 395 - Loss: 1486.8750 Validation Accuracy: 0.699219
Epoch 1, Batch 396 - Loss: 1827.4541 Validation Accuracy: 0.703125
Epoch 1, Batch 397 - Loss: 1094.2961 Validation Accuracy: 0.695312
Epoch 1, Batch 398 - Loss: 1550.3525 Validation Accuracy: 0.695312
Epoch 1, Batch 399 - Loss: 746.4884 Validation Accuracy: 0.695312
Epoch 1, Batch 400 - Loss: 1256.1757 Validation Accuracy: 0.703125
Epoch 1, Batch 401 - Loss: 1812.4241 Validation Accuracy: 0.699219
Epoch 1, Batch 402 - Loss: 889.5980 Validation Accuracy: 0.699219
Epoch 1, Batch 403 - Loss: 1419.8540 Validation Accuracy: 0.699219
Epoch 1, Batch 404 - Loss: 1507.4186 Validation Accuracy: 0.699219
Epoch 1, Batch 405 - Loss: 873.5773 Validation Accuracy: 0.703125
Epoch 1, Batch 406 - Loss: 1079.2284 Validation Accuracy: 0.699219
Epoch 1, Batch 407 - Loss: 1715.9541 Validation Accuracy: 0.703125
Epoch 1, Batch 408 - Loss: 1085.1252 Validation Accuracy: 0.703125
Epoch 1, Batch 409 - Loss: 1643.5588 Validation Accuracy: 0.707031
Epoch 1, Batch 410 - Loss: 1494.6866 Validation Accuracy: 0.703125
Epoch 1, Batch 411 - Loss: 1378.7961 Validation Accuracy: 0.707031
Epoch 1, Batch 412 - Loss: 1687.5642 Validation Accuracy: 0.710938
Epoch 1, Batch 413 - Loss: 1054.4929 Validation Accuracy: 0.703125
Epoch 1, Batch 414 - Loss: 1261.1702 Validation Accuracy: 0.707031
Epoch 1, Batch 415 - Loss: 1390.8896 Validation Accuracy: 0.707031
Epoch 1, Batch 416 - Loss: 869.2972 Validation Accuracy: 0.718750
Epoch 1, Batch 417 - Loss: 1214.1617 Validation Accuracy: 0.718750
Epoch 1, Batch 418 - Loss: 1365.7488 Validation Accuracy: 0.722656
Epoch 1, Batch 419 - Loss: 1063.5551 Validation Accuracy: 0.714844
Epoch 1, Batch 420 - Loss: 1206.1528 Validation Accuracy: 0.714844
Epoch 1, Batch 421 - Loss: 1558.9655 Validation Accuracy: 0.718750
Epoch 1, Batch 422 - Loss: 430.8340 Validation Accuracy: 0.718750
Epoch 1, Batch 423 - Loss: 397.5465 Validation Accuracy: 0.718750
Epoch 1, Batch 424 - Loss: 521.0774 Validation Accuracy: 0.718750
Epoch 1, Batch 425 - Loss: 2951.8096 Validation Accuracy: 0.714844
Epoch 1, Batch 426 - Loss: 1532.3123 Validation Accuracy: 0.710938
Epoch 1, Batch 427 - Loss: 784.0798 Validation Accuracy: 0.710938
Epoch 1, Batch 428 - Loss: 1923.8779 Validation Accuracy: 0.718750
Epoch 1, Batch 429 - Loss: 752.2876 Validation Accuracy: 0.722656
Epoch 2, Batch 1 - Loss: 1494.2537 Validation Accuracy: 0.718750
Epoch 2, Batch 2 - Loss: 1670.6536 Validation Accuracy: 0.726562
Epoch 2, Batch 3 - Loss: 2001.3331 Validation Accuracy: 0.722656
Epoch 2, Batch 4 - Loss: 1260.6819 Validation Accuracy: 0.726562
Epoch 2, Batch 5 - Loss: 1812.5820 Validation Accuracy: 0.722656
Epoch 2, Batch 6 - Loss: 1666.9924 Validation Accuracy: 0.718750
Epoch 2, Batch 7 - Loss: 2115.9802 Validation Accuracy: 0.710938
Epoch 2, Batch 8 - Loss: 1852.7225 Validation Accuracy: 0.714844
Epoch 2, Batch 9 - Loss: 1680.9189 Validation Accuracy: 0.714844
Epoch 2, Batch 10 - Loss: 2092.4468 Validation Accuracy: 0.714844
Epoch 2, Batch 11 - Loss: 1572.4429 Validation Accuracy: 0.710938
Epoch 2, Batch 12 - Loss: 1883.6189 Validation Accuracy: 0.714844
Epoch 2, Batch 13 - Loss: 1423.2485 Validation Accuracy: 0.714844
Epoch 2, Batch 14 - Loss: 1437.1104 Validation Accuracy: 0.722656
Epoch 2, Batch 15 - Loss: 1435.9487 Validation Accuracy: 0.730469
Epoch 2, Batch 16 - Loss: 1293.1436 Validation Accuracy: 0.718750
Epoch 2, Batch 17 - Loss: 1218.8767 Validation Accuracy: 0.714844
Epoch 2, Batch 18 - Loss: 1525.8057 Validation Accuracy: 0.718750
Epoch 2, Batch 19 - Loss: 1425.1211 Validation Accuracy: 0.726562
Epoch 2, Batch 20 - Loss: 1384.3403 Validation Accuracy: 0.718750
Epoch 2, Batch 21 - Loss: 1699.7478 Validation Accuracy: 0.722656
Epoch 2, Batch 22 - Loss: 1422.4805 Validation Accuracy: 0.718750
Epoch 2, Batch 23 - Loss: 1470.6538 Validation Accuracy: 0.718750
Epoch 2, Batch 24 - Loss: 1188.9662 Validation Accuracy: 0.730469
Epoch 2, Batch 25 - Loss: 1441.0288 Validation Accuracy: 0.730469
Epoch 2, Batch 26 - Loss: 1451.4083 Validation Accuracy: 0.730469
Epoch 2, Batch 27 - Loss: 1922.7052 Validation Accuracy: 0.718750
Epoch 2, Batch 28 - Loss: 1653.2842 Validation Accuracy: 0.734375
Epoch 2, Batch 29 - Loss: 1263.2112 Validation Accuracy: 0.730469
Epoch 2, Batch 30 - Loss: 1447.9193 Validation Accuracy: 0.730469
Epoch 2, Batch 31 - Loss: 1448.4342 Validation Accuracy: 0.730469
Epoch 2, Batch 32 - Loss: 1362.3057 Validation Accuracy: 0.730469
Epoch 2, Batch 33 - Loss: 1851.4541 Validation Accuracy: 0.726562
Epoch 2, Batch 34 - Loss: 1595.0156 Validation Accuracy: 0.726562
Epoch 2, Batch 35 - Loss: 2044.6686 Validation Accuracy: 0.726562
Epoch 2, Batch 36 - Loss: 1380.5540 Validation Accuracy: 0.734375
Epoch 2, Batch 37 - Loss: 1936.4274 Validation Accuracy: 0.738281
Epoch 2, Batch 38 - Loss: 1814.9539 Validation Accuracy: 0.738281
Epoch 2, Batch 39 - Loss: 1278.4928 Validation Accuracy: 0.738281
Epoch 2, Batch 40 - Loss: 1365.8180 Validation Accuracy: 0.738281
Epoch 2, Batch 41 - Loss: 1135.8564 Validation Accuracy: 0.738281
Epoch 2, Batch 42 - Loss: 1767.6661 Validation Accuracy: 0.738281
Epoch 2, Batch 43 - Loss: 845.4008 Validation Accuracy: 0.738281
Epoch 2, Batch 44 - Loss: 1297.8069 Validation Accuracy: 0.734375
Epoch 2, Batch 45 - Loss: 1056.5879 Validation Accuracy: 0.734375
Epoch 2, Batch 46 - Loss: 1402.3748 Validation Accuracy: 0.734375
Epoch 2, Batch 47 - Loss: 999.1476 Validation Accuracy: 0.734375
Epoch 2, Batch 48 - Loss: 1372.3234 Validation Accuracy: 0.734375
Epoch 2, Batch 49 - Loss: 1475.3047 Validation Accuracy: 0.730469
Epoch 2, Batch 50 - Loss: 1371.5453 Validation Accuracy: 0.730469
Epoch 2, Batch 51 - Loss: 1185.6787 Validation Accuracy: 0.730469
Epoch 2, Batch 52 - Loss: 1153.6019 Validation Accuracy: 0.730469
Epoch 2, Batch 53 - Loss: 1174.3782 Validation Accuracy: 0.730469
Epoch 2, Batch 54 - Loss: 1351.5160 Validation Accuracy: 0.730469
Epoch 2, Batch 55 - Loss: 1364.1924 Validation Accuracy: 0.730469
Epoch 2, Batch 56 - Loss: 1339.4941 Validation Accuracy: 0.730469
Epoch 2, Batch 57 - Loss: 1526.5642 Validation Accuracy: 0.726562
Epoch 2, Batch 58 - Loss: 1884.1492 Validation Accuracy: 0.730469
Epoch 2, Batch 59 - Loss: 1599.9854 Validation Accuracy: 0.722656
Epoch 2, Batch 60 - Loss: 1460.2781 Validation Accuracy: 0.722656
Epoch 2, Batch 61 - Loss: 1399.6960 Validation Accuracy: 0.726562
Epoch 2, Batch 62 - Loss: 1146.5300 Validation Accuracy: 0.730469
Epoch 2, Batch 63 - Loss: 1115.4780 Validation Accuracy: 0.726562
Epoch 2, Batch 64 - Loss: 1462.2750 Validation Accuracy: 0.734375
Epoch 2, Batch 65 - Loss: 1575.8933 Validation Accuracy: 0.722656
Epoch 2, Batch 66 - Loss: 1035.4174 Validation Accuracy: 0.726562
Epoch 2, Batch 67 - Loss: 1439.7725 Validation Accuracy: 0.726562
Epoch 2, Batch 68 - Loss: 979.5897 Validation Accuracy: 0.726562
Epoch 2, Batch 69 - Loss: 1731.2356 Validation Accuracy: 0.730469
Epoch 2, Batch 70 - Loss: 1288.5557 Validation Accuracy: 0.726562
Epoch 2, Batch 71 - Loss: 1333.9500 Validation Accuracy: 0.730469
Epoch 2, Batch 72 - Loss: 1131.9698 Validation Accuracy: 0.726562
Epoch 2, Batch 73 - Loss: 1399.2603 Validation Accuracy: 0.726562
Epoch 2, Batch 74 - Loss: 1106.9523 Validation Accuracy: 0.734375
Epoch 2, Batch 75 - Loss: 1587.8123 Validation Accuracy: 0.726562
Epoch 2, Batch 76 - Loss: 1250.9402 Validation Accuracy: 0.730469
Epoch 2, Batch 77 - Loss: 1298.2628 Validation Accuracy: 0.730469
Epoch 2, Batch 78 - Loss: 1217.2079 Validation Accuracy: 0.730469
Epoch 2, Batch 79 - Loss: 1302.5735 Validation Accuracy: 0.734375
Epoch 2, Batch 80 - Loss: 1846.6799 Validation Accuracy: 0.734375
Epoch 2, Batch 81 - Loss: 1001.1901 Validation Accuracy: 0.734375
Epoch 2, Batch 82 - Loss: 1157.8488 Validation Accuracy: 0.734375
Epoch 2, Batch 83 - Loss: 1352.3883 Validation Accuracy: 0.734375
Epoch 2, Batch 84 - Loss: 1366.7134 Validation Accuracy: 0.738281
Epoch 2, Batch 85 - Loss: 1139.0680 Validation Accuracy: 0.742188
Epoch 2, Batch 86 - Loss: 1280.8777 Validation Accuracy: 0.750000
Epoch 2, Batch 87 - Loss: 1095.5630 Validation Accuracy: 0.746094
Epoch 2, Batch 88 - Loss: 1217.5511 Validation Accuracy: 0.753906
Epoch 2, Batch 89 - Loss: 1306.1305 Validation Accuracy: 0.742188
Epoch 2, Batch 90 - Loss: 1351.4777 Validation Accuracy: 0.742188
Epoch 2, Batch 91 - Loss: 1000.4797 Validation Accuracy: 0.738281
Epoch 2, Batch 92 - Loss: 1306.3774 Validation Accuracy: 0.734375
Epoch 2, Batch 93 - Loss: 1399.4504 Validation Accuracy: 0.730469
Epoch 2, Batch 94 - Loss: 1025.1805 Validation Accuracy: 0.726562
Epoch 2, Batch 95 - Loss: 1161.8396 Validation Accuracy: 0.726562
Epoch 2, Batch 96 - Loss: 1158.7828 Validation Accuracy: 0.730469
Epoch 2, Batch 97 - Loss: 987.9509 Validation Accuracy: 0.734375
Epoch 2, Batch 98 - Loss: 1304.8262 Validation Accuracy: 0.738281
Epoch 2, Batch 99 - Loss: 1380.9209 Validation Accuracy: 0.730469
Epoch 2, Batch 100 - Loss: 1274.0364 Validation Accuracy: 0.734375
Epoch 2, Batch 101 - Loss: 1378.6821 Validation Accuracy: 0.734375
Epoch 2, Batch 102 - Loss: 1346.7710 Validation Accuracy: 0.734375
Epoch 2, Batch 103 - Loss: 1787.5754 Validation Accuracy: 0.734375
Epoch 2, Batch 104 - Loss: 1466.6423 Validation Accuracy: 0.738281
Epoch 2, Batch 105 - Loss: 1345.7004 Validation Accuracy: 0.742188
Epoch 2, Batch 106 - Loss: 1016.6316 Validation Accuracy: 0.734375
Epoch 2, Batch 107 - Loss: 1383.1101 Validation Accuracy: 0.738281
Epoch 2, Batch 108 - Loss: 835.7618 Validation Accuracy: 0.734375
Epoch 2, Batch 109 - Loss: 1313.5250 Validation Accuracy: 0.734375
Epoch 2, Batch 110 - Loss: 1062.7515 Validation Accuracy: 0.734375
Epoch 2, Batch 111 - Loss: 1293.3818 Validation Accuracy: 0.746094
Epoch 2, Batch 112 - Loss: 906.2902 Validation Accuracy: 0.734375
Epoch 2, Batch 113 - Loss: 988.4026 Validation Accuracy: 0.738281
Epoch 2, Batch 114 - Loss: 622.8978 Validation Accuracy: 0.742188
Epoch 2, Batch 115 - Loss: 1272.7394 Validation Accuracy: 0.738281
Epoch 2, Batch 116 - Loss: 1199.6332 Validation Accuracy: 0.734375
Epoch 2, Batch 117 - Loss: 2140.5879 Validation Accuracy: 0.734375
Epoch 2, Batch 118 - Loss: 1277.5822 Validation Accuracy: 0.734375
Epoch 2, Batch 119 - Loss: 1323.4060 Validation Accuracy: 0.742188
Epoch 2, Batch 120 - Loss: 1402.9613 Validation Accuracy: 0.738281
Epoch 2, Batch 121 - Loss: 1119.7939 Validation Accuracy: 0.734375
Epoch 2, Batch 122 - Loss: 1313.4353 Validation Accuracy: 0.734375
Epoch 2, Batch 123 - Loss: 979.4551 Validation Accuracy: 0.734375
Epoch 2, Batch 124 - Loss: 1131.0765 Validation Accuracy: 0.734375
Epoch 2, Batch 125 - Loss: 1655.6377 Validation Accuracy: 0.734375
Epoch 2, Batch 126 - Loss: 1338.7485 Validation Accuracy: 0.730469
Epoch 2, Batch 127 - Loss: 1348.0497 Validation Accuracy: 0.738281
Epoch 2, Batch 128 - Loss: 1592.7035 Validation Accuracy: 0.730469
Epoch 2, Batch 129 - Loss: 2048.5415 Validation Accuracy: 0.738281
Epoch 2, Batch 130 - Loss: 1068.3105 Validation Accuracy: 0.738281
Epoch 2, Batch 131 - Loss: 1402.1111 Validation Accuracy: 0.734375
Epoch 2, Batch 132 - Loss: 1129.9897 Validation Accuracy: 0.738281
Epoch 2, Batch 133 - Loss: 1412.0131 Validation Accuracy: 0.738281
Epoch 2, Batch 134 - Loss: 1439.9890 Validation Accuracy: 0.742188
Epoch 2, Batch 135 - Loss: 1320.2819 Validation Accuracy: 0.738281
Epoch 2, Batch 136 - Loss: 1259.1055 Validation Accuracy: 0.742188
Epoch 2, Batch 137 - Loss: 807.5354 Validation Accuracy: 0.753906
Epoch 2, Batch 138 - Loss: 1238.9470 Validation Accuracy: 0.757812
Epoch 2, Batch 139 - Loss: 1380.5330 Validation Accuracy: 0.757812
Epoch 2, Batch 140 - Loss: 1540.6270 Validation Accuracy: 0.757812
Epoch 2, Batch 141 - Loss: 1250.1643 Validation Accuracy: 0.757812
Epoch 2, Batch 142 - Loss: 1440.2747 Validation Accuracy: 0.761719
Epoch 2, Batch 143 - Loss: 1343.5575 Validation Accuracy: 0.757812
Epoch 2, Batch 144 - Loss: 923.2622 Validation Accuracy: 0.753906
Epoch 2, Batch 145 - Loss: 888.3625 Validation Accuracy: 0.753906
Epoch 2, Batch 146 - Loss: 1193.0812 Validation Accuracy: 0.750000
Epoch 2, Batch 147 - Loss: 865.0500 Validation Accuracy: 0.753906
Epoch 2, Batch 148 - Loss: 1193.9414 Validation Accuracy: 0.753906
Epoch 2, Batch 149 - Loss: 1100.9382 Validation Accuracy: 0.757812
Epoch 2, Batch 150 - Loss: 818.5791 Validation Accuracy: 0.753906
Epoch 2, Batch 151 - Loss: 1158.1285 Validation Accuracy: 0.753906
Epoch 2, Batch 152 - Loss: 1241.3235 Validation Accuracy: 0.753906
Epoch 2, Batch 153 - Loss: 1326.5946 Validation Accuracy: 0.761719
Epoch 2, Batch 154 - Loss: 887.7854 Validation Accuracy: 0.757812
Epoch 2, Batch 155 - Loss: 1647.6079 Validation Accuracy: 0.757812
Epoch 2, Batch 156 - Loss: 736.2386 Validation Accuracy: 0.757812
Epoch 2, Batch 157 - Loss: 1131.2617 Validation Accuracy: 0.753906
Epoch 2, Batch 158 - Loss: 1307.8530 Validation Accuracy: 0.757812
Epoch 2, Batch 159 - Loss: 1516.6987 Validation Accuracy: 0.761719
Epoch 2, Batch 160 - Loss: 981.2551 Validation Accuracy: 0.757812
Epoch 2, Batch 161 - Loss: 895.3154 Validation Accuracy: 0.753906
Epoch 2, Batch 162 - Loss: 1250.7885 Validation Accuracy: 0.753906
Epoch 2, Batch 163 - Loss: 956.2155 Validation Accuracy: 0.761719
Epoch 2, Batch 164 - Loss: 1429.3909 Validation Accuracy: 0.753906
Epoch 2, Batch 165 - Loss: 896.7806 Validation Accuracy: 0.757812
Epoch 2, Batch 166 - Loss: 1472.9990 Validation Accuracy: 0.750000
Epoch 2, Batch 167 - Loss: 1240.0089 Validation Accuracy: 0.746094
Epoch 2, Batch 168 - Loss: 1180.5177 Validation Accuracy: 0.750000
Epoch 2, Batch 169 - Loss: 1251.9258 Validation Accuracy: 0.750000
Epoch 2, Batch 170 - Loss: 974.5804 Validation Accuracy: 0.753906
Epoch 2, Batch 171 - Loss: 840.4933 Validation Accuracy: 0.753906
Epoch 2, Batch 172 - Loss: 731.2073 Validation Accuracy: 0.753906
Epoch 2, Batch 173 - Loss: 926.5907 Validation Accuracy: 0.757812
Epoch 2, Batch 174 - Loss: 1165.8839 Validation Accuracy: 0.761719
Epoch 2, Batch 175 - Loss: 1619.7719 Validation Accuracy: 0.757812
Epoch 2, Batch 176 - Loss: 1062.5349 Validation Accuracy: 0.753906
Epoch 2, Batch 177 - Loss: 1156.9670 Validation Accuracy: 0.757812
Epoch 2, Batch 178 - Loss: 734.2963 Validation Accuracy: 0.753906
Epoch 2, Batch 179 - Loss: 902.3204 Validation Accuracy: 0.750000
Epoch 2, Batch 180 - Loss: 1003.2703 Validation Accuracy: 0.750000
Epoch 2, Batch 181 - Loss: 1564.9186 Validation Accuracy: 0.757812
Epoch 2, Batch 182 - Loss: 1252.5859 Validation Accuracy: 0.757812
Epoch 2, Batch 183 - Loss: 1695.5635 Validation Accuracy: 0.757812
Epoch 2, Batch 184 - Loss: 853.7663 Validation Accuracy: 0.757812
Epoch 2, Batch 185 - Loss: 777.9969 Validation Accuracy: 0.757812
Epoch 2, Batch 186 - Loss: 1595.1606 Validation Accuracy: 0.757812
Epoch 2, Batch 187 - Loss: 1108.1628 Validation Accuracy: 0.757812
Epoch 2, Batch 188 - Loss: 1844.2118 Validation Accuracy: 0.765625
Epoch 2, Batch 189 - Loss: 759.4684 Validation Accuracy: 0.765625
Epoch 2, Batch 190 - Loss: 1324.7766 Validation Accuracy: 0.757812
Epoch 2, Batch 191 - Loss: 1330.1174 Validation Accuracy: 0.757812
Epoch 2, Batch 192 - Loss: 1191.5396 Validation Accuracy: 0.761719
Epoch 2, Batch 193 - Loss: 1210.9875 Validation Accuracy: 0.753906
Epoch 2, Batch 194 - Loss: 1304.7992 Validation Accuracy: 0.757812
Epoch 2, Batch 195 - Loss: 985.0530 Validation Accuracy: 0.761719
Epoch 2, Batch 196 - Loss: 746.2360 Validation Accuracy: 0.761719
Epoch 2, Batch 197 - Loss: 1030.5942 Validation Accuracy: 0.761719
Epoch 2, Batch 198 - Loss: 1065.4874 Validation Accuracy: 0.761719
Epoch 2, Batch 199 - Loss: 968.5612 Validation Accuracy: 0.761719
Epoch 2, Batch 200 - Loss: 1034.3267 Validation Accuracy: 0.757812
Epoch 2, Batch 201 - Loss: 942.4863 Validation Accuracy: 0.757812
Epoch 2, Batch 202 - Loss: 1026.4797 Validation Accuracy: 0.757812
Epoch 2, Batch 203 - Loss: 1291.7629 Validation Accuracy: 0.757812
Epoch 2, Batch 204 - Loss: 1226.7557 Validation Accuracy: 0.757812
Epoch 2, Batch 205 - Loss: 926.1282 Validation Accuracy: 0.761719
Epoch 2, Batch 206 - Loss: 1115.5681 Validation Accuracy: 0.757812
Epoch 2, Batch 207 - Loss: 962.6500 Validation Accuracy: 0.757812
Epoch 2, Batch 208 - Loss: 937.3617 Validation Accuracy: 0.757812
Epoch 2, Batch 209 - Loss: 883.1555 Validation Accuracy: 0.761719
Epoch 2, Batch 210 - Loss: 1128.9971 Validation Accuracy: 0.757812
Epoch 2, Batch 211 - Loss: 948.2357 Validation Accuracy: 0.757812
Epoch 2, Batch 212 - Loss: 1337.3918 Validation Accuracy: 0.757812
Epoch 2, Batch 213 - Loss: 714.7792 Validation Accuracy: 0.757812
Epoch 2, Batch 214 - Loss: 1280.7411 Validation Accuracy: 0.757812
Epoch 2, Batch 215 - Loss: 1042.8147 Validation Accuracy: 0.757812
Epoch 2, Batch 216 - Loss: 1210.2910 Validation Accuracy: 0.761719
Epoch 2, Batch 217 - Loss: 806.0386 Validation Accuracy: 0.761719
Epoch 2, Batch 218 - Loss: 1115.6583 Validation Accuracy: 0.761719
Epoch 2, Batch 219 - Loss: 1008.3944 Validation Accuracy: 0.761719
Epoch 2, Batch 220 - Loss: 1278.4531 Validation Accuracy: 0.761719
Epoch 2, Batch 221 - Loss: 1015.2892 Validation Accuracy: 0.761719
Epoch 2, Batch 222 - Loss: 1089.0349 Validation Accuracy: 0.757812
Epoch 2, Batch 223 - Loss: 789.6481 Validation Accuracy: 0.761719
Epoch 2, Batch 224 - Loss: 1018.8140 Validation Accuracy: 0.757812
Epoch 2, Batch 225 - Loss: 921.2686 Validation Accuracy: 0.761719
Epoch 2, Batch 226 - Loss: 863.6530 Validation Accuracy: 0.761719
Epoch 2, Batch 227 - Loss: 923.2008 Validation Accuracy: 0.761719
Epoch 2, Batch 228 - Loss: 1313.6858 Validation Accuracy: 0.769531
Epoch 2, Batch 229 - Loss: 1114.3606 Validation Accuracy: 0.769531
Epoch 2, Batch 230 - Loss: 1085.4873 Validation Accuracy: 0.769531
Epoch 2, Batch 231 - Loss: 978.7772 Validation Accuracy: 0.773438
Epoch 2, Batch 232 - Loss: 901.6832 Validation Accuracy: 0.773438
Epoch 2, Batch 233 - Loss: 793.8552 Validation Accuracy: 0.765625
Epoch 2, Batch 234 - Loss: 741.6671 Validation Accuracy: 0.773438
Epoch 2, Batch 235 - Loss: 1110.6293 Validation Accuracy: 0.773438
Epoch 2, Batch 236 - Loss: 1025.6753 Validation Accuracy: 0.769531
Epoch 2, Batch 237 - Loss: 1471.9581 Validation Accuracy: 0.777344
Epoch 2, Batch 238 - Loss: 1109.9167 Validation Accuracy: 0.781250
Epoch 2, Batch 239 - Loss: 756.5212 Validation Accuracy: 0.769531
Epoch 2, Batch 240 - Loss: 1082.9587 Validation Accuracy: 0.777344
Epoch 2, Batch 241 - Loss: 825.3924 Validation Accuracy: 0.773438
Epoch 2, Batch 242 - Loss: 1299.6826 Validation Accuracy: 0.777344
Epoch 2, Batch 243 - Loss: 1371.0465 Validation Accuracy: 0.773438
Epoch 2, Batch 244 - Loss: 682.5565 Validation Accuracy: 0.777344
Epoch 2, Batch 245 - Loss: 1211.0887 Validation Accuracy: 0.773438
Epoch 2, Batch 246 - Loss: 783.4261 Validation Accuracy: 0.773438
Epoch 2, Batch 247 - Loss: 972.4645 Validation Accuracy: 0.769531
Epoch 2, Batch 248 - Loss: 1008.8580 Validation Accuracy: 0.773438
Epoch 2, Batch 249 - Loss: 1425.4742 Validation Accuracy: 0.769531
Epoch 2, Batch 250 - Loss: 1540.0680 Validation Accuracy: 0.769531
Epoch 2, Batch 251 - Loss: 794.1747 Validation Accuracy: 0.769531
Epoch 2, Batch 252 - Loss: 1268.1526 Validation Accuracy: 0.765625
Epoch 2, Batch 253 - Loss: 890.1823 Validation Accuracy: 0.761719
Epoch 2, Batch 254 - Loss: 1086.5707 Validation Accuracy: 0.765625
Epoch 2, Batch 255 - Loss: 558.0474 Validation Accuracy: 0.769531
Epoch 2, Batch 256 - Loss: 891.9969 Validation Accuracy: 0.769531
Epoch 2, Batch 257 - Loss: 1210.8741 Validation Accuracy: 0.761719
Epoch 2, Batch 258 - Loss: 986.2066 Validation Accuracy: 0.769531
Epoch 2, Batch 259 - Loss: 1301.0547 Validation Accuracy: 0.769531
Epoch 2, Batch 260 - Loss: 744.8416 Validation Accuracy: 0.773438
Epoch 2, Batch 261 - Loss: 1082.5232 Validation Accuracy: 0.777344
Epoch 2, Batch 262 - Loss: 1277.9736 Validation Accuracy: 0.773438
Epoch 2, Batch 263 - Loss: 856.5518 Validation Accuracy: 0.765625
Epoch 2, Batch 264 - Loss: 1120.1433 Validation Accuracy: 0.773438
Epoch 2, Batch 265 - Loss: 998.9788 Validation Accuracy: 0.769531
Epoch 2, Batch 266 - Loss: 1349.1917 Validation Accuracy: 0.777344
Epoch 2, Batch 267 - Loss: 963.8967 Validation Accuracy: 0.773438
Epoch 2, Batch 268 - Loss: 719.5629 Validation Accuracy: 0.773438
Epoch 2, Batch 269 - Loss: 1070.7075 Validation Accuracy: 0.777344
Epoch 2, Batch 270 - Loss: 1263.5009 Validation Accuracy: 0.773438
Epoch 2, Batch 271 - Loss: 1382.2063 Validation Accuracy: 0.777344
Epoch 2, Batch 272 - Loss: 1198.8625 Validation Accuracy: 0.781250
Epoch 2, Batch 273 - Loss: 1141.3809 Validation Accuracy: 0.777344
Epoch 2, Batch 274 - Loss: 692.2089 Validation Accuracy: 0.777344
Epoch 2, Batch 275 - Loss: 1092.0513 Validation Accuracy: 0.773438
Epoch 2, Batch 276 - Loss: 757.6156 Validation Accuracy: 0.773438
Epoch 2, Batch 277 - Loss: 1164.7070 Validation Accuracy: 0.773438
Epoch 2, Batch 278 - Loss: 1217.9279 Validation Accuracy: 0.777344
Epoch 2, Batch 279 - Loss: 872.2170 Validation Accuracy: 0.777344
Epoch 2, Batch 280 - Loss: 1014.4677 Validation Accuracy: 0.773438
Epoch 2, Batch 281 - Loss: 1028.4062 Validation Accuracy: 0.777344
Epoch 2, Batch 282 - Loss: 1130.2416 Validation Accuracy: 0.777344
Epoch 2, Batch 283 - Loss: 650.9283 Validation Accuracy: 0.777344
Epoch 2, Batch 284 - Loss: 1055.4614 Validation Accuracy: 0.761719
Epoch 2, Batch 285 - Loss: 1363.9182 Validation Accuracy: 0.773438
Epoch 2, Batch 286 - Loss: 919.6560 Validation Accuracy: 0.761719
Epoch 2, Batch 287 - Loss: 1017.7095 Validation Accuracy: 0.769531
Epoch 2, Batch 288 - Loss: 670.5729 Validation Accuracy: 0.777344
Epoch 2, Batch 289 - Loss: 992.2207 Validation Accuracy: 0.773438
Epoch 2, Batch 290 - Loss: 700.1927 Validation Accuracy: 0.773438
Epoch 2, Batch 291 - Loss: 930.9250 Validation Accuracy: 0.777344
Epoch 2, Batch 292 - Loss: 1150.3771 Validation Accuracy: 0.773438
Epoch 2, Batch 293 - Loss: 1141.6758 Validation Accuracy: 0.773438
Epoch 2, Batch 294 - Loss: 1005.0277 Validation Accuracy: 0.769531
Epoch 2, Batch 295 - Loss: 960.2677 Validation Accuracy: 0.773438
Epoch 2, Batch 296 - Loss: 944.3804 Validation Accuracy: 0.769531
Epoch 2, Batch 297 - Loss: 745.2899 Validation Accuracy: 0.777344
Epoch 2, Batch 298 - Loss: 794.5372 Validation Accuracy: 0.773438
Epoch 2, Batch 299 - Loss: 1391.8835 Validation Accuracy: 0.773438
Epoch 2, Batch 300 - Loss: 1210.1592 Validation Accuracy: 0.765625
Epoch 2, Batch 301 - Loss: 898.7817 Validation Accuracy: 0.773438
Epoch 2, Batch 302 - Loss: 1160.2776 Validation Accuracy: 0.773438
Epoch 2, Batch 303 - Loss: 906.3334 Validation Accuracy: 0.773438
Epoch 2, Batch 304 - Loss: 991.6419 Validation Accuracy: 0.773438
Epoch 2, Batch 305 - Loss: 1182.8403 Validation Accuracy: 0.773438
Epoch 2, Batch 306 - Loss: 1236.9229 Validation Accuracy: 0.769531
Epoch 2, Batch 307 - Loss: 1267.0869 Validation Accuracy: 0.769531
Epoch 2, Batch 308 - Loss: 800.1767 Validation Accuracy: 0.773438
Epoch 2, Batch 309 - Loss: 1455.2014 Validation Accuracy: 0.773438
Epoch 2, Batch 310 - Loss: 1179.4539 Validation Accuracy: 0.773438
Epoch 2, Batch 311 - Loss: 975.1441 Validation Accuracy: 0.773438
Epoch 2, Batch 312 - Loss: 957.3328 Validation Accuracy: 0.769531
Epoch 2, Batch 313 - Loss: 1216.0032 Validation Accuracy: 0.765625
Epoch 2, Batch 314 - Loss: 931.9519 Validation Accuracy: 0.765625
Epoch 2, Batch 315 - Loss: 630.1096 Validation Accuracy: 0.765625
Epoch 2, Batch 316 - Loss: 769.8002 Validation Accuracy: 0.773438
Epoch 2, Batch 317 - Loss: 778.0691 Validation Accuracy: 0.769531
Epoch 2, Batch 318 - Loss: 800.0910 Validation Accuracy: 0.769531
Epoch 2, Batch 319 - Loss: 1133.7344 Validation Accuracy: 0.761719
Epoch 2, Batch 320 - Loss: 829.3344 Validation Accuracy: 0.765625
Epoch 2, Batch 321 - Loss: 1341.1670 Validation Accuracy: 0.761719
Epoch 2, Batch 322 - Loss: 873.9736 Validation Accuracy: 0.757812
Epoch 2, Batch 323 - Loss: 852.3960 Validation Accuracy: 0.765625
Epoch 2, Batch 324 - Loss: 822.7237 Validation Accuracy: 0.769531
Epoch 2, Batch 325 - Loss: 1154.5709 Validation Accuracy: 0.773438
Epoch 2, Batch 326 - Loss: 1221.4850 Validation Accuracy: 0.773438
Epoch 2, Batch 327 - Loss: 733.0969 Validation Accuracy: 0.777344
Epoch 2, Batch 328 - Loss: 1288.2496 Validation Accuracy: 0.777344
Epoch 2, Batch 329 - Loss: 978.2450 Validation Accuracy: 0.777344
Epoch 2, Batch 330 - Loss: 875.5159 Validation Accuracy: 0.777344
Epoch 2, Batch 331 - Loss: 838.3704 Validation Accuracy: 0.777344
Epoch 2, Batch 332 - Loss: 854.4897 Validation Accuracy: 0.777344
Epoch 2, Batch 333 - Loss: 626.9152 Validation Accuracy: 0.777344
Epoch 2, Batch 334 - Loss: 953.2859 Validation Accuracy: 0.777344
Epoch 2, Batch 335 - Loss: 989.6550 Validation Accuracy: 0.777344
Epoch 2, Batch 336 - Loss: 792.1353 Validation Accuracy: 0.777344
Epoch 2, Batch 337 - Loss: 842.9594 Validation Accuracy: 0.769531
Epoch 2, Batch 338 - Loss: 691.0720 Validation Accuracy: 0.773438
Epoch 2, Batch 339 - Loss: 1270.3285 Validation Accuracy: 0.777344
Epoch 2, Batch 340 - Loss: 1066.7264 Validation Accuracy: 0.769531
Epoch 2, Batch 341 - Loss: 1005.2368 Validation Accuracy: 0.769531
Epoch 2, Batch 342 - Loss: 975.4610 Validation Accuracy: 0.777344
Epoch 2, Batch 343 - Loss: 824.7665 Validation Accuracy: 0.769531
Epoch 2, Batch 344 - Loss: 978.7474 Validation Accuracy: 0.773438
Epoch 2, Batch 345 - Loss: 825.3472 Validation Accuracy: 0.777344
Epoch 2, Batch 346 - Loss: 1096.1177 Validation Accuracy: 0.773438
Epoch 2, Batch 347 - Loss: 891.1179 Validation Accuracy: 0.781250
Epoch 2, Batch 348 - Loss: 970.2442 Validation Accuracy: 0.781250
Epoch 2, Batch 349 - Loss: 1098.4849 Validation Accuracy: 0.781250
Epoch 2, Batch 350 - Loss: 714.4235 Validation Accuracy: 0.781250
Epoch 2, Batch 351 - Loss: 1181.8306 Validation Accuracy: 0.777344
Epoch 2, Batch 352 - Loss: 1057.6454 Validation Accuracy: 0.781250
Epoch 2, Batch 353 - Loss: 1141.4790 Validation Accuracy: 0.777344
Epoch 2, Batch 354 - Loss: 772.5566 Validation Accuracy: 0.777344
Epoch 2, Batch 355 - Loss: 906.3662 Validation Accuracy: 0.773438
Epoch 2, Batch 356 - Loss: 1087.7932 Validation Accuracy: 0.773438
Epoch 2, Batch 357 - Loss: 1027.4325 Validation Accuracy: 0.769531
Epoch 2, Batch 358 - Loss: 881.5000 Validation Accuracy: 0.769531
Epoch 2, Batch 359 - Loss: 906.4757 Validation Accuracy: 0.773438
Epoch 2, Batch 360 - Loss: 1309.4030 Validation Accuracy: 0.769531
Epoch 2, Batch 361 - Loss: 732.2792 Validation Accuracy: 0.757812
Epoch 2, Batch 362 - Loss: 670.3476 Validation Accuracy: 0.773438
Epoch 2, Batch 363 - Loss: 916.4241 Validation Accuracy: 0.761719
Epoch 2, Batch 364 - Loss: 730.6278 Validation Accuracy: 0.773438
Epoch 2, Batch 365 - Loss: 591.5173 Validation Accuracy: 0.773438
Epoch 2, Batch 366 - Loss: 540.1223 Validation Accuracy: 0.773438
Epoch 2, Batch 367 - Loss: 834.5909 Validation Accuracy: 0.773438
Epoch 2, Batch 368 - Loss: 847.6324 Validation Accuracy: 0.773438
Epoch 2, Batch 369 - Loss: 994.6047 Validation Accuracy: 0.773438
Epoch 2, Batch 370 - Loss: 803.0613 Validation Accuracy: 0.777344
Epoch 2, Batch 371 - Loss: 525.7394 Validation Accuracy: 0.769531
Epoch 2, Batch 372 - Loss: 813.3873 Validation Accuracy: 0.773438
Epoch 2, Batch 373 - Loss: 794.0095 Validation Accuracy: 0.777344
Epoch 2, Batch 374 - Loss: 971.5977 Validation Accuracy: 0.781250
Epoch 2, Batch 375 - Loss: 814.7012 Validation Accuracy: 0.769531
Epoch 2, Batch 376 - Loss: 1232.4705 Validation Accuracy: 0.765625
Epoch 2, Batch 377 - Loss: 806.4897 Validation Accuracy: 0.769531
Epoch 2, Batch 378 - Loss: 747.3888 Validation Accuracy: 0.769531
Epoch 2, Batch 379 - Loss: 916.6134 Validation Accuracy: 0.769531
Epoch 2, Batch 380 - Loss: 683.4909 Validation Accuracy: 0.765625
Epoch 2, Batch 381 - Loss: 903.2997 Validation Accuracy: 0.769531
Epoch 2, Batch 382 - Loss: 1097.9587 Validation Accuracy: 0.769531
Epoch 2, Batch 383 - Loss: 888.1602 Validation Accuracy: 0.761719
Epoch 2, Batch 384 - Loss: 708.9136 Validation Accuracy: 0.769531
Epoch 2, Batch 385 - Loss: 746.9914 Validation Accuracy: 0.773438
Epoch 2, Batch 386 - Loss: 990.9843 Validation Accuracy: 0.765625
Epoch 2, Batch 387 - Loss: 527.6712 Validation Accuracy: 0.769531
Epoch 2, Batch 388 - Loss: 924.1925 Validation Accuracy: 0.765625
Epoch 2, Batch 389 - Loss: 592.4521 Validation Accuracy: 0.769531
Epoch 2, Batch 390 - Loss: 998.3878 Validation Accuracy: 0.773438
Epoch 2, Batch 391 - Loss: 643.8271 Validation Accuracy: 0.769531
Epoch 2, Batch 392 - Loss: 1060.9067 Validation Accuracy: 0.773438
Epoch 2, Batch 393 - Loss: 741.1838 Validation Accuracy: 0.773438
Epoch 2, Batch 394 - Loss: 896.8887 Validation Accuracy: 0.773438
Epoch 2, Batch 395 - Loss: 768.6744 Validation Accuracy: 0.773438
Epoch 2, Batch 396 - Loss: 885.6039 Validation Accuracy: 0.773438
Epoch 2, Batch 397 - Loss: 487.1211 Validation Accuracy: 0.777344
Epoch 2, Batch 398 - Loss: 1263.2439 Validation Accuracy: 0.773438
Epoch 2, Batch 399 - Loss: 1005.4211 Validation Accuracy: 0.777344
Epoch 2, Batch 400 - Loss: 896.3135 Validation Accuracy: 0.777344
Epoch 2, Batch 401 - Loss: 833.3987 Validation Accuracy: 0.773438
Epoch 2, Batch 402 - Loss: 933.9608 Validation Accuracy: 0.773438
Epoch 2, Batch 403 - Loss: 798.1674 Validation Accuracy: 0.777344
Epoch 2, Batch 404 - Loss: 922.5056 Validation Accuracy: 0.773438
Epoch 2, Batch 405 - Loss: 913.2198 Validation Accuracy: 0.777344
Epoch 2, Batch 406 - Loss: 704.3870 Validation Accuracy: 0.777344
Epoch 2, Batch 407 - Loss: 952.9163 Validation Accuracy: 0.773438
Epoch 2, Batch 408 - Loss: 914.3248 Validation Accuracy: 0.777344
Epoch 2, Batch 409 - Loss: 1168.5251 Validation Accuracy: 0.777344
Epoch 2, Batch 410 - Loss: 751.7566 Validation Accuracy: 0.777344
Epoch 2, Batch 411 - Loss: 835.3507 Validation Accuracy: 0.777344
Epoch 2, Batch 412 - Loss: 1154.7844 Validation Accuracy: 0.781250
Epoch 2, Batch 413 - Loss: 924.3042 Validation Accuracy: 0.777344
Epoch 2, Batch 414 - Loss: 611.3514 Validation Accuracy: 0.777344
Epoch 2, Batch 415 - Loss: 602.1896 Validation Accuracy: 0.777344
Epoch 2, Batch 416 - Loss: 669.5095 Validation Accuracy: 0.773438
Epoch 2, Batch 417 - Loss: 687.9592 Validation Accuracy: 0.781250
Epoch 2, Batch 418 - Loss: 729.8071 Validation Accuracy: 0.777344
Epoch 2, Batch 419 - Loss: 762.8636 Validation Accuracy: 0.781250
Epoch 2, Batch 420 - Loss: 674.8173 Validation Accuracy: 0.785156
Epoch 2, Batch 421 - Loss: 917.6190 Validation Accuracy: 0.773438
Epoch 2, Batch 422 - Loss: 950.5443 Validation Accuracy: 0.773438
Epoch 2, Batch 423 - Loss: 519.3186 Validation Accuracy: 0.769531
Epoch 2, Batch 424 - Loss: 1059.1775 Validation Accuracy: 0.773438
Epoch 2, Batch 425 - Loss: 997.5208 Validation Accuracy: 0.765625
Epoch 2, Batch 426 - Loss: 1024.1260 Validation Accuracy: 0.773438
Epoch 2, Batch 427 - Loss: 894.1072 Validation Accuracy: 0.773438
Epoch 2, Batch 428 - Loss: 1037.9680 Validation Accuracy: 0.773438
Epoch 2, Batch 429 - Loss: 662.9100 Validation Accuracy: 0.777344
Epoch 3, Batch 1 - Loss: 847.8619 Validation Accuracy: 0.777344
Epoch 3, Batch 2 - Loss: 1149.7249 Validation Accuracy: 0.777344
Epoch 3, Batch 3 - Loss: 961.4778 Validation Accuracy: 0.777344
Epoch 3, Batch 4 - Loss: 788.4355 Validation Accuracy: 0.773438
Epoch 3, Batch 5 - Loss: 1205.1573 Validation Accuracy: 0.773438
Epoch 3, Batch 6 - Loss: 872.8174 Validation Accuracy: 0.777344
Epoch 3, Batch 7 - Loss: 789.4261 Validation Accuracy: 0.773438
Epoch 3, Batch 8 - Loss: 640.6334 Validation Accuracy: 0.769531
Epoch 3, Batch 9 - Loss: 790.7505 Validation Accuracy: 0.769531
Epoch 3, Batch 10 - Loss: 832.9537 Validation Accuracy: 0.773438
Epoch 3, Batch 11 - Loss: 1008.4537 Validation Accuracy: 0.781250
Epoch 3, Batch 12 - Loss: 843.8704 Validation Accuracy: 0.777344
Epoch 3, Batch 13 - Loss: 1021.8456 Validation Accuracy: 0.785156
Epoch 3, Batch 14 - Loss: 1094.6973 Validation Accuracy: 0.781250
Epoch 3, Batch 15 - Loss: 823.6078 Validation Accuracy: 0.777344
Epoch 3, Batch 16 - Loss: 804.7862 Validation Accuracy: 0.777344
Epoch 3, Batch 17 - Loss: 756.5630 Validation Accuracy: 0.785156
Epoch 3, Batch 18 - Loss: 714.1788 Validation Accuracy: 0.777344
Epoch 3, Batch 19 - Loss: 820.8080 Validation Accuracy: 0.769531
Epoch 3, Batch 20 - Loss: 918.3225 Validation Accuracy: 0.769531
Epoch 3, Batch 21 - Loss: 736.4434 Validation Accuracy: 0.773438
Epoch 3, Batch 22 - Loss: 1030.8379 Validation Accuracy: 0.769531
Epoch 3, Batch 23 - Loss: 1310.7858 Validation Accuracy: 0.769531
Epoch 3, Batch 24 - Loss: 854.2531 Validation Accuracy: 0.769531
Epoch 3, Batch 25 - Loss: 699.0878 Validation Accuracy: 0.769531
Epoch 3, Batch 26 - Loss: 757.0537 Validation Accuracy: 0.785156
Epoch 3, Batch 27 - Loss: 730.5863 Validation Accuracy: 0.781250
Epoch 3, Batch 28 - Loss: 1104.3925 Validation Accuracy: 0.785156
Epoch 3, Batch 29 - Loss: 780.6008 Validation Accuracy: 0.781250
Epoch 3, Batch 30 - Loss: 721.0413 Validation Accuracy: 0.781250
Epoch 3, Batch 31 - Loss: 968.3151 Validation Accuracy: 0.785156
Epoch 3, Batch 32 - Loss: 1076.2877 Validation Accuracy: 0.785156
Epoch 3, Batch 33 - Loss: 938.7456 Validation Accuracy: 0.777344
Epoch 3, Batch 34 - Loss: 823.1848 Validation Accuracy: 0.777344
Epoch 3, Batch 35 - Loss: 761.7339 Validation Accuracy: 0.773438
Epoch 3, Batch 36 - Loss: 564.1430 Validation Accuracy: 0.773438
Epoch 3, Batch 37 - Loss: 540.0225 Validation Accuracy: 0.773438
Epoch 3, Batch 38 - Loss: 792.3228 Validation Accuracy: 0.773438
Epoch 3, Batch 39 - Loss: 916.2261 Validation Accuracy: 0.777344
Epoch 3, Batch 40 - Loss: 1008.1333 Validation Accuracy: 0.777344
Epoch 3, Batch 41 - Loss: 576.4597 Validation Accuracy: 0.777344
Epoch 3, Batch 42 - Loss: 745.3723 Validation Accuracy: 0.777344
Epoch 3, Batch 43 - Loss: 660.9008 Validation Accuracy: 0.777344
Epoch 3, Batch 44 - Loss: 1322.8076 Validation Accuracy: 0.777344
Epoch 3, Batch 45 - Loss: 550.7912 Validation Accuracy: 0.785156
Epoch 3, Batch 46 - Loss: 464.8788 Validation Accuracy: 0.789062
Epoch 3, Batch 47 - Loss: 657.6152 Validation Accuracy: 0.785156
Epoch 3, Batch 48 - Loss: 1145.5897 Validation Accuracy: 0.777344
Epoch 3, Batch 49 - Loss: 1099.4894 Validation Accuracy: 0.773438
Epoch 3, Batch 50 - Loss: 458.5586 Validation Accuracy: 0.781250
Epoch 3, Batch 51 - Loss: 1066.1136 Validation Accuracy: 0.773438
Epoch 3, Batch 52 - Loss: 1018.9511 Validation Accuracy: 0.785156
Epoch 3, Batch 53 - Loss: 1064.3967 Validation Accuracy: 0.789062
Epoch 3, Batch 54 - Loss: 687.5676 Validation Accuracy: 0.789062
Epoch 3, Batch 55 - Loss: 708.4431 Validation Accuracy: 0.785156
Epoch 3, Batch 56 - Loss: 526.4150 Validation Accuracy: 0.785156
Epoch 3, Batch 57 - Loss: 1034.2217 Validation Accuracy: 0.781250
Epoch 3, Batch 58 - Loss: 889.1185 Validation Accuracy: 0.785156
Epoch 3, Batch 59 - Loss: 1220.2140 Validation Accuracy: 0.781250
Epoch 3, Batch 60 - Loss: 831.5127 Validation Accuracy: 0.777344
Epoch 3, Batch 61 - Loss: 985.7328 Validation Accuracy: 0.773438
Epoch 3, Batch 62 - Loss: 449.2451 Validation Accuracy: 0.769531
Epoch 3, Batch 63 - Loss: 1089.8628 Validation Accuracy: 0.769531
Epoch 3, Batch 64 - Loss: 612.9075 Validation Accuracy: 0.765625
Epoch 3, Batch 65 - Loss: 697.7139 Validation Accuracy: 0.765625
Epoch 3, Batch 66 - Loss: 1171.3130 Validation Accuracy: 0.773438
Epoch 3, Batch 67 - Loss: 1007.2438 Validation Accuracy: 0.769531
Epoch 3, Batch 68 - Loss: 906.1829 Validation Accuracy: 0.769531
Epoch 3, Batch 69 - Loss: 688.1575 Validation Accuracy: 0.773438
Epoch 3, Batch 70 - Loss: 723.2732 Validation Accuracy: 0.773438
Epoch 3, Batch 71 - Loss: 823.3149 Validation Accuracy: 0.781250
Epoch 3, Batch 72 - Loss: 842.0289 Validation Accuracy: 0.777344
Epoch 3, Batch 73 - Loss: 1356.0361 Validation Accuracy: 0.781250
Epoch 3, Batch 74 - Loss: 845.7480 Validation Accuracy: 0.789062
Epoch 3, Batch 75 - Loss: 642.4590 Validation Accuracy: 0.785156
Epoch 3, Batch 76 - Loss: 1042.0521 Validation Accuracy: 0.792969
Epoch 3, Batch 77 - Loss: 753.4680 Validation Accuracy: 0.792969
Epoch 3, Batch 78 - Loss: 790.1417 Validation Accuracy: 0.792969
Epoch 3, Batch 79 - Loss: 997.7828 Validation Accuracy: 0.785156
Epoch 3, Batch 80 - Loss: 1047.2977 Validation Accuracy: 0.785156
Epoch 3, Batch 81 - Loss: 778.5120 Validation Accuracy: 0.796875
Epoch 3, Batch 82 - Loss: 565.6357 Validation Accuracy: 0.789062
Epoch 3, Batch 83 - Loss: 1036.6702 Validation Accuracy: 0.792969
Epoch 3, Batch 84 - Loss: 754.8748 Validation Accuracy: 0.796875
Epoch 3, Batch 85 - Loss: 761.9604 Validation Accuracy: 0.796875
Epoch 3, Batch 86 - Loss: 807.0645 Validation Accuracy: 0.789062
Epoch 3, Batch 87 - Loss: 725.6512 Validation Accuracy: 0.789062
Epoch 3, Batch 88 - Loss: 844.2605 Validation Accuracy: 0.781250
Epoch 3, Batch 89 - Loss: 891.0491 Validation Accuracy: 0.781250
Epoch 3, Batch 90 - Loss: 826.7330 Validation Accuracy: 0.781250
Epoch 3, Batch 91 - Loss: 1071.4741 Validation Accuracy: 0.781250
Epoch 3, Batch 92 - Loss: 837.1123 Validation Accuracy: 0.785156
Epoch 3, Batch 93 - Loss: 1218.7317 Validation Accuracy: 0.789062
Epoch 3, Batch 94 - Loss: 857.6342 Validation Accuracy: 0.789062
Epoch 3, Batch 95 - Loss: 773.4236 Validation Accuracy: 0.792969
Epoch 3, Batch 96 - Loss: 799.4096 Validation Accuracy: 0.796875
Epoch 3, Batch 97 - Loss: 1051.4044 Validation Accuracy: 0.796875
Epoch 3, Batch 98 - Loss: 599.9803 Validation Accuracy: 0.789062
Epoch 3, Batch 99 - Loss: 681.8036 Validation Accuracy: 0.792969
Epoch 3, Batch 100 - Loss: 1008.7184 Validation Accuracy: 0.796875
Epoch 3, Batch 101 - Loss: 461.5834 Validation Accuracy: 0.796875
Epoch 3, Batch 102 - Loss: 860.4061 Validation Accuracy: 0.800781
Epoch 3, Batch 103 - Loss: 668.5881 Validation Accuracy: 0.796875
Epoch 3, Batch 104 - Loss: 814.8567 Validation Accuracy: 0.796875
Epoch 3, Batch 105 - Loss: 655.7984 Validation Accuracy: 0.800781
Epoch 3, Batch 106 - Loss: 884.8597 Validation Accuracy: 0.800781
Epoch 3, Batch 107 - Loss: 560.9979 Validation Accuracy: 0.800781
Epoch 3, Batch 108 - Loss: 1029.5028 Validation Accuracy: 0.796875
Epoch 3, Batch 109 - Loss: 811.0721 Validation Accuracy: 0.804688
Epoch 3, Batch 110 - Loss: 860.1566 Validation Accuracy: 0.804688
Epoch 3, Batch 111 - Loss: 459.8603 Validation Accuracy: 0.800781
Epoch 3, Batch 112 - Loss: 646.7531 Validation Accuracy: 0.796875
Epoch 3, Batch 113 - Loss: 713.3418 Validation Accuracy: 0.800781
Epoch 3, Batch 114 - Loss: 941.6214 Validation Accuracy: 0.800781
Epoch 3, Batch 115 - Loss: 1256.7000 Validation Accuracy: 0.804688
Epoch 3, Batch 116 - Loss: 1099.9309 Validation Accuracy: 0.804688
Epoch 3, Batch 117 - Loss: 776.3490 Validation Accuracy: 0.804688
Epoch 3, Batch 118 - Loss: 504.6593 Validation Accuracy: 0.800781
Epoch 3, Batch 119 - Loss: 1006.9194 Validation Accuracy: 0.804688
Epoch 3, Batch 120 - Loss: 699.7015 Validation Accuracy: 0.800781
Epoch 3, Batch 121 - Loss: 951.7466 Validation Accuracy: 0.800781
Epoch 3, Batch 122 - Loss: 710.0709 Validation Accuracy: 0.796875
Epoch 3, Batch 123 - Loss: 671.2662 Validation Accuracy: 0.804688
Epoch 3, Batch 124 - Loss: 956.8303 Validation Accuracy: 0.804688
Epoch 3, Batch 125 - Loss: 839.4524 Validation Accuracy: 0.800781
Epoch 3, Batch 126 - Loss: 465.5184 Validation Accuracy: 0.804688
Epoch 3, Batch 127 - Loss: 887.1342 Validation Accuracy: 0.800781
Epoch 3, Batch 128 - Loss: 804.9391 Validation Accuracy: 0.800781
Epoch 3, Batch 129 - Loss: 721.9614 Validation Accuracy: 0.804688
Epoch 3, Batch 130 - Loss: 291.8322 Validation Accuracy: 0.800781
Epoch 3, Batch 131 - Loss: 830.2015 Validation Accuracy: 0.804688
Epoch 3, Batch 132 - Loss: 733.5404 Validation Accuracy: 0.796875
Epoch 3, Batch 133 - Loss: 740.4749 Validation Accuracy: 0.792969
Epoch 3, Batch 134 - Loss: 604.9616 Validation Accuracy: 0.792969
Epoch 3, Batch 135 - Loss: 639.4738 Validation Accuracy: 0.792969
Epoch 3, Batch 136 - Loss: 491.5614 Validation Accuracy: 0.796875
Epoch 3, Batch 137 - Loss: 984.4476 Validation Accuracy: 0.800781
Epoch 3, Batch 138 - Loss: 510.0325 Validation Accuracy: 0.800781
Epoch 3, Batch 139 - Loss: 489.6422 Validation Accuracy: 0.804688
Epoch 3, Batch 140 - Loss: 876.9269 Validation Accuracy: 0.804688
Epoch 3, Batch 141 - Loss: 636.6604 Validation Accuracy: 0.800781
Epoch 3, Batch 142 - Loss: 801.4425 Validation Accuracy: 0.800781
Epoch 3, Batch 143 - Loss: 916.0207 Validation Accuracy: 0.796875
Epoch 3, Batch 144 - Loss: 685.8990 Validation Accuracy: 0.796875
Epoch 3, Batch 145 - Loss: 588.3436 Validation Accuracy: 0.792969
Epoch 3, Batch 146 - Loss: 608.2060 Validation Accuracy: 0.796875
Epoch 3, Batch 147 - Loss: 477.0936 Validation Accuracy: 0.796875
Epoch 3, Batch 148 - Loss: 594.3317 Validation Accuracy: 0.796875
Epoch 3, Batch 149 - Loss: 866.3037 Validation Accuracy: 0.796875
Epoch 3, Batch 150 - Loss: 633.3937 Validation Accuracy: 0.800781
Epoch 3, Batch 151 - Loss: 891.9603 Validation Accuracy: 0.800781
Epoch 3, Batch 152 - Loss: 525.8430 Validation Accuracy: 0.800781
Epoch 3, Batch 153 - Loss: 610.8085 Validation Accuracy: 0.800781
Epoch 3, Batch 154 - Loss: 642.0848 Validation Accuracy: 0.804688
Epoch 3, Batch 155 - Loss: 541.3068 Validation Accuracy: 0.800781
Epoch 3, Batch 156 - Loss: 862.6317 Validation Accuracy: 0.800781
Epoch 3, Batch 157 - Loss: 833.9830 Validation Accuracy: 0.804688
Epoch 3, Batch 158 - Loss: 858.2402 Validation Accuracy: 0.800781
Epoch 3, Batch 159 - Loss: 646.4719 Validation Accuracy: 0.804688
Epoch 3, Batch 160 - Loss: 963.2912 Validation Accuracy: 0.800781
Epoch 3, Batch 161 - Loss: 670.9203 Validation Accuracy: 0.796875
Epoch 3, Batch 162 - Loss: 417.6028 Validation Accuracy: 0.792969
Epoch 3, Batch 163 - Loss: 600.6456 Validation Accuracy: 0.792969
Epoch 3, Batch 164 - Loss: 626.8513 Validation Accuracy: 0.796875
Epoch 3, Batch 165 - Loss: 667.0526 Validation Accuracy: 0.796875
Epoch 3, Batch 166 - Loss: 595.8866 Validation Accuracy: 0.804688
Epoch 3, Batch 167 - Loss: 794.0920 Validation Accuracy: 0.796875
Epoch 3, Batch 168 - Loss: 499.1823 Validation Accuracy: 0.796875
Epoch 3, Batch 169 - Loss: 1120.1223 Validation Accuracy: 0.796875
Epoch 3, Batch 170 - Loss: 611.5540 Validation Accuracy: 0.796875
Epoch 3, Batch 171 - Loss: 617.1522 Validation Accuracy: 0.800781
Epoch 3, Batch 172 - Loss: 853.3514 Validation Accuracy: 0.800781
Epoch 3, Batch 173 - Loss: 805.5624 Validation Accuracy: 0.796875
Epoch 3, Batch 174 - Loss: 814.2354 Validation Accuracy: 0.800781
Epoch 3, Batch 175 - Loss: 946.5623 Validation Accuracy: 0.800781
Epoch 3, Batch 176 - Loss: 546.4115 Validation Accuracy: 0.808594
Epoch 3, Batch 177 - Loss: 983.8999 Validation Accuracy: 0.808594
Epoch 3, Batch 178 - Loss: 767.6844 Validation Accuracy: 0.804688
Epoch 3, Batch 179 - Loss: 1090.4352 Validation Accuracy: 0.804688
Epoch 3, Batch 180 - Loss: 825.5911 Validation Accuracy: 0.804688
Epoch 3, Batch 181 - Loss: 679.1137 Validation Accuracy: 0.808594
Epoch 3, Batch 182 - Loss: 677.2492 Validation Accuracy: 0.800781
Epoch 3, Batch 183 - Loss: 467.0539 Validation Accuracy: 0.800781
Epoch 3, Batch 184 - Loss: 731.7479 Validation Accuracy: 0.796875
Epoch 3, Batch 185 - Loss: 1058.4628 Validation Accuracy: 0.796875
Epoch 3, Batch 186 - Loss: 462.2003 Validation Accuracy: 0.796875
Epoch 3, Batch 187 - Loss: 1036.7692 Validation Accuracy: 0.796875
Epoch 3, Batch 188 - Loss: 1095.9634 Validation Accuracy: 0.800781
Epoch 3, Batch 189 - Loss: 738.1387 Validation Accuracy: 0.796875
Epoch 3, Batch 190 - Loss: 851.4348 Validation Accuracy: 0.808594
Epoch 3, Batch 191 - Loss: 605.0869 Validation Accuracy: 0.804688
Epoch 3, Batch 192 - Loss: 598.5917 Validation Accuracy: 0.800781
Epoch 3, Batch 193 - Loss: 630.5926 Validation Accuracy: 0.800781
Epoch 3, Batch 194 - Loss: 610.1844 Validation Accuracy: 0.804688
Epoch 3, Batch 195 - Loss: 886.6782 Validation Accuracy: 0.804688
Epoch 3, Batch 196 - Loss: 497.3115 Validation Accuracy: 0.800781
Epoch 3, Batch 197 - Loss: 882.2108 Validation Accuracy: 0.800781
Epoch 3, Batch 198 - Loss: 997.4242 Validation Accuracy: 0.804688
Epoch 3, Batch 199 - Loss: 761.8507 Validation Accuracy: 0.808594
Epoch 3, Batch 200 - Loss: 1154.5000 Validation Accuracy: 0.808594
Epoch 3, Batch 201 - Loss: 601.3696 Validation Accuracy: 0.808594
Epoch 3, Batch 202 - Loss: 554.4065 Validation Accuracy: 0.808594
Epoch 3, Batch 203 - Loss: 857.6454 Validation Accuracy: 0.804688
Epoch 3, Batch 204 - Loss: 766.3550 Validation Accuracy: 0.804688
Epoch 3, Batch 205 - Loss: 428.4908 Validation Accuracy: 0.800781
Epoch 3, Batch 206 - Loss: 934.3254 Validation Accuracy: 0.800781
Epoch 3, Batch 207 - Loss: 318.7098 Validation Accuracy: 0.808594
Epoch 3, Batch 208 - Loss: 910.3508 Validation Accuracy: 0.800781
Epoch 3, Batch 209 - Loss: 595.1919 Validation Accuracy: 0.800781
Epoch 3, Batch 210 - Loss: 483.6561 Validation Accuracy: 0.804688
Epoch 3, Batch 211 - Loss: 856.9320 Validation Accuracy: 0.800781
Epoch 3, Batch 212 - Loss: 452.7535 Validation Accuracy: 0.804688
Epoch 3, Batch 213 - Loss: 307.9378 Validation Accuracy: 0.800781
Epoch 3, Batch 214 - Loss: 426.4455 Validation Accuracy: 0.800781
Epoch 3, Batch 215 - Loss: 660.4919 Validation Accuracy: 0.804688
Epoch 3, Batch 216 - Loss: 410.4526 Validation Accuracy: 0.800781
Epoch 3, Batch 217 - Loss: 632.4475 Validation Accuracy: 0.804688
Epoch 3, Batch 218 - Loss: 386.7207 Validation Accuracy: 0.800781
Epoch 3, Batch 219 - Loss: 740.1418 Validation Accuracy: 0.800781
Epoch 3, Batch 220 - Loss: 640.0334 Validation Accuracy: 0.804688
Epoch 3, Batch 221 - Loss: 755.5043 Validation Accuracy: 0.800781
Epoch 3, Batch 222 - Loss: 622.5309 Validation Accuracy: 0.804688
Epoch 3, Batch 223 - Loss: 549.7855 Validation Accuracy: 0.804688
Epoch 3, Batch 224 - Loss: 1102.8887 Validation Accuracy: 0.804688
Epoch 3, Batch 225 - Loss: 950.1797 Validation Accuracy: 0.804688
Epoch 3, Batch 226 - Loss: 741.7806 Validation Accuracy: 0.804688
Epoch 3, Batch 227 - Loss: 831.0880 Validation Accuracy: 0.808594
Epoch 3, Batch 228 - Loss: 699.9937 Validation Accuracy: 0.804688
Epoch 3, Batch 229 - Loss: 633.2863 Validation Accuracy: 0.808594
Epoch 3, Batch 230 - Loss: 816.4905 Validation Accuracy: 0.800781
Epoch 3, Batch 231 - Loss: 908.2352 Validation Accuracy: 0.812500
Epoch 3, Batch 232 - Loss: 590.0273 Validation Accuracy: 0.812500
Epoch 3, Batch 233 - Loss: 568.1667 Validation Accuracy: 0.808594
Epoch 3, Batch 234 - Loss: 791.1305 Validation Accuracy: 0.804688
Epoch 3, Batch 235 - Loss: 676.4265 Validation Accuracy: 0.808594
Epoch 3, Batch 236 - Loss: 635.7728 Validation Accuracy: 0.812500
Epoch 3, Batch 237 - Loss: 663.8196 Validation Accuracy: 0.808594
Epoch 3, Batch 238 - Loss: 730.2024 Validation Accuracy: 0.808594
Epoch 3, Batch 239 - Loss: 584.5953 Validation Accuracy: 0.808594
Epoch 3, Batch 240 - Loss: 620.7678 Validation Accuracy: 0.808594
Epoch 3, Batch 241 - Loss: 689.3379 Validation Accuracy: 0.808594
Epoch 3, Batch 242 - Loss: 840.8179 Validation Accuracy: 0.812500
Epoch 3, Batch 243 - Loss: 894.6285 Validation Accuracy: 0.816406
Epoch 3, Batch 244 - Loss: 975.8517 Validation Accuracy: 0.808594
Epoch 3, Batch 245 - Loss: 570.2252 Validation Accuracy: 0.812500
Epoch 3, Batch 246 - Loss: 748.0636 Validation Accuracy: 0.808594
Epoch 3, Batch 247 - Loss: 882.9832 Validation Accuracy: 0.808594
Epoch 3, Batch 248 - Loss: 857.5758 Validation Accuracy: 0.816406
Epoch 3, Batch 249 - Loss: 589.6614 Validation Accuracy: 0.812500
Epoch 3, Batch 250 - Loss: 705.7459 Validation Accuracy: 0.820312
Epoch 3, Batch 251 - Loss: 821.7568 Validation Accuracy: 0.820312
Epoch 3, Batch 252 - Loss: 626.9565 Validation Accuracy: 0.820312
Epoch 3, Batch 253 - Loss: 506.8889 Validation Accuracy: 0.820312
Epoch 3, Batch 254 - Loss: 576.9331 Validation Accuracy: 0.812500
Epoch 3, Batch 255 - Loss: 603.4398 Validation Accuracy: 0.808594
Epoch 3, Batch 256 - Loss: 755.8687 Validation Accuracy: 0.808594
Epoch 3, Batch 257 - Loss: 796.7289 Validation Accuracy: 0.808594
Epoch 3, Batch 258 - Loss: 664.7454 Validation Accuracy: 0.800781
Epoch 3, Batch 259 - Loss: 1146.1354 Validation Accuracy: 0.804688
Epoch 3, Batch 260 - Loss: 626.4146 Validation Accuracy: 0.800781
Epoch 3, Batch 261 - Loss: 860.6932 Validation Accuracy: 0.796875
Epoch 3, Batch 262 - Loss: 640.7071 Validation Accuracy: 0.796875
Epoch 3, Batch 263 - Loss: 818.3307 Validation Accuracy: 0.800781
Epoch 3, Batch 264 - Loss: 479.0145 Validation Accuracy: 0.800781
Epoch 3, Batch 265 - Loss: 865.9598 Validation Accuracy: 0.804688
Epoch 3, Batch 266 - Loss: 802.2877 Validation Accuracy: 0.800781
Epoch 3, Batch 267 - Loss: 915.3671 Validation Accuracy: 0.796875
Epoch 3, Batch 268 - Loss: 590.4198 Validation Accuracy: 0.796875
Epoch 3, Batch 269 - Loss: 747.1732 Validation Accuracy: 0.800781
Epoch 3, Batch 270 - Loss: 478.4703 Validation Accuracy: 0.800781
Epoch 3, Batch 271 - Loss: 439.3978 Validation Accuracy: 0.800781
Epoch 3, Batch 272 - Loss: 803.4536 Validation Accuracy: 0.796875
Epoch 3, Batch 273 - Loss: 688.7398 Validation Accuracy: 0.796875
Epoch 3, Batch 274 - Loss: 936.3338 Validation Accuracy: 0.800781
Epoch 3, Batch 275 - Loss: 456.2184 Validation Accuracy: 0.800781
Epoch 3, Batch 276 - Loss: 493.7706 Validation Accuracy: 0.800781
Epoch 3, Batch 277 - Loss: 756.7983 Validation Accuracy: 0.800781
Epoch 3, Batch 278 - Loss: 499.3032 Validation Accuracy: 0.800781
Epoch 3, Batch 279 - Loss: 762.2612 Validation Accuracy: 0.808594
Epoch 3, Batch 280 - Loss: 734.1003 Validation Accuracy: 0.804688
Epoch 3, Batch 281 - Loss: 781.3090 Validation Accuracy: 0.808594
Epoch 3, Batch 282 - Loss: 448.3115 Validation Accuracy: 0.808594
Epoch 3, Batch 283 - Loss: 610.7978 Validation Accuracy: 0.808594
Epoch 3, Batch 284 - Loss: 500.6721 Validation Accuracy: 0.804688
Epoch 3, Batch 285 - Loss: 738.4208 Validation Accuracy: 0.808594
Epoch 3, Batch 286 - Loss: 628.6670 Validation Accuracy: 0.812500
Epoch 3, Batch 287 - Loss: 975.0555 Validation Accuracy: 0.812500
Epoch 3, Batch 288 - Loss: 923.1438 Validation Accuracy: 0.804688
Epoch 3, Batch 289 - Loss: 1010.9236 Validation Accuracy: 0.808594
Epoch 3, Batch 290 - Loss: 1054.7389 Validation Accuracy: 0.812500
Epoch 3, Batch 291 - Loss: 833.2467 Validation Accuracy: 0.804688
Epoch 3, Batch 292 - Loss: 514.5649 Validation Accuracy: 0.808594
Epoch 3, Batch 293 - Loss: 645.6857 Validation Accuracy: 0.808594
Epoch 3, Batch 294 - Loss: 684.2042 Validation Accuracy: 0.808594
Epoch 3, Batch 295 - Loss: 740.0391 Validation Accuracy: 0.812500
Epoch 3, Batch 296 - Loss: 845.0665 Validation Accuracy: 0.812500
Epoch 3, Batch 297 - Loss: 895.2290 Validation Accuracy: 0.812500
Epoch 3, Batch 298 - Loss: 637.9512 Validation Accuracy: 0.808594
Epoch 3, Batch 299 - Loss: 485.9756 Validation Accuracy: 0.812500
Epoch 3, Batch 300 - Loss: 801.9855 Validation Accuracy: 0.812500
Epoch 3, Batch 301 - Loss: 496.8976 Validation Accuracy: 0.812500
Epoch 3, Batch 302 - Loss: 941.0195 Validation Accuracy: 0.804688
Epoch 3, Batch 303 - Loss: 958.1537 Validation Accuracy: 0.804688
Epoch 3, Batch 304 - Loss: 637.0019 Validation Accuracy: 0.804688
Epoch 3, Batch 305 - Loss: 869.0608 Validation Accuracy: 0.804688
Epoch 3, Batch 306 - Loss: 488.0610 Validation Accuracy: 0.804688
Epoch 3, Batch 307 - Loss: 578.2632 Validation Accuracy: 0.804688
Epoch 3, Batch 308 - Loss: 599.3880 Validation Accuracy: 0.808594
Epoch 3, Batch 309 - Loss: 888.2056 Validation Accuracy: 0.808594
Epoch 3, Batch 310 - Loss: 679.4146 Validation Accuracy: 0.816406
Epoch 3, Batch 311 - Loss: 447.9006 Validation Accuracy: 0.812500
Epoch 3, Batch 312 - Loss: 704.6885 Validation Accuracy: 0.812500
Epoch 3, Batch 313 - Loss: 565.9789 Validation Accuracy: 0.812500
Epoch 3, Batch 314 - Loss: 575.0306 Validation Accuracy: 0.812500
Epoch 3, Batch 315 - Loss: 664.1641 Validation Accuracy: 0.804688
Epoch 3, Batch 316 - Loss: 728.5528 Validation Accuracy: 0.808594
Epoch 3, Batch 317 - Loss: 576.5269 Validation Accuracy: 0.816406
Epoch 3, Batch 318 - Loss: 499.0578 Validation Accuracy: 0.816406
Epoch 3, Batch 319 - Loss: 938.4045 Validation Accuracy: 0.812500
Epoch 3, Batch 320 - Loss: 558.5390 Validation Accuracy: 0.812500
Epoch 3, Batch 321 - Loss: 274.6387 Validation Accuracy: 0.816406
Epoch 3, Batch 322 - Loss: 580.1440 Validation Accuracy: 0.808594
Epoch 3, Batch 323 - Loss: 503.0996 Validation Accuracy: 0.808594
Epoch 3, Batch 324 - Loss: 495.1715 Validation Accuracy: 0.808594
Epoch 3, Batch 325 - Loss: 513.3732 Validation Accuracy: 0.812500
Epoch 3, Batch 326 - Loss: 668.6799 Validation Accuracy: 0.816406
Epoch 3, Batch 327 - Loss: 669.6766 Validation Accuracy: 0.812500
Epoch 3, Batch 328 - Loss: 809.7538 Validation Accuracy: 0.808594
Epoch 3, Batch 329 - Loss: 547.9779 Validation Accuracy: 0.812500
Epoch 3, Batch 330 - Loss: 875.3156 Validation Accuracy: 0.808594
Epoch 3, Batch 331 - Loss: 445.1618 Validation Accuracy: 0.812500
Epoch 3, Batch 332 - Loss: 549.0882 Validation Accuracy: 0.812500
Epoch 3, Batch 333 - Loss: 733.0320 Validation Accuracy: 0.808594
Epoch 3, Batch 334 - Loss: 779.6304 Validation Accuracy: 0.808594
Epoch 3, Batch 335 - Loss: 955.0219 Validation Accuracy: 0.804688
Epoch 3, Batch 336 - Loss: 635.0952 Validation Accuracy: 0.804688
Epoch 3, Batch 337 - Loss: 718.5972 Validation Accuracy: 0.804688
Epoch 3, Batch 338 - Loss: 673.6602 Validation Accuracy: 0.804688
Epoch 3, Batch 339 - Loss: 858.8469 Validation Accuracy: 0.808594
Epoch 3, Batch 340 - Loss: 569.9210 Validation Accuracy: 0.808594
Epoch 3, Batch 341 - Loss: 593.2370 Validation Accuracy: 0.812500
Epoch 3, Batch 342 - Loss: 630.7551 Validation Accuracy: 0.816406
Epoch 3, Batch 343 - Loss: 413.5623 Validation Accuracy: 0.816406
Epoch 3, Batch 344 - Loss: 575.2095 Validation Accuracy: 0.808594
Epoch 3, Batch 345 - Loss: 499.6625 Validation Accuracy: 0.808594
Epoch 3, Batch 346 - Loss: 679.3460 Validation Accuracy: 0.816406
Epoch 3, Batch 347 - Loss: 1006.0458 Validation Accuracy: 0.812500
Epoch 3, Batch 348 - Loss: 621.2319 Validation Accuracy: 0.808594
Epoch 3, Batch 349 - Loss: 560.9175 Validation Accuracy: 0.800781
Epoch 3, Batch 350 - Loss: 489.8651 Validation Accuracy: 0.800781
Epoch 3, Batch 351 - Loss: 742.0385 Validation Accuracy: 0.808594
Epoch 3, Batch 352 - Loss: 835.9943 Validation Accuracy: 0.800781
Epoch 3, Batch 353 - Loss: 647.1559 Validation Accuracy: 0.808594
Epoch 3, Batch 354 - Loss: 967.6791 Validation Accuracy: 0.804688
Epoch 3, Batch 355 - Loss: 576.6188 Validation Accuracy: 0.804688
Epoch 3, Batch 356 - Loss: 562.7571 Validation Accuracy: 0.804688
Epoch 3, Batch 357 - Loss: 692.7493 Validation Accuracy: 0.808594
Epoch 3, Batch 358 - Loss: 632.1498 Validation Accuracy: 0.812500
Epoch 3, Batch 359 - Loss: 450.9927 Validation Accuracy: 0.808594
Epoch 3, Batch 360 - Loss: 530.1931 Validation Accuracy: 0.808594
Epoch 3, Batch 361 - Loss: 820.8252 Validation Accuracy: 0.800781
Epoch 3, Batch 362 - Loss: 814.8409 Validation Accuracy: 0.804688
Epoch 3, Batch 363 - Loss: 376.3391 Validation Accuracy: 0.808594
Epoch 3, Batch 364 - Loss: 879.5538 Validation Accuracy: 0.808594
Epoch 3, Batch 365 - Loss: 446.5497 Validation Accuracy: 0.800781
Epoch 3, Batch 366 - Loss: 474.2252 Validation Accuracy: 0.804688
Epoch 3, Batch 367 - Loss: 487.9371 Validation Accuracy: 0.796875
Epoch 3, Batch 368 - Loss: 591.4322 Validation Accuracy: 0.796875
Epoch 3, Batch 369 - Loss: 592.3928 Validation Accuracy: 0.800781
Epoch 3, Batch 370 - Loss: 322.2863 Validation Accuracy: 0.804688
Epoch 3, Batch 371 - Loss: 883.1352 Validation Accuracy: 0.804688
Epoch 3, Batch 372 - Loss: 618.9403 Validation Accuracy: 0.800781
Epoch 3, Batch 373 - Loss: 375.1693 Validation Accuracy: 0.812500
Epoch 3, Batch 374 - Loss: 800.2737 Validation Accuracy: 0.808594
Epoch 3, Batch 375 - Loss: 827.5237 Validation Accuracy: 0.816406
Epoch 3, Batch 376 - Loss: 739.8554 Validation Accuracy: 0.808594
Epoch 3, Batch 377 - Loss: 687.2285 Validation Accuracy: 0.808594
Epoch 3, Batch 378 - Loss: 506.5772 Validation Accuracy: 0.808594
Epoch 3, Batch 379 - Loss: 951.6309 Validation Accuracy: 0.808594
Epoch 3, Batch 380 - Loss: 707.4586 Validation Accuracy: 0.812500
Epoch 3, Batch 381 - Loss: 813.3704 Validation Accuracy: 0.812500
Epoch 3, Batch 382 - Loss: 624.6011 Validation Accuracy: 0.816406
Epoch 3, Batch 383 - Loss: 963.4844 Validation Accuracy: 0.812500
Epoch 3, Batch 384 - Loss: 678.4657 Validation Accuracy: 0.808594
Epoch 3, Batch 385 - Loss: 940.0331 Validation Accuracy: 0.804688
Epoch 3, Batch 386 - Loss: 642.2304 Validation Accuracy: 0.812500
Epoch 3, Batch 387 - Loss: 295.0787 Validation Accuracy: 0.808594
Epoch 3, Batch 388 - Loss: 953.0668 Validation Accuracy: 0.816406
Epoch 3, Batch 389 - Loss: 713.1028 Validation Accuracy: 0.816406
Epoch 3, Batch 390 - Loss: 536.7078 Validation Accuracy: 0.816406
Epoch 3, Batch 391 - Loss: 811.9915 Validation Accuracy: 0.816406
Epoch 3, Batch 392 - Loss: 486.6218 Validation Accuracy: 0.816406
Epoch 3, Batch 393 - Loss: 424.8360 Validation Accuracy: 0.812500
Epoch 3, Batch 394 - Loss: 726.9523 Validation Accuracy: 0.808594
Epoch 3, Batch 395 - Loss: 500.1989 Validation Accuracy: 0.808594
Epoch 3, Batch 396 - Loss: 838.1381 Validation Accuracy: 0.812500
Epoch 3, Batch 397 - Loss: 767.8159 Validation Accuracy: 0.812500
Epoch 3, Batch 398 - Loss: 566.3441 Validation Accuracy: 0.812500
Epoch 3, Batch 399 - Loss: 616.7677 Validation Accuracy: 0.808594
Epoch 3, Batch 400 - Loss: 654.9800 Validation Accuracy: 0.808594
Epoch 3, Batch 401 - Loss: 840.6823 Validation Accuracy: 0.804688
Epoch 3, Batch 402 - Loss: 378.1169 Validation Accuracy: 0.816406
Epoch 3, Batch 403 - Loss: 588.2910 Validation Accuracy: 0.816406
Epoch 3, Batch 404 - Loss: 789.6993 Validation Accuracy: 0.812500
Epoch 3, Batch 405 - Loss: 543.6857 Validation Accuracy: 0.816406
Epoch 3, Batch 406 - Loss: 486.8649 Validation Accuracy: 0.812500
Epoch 3, Batch 407 - Loss: 761.0831 Validation Accuracy: 0.812500
Epoch 3, Batch 408 - Loss: 479.4679 Validation Accuracy: 0.820312
Epoch 3, Batch 409 - Loss: 699.5748 Validation Accuracy: 0.824219
Epoch 3, Batch 410 - Loss: 684.0914 Validation Accuracy: 0.820312
Epoch 3, Batch 411 - Loss: 595.4933 Validation Accuracy: 0.824219
Epoch 3, Batch 412 - Loss: 650.1925 Validation Accuracy: 0.824219
Epoch 3, Batch 413 - Loss: 795.7971 Validation Accuracy: 0.824219
Epoch 3, Batch 414 - Loss: 577.5474 Validation Accuracy: 0.820312
Epoch 3, Batch 415 - Loss: 552.7137 Validation Accuracy: 0.820312
Epoch 3, Batch 416 - Loss: 598.7341 Validation Accuracy: 0.820312
Epoch 3, Batch 417 - Loss: 520.1217 Validation Accuracy: 0.816406
Epoch 3, Batch 418 - Loss: 747.7737 Validation Accuracy: 0.816406
Epoch 3, Batch 419 - Loss: 780.2369 Validation Accuracy: 0.816406
Epoch 3, Batch 420 - Loss: 862.4995 Validation Accuracy: 0.820312
Epoch 3, Batch 421 - Loss: 582.7766 Validation Accuracy: 0.816406
Epoch 3, Batch 422 - Loss: 411.5207 Validation Accuracy: 0.816406
Epoch 3, Batch 423 - Loss: 732.8618 Validation Accuracy: 0.812500
Epoch 3, Batch 424 - Loss: 581.3315 Validation Accuracy: 0.808594
Epoch 3, Batch 425 - Loss: 548.1211 Validation Accuracy: 0.816406
Epoch 3, Batch 426 - Loss: 720.9650 Validation Accuracy: 0.812500
Epoch 3, Batch 427 - Loss: 588.8544 Validation Accuracy: 0.812500
Epoch 3, Batch 428 - Loss: 775.7465 Validation Accuracy: 0.816406
Epoch 3, Batch 429 - Loss: 687.1179 Validation Accuracy: 0.816406
Epoch 4, Batch 1 - Loss: 475.8301 Validation Accuracy: 0.804688
Epoch 4, Batch 2 - Loss: 587.8453 Validation Accuracy: 0.816406
Epoch 4, Batch 3 - Loss: 629.7385 Validation Accuracy: 0.812500
Epoch 4, Batch 4 - Loss: 806.5424 Validation Accuracy: 0.808594
Epoch 4, Batch 5 - Loss: 452.7266 Validation Accuracy: 0.820312
Epoch 4, Batch 6 - Loss: 518.7341 Validation Accuracy: 0.820312
Epoch 4, Batch 7 - Loss: 816.2514 Validation Accuracy: 0.816406
Epoch 4, Batch 8 - Loss: 626.9374 Validation Accuracy: 0.820312
Epoch 4, Batch 9 - Loss: 552.6094 Validation Accuracy: 0.816406
Epoch 4, Batch 10 - Loss: 888.7846 Validation Accuracy: 0.808594
Epoch 4, Batch 11 - Loss: 640.4216 Validation Accuracy: 0.808594
Epoch 4, Batch 12 - Loss: 770.1833 Validation Accuracy: 0.808594
Epoch 4, Batch 13 - Loss: 624.0746 Validation Accuracy: 0.816406
Epoch 4, Batch 14 - Loss: 498.8105 Validation Accuracy: 0.808594
Epoch 4, Batch 15 - Loss: 595.0199 Validation Accuracy: 0.808594
Epoch 4, Batch 16 - Loss: 637.0751 Validation Accuracy: 0.808594
Epoch 4, Batch 17 - Loss: 450.8082 Validation Accuracy: 0.812500
Epoch 4, Batch 18 - Loss: 618.6284 Validation Accuracy: 0.816406
Epoch 4, Batch 19 - Loss: 645.3179 Validation Accuracy: 0.816406
Epoch 4, Batch 20 - Loss: 578.0026 Validation Accuracy: 0.816406
Epoch 4, Batch 21 - Loss: 610.2208 Validation Accuracy: 0.820312
Epoch 4, Batch 22 - Loss: 737.8982 Validation Accuracy: 0.816406
Epoch 4, Batch 23 - Loss: 1144.4037 Validation Accuracy: 0.812500
Epoch 4, Batch 24 - Loss: 745.5558 Validation Accuracy: 0.824219
Epoch 4, Batch 25 - Loss: 437.1440 Validation Accuracy: 0.820312
Epoch 4, Batch 26 - Loss: 478.7217 Validation Accuracy: 0.816406
Epoch 4, Batch 27 - Loss: 482.2368 Validation Accuracy: 0.812500
Epoch 4, Batch 28 - Loss: 776.5691 Validation Accuracy: 0.812500
Epoch 4, Batch 29 - Loss: 705.0474 Validation Accuracy: 0.820312
Epoch 4, Batch 30 - Loss: 659.1053 Validation Accuracy: 0.820312
Epoch 4, Batch 31 - Loss: 725.3792 Validation Accuracy: 0.816406
Epoch 4, Batch 32 - Loss: 758.7141 Validation Accuracy: 0.824219
Epoch 4, Batch 33 - Loss: 564.0453 Validation Accuracy: 0.816406
Epoch 4, Batch 34 - Loss: 777.9785 Validation Accuracy: 0.808594
Epoch 4, Batch 35 - Loss: 538.4493 Validation Accuracy: 0.808594
Epoch 4, Batch 36 - Loss: 816.4950 Validation Accuracy: 0.812500
Epoch 4, Batch 37 - Loss: 452.1093 Validation Accuracy: 0.812500
Epoch 4, Batch 38 - Loss: 711.2690 Validation Accuracy: 0.820312
Epoch 4, Batch 39 - Loss: 358.7064 Validation Accuracy: 0.820312
Epoch 4, Batch 40 - Loss: 654.6096 Validation Accuracy: 0.824219
Epoch 4, Batch 41 - Loss: 725.1067 Validation Accuracy: 0.820312
Epoch 4, Batch 42 - Loss: 530.9017 Validation Accuracy: 0.820312
Epoch 4, Batch 43 - Loss: 428.2450 Validation Accuracy: 0.824219
Epoch 4, Batch 44 - Loss: 425.5023 Validation Accuracy: 0.816406
Epoch 4, Batch 45 - Loss: 453.5824 Validation Accuracy: 0.820312
Epoch 4, Batch 46 - Loss: 419.2248 Validation Accuracy: 0.812500
Epoch 4, Batch 47 - Loss: 558.7180 Validation Accuracy: 0.820312
Epoch 4, Batch 48 - Loss: 603.0430 Validation Accuracy: 0.820312
Epoch 4, Batch 49 - Loss: 833.4559 Validation Accuracy: 0.820312
Epoch 4, Batch 50 - Loss: 575.9705 Validation Accuracy: 0.816406
Epoch 4, Batch 51 - Loss: 549.1000 Validation Accuracy: 0.816406
Epoch 4, Batch 52 - Loss: 659.9528 Validation Accuracy: 0.816406
Epoch 4, Batch 53 - Loss: 508.5352 Validation Accuracy: 0.816406
Epoch 4, Batch 54 - Loss: 243.3477 Validation Accuracy: 0.816406
Epoch 4, Batch 55 - Loss: 825.6964 Validation Accuracy: 0.816406
Epoch 4, Batch 56 - Loss: 887.4561 Validation Accuracy: 0.816406
Epoch 4, Batch 57 - Loss: 723.5646 Validation Accuracy: 0.816406
Epoch 4, Batch 58 - Loss: 643.4370 Validation Accuracy: 0.816406
Epoch 4, Batch 59 - Loss: 477.8943 Validation Accuracy: 0.816406
Epoch 4, Batch 60 - Loss: 653.9319 Validation Accuracy: 0.816406
Epoch 4, Batch 61 - Loss: 434.6198 Validation Accuracy: 0.816406
Epoch 4, Batch 62 - Loss: 584.7607 Validation Accuracy: 0.816406
Epoch 4, Batch 63 - Loss: 475.6184 Validation Accuracy: 0.816406
Epoch 4, Batch 64 - Loss: 525.9814 Validation Accuracy: 0.816406
Epoch 4, Batch 65 - Loss: 658.1243 Validation Accuracy: 0.820312
Epoch 4, Batch 66 - Loss: 606.0581 Validation Accuracy: 0.816406
Epoch 4, Batch 67 - Loss: 726.7606 Validation Accuracy: 0.816406
Epoch 4, Batch 68 - Loss: 683.3807 Validation Accuracy: 0.824219
Epoch 4, Batch 69 - Loss: 726.7622 Validation Accuracy: 0.824219
Epoch 4, Batch 70 - Loss: 551.2028 Validation Accuracy: 0.820312
Epoch 4, Batch 71 - Loss: 579.6654 Validation Accuracy: 0.820312
Epoch 4, Batch 72 - Loss: 478.7205 Validation Accuracy: 0.824219
Epoch 4, Batch 73 - Loss: 664.3376 Validation Accuracy: 0.824219
Epoch 4, Batch 74 - Loss: 331.8376 Validation Accuracy: 0.828125
Epoch 4, Batch 75 - Loss: 397.3625 Validation Accuracy: 0.828125
Epoch 4, Batch 76 - Loss: 532.5876 Validation Accuracy: 0.828125
Epoch 4, Batch 77 - Loss: 738.4012 Validation Accuracy: 0.828125
Epoch 4, Batch 78 - Loss: 787.2628 Validation Accuracy: 0.828125
Epoch 4, Batch 79 - Loss: 575.1582 Validation Accuracy: 0.824219
Epoch 4, Batch 80 - Loss: 313.2999 Validation Accuracy: 0.820312
Epoch 4, Batch 81 - Loss: 588.9426 Validation Accuracy: 0.820312
Epoch 4, Batch 82 - Loss: 684.9799 Validation Accuracy: 0.824219
Epoch 4, Batch 83 - Loss: 498.0015 Validation Accuracy: 0.820312
Epoch 4, Batch 84 - Loss: 586.7510 Validation Accuracy: 0.820312
Epoch 4, Batch 85 - Loss: 436.5889 Validation Accuracy: 0.816406
Epoch 4, Batch 86 - Loss: 598.6880 Validation Accuracy: 0.820312
Epoch 4, Batch 87 - Loss: 741.3528 Validation Accuracy: 0.824219
Epoch 4, Batch 88 - Loss: 628.8874 Validation Accuracy: 0.820312
Epoch 4, Batch 89 - Loss: 697.4860 Validation Accuracy: 0.820312
Epoch 4, Batch 90 - Loss: 575.0963 Validation Accuracy: 0.824219
Epoch 4, Batch 91 - Loss: 638.2538 Validation Accuracy: 0.824219
Epoch 4, Batch 92 - Loss: 660.0908 Validation Accuracy: 0.824219
Epoch 4, Batch 93 - Loss: 750.8259 Validation Accuracy: 0.824219
Epoch 4, Batch 94 - Loss: 589.5934 Validation Accuracy: 0.824219
Epoch 4, Batch 95 - Loss: 522.2645 Validation Accuracy: 0.820312
Epoch 4, Batch 96 - Loss: 674.8783 Validation Accuracy: 0.824219
Epoch 4, Batch 97 - Loss: 823.5691 Validation Accuracy: 0.820312
Epoch 4, Batch 98 - Loss: 512.5752 Validation Accuracy: 0.816406
Epoch 4, Batch 99 - Loss: 760.3528 Validation Accuracy: 0.820312
Epoch 4, Batch 100 - Loss: 542.1273 Validation Accuracy: 0.824219
Epoch 4, Batch 101 - Loss: 624.5264 Validation Accuracy: 0.820312
Epoch 4, Batch 102 - Loss: 542.0690 Validation Accuracy: 0.816406
Epoch 4, Batch 103 - Loss: 630.8399 Validation Accuracy: 0.820312
Epoch 4, Batch 104 - Loss: 391.6910 Validation Accuracy: 0.820312
Epoch 4, Batch 105 - Loss: 662.1024 Validation Accuracy: 0.824219
Epoch 4, Batch 106 - Loss: 785.2067 Validation Accuracy: 0.824219
Epoch 4, Batch 107 - Loss: 340.3687 Validation Accuracy: 0.824219
Epoch 4, Batch 108 - Loss: 550.4344 Validation Accuracy: 0.824219
Epoch 4, Batch 109 - Loss: 726.4166 Validation Accuracy: 0.824219
Epoch 4, Batch 110 - Loss: 735.5261 Validation Accuracy: 0.824219
Epoch 4, Batch 111 - Loss: 300.5263 Validation Accuracy: 0.824219
Epoch 4, Batch 112 - Loss: 466.0405 Validation Accuracy: 0.824219
Epoch 4, Batch 113 - Loss: 588.9365 Validation Accuracy: 0.824219
Epoch 4, Batch 114 - Loss: 617.4630 Validation Accuracy: 0.824219
Epoch 4, Batch 115 - Loss: 835.1473 Validation Accuracy: 0.820312
Epoch 4, Batch 116 - Loss: 468.4249 Validation Accuracy: 0.824219
Epoch 4, Batch 117 - Loss: 320.4350 Validation Accuracy: 0.820312
Epoch 4, Batch 118 - Loss: 603.0748 Validation Accuracy: 0.824219
Epoch 4, Batch 119 - Loss: 538.8651 Validation Accuracy: 0.824219
Epoch 4, Batch 120 - Loss: 646.4832 Validation Accuracy: 0.824219
Epoch 4, Batch 121 - Loss: 702.2334 Validation Accuracy: 0.824219
Epoch 4, Batch 122 - Loss: 471.5928 Validation Accuracy: 0.824219
Epoch 4, Batch 123 - Loss: 480.4766 Validation Accuracy: 0.824219
Epoch 4, Batch 124 - Loss: 696.0294 Validation Accuracy: 0.820312
Epoch 4, Batch 125 - Loss: 487.1240 Validation Accuracy: 0.824219
Epoch 4, Batch 126 - Loss: 436.9404 Validation Accuracy: 0.824219
Epoch 4, Batch 127 - Loss: 827.8109 Validation Accuracy: 0.824219
Epoch 4, Batch 128 - Loss: 656.5596 Validation Accuracy: 0.820312
Epoch 4, Batch 129 - Loss: 693.5357 Validation Accuracy: 0.824219
Epoch 4, Batch 130 - Loss: 693.6763 Validation Accuracy: 0.824219
Epoch 4, Batch 131 - Loss: 439.0752 Validation Accuracy: 0.824219
Epoch 4, Batch 132 - Loss: 702.2756 Validation Accuracy: 0.824219
Epoch 4, Batch 133 - Loss: 881.3680 Validation Accuracy: 0.824219
Epoch 4, Batch 134 - Loss: 429.3756 Validation Accuracy: 0.824219
Epoch 4, Batch 135 - Loss: 530.0890 Validation Accuracy: 0.824219
Epoch 4, Batch 136 - Loss: 553.8657 Validation Accuracy: 0.824219
Epoch 4, Batch 137 - Loss: 638.0466 Validation Accuracy: 0.824219
Epoch 4, Batch 138 - Loss: 537.2194 Validation Accuracy: 0.820312
Epoch 4, Batch 139 - Loss: 733.5300 Validation Accuracy: 0.820312
Epoch 4, Batch 140 - Loss: 466.6844 Validation Accuracy: 0.820312
Epoch 4, Batch 141 - Loss: 482.3969 Validation Accuracy: 0.820312
Epoch 4, Batch 142 - Loss: 959.8254 Validation Accuracy: 0.820312
Epoch 4, Batch 143 - Loss: 443.1235 Validation Accuracy: 0.820312
Epoch 4, Batch 144 - Loss: 606.6035 Validation Accuracy: 0.820312
Epoch 4, Batch 145 - Loss: 782.6510 Validation Accuracy: 0.820312
Epoch 4, Batch 146 - Loss: 522.3992 Validation Accuracy: 0.824219
Epoch 4, Batch 147 - Loss: 410.0385 Validation Accuracy: 0.820312
Epoch 4, Batch 148 - Loss: 578.6079 Validation Accuracy: 0.820312
Epoch 4, Batch 149 - Loss: 478.0251 Validation Accuracy: 0.820312
Epoch 4, Batch 150 - Loss: 457.6526 Validation Accuracy: 0.820312
Epoch 4, Batch 151 - Loss: 454.5362 Validation Accuracy: 0.816406
Epoch 4, Batch 152 - Loss: 503.6157 Validation Accuracy: 0.816406
Epoch 4, Batch 153 - Loss: 338.8232 Validation Accuracy: 0.816406
Epoch 4, Batch 154 - Loss: 458.2621 Validation Accuracy: 0.816406
Epoch 4, Batch 155 - Loss: 424.0409 Validation Accuracy: 0.816406
Epoch 4, Batch 156 - Loss: 736.3497 Validation Accuracy: 0.820312
Epoch 4, Batch 157 - Loss: 500.1588 Validation Accuracy: 0.820312
Epoch 4, Batch 158 - Loss: 726.6846 Validation Accuracy: 0.820312
Epoch 4, Batch 159 - Loss: 466.8939 Validation Accuracy: 0.820312
Epoch 4, Batch 160 - Loss: 588.3439 Validation Accuracy: 0.820312
Epoch 4, Batch 161 - Loss: 570.2083 Validation Accuracy: 0.820312
Epoch 4, Batch 162 - Loss: 473.2263 Validation Accuracy: 0.820312
Epoch 4, Batch 163 - Loss: 547.2394 Validation Accuracy: 0.820312
Epoch 4, Batch 164 - Loss: 636.8953 Validation Accuracy: 0.820312
Epoch 4, Batch 165 - Loss: 640.9577 Validation Accuracy: 0.820312
Epoch 4, Batch 166 - Loss: 310.4381 Validation Accuracy: 0.820312
Epoch 4, Batch 167 - Loss: 395.5281 Validation Accuracy: 0.820312
Epoch 4, Batch 168 - Loss: 785.4837 Validation Accuracy: 0.824219
Epoch 4, Batch 169 - Loss: 730.8152 Validation Accuracy: 0.824219
Epoch 4, Batch 170 - Loss: 578.0066 Validation Accuracy: 0.820312
Epoch 4, Batch 171 - Loss: 760.9623 Validation Accuracy: 0.820312
Epoch 4, Batch 172 - Loss: 512.7527 Validation Accuracy: 0.824219
Epoch 4, Batch 173 - Loss: 684.7093 Validation Accuracy: 0.824219
Epoch 4, Batch 174 - Loss: 433.3034 Validation Accuracy: 0.824219
Epoch 4, Batch 175 - Loss: 842.3052 Validation Accuracy: 0.828125
Epoch 4, Batch 176 - Loss: 419.3882 Validation Accuracy: 0.828125
Epoch 4, Batch 177 - Loss: 642.7817 Validation Accuracy: 0.828125
Epoch 4, Batch 178 - Loss: 615.5557 Validation Accuracy: 0.828125
Epoch 4, Batch 179 - Loss: 955.8591 Validation Accuracy: 0.828125
Epoch 4, Batch 180 - Loss: 362.9031 Validation Accuracy: 0.828125
Epoch 4, Batch 181 - Loss: 454.7675 Validation Accuracy: 0.824219
Epoch 4, Batch 182 - Loss: 491.5722 Validation Accuracy: 0.820312
Epoch 4, Batch 183 - Loss: 300.9311 Validation Accuracy: 0.824219
Epoch 4, Batch 184 - Loss: 628.6213 Validation Accuracy: 0.828125
Epoch 4, Batch 185 - Loss: 450.3912 Validation Accuracy: 0.828125
Epoch 4, Batch 186 - Loss: 529.2104 Validation Accuracy: 0.824219
Epoch 4, Batch 187 - Loss: 348.5844 Validation Accuracy: 0.824219
Epoch 4, Batch 188 - Loss: 517.0978 Validation Accuracy: 0.816406
Epoch 4, Batch 189 - Loss: 977.2091 Validation Accuracy: 0.816406
Epoch 4, Batch 190 - Loss: 453.7379 Validation Accuracy: 0.820312
Epoch 4, Batch 191 - Loss: 615.2003 Validation Accuracy: 0.820312
Epoch 4, Batch 192 - Loss: 597.8329 Validation Accuracy: 0.824219
Epoch 4, Batch 193 - Loss: 568.9112 Validation Accuracy: 0.824219
Epoch 4, Batch 194 - Loss: 708.1528 Validation Accuracy: 0.824219
Epoch 4, Batch 195 - Loss: 553.5078 Validation Accuracy: 0.816406
Epoch 4, Batch 196 - Loss: 660.7600 Validation Accuracy: 0.816406
Epoch 4, Batch 197 - Loss: 556.9022 Validation Accuracy: 0.820312
Epoch 4, Batch 198 - Loss: 623.1782 Validation Accuracy: 0.820312
Epoch 4, Batch 199 - Loss: 566.1155 Validation Accuracy: 0.820312
Epoch 4, Batch 200 - Loss: 261.2465 Validation Accuracy: 0.824219
Epoch 4, Batch 201 - Loss: 333.2900 Validation Accuracy: 0.828125
Epoch 4, Batch 202 - Loss: 566.4964 Validation Accuracy: 0.828125
Epoch 4, Batch 203 - Loss: 599.5688 Validation Accuracy: 0.828125
Epoch 4, Batch 204 - Loss: 613.1191 Validation Accuracy: 0.832031
Epoch 4, Batch 205 - Loss: 605.1064 Validation Accuracy: 0.828125
Epoch 4, Batch 206 - Loss: 367.0543 Validation Accuracy: 0.828125
Epoch 4, Batch 207 - Loss: 313.2459 Validation Accuracy: 0.824219
Epoch 4, Batch 208 - Loss: 617.3201 Validation Accuracy: 0.824219
Epoch 4, Batch 209 - Loss: 499.0458 Validation Accuracy: 0.820312
Epoch 4, Batch 210 - Loss: 834.1298 Validation Accuracy: 0.824219
Epoch 4, Batch 211 - Loss: 634.8341 Validation Accuracy: 0.824219
Epoch 4, Batch 212 - Loss: 698.6163 Validation Accuracy: 0.824219
Epoch 4, Batch 213 - Loss: 546.2521 Validation Accuracy: 0.828125
Epoch 4, Batch 214 - Loss: 640.8852 Validation Accuracy: 0.828125
Epoch 4, Batch 215 - Loss: 685.6724 Validation Accuracy: 0.828125
Epoch 4, Batch 216 - Loss: 724.0159 Validation Accuracy: 0.820312
Epoch 4, Batch 217 - Loss: 227.3431 Validation Accuracy: 0.824219
Epoch 4, Batch 218 - Loss: 644.6342 Validation Accuracy: 0.824219
Epoch 4, Batch 219 - Loss: 697.3193 Validation Accuracy: 0.824219
Epoch 4, Batch 220 - Loss: 660.3917 Validation Accuracy: 0.820312
Epoch 4, Batch 221 - Loss: 263.5414 Validation Accuracy: 0.824219
Epoch 4, Batch 222 - Loss: 375.2977 Validation Accuracy: 0.828125
Epoch 4, Batch 223 - Loss: 616.9745 Validation Accuracy: 0.828125
Epoch 4, Batch 224 - Loss: 584.4950 Validation Accuracy: 0.828125
Epoch 4, Batch 225 - Loss: 606.5208 Validation Accuracy: 0.832031
Epoch 4, Batch 226 - Loss: 477.3307 Validation Accuracy: 0.832031
Epoch 4, Batch 227 - Loss: 362.3912 Validation Accuracy: 0.832031
Epoch 4, Batch 228 - Loss: 573.7825 Validation Accuracy: 0.832031
Epoch 4, Batch 229 - Loss: 564.9247 Validation Accuracy: 0.832031
Epoch 4, Batch 230 - Loss: 523.9451 Validation Accuracy: 0.832031
Epoch 4, Batch 231 - Loss: 753.8317 Validation Accuracy: 0.832031
Epoch 4, Batch 232 - Loss: 425.9486 Validation Accuracy: 0.832031
Epoch 4, Batch 233 - Loss: 510.9881 Validation Accuracy: 0.832031
Epoch 4, Batch 234 - Loss: 542.4177 Validation Accuracy: 0.832031
Epoch 4, Batch 235 - Loss: 396.3551 Validation Accuracy: 0.828125
Epoch 4, Batch 236 - Loss: 442.8032 Validation Accuracy: 0.828125
Epoch 4, Batch 237 - Loss: 735.1150 Validation Accuracy: 0.824219
Epoch 4, Batch 238 - Loss: 579.6018 Validation Accuracy: 0.824219
Epoch 4, Batch 239 - Loss: 404.3483 Validation Accuracy: 0.824219
Epoch 4, Batch 240 - Loss: 697.9758 Validation Accuracy: 0.828125
Epoch 4, Batch 241 - Loss: 552.9969 Validation Accuracy: 0.828125
Epoch 4, Batch 242 - Loss: 460.1450 Validation Accuracy: 0.828125
Epoch 4, Batch 243 - Loss: 602.3304 Validation Accuracy: 0.824219
Epoch 4, Batch 244 - Loss: 599.0109 Validation Accuracy: 0.824219
Epoch 4, Batch 245 - Loss: 598.5128 Validation Accuracy: 0.828125
Epoch 4, Batch 246 - Loss: 749.8236 Validation Accuracy: 0.824219
Epoch 4, Batch 247 - Loss: 502.4145 Validation Accuracy: 0.824219
Epoch 4, Batch 248 - Loss: 581.5515 Validation Accuracy: 0.824219
Epoch 4, Batch 249 - Loss: 593.8914 Validation Accuracy: 0.824219
Epoch 4, Batch 250 - Loss: 1214.6012 Validation Accuracy: 0.828125
Epoch 4, Batch 251 - Loss: 1016.6421 Validation Accuracy: 0.824219
Epoch 4, Batch 252 - Loss: 650.5798 Validation Accuracy: 0.824219
Epoch 4, Batch 253 - Loss: 611.1976 Validation Accuracy: 0.824219
Epoch 4, Batch 254 - Loss: 732.0767 Validation Accuracy: 0.824219
Epoch 4, Batch 255 - Loss: 697.9161 Validation Accuracy: 0.828125
Epoch 4, Batch 256 - Loss: 412.8110 Validation Accuracy: 0.824219
Epoch 4, Batch 257 - Loss: 645.4072 Validation Accuracy: 0.824219
Epoch 4, Batch 258 - Loss: 532.1900 Validation Accuracy: 0.824219
Epoch 4, Batch 259 - Loss: 534.7399 Validation Accuracy: 0.824219
Epoch 4, Batch 260 - Loss: 507.8118 Validation Accuracy: 0.824219
Epoch 4, Batch 261 - Loss: 417.0900 Validation Accuracy: 0.824219
Epoch 4, Batch 262 - Loss: 447.6739 Validation Accuracy: 0.824219
Epoch 4, Batch 263 - Loss: 586.9709 Validation Accuracy: 0.824219
Epoch 4, Batch 264 - Loss: 468.3638 Validation Accuracy: 0.824219
Epoch 4, Batch 265 - Loss: 499.5989 Validation Accuracy: 0.824219
Epoch 4, Batch 266 - Loss: 455.9173 Validation Accuracy: 0.824219
Epoch 4, Batch 267 - Loss: 585.6603 Validation Accuracy: 0.824219
Epoch 4, Batch 268 - Loss: 467.9491 Validation Accuracy: 0.824219
Epoch 4, Batch 269 - Loss: 416.0417 Validation Accuracy: 0.824219
Epoch 4, Batch 270 - Loss: 495.0651 Validation Accuracy: 0.824219
Epoch 4, Batch 271 - Loss: 330.2171 Validation Accuracy: 0.824219
Epoch 4, Batch 272 - Loss: 474.5688 Validation Accuracy: 0.824219
Epoch 4, Batch 273 - Loss: 303.9898 Validation Accuracy: 0.824219
Epoch 4, Batch 274 - Loss: 335.8975 Validation Accuracy: 0.824219
Epoch 4, Batch 275 - Loss: 281.6678 Validation Accuracy: 0.824219
Epoch 4, Batch 276 - Loss: 934.1414 Validation Accuracy: 0.824219
Epoch 4, Batch 277 - Loss: 807.9590 Validation Accuracy: 0.820312
Epoch 4, Batch 278 - Loss: 414.7174 Validation Accuracy: 0.820312
Epoch 4, Batch 279 - Loss: 758.8191 Validation Accuracy: 0.820312
Epoch 4, Batch 280 - Loss: 358.6303 Validation Accuracy: 0.820312
Epoch 4, Batch 281 - Loss: 547.5167 Validation Accuracy: 0.824219
Epoch 4, Batch 282 - Loss: 611.0411 Validation Accuracy: 0.824219
Epoch 4, Batch 283 - Loss: 635.6653 Validation Accuracy: 0.824219
Epoch 4, Batch 284 - Loss: 481.3012 Validation Accuracy: 0.824219
Epoch 4, Batch 285 - Loss: 412.0313 Validation Accuracy: 0.824219
Epoch 4, Batch 286 - Loss: 615.1382 Validation Accuracy: 0.824219
Epoch 4, Batch 287 - Loss: 453.6542 Validation Accuracy: 0.824219
Epoch 4, Batch 288 - Loss: 435.9138 Validation Accuracy: 0.824219
Epoch 4, Batch 289 - Loss: 335.0973 Validation Accuracy: 0.824219
Epoch 4, Batch 290 - Loss: 402.0032 Validation Accuracy: 0.824219
Epoch 4, Batch 291 - Loss: 520.5237 Validation Accuracy: 0.820312
Epoch 4, Batch 292 - Loss: 765.3667 Validation Accuracy: 0.820312
Epoch 4, Batch 293 - Loss: 437.9375 Validation Accuracy: 0.816406
Epoch 4, Batch 294 - Loss: 574.2738 Validation Accuracy: 0.816406
Epoch 4, Batch 295 - Loss: 539.0161 Validation Accuracy: 0.820312
Epoch 4, Batch 296 - Loss: 615.1257 Validation Accuracy: 0.828125
Epoch 4, Batch 297 - Loss: 318.0497 Validation Accuracy: 0.824219
Epoch 4, Batch 298 - Loss: 577.6827 Validation Accuracy: 0.824219
Epoch 4, Batch 299 - Loss: 705.5416 Validation Accuracy: 0.824219
Epoch 4, Batch 300 - Loss: 494.3229 Validation Accuracy: 0.824219
Epoch 4, Batch 301 - Loss: 627.2774 Validation Accuracy: 0.824219
Epoch 4, Batch 302 - Loss: 714.4517 Validation Accuracy: 0.824219
Epoch 4, Batch 303 - Loss: 429.2518 Validation Accuracy: 0.824219
Epoch 4, Batch 304 - Loss: 410.1255 Validation Accuracy: 0.824219
Epoch 4, Batch 305 - Loss: 552.3961 Validation Accuracy: 0.824219
Epoch 4, Batch 306 - Loss: 388.0338 Validation Accuracy: 0.828125
Epoch 4, Batch 307 - Loss: 564.5266 Validation Accuracy: 0.828125
Epoch 4, Batch 308 - Loss: 399.6628 Validation Accuracy: 0.828125
Epoch 4, Batch 309 - Loss: 724.4344 Validation Accuracy: 0.824219
Epoch 4, Batch 310 - Loss: 526.7872 Validation Accuracy: 0.824219
Epoch 4, Batch 311 - Loss: 443.1319 Validation Accuracy: 0.824219
Epoch 4, Batch 312 - Loss: 670.2253 Validation Accuracy: 0.828125
Epoch 4, Batch 313 - Loss: 631.6057 Validation Accuracy: 0.828125
Epoch 4, Batch 314 - Loss: 481.7522 Validation Accuracy: 0.828125
Epoch 4, Batch 315 - Loss: 558.8998 Validation Accuracy: 0.828125
Epoch 4, Batch 316 - Loss: 493.0519 Validation Accuracy: 0.828125
Epoch 4, Batch 317 - Loss: 666.6092 Validation Accuracy: 0.828125
Epoch 4, Batch 318 - Loss: 268.8619 Validation Accuracy: 0.828125
Epoch 4, Batch 319 - Loss: 291.9969 Validation Accuracy: 0.828125
Epoch 4, Batch 320 - Loss: 433.0836 Validation Accuracy: 0.828125
Epoch 4, Batch 321 - Loss: 536.6926 Validation Accuracy: 0.824219
Epoch 4, Batch 322 - Loss: 899.0518 Validation Accuracy: 0.824219
Epoch 4, Batch 323 - Loss: 462.5608 Validation Accuracy: 0.824219
Epoch 4, Batch 324 - Loss: 454.0408 Validation Accuracy: 0.828125
Epoch 4, Batch 325 - Loss: 322.3493 Validation Accuracy: 0.828125
Epoch 4, Batch 326 - Loss: 602.1915 Validation Accuracy: 0.824219
Epoch 4, Batch 327 - Loss: 603.2447 Validation Accuracy: 0.824219
Epoch 4, Batch 328 - Loss: 312.2890 Validation Accuracy: 0.824219
Epoch 4, Batch 329 - Loss: 606.6566 Validation Accuracy: 0.828125
Epoch 4, Batch 330 - Loss: 424.7131 Validation Accuracy: 0.828125
Epoch 4, Batch 331 - Loss: 487.5545 Validation Accuracy: 0.828125
Epoch 4, Batch 332 - Loss: 511.3198 Validation Accuracy: 0.828125
Epoch 4, Batch 333 - Loss: 488.0086 Validation Accuracy: 0.828125
Epoch 4, Batch 334 - Loss: 524.8987 Validation Accuracy: 0.828125
Epoch 4, Batch 335 - Loss: 454.6788 Validation Accuracy: 0.832031
Epoch 4, Batch 336 - Loss: 518.1290 Validation Accuracy: 0.828125
Epoch 4, Batch 337 - Loss: 622.0618 Validation Accuracy: 0.828125
Epoch 4, Batch 338 - Loss: 296.2838 Validation Accuracy: 0.828125
Epoch 4, Batch 339 - Loss: 477.9265 Validation Accuracy: 0.828125
Epoch 4, Batch 340 - Loss: 799.5934 Validation Accuracy: 0.828125
Epoch 4, Batch 341 - Loss: 523.8027 Validation Accuracy: 0.828125
Epoch 4, Batch 342 - Loss: 456.2590 Validation Accuracy: 0.828125
Epoch 4, Batch 343 - Loss: 292.9436 Validation Accuracy: 0.828125
Epoch 4, Batch 344 - Loss: 682.6129 Validation Accuracy: 0.828125
Epoch 4, Batch 345 - Loss: 420.6932 Validation Accuracy: 0.828125
Epoch 4, Batch 346 - Loss: 629.5631 Validation Accuracy: 0.828125
Epoch 4, Batch 347 - Loss: 568.2009 Validation Accuracy: 0.828125
Epoch 4, Batch 348 - Loss: 522.3180 Validation Accuracy: 0.824219
Epoch 4, Batch 349 - Loss: 317.8807 Validation Accuracy: 0.824219
Epoch 4, Batch 350 - Loss: 443.9415 Validation Accuracy: 0.824219
Epoch 4, Batch 351 - Loss: 643.9728 Validation Accuracy: 0.824219
Epoch 4, Batch 352 - Loss: 396.3546 Validation Accuracy: 0.828125
Epoch 4, Batch 353 - Loss: 555.6094 Validation Accuracy: 0.828125
Epoch 4, Batch 354 - Loss: 552.9914 Validation Accuracy: 0.828125
Epoch 4, Batch 355 - Loss: 434.0851 Validation Accuracy: 0.824219
Epoch 4, Batch 356 - Loss: 588.1035 Validation Accuracy: 0.824219
Epoch 4, Batch 357 - Loss: 634.3021 Validation Accuracy: 0.824219
Epoch 4, Batch 358 - Loss: 302.8204 Validation Accuracy: 0.824219
Epoch 4, Batch 359 - Loss: 601.1395 Validation Accuracy: 0.824219
Epoch 4, Batch 360 - Loss: 297.6705 Validation Accuracy: 0.824219
Epoch 4, Batch 361 - Loss: 566.6556 Validation Accuracy: 0.824219
Epoch 4, Batch 362 - Loss: 393.8707 Validation Accuracy: 0.828125
Epoch 4, Batch 363 - Loss: 561.6413 Validation Accuracy: 0.824219
Epoch 4, Batch 364 - Loss: 629.9650 Validation Accuracy: 0.820312
Epoch 4, Batch 365 - Loss: 456.7775 Validation Accuracy: 0.824219
Epoch 4, Batch 366 - Loss: 627.6219 Validation Accuracy: 0.824219
Epoch 4, Batch 367 - Loss: 737.2266 Validation Accuracy: 0.824219
Epoch 4, Batch 368 - Loss: 489.1337 Validation Accuracy: 0.824219
Epoch 4, Batch 369 - Loss: 295.0629 Validation Accuracy: 0.820312
Epoch 4, Batch 370 - Loss: 382.1960 Validation Accuracy: 0.820312
Epoch 4, Batch 371 - Loss: 317.4561 Validation Accuracy: 0.824219
Epoch 4, Batch 372 - Loss: 487.8651 Validation Accuracy: 0.820312
Epoch 4, Batch 373 - Loss: 773.1348 Validation Accuracy: 0.824219
Epoch 4, Batch 374 - Loss: 694.6411 Validation Accuracy: 0.824219
Epoch 4, Batch 375 - Loss: 311.3258 Validation Accuracy: 0.820312
Epoch 4, Batch 376 - Loss: 248.2013 Validation Accuracy: 0.824219
Epoch 4, Batch 377 - Loss: 606.4753 Validation Accuracy: 0.832031
Epoch 4, Batch 378 - Loss: 647.4749 Validation Accuracy: 0.828125
Epoch 4, Batch 379 - Loss: 449.9545 Validation Accuracy: 0.820312
Epoch 4, Batch 380 - Loss: 537.3569 Validation Accuracy: 0.820312
Epoch 4, Batch 381 - Loss: 408.7464 Validation Accuracy: 0.820312
Epoch 4, Batch 382 - Loss: 281.1704 Validation Accuracy: 0.824219
Epoch 4, Batch 383 - Loss: 391.0352 Validation Accuracy: 0.824219
Epoch 4, Batch 384 - Loss: 428.5960 Validation Accuracy: 0.824219
Epoch 4, Batch 385 - Loss: 491.0640 Validation Accuracy: 0.824219
Epoch 4, Batch 386 - Loss: 538.0764 Validation Accuracy: 0.824219
Epoch 4, Batch 387 - Loss: 414.6721 Validation Accuracy: 0.828125
Epoch 4, Batch 388 - Loss: 334.9015 Validation Accuracy: 0.832031
Epoch 4, Batch 389 - Loss: 551.2715 Validation Accuracy: 0.832031
Epoch 4, Batch 390 - Loss: 371.5814 Validation Accuracy: 0.828125
Epoch 4, Batch 391 - Loss: 565.4617 Validation Accuracy: 0.824219
Epoch 4, Batch 392 - Loss: 558.8948 Validation Accuracy: 0.828125
Epoch 4, Batch 393 - Loss: 732.1913 Validation Accuracy: 0.832031
Epoch 4, Batch 394 - Loss: 302.1292 Validation Accuracy: 0.832031
Epoch 4, Batch 395 - Loss: 707.5892 Validation Accuracy: 0.832031
Epoch 4, Batch 396 - Loss: 472.0087 Validation Accuracy: 0.828125
Epoch 4, Batch 397 - Loss: 440.4485 Validation Accuracy: 0.832031
Epoch 4, Batch 398 - Loss: 230.3681 Validation Accuracy: 0.832031
Epoch 4, Batch 399 - Loss: 384.0156 Validation Accuracy: 0.832031
Epoch 4, Batch 400 - Loss: 483.6406 Validation Accuracy: 0.832031
Epoch 4, Batch 401 - Loss: 586.9865 Validation Accuracy: 0.832031
Epoch 4, Batch 402 - Loss: 460.6841 Validation Accuracy: 0.832031
Epoch 4, Batch 403 - Loss: 458.0755 Validation Accuracy: 0.828125
Epoch 4, Batch 404 - Loss: 400.7781 Validation Accuracy: 0.828125
Epoch 4, Batch 405 - Loss: 456.8911 Validation Accuracy: 0.832031
Epoch 4, Batch 406 - Loss: 527.6285 Validation Accuracy: 0.832031
Epoch 4, Batch 407 - Loss: 343.2601 Validation Accuracy: 0.832031
Epoch 4, Batch 408 - Loss: 411.2051 Validation Accuracy: 0.832031
Epoch 4, Batch 409 - Loss: 499.3749 Validation Accuracy: 0.832031
Epoch 4, Batch 410 - Loss: 436.0836 Validation Accuracy: 0.828125
Epoch 4, Batch 411 - Loss: 568.5471 Validation Accuracy: 0.835938
Epoch 4, Batch 412 - Loss: 574.7900 Validation Accuracy: 0.832031
Epoch 4, Batch 413 - Loss: 558.1286 Validation Accuracy: 0.828125
Epoch 4, Batch 414 - Loss: 727.5367 Validation Accuracy: 0.832031
Epoch 4, Batch 415 - Loss: 831.0788 Validation Accuracy: 0.835938
Epoch 4, Batch 416 - Loss: 685.8674 Validation Accuracy: 0.835938
Epoch 4, Batch 417 - Loss: 447.5277 Validation Accuracy: 0.835938
Epoch 4, Batch 418 - Loss: 528.3925 Validation Accuracy: 0.832031
Epoch 4, Batch 419 - Loss: 400.0675 Validation Accuracy: 0.835938
Epoch 4, Batch 420 - Loss: 681.7668 Validation Accuracy: 0.832031
Epoch 4, Batch 421 - Loss: 422.6819 Validation Accuracy: 0.832031
Epoch 4, Batch 422 - Loss: 413.4710 Validation Accuracy: 0.832031
Epoch 4, Batch 423 - Loss: 517.0002 Validation Accuracy: 0.832031
Epoch 4, Batch 424 - Loss: 368.8418 Validation Accuracy: 0.832031
Epoch 4, Batch 425 - Loss: 571.9968 Validation Accuracy: 0.832031
Epoch 4, Batch 426 - Loss: 473.0153 Validation Accuracy: 0.832031
Epoch 4, Batch 427 - Loss: 411.3797 Validation Accuracy: 0.835938
Epoch 4, Batch 428 - Loss: 633.1482 Validation Accuracy: 0.839844
Epoch 4, Batch 429 - Loss: 692.4763 Validation Accuracy: 0.839844
Epoch 5, Batch 1 - Loss: 492.7838 Validation Accuracy: 0.835938
Epoch 5, Batch 2 - Loss: 555.1623 Validation Accuracy: 0.835938
Epoch 5, Batch 3 - Loss: 660.7625 Validation Accuracy: 0.835938
Epoch 5, Batch 4 - Loss: 530.4575 Validation Accuracy: 0.832031
Epoch 5, Batch 5 - Loss: 556.4731 Validation Accuracy: 0.839844
Epoch 5, Batch 6 - Loss: 588.5099 Validation Accuracy: 0.835938
Epoch 5, Batch 7 - Loss: 206.8252 Validation Accuracy: 0.835938
Epoch 5, Batch 8 - Loss: 339.1430 Validation Accuracy: 0.832031
Epoch 5, Batch 9 - Loss: 883.1903 Validation Accuracy: 0.832031
Epoch 5, Batch 10 - Loss: 390.3153 Validation Accuracy: 0.824219
Epoch 5, Batch 11 - Loss: 776.8693 Validation Accuracy: 0.828125
Epoch 5, Batch 12 - Loss: 432.9715 Validation Accuracy: 0.828125
Epoch 5, Batch 13 - Loss: 502.6476 Validation Accuracy: 0.828125
Epoch 5, Batch 14 - Loss: 650.9442 Validation Accuracy: 0.828125
Epoch 5, Batch 15 - Loss: 298.3099 Validation Accuracy: 0.828125
Epoch 5, Batch 16 - Loss: 522.4358 Validation Accuracy: 0.828125
Epoch 5, Batch 17 - Loss: 449.1150 Validation Accuracy: 0.832031
Epoch 5, Batch 18 - Loss: 563.2313 Validation Accuracy: 0.832031
Epoch 5, Batch 19 - Loss: 348.7156 Validation Accuracy: 0.828125
Epoch 5, Batch 20 - Loss: 439.9981 Validation Accuracy: 0.824219
Epoch 5, Batch 21 - Loss: 573.5380 Validation Accuracy: 0.828125
Epoch 5, Batch 22 - Loss: 502.8801 Validation Accuracy: 0.832031
Epoch 5, Batch 23 - Loss: 708.1490 Validation Accuracy: 0.832031
Epoch 5, Batch 24 - Loss: 416.5594 Validation Accuracy: 0.832031
Epoch 5, Batch 25 - Loss: 638.3270 Validation Accuracy: 0.835938
Epoch 5, Batch 26 - Loss: 505.4131 Validation Accuracy: 0.835938
Epoch 5, Batch 27 - Loss: 322.7856 Validation Accuracy: 0.835938
Epoch 5, Batch 28 - Loss: 312.1932 Validation Accuracy: 0.832031
Epoch 5, Batch 29 - Loss: 345.3183 Validation Accuracy: 0.835938
Epoch 5, Batch 30 - Loss: 468.8326 Validation Accuracy: 0.835938
Epoch 5, Batch 31 - Loss: 997.6219 Validation Accuracy: 0.832031
Epoch 5, Batch 32 - Loss: 395.1426 Validation Accuracy: 0.839844
Epoch 5, Batch 33 - Loss: 589.5730 Validation Accuracy: 0.839844
Epoch 5, Batch 34 - Loss: 298.0879 Validation Accuracy: 0.832031
Epoch 5, Batch 35 - Loss: 665.7281 Validation Accuracy: 0.832031
Epoch 5, Batch 36 - Loss: 441.2520 Validation Accuracy: 0.835938
Epoch 5, Batch 37 - Loss: 394.6133 Validation Accuracy: 0.835938
Epoch 5, Batch 38 - Loss: 321.1946 Validation Accuracy: 0.832031
Epoch 5, Batch 39 - Loss: 369.3361 Validation Accuracy: 0.835938
Epoch 5, Batch 40 - Loss: 750.8976 Validation Accuracy: 0.832031
Epoch 5, Batch 41 - Loss: 418.5707 Validation Accuracy: 0.832031
Epoch 5, Batch 42 - Loss: 632.3724 Validation Accuracy: 0.824219
Epoch 5, Batch 43 - Loss: 516.2196 Validation Accuracy: 0.832031
Epoch 5, Batch 44 - Loss: 504.7983 Validation Accuracy: 0.835938
Epoch 5, Batch 45 - Loss: 534.9691 Validation Accuracy: 0.832031
Epoch 5, Batch 46 - Loss: 642.8859 Validation Accuracy: 0.832031
Epoch 5, Batch 47 - Loss: 357.1967 Validation Accuracy: 0.828125
Epoch 5, Batch 48 - Loss: 393.6085 Validation Accuracy: 0.828125
Epoch 5, Batch 49 - Loss: 315.6262 Validation Accuracy: 0.832031
Epoch 5, Batch 50 - Loss: 172.0376 Validation Accuracy: 0.832031
Epoch 5, Batch 51 - Loss: 622.9816 Validation Accuracy: 0.832031
Epoch 5, Batch 52 - Loss: 402.5285 Validation Accuracy: 0.835938
Epoch 5, Batch 53 - Loss: 520.4874 Validation Accuracy: 0.835938
Epoch 5, Batch 54 - Loss: 614.3338 Validation Accuracy: 0.832031
Epoch 5, Batch 55 - Loss: 466.3428 Validation Accuracy: 0.832031
Epoch 5, Batch 56 - Loss: 417.8466 Validation Accuracy: 0.835938
Epoch 5, Batch 57 - Loss: 651.8132 Validation Accuracy: 0.835938
Epoch 5, Batch 58 - Loss: 485.0638 Validation Accuracy: 0.835938
Epoch 5, Batch 59 - Loss: 430.2466 Validation Accuracy: 0.835938
Epoch 5, Batch 60 - Loss: 386.5756 Validation Accuracy: 0.835938
Epoch 5, Batch 61 - Loss: 602.1466 Validation Accuracy: 0.832031
Epoch 5, Batch 62 - Loss: 399.4056 Validation Accuracy: 0.835938
Epoch 5, Batch 63 - Loss: 526.8577 Validation Accuracy: 0.835938
Epoch 5, Batch 64 - Loss: 462.7696 Validation Accuracy: 0.832031
Epoch 5, Batch 65 - Loss: 310.2320 Validation Accuracy: 0.832031
Epoch 5, Batch 66 - Loss: 448.7110 Validation Accuracy: 0.832031
Epoch 5, Batch 67 - Loss: 545.0543 Validation Accuracy: 0.832031
Epoch 5, Batch 68 - Loss: 315.5046 Validation Accuracy: 0.832031
Epoch 5, Batch 69 - Loss: 629.9093 Validation Accuracy: 0.835938
Epoch 5, Batch 70 - Loss: 546.1535 Validation Accuracy: 0.835938
Epoch 5, Batch 71 - Loss: 486.5587 Validation Accuracy: 0.835938
Epoch 5, Batch 72 - Loss: 366.7454 Validation Accuracy: 0.835938
Epoch 5, Batch 73 - Loss: 393.6501 Validation Accuracy: 0.839844
Epoch 5, Batch 74 - Loss: 559.6031 Validation Accuracy: 0.839844
Epoch 5, Batch 75 - Loss: 425.9450 Validation Accuracy: 0.839844
Epoch 5, Batch 76 - Loss: 480.6294 Validation Accuracy: 0.832031
Epoch 5, Batch 77 - Loss: 625.6905 Validation Accuracy: 0.828125
Epoch 5, Batch 78 - Loss: 596.1738 Validation Accuracy: 0.828125
Epoch 5, Batch 79 - Loss: 320.2247 Validation Accuracy: 0.828125
Epoch 5, Batch 80 - Loss: 370.9487 Validation Accuracy: 0.832031
Epoch 5, Batch 81 - Loss: 644.5533 Validation Accuracy: 0.832031
Epoch 5, Batch 82 - Loss: 186.2958 Validation Accuracy: 0.835938
Epoch 5, Batch 83 - Loss: 310.2588 Validation Accuracy: 0.835938
Epoch 5, Batch 84 - Loss: 360.2143 Validation Accuracy: 0.832031
Epoch 5, Batch 85 - Loss: 441.2576 Validation Accuracy: 0.832031
Epoch 5, Batch 86 - Loss: 494.4165 Validation Accuracy: 0.832031
Epoch 5, Batch 87 - Loss: 430.1181 Validation Accuracy: 0.832031
Epoch 5, Batch 88 - Loss: 328.1596 Validation Accuracy: 0.832031
Epoch 5, Batch 89 - Loss: 306.7884 Validation Accuracy: 0.832031
Epoch 5, Batch 90 - Loss: 353.2423 Validation Accuracy: 0.832031
Epoch 5, Batch 91 - Loss: 297.0162 Validation Accuracy: 0.832031
Epoch 5, Batch 92 - Loss: 646.6022 Validation Accuracy: 0.832031
Epoch 5, Batch 93 - Loss: 434.5703 Validation Accuracy: 0.832031
Epoch 5, Batch 94 - Loss: 410.1549 Validation Accuracy: 0.832031
Epoch 5, Batch 95 - Loss: 373.2960 Validation Accuracy: 0.832031
Epoch 5, Batch 96 - Loss: 704.6034 Validation Accuracy: 0.832031
Epoch 5, Batch 97 - Loss: 482.9865 Validation Accuracy: 0.832031
Epoch 5, Batch 98 - Loss: 381.4967 Validation Accuracy: 0.835938
Epoch 5, Batch 99 - Loss: 446.9047 Validation Accuracy: 0.832031
Epoch 5, Batch 100 - Loss: 394.9046 Validation Accuracy: 0.835938
Epoch 5, Batch 101 - Loss: 616.9881 Validation Accuracy: 0.835938
Epoch 5, Batch 102 - Loss: 539.1744 Validation Accuracy: 0.835938
Epoch 5, Batch 103 - Loss: 374.7953 Validation Accuracy: 0.835938
Epoch 5, Batch 104 - Loss: 564.3278 Validation Accuracy: 0.832031
Epoch 5, Batch 105 - Loss: 436.2658 Validation Accuracy: 0.832031
Epoch 5, Batch 106 - Loss: 313.8766 Validation Accuracy: 0.835938
Epoch 5, Batch 107 - Loss: 486.8918 Validation Accuracy: 0.835938
Epoch 5, Batch 108 - Loss: 585.5648 Validation Accuracy: 0.835938
Epoch 5, Batch 109 - Loss: 535.6771 Validation Accuracy: 0.835938
Epoch 5, Batch 110 - Loss: 703.4860 Validation Accuracy: 0.835938
Epoch 5, Batch 111 - Loss: 349.1021 Validation Accuracy: 0.835938
Epoch 5, Batch 112 - Loss: 589.2120 Validation Accuracy: 0.835938
Epoch 5, Batch 113 - Loss: 491.0684 Validation Accuracy: 0.835938
Epoch 5, Batch 114 - Loss: 329.4079 Validation Accuracy: 0.835938
Epoch 5, Batch 115 - Loss: 620.5793 Validation Accuracy: 0.832031
Epoch 5, Batch 116 - Loss: 423.5094 Validation Accuracy: 0.835938
Epoch 5, Batch 117 - Loss: 584.1578 Validation Accuracy: 0.835938
Epoch 5, Batch 118 - Loss: 317.9072 Validation Accuracy: 0.835938
Epoch 5, Batch 119 - Loss: 411.1302 Validation Accuracy: 0.835938
Epoch 5, Batch 120 - Loss: 478.0713 Validation Accuracy: 0.835938
Epoch 5, Batch 121 - Loss: 640.5500 Validation Accuracy: 0.828125
Epoch 5, Batch 122 - Loss: 339.0035 Validation Accuracy: 0.832031
Epoch 5, Batch 123 - Loss: 697.4379 Validation Accuracy: 0.835938
Epoch 5, Batch 124 - Loss: 675.9323 Validation Accuracy: 0.828125
Epoch 5, Batch 125 - Loss: 404.6586 Validation Accuracy: 0.832031
Epoch 5, Batch 126 - Loss: 271.7849 Validation Accuracy: 0.832031
Epoch 5, Batch 127 - Loss: 471.5058 Validation Accuracy: 0.832031
Epoch 5, Batch 128 - Loss: 451.8094 Validation Accuracy: 0.832031
Epoch 5, Batch 129 - Loss: 368.6288 Validation Accuracy: 0.832031
Epoch 5, Batch 130 - Loss: 375.6786 Validation Accuracy: 0.828125
Epoch 5, Batch 131 - Loss: 391.0117 Validation Accuracy: 0.828125
Epoch 5, Batch 132 - Loss: 324.6992 Validation Accuracy: 0.828125
Epoch 5, Batch 133 - Loss: 596.5556 Validation Accuracy: 0.828125
Epoch 5, Batch 134 - Loss: 295.6152 Validation Accuracy: 0.828125
Epoch 5, Batch 135 - Loss: 526.6405 Validation Accuracy: 0.828125
Epoch 5, Batch 136 - Loss: 453.7240 Validation Accuracy: 0.828125
Epoch 5, Batch 137 - Loss: 514.7159 Validation Accuracy: 0.828125
Epoch 5, Batch 138 - Loss: 379.8417 Validation Accuracy: 0.828125
Epoch 5, Batch 139 - Loss: 385.7305 Validation Accuracy: 0.828125
Epoch 5, Batch 140 - Loss: 371.1403 Validation Accuracy: 0.828125
Epoch 5, Batch 141 - Loss: 342.6364 Validation Accuracy: 0.828125
Epoch 5, Batch 142 - Loss: 583.8278 Validation Accuracy: 0.828125
Epoch 5, Batch 143 - Loss: 379.2099 Validation Accuracy: 0.828125
Epoch 5, Batch 144 - Loss: 425.6045 Validation Accuracy: 0.828125
Epoch 5, Batch 145 - Loss: 289.8952 Validation Accuracy: 0.828125
Epoch 5, Batch 146 - Loss: 522.5032 Validation Accuracy: 0.828125
Epoch 5, Batch 147 - Loss: 395.2789 Validation Accuracy: 0.828125
Epoch 5, Batch 148 - Loss: 623.3552 Validation Accuracy: 0.828125
Epoch 5, Batch 149 - Loss: 583.6487 Validation Accuracy: 0.828125
Epoch 5, Batch 150 - Loss: 392.0137 Validation Accuracy: 0.828125
Epoch 5, Batch 151 - Loss: 266.4001 Validation Accuracy: 0.828125
Epoch 5, Batch 152 - Loss: 434.8319 Validation Accuracy: 0.828125
Epoch 5, Batch 153 - Loss: 435.1332 Validation Accuracy: 0.828125
Epoch 5, Batch 154 - Loss: 322.7358 Validation Accuracy: 0.828125
Epoch 5, Batch 155 - Loss: 486.2419 Validation Accuracy: 0.828125
Epoch 5, Batch 156 - Loss: 601.1603 Validation Accuracy: 0.828125
Epoch 5, Batch 157 - Loss: 476.6916 Validation Accuracy: 0.835938
Epoch 5, Batch 158 - Loss: 351.9328 Validation Accuracy: 0.832031
Epoch 5, Batch 159 - Loss: 299.3695 Validation Accuracy: 0.832031
Epoch 5, Batch 160 - Loss: 417.2518 Validation Accuracy: 0.832031
Epoch 5, Batch 161 - Loss: 466.9788 Validation Accuracy: 0.832031
Epoch 5, Batch 162 - Loss: 486.7953 Validation Accuracy: 0.832031
Epoch 5, Batch 163 - Loss: 385.2911 Validation Accuracy: 0.828125
Epoch 5, Batch 164 - Loss: 548.0762 Validation Accuracy: 0.832031
Epoch 5, Batch 165 - Loss: 399.3430 Validation Accuracy: 0.832031
Epoch 5, Batch 166 - Loss: 498.3159 Validation Accuracy: 0.832031
Epoch 5, Batch 167 - Loss: 459.1858 Validation Accuracy: 0.832031
Epoch 5, Batch 168 - Loss: 477.2081 Validation Accuracy: 0.832031
Epoch 5, Batch 169 - Loss: 302.6168 Validation Accuracy: 0.832031
Epoch 5, Batch 170 - Loss: 442.9090 Validation Accuracy: 0.832031
Epoch 5, Batch 171 - Loss: 500.8839 Validation Accuracy: 0.832031
Epoch 5, Batch 172 - Loss: 493.5731 Validation Accuracy: 0.832031
Epoch 5, Batch 173 - Loss: 502.7827 Validation Accuracy: 0.832031
Epoch 5, Batch 174 - Loss: 444.3237 Validation Accuracy: 0.832031
Epoch 5, Batch 175 - Loss: 470.8863 Validation Accuracy: 0.832031
Epoch 5, Batch 176 - Loss: 685.5179 Validation Accuracy: 0.832031
Epoch 5, Batch 177 - Loss: 390.9331 Validation Accuracy: 0.832031
Epoch 5, Batch 178 - Loss: 387.8112 Validation Accuracy: 0.839844
Epoch 5, Batch 179 - Loss: 546.8253 Validation Accuracy: 0.835938
Epoch 5, Batch 180 - Loss: 366.6288 Validation Accuracy: 0.835938
Epoch 5, Batch 181 - Loss: 404.1251 Validation Accuracy: 0.835938
Epoch 5, Batch 182 - Loss: 460.1796 Validation Accuracy: 0.835938
Epoch 5, Batch 183 - Loss: 329.7052 Validation Accuracy: 0.835938
Epoch 5, Batch 184 - Loss: 537.4258 Validation Accuracy: 0.835938
Epoch 5, Batch 185 - Loss: 573.6173 Validation Accuracy: 0.835938
Epoch 5, Batch 186 - Loss: 586.9885 Validation Accuracy: 0.835938
Epoch 5, Batch 187 - Loss: 725.5900 Validation Accuracy: 0.835938
Epoch 5, Batch 188 - Loss: 504.6743 Validation Accuracy: 0.835938
Epoch 5, Batch 189 - Loss: 638.7764 Validation Accuracy: 0.835938
Epoch 5, Batch 190 - Loss: 454.8210 Validation Accuracy: 0.835938
Epoch 5, Batch 191 - Loss: 559.3149 Validation Accuracy: 0.835938
Epoch 5, Batch 192 - Loss: 432.6844 Validation Accuracy: 0.839844
Epoch 5, Batch 193 - Loss: 678.1899 Validation Accuracy: 0.839844
Epoch 5, Batch 194 - Loss: 412.8653 Validation Accuracy: 0.835938
Epoch 5, Batch 195 - Loss: 439.7655 Validation Accuracy: 0.839844
Epoch 5, Batch 196 - Loss: 600.7737 Validation Accuracy: 0.839844
Epoch 5, Batch 197 - Loss: 324.0044 Validation Accuracy: 0.835938
Epoch 5, Batch 198 - Loss: 466.2198 Validation Accuracy: 0.835938
Epoch 5, Batch 199 - Loss: 565.5658 Validation Accuracy: 0.835938
Epoch 5, Batch 200 - Loss: 415.3041 Validation Accuracy: 0.835938
Epoch 5, Batch 201 - Loss: 575.6041 Validation Accuracy: 0.835938
Epoch 5, Batch 202 - Loss: 358.6303 Validation Accuracy: 0.832031
Epoch 5, Batch 203 - Loss: 379.0937 Validation Accuracy: 0.835938
Epoch 5, Batch 204 - Loss: 543.4015 Validation Accuracy: 0.832031
Epoch 5, Batch 205 - Loss: 832.4358 Validation Accuracy: 0.835938
Epoch 5, Batch 206 - Loss: 427.0981 Validation Accuracy: 0.835938
Epoch 5, Batch 207 - Loss: 785.3224 Validation Accuracy: 0.832031
Epoch 5, Batch 208 - Loss: 534.4329 Validation Accuracy: 0.832031
Epoch 5, Batch 209 - Loss: 608.2383 Validation Accuracy: 0.828125
Epoch 5, Batch 210 - Loss: 411.1234 Validation Accuracy: 0.828125
Epoch 5, Batch 211 - Loss: 489.4005 Validation Accuracy: 0.828125
Epoch 5, Batch 212 - Loss: 462.2318 Validation Accuracy: 0.832031
Epoch 5, Batch 213 - Loss: 762.1806 Validation Accuracy: 0.832031
Epoch 5, Batch 214 - Loss: 349.1424 Validation Accuracy: 0.835938
Epoch 5, Batch 215 - Loss: 561.5719 Validation Accuracy: 0.832031
Epoch 5, Batch 216 - Loss: 404.3562 Validation Accuracy: 0.832031
Epoch 5, Batch 217 - Loss: 443.1258 Validation Accuracy: 0.835938
Epoch 5, Batch 218 - Loss: 348.3766 Validation Accuracy: 0.832031
Epoch 5, Batch 219 - Loss: 340.2857 Validation Accuracy: 0.832031
Epoch 5, Batch 220 - Loss: 389.8170 Validation Accuracy: 0.832031
Epoch 5, Batch 221 - Loss: 480.5302 Validation Accuracy: 0.832031
Epoch 5, Batch 222 - Loss: 358.4354 Validation Accuracy: 0.832031
Epoch 5, Batch 223 - Loss: 412.3040 Validation Accuracy: 0.832031
Epoch 5, Batch 224 - Loss: 466.1888 Validation Accuracy: 0.835938
Epoch 5, Batch 225 - Loss: 502.6295 Validation Accuracy: 0.835938
Epoch 5, Batch 226 - Loss: 350.8186 Validation Accuracy: 0.832031
Epoch 5, Batch 227 - Loss: 692.2672 Validation Accuracy: 0.832031
Epoch 5, Batch 228 - Loss: 378.9365 Validation Accuracy: 0.839844
Epoch 5, Batch 229 - Loss: 363.8860 Validation Accuracy: 0.835938
Epoch 5, Batch 230 - Loss: 450.8688 Validation Accuracy: 0.839844
Epoch 5, Batch 231 - Loss: 438.0940 Validation Accuracy: 0.843750
Epoch 5, Batch 232 - Loss: 399.7396 Validation Accuracy: 0.839844
Epoch 5, Batch 233 - Loss: 353.2536 Validation Accuracy: 0.835938
Epoch 5, Batch 234 - Loss: 298.6155 Validation Accuracy: 0.835938
Epoch 5, Batch 235 - Loss: 319.3001 Validation Accuracy: 0.832031
Epoch 5, Batch 236 - Loss: 501.7694 Validation Accuracy: 0.832031
Epoch 5, Batch 237 - Loss: 483.9067 Validation Accuracy: 0.835938
Epoch 5, Batch 238 - Loss: 446.7279 Validation Accuracy: 0.835938
Epoch 5, Batch 239 - Loss: 455.1552 Validation Accuracy: 0.835938
Epoch 5, Batch 240 - Loss: 406.3170 Validation Accuracy: 0.835938
Epoch 5, Batch 241 - Loss: 435.5598 Validation Accuracy: 0.835938
Epoch 5, Batch 242 - Loss: 555.6910 Validation Accuracy: 0.839844
Epoch 5, Batch 243 - Loss: 360.5249 Validation Accuracy: 0.839844
Epoch 5, Batch 244 - Loss: 449.4971 Validation Accuracy: 0.839844
Epoch 5, Batch 245 - Loss: 451.3273 Validation Accuracy: 0.839844
Epoch 5, Batch 246 - Loss: 361.8931 Validation Accuracy: 0.839844
Epoch 5, Batch 247 - Loss: 635.8271 Validation Accuracy: 0.839844
Epoch 5, Batch 248 - Loss: 584.0057 Validation Accuracy: 0.839844
Epoch 5, Batch 249 - Loss: 498.4756 Validation Accuracy: 0.839844
Epoch 5, Batch 250 - Loss: 379.4321 Validation Accuracy: 0.839844
Epoch 5, Batch 251 - Loss: 444.4337 Validation Accuracy: 0.839844
Epoch 5, Batch 252 - Loss: 664.0676 Validation Accuracy: 0.843750
Epoch 5, Batch 253 - Loss: 476.0533 Validation Accuracy: 0.839844
Epoch 5, Batch 254 - Loss: 231.6172 Validation Accuracy: 0.839844
Epoch 5, Batch 255 - Loss: 500.7314 Validation Accuracy: 0.843750
Epoch 5, Batch 256 - Loss: 457.1905 Validation Accuracy: 0.839844
Epoch 5, Batch 257 - Loss: 281.6263 Validation Accuracy: 0.835938
Epoch 5, Batch 258 - Loss: 384.4402 Validation Accuracy: 0.839844
Epoch 5, Batch 259 - Loss: 424.0805 Validation Accuracy: 0.839844
Epoch 5, Batch 260 - Loss: 467.7778 Validation Accuracy: 0.839844
Epoch 5, Batch 261 - Loss: 425.1493 Validation Accuracy: 0.839844
Epoch 5, Batch 262 - Loss: 530.6924 Validation Accuracy: 0.839844
Epoch 5, Batch 263 - Loss: 361.7343 Validation Accuracy: 0.839844
Epoch 5, Batch 264 - Loss: 481.9090 Validation Accuracy: 0.839844
Epoch 5, Batch 265 - Loss: 339.1605 Validation Accuracy: 0.843750
Epoch 5, Batch 266 - Loss: 292.0255 Validation Accuracy: 0.839844
Epoch 5, Batch 267 - Loss: 481.5407 Validation Accuracy: 0.839844
Epoch 5, Batch 268 - Loss: 395.9123 Validation Accuracy: 0.839844
Epoch 5, Batch 269 - Loss: 481.5604 Validation Accuracy: 0.839844
Epoch 5, Batch 270 - Loss: 396.3206 Validation Accuracy: 0.839844
Epoch 5, Batch 271 - Loss: 557.1129 Validation Accuracy: 0.839844
Epoch 5, Batch 272 - Loss: 509.2618 Validation Accuracy: 0.843750
Epoch 5, Batch 273 - Loss: 467.0109 Validation Accuracy: 0.835938
Epoch 5, Batch 274 - Loss: 454.7741 Validation Accuracy: 0.835938
Epoch 5, Batch 275 - Loss: 323.9975 Validation Accuracy: 0.835938
Epoch 5, Batch 276 - Loss: 338.3501 Validation Accuracy: 0.839844
Epoch 5, Batch 277 - Loss: 219.2762 Validation Accuracy: 0.839844
Epoch 5, Batch 278 - Loss: 368.1979 Validation Accuracy: 0.839844
Epoch 5, Batch 279 - Loss: 606.1290 Validation Accuracy: 0.839844
Epoch 5, Batch 280 - Loss: 584.3682 Validation Accuracy: 0.839844
Epoch 5, Batch 281 - Loss: 430.6536 Validation Accuracy: 0.839844
Epoch 5, Batch 282 - Loss: 653.7164 Validation Accuracy: 0.839844
Epoch 5, Batch 283 - Loss: 390.9357 Validation Accuracy: 0.835938
Epoch 5, Batch 284 - Loss: 550.4341 Validation Accuracy: 0.835938
Epoch 5, Batch 285 - Loss: 472.8774 Validation Accuracy: 0.839844
Epoch 5, Batch 286 - Loss: 615.8500 Validation Accuracy: 0.839844
Epoch 5, Batch 287 - Loss: 466.3089 Validation Accuracy: 0.835938
Epoch 5, Batch 288 - Loss: 432.1591 Validation Accuracy: 0.835938
Epoch 5, Batch 289 - Loss: 373.1141 Validation Accuracy: 0.832031
Epoch 5, Batch 290 - Loss: 694.6881 Validation Accuracy: 0.835938
Epoch 5, Batch 291 - Loss: 481.1672 Validation Accuracy: 0.839844
Epoch 5, Batch 292 - Loss: 494.6209 Validation Accuracy: 0.843750
Epoch 5, Batch 293 - Loss: 732.8306 Validation Accuracy: 0.839844
Epoch 5, Batch 294 - Loss: 514.9493 Validation Accuracy: 0.843750
Epoch 5, Batch 295 - Loss: 531.5514 Validation Accuracy: 0.839844
Epoch 5, Batch 296 - Loss: 267.6481 Validation Accuracy: 0.839844
Epoch 5, Batch 297 - Loss: 349.7999 Validation Accuracy: 0.839844
Epoch 5, Batch 298 - Loss: 428.8190 Validation Accuracy: 0.847656
Epoch 5, Batch 299 - Loss: 402.2913 Validation Accuracy: 0.843750
Epoch 5, Batch 300 - Loss: 401.3299 Validation Accuracy: 0.839844
Epoch 5, Batch 301 - Loss: 664.1207 Validation Accuracy: 0.839844
Epoch 5, Batch 302 - Loss: 447.8701 Validation Accuracy: 0.839844
Epoch 5, Batch 303 - Loss: 332.2249 Validation Accuracy: 0.839844
Epoch 5, Batch 304 - Loss: 664.1377 Validation Accuracy: 0.835938
Epoch 5, Batch 305 - Loss: 293.1399 Validation Accuracy: 0.835938
Epoch 5, Batch 306 - Loss: 500.6740 Validation Accuracy: 0.835938
Epoch 5, Batch 307 - Loss: 429.6379 Validation Accuracy: 0.839844
Epoch 5, Batch 308 - Loss: 551.2628 Validation Accuracy: 0.839844
Epoch 5, Batch 309 - Loss: 402.4240 Validation Accuracy: 0.839844
Epoch 5, Batch 310 - Loss: 430.9004 Validation Accuracy: 0.832031
Epoch 5, Batch 311 - Loss: 517.5216 Validation Accuracy: 0.832031
Epoch 5, Batch 312 - Loss: 302.5299 Validation Accuracy: 0.828125
Epoch 5, Batch 313 - Loss: 493.6139 Validation Accuracy: 0.828125
Epoch 5, Batch 314 - Loss: 350.0199 Validation Accuracy: 0.835938
Epoch 5, Batch 315 - Loss: 306.0940 Validation Accuracy: 0.832031
Epoch 5, Batch 316 - Loss: 320.7552 Validation Accuracy: 0.832031
Epoch 5, Batch 317 - Loss: 345.0414 Validation Accuracy: 0.839844
Epoch 5, Batch 318 - Loss: 354.9457 Validation Accuracy: 0.835938
Epoch 5, Batch 319 - Loss: 396.7307 Validation Accuracy: 0.824219
Epoch 5, Batch 320 - Loss: 377.2649 Validation Accuracy: 0.832031
Epoch 5, Batch 321 - Loss: 493.6592 Validation Accuracy: 0.824219
Epoch 5, Batch 322 - Loss: 455.5949 Validation Accuracy: 0.824219
Epoch 5, Batch 323 - Loss: 568.9466 Validation Accuracy: 0.824219
Epoch 5, Batch 324 - Loss: 391.9876 Validation Accuracy: 0.824219
Epoch 5, Batch 325 - Loss: 337.2139 Validation Accuracy: 0.824219
Epoch 5, Batch 326 - Loss: 469.2617 Validation Accuracy: 0.824219
Epoch 5, Batch 327 - Loss: 213.7147 Validation Accuracy: 0.828125
Epoch 5, Batch 328 - Loss: 265.9878 Validation Accuracy: 0.832031
Epoch 5, Batch 329 - Loss: 374.2239 Validation Accuracy: 0.828125
Epoch 5, Batch 330 - Loss: 410.5428 Validation Accuracy: 0.832031
Epoch 5, Batch 331 - Loss: 427.8601 Validation Accuracy: 0.832031
Epoch 5, Batch 332 - Loss: 388.5847 Validation Accuracy: 0.828125
Epoch 5, Batch 333 - Loss: 380.1855 Validation Accuracy: 0.832031
Epoch 5, Batch 334 - Loss: 315.7769 Validation Accuracy: 0.835938
Epoch 5, Batch 335 - Loss: 385.6476 Validation Accuracy: 0.835938
Epoch 5, Batch 336 - Loss: 415.8750 Validation Accuracy: 0.835938
Epoch 5, Batch 337 - Loss: 404.2003 Validation Accuracy: 0.835938
Epoch 5, Batch 338 - Loss: 362.7010 Validation Accuracy: 0.835938
Epoch 5, Batch 339 - Loss: 408.3009 Validation Accuracy: 0.835938
Epoch 5, Batch 340 - Loss: 379.9415 Validation Accuracy: 0.835938
Epoch 5, Batch 341 - Loss: 551.0455 Validation Accuracy: 0.835938
Epoch 5, Batch 342 - Loss: 634.8767 Validation Accuracy: 0.835938
Epoch 5, Batch 343 - Loss: 266.9108 Validation Accuracy: 0.835938
Epoch 5, Batch 344 - Loss: 484.8923 Validation Accuracy: 0.832031
Epoch 5, Batch 345 - Loss: 565.3665 Validation Accuracy: 0.835938
Epoch 5, Batch 346 - Loss: 498.3138 Validation Accuracy: 0.832031
Epoch 5, Batch 347 - Loss: 526.4962 Validation Accuracy: 0.835938
Epoch 5, Batch 348 - Loss: 408.6040 Validation Accuracy: 0.835938
Epoch 5, Batch 349 - Loss: 402.4307 Validation Accuracy: 0.835938
Epoch 5, Batch 350 - Loss: 381.7175 Validation Accuracy: 0.839844
Epoch 5, Batch 351 - Loss: 186.4596 Validation Accuracy: 0.839844
Epoch 5, Batch 352 - Loss: 267.5794 Validation Accuracy: 0.839844
Epoch 5, Batch 353 - Loss: 425.0673 Validation Accuracy: 0.843750
Epoch 5, Batch 354 - Loss: 394.7776 Validation Accuracy: 0.843750
Epoch 5, Batch 355 - Loss: 399.0835 Validation Accuracy: 0.835938
Epoch 5, Batch 356 - Loss: 658.9110 Validation Accuracy: 0.839844
Epoch 5, Batch 357 - Loss: 299.1301 Validation Accuracy: 0.835938
Epoch 5, Batch 358 - Loss: 321.6098 Validation Accuracy: 0.843750
Epoch 5, Batch 359 - Loss: 485.8245 Validation Accuracy: 0.843750
Epoch 5, Batch 360 - Loss: 253.1808 Validation Accuracy: 0.847656
Epoch 5, Batch 361 - Loss: 357.7143 Validation Accuracy: 0.843750
Epoch 5, Batch 362 - Loss: 493.4240 Validation Accuracy: 0.843750
Epoch 5, Batch 363 - Loss: 427.6958 Validation Accuracy: 0.843750
Epoch 5, Batch 364 - Loss: 481.7140 Validation Accuracy: 0.843750
Epoch 5, Batch 365 - Loss: 365.2773 Validation Accuracy: 0.843750
Epoch 5, Batch 366 - Loss: 216.4779 Validation Accuracy: 0.843750
Epoch 5, Batch 367 - Loss: 517.3253 Validation Accuracy: 0.843750
Epoch 5, Batch 368 - Loss: 631.0061 Validation Accuracy: 0.843750
Epoch 5, Batch 369 - Loss: 548.1217 Validation Accuracy: 0.843750
Epoch 5, Batch 370 - Loss: 578.7709 Validation Accuracy: 0.839844
Epoch 5, Batch 371 - Loss: 360.1443 Validation Accuracy: 0.835938
Epoch 5, Batch 372 - Loss: 280.0150 Validation Accuracy: 0.835938
Epoch 5, Batch 373 - Loss: 216.0126 Validation Accuracy: 0.835938
Epoch 5, Batch 374 - Loss: 367.4480 Validation Accuracy: 0.835938
Epoch 5, Batch 375 - Loss: 292.5773 Validation Accuracy: 0.835938
Epoch 5, Batch 376 - Loss: 241.7639 Validation Accuracy: 0.839844
Epoch 5, Batch 377 - Loss: 360.9231 Validation Accuracy: 0.839844
Epoch 5, Batch 378 - Loss: 414.9304 Validation Accuracy: 0.839844
Epoch 5, Batch 379 - Loss: 469.7092 Validation Accuracy: 0.847656
Epoch 5, Batch 380 - Loss: 353.9106 Validation Accuracy: 0.847656
Epoch 5, Batch 381 - Loss: 407.8117 Validation Accuracy: 0.847656
Epoch 5, Batch 382 - Loss: 286.2379 Validation Accuracy: 0.847656
Epoch 5, Batch 383 - Loss: 226.8935 Validation Accuracy: 0.847656
Epoch 5, Batch 384 - Loss: 524.8627 Validation Accuracy: 0.843750
Epoch 5, Batch 385 - Loss: 436.5312 Validation Accuracy: 0.847656
Epoch 5, Batch 386 - Loss: 390.4045 Validation Accuracy: 0.843750
Epoch 5, Batch 387 - Loss: 349.5978 Validation Accuracy: 0.843750
Epoch 5, Batch 388 - Loss: 558.9489 Validation Accuracy: 0.843750
Epoch 5, Batch 389 - Loss: 333.0832 Validation Accuracy: 0.843750
Epoch 5, Batch 390 - Loss: 279.1017 Validation Accuracy: 0.847656
Epoch 5, Batch 391 - Loss: 359.9373 Validation Accuracy: 0.843750
Epoch 5, Batch 392 - Loss: 374.4080 Validation Accuracy: 0.839844
Epoch 5, Batch 393 - Loss: 312.2717 Validation Accuracy: 0.839844
Epoch 5, Batch 394 - Loss: 665.2384 Validation Accuracy: 0.839844
Epoch 5, Batch 395 - Loss: 238.8950 Validation Accuracy: 0.839844
Epoch 5, Batch 396 - Loss: 495.1914 Validation Accuracy: 0.839844
Epoch 5, Batch 397 - Loss: 484.1339 Validation Accuracy: 0.847656
Epoch 5, Batch 398 - Loss: 334.8320 Validation Accuracy: 0.843750
Epoch 5, Batch 399 - Loss: 336.7833 Validation Accuracy: 0.843750
Epoch 5, Batch 400 - Loss: 496.5039 Validation Accuracy: 0.843750
Epoch 5, Batch 401 - Loss: 139.7357 Validation Accuracy: 0.843750
Epoch 5, Batch 402 - Loss: 349.7755 Validation Accuracy: 0.839844
Epoch 5, Batch 403 - Loss: 373.6692 Validation Accuracy: 0.835938
Epoch 5, Batch 404 - Loss: 501.2873 Validation Accuracy: 0.839844
Epoch 5, Batch 405 - Loss: 486.0202 Validation Accuracy: 0.839844
Epoch 5, Batch 406 - Loss: 379.2310 Validation Accuracy: 0.839844
Epoch 5, Batch 407 - Loss: 303.1667 Validation Accuracy: 0.839844
Epoch 5, Batch 408 - Loss: 615.6186 Validation Accuracy: 0.839844
Epoch 5, Batch 409 - Loss: 607.6537 Validation Accuracy: 0.839844
Epoch 5, Batch 410 - Loss: 532.3943 Validation Accuracy: 0.839844
Epoch 5, Batch 411 - Loss: 273.0273 Validation Accuracy: 0.839844
Epoch 5, Batch 412 - Loss: 742.5011 Validation Accuracy: 0.839844
Epoch 5, Batch 413 - Loss: 562.5809 Validation Accuracy: 0.839844
Epoch 5, Batch 414 - Loss: 431.0850 Validation Accuracy: 0.839844
Epoch 5, Batch 415 - Loss: 504.1810 Validation Accuracy: 0.839844
Epoch 5, Batch 416 - Loss: 293.0347 Validation Accuracy: 0.839844
Epoch 5, Batch 417 - Loss: 210.2293 Validation Accuracy: 0.839844
Epoch 5, Batch 418 - Loss: 560.1273 Validation Accuracy: 0.843750
Epoch 5, Batch 419 - Loss: 417.8509 Validation Accuracy: 0.839844
Epoch 5, Batch 420 - Loss: 650.1198 Validation Accuracy: 0.835938
Epoch 5, Batch 421 - Loss: 431.2802 Validation Accuracy: 0.839844
Epoch 5, Batch 422 - Loss: 521.4881 Validation Accuracy: 0.843750
Epoch 5, Batch 423 - Loss: 332.7838 Validation Accuracy: 0.839844
Epoch 5, Batch 424 - Loss: 324.7805 Validation Accuracy: 0.843750
Epoch 5, Batch 425 - Loss: 422.2659 Validation Accuracy: 0.843750
Epoch 5, Batch 426 - Loss: 388.9684 Validation Accuracy: 0.843750
Epoch 5, Batch 427 - Loss: 507.5601 Validation Accuracy: 0.843750
Epoch 5, Batch 428 - Loss: 478.2441 Validation Accuracy: 0.843750
Epoch 5, Batch 429 - Loss: 601.9587 Validation Accuracy: 0.839844
Epoch 6, Batch 1 - Loss: 361.4362 Validation Accuracy: 0.843750
Epoch 6, Batch 2 - Loss: 524.6755 Validation Accuracy: 0.839844
Epoch 6, Batch 3 - Loss: 413.3265 Validation Accuracy: 0.839844
Epoch 6, Batch 4 - Loss: 408.3323 Validation Accuracy: 0.835938
Epoch 6, Batch 5 - Loss: 381.7645 Validation Accuracy: 0.835938
Epoch 6, Batch 6 - Loss: 337.4131 Validation Accuracy: 0.832031
Epoch 6, Batch 7 - Loss: 541.6282 Validation Accuracy: 0.839844
Epoch 6, Batch 8 - Loss: 326.6935 Validation Accuracy: 0.839844
Epoch 6, Batch 9 - Loss: 248.1593 Validation Accuracy: 0.839844
Epoch 6, Batch 10 - Loss: 227.9157 Validation Accuracy: 0.839844
Epoch 6, Batch 11 - Loss: 326.1393 Validation Accuracy: 0.839844
Epoch 6, Batch 12 - Loss: 568.5934 Validation Accuracy: 0.839844
Epoch 6, Batch 13 - Loss: 514.6699 Validation Accuracy: 0.839844
Epoch 6, Batch 14 - Loss: 423.1083 Validation Accuracy: 0.839844
Epoch 6, Batch 15 - Loss: 603.1561 Validation Accuracy: 0.839844
Epoch 6, Batch 16 - Loss: 397.8158 Validation Accuracy: 0.839844
Epoch 6, Batch 17 - Loss: 362.0446 Validation Accuracy: 0.843750
Epoch 6, Batch 18 - Loss: 527.5135 Validation Accuracy: 0.843750
Epoch 6, Batch 19 - Loss: 554.3270 Validation Accuracy: 0.843750
Epoch 6, Batch 20 - Loss: 382.5245 Validation Accuracy: 0.843750
Epoch 6, Batch 21 - Loss: 394.3421 Validation Accuracy: 0.843750
Epoch 6, Batch 22 - Loss: 365.3130 Validation Accuracy: 0.843750
Epoch 6, Batch 23 - Loss: 378.2668 Validation Accuracy: 0.843750
Epoch 6, Batch 24 - Loss: 248.7463 Validation Accuracy: 0.843750
Epoch 6, Batch 25 - Loss: 251.1960 Validation Accuracy: 0.843750
Epoch 6, Batch 26 - Loss: 370.9142 Validation Accuracy: 0.843750
Epoch 6, Batch 27 - Loss: 555.0045 Validation Accuracy: 0.843750
Epoch 6, Batch 28 - Loss: 339.6657 Validation Accuracy: 0.839844
Epoch 6, Batch 29 - Loss: 374.5460 Validation Accuracy: 0.839844
Epoch 6, Batch 30 - Loss: 393.3468 Validation Accuracy: 0.839844
Epoch 6, Batch 31 - Loss: 359.0111 Validation Accuracy: 0.839844
Epoch 6, Batch 32 - Loss: 464.9793 Validation Accuracy: 0.839844
Epoch 6, Batch 33 - Loss: 437.8034 Validation Accuracy: 0.839844
Epoch 6, Batch 34 - Loss: 226.6564 Validation Accuracy: 0.839844
Epoch 6, Batch 35 - Loss: 456.9923 Validation Accuracy: 0.839844
Epoch 6, Batch 36 - Loss: 355.9281 Validation Accuracy: 0.839844
Epoch 6, Batch 37 - Loss: 432.0895 Validation Accuracy: 0.839844
Epoch 6, Batch 38 - Loss: 369.3017 Validation Accuracy: 0.847656
Epoch 6, Batch 39 - Loss: 419.2118 Validation Accuracy: 0.843750
Epoch 6, Batch 40 - Loss: 300.8697 Validation Accuracy: 0.843750
Epoch 6, Batch 41 - Loss: 245.4937 Validation Accuracy: 0.847656
Epoch 6, Batch 42 - Loss: 359.7260 Validation Accuracy: 0.847656
Epoch 6, Batch 43 - Loss: 325.8768 Validation Accuracy: 0.843750
Epoch 6, Batch 44 - Loss: 269.3042 Validation Accuracy: 0.839844
Epoch 6, Batch 45 - Loss: 348.9500 Validation Accuracy: 0.843750
Epoch 6, Batch 46 - Loss: 449.6724 Validation Accuracy: 0.843750
Epoch 6, Batch 47 - Loss: 409.8988 Validation Accuracy: 0.843750
Epoch 6, Batch 48 - Loss: 398.9028 Validation Accuracy: 0.847656
Epoch 6, Batch 49 - Loss: 524.5510 Validation Accuracy: 0.839844
Epoch 6, Batch 50 - Loss: 250.5605 Validation Accuracy: 0.839844
Epoch 6, Batch 51 - Loss: 412.8940 Validation Accuracy: 0.839844
Epoch 6, Batch 52 - Loss: 369.3539 Validation Accuracy: 0.839844
Epoch 6, Batch 53 - Loss: 451.4568 Validation Accuracy: 0.835938
Epoch 6, Batch 54 - Loss: 370.3440 Validation Accuracy: 0.835938
Epoch 6, Batch 55 - Loss: 436.4103 Validation Accuracy: 0.835938
Epoch 6, Batch 56 - Loss: 574.8479 Validation Accuracy: 0.835938
Epoch 6, Batch 57 - Loss: 464.9302 Validation Accuracy: 0.835938
Epoch 6, Batch 58 - Loss: 298.6479 Validation Accuracy: 0.835938
Epoch 6, Batch 59 - Loss: 414.4333 Validation Accuracy: 0.832031
Epoch 6, Batch 60 - Loss: 465.8121 Validation Accuracy: 0.835938
Epoch 6, Batch 61 - Loss: 249.9319 Validation Accuracy: 0.835938
Epoch 6, Batch 62 - Loss: 413.7283 Validation Accuracy: 0.832031
Epoch 6, Batch 63 - Loss: 458.4115 Validation Accuracy: 0.832031
Epoch 6, Batch 64 - Loss: 354.8835 Validation Accuracy: 0.835938
Epoch 6, Batch 65 - Loss: 622.2451 Validation Accuracy: 0.832031
Epoch 6, Batch 66 - Loss: 330.3613 Validation Accuracy: 0.839844
Epoch 6, Batch 67 - Loss: 539.5784 Validation Accuracy: 0.839844
Epoch 6, Batch 68 - Loss: 212.0911 Validation Accuracy: 0.839844
Epoch 6, Batch 69 - Loss: 540.2624 Validation Accuracy: 0.839844
Epoch 6, Batch 70 - Loss: 415.0460 Validation Accuracy: 0.839844
Epoch 6, Batch 71 - Loss: 375.9373 Validation Accuracy: 0.839844
Epoch 6, Batch 72 - Loss: 420.8582 Validation Accuracy: 0.839844
Epoch 6, Batch 73 - Loss: 367.1115 Validation Accuracy: 0.835938
Epoch 6, Batch 74 - Loss: 641.1918 Validation Accuracy: 0.835938
Epoch 6, Batch 75 - Loss: 481.7656 Validation Accuracy: 0.839844
Epoch 6, Batch 76 - Loss: 535.7954 Validation Accuracy: 0.839844
Epoch 6, Batch 77 - Loss: 308.2746 Validation Accuracy: 0.843750
Epoch 6, Batch 78 - Loss: 354.8836 Validation Accuracy: 0.843750
Epoch 6, Batch 79 - Loss: 144.6319 Validation Accuracy: 0.843750
Epoch 6, Batch 80 - Loss: 409.8580 Validation Accuracy: 0.847656
Epoch 6, Batch 81 - Loss: 475.3683 Validation Accuracy: 0.839844
Epoch 6, Batch 82 - Loss: 623.6370 Validation Accuracy: 0.835938
Epoch 6, Batch 83 - Loss: 427.2001 Validation Accuracy: 0.839844
Epoch 6, Batch 84 - Loss: 347.6074 Validation Accuracy: 0.839844
Epoch 6, Batch 85 - Loss: 302.4197 Validation Accuracy: 0.839844
Epoch 6, Batch 86 - Loss: 237.5089 Validation Accuracy: 0.839844
Epoch 6, Batch 87 - Loss: 276.6618 Validation Accuracy: 0.839844
Epoch 6, Batch 88 - Loss: 600.4158 Validation Accuracy: 0.839844
Epoch 6, Batch 89 - Loss: 230.3853 Validation Accuracy: 0.843750
Epoch 6, Batch 90 - Loss: 557.6152 Validation Accuracy: 0.839844
Epoch 6, Batch 91 - Loss: 319.0848 Validation Accuracy: 0.843750
Epoch 6, Batch 92 - Loss: 383.1874 Validation Accuracy: 0.843750
Epoch 6, Batch 93 - Loss: 424.8044 Validation Accuracy: 0.843750
Epoch 6, Batch 94 - Loss: 410.8405 Validation Accuracy: 0.843750
Epoch 6, Batch 95 - Loss: 356.0256 Validation Accuracy: 0.843750
Epoch 6, Batch 96 - Loss: 530.8072 Validation Accuracy: 0.847656
Epoch 6, Batch 97 - Loss: 366.8641 Validation Accuracy: 0.847656
Epoch 6, Batch 98 - Loss: 302.3292 Validation Accuracy: 0.847656
Epoch 6, Batch 99 - Loss: 372.6953 Validation Accuracy: 0.847656
Epoch 6, Batch 100 - Loss: 351.1443 Validation Accuracy: 0.847656
Epoch 6, Batch 101 - Loss: 456.0860 Validation Accuracy: 0.851562
Epoch 6, Batch 102 - Loss: 512.2402 Validation Accuracy: 0.847656
Epoch 6, Batch 103 - Loss: 443.1881 Validation Accuracy: 0.843750
Epoch 6, Batch 104 - Loss: 503.8172 Validation Accuracy: 0.843750
Epoch 6, Batch 105 - Loss: 484.3922 Validation Accuracy: 0.851562
Epoch 6, Batch 106 - Loss: 377.4799 Validation Accuracy: 0.843750
Epoch 6, Batch 107 - Loss: 325.8196 Validation Accuracy: 0.843750
Epoch 6, Batch 108 - Loss: 303.2658 Validation Accuracy: 0.847656
Epoch 6, Batch 109 - Loss: 537.2550 Validation Accuracy: 0.843750
Epoch 6, Batch 110 - Loss: 411.0244 Validation Accuracy: 0.847656
Epoch 6, Batch 111 - Loss: 412.7240 Validation Accuracy: 0.847656
Epoch 6, Batch 112 - Loss: 496.0573 Validation Accuracy: 0.851562
Epoch 6, Batch 113 - Loss: 579.0215 Validation Accuracy: 0.851562
Epoch 6, Batch 114 - Loss: 471.5858 Validation Accuracy: 0.851562
Epoch 6, Batch 115 - Loss: 610.4969 Validation Accuracy: 0.847656
Epoch 6, Batch 116 - Loss: 239.8646 Validation Accuracy: 0.847656
Epoch 6, Batch 117 - Loss: 409.2901 Validation Accuracy: 0.843750
Epoch 6, Batch 118 - Loss: 424.5390 Validation Accuracy: 0.847656
Epoch 6, Batch 119 - Loss: 334.2636 Validation Accuracy: 0.851562
Epoch 6, Batch 120 - Loss: 398.7700 Validation Accuracy: 0.847656
Epoch 6, Batch 121 - Loss: 275.7577 Validation Accuracy: 0.851562
Epoch 6, Batch 122 - Loss: 422.4250 Validation Accuracy: 0.855469
Epoch 6, Batch 123 - Loss: 368.5863 Validation Accuracy: 0.855469
Epoch 6, Batch 124 - Loss: 503.4553 Validation Accuracy: 0.847656
Epoch 6, Batch 125 - Loss: 326.8755 Validation Accuracy: 0.843750
Epoch 6, Batch 126 - Loss: 478.4487 Validation Accuracy: 0.843750
Epoch 6, Batch 127 - Loss: 463.4564 Validation Accuracy: 0.847656
Epoch 6, Batch 128 - Loss: 382.4158 Validation Accuracy: 0.847656
Epoch 6, Batch 129 - Loss: 495.6586 Validation Accuracy: 0.847656
Epoch 6, Batch 130 - Loss: 382.8841 Validation Accuracy: 0.847656
Epoch 6, Batch 131 - Loss: 408.5056 Validation Accuracy: 0.839844
Epoch 6, Batch 132 - Loss: 556.7347 Validation Accuracy: 0.843750
Epoch 6, Batch 133 - Loss: 567.5905 Validation Accuracy: 0.843750
Epoch 6, Batch 134 - Loss: 283.0881 Validation Accuracy: 0.839844
Epoch 6, Batch 135 - Loss: 246.4464 Validation Accuracy: 0.843750
Epoch 6, Batch 136 - Loss: 523.2609 Validation Accuracy: 0.843750
Epoch 6, Batch 137 - Loss: 282.2487 Validation Accuracy: 0.843750
Epoch 6, Batch 138 - Loss: 421.6422 Validation Accuracy: 0.843750
Epoch 6, Batch 139 - Loss: 361.3766 Validation Accuracy: 0.843750
Epoch 6, Batch 140 - Loss: 469.8270 Validation Accuracy: 0.843750
Epoch 6, Batch 141 - Loss: 198.3825 Validation Accuracy: 0.843750
Epoch 6, Batch 142 - Loss: 280.6842 Validation Accuracy: 0.843750
Epoch 6, Batch 143 - Loss: 525.0838 Validation Accuracy: 0.843750
Epoch 6, Batch 144 - Loss: 372.8499 Validation Accuracy: 0.847656
Epoch 6, Batch 145 - Loss: 641.7085 Validation Accuracy: 0.843750
Epoch 6, Batch 146 - Loss: 245.6860 Validation Accuracy: 0.847656
Epoch 6, Batch 147 - Loss: 363.7886 Validation Accuracy: 0.847656
Epoch 6, Batch 148 - Loss: 360.0371 Validation Accuracy: 0.847656
Epoch 6, Batch 149 - Loss: 497.7917 Validation Accuracy: 0.839844
Epoch 6, Batch 150 - Loss: 594.4672 Validation Accuracy: 0.839844
Epoch 6, Batch 151 - Loss: 505.5123 Validation Accuracy: 0.843750
Epoch 6, Batch 152 - Loss: 344.6367 Validation Accuracy: 0.843750
Epoch 6, Batch 153 - Loss: 329.4454 Validation Accuracy: 0.847656
Epoch 6, Batch 154 - Loss: 395.5761 Validation Accuracy: 0.843750
Epoch 6, Batch 155 - Loss: 390.2838 Validation Accuracy: 0.847656
Epoch 6, Batch 156 - Loss: 414.0069 Validation Accuracy: 0.835938
Epoch 6, Batch 157 - Loss: 574.3825 Validation Accuracy: 0.835938
Epoch 6, Batch 158 - Loss: 507.2516 Validation Accuracy: 0.839844
Epoch 6, Batch 159 - Loss: 181.4627 Validation Accuracy: 0.835938
Epoch 6, Batch 160 - Loss: 358.4506 Validation Accuracy: 0.835938
Epoch 6, Batch 161 - Loss: 291.4844 Validation Accuracy: 0.839844
Epoch 6, Batch 162 - Loss: 299.5933 Validation Accuracy: 0.839844
Epoch 6, Batch 163 - Loss: 305.8807 Validation Accuracy: 0.839844
Epoch 6, Batch 164 - Loss: 305.6227 Validation Accuracy: 0.839844
Epoch 6, Batch 165 - Loss: 372.0153 Validation Accuracy: 0.839844
Epoch 6, Batch 166 - Loss: 453.8227 Validation Accuracy: 0.839844
Epoch 6, Batch 167 - Loss: 470.0093 Validation Accuracy: 0.839844
Epoch 6, Batch 168 - Loss: 336.3798 Validation Accuracy: 0.847656
Epoch 6, Batch 169 - Loss: 294.5590 Validation Accuracy: 0.843750
Epoch 6, Batch 170 - Loss: 413.6354 Validation Accuracy: 0.847656
Epoch 6, Batch 171 - Loss: 342.7248 Validation Accuracy: 0.847656
Epoch 6, Batch 172 - Loss: 320.9637 Validation Accuracy: 0.847656
Epoch 6, Batch 173 - Loss: 497.9620 Validation Accuracy: 0.847656
Epoch 6, Batch 174 - Loss: 288.7764 Validation Accuracy: 0.847656
Epoch 6, Batch 175 - Loss: 275.2749 Validation Accuracy: 0.843750
Epoch 6, Batch 176 - Loss: 575.8613 Validation Accuracy: 0.847656
Epoch 6, Batch 177 - Loss: 403.4834 Validation Accuracy: 0.843750
Epoch 6, Batch 178 - Loss: 332.0759 Validation Accuracy: 0.843750
Epoch 6, Batch 179 - Loss: 445.0696 Validation Accuracy: 0.843750
Epoch 6, Batch 180 - Loss: 539.2358 Validation Accuracy: 0.843750
Epoch 6, Batch 181 - Loss: 409.2565 Validation Accuracy: 0.843750
Epoch 6, Batch 182 - Loss: 534.9515 Validation Accuracy: 0.843750
Epoch 6, Batch 183 - Loss: 357.4960 Validation Accuracy: 0.847656
Epoch 6, Batch 184 - Loss: 566.4658 Validation Accuracy: 0.847656
Epoch 6, Batch 185 - Loss: 394.9631 Validation Accuracy: 0.847656
Epoch 6, Batch 186 - Loss: 481.2621 Validation Accuracy: 0.847656
Epoch 6, Batch 187 - Loss: 357.0735 Validation Accuracy: 0.847656
Epoch 6, Batch 188 - Loss: 379.5740 Validation Accuracy: 0.847656
Epoch 6, Batch 189 - Loss: 393.3783 Validation Accuracy: 0.847656
Epoch 6, Batch 190 - Loss: 355.9847 Validation Accuracy: 0.847656
Epoch 6, Batch 191 - Loss: 219.3484 Validation Accuracy: 0.847656
Epoch 6, Batch 192 - Loss: 277.3507 Validation Accuracy: 0.851562
Epoch 6, Batch 193 - Loss: 386.0175 Validation Accuracy: 0.847656
Epoch 6, Batch 194 - Loss: 630.2135 Validation Accuracy: 0.847656
Epoch 6, Batch 195 - Loss: 580.6501 Validation Accuracy: 0.847656
Epoch 6, Batch 196 - Loss: 315.5623 Validation Accuracy: 0.847656
Epoch 6, Batch 197 - Loss: 340.8871 Validation Accuracy: 0.851562
Epoch 6, Batch 198 - Loss: 406.1904 Validation Accuracy: 0.851562
Epoch 6, Batch 199 - Loss: 262.9767 Validation Accuracy: 0.847656
Epoch 6, Batch 200 - Loss: 301.6473 Validation Accuracy: 0.847656
Epoch 6, Batch 201 - Loss: 571.1265 Validation Accuracy: 0.851562
Epoch 6, Batch 202 - Loss: 482.7470 Validation Accuracy: 0.847656
Epoch 6, Batch 203 - Loss: 421.4577 Validation Accuracy: 0.851562
Epoch 6, Batch 204 - Loss: 472.8606 Validation Accuracy: 0.851562
Epoch 6, Batch 205 - Loss: 370.3676 Validation Accuracy: 0.851562
Epoch 6, Batch 206 - Loss: 334.8072 Validation Accuracy: 0.851562
Epoch 6, Batch 207 - Loss: 290.8881 Validation Accuracy: 0.851562
Epoch 6, Batch 208 - Loss: 317.2713 Validation Accuracy: 0.855469
Epoch 6, Batch 209 - Loss: 223.0543 Validation Accuracy: 0.851562
Epoch 6, Batch 210 - Loss: 330.6220 Validation Accuracy: 0.847656
Epoch 6, Batch 211 - Loss: 331.8040 Validation Accuracy: 0.847656
Epoch 6, Batch 212 - Loss: 380.7151 Validation Accuracy: 0.847656
Epoch 6, Batch 213 - Loss: 367.6890 Validation Accuracy: 0.847656
Epoch 6, Batch 214 - Loss: 428.8306 Validation Accuracy: 0.847656
Epoch 6, Batch 215 - Loss: 549.1178 Validation Accuracy: 0.851562
Epoch 6, Batch 216 - Loss: 298.2116 Validation Accuracy: 0.843750
Epoch 6, Batch 217 - Loss: 461.1298 Validation Accuracy: 0.847656
Epoch 6, Batch 218 - Loss: 306.3638 Validation Accuracy: 0.847656
Epoch 6, Batch 219 - Loss: 474.7874 Validation Accuracy: 0.839844
Epoch 6, Batch 220 - Loss: 414.2750 Validation Accuracy: 0.843750
Epoch 6, Batch 221 - Loss: 321.4814 Validation Accuracy: 0.847656
Epoch 6, Batch 222 - Loss: 348.8066 Validation Accuracy: 0.843750
Epoch 6, Batch 223 - Loss: 449.3080 Validation Accuracy: 0.843750
Epoch 6, Batch 224 - Loss: 392.2871 Validation Accuracy: 0.843750
Epoch 6, Batch 225 - Loss: 429.0143 Validation Accuracy: 0.839844
Epoch 6, Batch 226 - Loss: 242.6303 Validation Accuracy: 0.839844
Epoch 6, Batch 227 - Loss: 394.7689 Validation Accuracy: 0.839844
Epoch 6, Batch 228 - Loss: 466.6805 Validation Accuracy: 0.839844
Epoch 6, Batch 229 - Loss: 319.9243 Validation Accuracy: 0.847656
Epoch 6, Batch 230 - Loss: 226.5329 Validation Accuracy: 0.843750
Epoch 6, Batch 231 - Loss: 353.9233 Validation Accuracy: 0.843750
Epoch 6, Batch 232 - Loss: 381.6149 Validation Accuracy: 0.847656
Epoch 6, Batch 233 - Loss: 191.0606 Validation Accuracy: 0.851562
Epoch 6, Batch 234 - Loss: 501.6832 Validation Accuracy: 0.839844
Epoch 6, Batch 235 - Loss: 393.7412 Validation Accuracy: 0.847656
Epoch 6, Batch 236 - Loss: 594.0620 Validation Accuracy: 0.851562
Epoch 6, Batch 237 - Loss: 269.3754 Validation Accuracy: 0.847656
Epoch 6, Batch 238 - Loss: 539.0792 Validation Accuracy: 0.851562
Epoch 6, Batch 239 - Loss: 265.4943 Validation Accuracy: 0.851562
Epoch 6, Batch 240 - Loss: 444.9695 Validation Accuracy: 0.847656
Epoch 6, Batch 241 - Loss: 339.1357 Validation Accuracy: 0.847656
Epoch 6, Batch 242 - Loss: 255.9490 Validation Accuracy: 0.851562
Epoch 6, Batch 243 - Loss: 272.1860 Validation Accuracy: 0.851562
Epoch 6, Batch 244 - Loss: 309.5933 Validation Accuracy: 0.847656
Epoch 6, Batch 245 - Loss: 468.8624 Validation Accuracy: 0.847656
Epoch 6, Batch 246 - Loss: 357.2404 Validation Accuracy: 0.847656
Epoch 6, Batch 247 - Loss: 516.3338 Validation Accuracy: 0.847656
Epoch 6, Batch 248 - Loss: 537.6295 Validation Accuracy: 0.847656
Epoch 6, Batch 249 - Loss: 372.3799 Validation Accuracy: 0.847656
Epoch 6, Batch 250 - Loss: 694.5059 Validation Accuracy: 0.847656
Epoch 6, Batch 251 - Loss: 394.5937 Validation Accuracy: 0.851562
Epoch 6, Batch 252 - Loss: 292.6779 Validation Accuracy: 0.851562
Epoch 6, Batch 253 - Loss: 206.1683 Validation Accuracy: 0.855469
Epoch 6, Batch 254 - Loss: 364.5334 Validation Accuracy: 0.855469
Epoch 6, Batch 255 - Loss: 420.2908 Validation Accuracy: 0.855469
Epoch 6, Batch 256 - Loss: 253.7507 Validation Accuracy: 0.855469
Epoch 6, Batch 257 - Loss: 246.5552 Validation Accuracy: 0.855469
Epoch 6, Batch 258 - Loss: 477.2147 Validation Accuracy: 0.851562
Epoch 6, Batch 259 - Loss: 506.5429 Validation Accuracy: 0.851562
Epoch 6, Batch 260 - Loss: 436.3144 Validation Accuracy: 0.851562
Epoch 6, Batch 261 - Loss: 287.9460 Validation Accuracy: 0.851562
Epoch 6, Batch 262 - Loss: 510.1294 Validation Accuracy: 0.851562
Epoch 6, Batch 263 - Loss: 314.6203 Validation Accuracy: 0.851562
Epoch 6, Batch 264 - Loss: 353.0001 Validation Accuracy: 0.851562
Epoch 6, Batch 265 - Loss: 320.6768 Validation Accuracy: 0.851562
Epoch 6, Batch 266 - Loss: 230.1503 Validation Accuracy: 0.851562
Epoch 6, Batch 267 - Loss: 318.2368 Validation Accuracy: 0.851562
Epoch 6, Batch 268 - Loss: 265.2902 Validation Accuracy: 0.851562
Epoch 6, Batch 269 - Loss: 276.7845 Validation Accuracy: 0.851562
Epoch 6, Batch 270 - Loss: 381.9584 Validation Accuracy: 0.851562
Epoch 6, Batch 271 - Loss: 544.0732 Validation Accuracy: 0.851562
Epoch 6, Batch 272 - Loss: 439.2701 Validation Accuracy: 0.851562
Epoch 6, Batch 273 - Loss: 485.8902 Validation Accuracy: 0.851562
Epoch 6, Batch 274 - Loss: 327.0183 Validation Accuracy: 0.851562
Epoch 6, Batch 275 - Loss: 508.2372 Validation Accuracy: 0.851562
Epoch 6, Batch 276 - Loss: 383.2806 Validation Accuracy: 0.851562
Epoch 6, Batch 277 - Loss: 551.5485 Validation Accuracy: 0.851562
Epoch 6, Batch 278 - Loss: 352.7866 Validation Accuracy: 0.851562
Epoch 6, Batch 279 - Loss: 383.4518 Validation Accuracy: 0.855469
Epoch 6, Batch 280 - Loss: 303.9020 Validation Accuracy: 0.855469
Epoch 6, Batch 281 - Loss: 349.5694 Validation Accuracy: 0.851562
Epoch 6, Batch 282 - Loss: 454.8280 Validation Accuracy: 0.847656
Epoch 6, Batch 283 - Loss: 353.0427 Validation Accuracy: 0.847656
Epoch 6, Batch 284 - Loss: 386.9619 Validation Accuracy: 0.851562
Epoch 6, Batch 285 - Loss: 450.3837 Validation Accuracy: 0.851562
Epoch 6, Batch 286 - Loss: 283.8340 Validation Accuracy: 0.851562
Epoch 6, Batch 287 - Loss: 328.0837 Validation Accuracy: 0.847656
Epoch 6, Batch 288 - Loss: 389.4224 Validation Accuracy: 0.851562
Epoch 6, Batch 289 - Loss: 457.6458 Validation Accuracy: 0.851562
Epoch 6, Batch 290 - Loss: 398.9730 Validation Accuracy: 0.847656
Epoch 6, Batch 291 - Loss: 399.4642 Validation Accuracy: 0.847656
Epoch 6, Batch 292 - Loss: 405.9024 Validation Accuracy: 0.851562
Epoch 6, Batch 293 - Loss: 456.2609 Validation Accuracy: 0.847656
Epoch 6, Batch 294 - Loss: 272.3714 Validation Accuracy: 0.843750
Epoch 6, Batch 295 - Loss: 267.0810 Validation Accuracy: 0.847656
Epoch 6, Batch 296 - Loss: 354.2852 Validation Accuracy: 0.843750
Epoch 6, Batch 297 - Loss: 350.0241 Validation Accuracy: 0.847656
Epoch 6, Batch 298 - Loss: 380.5340 Validation Accuracy: 0.843750
Epoch 6, Batch 299 - Loss: 335.4703 Validation Accuracy: 0.843750
Epoch 6, Batch 300 - Loss: 289.7289 Validation Accuracy: 0.847656
Epoch 6, Batch 301 - Loss: 202.9354 Validation Accuracy: 0.847656
Epoch 6, Batch 302 - Loss: 233.2827 Validation Accuracy: 0.847656
Epoch 6, Batch 303 - Loss: 504.1906 Validation Accuracy: 0.847656
Epoch 6, Batch 304 - Loss: 559.9266 Validation Accuracy: 0.843750
Epoch 6, Batch 305 - Loss: 629.8490 Validation Accuracy: 0.843750
Epoch 6, Batch 306 - Loss: 353.1173 Validation Accuracy: 0.843750
Epoch 6, Batch 307 - Loss: 498.5063 Validation Accuracy: 0.851562
Epoch 6, Batch 308 - Loss: 383.0154 Validation Accuracy: 0.855469
Epoch 6, Batch 309 - Loss: 366.7400 Validation Accuracy: 0.851562
Epoch 6, Batch 310 - Loss: 463.7743 Validation Accuracy: 0.851562
Epoch 6, Batch 311 - Loss: 385.8737 Validation Accuracy: 0.851562
Epoch 6, Batch 312 - Loss: 379.2202 Validation Accuracy: 0.847656
Epoch 6, Batch 313 - Loss: 440.7739 Validation Accuracy: 0.847656
Epoch 6, Batch 314 - Loss: 299.7411 Validation Accuracy: 0.843750
Epoch 6, Batch 315 - Loss: 224.4379 Validation Accuracy: 0.847656
Epoch 6, Batch 316 - Loss: 492.7524 Validation Accuracy: 0.851562
Epoch 6, Batch 317 - Loss: 399.5972 Validation Accuracy: 0.847656
Epoch 6, Batch 318 - Loss: 269.5940 Validation Accuracy: 0.851562
Epoch 6, Batch 319 - Loss: 326.7722 Validation Accuracy: 0.847656
Epoch 6, Batch 320 - Loss: 523.9528 Validation Accuracy: 0.851562
Epoch 6, Batch 321 - Loss: 278.1435 Validation Accuracy: 0.843750
Epoch 6, Batch 322 - Loss: 305.0286 Validation Accuracy: 0.847656
Epoch 6, Batch 323 - Loss: 522.5914 Validation Accuracy: 0.847656
Epoch 6, Batch 324 - Loss: 337.7378 Validation Accuracy: 0.851562
Epoch 6, Batch 325 - Loss: 345.3453 Validation Accuracy: 0.847656
Epoch 6, Batch 326 - Loss: 453.1666 Validation Accuracy: 0.851562
Epoch 6, Batch 327 - Loss: 475.0555 Validation Accuracy: 0.851562
Epoch 6, Batch 328 - Loss: 318.4181 Validation Accuracy: 0.851562
Epoch 6, Batch 329 - Loss: 451.5735 Validation Accuracy: 0.851562
Epoch 6, Batch 330 - Loss: 350.4490 Validation Accuracy: 0.851562
Epoch 6, Batch 331 - Loss: 393.6484 Validation Accuracy: 0.851562
Epoch 6, Batch 332 - Loss: 352.3799 Validation Accuracy: 0.851562
Epoch 6, Batch 333 - Loss: 492.8360 Validation Accuracy: 0.843750
Epoch 6, Batch 334 - Loss: 315.9281 Validation Accuracy: 0.847656
Epoch 6, Batch 335 - Loss: 376.5208 Validation Accuracy: 0.843750
Epoch 6, Batch 336 - Loss: 326.6523 Validation Accuracy: 0.847656
Epoch 6, Batch 337 - Loss: 427.3152 Validation Accuracy: 0.843750
Epoch 6, Batch 338 - Loss: 507.3373 Validation Accuracy: 0.843750
Epoch 6, Batch 339 - Loss: 266.2991 Validation Accuracy: 0.847656
Epoch 6, Batch 340 - Loss: 137.0293 Validation Accuracy: 0.847656
Epoch 6, Batch 341 - Loss: 449.0615 Validation Accuracy: 0.843750
Epoch 6, Batch 342 - Loss: 365.2903 Validation Accuracy: 0.839844
Epoch 6, Batch 343 - Loss: 326.6618 Validation Accuracy: 0.843750
Epoch 6, Batch 344 - Loss: 433.3765 Validation Accuracy: 0.843750
Epoch 6, Batch 345 - Loss: 373.6382 Validation Accuracy: 0.839844
Epoch 6, Batch 346 - Loss: 305.8331 Validation Accuracy: 0.843750
Epoch 6, Batch 347 - Loss: 249.4996 Validation Accuracy: 0.843750
Epoch 6, Batch 348 - Loss: 369.6766 Validation Accuracy: 0.843750
Epoch 6, Batch 349 - Loss: 285.9690 Validation Accuracy: 0.839844
Epoch 6, Batch 350 - Loss: 247.4911 Validation Accuracy: 0.839844
Epoch 6, Batch 351 - Loss: 320.5110 Validation Accuracy: 0.839844
Epoch 6, Batch 352 - Loss: 527.6809 Validation Accuracy: 0.839844
Epoch 6, Batch 353 - Loss: 479.7978 Validation Accuracy: 0.839844
Epoch 6, Batch 354 - Loss: 374.6114 Validation Accuracy: 0.843750
Epoch 6, Batch 355 - Loss: 382.4965 Validation Accuracy: 0.843750
Epoch 6, Batch 356 - Loss: 431.7700 Validation Accuracy: 0.843750
Epoch 6, Batch 357 - Loss: 448.0151 Validation Accuracy: 0.843750
Epoch 6, Batch 358 - Loss: 414.2061 Validation Accuracy: 0.843750
Epoch 6, Batch 359 - Loss: 325.3307 Validation Accuracy: 0.843750
Epoch 6, Batch 360 - Loss: 144.2123 Validation Accuracy: 0.843750
Epoch 6, Batch 361 - Loss: 450.7063 Validation Accuracy: 0.843750
Epoch 6, Batch 362 - Loss: 376.7959 Validation Accuracy: 0.835938
Epoch 6, Batch 363 - Loss: 402.5024 Validation Accuracy: 0.839844
Epoch 6, Batch 364 - Loss: 240.9046 Validation Accuracy: 0.843750
Epoch 6, Batch 365 - Loss: 442.3268 Validation Accuracy: 0.843750
Epoch 6, Batch 366 - Loss: 384.8635 Validation Accuracy: 0.843750
Epoch 6, Batch 367 - Loss: 354.8503 Validation Accuracy: 0.843750
Epoch 6, Batch 368 - Loss: 279.8170 Validation Accuracy: 0.843750
Epoch 6, Batch 369 - Loss: 258.8625 Validation Accuracy: 0.843750
Epoch 6, Batch 370 - Loss: 473.9836 Validation Accuracy: 0.843750
Epoch 6, Batch 371 - Loss: 293.5245 Validation Accuracy: 0.843750
Epoch 6, Batch 372 - Loss: 359.0186 Validation Accuracy: 0.843750
Epoch 6, Batch 373 - Loss: 291.7448 Validation Accuracy: 0.843750
Epoch 6, Batch 374 - Loss: 399.7903 Validation Accuracy: 0.847656
Epoch 6, Batch 375 - Loss: 285.8329 Validation Accuracy: 0.847656
Epoch 6, Batch 376 - Loss: 181.1373 Validation Accuracy: 0.847656
Epoch 6, Batch 377 - Loss: 360.0765 Validation Accuracy: 0.847656
Epoch 6, Batch 378 - Loss: 512.3472 Validation Accuracy: 0.847656
Epoch 6, Batch 379 - Loss: 289.6753 Validation Accuracy: 0.847656
Epoch 6, Batch 380 - Loss: 342.3544 Validation Accuracy: 0.847656
Epoch 6, Batch 381 - Loss: 252.1680 Validation Accuracy: 0.847656
Epoch 6, Batch 382 - Loss: 373.8448 Validation Accuracy: 0.843750
Epoch 6, Batch 383 - Loss: 246.2363 Validation Accuracy: 0.843750
Epoch 6, Batch 384 - Loss: 256.2488 Validation Accuracy: 0.843750
Epoch 6, Batch 385 - Loss: 391.0587 Validation Accuracy: 0.847656
Epoch 6, Batch 386 - Loss: 433.8386 Validation Accuracy: 0.843750
Epoch 6, Batch 387 - Loss: 358.8920 Validation Accuracy: 0.843750
Epoch 6, Batch 388 - Loss: 697.9352 Validation Accuracy: 0.843750
Epoch 6, Batch 389 - Loss: 350.9612 Validation Accuracy: 0.843750
Epoch 6, Batch 390 - Loss: 553.0591 Validation Accuracy: 0.847656
Epoch 6, Batch 391 - Loss: 346.7438 Validation Accuracy: 0.847656
Epoch 6, Batch 392 - Loss: 395.0430 Validation Accuracy: 0.847656
Epoch 6, Batch 393 - Loss: 536.7285 Validation Accuracy: 0.847656
Epoch 6, Batch 394 - Loss: 489.9941 Validation Accuracy: 0.847656
Epoch 6, Batch 395 - Loss: 434.3677 Validation Accuracy: 0.847656
Epoch 6, Batch 396 - Loss: 443.5338 Validation Accuracy: 0.847656
Epoch 6, Batch 397 - Loss: 192.6642 Validation Accuracy: 0.847656
Epoch 6, Batch 398 - Loss: 260.9774 Validation Accuracy: 0.847656
Epoch 6, Batch 399 - Loss: 339.5823 Validation Accuracy: 0.847656
Epoch 6, Batch 400 - Loss: 264.6649 Validation Accuracy: 0.847656
Epoch 6, Batch 401 - Loss: 501.9543 Validation Accuracy: 0.847656
Epoch 6, Batch 402 - Loss: 144.5504 Validation Accuracy: 0.847656
Epoch 6, Batch 403 - Loss: 439.5309 Validation Accuracy: 0.847656
Epoch 6, Batch 404 - Loss: 355.5401 Validation Accuracy: 0.847656
Epoch 6, Batch 405 - Loss: 334.3345 Validation Accuracy: 0.847656
Epoch 6, Batch 406 - Loss: 287.6243 Validation Accuracy: 0.847656
Epoch 6, Batch 407 - Loss: 347.2448 Validation Accuracy: 0.847656
Epoch 6, Batch 408 - Loss: 392.3308 Validation Accuracy: 0.847656
Epoch 6, Batch 409 - Loss: 457.3710 Validation Accuracy: 0.847656
Epoch 6, Batch 410 - Loss: 392.7492 Validation Accuracy: 0.847656
Epoch 6, Batch 411 - Loss: 349.8357 Validation Accuracy: 0.847656
Epoch 6, Batch 412 - Loss: 433.1709 Validation Accuracy: 0.847656
Epoch 6, Batch 413 - Loss: 395.7938 Validation Accuracy: 0.851562
Epoch 6, Batch 414 - Loss: 339.2093 Validation Accuracy: 0.851562
Epoch 6, Batch 415 - Loss: 356.8003 Validation Accuracy: 0.851562
Epoch 6, Batch 416 - Loss: 235.0923 Validation Accuracy: 0.851562
Epoch 6, Batch 417 - Loss: 218.2608 Validation Accuracy: 0.851562
Epoch 6, Batch 418 - Loss: 334.1773 Validation Accuracy: 0.851562
Epoch 6, Batch 419 - Loss: 315.1531 Validation Accuracy: 0.851562
Epoch 6, Batch 420 - Loss: 412.6479 Validation Accuracy: 0.855469
Epoch 6, Batch 421 - Loss: 456.2625 Validation Accuracy: 0.847656
Epoch 6, Batch 422 - Loss: 505.8248 Validation Accuracy: 0.851562
Epoch 6, Batch 423 - Loss: 297.8545 Validation Accuracy: 0.851562
Epoch 6, Batch 424 - Loss: 282.3036 Validation Accuracy: 0.851562
Epoch 6, Batch 425 - Loss: 518.5876 Validation Accuracy: 0.851562
Epoch 6, Batch 426 - Loss: 325.1713 Validation Accuracy: 0.851562
Epoch 6, Batch 427 - Loss: 458.1111 Validation Accuracy: 0.851562
Epoch 6, Batch 428 - Loss: 393.0872 Validation Accuracy: 0.847656
Epoch 6, Batch 429 - Loss: 294.5414 Validation Accuracy: 0.851562
Epoch 7, Batch 1 - Loss: 122.5905 Validation Accuracy: 0.851562
Epoch 7, Batch 2 - Loss: 615.9710 Validation Accuracy: 0.851562
Epoch 7, Batch 3 - Loss: 351.7935 Validation Accuracy: 0.851562
Epoch 7, Batch 4 - Loss: 364.1749 Validation Accuracy: 0.851562
Epoch 7, Batch 5 - Loss: 362.2878 Validation Accuracy: 0.851562
Epoch 7, Batch 6 - Loss: 393.9091 Validation Accuracy: 0.851562
Epoch 7, Batch 7 - Loss: 235.1299 Validation Accuracy: 0.851562
Epoch 7, Batch 8 - Loss: 337.8372 Validation Accuracy: 0.851562
Epoch 7, Batch 9 - Loss: 263.5821 Validation Accuracy: 0.851562
Epoch 7, Batch 10 - Loss: 340.9994 Validation Accuracy: 0.851562
Epoch 7, Batch 11 - Loss: 377.6214 Validation Accuracy: 0.851562
Epoch 7, Batch 12 - Loss: 253.8413 Validation Accuracy: 0.851562
Epoch 7, Batch 13 - Loss: 475.4526 Validation Accuracy: 0.851562
Epoch 7, Batch 14 - Loss: 308.9792 Validation Accuracy: 0.851562
Epoch 7, Batch 15 - Loss: 363.9105 Validation Accuracy: 0.851562
Epoch 7, Batch 16 - Loss: 328.7097 Validation Accuracy: 0.851562
Epoch 7, Batch 17 - Loss: 253.0580 Validation Accuracy: 0.851562
Epoch 7, Batch 18 - Loss: 321.1044 Validation Accuracy: 0.851562
Epoch 7, Batch 19 - Loss: 309.2117 Validation Accuracy: 0.851562
Epoch 7, Batch 20 - Loss: 258.9372 Validation Accuracy: 0.851562
Epoch 7, Batch 21 - Loss: 317.1818 Validation Accuracy: 0.855469
Epoch 7, Batch 22 - Loss: 328.8081 Validation Accuracy: 0.851562
Epoch 7, Batch 23 - Loss: 279.7762 Validation Accuracy: 0.859375
Epoch 7, Batch 24 - Loss: 384.1956 Validation Accuracy: 0.859375
Epoch 7, Batch 25 - Loss: 268.1105 Validation Accuracy: 0.855469
Epoch 7, Batch 26 - Loss: 355.3401 Validation Accuracy: 0.851562
Epoch 7, Batch 27 - Loss: 296.8664 Validation Accuracy: 0.855469
Epoch 7, Batch 28 - Loss: 228.9021 Validation Accuracy: 0.855469
Epoch 7, Batch 29 - Loss: 447.5113 Validation Accuracy: 0.859375
Epoch 7, Batch 30 - Loss: 311.6735 Validation Accuracy: 0.855469
Epoch 7, Batch 31 - Loss: 286.5316 Validation Accuracy: 0.859375
Epoch 7, Batch 32 - Loss: 327.3196 Validation Accuracy: 0.855469
Epoch 7, Batch 33 - Loss: 425.3743 Validation Accuracy: 0.855469
Epoch 7, Batch 34 - Loss: 341.6041 Validation Accuracy: 0.855469
Epoch 7, Batch 35 - Loss: 270.3272 Validation Accuracy: 0.855469
Epoch 7, Batch 36 - Loss: 460.2343 Validation Accuracy: 0.859375
Epoch 7, Batch 37 - Loss: 345.9244 Validation Accuracy: 0.859375
Epoch 7, Batch 38 - Loss: 422.4957 Validation Accuracy: 0.855469
Epoch 7, Batch 39 - Loss: 276.4938 Validation Accuracy: 0.855469
Epoch 7, Batch 40 - Loss: 486.7668 Validation Accuracy: 0.851562
Epoch 7, Batch 41 - Loss: 314.3120 Validation Accuracy: 0.851562
Epoch 7, Batch 42 - Loss: 400.3423 Validation Accuracy: 0.859375
Epoch 7, Batch 43 - Loss: 491.6733 Validation Accuracy: 0.859375
Epoch 7, Batch 44 - Loss: 206.5082 Validation Accuracy: 0.859375
Epoch 7, Batch 45 - Loss: 371.2748 Validation Accuracy: 0.859375
Epoch 7, Batch 46 - Loss: 199.4864 Validation Accuracy: 0.859375
Epoch 7, Batch 47 - Loss: 482.9569 Validation Accuracy: 0.859375
Epoch 7, Batch 48 - Loss: 410.9427 Validation Accuracy: 0.855469
Epoch 7, Batch 49 - Loss: 229.9973 Validation Accuracy: 0.855469
Epoch 7, Batch 50 - Loss: 463.3672 Validation Accuracy: 0.855469
Epoch 7, Batch 51 - Loss: 410.6732 Validation Accuracy: 0.855469
Epoch 7, Batch 52 - Loss: 351.0116 Validation Accuracy: 0.855469
Epoch 7, Batch 53 - Loss: 205.2245 Validation Accuracy: 0.851562
Epoch 7, Batch 54 - Loss: 375.1935 Validation Accuracy: 0.855469
Epoch 7, Batch 55 - Loss: 406.8571 Validation Accuracy: 0.855469
Epoch 7, Batch 56 - Loss: 415.7374 Validation Accuracy: 0.855469
Epoch 7, Batch 57 - Loss: 636.1173 Validation Accuracy: 0.855469
Epoch 7, Batch 58 - Loss: 372.6589 Validation Accuracy: 0.855469
Epoch 7, Batch 59 - Loss: 287.4083 Validation Accuracy: 0.855469
Epoch 7, Batch 60 - Loss: 278.2749 Validation Accuracy: 0.851562
Epoch 7, Batch 61 - Loss: 229.1173 Validation Accuracy: 0.855469
Epoch 7, Batch 62 - Loss: 128.4187 Validation Accuracy: 0.855469
Epoch 7, Batch 63 - Loss: 470.9969 Validation Accuracy: 0.855469
Epoch 7, Batch 64 - Loss: 397.7369 Validation Accuracy: 0.859375
Epoch 7, Batch 65 - Loss: 278.4617 Validation Accuracy: 0.855469
Epoch 7, Batch 66 - Loss: 294.3073 Validation Accuracy: 0.855469
Epoch 7, Batch 67 - Loss: 350.0899 Validation Accuracy: 0.855469
Epoch 7, Batch 68 - Loss: 352.4313 Validation Accuracy: 0.851562
Epoch 7, Batch 69 - Loss: 457.6542 Validation Accuracy: 0.851562
Epoch 7, Batch 70 - Loss: 439.2658 Validation Accuracy: 0.851562
Epoch 7, Batch 71 - Loss: 357.4581 Validation Accuracy: 0.855469
Epoch 7, Batch 72 - Loss: 322.7868 Validation Accuracy: 0.855469
Epoch 7, Batch 73 - Loss: 318.9885 Validation Accuracy: 0.855469
Epoch 7, Batch 74 - Loss: 217.5073 Validation Accuracy: 0.855469
Epoch 7, Batch 75 - Loss: 302.2928 Validation Accuracy: 0.855469
Epoch 7, Batch 76 - Loss: 530.8346 Validation Accuracy: 0.855469
Epoch 7, Batch 77 - Loss: 354.0839 Validation Accuracy: 0.851562
Epoch 7, Batch 78 - Loss: 447.2057 Validation Accuracy: 0.851562
Epoch 7, Batch 79 - Loss: 386.9562 Validation Accuracy: 0.851562
Epoch 7, Batch 80 - Loss: 275.1988 Validation Accuracy: 0.851562
Epoch 7, Batch 81 - Loss: 550.0750 Validation Accuracy: 0.851562
Epoch 7, Batch 82 - Loss: 383.0739 Validation Accuracy: 0.851562
Epoch 7, Batch 83 - Loss: 112.0231 Validation Accuracy: 0.851562
Epoch 7, Batch 84 - Loss: 365.2051 Validation Accuracy: 0.851562
Epoch 7, Batch 85 - Loss: 317.8043 Validation Accuracy: 0.851562
Epoch 7, Batch 86 - Loss: 559.8802 Validation Accuracy: 0.851562
Epoch 7, Batch 87 - Loss: 449.4142 Validation Accuracy: 0.855469
Epoch 7, Batch 88 - Loss: 392.2267 Validation Accuracy: 0.855469
Epoch 7, Batch 89 - Loss: 304.2342 Validation Accuracy: 0.855469
Epoch 7, Batch 90 - Loss: 295.6737 Validation Accuracy: 0.855469
Epoch 7, Batch 91 - Loss: 328.7020 Validation Accuracy: 0.859375
Epoch 7, Batch 92 - Loss: 388.6568 Validation Accuracy: 0.855469
Epoch 7, Batch 93 - Loss: 182.7717 Validation Accuracy: 0.859375
Epoch 7, Batch 94 - Loss: 393.8019 Validation Accuracy: 0.859375
Epoch 7, Batch 95 - Loss: 327.7233 Validation Accuracy: 0.855469
Epoch 7, Batch 96 - Loss: 312.0264 Validation Accuracy: 0.855469
Epoch 7, Batch 97 - Loss: 336.3396 Validation Accuracy: 0.855469
Epoch 7, Batch 98 - Loss: 331.9385 Validation Accuracy: 0.855469
Epoch 7, Batch 99 - Loss: 311.8505 Validation Accuracy: 0.855469
Epoch 7, Batch 100 - Loss: 205.5958 Validation Accuracy: 0.847656
Epoch 7, Batch 101 - Loss: 464.8266 Validation Accuracy: 0.855469
Epoch 7, Batch 102 - Loss: 329.7744 Validation Accuracy: 0.855469
Epoch 7, Batch 103 - Loss: 507.1380 Validation Accuracy: 0.855469
Epoch 7, Batch 104 - Loss: 441.5204 Validation Accuracy: 0.855469
Epoch 7, Batch 105 - Loss: 281.0355 Validation Accuracy: 0.855469
Epoch 7, Batch 106 - Loss: 485.9515 Validation Accuracy: 0.855469
Epoch 7, Batch 107 - Loss: 298.3233 Validation Accuracy: 0.855469
Epoch 7, Batch 108 - Loss: 287.3623 Validation Accuracy: 0.855469
Epoch 7, Batch 109 - Loss: 338.3562 Validation Accuracy: 0.859375
Epoch 7, Batch 110 - Loss: 391.6713 Validation Accuracy: 0.859375
Epoch 7, Batch 111 - Loss: 264.2798 Validation Accuracy: 0.859375
Epoch 7, Batch 112 - Loss: 362.8518 Validation Accuracy: 0.859375
Epoch 7, Batch 113 - Loss: 431.6332 Validation Accuracy: 0.859375
Epoch 7, Batch 114 - Loss: 259.8063 Validation Accuracy: 0.859375
Epoch 7, Batch 115 - Loss: 410.9994 Validation Accuracy: 0.859375
Epoch 7, Batch 116 - Loss: 464.1147 Validation Accuracy: 0.859375
Epoch 7, Batch 117 - Loss: 415.4390 Validation Accuracy: 0.855469
Epoch 7, Batch 118 - Loss: 410.7645 Validation Accuracy: 0.855469
Epoch 7, Batch 119 - Loss: 535.2365 Validation Accuracy: 0.855469
Epoch 7, Batch 120 - Loss: 453.8717 Validation Accuracy: 0.855469
Epoch 7, Batch 121 - Loss: 344.6550 Validation Accuracy: 0.855469
Epoch 7, Batch 122 - Loss: 216.2813 Validation Accuracy: 0.855469
Epoch 7, Batch 123 - Loss: 374.9348 Validation Accuracy: 0.855469
Epoch 7, Batch 124 - Loss: 484.7413 Validation Accuracy: 0.855469
Epoch 7, Batch 125 - Loss: 378.9510 Validation Accuracy: 0.855469
Epoch 7, Batch 126 - Loss: 368.0610 Validation Accuracy: 0.855469
Epoch 7, Batch 127 - Loss: 320.4166 Validation Accuracy: 0.855469
Epoch 7, Batch 128 - Loss: 373.4850 Validation Accuracy: 0.855469
Epoch 7, Batch 129 - Loss: 266.7422 Validation Accuracy: 0.863281
Epoch 7, Batch 130 - Loss: 336.2404 Validation Accuracy: 0.859375
Epoch 7, Batch 131 - Loss: 423.7509 Validation Accuracy: 0.851562
Epoch 7, Batch 132 - Loss: 285.2925 Validation Accuracy: 0.855469
Epoch 7, Batch 133 - Loss: 333.4611 Validation Accuracy: 0.855469
Epoch 7, Batch 134 - Loss: 441.8291 Validation Accuracy: 0.855469
Epoch 7, Batch 135 - Loss: 266.6664 Validation Accuracy: 0.855469
Epoch 7, Batch 136 - Loss: 361.6283 Validation Accuracy: 0.855469
Epoch 7, Batch 137 - Loss: 261.3257 Validation Accuracy: 0.855469
Epoch 7, Batch 138 - Loss: 172.7613 Validation Accuracy: 0.851562
Epoch 7, Batch 139 - Loss: 354.9955 Validation Accuracy: 0.851562
Epoch 7, Batch 140 - Loss: 515.6691 Validation Accuracy: 0.851562
Epoch 7, Batch 141 - Loss: 386.8098 Validation Accuracy: 0.851562
Epoch 7, Batch 142 - Loss: 469.4662 Validation Accuracy: 0.851562
Epoch 7, Batch 143 - Loss: 182.7033 Validation Accuracy: 0.851562
Epoch 7, Batch 144 - Loss: 347.7740 Validation Accuracy: 0.851562
Epoch 7, Batch 145 - Loss: 515.1347 Validation Accuracy: 0.851562
Epoch 7, Batch 146 - Loss: 249.9336 Validation Accuracy: 0.855469
Epoch 7, Batch 147 - Loss: 363.0445 Validation Accuracy: 0.851562
Epoch 7, Batch 148 - Loss: 195.9013 Validation Accuracy: 0.851562
Epoch 7, Batch 149 - Loss: 375.3981 Validation Accuracy: 0.859375
Epoch 7, Batch 150 - Loss: 196.4155 Validation Accuracy: 0.847656
Epoch 7, Batch 151 - Loss: 458.5374 Validation Accuracy: 0.847656
Epoch 7, Batch 152 - Loss: 325.6818 Validation Accuracy: 0.855469
Epoch 7, Batch 153 - Loss: 269.0401 Validation Accuracy: 0.855469
Epoch 7, Batch 154 - Loss: 553.0900 Validation Accuracy: 0.855469
Epoch 7, Batch 155 - Loss: 397.2109 Validation Accuracy: 0.855469
Epoch 7, Batch 156 - Loss: 305.1089 Validation Accuracy: 0.855469
Epoch 7, Batch 157 - Loss: 286.2907 Validation Accuracy: 0.859375
Epoch 7, Batch 158 - Loss: 397.4355 Validation Accuracy: 0.851562
Epoch 7, Batch 159 - Loss: 420.6514 Validation Accuracy: 0.847656
Epoch 7, Batch 160 - Loss: 309.0149 Validation Accuracy: 0.851562
Epoch 7, Batch 161 - Loss: 208.1550 Validation Accuracy: 0.851562
Epoch 7, Batch 162 - Loss: 239.0465 Validation Accuracy: 0.851562
Epoch 7, Batch 163 - Loss: 289.9413 Validation Accuracy: 0.843750
Epoch 7, Batch 164 - Loss: 264.3626 Validation Accuracy: 0.851562
Epoch 7, Batch 165 - Loss: 407.4054 Validation Accuracy: 0.843750
Epoch 7, Batch 166 - Loss: 243.7049 Validation Accuracy: 0.847656
Epoch 7, Batch 167 - Loss: 313.4513 Validation Accuracy: 0.847656
Epoch 7, Batch 168 - Loss: 690.4757 Validation Accuracy: 0.851562
Epoch 7, Batch 169 - Loss: 302.8064 Validation Accuracy: 0.847656
Epoch 7, Batch 170 - Loss: 388.1802 Validation Accuracy: 0.851562
Epoch 7, Batch 171 - Loss: 394.6255 Validation Accuracy: 0.855469
Epoch 7, Batch 172 - Loss: 476.2140 Validation Accuracy: 0.851562
Epoch 7, Batch 173 - Loss: 312.3882 Validation Accuracy: 0.851562
Epoch 7, Batch 174 - Loss: 328.9572 Validation Accuracy: 0.855469
Epoch 7, Batch 175 - Loss: 413.8204 Validation Accuracy: 0.859375
Epoch 7, Batch 176 - Loss: 214.1127 Validation Accuracy: 0.855469
Epoch 7, Batch 177 - Loss: 292.1614 Validation Accuracy: 0.859375
Epoch 7, Batch 178 - Loss: 222.8910 Validation Accuracy: 0.855469
Epoch 7, Batch 179 - Loss: 328.5709 Validation Accuracy: 0.855469
Epoch 7, Batch 180 - Loss: 362.9594 Validation Accuracy: 0.859375
Epoch 7, Batch 181 - Loss: 333.0506 Validation Accuracy: 0.855469
Epoch 7, Batch 182 - Loss: 306.0179 Validation Accuracy: 0.847656
Epoch 7, Batch 183 - Loss: 274.1170 Validation Accuracy: 0.847656
Epoch 7, Batch 184 - Loss: 421.4890 Validation Accuracy: 0.847656
Epoch 7, Batch 185 - Loss: 376.2947 Validation Accuracy: 0.847656
Epoch 7, Batch 186 - Loss: 456.2615 Validation Accuracy: 0.843750
Epoch 7, Batch 187 - Loss: 363.6066 Validation Accuracy: 0.843750
Epoch 7, Batch 188 - Loss: 342.2321 Validation Accuracy: 0.851562
Epoch 7, Batch 189 - Loss: 318.8867 Validation Accuracy: 0.847656
Epoch 7, Batch 190 - Loss: 285.8412 Validation Accuracy: 0.851562
Epoch 7, Batch 191 - Loss: 209.9904 Validation Accuracy: 0.843750
Epoch 7, Batch 192 - Loss: 375.0191 Validation Accuracy: 0.843750
Epoch 7, Batch 193 - Loss: 347.4922 Validation Accuracy: 0.851562
Epoch 7, Batch 194 - Loss: 375.2534 Validation Accuracy: 0.855469
Epoch 7, Batch 195 - Loss: 419.3903 Validation Accuracy: 0.855469
Epoch 7, Batch 196 - Loss: 432.7869 Validation Accuracy: 0.847656
Epoch 7, Batch 197 - Loss: 310.3179 Validation Accuracy: 0.847656
Epoch 7, Batch 198 - Loss: 334.2132 Validation Accuracy: 0.847656
Epoch 7, Batch 199 - Loss: 291.8518 Validation Accuracy: 0.847656
Epoch 7, Batch 200 - Loss: 355.6252 Validation Accuracy: 0.847656
Epoch 7, Batch 201 - Loss: 436.7871 Validation Accuracy: 0.847656
Epoch 7, Batch 202 - Loss: 436.7341 Validation Accuracy: 0.847656
Epoch 7, Batch 203 - Loss: 375.0971 Validation Accuracy: 0.843750
Epoch 7, Batch 204 - Loss: 353.4962 Validation Accuracy: 0.843750
Epoch 7, Batch 205 - Loss: 298.3758 Validation Accuracy: 0.843750
Epoch 7, Batch 206 - Loss: 282.0976 Validation Accuracy: 0.843750
Epoch 7, Batch 207 - Loss: 306.4410 Validation Accuracy: 0.839844
Epoch 7, Batch 208 - Loss: 536.9154 Validation Accuracy: 0.851562
Epoch 7, Batch 209 - Loss: 264.6143 Validation Accuracy: 0.847656
Epoch 7, Batch 210 - Loss: 314.6545 Validation Accuracy: 0.855469
Epoch 7, Batch 211 - Loss: 350.2817 Validation Accuracy: 0.839844
Epoch 7, Batch 212 - Loss: 271.5630 Validation Accuracy: 0.839844
Epoch 7, Batch 213 - Loss: 387.6249 Validation Accuracy: 0.851562
Epoch 7, Batch 214 - Loss: 352.6335 Validation Accuracy: 0.851562
Epoch 7, Batch 215 - Loss: 315.5215 Validation Accuracy: 0.847656
Epoch 7, Batch 216 - Loss: 182.2661 Validation Accuracy: 0.847656
Epoch 7, Batch 217 - Loss: 270.8919 Validation Accuracy: 0.843750
Epoch 7, Batch 218 - Loss: 334.6568 Validation Accuracy: 0.843750
Epoch 7, Batch 219 - Loss: 358.9207 Validation Accuracy: 0.843750
Epoch 7, Batch 220 - Loss: 287.6507 Validation Accuracy: 0.843750
Epoch 7, Batch 221 - Loss: 370.5897 Validation Accuracy: 0.851562
Epoch 7, Batch 222 - Loss: 293.8035 Validation Accuracy: 0.851562
Epoch 7, Batch 223 - Loss: 357.3322 Validation Accuracy: 0.851562
Epoch 7, Batch 224 - Loss: 272.6120 Validation Accuracy: 0.851562
Epoch 7, Batch 225 - Loss: 341.9390 Validation Accuracy: 0.843750
Epoch 7, Batch 226 - Loss: 327.7240 Validation Accuracy: 0.843750
Epoch 7, Batch 227 - Loss: 265.3120 Validation Accuracy: 0.847656
Epoch 7, Batch 228 - Loss: 412.3870 Validation Accuracy: 0.851562
Epoch 7, Batch 229 - Loss: 348.7126 Validation Accuracy: 0.847656
Epoch 7, Batch 230 - Loss: 364.4793 Validation Accuracy: 0.851562
Epoch 7, Batch 231 - Loss: 539.9114 Validation Accuracy: 0.839844
Epoch 7, Batch 232 - Loss: 304.6941 Validation Accuracy: 0.843750
Epoch 7, Batch 233 - Loss: 338.3256 Validation Accuracy: 0.847656
Epoch 7, Batch 234 - Loss: 225.7813 Validation Accuracy: 0.851562
Epoch 7, Batch 235 - Loss: 430.7672 Validation Accuracy: 0.855469
Epoch 7, Batch 236 - Loss: 290.4866 Validation Accuracy: 0.847656
Epoch 7, Batch 237 - Loss: 367.0045 Validation Accuracy: 0.851562
Epoch 7, Batch 238 - Loss: 393.9305 Validation Accuracy: 0.855469
Epoch 7, Batch 239 - Loss: 220.9437 Validation Accuracy: 0.851562
Epoch 7, Batch 240 - Loss: 292.7914 Validation Accuracy: 0.847656
Epoch 7, Batch 241 - Loss: 369.6946 Validation Accuracy: 0.847656
Epoch 7, Batch 242 - Loss: 320.0404 Validation Accuracy: 0.855469
Epoch 7, Batch 243 - Loss: 375.0092 Validation Accuracy: 0.851562
Epoch 7, Batch 244 - Loss: 274.0819 Validation Accuracy: 0.851562
Epoch 7, Batch 245 - Loss: 294.3295 Validation Accuracy: 0.851562
Epoch 7, Batch 246 - Loss: 214.4796 Validation Accuracy: 0.851562
Epoch 7, Batch 247 - Loss: 272.8005 Validation Accuracy: 0.847656
Epoch 7, Batch 248 - Loss: 348.2584 Validation Accuracy: 0.855469
Epoch 7, Batch 249 - Loss: 374.3315 Validation Accuracy: 0.855469
Epoch 7, Batch 250 - Loss: 296.5943 Validation Accuracy: 0.851562
Epoch 7, Batch 251 - Loss: 421.2232 Validation Accuracy: 0.855469
Epoch 7, Batch 252 - Loss: 240.2612 Validation Accuracy: 0.855469
Epoch 7, Batch 253 - Loss: 260.9983 Validation Accuracy: 0.855469
Epoch 7, Batch 254 - Loss: 179.5522 Validation Accuracy: 0.855469
Epoch 7, Batch 255 - Loss: 401.8225 Validation Accuracy: 0.851562
Epoch 7, Batch 256 - Loss: 264.2116 Validation Accuracy: 0.851562
Epoch 7, Batch 257 - Loss: 296.4141 Validation Accuracy: 0.851562
Epoch 7, Batch 258 - Loss: 356.5569 Validation Accuracy: 0.851562
Epoch 7, Batch 259 - Loss: 364.7144 Validation Accuracy: 0.851562
Epoch 7, Batch 260 - Loss: 295.3877 Validation Accuracy: 0.851562
Epoch 7, Batch 261 - Loss: 333.2622 Validation Accuracy: 0.851562
Epoch 7, Batch 262 - Loss: 357.0731 Validation Accuracy: 0.851562
Epoch 7, Batch 263 - Loss: 479.7025 Validation Accuracy: 0.851562
Epoch 7, Batch 264 - Loss: 330.1555 Validation Accuracy: 0.855469
Epoch 7, Batch 265 - Loss: 441.9431 Validation Accuracy: 0.855469
Epoch 7, Batch 266 - Loss: 346.2002 Validation Accuracy: 0.855469
Epoch 7, Batch 267 - Loss: 470.6078 Validation Accuracy: 0.859375
Epoch 7, Batch 268 - Loss: 281.7220 Validation Accuracy: 0.855469
Epoch 7, Batch 269 - Loss: 160.1631 Validation Accuracy: 0.855469
Epoch 7, Batch 270 - Loss: 198.0741 Validation Accuracy: 0.855469
Epoch 7, Batch 271 - Loss: 240.8732 Validation Accuracy: 0.855469
Epoch 7, Batch 272 - Loss: 222.3610 Validation Accuracy: 0.855469
Epoch 7, Batch 273 - Loss: 290.1682 Validation Accuracy: 0.855469
Epoch 7, Batch 274 - Loss: 354.2126 Validation Accuracy: 0.855469
Epoch 7, Batch 275 - Loss: 371.7496 Validation Accuracy: 0.855469
Epoch 7, Batch 276 - Loss: 495.8790 Validation Accuracy: 0.855469
Epoch 7, Batch 277 - Loss: 333.3319 Validation Accuracy: 0.855469
Epoch 7, Batch 278 - Loss: 293.5018 Validation Accuracy: 0.855469
Epoch 7, Batch 279 - Loss: 235.4920 Validation Accuracy: 0.859375
Epoch 7, Batch 280 - Loss: 289.4358 Validation Accuracy: 0.855469
Epoch 7, Batch 281 - Loss: 273.3336 Validation Accuracy: 0.859375
Epoch 7, Batch 282 - Loss: 346.0171 Validation Accuracy: 0.855469
Epoch 7, Batch 283 - Loss: 146.9142 Validation Accuracy: 0.859375
Epoch 7, Batch 284 - Loss: 306.1407 Validation Accuracy: 0.859375
Epoch 7, Batch 285 - Loss: 293.9256 Validation Accuracy: 0.855469
Epoch 7, Batch 286 - Loss: 275.4443 Validation Accuracy: 0.859375
Epoch 7, Batch 287 - Loss: 424.3779 Validation Accuracy: 0.855469
Epoch 7, Batch 288 - Loss: 302.6565 Validation Accuracy: 0.855469
Epoch 7, Batch 289 - Loss: 209.4645 Validation Accuracy: 0.855469
Epoch 7, Batch 290 - Loss: 338.2835 Validation Accuracy: 0.859375
Epoch 7, Batch 291 - Loss: 429.0984 Validation Accuracy: 0.859375
Epoch 7, Batch 292 - Loss: 297.8990 Validation Accuracy: 0.859375
Epoch 7, Batch 293 - Loss: 273.1633 Validation Accuracy: 0.859375
Epoch 7, Batch 294 - Loss: 461.8375 Validation Accuracy: 0.855469
Epoch 7, Batch 295 - Loss: 271.0874 Validation Accuracy: 0.851562
Epoch 7, Batch 296 - Loss: 342.4796 Validation Accuracy: 0.851562
Epoch 7, Batch 297 - Loss: 262.8431 Validation Accuracy: 0.851562
Epoch 7, Batch 298 - Loss: 208.7828 Validation Accuracy: 0.851562
Epoch 7, Batch 299 - Loss: 191.9102 Validation Accuracy: 0.851562
Epoch 7, Batch 300 - Loss: 424.2589 Validation Accuracy: 0.851562
Epoch 7, Batch 301 - Loss: 463.3883 Validation Accuracy: 0.851562
Epoch 7, Batch 302 - Loss: 349.0595 Validation Accuracy: 0.855469
Epoch 7, Batch 303 - Loss: 381.2150 Validation Accuracy: 0.851562
Epoch 7, Batch 304 - Loss: 233.5605 Validation Accuracy: 0.855469
Epoch 7, Batch 305 - Loss: 500.9666 Validation Accuracy: 0.855469
Epoch 7, Batch 306 - Loss: 110.0278 Validation Accuracy: 0.851562
Epoch 7, Batch 307 - Loss: 483.6071 Validation Accuracy: 0.855469
Epoch 7, Batch 308 - Loss: 303.9274 Validation Accuracy: 0.855469
Epoch 7, Batch 309 - Loss: 136.7947 Validation Accuracy: 0.859375
Epoch 7, Batch 310 - Loss: 327.1698 Validation Accuracy: 0.851562
Epoch 7, Batch 311 - Loss: 314.9386 Validation Accuracy: 0.855469
Epoch 7, Batch 312 - Loss: 133.8454 Validation Accuracy: 0.855469
Epoch 7, Batch 313 - Loss: 188.3810 Validation Accuracy: 0.855469
Epoch 7, Batch 314 - Loss: 281.6407 Validation Accuracy: 0.851562
Epoch 7, Batch 315 - Loss: 374.6506 Validation Accuracy: 0.847656
Epoch 7, Batch 316 - Loss: 438.7531 Validation Accuracy: 0.851562
Epoch 7, Batch 317 - Loss: 449.5465 Validation Accuracy: 0.847656
Epoch 7, Batch 318 - Loss: 216.9386 Validation Accuracy: 0.851562
Epoch 7, Batch 319 - Loss: 327.0543 Validation Accuracy: 0.855469
Epoch 7, Batch 320 - Loss: 317.3138 Validation Accuracy: 0.851562
Epoch 7, Batch 321 - Loss: 325.5820 Validation Accuracy: 0.847656
Epoch 7, Batch 322 - Loss: 344.7682 Validation Accuracy: 0.851562
Epoch 7, Batch 323 - Loss: 470.4728 Validation Accuracy: 0.851562
Epoch 7, Batch 324 - Loss: 316.9717 Validation Accuracy: 0.851562
Epoch 7, Batch 325 - Loss: 478.9358 Validation Accuracy: 0.851562
Epoch 7, Batch 326 - Loss: 336.6420 Validation Accuracy: 0.851562
Epoch 7, Batch 327 - Loss: 354.7608 Validation Accuracy: 0.851562
Epoch 7, Batch 328 - Loss: 249.9447 Validation Accuracy: 0.851562
Epoch 7, Batch 329 - Loss: 270.2605 Validation Accuracy: 0.851562
Epoch 7, Batch 330 - Loss: 222.5784 Validation Accuracy: 0.851562
Epoch 7, Batch 331 - Loss: 375.0606 Validation Accuracy: 0.851562
Epoch 7, Batch 332 - Loss: 231.8571 Validation Accuracy: 0.851562
Epoch 7, Batch 333 - Loss: 341.4958 Validation Accuracy: 0.851562
Epoch 7, Batch 334 - Loss: 241.2729 Validation Accuracy: 0.851562
Epoch 7, Batch 335 - Loss: 288.6608 Validation Accuracy: 0.851562
Epoch 7, Batch 336 - Loss: 230.9822 Validation Accuracy: 0.847656
Epoch 7, Batch 337 - Loss: 324.5569 Validation Accuracy: 0.847656
Epoch 7, Batch 338 - Loss: 367.0826 Validation Accuracy: 0.847656
Epoch 7, Batch 339 - Loss: 373.1452 Validation Accuracy: 0.847656
Epoch 7, Batch 340 - Loss: 431.4984 Validation Accuracy: 0.847656
Epoch 7, Batch 341 - Loss: 345.7180 Validation Accuracy: 0.851562
Epoch 7, Batch 342 - Loss: 358.4070 Validation Accuracy: 0.851562
Epoch 7, Batch 343 - Loss: 322.6822 Validation Accuracy: 0.847656
Epoch 7, Batch 344 - Loss: 445.7218 Validation Accuracy: 0.847656
Epoch 7, Batch 345 - Loss: 306.3985 Validation Accuracy: 0.851562
Epoch 7, Batch 346 - Loss: 386.3524 Validation Accuracy: 0.851562
Epoch 7, Batch 347 - Loss: 184.8685 Validation Accuracy: 0.851562
Epoch 7, Batch 348 - Loss: 372.2486 Validation Accuracy: 0.851562
Epoch 7, Batch 349 - Loss: 552.5322 Validation Accuracy: 0.851562
Epoch 7, Batch 350 - Loss: 458.4904 Validation Accuracy: 0.851562
Epoch 7, Batch 351 - Loss: 291.9971 Validation Accuracy: 0.851562
Epoch 7, Batch 352 - Loss: 213.6967 Validation Accuracy: 0.851562
Epoch 7, Batch 353 - Loss: 326.4741 Validation Accuracy: 0.851562
Epoch 7, Batch 354 - Loss: 242.0678 Validation Accuracy: 0.851562
Epoch 7, Batch 355 - Loss: 332.5887 Validation Accuracy: 0.851562
Epoch 7, Batch 356 - Loss: 366.7678 Validation Accuracy: 0.855469
Epoch 7, Batch 357 - Loss: 407.9395 Validation Accuracy: 0.851562
Epoch 7, Batch 358 - Loss: 428.1023 Validation Accuracy: 0.855469
Epoch 7, Batch 359 - Loss: 285.4848 Validation Accuracy: 0.855469
Epoch 7, Batch 360 - Loss: 405.4476 Validation Accuracy: 0.855469
Epoch 7, Batch 361 - Loss: 459.9962 Validation Accuracy: 0.859375
Epoch 7, Batch 362 - Loss: 229.3584 Validation Accuracy: 0.859375
Epoch 7, Batch 363 - Loss: 229.7645 Validation Accuracy: 0.855469
Epoch 7, Batch 364 - Loss: 337.3076 Validation Accuracy: 0.855469
Epoch 7, Batch 365 - Loss: 257.2383 Validation Accuracy: 0.855469
Epoch 7, Batch 366 - Loss: 320.2356 Validation Accuracy: 0.855469
Epoch 7, Batch 367 - Loss: 334.3170 Validation Accuracy: 0.855469
Epoch 7, Batch 368 - Loss: 524.2754 Validation Accuracy: 0.851562
Epoch 7, Batch 369 - Loss: 490.2938 Validation Accuracy: 0.851562
Epoch 7, Batch 370 - Loss: 321.7330 Validation Accuracy: 0.851562
Epoch 7, Batch 371 - Loss: 425.1490 Validation Accuracy: 0.851562
Epoch 7, Batch 372 - Loss: 395.7416 Validation Accuracy: 0.851562
Epoch 7, Batch 373 - Loss: 337.4104 Validation Accuracy: 0.851562
Epoch 7, Batch 374 - Loss: 376.4859 Validation Accuracy: 0.855469
Epoch 7, Batch 375 - Loss: 393.1054 Validation Accuracy: 0.855469
Epoch 7, Batch 376 - Loss: 369.4067 Validation Accuracy: 0.851562
Epoch 7, Batch 377 - Loss: 197.2090 Validation Accuracy: 0.855469
Epoch 7, Batch 378 - Loss: 284.6892 Validation Accuracy: 0.855469
Epoch 7, Batch 379 - Loss: 395.5784 Validation Accuracy: 0.855469
Epoch 7, Batch 380 - Loss: 374.6662 Validation Accuracy: 0.855469
Epoch 7, Batch 381 - Loss: 190.3753 Validation Accuracy: 0.855469
Epoch 7, Batch 382 - Loss: 456.6523 Validation Accuracy: 0.855469
Epoch 7, Batch 383 - Loss: 241.6866 Validation Accuracy: 0.855469
Epoch 7, Batch 384 - Loss: 223.0077 Validation Accuracy: 0.855469
Epoch 7, Batch 385 - Loss: 280.7981 Validation Accuracy: 0.855469
Epoch 7, Batch 386 - Loss: 286.6331 Validation Accuracy: 0.855469
Epoch 7, Batch 387 - Loss: 374.5514 Validation Accuracy: 0.855469
Epoch 7, Batch 388 - Loss: 276.7266 Validation Accuracy: 0.855469
Epoch 7, Batch 389 - Loss: 321.5694 Validation Accuracy: 0.855469
Epoch 7, Batch 390 - Loss: 495.9843 Validation Accuracy: 0.851562
Epoch 7, Batch 391 - Loss: 297.2328 Validation Accuracy: 0.851562
Epoch 7, Batch 392 - Loss: 343.7028 Validation Accuracy: 0.855469
Epoch 7, Batch 393 - Loss: 482.8069 Validation Accuracy: 0.859375
Epoch 7, Batch 394 - Loss: 277.1065 Validation Accuracy: 0.859375
Epoch 7, Batch 395 - Loss: 398.9611 Validation Accuracy: 0.855469
Epoch 7, Batch 396 - Loss: 211.8733 Validation Accuracy: 0.851562
Epoch 7, Batch 397 - Loss: 246.7629 Validation Accuracy: 0.851562
Epoch 7, Batch 398 - Loss: 388.2888 Validation Accuracy: 0.851562
Epoch 7, Batch 399 - Loss: 329.3590 Validation Accuracy: 0.855469
Epoch 7, Batch 400 - Loss: 527.2207 Validation Accuracy: 0.855469
Epoch 7, Batch 401 - Loss: 233.2662 Validation Accuracy: 0.855469
Epoch 7, Batch 402 - Loss: 312.7661 Validation Accuracy: 0.859375
Epoch 7, Batch 403 - Loss: 333.6616 Validation Accuracy: 0.859375
Epoch 7, Batch 404 - Loss: 483.0465 Validation Accuracy: 0.859375
Epoch 7, Batch 405 - Loss: 208.0688 Validation Accuracy: 0.859375
Epoch 7, Batch 406 - Loss: 279.3173 Validation Accuracy: 0.859375
Epoch 7, Batch 407 - Loss: 295.2744 Validation Accuracy: 0.859375
Epoch 7, Batch 408 - Loss: 366.0562 Validation Accuracy: 0.859375
Epoch 7, Batch 409 - Loss: 453.6366 Validation Accuracy: 0.851562
Epoch 7, Batch 410 - Loss: 292.7976 Validation Accuracy: 0.851562
Epoch 7, Batch 411 - Loss: 262.7921 Validation Accuracy: 0.851562
Epoch 7, Batch 412 - Loss: 466.7983 Validation Accuracy: 0.851562
Epoch 7, Batch 413 - Loss: 270.3474 Validation Accuracy: 0.851562
Epoch 7, Batch 414 - Loss: 316.9449 Validation Accuracy: 0.851562
Epoch 7, Batch 415 - Loss: 362.5725 Validation Accuracy: 0.851562
Epoch 7, Batch 416 - Loss: 347.4950 Validation Accuracy: 0.859375
Epoch 7, Batch 417 - Loss: 283.3438 Validation Accuracy: 0.859375
Epoch 7, Batch 418 - Loss: 389.6921 Validation Accuracy: 0.859375
Epoch 7, Batch 419 - Loss: 232.5573 Validation Accuracy: 0.855469
Epoch 7, Batch 420 - Loss: 359.7431 Validation Accuracy: 0.863281
Epoch 7, Batch 421 - Loss: 221.9550 Validation Accuracy: 0.863281
Epoch 7, Batch 422 - Loss: 284.6971 Validation Accuracy: 0.863281
Epoch 7, Batch 423 - Loss: 404.9496 Validation Accuracy: 0.859375
Epoch 7, Batch 424 - Loss: 347.7845 Validation Accuracy: 0.859375
Epoch 7, Batch 425 - Loss: 232.6271 Validation Accuracy: 0.859375
Epoch 7, Batch 426 - Loss: 399.2067 Validation Accuracy: 0.859375
Epoch 7, Batch 427 - Loss: 300.5134 Validation Accuracy: 0.859375
Epoch 7, Batch 428 - Loss: 223.3818 Validation Accuracy: 0.859375
Epoch 7, Batch 429 - Loss: 476.7035 Validation Accuracy: 0.863281
Epoch 8, Batch 1 - Loss: 349.9010 Validation Accuracy: 0.859375
Epoch 8, Batch 2 - Loss: 221.4015 Validation Accuracy: 0.855469
Epoch 8, Batch 3 - Loss: 317.2780 Validation Accuracy: 0.855469
Epoch 8, Batch 4 - Loss: 463.5769 Validation Accuracy: 0.855469
Epoch 8, Batch 5 - Loss: 240.6446 Validation Accuracy: 0.855469
Epoch 8, Batch 6 - Loss: 302.4216 Validation Accuracy: 0.855469
Epoch 8, Batch 7 - Loss: 502.9554 Validation Accuracy: 0.855469
Epoch 8, Batch 8 - Loss: 274.5057 Validation Accuracy: 0.851562
Epoch 8, Batch 9 - Loss: 515.9756 Validation Accuracy: 0.855469
Epoch 8, Batch 10 - Loss: 278.2218 Validation Accuracy: 0.863281
Epoch 8, Batch 11 - Loss: 203.1692 Validation Accuracy: 0.859375
Epoch 8, Batch 12 - Loss: 213.6514 Validation Accuracy: 0.859375
Epoch 8, Batch 13 - Loss: 360.4485 Validation Accuracy: 0.859375
Epoch 8, Batch 14 - Loss: 335.3013 Validation Accuracy: 0.863281
Epoch 8, Batch 15 - Loss: 355.0388 Validation Accuracy: 0.859375
Epoch 8, Batch 16 - Loss: 212.8094 Validation Accuracy: 0.847656
Epoch 8, Batch 17 - Loss: 525.5314 Validation Accuracy: 0.855469
Epoch 8, Batch 18 - Loss: 381.6842 Validation Accuracy: 0.859375
Epoch 8, Batch 19 - Loss: 240.2385 Validation Accuracy: 0.855469
Epoch 8, Batch 20 - Loss: 431.1219 Validation Accuracy: 0.863281
Epoch 8, Batch 21 - Loss: 455.8125 Validation Accuracy: 0.859375
Epoch 8, Batch 22 - Loss: 225.3513 Validation Accuracy: 0.859375
Epoch 8, Batch 23 - Loss: 279.0713 Validation Accuracy: 0.859375
Epoch 8, Batch 24 - Loss: 513.1088 Validation Accuracy: 0.859375
Epoch 8, Batch 25 - Loss: 286.1832 Validation Accuracy: 0.859375
Epoch 8, Batch 26 - Loss: 375.6384 Validation Accuracy: 0.859375
Epoch 8, Batch 27 - Loss: 201.1903 Validation Accuracy: 0.851562
Epoch 8, Batch 28 - Loss: 302.8224 Validation Accuracy: 0.851562
Epoch 8, Batch 29 - Loss: 531.1102 Validation Accuracy: 0.851562
Epoch 8, Batch 30 - Loss: 406.0268 Validation Accuracy: 0.855469
Epoch 8, Batch 31 - Loss: 305.6639 Validation Accuracy: 0.859375
Epoch 8, Batch 32 - Loss: 437.0970 Validation Accuracy: 0.859375
Epoch 8, Batch 33 - Loss: 299.4205 Validation Accuracy: 0.859375
Epoch 8, Batch 34 - Loss: 243.8239 Validation Accuracy: 0.859375
Epoch 8, Batch 35 - Loss: 449.6842 Validation Accuracy: 0.855469
Epoch 8, Batch 36 - Loss: 259.2131 Validation Accuracy: 0.851562
Epoch 8, Batch 37 - Loss: 324.4147 Validation Accuracy: 0.859375
Epoch 8, Batch 38 - Loss: 376.6288 Validation Accuracy: 0.859375
Epoch 8, Batch 39 - Loss: 319.6117 Validation Accuracy: 0.859375
Epoch 8, Batch 40 - Loss: 238.5417 Validation Accuracy: 0.859375
Epoch 8, Batch 41 - Loss: 355.4214 Validation Accuracy: 0.859375
Epoch 8, Batch 42 - Loss: 272.4396 Validation Accuracy: 0.859375
Epoch 8, Batch 43 - Loss: 337.3995 Validation Accuracy: 0.859375
Epoch 8, Batch 44 - Loss: 365.2003 Validation Accuracy: 0.859375
Epoch 8, Batch 45 - Loss: 432.9713 Validation Accuracy: 0.859375
Epoch 8, Batch 46 - Loss: 254.5159 Validation Accuracy: 0.859375
Epoch 8, Batch 47 - Loss: 178.2917 Validation Accuracy: 0.859375
Epoch 8, Batch 48 - Loss: 292.1199 Validation Accuracy: 0.859375
Epoch 8, Batch 49 - Loss: 365.7462 Validation Accuracy: 0.859375
Epoch 8, Batch 50 - Loss: 332.0918 Validation Accuracy: 0.863281
Epoch 8, Batch 51 - Loss: 365.7928 Validation Accuracy: 0.863281
Epoch 8, Batch 52 - Loss: 313.8309 Validation Accuracy: 0.863281
Epoch 8, Batch 53 - Loss: 375.8901 Validation Accuracy: 0.859375
Epoch 8, Batch 54 - Loss: 255.7108 Validation Accuracy: 0.859375
Epoch 8, Batch 55 - Loss: 500.4299 Validation Accuracy: 0.863281
Epoch 8, Batch 56 - Loss: 197.2208 Validation Accuracy: 0.851562
Epoch 8, Batch 57 - Loss: 363.3069 Validation Accuracy: 0.851562
Epoch 8, Batch 58 - Loss: 300.3370 Validation Accuracy: 0.859375
Epoch 8, Batch 59 - Loss: 462.1047 Validation Accuracy: 0.863281
Epoch 8, Batch 60 - Loss: 322.2775 Validation Accuracy: 0.859375
Epoch 8, Batch 61 - Loss: 181.0934 Validation Accuracy: 0.859375
Epoch 8, Batch 62 - Loss: 184.2149 Validation Accuracy: 0.855469
Epoch 8, Batch 63 - Loss: 297.6850 Validation Accuracy: 0.859375
Epoch 8, Batch 64 - Loss: 275.7549 Validation Accuracy: 0.855469
Epoch 8, Batch 65 - Loss: 252.0194 Validation Accuracy: 0.859375
Epoch 8, Batch 66 - Loss: 343.8327 Validation Accuracy: 0.855469
Epoch 8, Batch 67 - Loss: 255.9948 Validation Accuracy: 0.847656
Epoch 8, Batch 68 - Loss: 375.1397 Validation Accuracy: 0.851562
Epoch 8, Batch 69 - Loss: 330.5750 Validation Accuracy: 0.851562
Epoch 8, Batch 70 - Loss: 337.3465 Validation Accuracy: 0.847656
Epoch 8, Batch 71 - Loss: 213.0188 Validation Accuracy: 0.855469
Epoch 8, Batch 72 - Loss: 433.0545 Validation Accuracy: 0.859375
Epoch 8, Batch 73 - Loss: 513.9160 Validation Accuracy: 0.859375
Epoch 8, Batch 74 - Loss: 424.4462 Validation Accuracy: 0.855469
Epoch 8, Batch 75 - Loss: 458.1467 Validation Accuracy: 0.859375
Epoch 8, Batch 76 - Loss: 284.5962 Validation Accuracy: 0.855469
Epoch 8, Batch 77 - Loss: 281.9147 Validation Accuracy: 0.851562
Epoch 8, Batch 78 - Loss: 422.2927 Validation Accuracy: 0.859375
Epoch 8, Batch 79 - Loss: 299.2662 Validation Accuracy: 0.851562
Epoch 8, Batch 80 - Loss: 454.8536 Validation Accuracy: 0.855469
Epoch 8, Batch 81 - Loss: 252.0864 Validation Accuracy: 0.855469
Epoch 8, Batch 82 - Loss: 253.9406 Validation Accuracy: 0.855469
Epoch 8, Batch 83 - Loss: 453.3787 Validation Accuracy: 0.851562
Epoch 8, Batch 84 - Loss: 201.4669 Validation Accuracy: 0.855469
Epoch 8, Batch 85 - Loss: 494.0787 Validation Accuracy: 0.859375
Epoch 8, Batch 86 - Loss: 218.9744 Validation Accuracy: 0.859375
Epoch 8, Batch 87 - Loss: 332.4347 Validation Accuracy: 0.855469
Epoch 8, Batch 88 - Loss: 370.2194 Validation Accuracy: 0.847656
Epoch 8, Batch 89 - Loss: 462.2893 Validation Accuracy: 0.851562
Epoch 8, Batch 90 - Loss: 330.2735 Validation Accuracy: 0.843750
Epoch 8, Batch 91 - Loss: 312.4570 Validation Accuracy: 0.843750
Epoch 8, Batch 92 - Loss: 188.1317 Validation Accuracy: 0.839844
Epoch 8, Batch 93 - Loss: 336.2967 Validation Accuracy: 0.843750
Epoch 8, Batch 94 - Loss: 313.8400 Validation Accuracy: 0.843750
Epoch 8, Batch 95 - Loss: 329.8134 Validation Accuracy: 0.847656
Epoch 8, Batch 96 - Loss: 303.1760 Validation Accuracy: 0.851562
Epoch 8, Batch 97 - Loss: 341.2900 Validation Accuracy: 0.851562
Epoch 8, Batch 98 - Loss: 421.2673 Validation Accuracy: 0.851562
Epoch 8, Batch 99 - Loss: 407.3147 Validation Accuracy: 0.851562
Epoch 8, Batch 100 - Loss: 381.6519 Validation Accuracy: 0.851562
Epoch 8, Batch 101 - Loss: 225.6719 Validation Accuracy: 0.847656
Epoch 8, Batch 102 - Loss: 283.4195 Validation Accuracy: 0.847656
Epoch 8, Batch 103 - Loss: 445.8432 Validation Accuracy: 0.847656
Epoch 8, Batch 104 - Loss: 169.8521 Validation Accuracy: 0.851562
Epoch 8, Batch 105 - Loss: 234.5336 Validation Accuracy: 0.859375
Epoch 8, Batch 106 - Loss: 261.0003 Validation Accuracy: 0.855469
Epoch 8, Batch 107 - Loss: 452.3475 Validation Accuracy: 0.851562
Epoch 8, Batch 108 - Loss: 147.2031 Validation Accuracy: 0.851562
Epoch 8, Batch 109 - Loss: 408.2053 Validation Accuracy: 0.851562
Epoch 8, Batch 110 - Loss: 411.4523 Validation Accuracy: 0.851562
Epoch 8, Batch 111 - Loss: 279.0942 Validation Accuracy: 0.851562
Epoch 8, Batch 112 - Loss: 586.3195 Validation Accuracy: 0.851562
Epoch 8, Batch 113 - Loss: 238.6861 Validation Accuracy: 0.851562
Epoch 8, Batch 114 - Loss: 324.2621 Validation Accuracy: 0.855469
Epoch 8, Batch 115 - Loss: 304.7154 Validation Accuracy: 0.851562
Epoch 8, Batch 116 - Loss: 321.8964 Validation Accuracy: 0.855469
Epoch 8, Batch 117 - Loss: 288.0156 Validation Accuracy: 0.859375
Epoch 8, Batch 118 - Loss: 292.7179 Validation Accuracy: 0.855469
Epoch 8, Batch 119 - Loss: 394.8364 Validation Accuracy: 0.859375
Epoch 8, Batch 120 - Loss: 323.2259 Validation Accuracy: 0.859375
Epoch 8, Batch 121 - Loss: 318.3486 Validation Accuracy: 0.859375
Epoch 8, Batch 122 - Loss: 290.4080 Validation Accuracy: 0.855469
Epoch 8, Batch 123 - Loss: 189.1400 Validation Accuracy: 0.855469
Epoch 8, Batch 124 - Loss: 273.9516 Validation Accuracy: 0.859375
Epoch 8, Batch 125 - Loss: 339.8898 Validation Accuracy: 0.855469
Epoch 8, Batch 126 - Loss: 419.6817 Validation Accuracy: 0.855469
Epoch 8, Batch 127 - Loss: 265.7226 Validation Accuracy: 0.847656
Epoch 8, Batch 128 - Loss: 278.9868 Validation Accuracy: 0.847656
Epoch 8, Batch 129 - Loss: 179.4546 Validation Accuracy: 0.855469
Epoch 8, Batch 130 - Loss: 419.7261 Validation Accuracy: 0.855469
Epoch 8, Batch 131 - Loss: 264.1582 Validation Accuracy: 0.851562
Epoch 8, Batch 132 - Loss: 227.4762 Validation Accuracy: 0.855469
Epoch 8, Batch 133 - Loss: 430.7154 Validation Accuracy: 0.851562
Epoch 8, Batch 134 - Loss: 197.0860 Validation Accuracy: 0.851562
Epoch 8, Batch 135 - Loss: 283.4754 Validation Accuracy: 0.855469
Epoch 8, Batch 136 - Loss: 374.3890 Validation Accuracy: 0.855469
Epoch 8, Batch 137 - Loss: 196.7791 Validation Accuracy: 0.851562
Epoch 8, Batch 138 - Loss: 275.7403 Validation Accuracy: 0.843750
Epoch 8, Batch 139 - Loss: 349.6104 Validation Accuracy: 0.843750
Epoch 8, Batch 140 - Loss: 295.3291 Validation Accuracy: 0.843750
Epoch 8, Batch 141 - Loss: 255.6692 Validation Accuracy: 0.839844
Epoch 8, Batch 142 - Loss: 312.9816 Validation Accuracy: 0.839844
Epoch 8, Batch 143 - Loss: 338.6068 Validation Accuracy: 0.835938
Epoch 8, Batch 144 - Loss: 146.0548 Validation Accuracy: 0.843750
Epoch 8, Batch 145 - Loss: 296.1648 Validation Accuracy: 0.847656
Epoch 8, Batch 146 - Loss: 422.9033 Validation Accuracy: 0.851562
Epoch 8, Batch 147 - Loss: 406.2055 Validation Accuracy: 0.851562
Epoch 8, Batch 148 - Loss: 476.4646 Validation Accuracy: 0.847656
Epoch 8, Batch 149 - Loss: 361.7697 Validation Accuracy: 0.847656
Epoch 8, Batch 150 - Loss: 173.3596 Validation Accuracy: 0.851562
Epoch 8, Batch 151 - Loss: 143.3824 Validation Accuracy: 0.851562
Epoch 8, Batch 152 - Loss: 387.6549 Validation Accuracy: 0.851562
Epoch 8, Batch 153 - Loss: 391.6962 Validation Accuracy: 0.851562
Epoch 8, Batch 154 - Loss: 202.4205 Validation Accuracy: 0.851562
Epoch 8, Batch 155 - Loss: 252.8816 Validation Accuracy: 0.851562
Epoch 8, Batch 156 - Loss: 283.9424 Validation Accuracy: 0.851562
Epoch 8, Batch 157 - Loss: 338.8537 Validation Accuracy: 0.851562
Epoch 8, Batch 158 - Loss: 189.0688 Validation Accuracy: 0.851562
Epoch 8, Batch 159 - Loss: 283.0663 Validation Accuracy: 0.851562
Epoch 8, Batch 160 - Loss: 400.9792 Validation Accuracy: 0.855469
Epoch 8, Batch 161 - Loss: 311.8903 Validation Accuracy: 0.855469
Epoch 8, Batch 162 - Loss: 384.4142 Validation Accuracy: 0.855469
Epoch 8, Batch 163 - Loss: 232.3899 Validation Accuracy: 0.855469
Epoch 8, Batch 164 - Loss: 184.3627 Validation Accuracy: 0.855469
Epoch 8, Batch 165 - Loss: 213.7167 Validation Accuracy: 0.855469
Epoch 8, Batch 166 - Loss: 341.1423 Validation Accuracy: 0.855469
Epoch 8, Batch 167 - Loss: 339.3223 Validation Accuracy: 0.859375
Epoch 8, Batch 168 - Loss: 482.9686 Validation Accuracy: 0.859375
Epoch 8, Batch 169 - Loss: 286.0563 Validation Accuracy: 0.859375
Epoch 8, Batch 170 - Loss: 389.6897 Validation Accuracy: 0.859375
Epoch 8, Batch 171 - Loss: 236.0804 Validation Accuracy: 0.863281
Epoch 8, Batch 172 - Loss: 278.3341 Validation Accuracy: 0.863281
Epoch 8, Batch 173 - Loss: 323.2147 Validation Accuracy: 0.859375
Epoch 8, Batch 174 - Loss: 304.8257 Validation Accuracy: 0.855469
Epoch 8, Batch 175 - Loss: 238.8007 Validation Accuracy: 0.855469
Epoch 8, Batch 176 - Loss: 365.2019 Validation Accuracy: 0.859375
Epoch 8, Batch 177 - Loss: 336.0798 Validation Accuracy: 0.859375
Epoch 8, Batch 178 - Loss: 290.5091 Validation Accuracy: 0.851562
Epoch 8, Batch 179 - Loss: 297.1870 Validation Accuracy: 0.847656
Epoch 8, Batch 180 - Loss: 352.6454 Validation Accuracy: 0.851562
Epoch 8, Batch 181 - Loss: 325.9721 Validation Accuracy: 0.847656
Epoch 8, Batch 182 - Loss: 97.3386 Validation Accuracy: 0.851562
Epoch 8, Batch 183 - Loss: 353.5970 Validation Accuracy: 0.847656
Epoch 8, Batch 184 - Loss: 164.8937 Validation Accuracy: 0.847656
Epoch 8, Batch 185 - Loss: 302.6549 Validation Accuracy: 0.847656
Epoch 8, Batch 186 - Loss: 313.9526 Validation Accuracy: 0.847656
Epoch 8, Batch 187 - Loss: 298.9641 Validation Accuracy: 0.847656
Epoch 8, Batch 188 - Loss: 339.6827 Validation Accuracy: 0.847656
Epoch 8, Batch 189 - Loss: 232.2666 Validation Accuracy: 0.847656
Epoch 8, Batch 190 - Loss: 408.0285 Validation Accuracy: 0.851562
Epoch 8, Batch 191 - Loss: 267.7525 Validation Accuracy: 0.851562
Epoch 8, Batch 192 - Loss: 280.2061 Validation Accuracy: 0.843750
Epoch 8, Batch 193 - Loss: 221.4020 Validation Accuracy: 0.851562
Epoch 8, Batch 194 - Loss: 488.6186 Validation Accuracy: 0.851562
Epoch 8, Batch 195 - Loss: 232.7252 Validation Accuracy: 0.851562
Epoch 8, Batch 196 - Loss: 353.0930 Validation Accuracy: 0.851562
Epoch 8, Batch 197 - Loss: 392.8920 Validation Accuracy: 0.851562
Epoch 8, Batch 198 - Loss: 279.5396 Validation Accuracy: 0.859375
Epoch 8, Batch 199 - Loss: 362.7639 Validation Accuracy: 0.851562
Epoch 8, Batch 200 - Loss: 260.3829 Validation Accuracy: 0.855469
Epoch 8, Batch 201 - Loss: 210.3165 Validation Accuracy: 0.859375
Epoch 8, Batch 202 - Loss: 281.5720 Validation Accuracy: 0.855469
Epoch 8, Batch 203 - Loss: 268.9666 Validation Accuracy: 0.855469
Epoch 8, Batch 204 - Loss: 243.0276 Validation Accuracy: 0.855469
Epoch 8, Batch 205 - Loss: 323.2516 Validation Accuracy: 0.859375
Epoch 8, Batch 206 - Loss: 294.5137 Validation Accuracy: 0.859375
Epoch 8, Batch 207 - Loss: 364.6652 Validation Accuracy: 0.855469
Epoch 8, Batch 208 - Loss: 389.0619 Validation Accuracy: 0.855469
Epoch 8, Batch 209 - Loss: 254.1060 Validation Accuracy: 0.855469
Epoch 8, Batch 210 - Loss: 286.1179 Validation Accuracy: 0.855469
Epoch 8, Batch 211 - Loss: 365.1646 Validation Accuracy: 0.855469
Epoch 8, Batch 212 - Loss: 306.4414 Validation Accuracy: 0.855469
Epoch 8, Batch 213 - Loss: 363.3471 Validation Accuracy: 0.851562
Epoch 8, Batch 214 - Loss: 370.2345 Validation Accuracy: 0.851562
Epoch 8, Batch 215 - Loss: 300.6352 Validation Accuracy: 0.855469
Epoch 8, Batch 216 - Loss: 393.7449 Validation Accuracy: 0.859375
Epoch 8, Batch 217 - Loss: 368.1724 Validation Accuracy: 0.855469
Epoch 8, Batch 218 - Loss: 204.1208 Validation Accuracy: 0.851562
Epoch 8, Batch 219 - Loss: 203.7163 Validation Accuracy: 0.851562
Epoch 8, Batch 220 - Loss: 203.1295 Validation Accuracy: 0.859375
Epoch 8, Batch 221 - Loss: 390.9073 Validation Accuracy: 0.859375
Epoch 8, Batch 222 - Loss: 203.7785 Validation Accuracy: 0.851562
Epoch 8, Batch 223 - Loss: 177.7706 Validation Accuracy: 0.851562
Epoch 8, Batch 224 - Loss: 205.4465 Validation Accuracy: 0.855469
Epoch 8, Batch 225 - Loss: 262.1850 Validation Accuracy: 0.855469
Epoch 8, Batch 226 - Loss: 238.4261 Validation Accuracy: 0.859375
Epoch 8, Batch 227 - Loss: 302.1750 Validation Accuracy: 0.859375
Epoch 8, Batch 228 - Loss: 278.4394 Validation Accuracy: 0.855469
Epoch 8, Batch 229 - Loss: 381.9826 Validation Accuracy: 0.855469
Epoch 8, Batch 230 - Loss: 165.8166 Validation Accuracy: 0.859375
Epoch 8, Batch 231 - Loss: 431.6219 Validation Accuracy: 0.855469
Epoch 8, Batch 232 - Loss: 262.7776 Validation Accuracy: 0.855469
Epoch 8, Batch 233 - Loss: 245.5535 Validation Accuracy: 0.855469
Epoch 8, Batch 234 - Loss: 169.8723 Validation Accuracy: 0.851562
Epoch 8, Batch 235 - Loss: 540.7809 Validation Accuracy: 0.855469
Epoch 8, Batch 236 - Loss: 223.6211 Validation Accuracy: 0.855469
Epoch 8, Batch 237 - Loss: 315.9893 Validation Accuracy: 0.855469
Epoch 8, Batch 238 - Loss: 383.7283 Validation Accuracy: 0.855469
Epoch 8, Batch 239 - Loss: 347.6226 Validation Accuracy: 0.855469
Epoch 8, Batch 240 - Loss: 475.4324 Validation Accuracy: 0.855469
Epoch 8, Batch 241 - Loss: 340.0110 Validation Accuracy: 0.855469
Epoch 8, Batch 242 - Loss: 197.8687 Validation Accuracy: 0.855469
Epoch 8, Batch 243 - Loss: 283.9927 Validation Accuracy: 0.855469
Epoch 8, Batch 244 - Loss: 161.6009 Validation Accuracy: 0.855469
Epoch 8, Batch 245 - Loss: 215.1119 Validation Accuracy: 0.855469
Epoch 8, Batch 246 - Loss: 300.7846 Validation Accuracy: 0.855469
Epoch 8, Batch 247 - Loss: 294.3157 Validation Accuracy: 0.855469
Epoch 8, Batch 248 - Loss: 340.3773 Validation Accuracy: 0.855469
Epoch 8, Batch 249 - Loss: 482.7611 Validation Accuracy: 0.855469
Epoch 8, Batch 250 - Loss: 224.7397 Validation Accuracy: 0.855469
Epoch 8, Batch 251 - Loss: 387.9998 Validation Accuracy: 0.855469
Epoch 8, Batch 252 - Loss: 307.7436 Validation Accuracy: 0.855469
Epoch 8, Batch 253 - Loss: 251.4947 Validation Accuracy: 0.855469
Epoch 8, Batch 254 - Loss: 335.1966 Validation Accuracy: 0.855469
Epoch 8, Batch 255 - Loss: 169.6050 Validation Accuracy: 0.855469
Epoch 8, Batch 256 - Loss: 303.5425 Validation Accuracy: 0.855469
Epoch 8, Batch 257 - Loss: 341.4732 Validation Accuracy: 0.855469
Epoch 8, Batch 258 - Loss: 530.4841 Validation Accuracy: 0.855469
Epoch 8, Batch 259 - Loss: 165.0874 Validation Accuracy: 0.859375
Epoch 8, Batch 260 - Loss: 244.0762 Validation Accuracy: 0.859375
Epoch 8, Batch 261 - Loss: 224.5746 Validation Accuracy: 0.855469
Epoch 8, Batch 262 - Loss: 386.8589 Validation Accuracy: 0.855469
Epoch 8, Batch 263 - Loss: 332.2535 Validation Accuracy: 0.855469
Epoch 8, Batch 264 - Loss: 304.8405 Validation Accuracy: 0.855469
Epoch 8, Batch 265 - Loss: 100.0627 Validation Accuracy: 0.855469
Epoch 8, Batch 266 - Loss: 143.9174 Validation Accuracy: 0.855469
Epoch 8, Batch 267 - Loss: 253.7436 Validation Accuracy: 0.855469
Epoch 8, Batch 268 - Loss: 270.9338 Validation Accuracy: 0.855469
Epoch 8, Batch 269 - Loss: 215.2316 Validation Accuracy: 0.855469
Epoch 8, Batch 270 - Loss: 302.4764 Validation Accuracy: 0.855469
Epoch 8, Batch 271 - Loss: 269.8396 Validation Accuracy: 0.855469
Epoch 8, Batch 272 - Loss: 157.5919 Validation Accuracy: 0.855469
Epoch 8, Batch 273 - Loss: 432.0539 Validation Accuracy: 0.855469
Epoch 8, Batch 274 - Loss: 190.3520 Validation Accuracy: 0.855469
Epoch 8, Batch 275 - Loss: 419.2696 Validation Accuracy: 0.855469
Epoch 8, Batch 276 - Loss: 407.2899 Validation Accuracy: 0.859375
Epoch 8, Batch 277 - Loss: 311.7386 Validation Accuracy: 0.859375
Epoch 8, Batch 278 - Loss: 204.0855 Validation Accuracy: 0.859375
Epoch 8, Batch 279 - Loss: 259.7427 Validation Accuracy: 0.855469
Epoch 8, Batch 280 - Loss: 328.9013 Validation Accuracy: 0.859375
Epoch 8, Batch 281 - Loss: 274.5319 Validation Accuracy: 0.855469
Epoch 8, Batch 282 - Loss: 339.2503 Validation Accuracy: 0.855469
Epoch 8, Batch 283 - Loss: 257.2314 Validation Accuracy: 0.851562
Epoch 8, Batch 284 - Loss: 297.4669 Validation Accuracy: 0.851562
Epoch 8, Batch 285 - Loss: 313.7181 Validation Accuracy: 0.851562
Epoch 8, Batch 286 - Loss: 263.2115 Validation Accuracy: 0.859375
Epoch 8, Batch 287 - Loss: 390.6807 Validation Accuracy: 0.851562
Epoch 8, Batch 288 - Loss: 349.9341 Validation Accuracy: 0.851562
Epoch 8, Batch 289 - Loss: 247.3659 Validation Accuracy: 0.851562
Epoch 8, Batch 290 - Loss: 389.0963 Validation Accuracy: 0.851562
Epoch 8, Batch 291 - Loss: 335.5255 Validation Accuracy: 0.855469
Epoch 8, Batch 292 - Loss: 317.7646 Validation Accuracy: 0.855469
Epoch 8, Batch 293 - Loss: 185.2776 Validation Accuracy: 0.855469
Epoch 8, Batch 294 - Loss: 359.7598 Validation Accuracy: 0.859375
Epoch 8, Batch 295 - Loss: 274.4801 Validation Accuracy: 0.859375
Epoch 8, Batch 296 - Loss: 229.2927 Validation Accuracy: 0.859375
Epoch 8, Batch 297 - Loss: 477.6057 Validation Accuracy: 0.855469
Epoch 8, Batch 298 - Loss: 300.4483 Validation Accuracy: 0.855469
Epoch 8, Batch 299 - Loss: 237.1990 Validation Accuracy: 0.855469
Epoch 8, Batch 300 - Loss: 251.0547 Validation Accuracy: 0.851562
Epoch 8, Batch 301 - Loss: 210.0426 Validation Accuracy: 0.859375
Epoch 8, Batch 302 - Loss: 363.1276 Validation Accuracy: 0.859375
Epoch 8, Batch 303 - Loss: 343.3482 Validation Accuracy: 0.859375
Epoch 8, Batch 304 - Loss: 391.0681 Validation Accuracy: 0.859375
Epoch 8, Batch 305 - Loss: 330.6126 Validation Accuracy: 0.855469
Epoch 8, Batch 306 - Loss: 252.5082 Validation Accuracy: 0.859375
Epoch 8, Batch 307 - Loss: 292.1546 Validation Accuracy: 0.859375
Epoch 8, Batch 308 - Loss: 424.9955 Validation Accuracy: 0.855469
Epoch 8, Batch 309 - Loss: 216.2373 Validation Accuracy: 0.855469
Epoch 8, Batch 310 - Loss: 296.4383 Validation Accuracy: 0.855469
Epoch 8, Batch 311 - Loss: 265.0326 Validation Accuracy: 0.855469
Epoch 8, Batch 312 - Loss: 281.2459 Validation Accuracy: 0.855469
Epoch 8, Batch 313 - Loss: 292.6058 Validation Accuracy: 0.859375
Epoch 8, Batch 314 - Loss: 350.7049 Validation Accuracy: 0.859375
Epoch 8, Batch 315 - Loss: 346.5510 Validation Accuracy: 0.859375
Epoch 8, Batch 316 - Loss: 319.2448 Validation Accuracy: 0.859375
Epoch 8, Batch 317 - Loss: 203.4956 Validation Accuracy: 0.859375
Epoch 8, Batch 318 - Loss: 242.4403 Validation Accuracy: 0.859375
Epoch 8, Batch 319 - Loss: 369.5958 Validation Accuracy: 0.859375
Epoch 8, Batch 320 - Loss: 198.5970 Validation Accuracy: 0.859375
Epoch 8, Batch 321 - Loss: 269.9581 Validation Accuracy: 0.859375
Epoch 8, Batch 322 - Loss: 193.5618 Validation Accuracy: 0.859375
Epoch 8, Batch 323 - Loss: 357.9047 Validation Accuracy: 0.863281
Epoch 8, Batch 324 - Loss: 283.5653 Validation Accuracy: 0.859375
Epoch 8, Batch 325 - Loss: 412.3044 Validation Accuracy: 0.859375
Epoch 8, Batch 326 - Loss: 213.9373 Validation Accuracy: 0.859375
Epoch 8, Batch 327 - Loss: 270.7202 Validation Accuracy: 0.859375
Epoch 8, Batch 328 - Loss: 272.5097 Validation Accuracy: 0.859375
Epoch 8, Batch 329 - Loss: 321.6982 Validation Accuracy: 0.859375
Epoch 8, Batch 330 - Loss: 192.6511 Validation Accuracy: 0.859375
Epoch 8, Batch 331 - Loss: 235.0260 Validation Accuracy: 0.859375
Epoch 8, Batch 332 - Loss: 202.0556 Validation Accuracy: 0.859375
Epoch 8, Batch 333 - Loss: 214.9896 Validation Accuracy: 0.859375
Epoch 8, Batch 334 - Loss: 276.3360 Validation Accuracy: 0.859375
Epoch 8, Batch 335 - Loss: 387.5482 Validation Accuracy: 0.859375
Epoch 8, Batch 336 - Loss: 287.9650 Validation Accuracy: 0.859375
Epoch 8, Batch 337 - Loss: 238.9108 Validation Accuracy: 0.859375
Epoch 8, Batch 338 - Loss: 380.8863 Validation Accuracy: 0.859375
Epoch 8, Batch 339 - Loss: 268.5906 Validation Accuracy: 0.859375
Epoch 8, Batch 340 - Loss: 325.7478 Validation Accuracy: 0.863281
Epoch 8, Batch 341 - Loss: 277.2168 Validation Accuracy: 0.863281
Epoch 8, Batch 342 - Loss: 213.5187 Validation Accuracy: 0.863281
Epoch 8, Batch 343 - Loss: 340.5157 Validation Accuracy: 0.863281
Epoch 8, Batch 344 - Loss: 329.1281 Validation Accuracy: 0.859375
Epoch 8, Batch 345 - Loss: 332.4862 Validation Accuracy: 0.863281
Epoch 8, Batch 346 - Loss: 274.0682 Validation Accuracy: 0.863281
Epoch 8, Batch 347 - Loss: 218.1881 Validation Accuracy: 0.863281
Epoch 8, Batch 348 - Loss: 241.8473 Validation Accuracy: 0.863281
Epoch 8, Batch 349 - Loss: 313.7336 Validation Accuracy: 0.863281
Epoch 8, Batch 350 - Loss: 338.5393 Validation Accuracy: 0.859375
Epoch 8, Batch 351 - Loss: 322.7281 Validation Accuracy: 0.859375
Epoch 8, Batch 352 - Loss: 207.6172 Validation Accuracy: 0.859375
Epoch 8, Batch 353 - Loss: 479.0134 Validation Accuracy: 0.859375
Epoch 8, Batch 354 - Loss: 267.3630 Validation Accuracy: 0.859375
Epoch 8, Batch 355 - Loss: 294.3765 Validation Accuracy: 0.863281
Epoch 8, Batch 356 - Loss: 322.1129 Validation Accuracy: 0.863281
Epoch 8, Batch 357 - Loss: 398.1221 Validation Accuracy: 0.863281
Epoch 8, Batch 358 - Loss: 260.2870 Validation Accuracy: 0.863281
Epoch 8, Batch 359 - Loss: 278.5645 Validation Accuracy: 0.863281
Epoch 8, Batch 360 - Loss: 296.6030 Validation Accuracy: 0.863281
Epoch 8, Batch 361 - Loss: 315.9954 Validation Accuracy: 0.863281
Epoch 8, Batch 362 - Loss: 419.5310 Validation Accuracy: 0.863281
Epoch 8, Batch 363 - Loss: 361.4000 Validation Accuracy: 0.863281
Epoch 8, Batch 364 - Loss: 403.5171 Validation Accuracy: 0.863281
Epoch 8, Batch 365 - Loss: 214.7012 Validation Accuracy: 0.863281
Epoch 8, Batch 366 - Loss: 403.1766 Validation Accuracy: 0.863281
Epoch 8, Batch 367 - Loss: 224.1633 Validation Accuracy: 0.863281
Epoch 8, Batch 368 - Loss: 293.0499 Validation Accuracy: 0.859375
Epoch 8, Batch 369 - Loss: 459.2444 Validation Accuracy: 0.859375
Epoch 8, Batch 370 - Loss: 402.3576 Validation Accuracy: 0.859375
Epoch 8, Batch 371 - Loss: 296.6810 Validation Accuracy: 0.863281
Epoch 8, Batch 372 - Loss: 254.3049 Validation Accuracy: 0.863281
Epoch 8, Batch 373 - Loss: 231.1459 Validation Accuracy: 0.863281
Epoch 8, Batch 374 - Loss: 236.4522 Validation Accuracy: 0.863281
Epoch 8, Batch 375 - Loss: 127.9884 Validation Accuracy: 0.863281
Epoch 8, Batch 376 - Loss: 341.9909 Validation Accuracy: 0.863281
Epoch 8, Batch 377 - Loss: 124.6739 Validation Accuracy: 0.863281
Epoch 8, Batch 378 - Loss: 278.5302 Validation Accuracy: 0.863281
Epoch 8, Batch 379 - Loss: 294.8693 Validation Accuracy: 0.863281
Epoch 8, Batch 380 - Loss: 218.1403 Validation Accuracy: 0.863281
Epoch 8, Batch 381 - Loss: 333.1467 Validation Accuracy: 0.863281
Epoch 8, Batch 382 - Loss: 190.5831 Validation Accuracy: 0.863281
Epoch 8, Batch 383 - Loss: 329.3487 Validation Accuracy: 0.867188
Epoch 8, Batch 384 - Loss: 325.7817 Validation Accuracy: 0.863281
Epoch 8, Batch 385 - Loss: 351.0290 Validation Accuracy: 0.863281
Epoch 8, Batch 386 - Loss: 257.7678 Validation Accuracy: 0.867188
Epoch 8, Batch 387 - Loss: 192.5217 Validation Accuracy: 0.863281
Epoch 8, Batch 388 - Loss: 159.8057 Validation Accuracy: 0.859375
Epoch 8, Batch 389 - Loss: 310.4828 Validation Accuracy: 0.859375
Epoch 8, Batch 390 - Loss: 329.2218 Validation Accuracy: 0.859375
Epoch 8, Batch 391 - Loss: 268.0523 Validation Accuracy: 0.859375
Epoch 8, Batch 392 - Loss: 326.7022 Validation Accuracy: 0.859375
Epoch 8, Batch 393 - Loss: 189.3921 Validation Accuracy: 0.859375
Epoch 8, Batch 394 - Loss: 216.4771 Validation Accuracy: 0.863281
Epoch 8, Batch 395 - Loss: 159.4024 Validation Accuracy: 0.859375
Epoch 8, Batch 396 - Loss: 379.9692 Validation Accuracy: 0.859375
Epoch 8, Batch 397 - Loss: 173.0334 Validation Accuracy: 0.859375
Epoch 8, Batch 398 - Loss: 283.4619 Validation Accuracy: 0.859375
Epoch 8, Batch 399 - Loss: 251.7529 Validation Accuracy: 0.859375
Epoch 8, Batch 400 - Loss: 201.3033 Validation Accuracy: 0.859375
Epoch 8, Batch 401 - Loss: 260.0499 Validation Accuracy: 0.855469
Epoch 8, Batch 402 - Loss: 521.4142 Validation Accuracy: 0.863281
Epoch 8, Batch 403 - Loss: 241.7969 Validation Accuracy: 0.863281
Epoch 8, Batch 404 - Loss: 332.2536 Validation Accuracy: 0.863281
Epoch 8, Batch 405 - Loss: 343.4495 Validation Accuracy: 0.863281
Epoch 8, Batch 406 - Loss: 317.1035 Validation Accuracy: 0.863281
Epoch 8, Batch 407 - Loss: 221.0431 Validation Accuracy: 0.863281
Epoch 8, Batch 408 - Loss: 273.9355 Validation Accuracy: 0.867188
Epoch 8, Batch 409 - Loss: 448.1472 Validation Accuracy: 0.863281
Epoch 8, Batch 410 - Loss: 256.5770 Validation Accuracy: 0.859375
Epoch 8, Batch 411 - Loss: 241.9960 Validation Accuracy: 0.867188
Epoch 8, Batch 412 - Loss: 335.1418 Validation Accuracy: 0.867188
Epoch 8, Batch 413 - Loss: 251.3823 Validation Accuracy: 0.867188
Epoch 8, Batch 414 - Loss: 244.1837 Validation Accuracy: 0.867188
Epoch 8, Batch 415 - Loss: 318.1023 Validation Accuracy: 0.867188
Epoch 8, Batch 416 - Loss: 329.3162 Validation Accuracy: 0.863281
Epoch 8, Batch 417 - Loss: 312.3342 Validation Accuracy: 0.867188
Epoch 8, Batch 418 - Loss: 233.7024 Validation Accuracy: 0.867188
Epoch 8, Batch 419 - Loss: 272.5624 Validation Accuracy: 0.863281
Epoch 8, Batch 420 - Loss: 303.6709 Validation Accuracy: 0.863281
Epoch 8, Batch 421 - Loss: 288.1108 Validation Accuracy: 0.867188
Epoch 8, Batch 422 - Loss: 236.9295 Validation Accuracy: 0.863281
Epoch 8, Batch 423 - Loss: 304.6086 Validation Accuracy: 0.863281
Epoch 8, Batch 424 - Loss: 285.4996 Validation Accuracy: 0.859375
Epoch 8, Batch 425 - Loss: 147.8670 Validation Accuracy: 0.863281
Epoch 8, Batch 426 - Loss: 245.4194 Validation Accuracy: 0.863281
Epoch 8, Batch 427 - Loss: 332.0118 Validation Accuracy: 0.863281
Epoch 8, Batch 428 - Loss: 375.1660 Validation Accuracy: 0.863281
Epoch 8, Batch 429 - Loss: 374.0638 Validation Accuracy: 0.859375
Epoch 9, Batch 1 - Loss: 307.9976 Validation Accuracy: 0.863281
Epoch 9, Batch 2 - Loss: 218.0561 Validation Accuracy: 0.859375
Epoch 9, Batch 3 - Loss: 298.7732 Validation Accuracy: 0.851562
Epoch 9, Batch 4 - Loss: 323.8409 Validation Accuracy: 0.855469
Epoch 9, Batch 5 - Loss: 218.2614 Validation Accuracy: 0.855469
Epoch 9, Batch 6 - Loss: 120.7510 Validation Accuracy: 0.855469
Epoch 9, Batch 7 - Loss: 264.8442 Validation Accuracy: 0.855469
Epoch 9, Batch 8 - Loss: 493.9452 Validation Accuracy: 0.855469
Epoch 9, Batch 9 - Loss: 287.1352 Validation Accuracy: 0.855469
Epoch 9, Batch 10 - Loss: 259.8635 Validation Accuracy: 0.859375
Epoch 9, Batch 11 - Loss: 166.2168 Validation Accuracy: 0.855469
Epoch 9, Batch 12 - Loss: 267.2017 Validation Accuracy: 0.855469
Epoch 9, Batch 13 - Loss: 247.0221 Validation Accuracy: 0.855469
Epoch 9, Batch 14 - Loss: 283.5702 Validation Accuracy: 0.855469
Epoch 9, Batch 15 - Loss: 242.4890 Validation Accuracy: 0.851562
Epoch 9, Batch 16 - Loss: 324.8839 Validation Accuracy: 0.851562
Epoch 9, Batch 17 - Loss: 424.3746 Validation Accuracy: 0.859375
Epoch 9, Batch 18 - Loss: 297.8330 Validation Accuracy: 0.859375
Epoch 9, Batch 19 - Loss: 358.4149 Validation Accuracy: 0.859375
Epoch 9, Batch 20 - Loss: 279.4816 Validation Accuracy: 0.859375
Epoch 9, Batch 21 - Loss: 245.3766 Validation Accuracy: 0.855469
Epoch 9, Batch 22 - Loss: 357.1383 Validation Accuracy: 0.855469
Epoch 9, Batch 23 - Loss: 248.4073 Validation Accuracy: 0.859375
Epoch 9, Batch 24 - Loss: 226.3472 Validation Accuracy: 0.863281
Epoch 9, Batch 25 - Loss: 345.8122 Validation Accuracy: 0.863281
Epoch 9, Batch 26 - Loss: 213.8546 Validation Accuracy: 0.863281
Epoch 9, Batch 27 - Loss: 462.3538 Validation Accuracy: 0.863281
Epoch 9, Batch 28 - Loss: 348.9923 Validation Accuracy: 0.863281
Epoch 9, Batch 29 - Loss: 280.0589 Validation Accuracy: 0.859375
Epoch 9, Batch 30 - Loss: 369.6548 Validation Accuracy: 0.855469
Epoch 9, Batch 31 - Loss: 268.1859 Validation Accuracy: 0.859375
Epoch 9, Batch 32 - Loss: 301.3546 Validation Accuracy: 0.859375
Epoch 9, Batch 33 - Loss: 153.0717 Validation Accuracy: 0.855469
Epoch 9, Batch 34 - Loss: 356.1922 Validation Accuracy: 0.863281
Epoch 9, Batch 35 - Loss: 210.1826 Validation Accuracy: 0.863281
Epoch 9, Batch 36 - Loss: 227.4850 Validation Accuracy: 0.851562
Epoch 9, Batch 37 - Loss: 199.7514 Validation Accuracy: 0.859375
Epoch 9, Batch 38 - Loss: 281.0018 Validation Accuracy: 0.859375
Epoch 9, Batch 39 - Loss: 378.1860 Validation Accuracy: 0.859375
Epoch 9, Batch 40 - Loss: 429.2299 Validation Accuracy: 0.859375
Epoch 9, Batch 41 - Loss: 330.8359 Validation Accuracy: 0.851562
Epoch 9, Batch 42 - Loss: 246.6347 Validation Accuracy: 0.851562
Epoch 9, Batch 43 - Loss: 295.0438 Validation Accuracy: 0.851562
Epoch 9, Batch 44 - Loss: 304.5977 Validation Accuracy: 0.855469
Epoch 9, Batch 45 - Loss: 359.2460 Validation Accuracy: 0.851562
Epoch 9, Batch 46 - Loss: 197.2937 Validation Accuracy: 0.851562
Epoch 9, Batch 47 - Loss: 271.5422 Validation Accuracy: 0.855469
Epoch 9, Batch 48 - Loss: 342.0121 Validation Accuracy: 0.851562
Epoch 9, Batch 49 - Loss: 308.8875 Validation Accuracy: 0.855469
Epoch 9, Batch 50 - Loss: 273.7187 Validation Accuracy: 0.859375
Epoch 9, Batch 51 - Loss: 228.9698 Validation Accuracy: 0.855469
Epoch 9, Batch 52 - Loss: 243.6011 Validation Accuracy: 0.855469
Epoch 9, Batch 53 - Loss: 339.2855 Validation Accuracy: 0.859375
Epoch 9, Batch 54 - Loss: 264.2754 Validation Accuracy: 0.863281
Epoch 9, Batch 55 - Loss: 305.9231 Validation Accuracy: 0.867188
Epoch 9, Batch 56 - Loss: 272.1131 Validation Accuracy: 0.863281
Epoch 9, Batch 57 - Loss: 251.6226 Validation Accuracy: 0.867188
Epoch 9, Batch 58 - Loss: 299.9774 Validation Accuracy: 0.867188
Epoch 9, Batch 59 - Loss: 408.7867 Validation Accuracy: 0.863281
Epoch 9, Batch 60 - Loss: 362.6690 Validation Accuracy: 0.863281
Epoch 9, Batch 61 - Loss: 357.7835 Validation Accuracy: 0.859375
Epoch 9, Batch 62 - Loss: 271.2548 Validation Accuracy: 0.863281
Epoch 9, Batch 63 - Loss: 298.9891 Validation Accuracy: 0.863281
Epoch 9, Batch 64 - Loss: 298.8333 Validation Accuracy: 0.855469
Epoch 9, Batch 65 - Loss: 184.8856 Validation Accuracy: 0.855469
Epoch 9, Batch 66 - Loss: 131.3057 Validation Accuracy: 0.859375
Epoch 9, Batch 67 - Loss: 401.3816 Validation Accuracy: 0.855469
Epoch 9, Batch 68 - Loss: 262.4059 Validation Accuracy: 0.847656
Epoch 9, Batch 69 - Loss: 162.3699 Validation Accuracy: 0.855469
Epoch 9, Batch 70 - Loss: 311.0739 Validation Accuracy: 0.851562
Epoch 9, Batch 71 - Loss: 298.9717 Validation Accuracy: 0.851562
Epoch 9, Batch 72 - Loss: 195.2422 Validation Accuracy: 0.859375
Epoch 9, Batch 73 - Loss: 310.8852 Validation Accuracy: 0.863281
Epoch 9, Batch 74 - Loss: 269.4037 Validation Accuracy: 0.867188
Epoch 9, Batch 75 - Loss: 397.8165 Validation Accuracy: 0.863281
Epoch 9, Batch 76 - Loss: 186.9126 Validation Accuracy: 0.859375
Epoch 9, Batch 77 - Loss: 280.0613 Validation Accuracy: 0.859375
Epoch 9, Batch 78 - Loss: 165.0869 Validation Accuracy: 0.855469
Epoch 9, Batch 79 - Loss: 396.0515 Validation Accuracy: 0.851562
Epoch 9, Batch 80 - Loss: 357.2744 Validation Accuracy: 0.859375
Epoch 9, Batch 81 - Loss: 280.0922 Validation Accuracy: 0.859375
Epoch 9, Batch 82 - Loss: 370.8306 Validation Accuracy: 0.855469
Epoch 9, Batch 83 - Loss: 373.4081 Validation Accuracy: 0.863281
Epoch 9, Batch 84 - Loss: 203.5141 Validation Accuracy: 0.859375
Epoch 9, Batch 85 - Loss: 285.0845 Validation Accuracy: 0.859375
Epoch 9, Batch 86 - Loss: 322.6046 Validation Accuracy: 0.859375
Epoch 9, Batch 87 - Loss: 247.7467 Validation Accuracy: 0.859375
Epoch 9, Batch 88 - Loss: 185.5397 Validation Accuracy: 0.859375
Epoch 9, Batch 89 - Loss: 200.9034 Validation Accuracy: 0.851562
Epoch 9, Batch 90 - Loss: 279.6688 Validation Accuracy: 0.863281
Epoch 9, Batch 91 - Loss: 213.7938 Validation Accuracy: 0.863281
Epoch 9, Batch 92 - Loss: 179.0126 Validation Accuracy: 0.867188
Epoch 9, Batch 93 - Loss: 225.1202 Validation Accuracy: 0.863281
Epoch 9, Batch 94 - Loss: 248.2957 Validation Accuracy: 0.863281
Epoch 9, Batch 95 - Loss: 133.1496 Validation Accuracy: 0.867188
Epoch 9, Batch 96 - Loss: 283.9114 Validation Accuracy: 0.863281
Epoch 9, Batch 97 - Loss: 263.3719 Validation Accuracy: 0.863281
Epoch 9, Batch 98 - Loss: 260.4349 Validation Accuracy: 0.863281
Epoch 9, Batch 99 - Loss: 401.7104 Validation Accuracy: 0.863281
Epoch 9, Batch 100 - Loss: 397.1394 Validation Accuracy: 0.859375
Epoch 9, Batch 101 - Loss: 322.5830 Validation Accuracy: 0.859375
Epoch 9, Batch 102 - Loss: 206.6404 Validation Accuracy: 0.863281
Epoch 9, Batch 103 - Loss: 184.1897 Validation Accuracy: 0.863281
Epoch 9, Batch 104 - Loss: 290.3748 Validation Accuracy: 0.859375
Epoch 9, Batch 105 - Loss: 267.2235 Validation Accuracy: 0.863281
Epoch 9, Batch 106 - Loss: 300.8956 Validation Accuracy: 0.851562
Epoch 9, Batch 107 - Loss: 280.7890 Validation Accuracy: 0.859375
Epoch 9, Batch 108 - Loss: 342.0066 Validation Accuracy: 0.859375
Epoch 9, Batch 109 - Loss: 250.7505 Validation Accuracy: 0.859375
Epoch 9, Batch 110 - Loss: 231.1434 Validation Accuracy: 0.863281
Epoch 9, Batch 111 - Loss: 223.1789 Validation Accuracy: 0.863281
Epoch 9, Batch 112 - Loss: 333.4295 Validation Accuracy: 0.863281
Epoch 9, Batch 113 - Loss: 312.8118 Validation Accuracy: 0.863281
Epoch 9, Batch 114 - Loss: 169.7693 Validation Accuracy: 0.863281
Epoch 9, Batch 115 - Loss: 544.2816 Validation Accuracy: 0.867188
Epoch 9, Batch 116 - Loss: 305.5426 Validation Accuracy: 0.867188
Epoch 9, Batch 117 - Loss: 292.7376 Validation Accuracy: 0.859375
Epoch 9, Batch 118 - Loss: 259.8748 Validation Accuracy: 0.859375
Epoch 9, Batch 119 - Loss: 233.1816 Validation Accuracy: 0.863281
Epoch 9, Batch 120 - Loss: 130.6458 Validation Accuracy: 0.859375
Epoch 9, Batch 121 - Loss: 272.9746 Validation Accuracy: 0.863281
Epoch 9, Batch 122 - Loss: 295.0376 Validation Accuracy: 0.863281
Epoch 9, Batch 123 - Loss: 179.1497 Validation Accuracy: 0.863281
Epoch 9, Batch 124 - Loss: 347.0672 Validation Accuracy: 0.859375
Epoch 9, Batch 125 - Loss: 250.2293 Validation Accuracy: 0.851562
Epoch 9, Batch 126 - Loss: 227.7222 Validation Accuracy: 0.851562
Epoch 9, Batch 127 - Loss: 416.5142 Validation Accuracy: 0.855469
Epoch 9, Batch 128 - Loss: 237.2827 Validation Accuracy: 0.847656
Epoch 9, Batch 129 - Loss: 426.4867 Validation Accuracy: 0.851562
Epoch 9, Batch 130 - Loss: 358.5259 Validation Accuracy: 0.847656
Epoch 9, Batch 131 - Loss: 196.5321 Validation Accuracy: 0.855469
Epoch 9, Batch 132 - Loss: 265.3178 Validation Accuracy: 0.851562
Epoch 9, Batch 133 - Loss: 235.7321 Validation Accuracy: 0.847656
Epoch 9, Batch 134 - Loss: 279.5995 Validation Accuracy: 0.843750
Epoch 9, Batch 135 - Loss: 310.7351 Validation Accuracy: 0.847656
Epoch 9, Batch 136 - Loss: 306.0355 Validation Accuracy: 0.847656
Epoch 9, Batch 137 - Loss: 331.3403 Validation Accuracy: 0.851562
Epoch 9, Batch 138 - Loss: 237.2625 Validation Accuracy: 0.847656
Epoch 9, Batch 139 - Loss: 231.9620 Validation Accuracy: 0.847656
Epoch 9, Batch 140 - Loss: 334.8519 Validation Accuracy: 0.847656
Epoch 9, Batch 141 - Loss: 204.3462 Validation Accuracy: 0.847656
Epoch 9, Batch 142 - Loss: 218.7471 Validation Accuracy: 0.847656
Epoch 9, Batch 143 - Loss: 343.3160 Validation Accuracy: 0.847656
Epoch 9, Batch 144 - Loss: 260.0444 Validation Accuracy: 0.851562
Epoch 9, Batch 145 - Loss: 373.5309 Validation Accuracy: 0.847656
Epoch 9, Batch 146 - Loss: 363.8323 Validation Accuracy: 0.847656
Epoch 9, Batch 147 - Loss: 180.0190 Validation Accuracy: 0.847656
Epoch 9, Batch 148 - Loss: 278.7087 Validation Accuracy: 0.847656
Epoch 9, Batch 149 - Loss: 237.4591 Validation Accuracy: 0.847656
Epoch 9, Batch 150 - Loss: 190.4418 Validation Accuracy: 0.851562
Epoch 9, Batch 151 - Loss: 287.2202 Validation Accuracy: 0.851562
Epoch 9, Batch 152 - Loss: 239.7423 Validation Accuracy: 0.847656
Epoch 9, Batch 153 - Loss: 333.8773 Validation Accuracy: 0.843750
Epoch 9, Batch 154 - Loss: 299.0404 Validation Accuracy: 0.847656
Epoch 9, Batch 155 - Loss: 362.5086 Validation Accuracy: 0.847656
Epoch 9, Batch 156 - Loss: 365.0083 Validation Accuracy: 0.847656
Epoch 9, Batch 157 - Loss: 326.6061 Validation Accuracy: 0.847656
Epoch 9, Batch 158 - Loss: 185.9984 Validation Accuracy: 0.847656
Epoch 9, Batch 159 - Loss: 395.2529 Validation Accuracy: 0.855469
Epoch 9, Batch 160 - Loss: 337.7512 Validation Accuracy: 0.855469
Epoch 9, Batch 161 - Loss: 408.5083 Validation Accuracy: 0.851562
Epoch 9, Batch 162 - Loss: 280.3474 Validation Accuracy: 0.851562
Epoch 9, Batch 163 - Loss: 271.8568 Validation Accuracy: 0.851562
Epoch 9, Batch 164 - Loss: 291.5352 Validation Accuracy: 0.847656
Epoch 9, Batch 165 - Loss: 297.5208 Validation Accuracy: 0.855469
Epoch 9, Batch 166 - Loss: 354.2318 Validation Accuracy: 0.859375
Epoch 9, Batch 167 - Loss: 317.5113 Validation Accuracy: 0.859375
Epoch 9, Batch 168 - Loss: 198.1075 Validation Accuracy: 0.859375
Epoch 9, Batch 169 - Loss: 262.4502 Validation Accuracy: 0.855469
Epoch 9, Batch 170 - Loss: 234.7296 Validation Accuracy: 0.855469
Epoch 9, Batch 171 - Loss: 228.7975 Validation Accuracy: 0.863281
Epoch 9, Batch 172 - Loss: 362.4089 Validation Accuracy: 0.859375
Epoch 9, Batch 173 - Loss: 347.7057 Validation Accuracy: 0.863281
Epoch 9, Batch 174 - Loss: 310.9259 Validation Accuracy: 0.863281
Epoch 9, Batch 175 - Loss: 305.2379 Validation Accuracy: 0.863281
Epoch 9, Batch 176 - Loss: 285.8794 Validation Accuracy: 0.863281
Epoch 9, Batch 177 - Loss: 171.6135 Validation Accuracy: 0.859375
Epoch 9, Batch 178 - Loss: 283.5451 Validation Accuracy: 0.855469
Epoch 9, Batch 179 - Loss: 288.9207 Validation Accuracy: 0.863281
Epoch 9, Batch 180 - Loss: 133.8011 Validation Accuracy: 0.863281
Epoch 9, Batch 181 - Loss: 255.1332 Validation Accuracy: 0.863281
Epoch 9, Batch 182 - Loss: 309.9465 Validation Accuracy: 0.863281
Epoch 9, Batch 183 - Loss: 364.5766 Validation Accuracy: 0.863281
Epoch 9, Batch 184 - Loss: 222.3936 Validation Accuracy: 0.859375
Epoch 9, Batch 185 - Loss: 164.0206 Validation Accuracy: 0.859375
Epoch 9, Batch 186 - Loss: 217.5831 Validation Accuracy: 0.859375
Epoch 9, Batch 187 - Loss: 269.5784 Validation Accuracy: 0.859375
Epoch 9, Batch 188 - Loss: 241.2559 Validation Accuracy: 0.859375
Epoch 9, Batch 189 - Loss: 191.3731 Validation Accuracy: 0.859375
Epoch 9, Batch 190 - Loss: 375.0703 Validation Accuracy: 0.855469
Epoch 9, Batch 191 - Loss: 297.6346 Validation Accuracy: 0.855469
Epoch 9, Batch 192 - Loss: 205.3201 Validation Accuracy: 0.855469
Epoch 9, Batch 193 - Loss: 286.7379 Validation Accuracy: 0.855469
Epoch 9, Batch 194 - Loss: 273.6352 Validation Accuracy: 0.855469
Epoch 9, Batch 195 - Loss: 307.4323 Validation Accuracy: 0.855469
Epoch 9, Batch 196 - Loss: 261.7118 Validation Accuracy: 0.855469
Epoch 9, Batch 197 - Loss: 279.4309 Validation Accuracy: 0.855469
Epoch 9, Batch 198 - Loss: 176.7923 Validation Accuracy: 0.855469
Epoch 9, Batch 199 - Loss: 235.9903 Validation Accuracy: 0.847656
Epoch 9, Batch 200 - Loss: 247.2315 Validation Accuracy: 0.855469
Epoch 9, Batch 201 - Loss: 293.9284 Validation Accuracy: 0.851562
Epoch 9, Batch 202 - Loss: 225.7405 Validation Accuracy: 0.851562
Epoch 9, Batch 203 - Loss: 202.7670 Validation Accuracy: 0.855469
Epoch 9, Batch 204 - Loss: 198.4225 Validation Accuracy: 0.855469
Epoch 9, Batch 205 - Loss: 329.7507 Validation Accuracy: 0.851562
Epoch 9, Batch 206 - Loss: 244.0079 Validation Accuracy: 0.855469
Epoch 9, Batch 207 - Loss: 275.1670 Validation Accuracy: 0.859375
Epoch 9, Batch 208 - Loss: 340.1198 Validation Accuracy: 0.855469
Epoch 9, Batch 209 - Loss: 301.7460 Validation Accuracy: 0.855469
Epoch 9, Batch 210 - Loss: 289.6604 Validation Accuracy: 0.851562
Epoch 9, Batch 211 - Loss: 311.5961 Validation Accuracy: 0.855469
Epoch 9, Batch 212 - Loss: 362.1698 Validation Accuracy: 0.851562
Epoch 9, Batch 213 - Loss: 141.3345 Validation Accuracy: 0.859375
Epoch 9, Batch 214 - Loss: 299.1883 Validation Accuracy: 0.859375
Epoch 9, Batch 215 - Loss: 329.5384 Validation Accuracy: 0.859375
Epoch 9, Batch 216 - Loss: 314.8589 Validation Accuracy: 0.859375
Epoch 9, Batch 217 - Loss: 274.4649 Validation Accuracy: 0.855469
Epoch 9, Batch 218 - Loss: 154.1130 Validation Accuracy: 0.859375
Epoch 9, Batch 219 - Loss: 290.3644 Validation Accuracy: 0.855469
Epoch 9, Batch 220 - Loss: 298.2646 Validation Accuracy: 0.855469
Epoch 9, Batch 221 - Loss: 252.0630 Validation Accuracy: 0.855469
Epoch 9, Batch 222 - Loss: 390.4915 Validation Accuracy: 0.855469
Epoch 9, Batch 223 - Loss: 253.6935 Validation Accuracy: 0.855469
Epoch 9, Batch 224 - Loss: 178.0749 Validation Accuracy: 0.855469
Epoch 9, Batch 225 - Loss: 227.1749 Validation Accuracy: 0.855469
Epoch 9, Batch 226 - Loss: 227.0646 Validation Accuracy: 0.859375
Epoch 9, Batch 227 - Loss: 299.3868 Validation Accuracy: 0.859375
Epoch 9, Batch 228 - Loss: 177.1807 Validation Accuracy: 0.855469
Epoch 9, Batch 229 - Loss: 247.7480 Validation Accuracy: 0.859375
Epoch 9, Batch 230 - Loss: 401.1595 Validation Accuracy: 0.863281
Epoch 9, Batch 231 - Loss: 241.1387 Validation Accuracy: 0.863281
Epoch 9, Batch 232 - Loss: 228.4038 Validation Accuracy: 0.863281
Epoch 9, Batch 233 - Loss: 100.7997 Validation Accuracy: 0.863281
Epoch 9, Batch 234 - Loss: 281.8268 Validation Accuracy: 0.863281
Epoch 9, Batch 235 - Loss: 212.4341 Validation Accuracy: 0.859375
Epoch 9, Batch 236 - Loss: 400.5433 Validation Accuracy: 0.863281
Epoch 9, Batch 237 - Loss: 236.1433 Validation Accuracy: 0.859375
Epoch 9, Batch 238 - Loss: 431.0100 Validation Accuracy: 0.859375
Epoch 9, Batch 239 - Loss: 284.0866 Validation Accuracy: 0.863281
Epoch 9, Batch 240 - Loss: 270.9006 Validation Accuracy: 0.859375
Epoch 9, Batch 241 - Loss: 328.1074 Validation Accuracy: 0.859375
Epoch 9, Batch 242 - Loss: 307.3977 Validation Accuracy: 0.859375
Epoch 9, Batch 243 - Loss: 251.8961 Validation Accuracy: 0.859375
Epoch 9, Batch 244 - Loss: 419.0455 Validation Accuracy: 0.859375
Epoch 9, Batch 245 - Loss: 290.5599 Validation Accuracy: 0.863281
Epoch 9, Batch 246 - Loss: 329.1476 Validation Accuracy: 0.863281
Epoch 9, Batch 247 - Loss: 212.3638 Validation Accuracy: 0.863281
Epoch 9, Batch 248 - Loss: 226.5514 Validation Accuracy: 0.863281
Epoch 9, Batch 249 - Loss: 317.7556 Validation Accuracy: 0.863281
Epoch 9, Batch 250 - Loss: 323.1161 Validation Accuracy: 0.863281
Epoch 9, Batch 251 - Loss: 319.5189 Validation Accuracy: 0.863281
Epoch 9, Batch 252 - Loss: 273.6130 Validation Accuracy: 0.863281
Epoch 9, Batch 253 - Loss: 343.6849 Validation Accuracy: 0.863281
Epoch 9, Batch 254 - Loss: 321.4738 Validation Accuracy: 0.859375
Epoch 9, Batch 255 - Loss: 213.2195 Validation Accuracy: 0.863281
Epoch 9, Batch 256 - Loss: 352.8616 Validation Accuracy: 0.859375
Epoch 9, Batch 257 - Loss: 288.7678 Validation Accuracy: 0.863281
Epoch 9, Batch 258 - Loss: 274.8379 Validation Accuracy: 0.863281
Epoch 9, Batch 259 - Loss: 259.4725 Validation Accuracy: 0.859375
Epoch 9, Batch 260 - Loss: 297.2039 Validation Accuracy: 0.855469
Epoch 9, Batch 261 - Loss: 261.6727 Validation Accuracy: 0.851562
Epoch 9, Batch 262 - Loss: 349.2281 Validation Accuracy: 0.855469
Epoch 9, Batch 263 - Loss: 232.6827 Validation Accuracy: 0.855469
Epoch 9, Batch 264 - Loss: 245.2098 Validation Accuracy: 0.855469
Epoch 9, Batch 265 - Loss: 271.3002 Validation Accuracy: 0.863281
Epoch 9, Batch 266 - Loss: 332.7585 Validation Accuracy: 0.863281
Epoch 9, Batch 267 - Loss: 326.0088 Validation Accuracy: 0.859375
Epoch 9, Batch 268 - Loss: 310.9191 Validation Accuracy: 0.859375
Epoch 9, Batch 269 - Loss: 204.5501 Validation Accuracy: 0.855469
Epoch 9, Batch 270 - Loss: 342.0381 Validation Accuracy: 0.855469
Epoch 9, Batch 271 - Loss: 198.7171 Validation Accuracy: 0.855469
Epoch 9, Batch 272 - Loss: 228.9328 Validation Accuracy: 0.859375
Epoch 9, Batch 273 - Loss: 368.5238 Validation Accuracy: 0.855469
Epoch 9, Batch 274 - Loss: 325.8907 Validation Accuracy: 0.859375
Epoch 9, Batch 275 - Loss: 275.5862 Validation Accuracy: 0.855469
Epoch 9, Batch 276 - Loss: 242.0741 Validation Accuracy: 0.855469
Epoch 9, Batch 277 - Loss: 214.9316 Validation Accuracy: 0.859375
Epoch 9, Batch 278 - Loss: 215.8366 Validation Accuracy: 0.859375
Epoch 9, Batch 279 - Loss: 254.2929 Validation Accuracy: 0.855469
Epoch 9, Batch 280 - Loss: 208.4695 Validation Accuracy: 0.855469
Epoch 9, Batch 281 - Loss: 296.7973 Validation Accuracy: 0.855469
Epoch 9, Batch 282 - Loss: 319.2874 Validation Accuracy: 0.851562
Epoch 9, Batch 283 - Loss: 257.9524 Validation Accuracy: 0.855469
Epoch 9, Batch 284 - Loss: 300.2703 Validation Accuracy: 0.855469
Epoch 9, Batch 285 - Loss: 254.0696 Validation Accuracy: 0.855469
Epoch 9, Batch 286 - Loss: 365.6295 Validation Accuracy: 0.859375
Epoch 9, Batch 287 - Loss: 256.4099 Validation Accuracy: 0.859375
Epoch 9, Batch 288 - Loss: 326.1694 Validation Accuracy: 0.851562
Epoch 9, Batch 289 - Loss: 304.5288 Validation Accuracy: 0.851562
Epoch 9, Batch 290 - Loss: 269.5275 Validation Accuracy: 0.859375
Epoch 9, Batch 291 - Loss: 225.5672 Validation Accuracy: 0.851562
Epoch 9, Batch 292 - Loss: 237.3770 Validation Accuracy: 0.847656
Epoch 9, Batch 293 - Loss: 251.9360 Validation Accuracy: 0.847656
Epoch 9, Batch 294 - Loss: 212.8029 Validation Accuracy: 0.855469
Epoch 9, Batch 295 - Loss: 303.8835 Validation Accuracy: 0.851562
Epoch 9, Batch 296 - Loss: 211.3570 Validation Accuracy: 0.851562
Epoch 9, Batch 297 - Loss: 323.1616 Validation Accuracy: 0.855469
Epoch 9, Batch 298 - Loss: 267.4520 Validation Accuracy: 0.855469
Epoch 9, Batch 299 - Loss: 210.0836 Validation Accuracy: 0.851562
Epoch 9, Batch 300 - Loss: 219.2738 Validation Accuracy: 0.855469
Epoch 9, Batch 301 - Loss: 378.0248 Validation Accuracy: 0.859375
Epoch 9, Batch 302 - Loss: 260.8178 Validation Accuracy: 0.863281
Epoch 9, Batch 303 - Loss: 230.4406 Validation Accuracy: 0.871094
Epoch 9, Batch 304 - Loss: 300.1225 Validation Accuracy: 0.859375
Epoch 9, Batch 305 - Loss: 145.6997 Validation Accuracy: 0.863281
Epoch 9, Batch 306 - Loss: 318.4020 Validation Accuracy: 0.859375
Epoch 9, Batch 307 - Loss: 217.7816 Validation Accuracy: 0.859375
Epoch 9, Batch 308 - Loss: 293.6768 Validation Accuracy: 0.859375
Epoch 9, Batch 309 - Loss: 215.7470 Validation Accuracy: 0.855469
Epoch 9, Batch 310 - Loss: 292.4874 Validation Accuracy: 0.859375
Epoch 9, Batch 311 - Loss: 257.2862 Validation Accuracy: 0.867188
Epoch 9, Batch 312 - Loss: 314.9854 Validation Accuracy: 0.867188
Epoch 9, Batch 313 - Loss: 292.7866 Validation Accuracy: 0.867188
Epoch 9, Batch 314 - Loss: 159.7423 Validation Accuracy: 0.867188
Epoch 9, Batch 315 - Loss: 238.7794 Validation Accuracy: 0.867188
Epoch 9, Batch 316 - Loss: 276.4052 Validation Accuracy: 0.863281
Epoch 9, Batch 317 - Loss: 276.4135 Validation Accuracy: 0.863281
Epoch 9, Batch 318 - Loss: 175.8521 Validation Accuracy: 0.863281
Epoch 9, Batch 319 - Loss: 227.1862 Validation Accuracy: 0.863281
Epoch 9, Batch 320 - Loss: 273.9277 Validation Accuracy: 0.863281
Epoch 9, Batch 321 - Loss: 421.0846 Validation Accuracy: 0.867188
Epoch 9, Batch 322 - Loss: 259.4976 Validation Accuracy: 0.855469
Epoch 9, Batch 323 - Loss: 320.9376 Validation Accuracy: 0.855469
Epoch 9, Batch 324 - Loss: 284.3511 Validation Accuracy: 0.851562
Epoch 9, Batch 325 - Loss: 292.3608 Validation Accuracy: 0.851562
Epoch 9, Batch 326 - Loss: 237.0645 Validation Accuracy: 0.851562
Epoch 9, Batch 327 - Loss: 263.7672 Validation Accuracy: 0.851562
Epoch 9, Batch 328 - Loss: 324.2727 Validation Accuracy: 0.851562
Epoch 9, Batch 329 - Loss: 235.4660 Validation Accuracy: 0.855469
Epoch 9, Batch 330 - Loss: 228.7716 Validation Accuracy: 0.847656
Epoch 9, Batch 331 - Loss: 270.8037 Validation Accuracy: 0.851562
Epoch 9, Batch 332 - Loss: 295.0029 Validation Accuracy: 0.851562
Epoch 9, Batch 333 - Loss: 319.9179 Validation Accuracy: 0.851562
Epoch 9, Batch 334 - Loss: 258.9356 Validation Accuracy: 0.851562
Epoch 9, Batch 335 - Loss: 371.0930 Validation Accuracy: 0.851562
Epoch 9, Batch 336 - Loss: 232.5296 Validation Accuracy: 0.851562
Epoch 9, Batch 337 - Loss: 279.4425 Validation Accuracy: 0.851562
Epoch 9, Batch 338 - Loss: 247.2530 Validation Accuracy: 0.851562
Epoch 9, Batch 339 - Loss: 391.1468 Validation Accuracy: 0.851562
Epoch 9, Batch 340 - Loss: 295.2567 Validation Accuracy: 0.855469
Epoch 9, Batch 341 - Loss: 230.5479 Validation Accuracy: 0.847656
Epoch 9, Batch 342 - Loss: 212.5717 Validation Accuracy: 0.847656
Epoch 9, Batch 343 - Loss: 225.0770 Validation Accuracy: 0.847656
Epoch 9, Batch 344 - Loss: 205.8683 Validation Accuracy: 0.847656
Epoch 9, Batch 345 - Loss: 230.1846 Validation Accuracy: 0.847656
Epoch 9, Batch 346 - Loss: 340.2528 Validation Accuracy: 0.847656
Epoch 9, Batch 347 - Loss: 299.8781 Validation Accuracy: 0.847656
Epoch 9, Batch 348 - Loss: 378.4476 Validation Accuracy: 0.851562
Epoch 9, Batch 349 - Loss: 234.5548 Validation Accuracy: 0.851562
Epoch 9, Batch 350 - Loss: 405.2851 Validation Accuracy: 0.847656
Epoch 9, Batch 351 - Loss: 157.6590 Validation Accuracy: 0.847656
Epoch 9, Batch 352 - Loss: 347.7706 Validation Accuracy: 0.847656
Epoch 9, Batch 353 - Loss: 204.0764 Validation Accuracy: 0.847656
Epoch 9, Batch 354 - Loss: 282.1986 Validation Accuracy: 0.851562
Epoch 9, Batch 355 - Loss: 158.4617 Validation Accuracy: 0.851562
Epoch 9, Batch 356 - Loss: 252.4338 Validation Accuracy: 0.855469
Epoch 9, Batch 357 - Loss: 276.7766 Validation Accuracy: 0.851562
Epoch 9, Batch 358 - Loss: 223.7831 Validation Accuracy: 0.851562
Epoch 9, Batch 359 - Loss: 275.8065 Validation Accuracy: 0.855469
Epoch 9, Batch 360 - Loss: 215.0553 Validation Accuracy: 0.855469
Epoch 9, Batch 361 - Loss: 249.7822 Validation Accuracy: 0.855469
Epoch 9, Batch 362 - Loss: 388.6262 Validation Accuracy: 0.859375
Epoch 9, Batch 363 - Loss: 249.9041 Validation Accuracy: 0.859375
Epoch 9, Batch 364 - Loss: 165.9140 Validation Accuracy: 0.855469
Epoch 9, Batch 365 - Loss: 258.6397 Validation Accuracy: 0.851562
Epoch 9, Batch 366 - Loss: 236.1828 Validation Accuracy: 0.851562
Epoch 9, Batch 367 - Loss: 283.9636 Validation Accuracy: 0.851562
Epoch 9, Batch 368 - Loss: 406.0987 Validation Accuracy: 0.843750
Epoch 9, Batch 369 - Loss: 238.9852 Validation Accuracy: 0.851562
Epoch 9, Batch 370 - Loss: 198.7954 Validation Accuracy: 0.851562
Epoch 9, Batch 371 - Loss: 141.5807 Validation Accuracy: 0.851562
Epoch 9, Batch 372 - Loss: 276.7968 Validation Accuracy: 0.847656
Epoch 9, Batch 373 - Loss: 269.0562 Validation Accuracy: 0.851562
Epoch 9, Batch 374 - Loss: 241.3150 Validation Accuracy: 0.855469
Epoch 9, Batch 375 - Loss: 370.7202 Validation Accuracy: 0.859375
Epoch 9, Batch 376 - Loss: 190.9799 Validation Accuracy: 0.855469
Epoch 9, Batch 377 - Loss: 220.0136 Validation Accuracy: 0.855469
Epoch 9, Batch 378 - Loss: 249.8318 Validation Accuracy: 0.855469
Epoch 9, Batch 379 - Loss: 230.5686 Validation Accuracy: 0.859375
Epoch 9, Batch 380 - Loss: 188.3189 Validation Accuracy: 0.859375
Epoch 9, Batch 381 - Loss: 244.7700 Validation Accuracy: 0.863281
Epoch 9, Batch 382 - Loss: 330.9889 Validation Accuracy: 0.859375
Epoch 9, Batch 383 - Loss: 210.5601 Validation Accuracy: 0.855469
Epoch 9, Batch 384 - Loss: 298.0421 Validation Accuracy: 0.855469
Epoch 9, Batch 385 - Loss: 308.8670 Validation Accuracy: 0.855469
Epoch 9, Batch 386 - Loss: 303.2406 Validation Accuracy: 0.859375
Epoch 9, Batch 387 - Loss: 275.8188 Validation Accuracy: 0.863281
Epoch 9, Batch 388 - Loss: 302.8261 Validation Accuracy: 0.863281
Epoch 9, Batch 389 - Loss: 311.3468 Validation Accuracy: 0.859375
Epoch 9, Batch 390 - Loss: 219.1288 Validation Accuracy: 0.863281
Epoch 9, Batch 391 - Loss: 219.2153 Validation Accuracy: 0.867188
Epoch 9, Batch 392 - Loss: 396.2863 Validation Accuracy: 0.867188
Epoch 9, Batch 393 - Loss: 290.2122 Validation Accuracy: 0.859375
Epoch 9, Batch 394 - Loss: 227.9017 Validation Accuracy: 0.863281
Epoch 9, Batch 395 - Loss: 197.3737 Validation Accuracy: 0.871094
Epoch 9, Batch 396 - Loss: 189.4843 Validation Accuracy: 0.867188
Epoch 9, Batch 397 - Loss: 161.6789 Validation Accuracy: 0.867188
Epoch 9, Batch 398 - Loss: 394.6204 Validation Accuracy: 0.867188
Epoch 9, Batch 399 - Loss: 224.7372 Validation Accuracy: 0.863281
Epoch 9, Batch 400 - Loss: 262.6002 Validation Accuracy: 0.863281
Epoch 9, Batch 401 - Loss: 166.2420 Validation Accuracy: 0.867188
Epoch 9, Batch 402 - Loss: 247.0783 Validation Accuracy: 0.863281
Epoch 9, Batch 403 - Loss: 261.1124 Validation Accuracy: 0.863281
Epoch 9, Batch 404 - Loss: 252.7052 Validation Accuracy: 0.863281
Epoch 9, Batch 405 - Loss: 226.8543 Validation Accuracy: 0.863281
Epoch 9, Batch 406 - Loss: 201.6919 Validation Accuracy: 0.863281
Epoch 9, Batch 407 - Loss: 323.1065 Validation Accuracy: 0.863281
Epoch 9, Batch 408 - Loss: 470.8528 Validation Accuracy: 0.863281
Epoch 9, Batch 409 - Loss: 167.1320 Validation Accuracy: 0.863281
Epoch 9, Batch 410 - Loss: 201.3559 Validation Accuracy: 0.863281
Epoch 9, Batch 411 - Loss: 243.4350 Validation Accuracy: 0.863281
Epoch 9, Batch 412 - Loss: 256.1820 Validation Accuracy: 0.859375
Epoch 9, Batch 413 - Loss: 209.0922 Validation Accuracy: 0.863281
Epoch 9, Batch 414 - Loss: 360.1002 Validation Accuracy: 0.863281
Epoch 9, Batch 415 - Loss: 357.8496 Validation Accuracy: 0.859375
Epoch 9, Batch 416 - Loss: 250.0682 Validation Accuracy: 0.863281
Epoch 9, Batch 417 - Loss: 229.5106 Validation Accuracy: 0.859375
Epoch 9, Batch 418 - Loss: 314.1309 Validation Accuracy: 0.863281
Epoch 9, Batch 419 - Loss: 361.5611 Validation Accuracy: 0.859375
Epoch 9, Batch 420 - Loss: 481.7379 Validation Accuracy: 0.863281
Epoch 9, Batch 421 - Loss: 381.6042 Validation Accuracy: 0.859375
Epoch 9, Batch 422 - Loss: 228.2739 Validation Accuracy: 0.863281
Epoch 9, Batch 423 - Loss: 203.1997 Validation Accuracy: 0.863281
Epoch 9, Batch 424 - Loss: 263.6205 Validation Accuracy: 0.863281
Epoch 9, Batch 425 - Loss: 305.6962 Validation Accuracy: 0.863281
Epoch 9, Batch 426 - Loss: 382.7937 Validation Accuracy: 0.863281
Epoch 9, Batch 427 - Loss: 205.1485 Validation Accuracy: 0.867188
Epoch 9, Batch 428 - Loss: 295.7259 Validation Accuracy: 0.863281
Epoch 9, Batch 429 - Loss: 348.3349 Validation Accuracy: 0.863281
Epoch 10, Batch 1 - Loss: 294.2212 Validation Accuracy: 0.863281
Epoch 10, Batch 2 - Loss: 197.8858 Validation Accuracy: 0.863281
Epoch 10, Batch 3 - Loss: 172.8655 Validation Accuracy: 0.867188
Epoch 10, Batch 4 - Loss: 285.3980 Validation Accuracy: 0.863281
Epoch 10, Batch 5 - Loss: 122.5939 Validation Accuracy: 0.863281
Epoch 10, Batch 6 - Loss: 509.0762 Validation Accuracy: 0.867188
Epoch 10, Batch 7 - Loss: 288.1098 Validation Accuracy: 0.867188
Epoch 10, Batch 8 - Loss: 290.2197 Validation Accuracy: 0.863281
Epoch 10, Batch 9 - Loss: 263.8874 Validation Accuracy: 0.863281
Epoch 10, Batch 10 - Loss: 244.7657 Validation Accuracy: 0.863281
Epoch 10, Batch 11 - Loss: 189.6930 Validation Accuracy: 0.863281
Epoch 10, Batch 12 - Loss: 263.7590 Validation Accuracy: 0.863281
Epoch 10, Batch 13 - Loss: 277.0754 Validation Accuracy: 0.863281
Epoch 10, Batch 14 - Loss: 301.5558 Validation Accuracy: 0.863281
Epoch 10, Batch 15 - Loss: 220.4622 Validation Accuracy: 0.863281
Epoch 10, Batch 16 - Loss: 162.7034 Validation Accuracy: 0.859375
Epoch 10, Batch 17 - Loss: 274.8276 Validation Accuracy: 0.859375
Epoch 10, Batch 18 - Loss: 405.4551 Validation Accuracy: 0.859375
Epoch 10, Batch 19 - Loss: 270.6687 Validation Accuracy: 0.867188
Epoch 10, Batch 20 - Loss: 220.2530 Validation Accuracy: 0.863281
Epoch 10, Batch 21 - Loss: 308.1567 Validation Accuracy: 0.863281
Epoch 10, Batch 22 - Loss: 198.4380 Validation Accuracy: 0.867188
Epoch 10, Batch 23 - Loss: 224.6308 Validation Accuracy: 0.863281
Epoch 10, Batch 24 - Loss: 288.9420 Validation Accuracy: 0.863281
Epoch 10, Batch 25 - Loss: 208.7672 Validation Accuracy: 0.859375
Epoch 10, Batch 26 - Loss: 275.0459 Validation Accuracy: 0.863281
Epoch 10, Batch 27 - Loss: 104.5745 Validation Accuracy: 0.863281
Epoch 10, Batch 28 - Loss: 177.0423 Validation Accuracy: 0.859375
Epoch 10, Batch 29 - Loss: 200.3253 Validation Accuracy: 0.859375
Epoch 10, Batch 30 - Loss: 274.6577 Validation Accuracy: 0.859375
Epoch 10, Batch 31 - Loss: 241.8358 Validation Accuracy: 0.863281
Epoch 10, Batch 32 - Loss: 275.6050 Validation Accuracy: 0.867188
Epoch 10, Batch 33 - Loss: 194.9405 Validation Accuracy: 0.863281
Epoch 10, Batch 34 - Loss: 195.8754 Validation Accuracy: 0.863281
Epoch 10, Batch 35 - Loss: 281.0995 Validation Accuracy: 0.863281
Epoch 10, Batch 36 - Loss: 251.2028 Validation Accuracy: 0.863281
Epoch 10, Batch 37 - Loss: 357.6111 Validation Accuracy: 0.863281
Epoch 10, Batch 38 - Loss: 205.9652 Validation Accuracy: 0.859375
Epoch 10, Batch 39 - Loss: 135.0470 Validation Accuracy: 0.859375
Epoch 10, Batch 40 - Loss: 218.4349 Validation Accuracy: 0.863281
Epoch 10, Batch 41 - Loss: 155.4362 Validation Accuracy: 0.863281
Epoch 10, Batch 42 - Loss: 287.6989 Validation Accuracy: 0.863281
Epoch 10, Batch 43 - Loss: 293.2257 Validation Accuracy: 0.863281
Epoch 10, Batch 44 - Loss: 220.6956 Validation Accuracy: 0.863281
Epoch 10, Batch 45 - Loss: 266.8830 Validation Accuracy: 0.863281
Epoch 10, Batch 46 - Loss: 279.4017 Validation Accuracy: 0.863281
Epoch 10, Batch 47 - Loss: 284.6420 Validation Accuracy: 0.867188
Epoch 10, Batch 48 - Loss: 219.5090 Validation Accuracy: 0.867188
Epoch 10, Batch 49 - Loss: 426.3661 Validation Accuracy: 0.867188
Epoch 10, Batch 50 - Loss: 248.5160 Validation Accuracy: 0.867188
Epoch 10, Batch 51 - Loss: 234.4785 Validation Accuracy: 0.863281
Epoch 10, Batch 52 - Loss: 292.2578 Validation Accuracy: 0.863281
Epoch 10, Batch 53 - Loss: 246.6687 Validation Accuracy: 0.863281
Epoch 10, Batch 54 - Loss: 421.8093 Validation Accuracy: 0.863281
Epoch 10, Batch 55 - Loss: 179.9451 Validation Accuracy: 0.863281
Epoch 10, Batch 56 - Loss: 363.3858 Validation Accuracy: 0.867188
Epoch 10, Batch 57 - Loss: 295.1839 Validation Accuracy: 0.863281
Epoch 10, Batch 58 - Loss: 300.6618 Validation Accuracy: 0.867188
Epoch 10, Batch 59 - Loss: 180.5587 Validation Accuracy: 0.867188
Epoch 10, Batch 60 - Loss: 301.6985 Validation Accuracy: 0.867188
Epoch 10, Batch 61 - Loss: 355.0816 Validation Accuracy: 0.863281
Epoch 10, Batch 62 - Loss: 194.9886 Validation Accuracy: 0.867188
Epoch 10, Batch 63 - Loss: 203.4608 Validation Accuracy: 0.871094
Epoch 10, Batch 64 - Loss: 177.0164 Validation Accuracy: 0.867188
Epoch 10, Batch 65 - Loss: 253.7520 Validation Accuracy: 0.867188
Epoch 10, Batch 66 - Loss: 254.4864 Validation Accuracy: 0.867188
Epoch 10, Batch 67 - Loss: 124.2943 Validation Accuracy: 0.867188
Epoch 10, Batch 68 - Loss: 295.7701 Validation Accuracy: 0.863281
Epoch 10, Batch 69 - Loss: 259.4614 Validation Accuracy: 0.863281
Epoch 10, Batch 70 - Loss: 168.7481 Validation Accuracy: 0.863281
Epoch 10, Batch 71 - Loss: 231.9043 Validation Accuracy: 0.863281
Epoch 10, Batch 72 - Loss: 285.4263 Validation Accuracy: 0.863281
Epoch 10, Batch 73 - Loss: 242.2179 Validation Accuracy: 0.863281
Epoch 10, Batch 74 - Loss: 308.5003 Validation Accuracy: 0.859375
Epoch 10, Batch 75 - Loss: 288.8057 Validation Accuracy: 0.855469
Epoch 10, Batch 76 - Loss: 253.2718 Validation Accuracy: 0.855469
Epoch 10, Batch 77 - Loss: 210.5165 Validation Accuracy: 0.855469
Epoch 10, Batch 78 - Loss: 308.6045 Validation Accuracy: 0.855469
Epoch 10, Batch 79 - Loss: 241.2809 Validation Accuracy: 0.855469
Epoch 10, Batch 80 - Loss: 310.2781 Validation Accuracy: 0.851562
Epoch 10, Batch 81 - Loss: 123.5064 Validation Accuracy: 0.863281
Epoch 10, Batch 82 - Loss: 267.2794 Validation Accuracy: 0.863281
Epoch 10, Batch 83 - Loss: 309.4449 Validation Accuracy: 0.863281
Epoch 10, Batch 84 - Loss: 223.9126 Validation Accuracy: 0.863281
Epoch 10, Batch 85 - Loss: 143.2059 Validation Accuracy: 0.863281
Epoch 10, Batch 86 - Loss: 271.7604 Validation Accuracy: 0.867188
Epoch 10, Batch 87 - Loss: 204.4426 Validation Accuracy: 0.871094
Epoch 10, Batch 88 - Loss: 232.4619 Validation Accuracy: 0.867188
Epoch 10, Batch 89 - Loss: 223.9885 Validation Accuracy: 0.867188
Epoch 10, Batch 90 - Loss: 223.0396 Validation Accuracy: 0.867188
Epoch 10, Batch 91 - Loss: 344.5295 Validation Accuracy: 0.867188
Epoch 10, Batch 92 - Loss: 174.5811 Validation Accuracy: 0.871094
Epoch 10, Batch 93 - Loss: 215.8748 Validation Accuracy: 0.871094
Epoch 10, Batch 94 - Loss: 279.3840 Validation Accuracy: 0.867188
Epoch 10, Batch 95 - Loss: 269.2570 Validation Accuracy: 0.859375
Epoch 10, Batch 96 - Loss: 251.0825 Validation Accuracy: 0.863281
Epoch 10, Batch 97 - Loss: 280.5238 Validation Accuracy: 0.863281
Epoch 10, Batch 98 - Loss: 345.6722 Validation Accuracy: 0.859375
Epoch 10, Batch 99 - Loss: 313.0425 Validation Accuracy: 0.859375
Epoch 10, Batch 100 - Loss: 228.9260 Validation Accuracy: 0.863281
Epoch 10, Batch 101 - Loss: 313.5840 Validation Accuracy: 0.859375
Epoch 10, Batch 102 - Loss: 243.8712 Validation Accuracy: 0.859375
Epoch 10, Batch 103 - Loss: 377.4756 Validation Accuracy: 0.859375
Epoch 10, Batch 104 - Loss: 233.0266 Validation Accuracy: 0.859375
Epoch 10, Batch 105 - Loss: 297.4139 Validation Accuracy: 0.859375
Epoch 10, Batch 106 - Loss: 301.2615 Validation Accuracy: 0.859375
Epoch 10, Batch 107 - Loss: 226.5350 Validation Accuracy: 0.859375
Epoch 10, Batch 108 - Loss: 194.1772 Validation Accuracy: 0.859375
Epoch 10, Batch 109 - Loss: 402.3779 Validation Accuracy: 0.859375
Epoch 10, Batch 110 - Loss: 321.6824 Validation Accuracy: 0.855469
Epoch 10, Batch 111 - Loss: 208.4570 Validation Accuracy: 0.855469
Epoch 10, Batch 112 - Loss: 248.7446 Validation Accuracy: 0.855469
Epoch 10, Batch 113 - Loss: 294.9536 Validation Accuracy: 0.855469
Epoch 10, Batch 114 - Loss: 391.3592 Validation Accuracy: 0.855469
Epoch 10, Batch 115 - Loss: 204.7430 Validation Accuracy: 0.855469
Epoch 10, Batch 116 - Loss: 154.1643 Validation Accuracy: 0.855469
Epoch 10, Batch 117 - Loss: 291.9317 Validation Accuracy: 0.859375
Epoch 10, Batch 118 - Loss: 439.7477 Validation Accuracy: 0.863281
Epoch 10, Batch 119 - Loss: 213.4928 Validation Accuracy: 0.863281
Epoch 10, Batch 120 - Loss: 176.4479 Validation Accuracy: 0.859375
Epoch 10, Batch 121 - Loss: 260.9459 Validation Accuracy: 0.863281
Epoch 10, Batch 122 - Loss: 217.6998 Validation Accuracy: 0.855469
Epoch 10, Batch 123 - Loss: 282.5837 Validation Accuracy: 0.855469
Epoch 10, Batch 124 - Loss: 321.6574 Validation Accuracy: 0.859375
Epoch 10, Batch 125 - Loss: 193.1708 Validation Accuracy: 0.863281
Epoch 10, Batch 126 - Loss: 172.9455 Validation Accuracy: 0.859375
Epoch 10, Batch 127 - Loss: 214.0024 Validation Accuracy: 0.859375
Epoch 10, Batch 128 - Loss: 429.1585 Validation Accuracy: 0.859375
Epoch 10, Batch 129 - Loss: 303.4904 Validation Accuracy: 0.855469
Epoch 10, Batch 130 - Loss: 257.2527 Validation Accuracy: 0.859375
Epoch 10, Batch 131 - Loss: 256.2786 Validation Accuracy: 0.859375
Epoch 10, Batch 132 - Loss: 299.1972 Validation Accuracy: 0.859375
Epoch 10, Batch 133 - Loss: 221.8940 Validation Accuracy: 0.855469
Epoch 10, Batch 134 - Loss: 280.0590 Validation Accuracy: 0.855469
Epoch 10, Batch 135 - Loss: 215.6426 Validation Accuracy: 0.855469
Epoch 10, Batch 136 - Loss: 206.5861 Validation Accuracy: 0.855469
Epoch 10, Batch 137 - Loss: 215.2064 Validation Accuracy: 0.855469
Epoch 10, Batch 138 - Loss: 232.1651 Validation Accuracy: 0.855469
Epoch 10, Batch 139 - Loss: 351.8697 Validation Accuracy: 0.859375
Epoch 10, Batch 140 - Loss: 249.1657 Validation Accuracy: 0.855469
Epoch 10, Batch 141 - Loss: 241.7014 Validation Accuracy: 0.855469
Epoch 10, Batch 142 - Loss: 313.4318 Validation Accuracy: 0.851562
Epoch 10, Batch 143 - Loss: 265.4378 Validation Accuracy: 0.855469
Epoch 10, Batch 144 - Loss: 298.2008 Validation Accuracy: 0.859375
Epoch 10, Batch 145 - Loss: 279.8896 Validation Accuracy: 0.859375
Epoch 10, Batch 146 - Loss: 296.6841 Validation Accuracy: 0.855469
Epoch 10, Batch 147 - Loss: 221.0827 Validation Accuracy: 0.855469
Epoch 10, Batch 148 - Loss: 284.5040 Validation Accuracy: 0.855469
Epoch 10, Batch 149 - Loss: 188.3569 Validation Accuracy: 0.855469
Epoch 10, Batch 150 - Loss: 106.3910 Validation Accuracy: 0.855469
Epoch 10, Batch 151 - Loss: 202.0054 Validation Accuracy: 0.855469
Epoch 10, Batch 152 - Loss: 386.0435 Validation Accuracy: 0.859375
Epoch 10, Batch 153 - Loss: 426.5269 Validation Accuracy: 0.859375
Epoch 10, Batch 154 - Loss: 336.8691 Validation Accuracy: 0.859375
Epoch 10, Batch 155 - Loss: 178.8661 Validation Accuracy: 0.859375
Epoch 10, Batch 156 - Loss: 124.2036 Validation Accuracy: 0.859375
Epoch 10, Batch 157 - Loss: 241.5331 Validation Accuracy: 0.859375
Epoch 10, Batch 158 - Loss: 371.7623 Validation Accuracy: 0.859375
Epoch 10, Batch 159 - Loss: 228.9941 Validation Accuracy: 0.855469
Epoch 10, Batch 160 - Loss: 266.4999 Validation Accuracy: 0.855469
Epoch 10, Batch 161 - Loss: 427.9684 Validation Accuracy: 0.851562
Epoch 10, Batch 162 - Loss: 239.7350 Validation Accuracy: 0.851562
Epoch 10, Batch 163 - Loss: 259.1514 Validation Accuracy: 0.851562
Epoch 10, Batch 164 - Loss: 238.4119 Validation Accuracy: 0.851562
Epoch 10, Batch 165 - Loss: 244.3466 Validation Accuracy: 0.851562
Epoch 10, Batch 166 - Loss: 235.6665 Validation Accuracy: 0.851562
Epoch 10, Batch 167 - Loss: 267.6733 Validation Accuracy: 0.847656
Epoch 10, Batch 168 - Loss: 376.9163 Validation Accuracy: 0.847656
Epoch 10, Batch 169 - Loss: 467.4399 Validation Accuracy: 0.847656
Epoch 10, Batch 170 - Loss: 95.0426 Validation Accuracy: 0.847656
Epoch 10, Batch 171 - Loss: 171.3296 Validation Accuracy: 0.847656
Epoch 10, Batch 172 - Loss: 335.2077 Validation Accuracy: 0.855469
Epoch 10, Batch 173 - Loss: 404.1140 Validation Accuracy: 0.851562
Epoch 10, Batch 174 - Loss: 232.5184 Validation Accuracy: 0.855469
Epoch 10, Batch 175 - Loss: 307.3803 Validation Accuracy: 0.863281
Epoch 10, Batch 176 - Loss: 303.2346 Validation Accuracy: 0.863281
Epoch 10, Batch 177 - Loss: 327.5175 Validation Accuracy: 0.863281
Epoch 10, Batch 178 - Loss: 261.7801 Validation Accuracy: 0.863281
Epoch 10, Batch 179 - Loss: 267.1759 Validation Accuracy: 0.851562
Epoch 10, Batch 180 - Loss: 406.2116 Validation Accuracy: 0.843750
Epoch 10, Batch 181 - Loss: 255.5888 Validation Accuracy: 0.847656
Epoch 10, Batch 182 - Loss: 243.8191 Validation Accuracy: 0.847656
Epoch 10, Batch 183 - Loss: 150.2934 Validation Accuracy: 0.851562
Epoch 10, Batch 184 - Loss: 355.1043 Validation Accuracy: 0.851562
Epoch 10, Batch 185 - Loss: 251.8223 Validation Accuracy: 0.851562
Epoch 10, Batch 186 - Loss: 98.2810 Validation Accuracy: 0.851562
Epoch 10, Batch 187 - Loss: 276.0340 Validation Accuracy: 0.851562
Epoch 10, Batch 188 - Loss: 202.1446 Validation Accuracy: 0.851562
Epoch 10, Batch 189 - Loss: 274.9359 Validation Accuracy: 0.847656
Epoch 10, Batch 190 - Loss: 271.4583 Validation Accuracy: 0.851562
Epoch 10, Batch 191 - Loss: 297.0410 Validation Accuracy: 0.855469
Epoch 10, Batch 192 - Loss: 343.1178 Validation Accuracy: 0.855469
Epoch 10, Batch 193 - Loss: 271.9200 Validation Accuracy: 0.855469
Epoch 10, Batch 194 - Loss: 353.9160 Validation Accuracy: 0.851562
Epoch 10, Batch 195 - Loss: 227.7708 Validation Accuracy: 0.847656
Epoch 10, Batch 196 - Loss: 357.2761 Validation Accuracy: 0.851562
Epoch 10, Batch 197 - Loss: 266.8190 Validation Accuracy: 0.851562
Epoch 10, Batch 198 - Loss: 352.1583 Validation Accuracy: 0.855469
Epoch 10, Batch 199 - Loss: 313.0031 Validation Accuracy: 0.855469
Epoch 10, Batch 200 - Loss: 224.7986 Validation Accuracy: 0.851562
Epoch 10, Batch 201 - Loss: 216.2932 Validation Accuracy: 0.859375
Epoch 10, Batch 202 - Loss: 263.5735 Validation Accuracy: 0.855469
Epoch 10, Batch 203 - Loss: 247.8743 Validation Accuracy: 0.855469
Epoch 10, Batch 204 - Loss: 309.5646 Validation Accuracy: 0.855469
Epoch 10, Batch 205 - Loss: 271.0002 Validation Accuracy: 0.855469
Epoch 10, Batch 206 - Loss: 296.5727 Validation Accuracy: 0.855469
Epoch 10, Batch 207 - Loss: 215.3735 Validation Accuracy: 0.855469
Epoch 10, Batch 208 - Loss: 133.8573 Validation Accuracy: 0.859375
Epoch 10, Batch 209 - Loss: 230.2167 Validation Accuracy: 0.867188
Epoch 10, Batch 210 - Loss: 186.4174 Validation Accuracy: 0.867188
Epoch 10, Batch 211 - Loss: 267.2899 Validation Accuracy: 0.867188
Epoch 10, Batch 212 - Loss: 199.1889 Validation Accuracy: 0.863281
Epoch 10, Batch 213 - Loss: 270.0416 Validation Accuracy: 0.867188
Epoch 10, Batch 214 - Loss: 251.4578 Validation Accuracy: 0.871094
Epoch 10, Batch 215 - Loss: 189.5215 Validation Accuracy: 0.875000
Epoch 10, Batch 216 - Loss: 284.8177 Validation Accuracy: 0.875000
Epoch 10, Batch 217 - Loss: 300.7392 Validation Accuracy: 0.871094
Epoch 10, Batch 218 - Loss: 154.4375 Validation Accuracy: 0.871094
Epoch 10, Batch 219 - Loss: 323.0078 Validation Accuracy: 0.863281
Epoch 10, Batch 220 - Loss: 194.3039 Validation Accuracy: 0.867188
Epoch 10, Batch 221 - Loss: 234.2042 Validation Accuracy: 0.871094
Epoch 10, Batch 222 - Loss: 160.8913 Validation Accuracy: 0.867188
Epoch 10, Batch 223 - Loss: 275.6036 Validation Accuracy: 0.871094
Epoch 10, Batch 224 - Loss: 175.6463 Validation Accuracy: 0.867188
Epoch 10, Batch 225 - Loss: 235.8972 Validation Accuracy: 0.863281
Epoch 10, Batch 226 - Loss: 464.1773 Validation Accuracy: 0.863281
Epoch 10, Batch 227 - Loss: 154.3076 Validation Accuracy: 0.871094
Epoch 10, Batch 228 - Loss: 240.6132 Validation Accuracy: 0.867188
Epoch 10, Batch 229 - Loss: 283.2135 Validation Accuracy: 0.867188
Epoch 10, Batch 230 - Loss: 249.4467 Validation Accuracy: 0.871094
Epoch 10, Batch 231 - Loss: 218.1621 Validation Accuracy: 0.871094
Epoch 10, Batch 232 - Loss: 268.8611 Validation Accuracy: 0.871094
Epoch 10, Batch 233 - Loss: 363.0923 Validation Accuracy: 0.867188
Epoch 10, Batch 234 - Loss: 290.6383 Validation Accuracy: 0.867188
Epoch 10, Batch 235 - Loss: 263.0987 Validation Accuracy: 0.863281
Epoch 10, Batch 236 - Loss: 147.6715 Validation Accuracy: 0.859375
Epoch 10, Batch 237 - Loss: 286.6566 Validation Accuracy: 0.859375
Epoch 10, Batch 238 - Loss: 324.2062 Validation Accuracy: 0.863281
Epoch 10, Batch 239 - Loss: 294.4196 Validation Accuracy: 0.867188
Epoch 10, Batch 240 - Loss: 232.4190 Validation Accuracy: 0.863281
Epoch 10, Batch 241 - Loss: 197.0882 Validation Accuracy: 0.863281
Epoch 10, Batch 242 - Loss: 237.4058 Validation Accuracy: 0.867188
Epoch 10, Batch 243 - Loss: 162.4910 Validation Accuracy: 0.871094
Epoch 10, Batch 244 - Loss: 254.9098 Validation Accuracy: 0.863281
Epoch 10, Batch 245 - Loss: 170.2023 Validation Accuracy: 0.871094
Epoch 10, Batch 246 - Loss: 342.0795 Validation Accuracy: 0.871094
Epoch 10, Batch 247 - Loss: 240.1930 Validation Accuracy: 0.871094
Epoch 10, Batch 248 - Loss: 161.4745 Validation Accuracy: 0.871094
Epoch 10, Batch 249 - Loss: 210.8300 Validation Accuracy: 0.871094
Epoch 10, Batch 250 - Loss: 212.9672 Validation Accuracy: 0.867188
Epoch 10, Batch 251 - Loss: 358.2639 Validation Accuracy: 0.859375
Epoch 10, Batch 252 - Loss: 111.0763 Validation Accuracy: 0.859375
Epoch 10, Batch 253 - Loss: 443.7123 Validation Accuracy: 0.859375
Epoch 10, Batch 254 - Loss: 250.3871 Validation Accuracy: 0.867188
Epoch 10, Batch 255 - Loss: 234.0280 Validation Accuracy: 0.863281
Epoch 10, Batch 256 - Loss: 190.3901 Validation Accuracy: 0.871094
Epoch 10, Batch 257 - Loss: 242.1766 Validation Accuracy: 0.863281
Epoch 10, Batch 258 - Loss: 264.4698 Validation Accuracy: 0.867188
Epoch 10, Batch 259 - Loss: 171.6053 Validation Accuracy: 0.867188
Epoch 10, Batch 260 - Loss: 242.8556 Validation Accuracy: 0.871094
Epoch 10, Batch 261 - Loss: 163.0347 Validation Accuracy: 0.867188
Epoch 10, Batch 262 - Loss: 227.8953 Validation Accuracy: 0.871094
Epoch 10, Batch 263 - Loss: 318.8871 Validation Accuracy: 0.871094
Epoch 10, Batch 264 - Loss: 57.6057 Validation Accuracy: 0.871094
Epoch 10, Batch 265 - Loss: 218.8221 Validation Accuracy: 0.863281
Epoch 10, Batch 266 - Loss: 330.7870 Validation Accuracy: 0.871094
Epoch 10, Batch 267 - Loss: 132.5486 Validation Accuracy: 0.871094
Epoch 10, Batch 268 - Loss: 210.3692 Validation Accuracy: 0.875000
Epoch 10, Batch 269 - Loss: 223.7221 Validation Accuracy: 0.867188
Epoch 10, Batch 270 - Loss: 256.7390 Validation Accuracy: 0.867188
Epoch 10, Batch 271 - Loss: 310.6242 Validation Accuracy: 0.867188
Epoch 10, Batch 272 - Loss: 120.9346 Validation Accuracy: 0.863281
Epoch 10, Batch 273 - Loss: 265.5995 Validation Accuracy: 0.863281
Epoch 10, Batch 274 - Loss: 278.3137 Validation Accuracy: 0.863281
Epoch 10, Batch 275 - Loss: 387.5935 Validation Accuracy: 0.863281
Epoch 10, Batch 276 - Loss: 206.2230 Validation Accuracy: 0.867188
Epoch 10, Batch 277 - Loss: 347.9268 Validation Accuracy: 0.863281
Epoch 10, Batch 278 - Loss: 176.7043 Validation Accuracy: 0.863281
Epoch 10, Batch 279 - Loss: 194.4110 Validation Accuracy: 0.855469
Epoch 10, Batch 280 - Loss: 280.7732 Validation Accuracy: 0.855469
Epoch 10, Batch 281 - Loss: 344.4362 Validation Accuracy: 0.855469
Epoch 10, Batch 282 - Loss: 216.0027 Validation Accuracy: 0.855469
Epoch 10, Batch 283 - Loss: 198.9947 Validation Accuracy: 0.855469
Epoch 10, Batch 284 - Loss: 367.9937 Validation Accuracy: 0.859375
Epoch 10, Batch 285 - Loss: 251.6510 Validation Accuracy: 0.855469
Epoch 10, Batch 286 - Loss: 234.3663 Validation Accuracy: 0.851562
Epoch 10, Batch 287 - Loss: 133.1495 Validation Accuracy: 0.851562
Epoch 10, Batch 288 - Loss: 215.5093 Validation Accuracy: 0.851562
Epoch 10, Batch 289 - Loss: 136.2070 Validation Accuracy: 0.847656
Epoch 10, Batch 290 - Loss: 266.1418 Validation Accuracy: 0.855469
Epoch 10, Batch 291 - Loss: 262.4229 Validation Accuracy: 0.855469
Epoch 10, Batch 292 - Loss: 248.5603 Validation Accuracy: 0.847656
Epoch 10, Batch 293 - Loss: 366.9652 Validation Accuracy: 0.847656
Epoch 10, Batch 294 - Loss: 216.9869 Validation Accuracy: 0.847656
Epoch 10, Batch 295 - Loss: 295.3475 Validation Accuracy: 0.847656
Epoch 10, Batch 296 - Loss: 255.0092 Validation Accuracy: 0.843750
Epoch 10, Batch 297 - Loss: 314.4693 Validation Accuracy: 0.843750
Epoch 10, Batch 298 - Loss: 193.3416 Validation Accuracy: 0.847656
Epoch 10, Batch 299 - Loss: 249.7681 Validation Accuracy: 0.851562
Epoch 10, Batch 300 - Loss: 271.2238 Validation Accuracy: 0.851562
Epoch 10, Batch 301 - Loss: 282.7313 Validation Accuracy: 0.847656
Epoch 10, Batch 302 - Loss: 280.5809 Validation Accuracy: 0.851562
Epoch 10, Batch 303 - Loss: 357.6534 Validation Accuracy: 0.847656
Epoch 10, Batch 304 - Loss: 322.0999 Validation Accuracy: 0.851562
Epoch 10, Batch 305 - Loss: 378.7239 Validation Accuracy: 0.851562
Epoch 10, Batch 306 - Loss: 223.9841 Validation Accuracy: 0.847656
Epoch 10, Batch 307 - Loss: 201.5012 Validation Accuracy: 0.855469
Epoch 10, Batch 308 - Loss: 298.0888 Validation Accuracy: 0.855469
Epoch 10, Batch 309 - Loss: 235.7083 Validation Accuracy: 0.851562
Epoch 10, Batch 310 - Loss: 195.1136 Validation Accuracy: 0.855469
Epoch 10, Batch 311 - Loss: 274.9692 Validation Accuracy: 0.859375
Epoch 10, Batch 312 - Loss: 222.8488 Validation Accuracy: 0.859375
Epoch 10, Batch 313 - Loss: 122.5709 Validation Accuracy: 0.855469
Epoch 10, Batch 314 - Loss: 276.8818 Validation Accuracy: 0.855469
Epoch 10, Batch 315 - Loss: 255.1952 Validation Accuracy: 0.859375
Epoch 10, Batch 316 - Loss: 157.3150 Validation Accuracy: 0.859375
Epoch 10, Batch 317 - Loss: 242.5860 Validation Accuracy: 0.863281
Epoch 10, Batch 318 - Loss: 263.8222 Validation Accuracy: 0.859375
Epoch 10, Batch 319 - Loss: 269.4513 Validation Accuracy: 0.851562
Epoch 10, Batch 320 - Loss: 258.6169 Validation Accuracy: 0.859375
Epoch 10, Batch 321 - Loss: 212.1212 Validation Accuracy: 0.851562
Epoch 10, Batch 322 - Loss: 297.0639 Validation Accuracy: 0.855469
Epoch 10, Batch 323 - Loss: 192.9393 Validation Accuracy: 0.851562
Epoch 10, Batch 324 - Loss: 169.6439 Validation Accuracy: 0.851562
Epoch 10, Batch 325 - Loss: 141.0814 Validation Accuracy: 0.851562
Epoch 10, Batch 326 - Loss: 229.6526 Validation Accuracy: 0.859375
Epoch 10, Batch 327 - Loss: 249.9281 Validation Accuracy: 0.855469
Epoch 10, Batch 328 - Loss: 214.6598 Validation Accuracy: 0.847656
Epoch 10, Batch 329 - Loss: 246.8965 Validation Accuracy: 0.847656
Epoch 10, Batch 330 - Loss: 256.1338 Validation Accuracy: 0.847656
Epoch 10, Batch 331 - Loss: 281.1716 Validation Accuracy: 0.847656
Epoch 10, Batch 332 - Loss: 287.5315 Validation Accuracy: 0.847656
Epoch 10, Batch 333 - Loss: 143.7947 Validation Accuracy: 0.851562
Epoch 10, Batch 334 - Loss: 195.9173 Validation Accuracy: 0.851562
Epoch 10, Batch 335 - Loss: 323.3036 Validation Accuracy: 0.851562
Epoch 10, Batch 336 - Loss: 184.3481 Validation Accuracy: 0.855469
Epoch 10, Batch 337 - Loss: 314.2088 Validation Accuracy: 0.855469
Epoch 10, Batch 338 - Loss: 345.9352 Validation Accuracy: 0.859375
Epoch 10, Batch 339 - Loss: 205.3621 Validation Accuracy: 0.863281
Epoch 10, Batch 340 - Loss: 217.4631 Validation Accuracy: 0.863281
Epoch 10, Batch 341 - Loss: 204.8382 Validation Accuracy: 0.863281
Epoch 10, Batch 342 - Loss: 133.6118 Validation Accuracy: 0.863281
Epoch 10, Batch 343 - Loss: 215.2141 Validation Accuracy: 0.859375
Epoch 10, Batch 344 - Loss: 268.2083 Validation Accuracy: 0.855469
Epoch 10, Batch 345 - Loss: 178.6445 Validation Accuracy: 0.863281
Epoch 10, Batch 346 - Loss: 204.3151 Validation Accuracy: 0.859375
Epoch 10, Batch 347 - Loss: 254.4268 Validation Accuracy: 0.859375
Epoch 10, Batch 348 - Loss: 250.5402 Validation Accuracy: 0.859375
Epoch 10, Batch 349 - Loss: 250.4440 Validation Accuracy: 0.855469
Epoch 10, Batch 350 - Loss: 310.8873 Validation Accuracy: 0.843750
Epoch 10, Batch 351 - Loss: 241.6774 Validation Accuracy: 0.847656
Epoch 10, Batch 352 - Loss: 220.4214 Validation Accuracy: 0.847656
Epoch 10, Batch 353 - Loss: 276.3063 Validation Accuracy: 0.847656
Epoch 10, Batch 354 - Loss: 286.3408 Validation Accuracy: 0.847656
Epoch 10, Batch 355 - Loss: 301.4862 Validation Accuracy: 0.847656
Epoch 10, Batch 356 - Loss: 330.9009 Validation Accuracy: 0.847656
Epoch 10, Batch 357 - Loss: 218.3499 Validation Accuracy: 0.847656
Epoch 10, Batch 358 - Loss: 282.9991 Validation Accuracy: 0.851562
Epoch 10, Batch 359 - Loss: 124.2942 Validation Accuracy: 0.851562
Epoch 10, Batch 360 - Loss: 274.3398 Validation Accuracy: 0.851562
Epoch 10, Batch 361 - Loss: 190.0524 Validation Accuracy: 0.847656
Epoch 10, Batch 362 - Loss: 351.5886 Validation Accuracy: 0.847656
Epoch 10, Batch 363 - Loss: 359.8046 Validation Accuracy: 0.847656
Epoch 10, Batch 364 - Loss: 141.9321 Validation Accuracy: 0.847656
Epoch 10, Batch 365 - Loss: 372.5577 Validation Accuracy: 0.847656
Epoch 10, Batch 366 - Loss: 268.2840 Validation Accuracy: 0.843750
Epoch 10, Batch 367 - Loss: 214.7948 Validation Accuracy: 0.843750
Epoch 10, Batch 368 - Loss: 318.1232 Validation Accuracy: 0.843750
Epoch 10, Batch 369 - Loss: 205.4301 Validation Accuracy: 0.847656
Epoch 10, Batch 370 - Loss: 304.6686 Validation Accuracy: 0.851562
Epoch 10, Batch 371 - Loss: 291.7782 Validation Accuracy: 0.855469
Epoch 10, Batch 372 - Loss: 190.2673 Validation Accuracy: 0.851562
Epoch 10, Batch 373 - Loss: 305.4373 Validation Accuracy: 0.859375
Epoch 10, Batch 374 - Loss: 307.3581 Validation Accuracy: 0.859375
Epoch 10, Batch 375 - Loss: 274.9119 Validation Accuracy: 0.859375
Epoch 10, Batch 376 - Loss: 373.5863 Validation Accuracy: 0.859375
Epoch 10, Batch 377 - Loss: 188.8945 Validation Accuracy: 0.859375
Epoch 10, Batch 378 - Loss: 305.2308 Validation Accuracy: 0.859375
Epoch 10, Batch 379 - Loss: 346.4457 Validation Accuracy: 0.859375
Epoch 10, Batch 380 - Loss: 242.1682 Validation Accuracy: 0.859375
Epoch 10, Batch 381 - Loss: 219.5007 Validation Accuracy: 0.859375
Epoch 10, Batch 382 - Loss: 254.4547 Validation Accuracy: 0.859375
Epoch 10, Batch 383 - Loss: 146.5536 Validation Accuracy: 0.859375
Epoch 10, Batch 384 - Loss: 176.9202 Validation Accuracy: 0.859375
Epoch 10, Batch 385 - Loss: 257.1884 Validation Accuracy: 0.859375
Epoch 10, Batch 386 - Loss: 280.0379 Validation Accuracy: 0.859375
Epoch 10, Batch 387 - Loss: 212.4244 Validation Accuracy: 0.859375
Epoch 10, Batch 388 - Loss: 359.9480 Validation Accuracy: 0.859375
Epoch 10, Batch 389 - Loss: 235.2414 Validation Accuracy: 0.863281
Epoch 10, Batch 390 - Loss: 266.3643 Validation Accuracy: 0.863281
Epoch 10, Batch 391 - Loss: 172.3125 Validation Accuracy: 0.863281
Epoch 10, Batch 392 - Loss: 236.1001 Validation Accuracy: 0.863281
Epoch 10, Batch 393 - Loss: 245.1425 Validation Accuracy: 0.863281
Epoch 10, Batch 394 - Loss: 249.0887 Validation Accuracy: 0.863281
Epoch 10, Batch 395 - Loss: 195.9598 Validation Accuracy: 0.855469
Epoch 10, Batch 396 - Loss: 244.8028 Validation Accuracy: 0.859375
Epoch 10, Batch 397 - Loss: 167.1559 Validation Accuracy: 0.859375
Epoch 10, Batch 398 - Loss: 209.1345 Validation Accuracy: 0.859375
Epoch 10, Batch 399 - Loss: 190.1780 Validation Accuracy: 0.859375
Epoch 10, Batch 400 - Loss: 232.8622 Validation Accuracy: 0.863281
Epoch 10, Batch 401 - Loss: 174.6259 Validation Accuracy: 0.863281
Epoch 10, Batch 402 - Loss: 274.5527 Validation Accuracy: 0.863281
Epoch 10, Batch 403 - Loss: 212.6034 Validation Accuracy: 0.863281
Epoch 10, Batch 404 - Loss: 243.2971 Validation Accuracy: 0.859375
Epoch 10, Batch 405 - Loss: 173.1194 Validation Accuracy: 0.863281
Epoch 10, Batch 406 - Loss: 234.3719 Validation Accuracy: 0.863281
Epoch 10, Batch 407 - Loss: 246.8054 Validation Accuracy: 0.863281
Epoch 10, Batch 408 - Loss: 108.3911 Validation Accuracy: 0.859375
Epoch 10, Batch 409 - Loss: 291.3068 Validation Accuracy: 0.863281
Epoch 10, Batch 410 - Loss: 280.3262 Validation Accuracy: 0.863281
Epoch 10, Batch 411 - Loss: 391.9157 Validation Accuracy: 0.859375
Epoch 10, Batch 412 - Loss: 241.8194 Validation Accuracy: 0.859375
Epoch 10, Batch 413 - Loss: 200.6990 Validation Accuracy: 0.859375
Epoch 10, Batch 414 - Loss: 315.9691 Validation Accuracy: 0.855469
Epoch 10, Batch 415 - Loss: 188.6275 Validation Accuracy: 0.855469
Epoch 10, Batch 416 - Loss: 250.7225 Validation Accuracy: 0.859375
Epoch 10, Batch 417 - Loss: 246.7775 Validation Accuracy: 0.855469
Epoch 10, Batch 418 - Loss: 225.9434 Validation Accuracy: 0.859375
Epoch 10, Batch 419 - Loss: 246.0364 Validation Accuracy: 0.859375
Epoch 10, Batch 420 - Loss: 322.7268 Validation Accuracy: 0.859375
Epoch 10, Batch 421 - Loss: 265.9769 Validation Accuracy: 0.859375
Epoch 10, Batch 422 - Loss: 246.3733 Validation Accuracy: 0.859375
Epoch 10, Batch 423 - Loss: 247.3746 Validation Accuracy: 0.863281
Epoch 10, Batch 424 - Loss: 228.1223 Validation Accuracy: 0.859375
Epoch 10, Batch 425 - Loss: 214.1839 Validation Accuracy: 0.859375
Epoch 10, Batch 426 - Loss: 303.5068 Validation Accuracy: 0.859375
Epoch 10, Batch 427 - Loss: 302.5839 Validation Accuracy: 0.859375
Epoch 10, Batch 428 - Loss: 289.9084 Validation Accuracy: 0.859375
Epoch 10, Batch 429 - Loss: 294.8842 Validation Accuracy: 0.859375
Testing Accuracy: 0.83984375
In [ ]:
Content source: ajmaradiaga/tf-examples
Similar notebooks: