In [1]:
import os
import tensorflow as tf
import tensorflow.python.platform
from tensorflow.python.platform import gfile
import numpy as np
import glob
classes = np.array(['ayam_bakar', 'ayam_crispy', 'bakso', 'gado2', 'ikan_bakar', 'mie_goreng', 'nasi_goreng', 'pecel_lele', 'pizza', 'rendang', 'sate', 'soto', 'sushi'])
num_classes = len(classes)
temp = classes.tolist()
def create_graph(model_path):
"""
create_graph loads the inception model to memory, should be called before
calling extract_features.
model_path: path to inception model in protobuf form.
"""
with gfile.FastGFile(model_path, 'rb') as f:
graph_def = tf.GraphDef()
graph_def.ParseFromString(f.read())
_ = tf.import_graph_def(graph_def, name='')
print 'selesai'
def extract_features(image_paths, verbose=False):
"""
extract_features computed the inception bottleneck feature for a list of images
image_paths: array of image path
return: 2-d array in the shape of (len(image_paths), 2048)
"""
features = []
cls = []
with tf.Session() as sess:
flattened_tensor = sess.graph.get_tensor_by_name('pool_3:0')
for fld in classes:
index = temp.index(fld)
path = os.path.join(image_paths, fld, '*.jpg')
files = glob.glob(path)
for fl in files:
label = np.zeros(len(classes))
label[index] = 1.0
print '{0}\r'.format(fl),
image_data = gfile.FastGFile(fl, 'rb').read()
feature = sess.run(flattened_tensor, {
'DecodeJpeg/contents:0': image_data
})
features.append(feature)
cls.append(label)
return features, cls
In [5]:
path = 'inception_dec_2015/tensorflow_inception_graph.pb'
create_graph(path)
---------------------------------------------------------------------------
DecodeError Traceback (most recent call last)
<ipython-input-5-73331660cb99> in <module>()
1 path = 'inception_dec_2015/tensorflow_inception_graph.pb'
----> 2 create_graph(path)
<ipython-input-1-d3843d671219> in create_graph(model_path)
19 with gfile.FastGFile(model_path, 'rb') as f:
20 graph_def = tf.GraphDef()
---> 21 graph_def.ParseFromString(f.read())
22 _ = tf.import_graph_def(graph_def, name='')
23 print 'selesai'
DecodeError: Error parsing message
In [4]:
image_paths = 'data_training/'
images, cls = extract_features(image_paths, verbose=False)
print "selesai"
selesaiaining/sushi/sushi_t1 (82).jpggjpgpg
In [5]:
image_paths = 'data_testing/'
images_test, cls_test = extract_features(image_paths, verbose=False)
print "selesai"
selesaisting/sushi/sushi (12).jpgpy).jpg
In [6]:
print len(images)
print len(images_test)
num_sample = len(images)
num_test = len(images_test)
5359
300
In [7]:
img = np.asarray(images[700])
print img.shape
img = img.reshape((32,64))
import matplotlib.pyplot as plt
# Plot the image for the transfer-values.
plt.imshow(img, interpolation='nearest', cmap='Blues')
plt.show()
(1, 1, 1, 2048)
In [8]:
transfer_values = np.asarray(images)
transfer_values = transfer_values.reshape((num_sample,2048))
print transfer_values.shape
transfer_values_test = np.asarray(images_test)
transfer_values_test = transfer_values_test.reshape((num_test,2048))
print transfer_values_test.shape
(5359, 2048)
(300, 2048)
In [9]:
cls = np.asarray(cls)
cls = cls.astype(int)
print cls.shape
cls_test = np.asarray(cls_test)
cls_test = cls_test.astype(int)
print cls_test.shape
(5359, 13)
(300, 13)
In [10]:
print cls
[[1 0 0 ..., 0 0 0]
[1 0 0 ..., 0 0 0]
[1 0 0 ..., 0 0 0]
...,
[0 0 0 ..., 0 0 1]
[0 0 0 ..., 0 0 1]
[0 0 0 ..., 0 0 1]]
In [11]:
from sklearn.decomposition import PCA
pca = PCA(n_components=2)
transfer_values_reduced = pca.fit_transform(transfer_values)
In [12]:
def plot_scatter(values, cls):
# Create a color-map with a different color for each class.
import matplotlib.cm as cm
cmap = cm.rainbow(np.linspace(0.0, 1.0, num_classes))
# Get the color for each sample.
colors = cmap[cls]
# Extract the x- and y-values.
x = values[:, 0]
y = values[:, 1]
# Plot it.
plt.scatter(x, y, color=colors)
plt.show()
In [13]:
num_features = len(transfer_values[0])
plot_scatter(transfer_values_reduced, cls[:,12])
In [14]:
x = transfer_values_reduced[:,0]
print x.shape
y = transfer_values_reduced[:,1]
print y.shape
plt.scatter(x,y)
plt.xlim(-10, 15)
plt.ylim(-10, 10)
plt.show()
(5359,)
(5359,)
In [15]:
def new_weights(shape):
return tf.Variable(tf.truncated_normal(shape, stddev=0.05))
def new_biases(length):
return tf.Variable(tf.constant(0.05, shape=[length]))
def new_fc_layer(input, # The previous layer.
num_inputs, # Num. inputs from prev. layer.
num_outputs, # Num. outputs.
use_relu=True): # Use Rectified Linear Unit (ReLU)?
# Create new weights and biases.
weights = new_weights(shape=[num_inputs, num_outputs])
biases = new_biases(length=num_outputs)
# Calculate the layer as the matrix multiplication of
# the input and weights, and then add the bias-values.
layer = tf.matmul(input, weights) + biases
# Use ReLU?
if use_relu:
layer = tf.nn.relu(layer)
return layer
feature_size_flat = num_features
x = tf.placeholder(tf.float32, shape=[None, feature_size_flat], name='x')
y_true = tf.placeholder(tf.float32, shape=[None, num_classes], name='y_true')
y_true_cls = tf.argmax(y_true, dimension=1)
layer_fc1 = new_fc_layer(input= x,
num_inputs=num_features,
num_outputs=1000,
use_relu=True)
layer_fc2 = new_fc_layer(input=layer_fc1,
num_inputs=1000,
num_outputs=num_classes,
use_relu=False)
y_pred = tf.nn.softmax(layer_fc2)
y_pred_cls = tf.argmax(y_pred, dimension=1)
cross_entropy = tf.nn.softmax_cross_entropy_with_logits(logits=layer_fc2,
labels=y_true)
cost = tf.reduce_mean(cross_entropy)
optimizer = tf.train.AdamOptimizer(learning_rate=1e-4).minimize(cost)
correct_prediction = tf.equal(y_pred_cls, y_true_cls)
accuracy = tf.reduce_mean(tf.cast(correct_prediction, tf.float32))
In [16]:
train_acc = []
test_acc = []
In [17]:
-
In [18]:
optimize(num_iterations=5000)
eopch: 0, train accuracy: 4.0%, test accuracy: 8.7% *
eopch: 1, train accuracy: 74.0%, test accuracy: 5.7% -
eopch: 2, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 3, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 4, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 5, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 6, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 7, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 8, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 9, train accuracy:100.0%, test accuracy: 7.3% -
eopch: 10, train accuracy: 4.0%, test accuracy: 7.3% -
eopch: 11, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 12, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 13, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 14, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 15, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 16, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 17, train accuracy: 4.0%, test accuracy: 7.3% -
eopch: 18, train accuracy: 0.0%, test accuracy: 9.7% *
eopch: 19, train accuracy: 0.0%, test accuracy: 12.3% *
eopch: 20, train accuracy: 0.0%, test accuracy: 8.7% -
eopch: 21, train accuracy: 0.0%, test accuracy: 8.0% -
eopch: 22, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 23, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 24, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 25, train accuracy: 0.0%, test accuracy: 7.3% -
eopch: 26, train accuracy: 0.0%, test accuracy: 8.3% -
eopch: 27, train accuracy: 0.0%, test accuracy: 10.7% -
eopch: 28, train accuracy: 0.0%, test accuracy: 13.3% *
eopch: 29, train accuracy: 0.0%, test accuracy: 14.3% *
eopch: 30, train accuracy: 0.0%, test accuracy: 14.7% *
eopch: 31, train accuracy: 0.0%, test accuracy: 14.3% -
eopch: 32, train accuracy: 6.0%, test accuracy: 13.3% -
eopch: 33, train accuracy: 0.0%, test accuracy: 12.3% -
eopch: 34, train accuracy: 0.0%, test accuracy: 11.7% -
eopch: 35, train accuracy: 0.0%, test accuracy: 11.7% -
eopch: 36, train accuracy: 0.0%, test accuracy: 10.0% -
eopch: 37, train accuracy: 0.0%, test accuracy: 8.7% -
eopch: 38, train accuracy: 0.0%, test accuracy: 8.7% -
eopch: 39, train accuracy: 0.0%, test accuracy: 8.7% -
eopch: 40, train accuracy: 0.0%, test accuracy: 10.3% -
eopch: 41, train accuracy: 0.0%, test accuracy: 14.3% -
eopch: 42, train accuracy: 0.0%, test accuracy: 19.7% *
eopch: 43, train accuracy: 0.0%, test accuracy: 20.3% *
eopch: 44, train accuracy: 0.0%, test accuracy: 19.7% -
eopch: 45, train accuracy: 0.0%, test accuracy: 17.7% -
eopch: 46, train accuracy: 0.0%, test accuracy: 18.0% -
eopch: 47, train accuracy: 0.0%, test accuracy: 18.7% -
eopch: 48, train accuracy: 0.0%, test accuracy: 19.0% -
eopch: 49, train accuracy: 0.0%, test accuracy: 19.3% -
eopch: 50, train accuracy: 0.0%, test accuracy: 19.0% -
eopch: 51, train accuracy: 0.0%, test accuracy: 18.3% -
eopch: 52, train accuracy: 10.0%, test accuracy: 20.0% -
eopch: 53, train accuracy: 4.0%, test accuracy: 20.3% *
eopch: 54, train accuracy: 0.0%, test accuracy: 17.7% -
eopch: 55, train accuracy: 0.0%, test accuracy: 14.3% -
eopch: 56, train accuracy: 0.0%, test accuracy: 13.3% -
eopch: 57, train accuracy: 0.0%, test accuracy: 11.7% -
eopch: 58, train accuracy: 0.0%, test accuracy: 12.3% -
eopch: 59, train accuracy: 0.0%, test accuracy: 12.3% -
eopch: 60, train accuracy: 0.0%, test accuracy: 12.3% -
eopch: 61, train accuracy: 0.0%, test accuracy: 12.3% -
eopch: 62, train accuracy: 0.0%, test accuracy: 12.3% -
eopch: 63, train accuracy: 0.0%, test accuracy: 13.0% -
eopch: 64, train accuracy: 0.0%, test accuracy: 16.3% -
eopch: 65, train accuracy: 0.0%, test accuracy: 16.7% -
eopch: 66, train accuracy: 0.0%, test accuracy: 17.0% -
eopch: 67, train accuracy: 10.0%, test accuracy: 15.0% -
eopch: 68, train accuracy: 26.0%, test accuracy: 14.7% -
eopch: 69, train accuracy: 54.0%, test accuracy: 15.0% -
eopch: 70, train accuracy: 32.0%, test accuracy: 15.7% -
eopch: 71, train accuracy: 0.0%, test accuracy: 15.7% -
eopch: 72, train accuracy: 0.0%, test accuracy: 15.7% -
eopch: 73, train accuracy: 0.0%, test accuracy: 16.0% -
eopch: 74, train accuracy: 0.0%, test accuracy: 15.7% -
eopch: 75, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 76, train accuracy: 0.0%, test accuracy: 14.3% -
eopch: 77, train accuracy: 2.0%, test accuracy: 12.0% -
eopch: 78, train accuracy: 10.0%, test accuracy: 10.7% -
eopch: 79, train accuracy: 0.0%, test accuracy: 13.3% -
eopch: 80, train accuracy: 0.0%, test accuracy: 14.3% -
eopch: 81, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 82, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 83, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 84, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 85, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 86, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 87, train accuracy: 0.0%, test accuracy: 15.0% -
eopch: 88, train accuracy: 0.0%, test accuracy: 16.3% -
eopch: 89, train accuracy: 0.0%, test accuracy: 20.3% *
eopch: 90, train accuracy: 0.0%, test accuracy: 21.3% *
eopch: 91, train accuracy: 0.0%, test accuracy: 17.3% -
eopch: 92, train accuracy: 0.0%, test accuracy: 16.0% -
eopch: 93, train accuracy: 0.0%, test accuracy: 14.7% -
eopch: 94, train accuracy: 0.0%, test accuracy: 14.0% -
eopch: 95, train accuracy: 6.0%, test accuracy: 14.0% -
eopch: 96, train accuracy: 6.0%, test accuracy: 16.3% -
eopch: 97, train accuracy: 0.0%, test accuracy: 18.0% -
eopch: 98, train accuracy: 0.0%, test accuracy: 20.3% -
eopch: 99, train accuracy: 0.0%, test accuracy: 21.3% *
eopch: 100, train accuracy: 0.0%, test accuracy: 20.7% -
eopch: 101, train accuracy: 0.0%, test accuracy: 20.0% -
eopch: 102, train accuracy: 0.0%, test accuracy: 19.3% -
eopch: 103, train accuracy: 0.0%, test accuracy: 17.7% -
eopch: 104, train accuracy: 12.0%, test accuracy: 18.7% -
eopch: 105, train accuracy: 52.0%, test accuracy: 20.7% -
eopch: 106, train accuracy: 80.0%, test accuracy: 21.0% -
eopch: 107, train accuracy: 16.0%, test accuracy: 20.0% -
eopch: 108, train accuracy: 16.0%, test accuracy: 18.7% -
eopch: 109, train accuracy: 28.0%, test accuracy: 17.7% -
eopch: 110, train accuracy: 14.0%, test accuracy: 17.3% -
eopch: 111, train accuracy: 24.0%, test accuracy: 17.3% -
eopch: 112, train accuracy: 20.0%, test accuracy: 16.7% -
eopch: 113, train accuracy: 14.0%, test accuracy: 16.3% -
eopch: 114, train accuracy: 24.0%, test accuracy: 16.0% -
eopch: 115, train accuracy: 18.0%, test accuracy: 16.0% -
eopch: 116, train accuracy: 12.0%, test accuracy: 16.0% -
eopch: 117, train accuracy: 12.0%, test accuracy: 16.7% -
eopch: 118, train accuracy: 18.0%, test accuracy: 17.0% -
eopch: 119, train accuracy: 12.0%, test accuracy: 17.7% -
eopch: 120, train accuracy: 26.0%, test accuracy: 19.7% -
eopch: 121, train accuracy: 28.0%, test accuracy: 21.3% *
eopch: 122, train accuracy: 28.0%, test accuracy: 21.3% -
eopch: 123, train accuracy: 22.0%, test accuracy: 22.7% *
eopch: 124, train accuracy: 38.0%, test accuracy: 23.7% *
eopch: 125, train accuracy: 16.0%, test accuracy: 24.7% *
eopch: 126, train accuracy: 28.0%, test accuracy: 25.3% *
eopch: 127, train accuracy: 32.0%, test accuracy: 28.0% *
eopch: 128, train accuracy: 52.0%, test accuracy: 29.7% *
eopch: 129, train accuracy: 26.0%, test accuracy: 34.7% *
eopch: 130, train accuracy: 38.0%, test accuracy: 39.0% *
eopch: 131, train accuracy: 24.0%, test accuracy: 41.7% *
eopch: 132, train accuracy: 42.0%, test accuracy: 45.0% *
eopch: 133, train accuracy: 38.0%, test accuracy: 49.0% *
eopch: 134, train accuracy: 56.0%, test accuracy: 52.7% *
eopch: 135, train accuracy: 42.0%, test accuracy: 54.7% *
eopch: 136, train accuracy: 44.0%, test accuracy: 58.0% *
eopch: 137, train accuracy: 38.0%, test accuracy: 59.0% *
eopch: 138, train accuracy: 64.0%, test accuracy: 58.3% -
eopch: 139, train accuracy: 50.0%, test accuracy: 58.0% -
eopch: 140, train accuracy: 56.0%, test accuracy: 57.7% -
eopch: 141, train accuracy: 60.0%, test accuracy: 58.3% -
eopch: 142, train accuracy: 54.0%, test accuracy: 59.3% *
eopch: 143, train accuracy: 54.0%, test accuracy: 60.3% *
eopch: 144, train accuracy: 64.0%, test accuracy: 59.3% -
eopch: 145, train accuracy: 56.0%, test accuracy: 59.0% -
eopch: 146, train accuracy: 60.0%, test accuracy: 59.3% -
eopch: 147, train accuracy: 60.0%, test accuracy: 60.0% -
eopch: 148, train accuracy: 46.0%, test accuracy: 59.7% -
eopch: 149, train accuracy: 62.0%, test accuracy: 60.7% *
eopch: 150, train accuracy: 80.0%, test accuracy: 61.7% *
eopch: 151, train accuracy: 58.0%, test accuracy: 61.0% -
eopch: 152, train accuracy: 56.0%, test accuracy: 61.3% -
eopch: 153, train accuracy: 54.0%, test accuracy: 62.7% *
eopch: 154, train accuracy: 48.0%, test accuracy: 63.0% *
eopch: 155, train accuracy: 58.0%, test accuracy: 64.0% *
eopch: 156, train accuracy: 70.0%, test accuracy: 64.3% *
eopch: 157, train accuracy: 56.0%, test accuracy: 65.7% *
eopch: 158, train accuracy: 70.0%, test accuracy: 66.0% *
eopch: 159, train accuracy: 62.0%, test accuracy: 66.7% *
eopch: 160, train accuracy: 66.0%, test accuracy: 67.3% *
eopch: 161, train accuracy: 56.0%, test accuracy: 67.3% *
eopch: 162, train accuracy: 58.0%, test accuracy: 68.3% *
eopch: 163, train accuracy: 56.0%, test accuracy: 68.0% -
eopch: 164, train accuracy: 70.0%, test accuracy: 68.3% *
eopch: 165, train accuracy: 74.0%, test accuracy: 67.7% -
eopch: 166, train accuracy: 70.0%, test accuracy: 66.7% -
eopch: 167, train accuracy: 72.0%, test accuracy: 67.3% -
eopch: 168, train accuracy: 54.0%, test accuracy: 68.0% -
eopch: 169, train accuracy: 82.0%, test accuracy: 68.3% *
eopch: 170, train accuracy: 66.0%, test accuracy: 68.3% -
eopch: 171, train accuracy: 64.0%, test accuracy: 68.3% -
eopch: 172, train accuracy: 70.0%, test accuracy: 68.3% -
eopch: 173, train accuracy: 50.0%, test accuracy: 68.3% -
eopch: 174, train accuracy: 58.0%, test accuracy: 68.7% *
eopch: 175, train accuracy: 60.0%, test accuracy: 69.0% *
eopch: 176, train accuracy: 64.0%, test accuracy: 69.0% -
eopch: 177, train accuracy: 64.0%, test accuracy: 68.7% -
eopch: 178, train accuracy: 68.0%, test accuracy: 69.3% *
eopch: 179, train accuracy: 80.0%, test accuracy: 69.3% -
eopch: 180, train accuracy: 70.0%, test accuracy: 69.7% *
eopch: 181, train accuracy: 70.0%, test accuracy: 70.3% *
eopch: 182, train accuracy: 66.0%, test accuracy: 70.3% -
eopch: 183, train accuracy: 56.0%, test accuracy: 71.3% *
eopch: 184, train accuracy: 60.0%, test accuracy: 70.7% -
eopch: 185, train accuracy: 62.0%, test accuracy: 70.7% -
eopch: 186, train accuracy: 64.0%, test accuracy: 71.7% *
eopch: 187, train accuracy: 64.0%, test accuracy: 72.0% *
eopch: 188, train accuracy: 78.0%, test accuracy: 72.0% -
eopch: 189, train accuracy: 64.0%, test accuracy: 72.3% *
eopch: 190, train accuracy: 70.0%, test accuracy: 73.3% *
eopch: 191, train accuracy: 68.0%, test accuracy: 72.7% -
eopch: 192, train accuracy: 68.0%, test accuracy: 72.7% -
eopch: 193, train accuracy: 72.0%, test accuracy: 72.7% -
eopch: 194, train accuracy: 66.0%, test accuracy: 72.3% -
eopch: 195, train accuracy: 82.0%, test accuracy: 72.7% -
eopch: 196, train accuracy: 58.0%, test accuracy: 72.3% -
eopch: 197, train accuracy: 66.0%, test accuracy: 72.3% -
eopch: 198, train accuracy: 54.0%, test accuracy: 72.7% -
eopch: 199, train accuracy: 60.0%, test accuracy: 73.0% -
eopch: 200, train accuracy: 64.0%, test accuracy: 72.7% -
eopch: 201, train accuracy: 62.0%, test accuracy: 72.7% -
eopch: 202, train accuracy: 76.0%, test accuracy: 73.0% -
eopch: 203, train accuracy: 64.0%, test accuracy: 73.7% *
eopch: 204, train accuracy: 72.0%, test accuracy: 73.3% -
eopch: 205, train accuracy: 60.0%, test accuracy: 74.0% *
eopch: 206, train accuracy: 58.0%, test accuracy: 73.7% -
eopch: 207, train accuracy: 76.0%, test accuracy: 74.0% -
eopch: 208, train accuracy: 74.0%, test accuracy: 74.0% -
eopch: 209, train accuracy: 72.0%, test accuracy: 73.7% -
eopch: 210, train accuracy: 64.0%, test accuracy: 74.0% -
eopch: 211, train accuracy: 66.0%, test accuracy: 74.3% *
eopch: 212, train accuracy: 70.0%, test accuracy: 75.0% *
eopch: 213, train accuracy: 62.0%, test accuracy: 75.0% -
eopch: 214, train accuracy: 76.0%, test accuracy: 75.3% *
eopch: 215, train accuracy: 76.0%, test accuracy: 75.7% *
eopch: 216, train accuracy: 82.0%, test accuracy: 76.7% *
eopch: 217, train accuracy: 72.0%, test accuracy: 77.3% *
eopch: 218, train accuracy: 76.0%, test accuracy: 79.0% *
eopch: 219, train accuracy: 82.0%, test accuracy: 79.0% -
eopch: 220, train accuracy: 74.0%, test accuracy: 79.3% *
eopch: 221, train accuracy: 72.0%, test accuracy: 80.0% *
eopch: 222, train accuracy: 66.0%, test accuracy: 80.3% *
eopch: 223, train accuracy: 76.0%, test accuracy: 80.3% -
eopch: 224, train accuracy: 68.0%, test accuracy: 80.3% -
eopch: 225, train accuracy: 76.0%, test accuracy: 81.0% *
eopch: 226, train accuracy: 86.0%, test accuracy: 80.7% -
eopch: 227, train accuracy: 76.0%, test accuracy: 80.7% -
eopch: 228, train accuracy: 72.0%, test accuracy: 81.3% *
eopch: 229, train accuracy: 76.0%, test accuracy: 81.3% -
eopch: 230, train accuracy: 70.0%, test accuracy: 80.7% -
eopch: 231, train accuracy: 84.0%, test accuracy: 81.0% -
eopch: 232, train accuracy: 90.0%, test accuracy: 80.7% -
eopch: 233, train accuracy: 76.0%, test accuracy: 81.0% -
eopch: 234, train accuracy: 80.0%, test accuracy: 81.0% -
eopch: 235, train accuracy: 74.0%, test accuracy: 82.0% *
eopch: 236, train accuracy: 74.0%, test accuracy: 81.7% -
eopch: 237, train accuracy: 78.0%, test accuracy: 82.0% *
eopch: 238, train accuracy: 84.0%, test accuracy: 82.3% *
eopch: 239, train accuracy: 78.0%, test accuracy: 82.3% -
eopch: 240, train accuracy: 72.0%, test accuracy: 82.7% *
eopch: 241, train accuracy: 78.0%, test accuracy: 82.3% -
eopch: 242, train accuracy: 76.0%, test accuracy: 82.3% -
eopch: 243, train accuracy: 70.0%, test accuracy: 82.7% -
eopch: 244, train accuracy: 78.0%, test accuracy: 82.7% -
eopch: 245, train accuracy: 70.0%, test accuracy: 82.7% -
eopch: 246, train accuracy: 84.0%, test accuracy: 82.7% -
eopch: 247, train accuracy: 78.0%, test accuracy: 83.7% *
eopch: 248, train accuracy: 70.0%, test accuracy: 83.7% -
eopch: 249, train accuracy: 66.0%, test accuracy: 83.7% -
eopch: 250, train accuracy: 70.0%, test accuracy: 84.3% *
eopch: 251, train accuracy: 80.0%, test accuracy: 84.7% *
eopch: 252, train accuracy: 88.0%, test accuracy: 84.7% -
eopch: 253, train accuracy: 72.0%, test accuracy: 84.7% -
eopch: 254, train accuracy: 82.0%, test accuracy: 84.7% -
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eopch: 608, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 609, train accuracy: 82.0%, test accuracy: 92.0% -
eopch: 610, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 611, train accuracy: 82.0%, test accuracy: 91.7% -
eopch: 612, train accuracy: 80.0%, test accuracy: 91.3% -
eopch: 613, train accuracy: 90.0%, test accuracy: 91.3% -
eopch: 614, train accuracy: 82.0%, test accuracy: 91.3% -
eopch: 615, train accuracy: 88.0%, test accuracy: 91.0% -
eopch: 616, train accuracy: 86.0%, test accuracy: 91.3% -
eopch: 617, train accuracy: 86.0%, test accuracy: 91.3% -
eopch: 618, train accuracy: 84.0%, test accuracy: 91.0% -
eopch: 619, train accuracy: 94.0%, test accuracy: 90.7% -
eopch: 620, train accuracy: 86.0%, test accuracy: 90.3% -
eopch: 621, train accuracy: 82.0%, test accuracy: 90.0% -
eopch: 622, train accuracy: 88.0%, test accuracy: 90.3% -
eopch: 623, train accuracy: 76.0%, test accuracy: 90.0% -
eopch: 624, train accuracy: 90.0%, test accuracy: 90.0% -
eopch: 625, train accuracy: 88.0%, test accuracy: 90.0% -
eopch: 626, train accuracy: 98.0%, test accuracy: 89.7% -
eopch: 627, train accuracy: 86.0%, test accuracy: 90.0% -
eopch: 628, train accuracy: 88.0%, test accuracy: 89.7% -
eopch: 629, train accuracy: 82.0%, test accuracy: 89.0% -
eopch: 630, train accuracy: 80.0%, test accuracy: 89.0% -
eopch: 631, train accuracy: 78.0%, test accuracy: 89.7% -
eopch: 632, train accuracy: 84.0%, test accuracy: 89.7% -
eopch: 633, train accuracy: 80.0%, test accuracy: 89.7% -
eopch: 634, train accuracy: 90.0%, test accuracy: 90.0% -
eopch: 635, train accuracy: 84.0%, test accuracy: 90.0% -
eopch: 636, train accuracy: 76.0%, test accuracy: 91.0% -
eopch: 637, train accuracy: 88.0%, test accuracy: 91.0% -
eopch: 638, train accuracy: 86.0%, test accuracy: 90.7% -
eopch: 639, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 640, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 641, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 642, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 643, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 644, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 645, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 646, train accuracy: 86.0%, test accuracy: 92.7% -
eopch: 647, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 648, train accuracy: 80.0%, test accuracy: 92.7% -
eopch: 649, train accuracy: 96.0%, test accuracy: 92.0% -
eopch: 650, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 651, train accuracy: 86.0%, test accuracy: 91.7% -
eopch: 652, train accuracy: 98.0%, test accuracy: 91.7% -
eopch: 653, train accuracy: 92.0%, test accuracy: 91.3% -
eopch: 654, train accuracy: 84.0%, test accuracy: 91.3% -
eopch: 655, train accuracy: 84.0%, test accuracy: 91.0% -
eopch: 656, train accuracy: 88.0%, test accuracy: 90.0% -
eopch: 657, train accuracy: 84.0%, test accuracy: 90.3% -
eopch: 658, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 659, train accuracy: 94.0%, test accuracy: 91.0% -
eopch: 660, train accuracy: 84.0%, test accuracy: 90.3% -
eopch: 661, train accuracy: 94.0%, test accuracy: 90.3% -
eopch: 662, train accuracy: 88.0%, test accuracy: 90.3% -
eopch: 663, train accuracy: 88.0%, test accuracy: 90.3% -
eopch: 664, train accuracy: 92.0%, test accuracy: 90.3% -
eopch: 665, train accuracy: 78.0%, test accuracy: 90.7% -
eopch: 666, train accuracy: 88.0%, test accuracy: 91.0% -
eopch: 667, train accuracy: 94.0%, test accuracy: 91.7% -
eopch: 668, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 669, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 670, train accuracy: 88.0%, test accuracy: 91.0% -
eopch: 671, train accuracy: 96.0%, test accuracy: 90.7% -
eopch: 672, train accuracy: 84.0%, test accuracy: 90.7% -
eopch: 673, train accuracy: 88.0%, test accuracy: 89.7% -
eopch: 674, train accuracy: 90.0%, test accuracy: 89.7% -
eopch: 675, train accuracy: 78.0%, test accuracy: 90.0% -
eopch: 676, train accuracy: 88.0%, test accuracy: 89.7% -
eopch: 677, train accuracy: 88.0%, test accuracy: 89.7% -
eopch: 678, train accuracy: 92.0%, test accuracy: 89.7% -
eopch: 679, train accuracy: 82.0%, test accuracy: 89.7% -
eopch: 680, train accuracy: 80.0%, test accuracy: 89.7% -
eopch: 681, train accuracy: 88.0%, test accuracy: 89.7% -
eopch: 682, train accuracy: 92.0%, test accuracy: 89.7% -
eopch: 683, train accuracy: 96.0%, test accuracy: 89.3% -
eopch: 684, train accuracy: 86.0%, test accuracy: 89.3% -
eopch: 685, train accuracy: 88.0%, test accuracy: 90.3% -
eopch: 686, train accuracy: 82.0%, test accuracy: 90.7% -
eopch: 687, train accuracy: 92.0%, test accuracy: 90.3% -
eopch: 688, train accuracy: 78.0%, test accuracy: 92.0% -
eopch: 689, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 690, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 691, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 692, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 693, train accuracy: 86.0%, test accuracy: 92.3% -
eopch: 694, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 695, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 696, train accuracy: 96.0%, test accuracy: 91.7% -
eopch: 697, train accuracy: 84.0%, test accuracy: 91.7% -
eopch: 698, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 699, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 700, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 701, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 702, train accuracy: 88.0%, test accuracy: 91.3% -
eopch: 703, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 704, train accuracy: 90.0%, test accuracy: 91.3% -
eopch: 705, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 706, train accuracy: 82.0%, test accuracy: 91.3% -
eopch: 707, train accuracy: 82.0%, test accuracy: 91.3% -
eopch: 708, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 709, train accuracy: 88.0%, test accuracy: 90.7% -
eopch: 710, train accuracy: 88.0%, test accuracy: 91.0% -
eopch: 711, train accuracy: 86.0%, test accuracy: 91.3% -
eopch: 712, train accuracy: 86.0%, test accuracy: 91.7% -
eopch: 713, train accuracy: 94.0%, test accuracy: 92.0% -
eopch: 714, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 715, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 716, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 717, train accuracy: 82.0%, test accuracy: 91.3% -
eopch: 718, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 719, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 720, train accuracy: 86.0%, test accuracy: 91.0% -
eopch: 721, train accuracy: 88.0%, test accuracy: 91.0% -
eopch: 722, train accuracy: 88.0%, test accuracy: 91.0% -
eopch: 723, train accuracy: 94.0%, test accuracy: 91.0% -
eopch: 724, train accuracy: 86.0%, test accuracy: 91.3% -
eopch: 725, train accuracy: 94.0%, test accuracy: 91.0% -
eopch: 726, train accuracy: 82.0%, test accuracy: 91.0% -
eopch: 727, train accuracy: 96.0%, test accuracy: 91.0% -
eopch: 728, train accuracy: 88.0%, test accuracy: 90.3% -
eopch: 729, train accuracy: 92.0%, test accuracy: 90.3% -
eopch: 730, train accuracy: 92.0%, test accuracy: 90.7% -
eopch: 731, train accuracy: 86.0%, test accuracy: 90.3% -
eopch: 732, train accuracy: 84.0%, test accuracy: 90.3% -
eopch: 733, train accuracy: 90.0%, test accuracy: 90.3% -
eopch: 734, train accuracy: 90.0%, test accuracy: 90.3% -
eopch: 735, train accuracy: 90.0%, test accuracy: 90.3% -
eopch: 736, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 737, train accuracy: 88.0%, test accuracy: 90.3% -
eopch: 738, train accuracy: 86.0%, test accuracy: 90.3% -
eopch: 739, train accuracy: 86.0%, test accuracy: 90.3% -
eopch: 740, train accuracy: 90.0%, test accuracy: 90.3% -
eopch: 741, train accuracy: 86.0%, test accuracy: 91.0% -
eopch: 742, train accuracy: 92.0%, test accuracy: 91.0% -
eopch: 743, train accuracy: 90.0%, test accuracy: 91.3% -
eopch: 744, train accuracy: 94.0%, test accuracy: 91.3% -
eopch: 745, train accuracy: 80.0%, test accuracy: 91.3% -
eopch: 746, train accuracy: 94.0%, test accuracy: 91.3% -
eopch: 747, train accuracy: 94.0%, test accuracy: 91.3% -
eopch: 748, train accuracy: 82.0%, test accuracy: 91.3% -
eopch: 749, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 750, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 751, train accuracy: 82.0%, test accuracy: 92.3% -
eopch: 752, train accuracy: 82.0%, test accuracy: 92.3% -
eopch: 753, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 754, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 755, train accuracy: 86.0%, test accuracy: 93.0% *
eopch: 756, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 757, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 758, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 759, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 760, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 761, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 762, train accuracy: 84.0%, test accuracy: 92.7% -
eopch: 763, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 764, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 765, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 766, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 767, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 768, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 769, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 770, train accuracy: 82.0%, test accuracy: 92.3% -
eopch: 771, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 772, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 773, train accuracy: 84.0%, test accuracy: 92.7% -
eopch: 774, train accuracy: 84.0%, test accuracy: 92.7% -
eopch: 775, train accuracy: 84.0%, test accuracy: 92.0% -
eopch: 776, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 777, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 778, train accuracy: 82.0%, test accuracy: 92.3% -
eopch: 779, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 780, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 781, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 782, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 783, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 784, train accuracy: 94.0%, test accuracy: 92.0% -
eopch: 785, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 786, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 787, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 788, train accuracy: 78.0%, test accuracy: 92.0% -
eopch: 789, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 790, train accuracy: 84.0%, test accuracy: 91.7% -
eopch: 791, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 792, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 793, train accuracy: 84.0%, test accuracy: 93.0% -
eopch: 794, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 795, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 796, train accuracy: 86.0%, test accuracy: 92.7% -
eopch: 797, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 798, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 799, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 800, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 801, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 802, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 803, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 804, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 805, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 806, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 807, train accuracy: 80.0%, test accuracy: 92.7% -
eopch: 808, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 809, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 810, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 811, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 812, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 813, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 814, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 815, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 816, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 817, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 818, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 819, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 820, train accuracy: 94.0%, test accuracy: 91.3% -
eopch: 821, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 822, train accuracy: 92.0%, test accuracy: 91.0% -
eopch: 823, train accuracy: 82.0%, test accuracy: 91.0% -
eopch: 824, train accuracy: 92.0%, test accuracy: 91.0% -
eopch: 825, train accuracy: 94.0%, test accuracy: 91.0% -
eopch: 826, train accuracy: 94.0%, test accuracy: 91.0% -
eopch: 827, train accuracy: 96.0%, test accuracy: 91.3% -
eopch: 828, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 829, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 830, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 831, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 832, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 833, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 834, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 835, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 836, train accuracy: 80.0%, test accuracy: 92.3% -
eopch: 837, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 838, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 839, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 840, train accuracy: 86.0%, test accuracy: 92.3% -
eopch: 841, train accuracy: 86.0%, test accuracy: 91.7% -
eopch: 842, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 843, train accuracy: 94.0%, test accuracy: 91.3% -
eopch: 844, train accuracy: 94.0%, test accuracy: 91.3% -
eopch: 845, train accuracy: 82.0%, test accuracy: 91.3% -
eopch: 846, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 847, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 848, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 849, train accuracy: 80.0%, test accuracy: 92.3% -
eopch: 850, train accuracy: 96.0%, test accuracy: 92.0% -
eopch: 851, train accuracy: 90.0%, test accuracy: 91.3% -
eopch: 852, train accuracy: 88.0%, test accuracy: 91.3% -
eopch: 853, train accuracy: 86.0%, test accuracy: 92.3% -
eopch: 854, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 855, train accuracy: 82.0%, test accuracy: 91.7% -
eopch: 856, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 857, train accuracy: 90.0%, test accuracy: 91.3% -
eopch: 858, train accuracy: 86.0%, test accuracy: 91.3% -
eopch: 859, train accuracy: 86.0%, test accuracy: 91.7% -
eopch: 860, train accuracy: 92.0%, test accuracy: 91.3% -
eopch: 861, train accuracy: 92.0%, test accuracy: 91.3% -
eopch: 862, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 863, train accuracy: 96.0%, test accuracy: 90.7% -
eopch: 864, train accuracy: 88.0%, test accuracy: 90.7% -
eopch: 865, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 866, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 867, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 868, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 869, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 870, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 871, train accuracy: 84.0%, test accuracy: 92.0% -
eopch: 872, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 873, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 874, train accuracy: 76.0%, test accuracy: 92.3% -
eopch: 875, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 876, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 877, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 878, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 879, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 880, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 881, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 882, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 883, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 884, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 885, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 886, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 887, train accuracy: 84.0%, test accuracy: 92.0% -
eopch: 888, train accuracy: 96.0%, test accuracy: 91.3% -
eopch: 889, train accuracy: 86.0%, test accuracy: 91.3% -
eopch: 890, train accuracy: 92.0%, test accuracy: 91.0% -
eopch: 891, train accuracy: 96.0%, test accuracy: 91.0% -
eopch: 892, train accuracy: 90.0%, test accuracy: 91.0% -
eopch: 893, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 894, train accuracy: 88.0%, test accuracy: 91.3% -
eopch: 895, train accuracy: 96.0%, test accuracy: 91.7% -
eopch: 896, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 897, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 898, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 899, train accuracy: 92.0%, test accuracy: 91.3% -
eopch: 900, train accuracy: 98.0%, test accuracy: 92.0% -
eopch: 901, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 902, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 903, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 904, train accuracy: 90.0%, test accuracy: 93.3% *
eopch: 905, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 906, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 907, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 908, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 909, train accuracy: 84.0%, test accuracy: 92.7% -
eopch: 910, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 911, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 912, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 913, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 914, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 915, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 916, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 917, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 918, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 919, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 920, train accuracy: 98.0%, test accuracy: 91.7% -
eopch: 921, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 922, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 923, train accuracy: 84.0%, test accuracy: 91.7% -
eopch: 924, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 925, train accuracy: 96.0%, test accuracy: 91.7% -
eopch: 926, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 927, train accuracy: 88.0%, test accuracy: 91.3% -
eopch: 928, train accuracy: 88.0%, test accuracy: 91.3% -
eopch: 929, train accuracy: 90.0%, test accuracy: 90.7% -
eopch: 930, train accuracy: 98.0%, test accuracy: 90.7% -
eopch: 931, train accuracy: 94.0%, test accuracy: 91.0% -
eopch: 932, train accuracy: 90.0%, test accuracy: 90.7% -
eopch: 933, train accuracy: 92.0%, test accuracy: 90.7% -
eopch: 934, train accuracy: 84.0%, test accuracy: 90.7% -
eopch: 935, train accuracy: 86.0%, test accuracy: 90.7% -
eopch: 936, train accuracy: 96.0%, test accuracy: 90.3% -
eopch: 937, train accuracy: 90.0%, test accuracy: 90.7% -
eopch: 938, train accuracy: 92.0%, test accuracy: 91.0% -
eopch: 939, train accuracy: 92.0%, test accuracy: 91.3% -
eopch: 940, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 941, train accuracy: 86.0%, test accuracy: 92.7% -
eopch: 942, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 943, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 944, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 945, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 946, train accuracy: 82.0%, test accuracy: 92.7% -
eopch: 947, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 948, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 949, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 950, train accuracy: 88.0%, test accuracy: 93.7% *
eopch: 951, train accuracy: 94.0%, test accuracy: 92.0% -
eopch: 952, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 953, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 954, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 955, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 956, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 957, train accuracy: 88.0%, test accuracy: 93.3% -
eopch: 958, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 959, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 960, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 961, train accuracy: 84.0%, test accuracy: 92.7% -
eopch: 962, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 963, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 964, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 965, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 966, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 967, train accuracy: 96.0%, test accuracy: 92.0% -
eopch: 968, train accuracy: 98.0%, test accuracy: 91.0% -
eopch: 969, train accuracy: 92.0%, test accuracy: 91.0% -
eopch: 970, train accuracy: 94.0%, test accuracy: 91.3% -
eopch: 971, train accuracy: 90.0%, test accuracy: 91.3% -
eopch: 972, train accuracy: 94.0%, test accuracy: 91.7% -
eopch: 973, train accuracy: 94.0%, test accuracy: 91.7% -
eopch: 974, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 975, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 976, train accuracy: 98.0%, test accuracy: 92.0% -
eopch: 977, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 978, train accuracy: 94.0%, test accuracy: 91.7% -
eopch: 979, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 980, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 981, train accuracy: 94.0%, test accuracy: 92.0% -
eopch: 982, train accuracy: 84.0%, test accuracy: 91.7% -
eopch: 983, train accuracy: 86.0%, test accuracy: 91.7% -
eopch: 984, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 985, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 986, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 987, train accuracy: 86.0%, test accuracy: 92.3% -
eopch: 988, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 989, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 990, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 991, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 992, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 993, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 994, train accuracy: 96.0%, test accuracy: 92.0% -
eopch: 995, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 996, train accuracy: 84.0%, test accuracy: 91.7% -
eopch: 997, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 998, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 999, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1000, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1001, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 1002, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1003, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1004, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1005, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1006, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1007, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 1008, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 1009, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1010, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 1011, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1012, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 1013, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1014, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1015, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1016, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1017, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1018, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1019, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1020, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1021, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1022, train accuracy: 86.0%, test accuracy: 92.7% -
eopch: 1023, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1024, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1025, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1026, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1027, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1028, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1029, train accuracy: 84.0%, test accuracy: 92.0% -
eopch: 1030, train accuracy: 94.0%, test accuracy: 92.0% -
eopch: 1031, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 1032, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 1033, train accuracy: 94.0%, test accuracy: 92.0% -
eopch: 1034, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 1035, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1036, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1037, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1038, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1039, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1040, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1041, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1042, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1043, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 1044, train accuracy: 88.0%, test accuracy: 92.0% -
eopch: 1045, train accuracy: 94.0%, test accuracy: 92.0% -
eopch: 1046, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 1047, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1048, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1049, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1050, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1051, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1052, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 1053, train accuracy: 90.0%, test accuracy: 91.3% -
eopch: 1054, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 1055, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1056, train accuracy: 82.0%, test accuracy: 92.7% -
eopch: 1057, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1058, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1059, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 1060, train accuracy: 94.0%, test accuracy: 91.7% -
eopch: 1061, train accuracy: 90.0%, test accuracy: 91.7% -
eopch: 1062, train accuracy: 96.0%, test accuracy: 91.7% -
eopch: 1063, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1064, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1065, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1066, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1067, train accuracy: 84.0%, test accuracy: 92.7% -
eopch: 1068, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1069, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1070, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1071, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1072, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1073, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1074, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1075, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1076, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 1077, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1078, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1079, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1080, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1081, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1082, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1083, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1084, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1085, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1086, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1087, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1088, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1089, train accuracy: 80.0%, test accuracy: 92.3% -
eopch: 1090, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1091, train accuracy: 92.0%, test accuracy: 92.0% -
eopch: 1092, train accuracy: 96.0%, test accuracy: 91.7% -
eopch: 1093, train accuracy: 96.0%, test accuracy: 91.7% -
eopch: 1094, train accuracy: 92.0%, test accuracy: 91.7% -
eopch: 1095, train accuracy: 88.0%, test accuracy: 91.7% -
eopch: 1096, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 1097, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1098, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 1099, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1100, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1101, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1102, train accuracy: 86.0%, test accuracy: 92.3% -
eopch: 1103, train accuracy: 96.0%, test accuracy: 92.0% -
eopch: 1104, train accuracy: 84.0%, test accuracy: 92.0% -
eopch: 1105, train accuracy: 90.0%, test accuracy: 92.0% -
eopch: 1106, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 1107, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1108, train accuracy: 82.0%, test accuracy: 92.3% -
eopch: 1109, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1110, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1111, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1112, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1113, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1114, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1115, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1116, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1117, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1118, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1119, train accuracy: 94.0%, test accuracy: 93.7% *
eopch: 1120, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1121, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1122, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1123, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1124, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1125, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1126, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1127, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1128, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1129, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1130, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1131, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1132, train accuracy: 88.0%, test accuracy: 93.3% -
eopch: 1133, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1134, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1135, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1136, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1137, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1138, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1139, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1140, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1141, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 1142, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1143, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1144, train accuracy: 84.0%, test accuracy: 92.7% -
eopch: 1145, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1146, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1147, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 1148, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1149, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1150, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1151, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1152, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1153, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1154, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1155, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1156, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1157, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1158, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1159, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1160, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1161, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1162, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1163, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1164, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1165, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1166, train accuracy: 94.0%, test accuracy: 94.0% *
eopch: 1167, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1168, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1169, train accuracy: 90.0%, test accuracy: 94.0% -
eopch: 1170, train accuracy: 88.0%, test accuracy: 93.7% -
eopch: 1171, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1172, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1173, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1174, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1175, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1176, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1177, train accuracy: 88.0%, test accuracy: 93.7% -
eopch: 1178, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1179, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1180, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1181, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1182, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1183, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1184, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1185, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1186, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1187, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1188, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1189, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1190, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1191, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1192, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1193, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1194, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1195, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1196, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1197, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1198, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1199, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1200, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1201, train accuracy:100.0%, test accuracy: 92.7% -
eopch: 1202, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1203, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1204, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1205, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1206, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1207, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1208, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1209, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1210, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1211, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1212, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1213, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1214, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1215, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1216, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1217, train accuracy: 90.0%, test accuracy: 92.3% -
eopch: 1218, train accuracy:100.0%, test accuracy: 92.3% -
eopch: 1219, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1220, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1221, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1222, train accuracy: 86.0%, test accuracy: 92.3% -
eopch: 1223, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1224, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1225, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1226, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1227, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1228, train accuracy: 98.0%, test accuracy: 92.3% -
eopch: 1229, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1230, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1231, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1232, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1233, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1234, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1235, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1236, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1237, train accuracy: 84.0%, test accuracy: 93.0% -
eopch: 1238, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1239, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1240, train accuracy: 98.0%, test accuracy: 92.3% -
eopch: 1241, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1242, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1243, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1244, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1245, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1246, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1247, train accuracy: 84.0%, test accuracy: 93.0% -
eopch: 1248, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1249, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1250, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1251, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1252, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1253, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1254, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1255, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1256, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1257, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1258, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1259, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1260, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1261, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1262, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1263, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1264, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1265, train accuracy: 84.0%, test accuracy: 93.3% -
eopch: 1266, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1267, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1268, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1269, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1270, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1271, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1272, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1273, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1274, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1275, train accuracy: 84.0%, test accuracy: 92.3% -
eopch: 1276, train accuracy: 98.0%, test accuracy: 92.3% -
eopch: 1277, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1278, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1279, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1280, train accuracy: 86.0%, test accuracy: 93.3% -
eopch: 1281, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1282, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1283, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1284, train accuracy: 98.0%, test accuracy: 92.0% -
eopch: 1285, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1286, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1287, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1288, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1289, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1290, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1291, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1292, train accuracy: 86.0%, test accuracy: 93.7% -
eopch: 1293, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1294, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1295, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1296, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1297, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1298, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1299, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1300, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1301, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1302, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1303, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1304, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1305, train accuracy: 98.0%, test accuracy: 94.0% *
eopch: 1306, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1307, train accuracy: 90.0%, test accuracy: 94.0% -
eopch: 1308, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1309, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1310, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1311, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1312, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 1313, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1314, train accuracy: 98.0%, test accuracy: 92.3% -
eopch: 1315, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1316, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1317, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1318, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1319, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1320, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1321, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1322, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1323, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1324, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1325, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1326, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1327, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1328, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1329, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1330, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1331, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1332, train accuracy: 90.0%, test accuracy: 94.0% -
eopch: 1333, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1334, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1335, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1336, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1337, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1338, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1339, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1340, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1341, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1342, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1343, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1344, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1345, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1346, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1347, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1348, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1349, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1350, train accuracy: 84.0%, test accuracy: 93.0% -
eopch: 1351, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1352, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1353, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1354, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1355, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1356, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1357, train accuracy: 90.0%, test accuracy: 94.7% *
eopch: 1358, train accuracy: 90.0%, test accuracy: 94.7% -
eopch: 1359, train accuracy:100.0%, test accuracy: 95.0% *
eopch: 1360, train accuracy: 94.0%, test accuracy: 95.0% -
eopch: 1361, train accuracy: 82.0%, test accuracy: 95.3% *
eopch: 1362, train accuracy: 94.0%, test accuracy: 95.3% -
eopch: 1363, train accuracy: 90.0%, test accuracy: 95.0% -
eopch: 1364, train accuracy: 94.0%, test accuracy: 94.7% -
eopch: 1365, train accuracy: 90.0%, test accuracy: 94.7% -
eopch: 1366, train accuracy: 92.0%, test accuracy: 94.3% -
eopch: 1367, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1368, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1369, train accuracy: 94.0%, test accuracy: 92.3% -
eopch: 1370, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1371, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1372, train accuracy:100.0%, test accuracy: 92.7% -
eopch: 1373, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1374, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1375, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1376, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1377, train accuracy: 88.0%, test accuracy: 92.3% -
eopch: 1378, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 1379, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1380, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1381, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1382, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1383, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1384, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1385, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1386, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1387, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1388, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1389, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1390, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1391, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1392, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1393, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1394, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1395, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1396, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1397, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1398, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1399, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1400, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1401, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1402, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1403, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1404, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1405, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1406, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1407, train accuracy: 88.0%, test accuracy: 92.7% -
eopch: 1408, train accuracy: 90.0%, test accuracy: 92.7% -
eopch: 1409, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1410, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1411, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 1412, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 1413, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1414, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1415, train accuracy: 92.0%, test accuracy: 94.3% -
eopch: 1416, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1417, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 1418, train accuracy: 90.0%, test accuracy: 94.3% -
eopch: 1419, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1420, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1421, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1422, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1423, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1424, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 1425, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1426, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1427, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1428, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 1429, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1430, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1431, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1432, train accuracy: 88.0%, test accuracy: 93.3% -
eopch: 1433, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1434, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1435, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1436, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1437, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1438, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1439, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1440, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1441, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1442, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1443, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1444, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1445, train accuracy: 86.0%, test accuracy: 92.3% -
eopch: 1446, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1447, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1448, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1449, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1450, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1451, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1452, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1453, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1454, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 1455, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1456, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1457, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 1458, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 1459, train accuracy: 88.0%, test accuracy: 94.3% -
eopch: 1460, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 1461, train accuracy: 92.0%, test accuracy: 94.3% -
eopch: 1462, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 1463, train accuracy: 88.0%, test accuracy: 94.0% -
eopch: 1464, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 1465, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1466, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1467, train accuracy: 88.0%, test accuracy: 93.7% -
eopch: 1468, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1469, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 1470, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1471, train accuracy: 88.0%, test accuracy: 93.7% -
eopch: 1472, train accuracy: 90.0%, test accuracy: 94.0% -
eopch: 1473, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1474, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1475, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1476, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1477, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1478, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1479, train accuracy: 88.0%, test accuracy: 93.0% -
eopch: 1480, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1481, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1482, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1483, train accuracy: 92.0%, test accuracy: 92.3% -
eopch: 1484, train accuracy:100.0%, test accuracy: 92.7% -
eopch: 1485, train accuracy: 98.0%, test accuracy: 92.3% -
eopch: 1486, train accuracy: 86.0%, test accuracy: 92.0% -
eopch: 1487, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1488, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1489, train accuracy: 98.0%, test accuracy: 92.3% -
eopch: 1490, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1491, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 1492, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1493, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1494, train accuracy: 86.0%, test accuracy: 93.0% -
eopch: 1495, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1496, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1497, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1498, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1499, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1500, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1501, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 1502, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1503, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1504, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1505, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1506, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1507, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1508, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1509, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1510, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1511, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1512, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1513, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1514, train accuracy: 88.0%, test accuracy: 93.7% -
eopch: 1515, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1516, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1517, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1518, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1519, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1520, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 1521, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1522, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1523, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1524, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1525, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1526, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1527, train accuracy: 90.0%, test accuracy: 93.0% -
eopch: 1528, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1529, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1530, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1531, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1532, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1533, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1534, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1535, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1536, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1537, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1538, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 1539, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1540, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1541, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1542, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1543, train accuracy: 88.0%, test accuracy: 93.3% -
eopch: 1544, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1545, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1546, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1547, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1548, train accuracy: 86.0%, test accuracy: 93.3% -
eopch: 1549, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1550, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1551, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1552, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 1553, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1554, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1555, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1556, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1557, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1558, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1559, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1560, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1561, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1562, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1563, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1564, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1565, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1566, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1567, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1568, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1569, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1570, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1571, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1572, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 1573, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1574, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1575, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1576, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1577, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1578, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1579, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1580, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1581, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1582, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 1583, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1584, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1585, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1586, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1587, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 1588, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1589, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1590, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1591, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1592, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 1593, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1594, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1595, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1596, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1597, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 1598, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1599, train accuracy: 92.0%, test accuracy: 92.7% -
eopch: 1600, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1601, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 1602, train accuracy: 92.0%, test accuracy: 93.0% -
eopch: 1603, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1604, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1605, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1606, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1607, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1608, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1609, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1610, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1611, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1612, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1613, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1614, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1615, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1616, train accuracy: 88.0%, test accuracy: 93.3% -
eopch: 1617, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 1618, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1619, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 1620, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 1621, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 1622, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 1623, train accuracy: 90.0%, test accuracy: 94.3% -
eopch: 1624, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 1625, train accuracy: 94.0%, test accuracy: 94.7% -
eopch: 1626, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 1627, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 1628, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 1629, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1630, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1631, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1632, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1633, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1634, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 1635, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1636, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1637, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1638, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1639, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1640, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1641, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1642, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1643, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1644, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1645, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1646, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1647, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1648, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1649, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1650, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1651, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1652, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1653, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1654, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1655, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1656, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1657, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1658, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1659, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1660, train accuracy: 88.0%, test accuracy: 93.3% -
eopch: 1661, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1662, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1663, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1664, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1665, train accuracy: 88.0%, test accuracy: 93.3% -
eopch: 1666, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1667, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1668, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 1669, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1670, train accuracy:100.0%, test accuracy: 93.3% -
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eopch: 1672, train accuracy: 98.0%, test accuracy: 94.0% -
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eopch: 1674, train accuracy: 98.0%, test accuracy: 94.0% -
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eopch: 1680, train accuracy: 96.0%, test accuracy: 94.7% -
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eopch: 1684, train accuracy: 98.0%, test accuracy: 94.3% -
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eopch: 1694, train accuracy: 88.0%, test accuracy: 93.7% -
eopch: 1695, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1696, train accuracy: 96.0%, test accuracy: 93.0% -
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eopch: 1699, train accuracy: 98.0%, test accuracy: 94.0% -
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eopch: 1704, train accuracy:100.0%, test accuracy: 93.3% -
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eopch: 1710, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1711, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1712, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1713, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1714, train accuracy: 98.0%, test accuracy: 93.0% -
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eopch: 1718, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1719, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 1720, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1721, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1722, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 1723, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 1724, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1725, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1726, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1727, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1728, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1729, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 1730, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1731, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 1732, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 1733, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1734, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 1735, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1736, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1737, train accuracy:100.0%, test accuracy: 93.7% -
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eopch: 1739, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1740, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1741, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1742, train accuracy: 98.0%, test accuracy: 93.7% -
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eopch: 1745, train accuracy: 98.0%, test accuracy: 94.0% -
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eopch: 1750, train accuracy: 98.0%, test accuracy: 93.7% -
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eopch: 1768, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 1769, train accuracy: 92.0%, test accuracy: 93.3% -
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eopch: 1791, train accuracy: 96.0%, test accuracy: 94.3% -
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eopch: 1795, train accuracy: 92.0%, test accuracy: 93.7% -
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eopch: 1811, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1812, train accuracy: 98.0%, test accuracy: 93.3% -
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eopch: 1822, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1823, train accuracy: 90.0%, test accuracy: 94.7% -
eopch: 1824, train accuracy: 96.0%, test accuracy: 94.3% -
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eopch: 1827, train accuracy:100.0%, test accuracy: 93.7% -
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eopch: 1968, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1969, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1970, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1971, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1972, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1973, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1974, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 1975, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1976, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 1977, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 1978, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1979, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1980, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 1981, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 1982, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 1983, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1984, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 1985, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1986, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 1987, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 1988, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 1989, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 1990, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 1991, train accuracy: 94.0%, test accuracy: 94.7% -
eopch: 1992, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 1993, train accuracy: 92.0%, test accuracy: 94.7% -
eopch: 1994, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 1995, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 1996, train accuracy: 94.0%, test accuracy: 94.7% -
eopch: 1997, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 1998, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 1999, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2000, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2001, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2002, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2003, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2004, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2005, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2006, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2007, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2008, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2009, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2010, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2011, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2012, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2013, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2014, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2015, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2016, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2017, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2018, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2019, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 2020, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2021, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 2022, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2023, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2024, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 2025, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2026, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 2027, train accuracy: 90.0%, test accuracy: 94.3% -
eopch: 2028, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2029, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2030, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2031, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2032, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2033, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2034, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2035, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2036, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 2037, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2038, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2039, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2040, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2041, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2042, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2043, train accuracy: 90.0%, test accuracy: 93.3% -
eopch: 2044, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2045, train accuracy:100.0%, test accuracy: 93.7% -
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eopch: 2048, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2049, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2050, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2051, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2052, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2053, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2054, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2055, train accuracy: 90.0%, test accuracy: 93.7% -
eopch: 2056, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2057, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2058, train accuracy: 98.0%, test accuracy: 93.7% -
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eopch: 2060, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2061, train accuracy: 98.0%, test accuracy: 93.7% -
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eopch: 2063, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2064, train accuracy: 98.0%, test accuracy: 94.0% -
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eopch: 2066, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2067, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2068, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2069, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2070, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2071, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2072, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2073, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2074, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2075, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2076, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2077, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2078, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 2079, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2080, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2081, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2082, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2083, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2084, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2085, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 2086, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2087, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2088, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2089, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2090, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2091, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2092, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2093, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2094, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2095, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2096, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2097, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2098, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2099, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2100, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2101, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 2102, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2103, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2104, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2105, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2106, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2107, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2108, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2109, train accuracy: 92.0%, test accuracy: 94.3% -
eopch: 2110, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2111, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2112, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2113, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2114, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2115, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2116, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2117, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2118, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2119, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2120, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2121, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2122, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2123, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2124, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2125, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2126, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2127, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2128, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2129, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2130, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2131, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2132, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 2133, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2134, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2135, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2136, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2137, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 2138, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2139, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2140, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 2141, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2142, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2143, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2144, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2145, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2146, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2147, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2148, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2149, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2150, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2151, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2152, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2153, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2154, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 2155, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2156, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2157, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2158, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2159, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2160, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2161, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2162, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2163, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2164, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2165, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2166, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2167, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2168, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2169, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2170, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2171, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2172, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2173, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2174, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2175, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2176, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2177, train accuracy: 98.0%, test accuracy: 94.3% -
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eopch: 2179, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2180, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 2181, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2182, train accuracy: 94.0%, test accuracy: 95.0% -
eopch: 2183, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2184, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2185, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2186, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2187, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2188, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2189, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2190, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2191, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2192, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2193, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2194, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2195, train accuracy: 92.0%, test accuracy: 94.3% -
eopch: 2196, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2197, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2198, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2199, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2200, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2201, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2202, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2203, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2204, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2205, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2206, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2207, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2208, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2209, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2210, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2211, train accuracy: 94.0%, test accuracy: 94.7% -
eopch: 2212, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2213, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2214, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2215, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2216, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2217, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2218, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2219, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2220, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2221, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2222, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2223, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2224, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2225, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2226, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2227, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2228, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2229, train accuracy: 92.0%, test accuracy: 94.7% -
eopch: 2230, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2231, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2232, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2233, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2234, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2235, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2236, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2237, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2238, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2239, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2240, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2241, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2242, train accuracy: 96.0%, test accuracy: 92.7% -
eopch: 2243, train accuracy: 94.0%, test accuracy: 92.7% -
eopch: 2244, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 2245, train accuracy: 96.0%, test accuracy: 92.3% -
eopch: 2246, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2247, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2248, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2249, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2250, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2251, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2252, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2253, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2254, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2255, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2256, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2257, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2258, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2259, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2260, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2261, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2262, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2263, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2264, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2265, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2266, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2267, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2268, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2269, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2270, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2271, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2272, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2273, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2274, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2275, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2276, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2277, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2278, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2279, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2280, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2281, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2282, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2283, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 2284, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2285, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2286, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2287, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2288, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2289, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2290, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2291, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2292, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2293, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2294, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2295, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2296, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2297, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2298, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2299, train accuracy: 92.0%, test accuracy: 93.7% -
eopch: 2300, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2301, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2302, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2303, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2304, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2305, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2306, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2307, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2308, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2309, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2310, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2311, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2312, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2313, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2314, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2315, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2316, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2317, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2318, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2319, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2320, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2321, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2322, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2323, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2324, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2325, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2326, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2327, train accuracy: 94.0%, test accuracy: 94.7% -
eopch: 2328, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2329, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2330, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2331, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2332, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 2333, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2334, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2335, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2336, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2337, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2338, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2339, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2340, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2341, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2342, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2343, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2344, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2345, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2346, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2347, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2348, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2349, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2350, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2351, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2352, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2353, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2354, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2355, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2356, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2357, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2358, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2359, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2360, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2361, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2362, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2363, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2364, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2365, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2366, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2367, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2368, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2369, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2370, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2371, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2372, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2373, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2374, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2375, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2376, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2377, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2378, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2379, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2380, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2381, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2382, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2383, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2384, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2385, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2386, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2387, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2388, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2389, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2390, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2391, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2392, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2393, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2394, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2395, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 2396, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2397, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2398, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 2399, train accuracy: 94.0%, test accuracy: 95.0% -
eopch: 2400, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2401, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2402, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2403, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2404, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2405, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2406, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2407, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2408, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2409, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2410, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2411, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2412, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2413, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2414, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2415, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2416, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2417, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2418, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2419, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2420, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2421, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2422, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2423, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2424, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2425, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2426, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2427, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2428, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2429, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2430, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2431, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2432, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2433, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2434, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2435, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2436, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2437, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 2438, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 2439, train accuracy:100.0%, test accuracy: 95.7% *
eopch: 2440, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2441, train accuracy: 96.0%, test accuracy: 95.3% -
eopch: 2442, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2443, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 2444, train accuracy: 96.0%, test accuracy: 95.3% -
eopch: 2445, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2446, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2447, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2448, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2449, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2450, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2451, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2452, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2453, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2454, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2455, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2456, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2457, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2458, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2459, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2460, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2461, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2462, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2463, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2464, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2465, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2466, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2467, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2468, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2469, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2470, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2471, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2472, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2473, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2474, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2475, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2476, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2477, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2478, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2479, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2480, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2481, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2482, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2483, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2484, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2485, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2486, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2487, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2488, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2489, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2490, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2491, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2492, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2493, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2494, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2495, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2496, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2497, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2498, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2499, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2500, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2501, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2502, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2503, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2504, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2505, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2506, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2507, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2508, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2509, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2510, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2511, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2512, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2513, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2514, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2515, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2516, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2517, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2518, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2519, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2520, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2521, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2522, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2523, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2524, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2525, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2526, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2527, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2528, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2529, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2530, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2531, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2532, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2533, train accuracy: 94.0%, test accuracy: 95.0% -
eopch: 2534, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2535, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2536, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2537, train accuracy: 96.0%, test accuracy: 95.3% -
eopch: 2538, train accuracy: 92.0%, test accuracy: 95.3% -
eopch: 2539, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 2540, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2541, train accuracy: 96.0%, test accuracy: 95.3% -
eopch: 2542, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 2543, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2544, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2545, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2546, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2547, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2548, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2549, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2550, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2551, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2552, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2553, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2554, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2555, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2556, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2557, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2558, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2559, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2560, train accuracy: 92.0%, test accuracy: 93.3% -
eopch: 2561, train accuracy: 94.0%, test accuracy: 93.0% -
eopch: 2562, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2563, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2564, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2565, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2566, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2567, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 2568, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2569, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2570, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2571, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2572, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2573, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2574, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2575, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2576, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2577, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2578, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2579, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2580, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2581, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2582, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2583, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2584, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2585, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2586, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2587, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2588, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2589, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2590, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2591, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2592, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2593, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2594, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2595, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2596, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2597, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2598, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2599, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2600, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2601, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2602, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2603, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2604, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2605, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2606, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2607, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2608, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2609, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2610, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2611, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2612, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2613, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2614, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2615, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2616, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2617, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2618, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2619, train accuracy: 92.0%, test accuracy: 94.0% -
eopch: 2620, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2621, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2622, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2623, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2624, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2625, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2626, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2627, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2628, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2629, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2630, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2631, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2632, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2633, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2634, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2635, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2636, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2637, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2638, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2639, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2640, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2641, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2642, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2643, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2644, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2645, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 2646, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2647, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2648, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2649, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2650, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2651, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2652, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2653, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2654, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2655, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2656, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2657, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2658, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2659, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2660, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2661, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2662, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2663, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2664, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2665, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2666, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2667, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2668, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2669, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2670, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2671, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2672, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2673, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2674, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2675, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2676, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2677, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2678, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2679, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2680, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2681, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2682, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2683, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2684, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2685, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2686, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2687, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2688, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2689, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2690, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2691, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2692, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2693, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2694, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2695, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2696, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2697, train accuracy: 94.0%, test accuracy: 93.3% -
eopch: 2698, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2699, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2700, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2701, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2702, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2703, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2704, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2705, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2706, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2707, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2708, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2709, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2710, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2711, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2712, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2713, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2714, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2715, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2716, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2717, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2718, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2719, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2720, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2721, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2722, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2723, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2724, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 2725, train accuracy: 98.0%, test accuracy: 92.7% -
eopch: 2726, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 2727, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 2728, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2729, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2730, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2731, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2732, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2733, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2734, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2735, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2736, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2737, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2738, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2739, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2740, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2741, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2742, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2743, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2744, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2745, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2746, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2747, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2748, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2749, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2750, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2751, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2752, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2753, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2754, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2755, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2756, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2757, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2758, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2759, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2760, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2761, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2762, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2763, train accuracy: 94.0%, test accuracy: 94.0% -
eopch: 2764, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2765, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2766, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2767, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 2768, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2769, train accuracy: 96.0%, test accuracy: 95.3% -
eopch: 2770, train accuracy: 94.0%, test accuracy: 95.3% -
eopch: 2771, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2772, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2773, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2774, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2775, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2776, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2777, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2778, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2779, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2780, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2781, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2782, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2783, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2784, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2785, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2786, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2787, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2788, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2789, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2790, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2791, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2792, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2793, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2794, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2795, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2796, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2797, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2798, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2799, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2800, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2801, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2802, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2803, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2804, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2805, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2806, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2807, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2808, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2809, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2810, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2811, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2812, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2813, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2814, train accuracy: 94.0%, test accuracy: 93.7% -
eopch: 2815, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2816, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2817, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2818, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2819, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2820, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2821, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2822, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2823, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2824, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2825, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2826, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2827, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2828, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2829, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2830, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2831, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2832, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2833, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2834, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2835, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2836, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2837, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2838, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2839, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2840, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2841, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2842, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2843, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2844, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2845, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2846, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2847, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2848, train accuracy: 98.0%, test accuracy: 93.7% -
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eopch: 2850, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2851, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2852, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2853, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2854, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2855, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2856, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2857, train accuracy:100.0%, test accuracy: 94.7% -
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eopch: 2860, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2861, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2862, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2863, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2864, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2865, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2866, train accuracy: 94.0%, test accuracy: 94.3% -
eopch: 2867, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2868, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2869, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2870, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2871, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2872, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2873, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2874, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2875, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2876, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2877, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2878, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2879, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2880, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2881, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2882, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2883, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2884, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2885, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2886, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2887, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2888, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2889, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2890, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2891, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2892, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2893, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2894, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2895, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2896, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2897, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2898, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2899, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2900, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2901, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2902, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2903, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2904, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 2905, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2906, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2907, train accuracy: 98.0%, test accuracy: 95.0% -
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eopch: 2909, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2910, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2911, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2912, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2913, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2914, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2915, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2916, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2917, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2918, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2919, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2920, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2921, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2922, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2923, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2924, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2925, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2926, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2927, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2928, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2929, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2930, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 2931, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2932, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2933, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2934, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2935, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2936, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2937, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2938, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2939, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2940, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 2941, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2942, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2943, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 2944, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2945, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2946, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 2947, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 2948, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 2949, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 2950, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2951, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2952, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2953, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2954, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2955, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2956, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2957, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2958, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2959, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2960, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2961, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2962, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 2963, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2964, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 2965, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 2966, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2967, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2968, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2969, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2970, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2971, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2972, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2973, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 2974, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2975, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2976, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2977, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2978, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2979, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 2980, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2981, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2982, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 2983, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 2984, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2985, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2986, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 2987, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 2988, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 2989, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2990, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 2991, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2992, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2993, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2994, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2995, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2996, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2997, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 2998, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 2999, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3000, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3001, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3002, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3003, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3004, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3005, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3006, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3007, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3008, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3009, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3010, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3011, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3012, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3013, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3014, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3015, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3016, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3017, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3018, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3019, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3020, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3021, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3022, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3023, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3024, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3025, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3026, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3027, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3028, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3029, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3030, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3031, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3032, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3033, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3034, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 3035, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3036, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3037, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3038, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3039, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3040, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3041, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3042, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3043, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3044, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3045, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3046, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 3047, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 3048, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3049, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3050, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3051, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3052, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3053, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 3054, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3055, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3056, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 3057, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3058, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3059, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3060, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3061, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3062, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3063, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3064, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3065, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3066, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3067, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3068, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3069, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3070, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3071, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3072, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3073, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3074, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 3075, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 3076, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3077, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3078, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3079, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3080, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3081, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3082, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3083, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3084, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3085, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3086, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3087, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3088, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3089, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3090, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3091, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3092, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3093, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3094, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3095, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3096, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3097, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3098, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3099, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3100, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3101, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3102, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3103, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3104, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3105, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3106, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3107, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3108, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3109, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3110, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 3111, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 3112, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3113, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3114, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3115, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3116, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3117, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3118, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3119, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3120, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3121, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 3122, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3123, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3124, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3125, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3126, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3127, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3128, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3129, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3130, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3131, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3132, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3133, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3134, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3135, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3136, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3137, train accuracy: 96.0%, test accuracy: 95.3% -
eopch: 3138, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3139, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3140, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3141, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3142, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3143, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3144, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3145, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3146, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3147, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3148, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3149, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3150, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3151, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3152, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3153, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3154, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3155, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3156, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3157, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3158, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3159, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3160, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3161, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3162, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3163, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3164, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3165, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3166, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3167, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3168, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3169, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3170, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3171, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3172, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3173, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3174, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3175, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3176, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3177, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3178, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3179, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3180, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3181, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3182, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3183, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3184, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3185, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3186, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3187, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3188, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3189, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3190, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3191, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3192, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3193, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3194, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 3195, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3196, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3197, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3198, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3199, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3200, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3201, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 3202, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3203, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3204, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3205, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3206, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3207, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3208, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3209, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3210, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3211, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3212, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3213, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3214, train accuracy: 96.0%, test accuracy: 93.3% -
eopch: 3215, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3216, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3217, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3218, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3219, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3220, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3221, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3222, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3223, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3224, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3225, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3226, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3227, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3228, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3229, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3230, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3231, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 3232, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3233, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3234, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3235, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3236, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3237, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3238, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3239, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3240, train accuracy: 96.0%, test accuracy: 93.7% -
eopch: 3241, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3242, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3243, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3244, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3245, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3246, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 3247, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3248, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3249, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3250, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3251, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3252, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3253, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3254, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3255, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3256, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3257, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3258, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3259, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3260, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3261, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3262, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3263, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3264, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3265, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3266, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3267, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3268, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3269, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3270, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3271, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3272, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3273, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3274, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3275, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 3276, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 3277, train accuracy:100.0%, test accuracy: 93.0% -
eopch: 3278, train accuracy: 98.0%, test accuracy: 93.0% -
eopch: 3279, train accuracy: 96.0%, test accuracy: 93.0% -
eopch: 3280, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3281, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3282, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3283, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3284, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3285, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3286, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3287, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 3288, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3289, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3290, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3291, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3292, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3293, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3294, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3295, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3296, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3297, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3298, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3299, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3300, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3301, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3302, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3303, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3304, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3305, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3306, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3307, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3308, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3309, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3310, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3311, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3312, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3313, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3314, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3315, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3316, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3317, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3318, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3319, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3320, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3321, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3322, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3323, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3324, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3325, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3326, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3327, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3328, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3329, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3330, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3331, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3332, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3333, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3334, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3335, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3336, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3337, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3338, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3339, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3340, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3341, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3342, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3343, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3344, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3345, train accuracy: 96.0%, test accuracy: 95.0% -
eopch: 3346, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3347, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3348, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3349, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3350, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3351, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3352, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3353, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3354, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3355, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3356, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3357, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3358, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3359, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3360, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3361, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3362, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3363, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3364, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3365, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3366, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3367, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3368, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3369, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3370, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3371, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3372, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3373, train accuracy: 96.0%, test accuracy: 94.0% -
eopch: 3374, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3375, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3376, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3377, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3378, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3379, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3380, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3381, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3382, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3383, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3384, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3385, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3386, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3387, train accuracy: 98.0%, test accuracy: 95.7% -
eopch: 3388, train accuracy: 98.0%, test accuracy: 95.7% -
eopch: 3389, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3390, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3391, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3392, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3393, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3394, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3395, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3396, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3397, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3398, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3399, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3400, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3401, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3402, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3403, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3404, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3405, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3406, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3407, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3408, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3409, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3410, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3411, train accuracy: 98.0%, test accuracy: 93.3% -
eopch: 3412, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3413, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3414, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3415, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3416, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3417, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3418, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3419, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3420, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3421, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3422, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3423, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3424, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3425, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3426, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3427, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3428, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3429, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3430, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3431, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3432, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3433, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3434, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3435, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3436, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3437, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3438, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3439, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3440, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3441, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3442, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3443, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3444, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3445, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3446, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3447, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3448, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3449, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3450, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3451, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3452, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3453, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3454, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3455, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3456, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3457, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3458, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3459, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3460, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3461, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3462, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3463, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3464, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3465, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3466, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 3467, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3468, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3469, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3470, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3471, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3472, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3473, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3474, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3475, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3476, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3477, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3478, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3479, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3480, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3481, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3482, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3483, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3484, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3485, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3486, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3487, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3488, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3489, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3490, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3491, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3492, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3493, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3494, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3495, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3496, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3497, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3498, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3499, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3500, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3501, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3502, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3503, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3504, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3505, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3506, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3507, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3508, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3509, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3510, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3511, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3512, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3513, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3514, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3515, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3516, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3517, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3518, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3519, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3520, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3521, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3522, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3523, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3524, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3525, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3526, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3527, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3528, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3529, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3530, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3531, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3532, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3533, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3534, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3535, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3536, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3537, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3538, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3539, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3540, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3541, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3542, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3543, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3544, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3545, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3546, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3547, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3548, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3549, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3550, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3551, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3552, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3553, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3554, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3555, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3556, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3557, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3558, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3559, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3560, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3561, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3562, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3563, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3564, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3565, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3566, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3567, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3568, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3569, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3570, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3571, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3572, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3573, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3574, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3575, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3576, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3577, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3578, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3579, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3580, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3581, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3582, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3583, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3584, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3585, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3586, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3587, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3588, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3589, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3590, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3591, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3592, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3593, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3594, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3595, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3596, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3597, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3598, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3599, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3600, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3601, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3602, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3603, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3604, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3605, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3606, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3607, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3608, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3609, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3610, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3611, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3612, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3613, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3614, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3615, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3616, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3617, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3618, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3619, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3620, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3621, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3622, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3623, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3624, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3625, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3626, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3627, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3628, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3629, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3630, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3631, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3632, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3633, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3634, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3635, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3636, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3637, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3638, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3639, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3640, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3641, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3642, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3643, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3644, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3645, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3646, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3647, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3648, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3649, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3650, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3651, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3652, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3653, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3654, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3655, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3656, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3657, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3658, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3659, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3660, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3661, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3662, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3663, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3664, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3665, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3666, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3667, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3668, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3669, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3670, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3671, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3672, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3673, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3674, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3675, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3676, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3677, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3678, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3679, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3680, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3681, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3682, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3683, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3684, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3685, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3686, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3687, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3688, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3689, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3690, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3691, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3692, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3693, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3694, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3695, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3696, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3697, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3698, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3699, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3700, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3701, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3702, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3703, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3704, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3705, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3706, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3707, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3708, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3709, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3710, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3711, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3712, train accuracy:100.0%, test accuracy: 93.3% -
eopch: 3713, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3714, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3715, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3716, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3717, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3718, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3719, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3720, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3721, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3722, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3723, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3724, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3725, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3726, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3727, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3728, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3729, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3730, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3731, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3732, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3733, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3734, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3735, train accuracy: 96.0%, test accuracy: 94.3% -
eopch: 3736, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3737, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3738, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3739, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 3740, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3741, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3742, train accuracy: 96.0%, test accuracy: 94.7% -
eopch: 3743, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3744, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3745, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3746, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3747, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3748, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3749, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3750, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3751, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3752, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3753, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3754, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3755, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3756, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3757, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3758, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3759, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3760, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3761, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3762, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3763, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3764, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3765, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3766, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3767, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3768, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3769, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3770, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3771, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3772, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3773, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3774, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3775, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3776, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3777, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3778, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3779, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3780, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3781, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3782, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3783, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3784, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3785, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3786, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3787, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3788, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3789, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3790, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3791, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3792, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3793, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3794, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3795, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3796, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3797, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3798, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3799, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3800, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3801, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3802, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3803, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3804, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3805, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3806, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3807, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3808, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3809, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3810, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3811, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3812, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3813, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3814, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3815, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3816, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3817, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3818, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3819, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3820, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3821, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3822, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3823, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3824, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3825, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3826, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3827, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3828, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3829, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3830, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3831, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3832, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3833, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3834, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3835, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3836, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3837, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3838, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3839, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3840, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3841, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3842, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3843, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3844, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3845, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 3846, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 3847, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3848, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3849, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3850, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3851, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3852, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3853, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3854, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3855, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3856, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3857, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3858, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3859, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3860, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3861, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3862, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3863, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3864, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3865, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3866, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3867, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3868, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3869, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3870, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3871, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3872, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3873, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3874, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3875, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3876, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3877, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3878, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3879, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3880, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3881, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3882, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3883, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3884, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3885, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3886, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3887, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3888, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3889, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3890, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3891, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3892, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3893, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3894, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3895, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3896, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3897, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3898, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3899, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3900, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3901, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3902, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3903, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3904, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3905, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3906, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3907, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3908, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3909, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3910, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3911, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3912, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3913, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3914, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3915, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3916, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3917, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3918, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3919, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3920, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3921, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3922, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3923, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3924, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3925, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3926, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 3927, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 3928, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 3929, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3930, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3931, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3932, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3933, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3934, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3935, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3936, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3937, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3938, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3939, train accuracy: 98.0%, test accuracy: 94.0% -
eopch: 3940, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3941, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3942, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3943, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3944, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3945, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3946, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3947, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3948, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3949, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3950, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 3951, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 3952, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 3953, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3954, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3955, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3956, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3957, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3958, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3959, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3960, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3961, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3962, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3963, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 3964, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3965, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3966, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3967, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3968, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3969, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3970, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3971, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3972, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3973, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3974, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3975, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 3976, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3977, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3978, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3979, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3980, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3981, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3982, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3983, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3984, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 3985, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3986, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3987, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3988, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3989, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3990, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3991, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3992, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3993, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3994, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 3995, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3996, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3997, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3998, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 3999, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4000, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4001, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4002, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4003, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4004, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4005, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4006, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4007, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4008, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4009, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4010, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4011, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4012, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4013, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4014, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4015, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4016, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4017, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4018, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4019, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4020, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4021, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4022, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4023, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4024, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4025, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 4026, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4027, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 4028, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4029, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4030, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4031, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4032, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4033, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4034, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4035, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4036, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4037, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4038, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4039, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4040, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4041, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4042, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4043, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4044, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4045, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4046, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4047, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4048, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4049, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4050, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4051, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 4052, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4053, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4054, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4055, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4056, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4057, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4058, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4059, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4060, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4061, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4062, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4063, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4064, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4065, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4066, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4067, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4068, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4069, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4070, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4071, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4072, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4073, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4074, train accuracy: 98.0%, test accuracy: 95.3% -
eopch: 4075, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4076, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4077, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 4078, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4079, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4080, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4081, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4082, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4083, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4084, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4085, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4086, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4087, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4088, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4089, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4090, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4091, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4092, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4093, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4094, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4095, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4096, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4097, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4098, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4099, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4100, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4101, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4102, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4103, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4104, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4105, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4106, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4107, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4108, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4109, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4110, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4111, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4112, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4113, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4114, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4115, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4116, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4117, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4118, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4119, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4120, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4121, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4122, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4123, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4124, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4125, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4126, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4127, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4128, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4129, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4130, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4131, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4132, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4133, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4134, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4135, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4136, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4137, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4138, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4139, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4140, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4141, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4142, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4143, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4144, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4145, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4146, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4147, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4148, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4149, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4150, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4151, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4152, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4153, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4154, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4155, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4156, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4157, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4158, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4159, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4160, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4161, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4162, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4163, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4164, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4165, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4166, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4167, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4168, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4169, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4170, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4171, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4172, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4173, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4174, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4175, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4176, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4177, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4178, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4179, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4180, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4181, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4182, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4183, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4184, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4185, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4186, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4187, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4188, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4189, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4190, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4191, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4192, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4193, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4194, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4195, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4196, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4197, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4198, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4199, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4200, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4201, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4202, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4203, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4204, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4205, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4206, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4207, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4208, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4209, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4210, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4211, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4212, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4213, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4214, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4215, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4216, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4217, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4218, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4219, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4220, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4221, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4222, train accuracy: 98.0%, test accuracy: 93.7% -
eopch: 4223, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4224, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4225, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4226, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4227, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4228, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4229, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4230, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4231, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4232, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4233, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4234, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4235, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4236, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4237, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4238, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4239, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4240, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4241, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4242, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4243, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4244, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4245, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4246, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4247, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4248, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4249, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4250, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4251, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4252, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4253, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4254, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4255, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4256, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4257, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4258, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4259, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4260, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4261, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4262, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4263, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4264, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4265, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4266, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4267, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4268, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4269, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4270, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4271, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4272, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4273, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4274, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4275, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4276, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4277, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4278, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4279, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4280, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4281, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4282, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4283, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4284, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4285, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4286, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4287, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4288, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4289, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4290, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4291, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4292, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4293, train accuracy:100.0%, test accuracy: 94.3% -
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eopch: 4295, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4296, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4297, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4298, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4299, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4300, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4301, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4302, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4303, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4304, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4305, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4306, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4307, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4308, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4309, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4310, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4311, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4312, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4313, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4314, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4315, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4316, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4317, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4318, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4319, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4320, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4321, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4322, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4323, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4324, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4325, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4326, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4327, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4328, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4329, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4330, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4331, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4332, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4333, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4334, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4335, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4336, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4337, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4338, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4339, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4340, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4341, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4342, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4343, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4344, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4345, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4346, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4347, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4348, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4349, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4350, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4351, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4352, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4353, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4354, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4355, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4356, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4357, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4358, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4359, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4360, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4361, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4362, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4363, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4364, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4365, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4366, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4367, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4368, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4369, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4370, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4371, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4372, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4373, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4374, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4375, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4376, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4377, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4378, train accuracy: 98.0%, test accuracy: 95.0% -
eopch: 4379, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4380, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4381, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4382, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4383, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4384, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4385, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4386, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4387, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4388, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4389, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4390, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4391, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4392, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4393, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4394, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4395, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4396, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4397, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4398, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4399, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4400, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4401, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4402, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4403, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4404, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4405, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4406, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4407, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4408, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4409, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4410, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4411, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4412, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4413, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4414, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4415, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4416, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4417, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4418, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4419, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4420, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4421, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4422, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4423, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4424, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4425, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4426, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4427, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4428, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4429, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4430, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4431, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4432, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4433, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4434, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4435, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4436, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4437, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4438, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4439, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4440, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4441, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4442, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4443, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4444, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4445, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4446, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4447, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4448, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4449, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4450, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4451, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4452, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4453, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4454, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4455, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4456, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4457, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4458, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4459, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4460, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4461, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4462, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4463, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4464, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4465, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4466, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4467, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4468, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4469, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4470, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4471, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4472, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4473, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4474, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4475, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4476, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4477, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4478, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4479, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4480, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4481, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4482, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4483, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4484, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4485, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4486, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4487, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4488, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4489, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4490, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4491, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4492, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4493, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4494, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4495, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4496, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4497, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4498, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4499, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4500, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4501, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4502, train accuracy:100.0%, test accuracy: 95.7% -
eopch: 4503, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4504, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4505, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4506, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4507, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4508, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4509, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4510, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4511, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4512, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4513, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4514, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4515, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4516, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4517, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4518, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4519, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4520, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4521, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4522, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4523, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4524, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4525, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4526, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4527, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4528, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4529, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4530, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4531, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4532, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4533, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4534, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4535, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4536, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4537, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4538, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4539, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4540, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4541, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4542, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4543, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4544, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4545, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4546, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4547, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4548, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4549, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4550, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4551, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4552, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4553, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4554, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4555, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4556, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4557, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4558, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4559, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4560, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4561, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4562, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4563, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4564, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4565, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4566, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4567, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4568, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4569, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4570, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4571, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4572, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4573, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4574, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4575, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4576, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4577, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4578, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4579, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4580, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4581, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4582, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4583, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4584, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4585, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4586, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4587, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4588, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4589, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4590, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4591, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4592, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4593, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4594, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4595, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4596, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4597, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4598, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4599, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4600, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4601, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4602, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4603, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4604, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4605, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4606, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4607, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4608, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4609, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4610, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4611, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4612, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4613, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4614, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4615, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4616, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4617, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4618, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4619, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4620, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4621, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4622, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4623, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4624, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4625, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4626, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4627, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4628, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4629, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4630, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4631, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4632, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4633, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4634, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4635, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4636, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4637, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4638, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4639, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4640, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4641, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4642, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4643, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4644, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4645, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4646, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4647, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4648, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4649, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4650, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4651, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4652, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4653, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4654, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4655, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4656, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4657, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4658, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4659, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4660, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4661, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4662, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4663, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4664, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4665, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4666, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4667, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4668, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4669, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4670, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4671, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4672, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4673, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4674, train accuracy: 98.0%, test accuracy: 94.7% -
eopch: 4675, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4676, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4677, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4678, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4679, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4680, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4681, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4682, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4683, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4684, train accuracy:100.0%, test accuracy: 95.0% -
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eopch: 4686, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4687, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4688, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4689, train accuracy:100.0%, test accuracy: 95.0% -
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eopch: 4691, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4692, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4693, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4694, train accuracy:100.0%, test accuracy: 95.3% -
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eopch: 4698, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4699, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4700, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4701, train accuracy:100.0%, test accuracy: 94.3% -
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eopch: 4705, train accuracy:100.0%, test accuracy: 94.3% -
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eopch: 4707, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4708, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4709, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4710, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4711, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4712, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4713, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4714, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4715, train accuracy:100.0%, test accuracy: 93.7% -
eopch: 4716, train accuracy:100.0%, test accuracy: 94.0% -
eopch: 4717, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4718, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4719, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4720, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4721, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4722, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4723, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4724, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4725, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4726, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4727, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4728, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4729, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4730, train accuracy:100.0%, test accuracy: 95.3% -
eopch: 4731, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4732, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4733, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4734, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4735, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4736, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4737, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4738, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4739, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4740, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4741, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4742, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4743, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4744, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4745, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4746, train accuracy:100.0%, test accuracy: 94.3% -
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eopch: 4748, train accuracy:100.0%, test accuracy: 94.3% -
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eopch: 4751, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4752, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4753, train accuracy: 98.0%, test accuracy: 94.3% -
eopch: 4754, train accuracy:100.0%, test accuracy: 94.3% -
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eopch: 4756, train accuracy:100.0%, test accuracy: 94.7% -
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eopch: 4759, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4760, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4761, train accuracy:100.0%, test accuracy: 94.7% -
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eopch: 4764, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4765, train accuracy:100.0%, test accuracy: 94.3% -
eopch: 4766, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4767, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4768, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4769, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4770, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4771, train accuracy:100.0%, test accuracy: 94.7% -
eopch: 4772, train accuracy:100.0%, test accuracy: 94.7% -
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eopch: 4776, train accuracy:100.0%, test accuracy: 94.7% -
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eopch: 4778, train accuracy:100.0%, test accuracy: 94.7% -
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eopch: 4780, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4781, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4782, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4783, train accuracy:100.0%, test accuracy: 95.0% -
eopch: 4784, train accuracy:100.0%, test accuracy: 95.0% -
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eopch: 4791, train accuracy:100.0%, test accuracy: 94.7% -
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eopch: 4804, train accuracy:100.0%, test accuracy: 95.3% -
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Time elapsed: 0:39:09
In [45]:
plt.plot(train_acc, color = 'blue')
plt.title('Test Accuracy')
plt.xlim(0, 5500)
plt.ylim(0, 1)
plt.xlabel('epoch')
plt.ylabel('accuracy (%)')
plt.show()
In [44]:
plt.plot(test_acc, color = 'red')
plt.title('Test Accuracy')
plt.xlim(0, 5500)
plt.ylim(0, 1)
plt.xlabel('epoch')
plt.ylabel('accuracy (%)')
plt.show()
In [51]:
plt.figure(1)
plt.title('Train and Test Accuracy')
plt.plot(train_acc, color = 'blue')
plt.xlim(0, 5500)
plt.ylim(0, 1)
plt.xlabel('epoch')
plt.ylabel('accuracy (%)')
plt.figure(1)
plt.plot(test_acc, color = 'red')
plt.xlim(0, 5500)
plt.ylim(0, 1)
plt.show()
In [53]:
def plot_confusion_matrix(cls_pred):
# cls_pred is an array of the predicted class-number for
# all images in the test-set.
# Get the true classifications for the test-set.
cls_true = data.valid.cls
# Get the confusion matrix using sklearn.
cm = confusion_matrix(y_true=cls_true,
y_pred=cls_pred)
# Print the confusion matrix as text.
print(cm)
# Plot the confusion matrix as an image.
plt.matshow(cm)
# Make various adjustments to the plot.
plt.colorbar()
tick_marks = np.arange(num_classes)
plt.xticks(tick_marks, range(num_classes))
plt.yticks(tick_marks, range(num_classes))
plt.xlabel('Predicted')
plt.ylabel('True')
# Ensure the plot is shown correctly with multiple plots
# in a single Notebook cell.
plt.show()
def plot_example_errors(cls_pred, correct):
# cls_pred is an array of the predicted class-number for
# all images in the test-set.
# correct is a boolean array whether the predicted class
# is equal to the true class for each image in the test-set.
# Negate the boolean array.
incorrect = (correct == False)
# Get the images from the test-set that have been
# incorrectly classified.
images = data.valid.images[incorrect]
# Get the predicted classes for those images.
cls_pred = cls_pred[incorrect]
# Get the true classes for those images.
cls_true = data.valid.cls[incorrect]
# Plot the first 9 images.
plot_images(images=images[0:9],
cls_true=cls_true[0:9],
cls_pred=cls_pred[0:9])
In [59]:
def print_validation_accuracy(show_example_errors=False,
show_confusion_matrix=False):
# Allocate an array for the predicted classes which
# will be calculated in batches and filled into this array.
cls_pred = np.zeros(shape=num_test, dtype=np.int)
# Now calculate the predicted classes for the batches.
# We will just iterate through all the batches.
# There might be a more clever and Pythonic way of doing this.
# The starting index for the next batch is denoted i.
i = 0
while i < num_test:
# The ending index for the next batch is denoted j.
j = min(i + 50, num_test)
# Get the images from the test-set between index i and j.
images = data.valid.images[i:j, :].reshape(batch_size, img_size_flat)
# Get the associated labels.
labels = data.valid.labels[i:j, :]
# Create a feed-dict with these images and labels.
feed_dict = {x: images,
y_true: labels}
# Calculate the predicted class using TensorFlow.
cls_pred[i:j] = session.run(y_pred_cls, feed_dict=feed_dict)
# Set the start-index for the next batch to the
# end-index of the current batch.
i = j
cls_true = np.array(data.valid.cls)
cls_pred = np.array([classes[x] for x in cls_pred])
# Create a boolean array whether each image is correctly classified.
correct = (cls_true == cls_pred)
# Calculate the number of correctly classified images.
# When summing a boolean array, False means 0 and True means 1.
correct_sum = correct.sum()
# Classification accuracy is the number of correctly classified
# images divided by the total number of images in the test-set.
acc = float(correct_sum) / num_test
# Print the accuracy.
msg = "Accuracy on Test-Set: {0:.1%} ({1} / {2})"
print(msg.format(acc, correct_sum, num_test))
# Plot some examples of mis-classifications, if desired.
if show_example_errors:
print("Example errors:")
plot_example_errors(cls_pred=cls_pred, correct=correct)
# Plot the confusion matrix, if desired.
if show_confusion_matrix:
print("Confusion Matrix:")
plot_confusion_matrix(cls_pred=cls_pred)
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-59-6acad1e19d72> in <module>()
6 y_true: y_batch_test}
7
----> 8 cls_pred[i] = session.run(y_pred_cls, feed_dict=feed_dict_test)
/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.pyc in run(self, fetches, feed_dict, options, run_metadata)
765 try:
766 result = self._run(None, fetches, feed_dict, options_ptr,
--> 767 run_metadata_ptr)
768 if run_metadata:
769 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.pyc in _run(self, handle, fetches, feed_dict, options, run_metadata)
942 'Cannot feed value of shape %r for Tensor %r, '
943 'which has shape %r'
--> 944 % (np_val.shape, subfeed_t.name, str(subfeed_t.get_shape())))
945 if not self.graph.is_feedable(subfeed_t):
946 raise ValueError('Tensor %s may not be fed.' % subfeed_t)
ValueError: Cannot feed value of shape (2048,) for Tensor u'x:0', which has shape '(?, 2048)'
In [60]:
print tensor_values
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-60-6ebce9a61ff7> in <module>()
----> 1 print tensor_values
NameError: name 'tensor_values' is not defined
In [ ]:
Content source: GO-HACKATHON/QuantumSigmoid
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