ResNet网络可视化
目标：
学习神经网络在训练过程中，隐含层的特征变化机制
代码中的学习器为残差网络(residual network, res)
参考：
葛家驿,杨乃森,唐宏,徐朋磊,纪超.端到端的梯度提升网络分类过程可视化[J].信号处理,2022,38(02):355-366.DOI:10.16798/j.issn.1003-0530.2022.02.015.
研究准备
环境配置
[ ]:
'''
残差网络分类过程可视化
'''
import numpy as np
from sklearn.preprocessing import StandardScaler
import tensorflow as tf
from tensorflow import keras
from tensorflow.keras import backend as K
from tensorflow.keras import layers
from tensorflow.keras.callbacks import CSVLogger
from sklearn.preprocessing import MinMaxScaler
from matplotlib.colors import ListedColormap
from matplotlib import cm
import matplotlib as mpl
import matplotlib.pyplot as plt
import numpy as np
from sklearn.datasets import make_circles #同心圆数据
from sklearn.model_selection import train_test_split
import sys
sys.setrecursionlimit(500000)
import imageio
%pylab inline
设置模拟数据
[ ]:
n_samples = 1000 #样本点数
X, y = make_circles(n_samples=1000,factor=.4,noise=.06,random_state=0) #生成同心圆数据
test_size = 0.5
#划分训练集、测试集
X_train, X_test, Y_train, Y_test = train_test_split(X, y, test_size=test_size, random_state=2)
c,r = np.mgrid[[slice(X.min()- .2,X.max() + .2,50j)]*2]
p = np.c_[c.flat,r.flat]
ss = StandardScaler().fit(X_train)
X = ss.transform(X)
p = ss.transform(p)
X_train = ss.transform(X_train)
X_test = ss.transform(X_test)
配置绘图环境
[ ]:
#设置画布大小和颜色
fig = plt.figure(figsize = (9,3))
top = cm.get_cmap('Oranges_r', 512)
bottom = cm.get_cmap('Blues', 512)
newcolors = np.vstack((top(np.linspace(0.55, 1, 512)),
bottom(np.linspace(0, 0.75, 512))))
cm_bright = ListedColormap(newcolors, name='OrangeBlue')
#训练数据可视化
plt.subplot(121)
m1 = plt.scatter(*X_train.T,c = Y_train,cmap = cm_bright,edgecolors='white',s = 20,linewidths = 0.5)
plt.title(f'train data ({int(n_samples*(1-test_size))} points)')
plt.axis('equal')
#测试数据可视化
plt.subplot(122)
m2 = plt.scatter(*X_test.T,c = Y_test,cmap = cm_bright,edgecolors='white',s = 20,linewidths = 0.5);
plt.title(f'test data ({int(n_samples*test_size)} points)')
plt.axis('equal')
ax = fig.get_axes()
plt.colorbar(ax = ax)
#plt.savefig(f'data_{n_samples}_points.png')
#plt.savefig(f'data_{n_samples}_points.pdf')
plt.show()
#全部数据可视化
fig = plt.figure(figsize = (7,6))
plt.scatter(*X.T,c = y,cmap = cm_bright,edgecolors='white',s = 20,linewidths = 0.5)
plt.title(f'Raw data ({n_samples} points)')
plt.axis('equal')
#plt.savefig(f'Raw data ({n_samples} points)')
#plt.savefig(f'Raw data ({n_samples} points).pdf')
plt.axis('equal')
#plt.colorbar(ax = ax)
plt.show()
配置数据与损失函数
[ ]:
num_classes=2 #设置类别数
y_train=keras.utils.to_categorical(Y_train,num_classes) #类别标签转换为onehot编码
y_test=keras.utils.to_categorical(Y_test,num_classes)
#定义损失曲线绘制函数
def plot_loss_accuracy(history, title_text, file_name):
fig, ax1 = plt.subplots()
ax2 = ax1.twinx()
ax1.set_xlabel("Epoch")
ax1.set_ylabel("Accuracy")
ax2.set_ylabel("Loss")
#ax1.set_ylim(-0.01,1.01)
ax1.plot(history.epoch,
history.history['accuracy'],
label="Training Accuracy")
ax1.plot(history.epoch,
history.history['val_accuracy'],
linestyle='--',
label="Test Accuracy")
#ax2.set_ylim(-0.01,1.01)
ax2._get_lines.prop_cycler = ax1._get_lines.prop_cycler
ax2.plot(history.epoch,
history.history['loss'],
label="Training Loss")
ax2.plot(history.epoch,
history.history['val_loss'],
linestyle='--',
label="Test Loss")
ax1.legend()
ax2.legend()
plt.suptitle(title_text)
plt.savefig(file_name)
配置残差模型
[ ]:
#定义残差块
def ResMLP_Block(number_of_res_blocks,
number_dense_of_res_block,
number_neurons_of_dense,
inputs):
x = inputs
for i in range(number_of_res_blocks):
inputs = x
for j in range(number_dense_of_res_block):
x = layers.Dense(number_neurons_of_dense,
activation=tf.nn.relu,
name = f'{i}th-resBlock_{j}th-hidden')(x)
x = layers.Dense(2, name = f'{i}th-resBlock_linear')(x)
x = layers.Add(name = f'{i}th-resBlock_Add')([x,inputs])
return x
#构建残差网络
def ResMLP_Model(number_of_res_blocks,
number_dense_of_res_block,
number_neurons_of_dense,
num_of_classes=2):
inputs = keras.Input(shape=(2, ))
x = ResMLP_Block(number_of_res_blocks,
number_dense_of_res_block,
number_neurons_of_dense,
inputs)
outputs = layers.Dense(2,activation='softmax')(x)
res_model = keras.Model(inputs, outputs)
res_model.compile(loss=keras.losses.categorical_crossentropy,
optimizer=keras.optimizers.Adam(lr=3e-4),
metrics=['accuracy'])
#csv_logger = CSVLogger(f'training_res_model.log')
history = res_model.fit(X_train,
y_train,
batch_size=batch_size,
epochs=epochs,
verbose=2,
validation_data=(X_test, y_test))
return res_model,history
进行实验
设置训练参数
[ ]:
#设置参数
epochs=10000 #迭代次数
batch_size=32 #batchsize
number_of_res_blocks=1 #残差块个数
number_dense_of_res_block=4 #残差块的隐层数
number_neurons_of_dense=2 #隐层的神经元数
res_model,history=ResMLP_Model(number_of_res_blocks,
number_dense_of_res_block,
number_neurons_of_dense)
/usr/local/lib/python3.7/dist-packages/keras/optimizers/optimizer_v2/adam.py:110: UserWarning: The `lr` argument is deprecated, use `learning_rate` instead.
super(Adam, self).__init__(name, **kwargs)
流式输出内容被截断，只能显示最后 5000 行内容。
Epoch 7501/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4890e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7502/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4913e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7503/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4866e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7504/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4890e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7505/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4890e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7506/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4890e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7507/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4866e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7508/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4890e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7509/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4842e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 7510/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4866e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7511/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4866e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7512/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4818e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7513/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4842e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7514/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4866e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7515/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4842e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7516/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4842e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7517/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4818e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7518/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4818e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7519/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4794e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7520/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4842e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7521/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4818e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7522/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4794e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7523/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4842e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7524/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4866e-07 - val_accuracy: 1.0000 - 73ms/epoch - 5ms/step
Epoch 7525/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4770e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7526/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4794e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7527/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4794e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7528/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4794e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7529/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4818e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7530/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4747e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7531/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7532/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7533/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4723e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7534/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4747e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7535/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4770e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7536/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4723e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7537/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7538/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7539/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7540/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7541/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7542/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7543/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7544/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7545/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7546/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7547/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7548/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7549/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7550/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7551/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7552/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4723e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7553/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7554/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7555/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7556/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7557/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7558/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7559/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7560/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7561/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7562/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7563/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7564/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7565/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7566/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7567/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7568/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4699e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7569/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7570/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7571/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7572/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7573/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4556e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7574/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7575/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7576/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7577/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7578/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4532e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7579/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7580/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7581/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7582/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4556e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7583/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7584/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7585/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4651e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7586/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7587/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7588/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4675e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7589/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7590/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4556e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7591/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7592/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4556e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7593/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7594/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7595/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7596/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4556e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7597/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7598/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4484e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7599/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4532e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7600/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4556e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7601/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7602/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7603/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4627e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7604/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7605/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4580e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7606/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7607/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4556e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7608/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4604e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7609/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4532e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7610/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7611/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7612/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7613/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4484e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7614/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4413e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7615/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7616/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4484e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7617/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7618/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4484e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7619/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7620/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7621/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7622/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7623/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7624/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4437e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7625/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4484e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7626/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7627/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4437e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7628/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7629/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4484e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7630/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7631/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4437e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7632/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4413e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7633/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4508e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7634/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 73ms/epoch - 5ms/step
Epoch 7635/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4437e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7636/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7637/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7638/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4437e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7639/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4461e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7640/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4413e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7641/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4389e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7642/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4365e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7643/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4389e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7644/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4365e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7645/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4341e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7646/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4389e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7647/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4365e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7648/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4341e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7649/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4341e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7650/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4318e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7651/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4341e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7652/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4318e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7653/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4318e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7654/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7655/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4318e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7656/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7657/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4270e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7658/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4294e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7659/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4246e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7660/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7661/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7662/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7663/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4270e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7664/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7665/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 7666/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7667/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4246e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7668/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4246e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7669/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4246e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7670/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7671/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 96ms/epoch - 6ms/step
Epoch 7672/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 80ms/epoch - 5ms/step
Epoch 7673/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4174e-07 - val_accuracy: 1.0000 - 108ms/epoch - 7ms/step
Epoch 7674/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4294e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7675/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7676/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7677/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4246e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7678/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 108ms/epoch - 7ms/step
Epoch 7679/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4270e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7680/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4246e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7681/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 111ms/epoch - 7ms/step
Epoch 7682/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4222e-07 - val_accuracy: 1.0000 - 86ms/epoch - 5ms/step
Epoch 7683/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4246e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7684/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4127e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7685/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4198e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7686/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4151e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7687/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4151e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7688/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4127e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7689/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4151e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7690/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4127e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 7691/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4174e-07 - val_accuracy: 1.0000 - 90ms/epoch - 6ms/step
Epoch 7692/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4127e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 7693/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4151e-07 - val_accuracy: 1.0000 - 81ms/epoch - 5ms/step
Epoch 7694/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 78ms/epoch - 5ms/step
Epoch 7695/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4127e-07 - val_accuracy: 1.0000 - 75ms/epoch - 5ms/step
Epoch 7696/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7697/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 74ms/epoch - 5ms/step
Epoch 7698/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7699/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7700/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7701/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7702/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7703/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7704/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7705/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7706/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7707/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7708/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7709/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7710/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7711/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7712/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4103e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7713/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7714/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7715/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7716/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4103e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7717/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4103e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7718/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4103e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7719/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4103e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7720/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7721/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 7722/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7723/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7724/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7725/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7726/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7727/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7728/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7729/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7730/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7731/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7732/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7733/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7734/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7735/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7736/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7737/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7738/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4079e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7739/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7740/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7741/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7742/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7743/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7744/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7745/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7746/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7747/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7748/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7749/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7750/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4055e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7751/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7752/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4031e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7753/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7754/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7755/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7756/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7757/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7758/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7759/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7760/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7761/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7762/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7763/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7764/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7765/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7766/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7767/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7768/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7769/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7770/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7771/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7772/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7773/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7774/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7775/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7776/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7777/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.4008e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7778/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7779/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7780/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7781/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7782/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7783/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7784/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7785/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7786/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7787/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7788/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7789/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7790/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7791/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7792/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7793/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7794/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7795/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7796/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7797/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7798/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7799/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 77ms/epoch - 5ms/step
Epoch 7800/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7801/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7802/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7803/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7804/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7805/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7806/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7807/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3936e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7808/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3984e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7809/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3960e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7810/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7811/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7812/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3888e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7813/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7814/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7815/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3912e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7816/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3888e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7817/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7818/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3793e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7819/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7820/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7821/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7822/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7823/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7824/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7825/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7826/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7827/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7828/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7829/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3888e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7830/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7831/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7832/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7833/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7834/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3817e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7835/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7836/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7837/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7838/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3817e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7839/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3865e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7840/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3817e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7841/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3841e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7842/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3817e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7843/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3817e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7844/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3793e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7845/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3793e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7846/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 7847/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7848/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7849/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7850/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7851/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7852/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3793e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7853/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3698e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7854/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3793e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7855/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3793e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7856/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7857/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7858/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3817e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7859/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7860/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7861/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7862/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 77ms/epoch - 5ms/step
Epoch 7863/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7864/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7865/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7866/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3793e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7867/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7868/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7869/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7870/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7871/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7872/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7873/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3769e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7874/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7875/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7876/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7877/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7878/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3698e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7879/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3698e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7880/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7881/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7882/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3698e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7883/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7884/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7885/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7886/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3698e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7887/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3745e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7888/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7889/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7890/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3698e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7891/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7892/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7893/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3722e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7894/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7895/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7896/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7897/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7898/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7899/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7900/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7901/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3578e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7902/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7903/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3626e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7904/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7905/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7906/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3578e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7907/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7908/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3578e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7909/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7910/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 7911/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7912/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7913/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3626e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7914/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7915/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7916/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7917/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7918/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3626e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7919/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3626e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7920/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7921/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3626e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7922/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7923/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7924/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7925/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 7926/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7927/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3650e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7928/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3674e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7929/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7930/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3626e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7931/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3602e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7932/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3578e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 7933/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3555e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7934/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3507e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7935/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7936/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3555e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7937/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7938/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7939/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7940/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7941/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3555e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7942/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3507e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7943/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3578e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7944/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3555e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7945/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7946/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3507e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7947/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7948/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7949/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3507e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7950/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3459e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 7951/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7952/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3531e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7953/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3459e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7954/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3507e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7955/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3483e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 7956/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3459e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7957/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3459e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7958/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3483e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7959/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3483e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7960/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3483e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7961/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3435e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7962/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 7963/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7964/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7965/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3388e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7966/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3388e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7967/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3459e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7968/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7969/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3388e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7970/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3435e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7971/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3435e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7972/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3483e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7973/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3507e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7974/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3459e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7975/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3459e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 7976/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3435e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 7977/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3435e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7978/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 7979/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3388e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7980/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7981/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7982/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 7983/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3388e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7984/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3340e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7985/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 7986/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3340e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 7987/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3388e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 7988/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 7989/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3340e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 7990/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3316e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 7991/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3340e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7992/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7993/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 7994/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 7995/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 7996/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 7997/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3388e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 7998/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 7999/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8000/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3435e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8001/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3435e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8002/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3412e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8003/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8004/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3316e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8005/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3316e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8006/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3340e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8007/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3340e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8008/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3364e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8009/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3316e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8010/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3292e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8011/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3316e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8012/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3269e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8013/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3269e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8014/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3245e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8015/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3245e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8016/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8017/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8018/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8019/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8020/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8021/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8022/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8023/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8024/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8025/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8026/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8027/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8028/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8029/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8030/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8031/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8032/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8033/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8034/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3269e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8035/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3245e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8036/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3269e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8037/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3269e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8038/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8039/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3269e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8040/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8041/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3245e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8042/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8043/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3269e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8044/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8045/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8046/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8047/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8048/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8049/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8050/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8051/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8052/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8053/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3221e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8054/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8055/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8056/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8057/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8058/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8059/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8060/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8061/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8062/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8063/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 8064/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8065/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8066/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8067/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8068/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3245e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8069/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8070/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8071/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8072/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8073/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3197e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8074/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8075/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8076/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8077/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8078/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 8079/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8080/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 72ms/epoch - 5ms/step
Epoch 8081/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8082/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8083/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3102e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8084/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8085/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8086/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8087/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3102e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8088/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8089/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8090/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8091/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8092/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8093/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8094/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3030e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8095/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8096/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8097/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8098/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8099/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8100/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8101/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8102/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3030e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8103/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3030e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8104/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8105/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8106/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8107/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3030e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8108/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8109/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8110/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8111/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3102e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8112/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8113/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8114/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8115/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8116/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8117/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8118/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8119/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8120/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8121/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8122/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8123/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3173e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8124/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3149e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8125/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8126/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3102e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8127/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8128/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8129/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3126e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8130/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3030e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8131/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 8132/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8133/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3102e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8134/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8135/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8136/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8137/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3078e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8138/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8139/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8140/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8141/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8142/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3030e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8143/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8144/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3054e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8145/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8146/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8147/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8148/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8149/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8150/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.3006e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8151/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2959e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8152/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8153/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2911e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8154/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8155/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2887e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8156/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2935e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8157/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8158/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2935e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8159/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2935e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8160/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2935e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8161/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2959e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8162/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2959e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8163/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2982e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8164/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2911e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8165/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2911e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8166/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2911e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8167/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2911e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8168/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2863e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8169/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2887e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8170/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2839e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8171/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2911e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8172/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2863e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8173/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2863e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8174/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2911e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8175/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2839e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8176/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2816e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8177/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2816e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8178/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2863e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8179/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2839e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8180/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8181/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8182/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8183/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2744e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8184/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2792e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8185/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2792e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8186/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2744e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8187/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8188/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2720e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8189/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8190/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2744e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8191/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 8192/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8193/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2816e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8194/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8195/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2744e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8196/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2744e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8197/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2720e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8198/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2768e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8199/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8200/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2720e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8201/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2673e-07 - val_accuracy: 1.0000 - 81ms/epoch - 5ms/step
Epoch 8202/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2649e-07 - val_accuracy: 1.0000 - 86ms/epoch - 5ms/step
Epoch 8203/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 77ms/epoch - 5ms/step
Epoch 8204/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 84ms/epoch - 5ms/step
Epoch 8205/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 113ms/epoch - 7ms/step
Epoch 8206/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2744e-07 - val_accuracy: 1.0000 - 73ms/epoch - 5ms/step
Epoch 8207/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2720e-07 - val_accuracy: 1.0000 - 76ms/epoch - 5ms/step
Epoch 8208/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2720e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8209/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2720e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8210/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2673e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8211/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8212/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 8213/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2673e-07 - val_accuracy: 1.0000 - 107ms/epoch - 7ms/step
Epoch 8214/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 73ms/epoch - 5ms/step
Epoch 8215/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2673e-07 - val_accuracy: 1.0000 - 106ms/epoch - 7ms/step
Epoch 8216/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2673e-07 - val_accuracy: 1.0000 - 82ms/epoch - 5ms/step
Epoch 8217/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2649e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8218/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 76ms/epoch - 5ms/step
Epoch 8219/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2649e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8220/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 73ms/epoch - 5ms/step
Epoch 8221/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2625e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8222/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2696e-07 - val_accuracy: 1.0000 - 78ms/epoch - 5ms/step
Epoch 8223/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2625e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 8224/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2649e-07 - val_accuracy: 1.0000 - 77ms/epoch - 5ms/step
Epoch 8225/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2649e-07 - val_accuracy: 1.0000 - 74ms/epoch - 5ms/step
Epoch 8226/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2673e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8227/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2649e-07 - val_accuracy: 1.0000 - 105ms/epoch - 7ms/step
Epoch 8228/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2649e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8229/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8230/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2625e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8231/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2625e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8232/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2577e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8233/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8234/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8235/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8236/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8237/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2577e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8238/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2577e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8239/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8240/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8241/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8242/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2553e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8243/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8244/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2601e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8245/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2530e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8246/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2553e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8247/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2506e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8248/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2506e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8249/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2506e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8250/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2458e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8251/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2458e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8252/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2434e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8253/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2458e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8254/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2553e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8255/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2458e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8256/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2458e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8257/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2434e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8258/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2458e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8259/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2434e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8260/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2387e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8261/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2363e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8262/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2363e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8263/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8264/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2387e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8265/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8266/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8267/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8268/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8269/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8270/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8271/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2363e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8272/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8273/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8274/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8275/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 106ms/epoch - 7ms/step
Epoch 8276/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8277/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8278/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8279/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8280/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8281/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8282/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8283/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2387e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8284/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2363e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8285/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2363e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8286/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2387e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 8287/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8288/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8289/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8290/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8291/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8292/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2363e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8293/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8294/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8295/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8296/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8297/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8298/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8299/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8300/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2339e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8301/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8302/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8303/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8304/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8305/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2315e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8306/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8307/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8308/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8309/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8310/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8311/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8312/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2243e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8313/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2291e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8314/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8315/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2243e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8316/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8317/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2267e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8318/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2220e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8319/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2220e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8320/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2196e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8321/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2172e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8322/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2196e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8323/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2196e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8324/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2148e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8325/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2148e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8326/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2148e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8327/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2148e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8328/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2124e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8329/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2172e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8330/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2148e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8331/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2100e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8332/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2077e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8333/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8334/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8335/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2029e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8336/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2100e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8337/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2077e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8338/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2124e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8339/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2100e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8340/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2124e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8341/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2124e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8342/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2100e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8343/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2100e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8344/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8345/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2077e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8346/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2077e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8347/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2100e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8348/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2029e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8349/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8350/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2100e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8351/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8352/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2029e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8353/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2005e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8354/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8355/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8356/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8357/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2053e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8358/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2029e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8359/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2005e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8360/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8361/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1981e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8362/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1981e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8363/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8364/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8365/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8366/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2005e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8367/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.2005e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8368/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1981e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8369/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8370/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8371/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8372/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8373/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1981e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8374/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8375/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8376/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8377/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8378/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8379/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8380/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8381/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1886e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8382/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8383/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8384/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8385/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1957e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8386/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8387/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8388/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8389/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1886e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8390/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1886e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8391/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1838e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8392/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8393/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8394/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8395/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1886e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8396/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8397/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8398/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1934e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8399/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1910e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8400/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1838e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8401/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1862e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8402/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1862e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8403/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1838e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8404/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1862e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8405/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1886e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8406/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1814e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8407/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1814e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8408/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1838e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8409/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1791e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8410/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1791e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8411/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1814e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8412/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1791e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8413/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1767e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8414/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1743e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8415/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1767e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8416/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1791e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8417/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1791e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8418/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1767e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8419/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1791e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8420/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1743e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8421/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1743e-07 - val_accuracy: 1.0000 - 74ms/epoch - 5ms/step
Epoch 8422/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8423/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8424/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8425/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8426/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8427/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8428/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8429/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 108ms/epoch - 7ms/step
Epoch 8430/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8431/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8432/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1743e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8433/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8434/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8435/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8436/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8437/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8438/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8439/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8440/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 8441/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8442/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8443/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8444/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8445/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8446/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8447/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8448/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8449/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8450/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8451/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8452/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8453/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8454/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8455/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8456/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8457/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8458/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8459/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8460/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8461/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8462/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8463/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1719e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8464/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8465/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8466/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8467/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8468/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8469/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8470/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8471/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8472/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8473/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8474/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8475/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1695e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8476/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8477/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8478/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8479/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8480/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8481/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8482/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8483/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8484/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8485/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1671e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8486/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 8487/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1647e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8488/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8489/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8490/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8491/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8492/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8493/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8494/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8495/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8496/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8497/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8498/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8499/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8500/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8501/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8502/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8503/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8504/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8505/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8506/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8507/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8508/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8509/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8510/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8511/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8512/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8513/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8514/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8515/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8516/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8517/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8518/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8519/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8520/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8521/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8522/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8523/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8524/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8525/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8526/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8527/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8528/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8529/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8530/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8531/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8532/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1528e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8533/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8534/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8535/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8536/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1624e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8537/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8538/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 73ms/epoch - 5ms/step
Epoch 8539/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1552e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8540/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1528e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8541/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8542/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8543/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1600e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8544/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1576e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8545/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8546/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1481e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8547/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1457e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8548/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1481e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8549/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1457e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8550/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1528e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8551/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1528e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8552/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1528e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8553/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8554/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8555/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1481e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8556/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1481e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8557/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8558/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8559/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8560/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8561/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8562/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1528e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8563/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8564/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8565/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1504e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8566/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1457e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8567/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1409e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8568/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1457e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8569/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1481e-07 - val_accuracy: 1.0000 - 76ms/epoch - 5ms/step
Epoch 8570/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8571/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8572/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8573/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8574/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8575/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8576/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8577/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1457e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8578/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8579/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8580/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1409e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8581/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8582/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8583/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8584/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8585/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8586/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8587/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1290e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8588/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8589/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8590/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8591/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1433e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8592/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1409e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8593/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8594/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8595/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8596/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8597/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8598/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1409e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8599/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1409e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8600/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8601/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1385e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8602/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8603/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8604/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1290e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8605/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8606/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8607/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1290e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8608/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8609/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1290e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8610/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8611/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8612/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8613/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8614/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8615/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1409e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8616/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8617/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8618/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8619/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8620/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8621/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8622/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8623/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8624/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1361e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8625/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8626/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8627/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8628/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8629/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1338e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8630/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8631/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1290e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8632/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8633/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8634/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8635/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8636/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8637/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1314e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8638/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1290e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8639/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8640/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1290e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8641/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8642/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8643/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8644/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8645/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8646/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8647/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8648/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8649/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8650/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8651/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8652/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8653/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8654/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8655/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8656/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8657/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8658/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8659/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8660/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8661/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8662/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 75ms/epoch - 5ms/step
Epoch 8663/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8664/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8665/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8666/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8667/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8668/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8669/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8670/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8671/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8672/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8673/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8674/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8675/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8676/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8677/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 104ms/epoch - 7ms/step
Epoch 8678/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8679/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8680/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8681/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8682/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8683/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1266e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8684/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8685/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8686/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8687/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8688/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8689/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8690/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8691/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8692/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8693/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8694/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8695/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8696/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8697/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8698/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8699/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8700/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1242e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8701/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8702/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8703/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8704/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8705/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8706/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1099e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8707/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8708/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8709/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8710/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8711/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8712/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1099e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8713/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8714/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8715/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8716/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8717/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8718/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8719/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8720/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8721/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8722/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8723/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8724/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 75ms/epoch - 5ms/step
Epoch 8725/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8726/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8727/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8728/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8729/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8730/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8731/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8732/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8733/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8734/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8735/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8736/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1218e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8737/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8738/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8739/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8740/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1195e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8741/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8742/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1171e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8743/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8744/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1123e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8745/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1075e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8746/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1099e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8747/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1099e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8748/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1099e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8749/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1123e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8750/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1123e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8751/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1123e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8752/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1147e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8753/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1099e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8754/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1099e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8755/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1051e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8756/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1051e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8757/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1075e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8758/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1051e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8759/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1028e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8760/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1075e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8761/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1028e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8762/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1051e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8763/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1028e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8764/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1004e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8765/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1028e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8766/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1004e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8767/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1004e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8768/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1004e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8769/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0980e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8770/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8771/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0956e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8772/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0956e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8773/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.1004e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8774/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8775/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0956e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8776/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0956e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8777/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8778/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8779/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8780/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8781/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8782/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8783/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8784/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8785/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8786/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8787/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8788/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8789/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8790/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8791/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8792/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8793/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8794/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8795/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8796/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8797/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8798/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8799/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8800/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8801/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8802/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8803/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8804/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8805/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8806/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0956e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8807/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8808/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0932e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8809/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8810/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8811/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8812/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8813/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8814/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8815/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8816/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0837e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 8817/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8818/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8819/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8820/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8821/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8822/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0885e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8823/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8824/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0908e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8825/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0837e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8826/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0837e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8827/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8828/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0837e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8829/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0837e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8830/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0837e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8831/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0861e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8832/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0813e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8833/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0813e-07 - val_accuracy: 1.0000 - 72ms/epoch - 5ms/step
Epoch 8834/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0837e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8835/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0813e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8836/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0813e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8837/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8838/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8839/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8840/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8841/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0813e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8842/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8843/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0742e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8844/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8845/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0742e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8846/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0742e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8847/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8848/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0813e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8849/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8850/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8851/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8852/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8853/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8854/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8855/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8856/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0765e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8857/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0742e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8858/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8859/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8860/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0670e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8861/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8862/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8863/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0718e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8864/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0742e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8865/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0718e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8866/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0789e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8867/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0742e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8868/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8869/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8870/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8871/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8872/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0670e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8873/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0670e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8874/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0646e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8875/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0646e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8876/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0694e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8877/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0646e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8878/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0670e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8879/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0646e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8880/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0646e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8881/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0622e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8882/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0622e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 8883/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0622e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8884/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0622e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8885/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0575e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8886/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0622e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8887/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0646e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8888/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0622e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8889/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0551e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8890/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0575e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8891/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0599e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8892/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0551e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 8893/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0551e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8894/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0527e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8895/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0527e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8896/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0527e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8897/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8898/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8899/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0527e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8900/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8901/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8902/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8903/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8904/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8905/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8906/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0551e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8907/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0527e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8908/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8909/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0527e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8910/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8911/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8912/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8913/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8914/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0503e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8915/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0455e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8916/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8917/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0455e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 8918/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8919/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0455e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8920/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0432e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8921/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0479e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8922/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0432e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8923/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0432e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8924/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0408e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8925/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0408e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8926/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0408e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8927/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0432e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8928/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0384e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8929/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0384e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8930/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0384e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8931/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0384e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8932/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0408e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8933/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0384e-07 - val_accuracy: 1.0000 - 74ms/epoch - 5ms/step
Epoch 8934/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0360e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8935/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0360e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 8936/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0360e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8937/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0336e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8938/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8939/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8940/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8941/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8942/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8943/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8944/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8945/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0384e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8946/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0336e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8947/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0360e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8948/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0384e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8949/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0336e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8950/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8951/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8952/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8953/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8954/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8955/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0312e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8956/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0336e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8957/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8958/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8959/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8960/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8961/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8962/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8963/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 8964/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8965/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8966/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8967/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8968/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 8969/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8970/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8971/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8972/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8973/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8974/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 8975/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8976/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8977/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 8978/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 8979/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8980/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 8981/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8982/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8983/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 8984/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8985/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8986/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8987/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8988/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 8989/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 8990/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8991/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8992/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 8993/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 8994/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0289e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 8995/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 8996/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 8997/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 8998/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 8999/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9000/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9001/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9002/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9003/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9004/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9005/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9006/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9007/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9008/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9009/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9010/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9011/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9012/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9013/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0336e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9014/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0241e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9015/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0265e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9016/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9017/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9018/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9019/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9020/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9021/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9022/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9023/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9024/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9025/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9026/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9027/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9028/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9029/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9030/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0217e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9031/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9032/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9033/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9034/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0193e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9035/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9036/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9037/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0146e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9038/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9039/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9040/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0169e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9041/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0146e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9042/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0122e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9043/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0146e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9044/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9045/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0122e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9046/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0122e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9047/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9048/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9049/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9050/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9051/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0122e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9052/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9053/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9054/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0050e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9055/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9056/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0050e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9057/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9058/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9059/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0050e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9060/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0050e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9061/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9062/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9063/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9064/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9065/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9066/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9067/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0050e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9068/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9069/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0074e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9070/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0026e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9071/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9072/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0098e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9073/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0050e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9074/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0026e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9075/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0050e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9076/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0026e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9077/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0026e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9078/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0026e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9079/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0003e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9080/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0026e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9081/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0026e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9082/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0003e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9083/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0003e-07 - val_accuracy: 1.0000 - 73ms/epoch - 5ms/step
Epoch 9084/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9955e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9085/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9979e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9086/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0003e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9087/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 2.0003e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9088/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9979e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9089/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9979e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9090/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9955e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9091/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9979e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9092/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9955e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9093/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9094/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9095/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9096/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9097/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9098/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9979e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9099/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9100/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9955e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9101/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9955e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9102/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9103/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9104/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 74ms/epoch - 5ms/step
Epoch 9105/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9106/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9931e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9107/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9907e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9108/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9907e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9109/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9883e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9110/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9859e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9111/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9112/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9883e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9113/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9859e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9114/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9115/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9859e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9116/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9859e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9117/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9883e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9118/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9883e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9119/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9859e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9120/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9859e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9121/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9859e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9122/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9123/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9124/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9125/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9126/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9127/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9128/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9129/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9130/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9131/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9132/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9133/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9134/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9135/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9136/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9137/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9138/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9836e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 9139/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9140/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9141/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9142/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9143/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9144/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9145/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9146/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9788e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9147/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9148/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9149/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9150/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9151/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9152/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9788e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9153/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9812e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9154/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9155/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9788e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9156/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9157/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9158/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9159/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 9160/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9161/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9162/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9163/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9164/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9165/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9166/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9167/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9168/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9169/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9788e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9170/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9171/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9172/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9788e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9173/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9788e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9174/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9175/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9176/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9177/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9178/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9179/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9788e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9180/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9764e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9181/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9182/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9183/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9184/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9185/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9186/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9187/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9740e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9188/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9189/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9190/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9191/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9192/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9193/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9194/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9195/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9196/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9645e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9197/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9198/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9199/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9200/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9201/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9669e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9202/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9203/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9693e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9204/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9669e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9205/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9716e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9206/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9669e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9207/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9645e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9208/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9597e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9209/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9621e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9210/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9621e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9211/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9597e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9212/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9597e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9213/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9597e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9214/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9597e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9215/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9573e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9216/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9573e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9217/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9550e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9218/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9550e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9219/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9220/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9526e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9221/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9550e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9222/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9526e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9223/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9224/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9225/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9526e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9226/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9227/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9228/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9229/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9526e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9230/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 9231/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9232/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9526e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9233/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9478e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9234/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9478e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9235/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9478e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9236/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9478e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9237/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9478e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9238/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9502e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9239/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9478e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9240/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9454e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9241/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9407e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9242/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9454e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9243/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9244/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9245/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9246/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9478e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9247/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9454e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9248/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9249/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9250/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9251/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9407e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9252/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9253/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9254/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9255/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9256/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9257/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9407e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9258/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9259/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9430e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9260/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9383e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9261/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9407e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9262/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9383e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9263/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9383e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9264/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9265/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9266/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9383e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9267/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9268/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9269/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9270/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9271/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9272/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9273/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9274/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9275/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9276/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9277/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9278/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9279/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9280/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9281/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9282/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9283/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9284/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9285/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9286/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9287/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9288/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9289/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9290/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9291/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9292/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9293/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9294/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 9295/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9296/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9297/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9298/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9335e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9299/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9300/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9359e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9301/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9302/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9303/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9304/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9305/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9306/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9307/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9308/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9311e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9309/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9310/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9311/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9312/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9313/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9314/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9315/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9316/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9317/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9318/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9287e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9319/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9320/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9321/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9322/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9323/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9324/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9325/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9326/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9327/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9328/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9329/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9330/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9331/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9332/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9333/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9334/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9335/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9336/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9263e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9337/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9338/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9339/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 9340/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9240e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9341/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9342/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9343/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9344/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9345/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9346/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9347/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9348/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9349/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9350/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9351/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9352/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9353/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9354/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9355/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9216e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9356/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9357/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9358/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9359/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9360/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9361/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9097e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9362/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9097e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 9363/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9364/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9365/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9366/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9367/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9368/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9192e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9369/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9370/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9371/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9372/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9373/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9374/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9375/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9376/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9377/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 9378/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 9379/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9097e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9380/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9381/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9382/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9383/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9384/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9168e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9385/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9386/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9387/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9097e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9388/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9389/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9390/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9144e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9391/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9392/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9120e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9393/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9073e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9394/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9395/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9396/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9073e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9397/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9398/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9399/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9073e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9400/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9097e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9401/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9402/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9403/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9404/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9405/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9406/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9407/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9408/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9409/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9410/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9049e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 9411/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9001e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9412/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9413/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9414/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8977e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9415/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9001e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9416/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9001e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9417/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.9025e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9418/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8977e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9419/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8954e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9420/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8954e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9421/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8906e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9422/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8906e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9423/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9424/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9425/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8954e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9426/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8954e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9427/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8954e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9428/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8954e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9429/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9430/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9431/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9432/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8906e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9433/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9434/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9435/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9436/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9437/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8930e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9438/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8906e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9439/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9440/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9441/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9442/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9443/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9444/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9445/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8906e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9446/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9447/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9448/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8906e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9449/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9450/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9451/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9452/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8882e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9453/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9454/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9455/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8906e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9456/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9457/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 72ms/epoch - 4ms/step
Epoch 9458/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9459/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8834e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9460/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9461/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8834e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9462/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9463/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9464/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9465/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9466/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9467/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8834e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9468/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9469/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9470/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9471/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9472/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9473/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8858e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9474/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9475/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9476/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8834e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9477/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9478/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9479/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9480/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9481/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9482/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9483/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9484/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9485/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9486/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8811e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9487/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8763e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9488/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 105ms/epoch - 7ms/step
Epoch 9489/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8763e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9490/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9491/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9492/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9493/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8763e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9494/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8763e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9495/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8763e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9496/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8787e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9497/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8763e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9498/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8739e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9499/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8715e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9500/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8715e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9501/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8739e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9502/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8715e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9503/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8715e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9504/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8691e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9505/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8691e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9506/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8667e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9507/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8715e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9508/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8691e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9509/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8644e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9510/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9511/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8667e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9512/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8644e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9513/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8644e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9514/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8644e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9515/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8644e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9516/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9517/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8644e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9518/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9519/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 9520/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8644e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9521/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9522/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9523/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9524/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9525/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9526/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9527/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9528/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9529/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9530/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9531/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9532/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9533/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9534/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9535/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9536/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9537/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9538/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9539/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9540/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9541/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9542/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9543/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9544/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 9545/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9546/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9547/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9548/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9549/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9550/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9551/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9552/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9553/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9554/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9555/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9556/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9557/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9558/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9559/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9560/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9561/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9562/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9563/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9564/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9565/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9566/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 78ms/epoch - 5ms/step
Epoch 9567/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9568/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9569/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9570/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9571/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9572/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9573/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9574/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9575/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9576/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9577/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9578/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9579/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9580/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9581/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9582/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9583/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9584/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9585/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9586/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9587/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9588/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9589/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9590/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9591/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9592/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9593/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9594/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9595/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9596/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9597/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9598/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9599/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9600/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9601/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9602/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9603/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9604/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9605/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9606/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9607/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9608/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8620e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9609/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9610/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8596e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9611/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8572e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9612/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8524e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9613/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8501e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9614/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8524e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9615/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8548e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9616/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8501e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9617/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8524e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9618/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8524e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9619/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9620/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9621/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9622/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8524e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9623/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9624/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8501e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9625/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9626/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8453e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 9627/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9628/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9629/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8477e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9630/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8453e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9631/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8453e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9632/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8453e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9633/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8429e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9634/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8429e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9635/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8429e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9636/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8429e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9637/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8453e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9638/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8429e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9639/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8429e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9640/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8405e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9641/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8453e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9642/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8405e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9643/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 9644/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9645/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9646/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9647/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8405e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9648/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9649/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9650/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9651/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9652/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9653/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9654/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9655/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9656/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9657/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8405e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9658/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9659/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9660/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9661/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9662/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9663/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9664/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9665/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9666/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9667/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9668/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9669/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9670/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9671/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9672/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9673/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9674/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8381e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9675/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9676/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9677/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9678/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9679/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9680/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9681/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9682/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9683/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9684/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9685/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9686/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9687/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9688/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9689/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9690/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9691/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9692/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9693/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9694/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9695/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9696/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9697/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9698/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9699/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9700/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9701/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9702/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9703/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9704/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 9705/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9706/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9707/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 76ms/epoch - 5ms/step
Epoch 9708/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9709/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9710/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9711/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9712/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9713/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9714/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9715/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9716/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9717/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9718/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9719/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9720/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9721/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9722/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9723/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9724/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9725/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9726/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9727/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9728/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9729/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9730/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9731/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9732/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9733/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9734/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9735/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9736/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9737/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8358e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9738/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9739/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9740/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9741/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9742/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9743/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9744/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9745/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9746/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9747/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9748/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9749/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9750/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9751/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9752/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9753/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 71ms/epoch - 4ms/step
Epoch 9754/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9755/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9756/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9757/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9758/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9759/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8334e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9760/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9761/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9762/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9763/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8310e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9764/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8286e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9765/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8262e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9766/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9767/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9768/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9769/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9770/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9771/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9772/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9773/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9774/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9775/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9776/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9777/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9778/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9779/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9780/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9781/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9782/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8167e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9783/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9784/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9785/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9786/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9787/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9788/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9789/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9790/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9791/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9792/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9793/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9794/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9795/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9796/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9797/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 9798/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9799/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9800/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 52ms/epoch - 3ms/step
Epoch 9801/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9802/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9803/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9804/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9805/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9806/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9807/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9808/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9809/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8238e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9810/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9811/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9812/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9813/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9814/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9815/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9816/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9817/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9818/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9819/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9820/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9821/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9822/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9823/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9824/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8215e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9825/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8167e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9826/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9827/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8167e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9828/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8167e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9829/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8167e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9830/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8191e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9831/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8143e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9832/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8167e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9833/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8167e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9834/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9835/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8143e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9836/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9837/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9838/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8095e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9839/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9840/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8143e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9841/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8143e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9842/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9843/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9844/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9845/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9846/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 75ms/epoch - 5ms/step
Epoch 9847/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8071e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9848/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8119e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9849/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8071e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9850/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9851/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8071e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9852/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9853/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9854/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9855/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9856/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9857/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9858/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8024e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9859/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9860/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9861/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7976e-07 - val_accuracy: 1.0000 - 103ms/epoch - 6ms/step
Epoch 9862/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9863/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7976e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9864/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9865/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9866/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9867/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8024e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9868/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8048e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9869/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9870/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8024e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9871/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9872/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8024e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9873/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9874/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7976e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9875/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7976e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9876/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9877/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7976e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9878/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7976e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9879/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.8000e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9880/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7976e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9881/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7952e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9882/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7952e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9883/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9884/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9885/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9886/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7952e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9887/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9888/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7952e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9889/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9890/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7881e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9891/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9892/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9893/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9894/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9895/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9896/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7881e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9897/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9898/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9899/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7881e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9900/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9901/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9902/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9903/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9904/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7952e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9905/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9906/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7952e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9907/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9908/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7928e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9909/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9910/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7905e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9911/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7881e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9912/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7881e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9913/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7857e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9914/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7857e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9915/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7881e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9916/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 70ms/epoch - 4ms/step
Epoch 9917/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9918/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9919/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9920/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7857e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9921/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9922/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9923/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9924/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9925/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7857e-07 - val_accuracy: 1.0000 - 51ms/epoch - 3ms/step
Epoch 9926/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9927/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9928/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9929/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9930/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7881e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9931/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9932/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7857e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9933/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7833e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9934/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7809e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9935/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7785e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9936/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9937/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9938/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7809e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9939/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7785e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9940/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9941/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9942/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9943/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7785e-07 - val_accuracy: 1.0000 - 56ms/epoch - 3ms/step
Epoch 9944/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9945/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7738e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9946/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 68ms/epoch - 4ms/step
Epoch 9947/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9948/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7738e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9949/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7738e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9950/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9951/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9952/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9953/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9954/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9955/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9956/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7738e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9957/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7762e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9958/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7714e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9959/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7714e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9960/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7714e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9961/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9962/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9963/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9964/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9965/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9966/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7714e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9967/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9968/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9969/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9970/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9971/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9972/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9973/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9974/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9975/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9976/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 69ms/epoch - 4ms/step
Epoch 9977/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 54ms/epoch - 3ms/step
Epoch 9978/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9979/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9980/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9981/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 9982/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9983/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 60ms/epoch - 4ms/step
Epoch 9984/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
Epoch 9985/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 63ms/epoch - 4ms/step
Epoch 9986/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 55ms/epoch - 3ms/step
Epoch 9987/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7690e-07 - val_accuracy: 1.0000 - 67ms/epoch - 4ms/step
Epoch 9988/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9989/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 59ms/epoch - 4ms/step
Epoch 9990/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 62ms/epoch - 4ms/step
Epoch 9991/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9992/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9993/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 58ms/epoch - 4ms/step
Epoch 9994/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 66ms/epoch - 4ms/step
Epoch 9995/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7666e-07 - val_accuracy: 1.0000 - 61ms/epoch - 4ms/step
Epoch 9996/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7642e-07 - val_accuracy: 1.0000 - 56ms/epoch - 4ms/step
Epoch 9997/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7619e-07 - val_accuracy: 1.0000 - 65ms/epoch - 4ms/step
Epoch 9998/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7619e-07 - val_accuracy: 1.0000 - 57ms/epoch - 4ms/step
Epoch 9999/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7619e-07 - val_accuracy: 1.0000 - 64ms/epoch - 4ms/step
Epoch 10000/10000
16/16 - 0s - loss: 0.0000e+00 - accuracy: 1.0000 - val_loss: 1.7619e-07 - val_accuracy: 1.0000 - 53ms/epoch - 3ms/step
可视化结果
绘制训练曲线
[ ]:
#绘制训练曲线
plot_loss_accuracy(history,
f'Training curve',
f'Training curve')
输出模型结构信息
[ ]:
#打印模型结构和参数信息
res_model.summary()
Model: "model"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 2)] 0 []
0th-resBlock_0th-hidden (Dense (None, 2) 6 ['input_1[0][0]']
)
0th-resBlock_linear (Dense) (None, 2) 6 ['0th-resBlock_0th-hidden[0][0]']
0th-resBlock_Add (Add) (None, 2) 0 ['0th-resBlock_linear[0][0]',
'input_1[0][0]']
1th-resBlock_0th-hidden (Dense (None, 2) 6 ['0th-resBlock_Add[0][0]']
)
1th-resBlock_linear (Dense) (None, 2) 6 ['1th-resBlock_0th-hidden[0][0]']
1th-resBlock_Add (Add) (None, 2) 0 ['1th-resBlock_linear[0][0]',
'0th-resBlock_Add[0][0]']
2th-resBlock_0th-hidden (Dense (None, 2) 6 ['1th-resBlock_Add[0][0]']
)
2th-resBlock_linear (Dense) (None, 2) 6 ['2th-resBlock_0th-hidden[0][0]']
2th-resBlock_Add (Add) (None, 2) 0 ['2th-resBlock_linear[0][0]',
'1th-resBlock_Add[0][0]']
3th-resBlock_0th-hidden (Dense (None, 2) 6 ['2th-resBlock_Add[0][0]']
)
3th-resBlock_linear (Dense) (None, 2) 6 ['3th-resBlock_0th-hidden[0][0]']
3th-resBlock_Add (Add) (None, 2) 0 ['3th-resBlock_linear[0][0]',
'2th-resBlock_Add[0][0]']
4th-resBlock_0th-hidden (Dense (None, 2) 6 ['3th-resBlock_Add[0][0]']
)
4th-resBlock_linear (Dense) (None, 2) 6 ['4th-resBlock_0th-hidden[0][0]']
4th-resBlock_Add (Add) (None, 2) 0 ['4th-resBlock_linear[0][0]',
'3th-resBlock_Add[0][0]']
dense (Dense) (None, 2) 6 ['4th-resBlock_Add[0][0]']
==================================================================================================
Total params: 66
Trainable params: 66
Non-trainable params: 0
__________________________________________________________________________________________________
对原始特征空间剖分的可视化
[ ]:
#对原始特征空间剖分的可视化
fig = plt.figure(figsize = (8,6))
prob = res_model.predict(p)[:,1]
plt.scatter(*p.T,c = prob,cmap = cm_bright)
plt.scatter(*X.T,c = y,cmap = cm_bright,edgecolors='white',s = 30,linewidths = 0.5)
plt.colorbar()
plt.title(f'Outputs of ResNet')
plt.savefig(f'空间剖分结果.png')
plt.savefig(f'空间剖分结果.pdf')
79/79 [==============================] - 0s 1ms/step
更换背景显示原始样本
[ ]:
#更换背景显示原始样本
mpl.style.use('ggplot')
fig = plt.figure(figsize = (8,6))
top = cm.get_cmap('Oranges_r', 512)
bottom = cm.get_cmap('Blues', 512)
newcolors = np.vstack((top(np.linspace(0.55, 1, 512)), bottom(np.linspace(0, 0.75, 512))))
cm_bright = ListedColormap(newcolors, name='OrangeBlue')
plt.scatter(*X.T, c=y, cmap=cm_bright, edgecolors='white', s = 30, linewidths = .5)
ax = fig.get_axes()
plt.axis('equal')
plt.colorbar(ax = ax)
plt.title(f'Raw data ({n_samples} points)')
plt.savefig(f'Raw data ({n_samples} points).png')
plt.show()
特征变换过程可视化
[ ]:
#对样本点特征变换的可视化
add_layers=[]
for item in res_model.layers:
if isinstance(item,tf.keras.layers.Add):
add_layers.append(item)
inp = res_model.input
outputs = [layer.output for layer in add_layers]
functors = [K.function([inp], [out]) for out in outputs]
layer_outs = [func([X]) for func in functors]
#可视化经过每一个残差块特征变换后样本点的状态
for idx in range(len(layer_outs)):
fig = plt.figure(figsize = (8,6))
plt.scatter(layer_outs[idx][0][:,0],layer_outs[idx][0][:,1],
c = y,cmap = cm_bright,edgecolors='white',s = 30,linewidths = 0.1)
plt.axis('equal')
plt.title(f'Activation of residual block {idx+1}')
plt.colorbar()
plt.savefig(f'Activation of residual block {idx+1}.png')
plt.savefig(f'Activation of residual block {idx+1}.pdf')
plt.show()
#生成动图
def create_gif(image_list, gif_name, duration=1):
frames = []
for image_name in image_list:
frames.append(imageio.imread(image_name))
imageio.mimsave(gif_name, frames, 'GIF', duration=duration)
return
def main():
image_list = [f'Raw data ({n_samples} points).png']
for i in range(len(layer_outs)):
image_list.append(f'Activation of residual block {i+1}.png')
gif_name = '特征变换动图.gif'
duration = 0.8
create_gif(image_list, gif_name, duration)
main()
