The so-called "Convolutional Neural Networks" are like cascaded filter banks, but with a nonlinear function at the output of each filter and a constant offset, see for instance:
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Its coefficients are called "weights".
The so-called “(Artificial) Neural Networks” simply use a weighted sum instead of the convolution, see:
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and "An Introduction to Neural Computing", I. Aleksander, H. Morton, Chapman and Hall, 1990.
A nice application example for image understanding can be seen in:
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Both types use several "layers" of cascading. If there are more than 3 layers, they are called "Deep Neural Networks", with "Deep Learning". These are current active research areas, for instance for speech recognition and image recognition. A popular example is the MNIST handwritten digit recognition, described for instance here:
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This example, as most Neural Network implementation, uses Python and its Library "Keras". Another is "Pytorch".
The non-linear function $f(x)$ , also called "activation function" is often the so-called sigmoid function, see also:
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which is defined as:
$$\large f(x) := \dfrac{1}{1+e^{-x}}$$We can plot it with python:
%matplotlib inline
import numpy as np
import matplotlib.pyplot as plt
x=np.arange(-6,6,0.1)
y=1/(1+np.exp(-x))
plt.figure(figsize=(10,8))
plt.plot(x,y)
plt.title("The Sigmoid Function")
plt.grid()
We see that it behaves like a "soft-limiter" function.
Its derivative is:
$$\large f'(x)=\dfrac{d}{dx}f(x)=\dfrac{e^x}{\left(1+e^x \right)^2}$$Often used alternative activation functions are "tanh", "relu" (Rectified Linear Unit, which returns x if x > 0, alpha*x if x < 0
and more:
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The following diagram shows a 3-layer artificial neural network,
Where
$$\large f(x) := \dfrac{1}{1+e^{-x}}$$The values with index 0 are often assumed to be "biases", fixed values. In general we have several outputs in our neural network, output k is the non-linear function of a sum $S_{o,k}$, $O_k=f(S_{o,k})$.
The sum is the weighted sum from the hidden layer outputs $h_j$. We choose $x_0=h_0=1$, such that we also obtain a constant offset as part of the sum:
$$\large S_{o,k} = \sum_j w_{o,j,k} h_j $$The output of the hidden layer $h_j$ is again a nonlinear function f of a sum $h_j=f \left(s_{h,j}\right)$.
The hidden layer sum is a weighted sum of input values $x_i$:
$$\large S_{h,j} = \sum_i w_{h,i,j} x_i $$The output of our neural network depends on the weights w and the inputs x (we assume a fixed sigmoid function). We assemble the inputs in the vector x which contains all the inputs, $x=[x_0, x_1,\dots]$ and vector w which contains all the weights (from the hidden and the output layer), $w=[w_{h,0,0}, w_{h,0,1}, \dots , w_{O,0,0}, W_{O,0,1}, \dots ]$
To express this dependency, we can rewrite the output k as $O_k(\mathbf{x,w})$.
Now we would like to "train" the network, meaning we would like to determine the weights such that if we present the neural network with a training pattern in x, the output produces a desired value. For instance, if we present an image with an object in it, the output indicates that the object was there with a desired output value. Hence we have training inputs, and desired outputs $d_k$ (also called the "target"). We now use optimization to update the weights w to obtain outputs $o_k$ as close as possible to the desired outputs $d_k$ with a given input x.
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We use Gradient Descent for this optimization.
We start with an error function delta:
$$\large \delta_k(x,w)=O_k(x,w)-d_k$$An always positive Error function is its square:
$$\large Err_k(x,w)=\dfrac{1}{2}\cdot(\delta_k(x,w))^2 $$This is also called "Loss Function", and this particular choice, the mean_squared_error.
To this error or function we can now apply Gradient Descent, also called Stochastic Gradient Descend ('sgd') in our case of Neural Network training:
$$\large x_{new} = x_{old} - \alpha \cdot \nabla f(x_{old})$$in our case this becomes:
$$\large \begin{equation}\tag{2} w_{new}=w_{old}- \alpha \cdot \nabla Err_k(x,w_{old}) \end{equation}$$For the gradient $\nabla$ we need to compute the derivative to each weight $w_i$ of the weight vector w. In our case we apply the chain rule (outer derivative times inner derivative),
$$\large \tag{3} \dfrac{d}{dw_i}Err_k(x,w)=\dfrac{d}{dw_i}\dfrac{1}{2}\cdot\delta_k^2(x,w) = \\ \large = \delta_k(x,w) \cdot \underbrace{\dfrac{d}{dw_i}\delta_k(x,w)}_\textrm{inner derivative} = \\ \large \begin{equation} = \delta_k(x,w)\cdot \underbrace{\dfrac{d}{dw_i} O_k(x,w)}_\textrm{inner derivative} \end{equation}$$We compute this inner derivative first for the output weights, again with the chain rule: $$\large \dfrac{d}{dw_{o,j,k}} O_k(x,w) = \\ \large \dfrac{d}{dw_{o,j,k}} f(S_{o,k}) = f'(S_{o,k}) \cdot \dfrac{d}{dw_{o,j,k}}S_{o,k} \\ \large = f'(S_{o,k})\dfrac{d}{dw_{o,j,k}}\sum_{j'}w_{o,j',k}h_j $$
finally we get: $$\large \begin{equation} \tag{4} \dfrac{d}{dw_{o,j,k}} O_k(\mathbf{x,w})=f'(S_{o,k}) \cdot h_j \end{equation} $$
We now plug this result (4) into eq. (3) and eq. (2), and obtain the update rule for the Gradient Descent for the output weights:
$$\large w_{o,j,new} = w_{o,j,old}-\alpha \cdot \delta_k(\mathbf{x,w})f'(S_{o,k}) \cdot h_j $$which says: update = alpha times output delta times output derivative times its input $h_j$ from the hidden nodes. Observe the only local processing for the update, which makes it suitable for massively parallel processing, e.g. in a Graphics Processing Unit!
For the hidden weights the inner derivative of eq. (3) becomes a little more complicated:
$$\large \dfrac{d}{dw_{h,i,j}} O_k(\mathbf{x,w}) = \\ \large \dfrac{d}{dw_{h,i,j}}f(S_{o,k}=f'(S_{o,k})\cdot \dfrac{d}{dw_{h,i,j}}S_{o,k} \\ \large = f'(S_{o,k}) \dfrac{d}{dw_{h,i,j}} \sum_j w_{o,j,k}h_j \\ \\ \large = f'(S_{o,k}) \cdot w_{o,j,k} \dfrac{d}{dw_{h,i,j}} h_j \\ \large f'(S_{o,k}) \cdot w_{o,j,k} \dfrac{d}{dw_{h,i,j}} f(S_{h,j}) $$apply the chain rule:
$$\large = f'(S_{o,k}) \cdot w_{o,j,k} \cdot f'(S_{h,j}) \dfrac{d}{dw_{h,i,j}} S_{h,j}) \\ \large = f'(S_{o,k}) \cdot w_{o,j,k} \cdot f'(S_{h,j}) \dfrac{d}{dw_{h,i,j}} \sum_i w_{h,i,j}x_i $$finally we get:
$$\large \begin{equation} \tag{5} \dfrac{d}{dw_{h,i,j}} O_k(\mathbf{x,w}) = f'(S_{o,k}) \cdot w_{o,j,k} \cdot f'(S_{h,j}) \cdot c_i \end{equation} $$We now plug this result for the hidden weights (5) again into eq. (3) and eq. (2), and obtain the update rule for the Gradient Descent for the hidden weights:
$$\large \begin{equation} \tag{6} w_{h,i,j,new} = w_{h,i,j,old}-\alpha \cdot \delta_{h,k} (\mathbf{x,w}) \cdot f'(S_{h,j}) \cdot x_i \end{equation} $$which says: update = alpha times back propagated delta times derivative of hidden function times its input $x_i$.
This algorithm is also called Back-Propagation. We need to do this update for each output node k.
This is in principle the same rule as for the output nodes, just with its corresponding input and output.
This means: Back-Propagation is just a consequence of applying the Gradient Descent algorithm to Neural Networks. A popular alternative to or refinement of Gradient Descent in Neural Networks is the algorithm "Adam", see also:
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Hence for all nodes we obtain a "local" processing. We just look at one node, call its input $x_i$ , its output o , its weights $w_i$, and its desired output d. Then we obtain its output with:
$$\large s=\sum_i w_i x_i$$$$o=f(s)$$If it is an output node the difference delta to the desired d is:
$$\large \delta = o -d $$if it is a hidden node we use the "back propagated" $\mathbf{\delta}$ from an output difference $\delta_o$, weight to the output node $w_o$ , and sum for the output node $s_o$ :
$$\large \delta = \delta_0 \cdot f'(S_o) \cdot w_o $$Then we get the local weight update as:
$$\large w_{i,new} = w_{i,old} - \alpha \cdot \delta \cdot f'(s) \cdot x_i $$This is depicted in the following diagram:
Weight update during training with output difference $\delta$:
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#from: https://machinelearningmastery.com/handwritten-digit-recognition-using-convolutional-neural-networks-python-keras/
# mnistexample.py
import warnings
warnings.filterwarnings('ignore')
import numpy
from keras.datasets import mnist
from keras.models import Sequential
from keras.layers import Dense
from keras.layers import Dropout
from keras.utils import np_utils
Using TensorFlow backend.
# Plot ad hoc mnist instances
import matplotlib.pyplot as plt
# load (downloaded if needed) the MNIST dataset
(X_train, y_train), (X_test, y_test) = mnist.load_data()
# plot 4 images as gray scale
plt.subplot(221)
plt.title("Some Images of the Trainigs Set")
plt.imshow(X_train[0], cmap=plt.get_cmap('gray'))
plt.subplot(222)
plt.imshow(X_train[1], cmap=plt.get_cmap('gray'))
plt.subplot(223)
plt.imshow(X_train[2], cmap=plt.get_cmap('gray'))
plt.subplot(224)
plt.imshow(X_train[3], cmap=plt.get_cmap('gray'))
# show the plot
plt.show()
# fix random seed for reproducibility
seed = 7
numpy.random.seed(seed)
X_testunflat=X_test.copy() #keep original for imshow later
# flatten 28*28 images to a 784 vector for each image
num_pixels = X_train.shape[1] * X_train.shape[2]
X_train = X_train.reshape(X_train.shape[0], num_pixels).astype('float32')
X_test = X_test.reshape(X_test.shape[0], num_pixels).astype('float32')
# normalize inputs from 0-255 to 0-1
X_train = X_train / 255
X_test = X_test / 255
# one hot encode outputs
y_train = np_utils.to_categorical(y_train)
y_test = np_utils.to_categorical(y_test)
num_classes = y_test.shape[1]
# define baseline model
def baseline_model():
# create model
model = Sequential()
model.add(Dense(num_pixels, input_dim=num_pixels, kernel_initializer='normal', activation='relu'))
model.add(Dense(num_classes, kernel_initializer='normal', activation='softmax'))
# Compile model
model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy'])
return model
# build the model
model = baseline_model()
# Fit the model
model.fit(X_train, y_train, validation_data=(X_test, y_test), epochs=2, batch_size=200, verbose=2)
# Final evaluation of the model
scores = model.evaluate(X_test, y_test, verbose=0)
print("Baseline Error: %.2f%%" % (100-scores[1]*100))
WARNING:tensorflow:From D:\Anaconda3\envs\Tutorials_TUI\lib\site-packages\tensorflow\python\ops\resource_variable_ops.py:435: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version. Instructions for updating: Colocations handled automatically by placer. WARNING:tensorflow:From D:\Anaconda3\envs\Tutorials_TUI\lib\site-packages\tensorflow\python\ops\math_ops.py:3066: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.cast instead. Train on 60000 samples, validate on 10000 samples Epoch 1/2 - 6s - loss: 0.2782 - accuracy: 0.9211 - val_loss: 0.1414 - val_accuracy: 0.9578 Epoch 2/2 - 5s - loss: 0.1116 - accuracy: 0.9675 - val_loss: 0.0924 - val_accuracy: 0.9705 Baseline Error: 2.95%
plt.imshow(X_testunflat[1], cmap=plt.get_cmap('gray'))
plt.title("A Digit Image to Regognize as a Test (predicted digit in the shell)")
sample=X_test[1,:]
print("sample.shape=", sample.shape)
prediction=model.predict_classes(numpy.expand_dims(sample,0))
print("prediction=", prediction)
plt.show()
sample.shape= (784,) prediction= [2]
In Convolutional Neural Networks, each layer basically consist of filter banks, were fixed bias terms are added to each output, and the result is passed through a non-linearity. The filters are called "Receptive Fields", in analogy to the processing e.g. in the retina of the eye.
The filter coefficients and bias terms are then optimized according to a target function and a loss function, which computes the "distance" to the target function.
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Most of Neural Network development is done in Python. It has powerful libraries for it, for instance "Keras" and "Theano" or "Tensorflow". Python Keras and Theano are libraries to compute and train neural networks. See also:
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In our example, we want to detect a signal in a sequence, here a “ramp” function np.arange(5), using a convolutional neural network.
In a Keras example, we first define input (data) and desired output (target).
For the input, we prepend and append a few zeros to the ramp function, such that the neural network has to find the position of the ramp:
X = np.hstack((np.zeros((1,9)),np.expand_dims(np.arange(5),axis=0), np.zeros((1,9))))
We need to expand dimensions because Keras expects X with shape (batch, length, channels), with:
"batch": training examples (here only 1 batch)
"length": length of our signals (here 23)
"channels": Channels of our data, for instance for stereo, here 1 channel.
The target signal has the same sizes on this case, because the “causal” network returns the same number of samples at the output as the input. We set it up as containing all zeros, except for a 1 at the time of detecting the pattern:
Y = np.zeros((1,23)) Y[0,16]=1 #Detecting the signal at its end
Expanding dimensions:
Y=Y.transpose() Y=np.expand_dims(Y, axis=0)
Then we set up a neural network model starting with:
model = Sequential()
A convolutional layer is added with:
model.add(Conv1D(filters=1, kernel_size=(8), strides=1, padding='causal', activation="linear", use_bias=False, kernel_initializer='glorot_uniform', input_shape=(23,1)) )
A filter here is used to detect a pattern, similar to a matched filter in our lecture "Advanced Digital Signal Processing", Slides 13 (see our Website). The "kernel_size" is the size of our filters impulse response, here it can detect patterns of length 8 samples.
"strides=1" means there is no downsampling,
"padding='causal'" means there is zero-padding of kernel_size-1 zeros before the beginning of our signal,
"activation='linear'" means there is no nonlinearity after the summation,
"use_bias=False" means the bias is zero,
"kernel_initializer" is the (random) initialization of the weights at the beginning of training,
"input_shape" is the size of the signal at the layers input.
Then we need to "compile" the model and specify the used error function and optimizer:
model.compile(loss='mean_absolute_error',optimizer='adam')
"loss" is the error function, here the mean absolute error between network output and the target,
"optimizer" is the optimization function to use to obtain the "best" weights, here "adam", which seems to be the best.
Then we can train the model with:
model.fit(X, Y, epochs=5000, batch_size=1)
where "X" is the data or signal,
"Y" is the traget,
"epochs" is the number of iterations the optimizers uses,
"batch_size" is the number of examples we have, here just 1.
After the optimization finished, we can use our model for prediction, here detecting the signal (usually a separate test signal is used, which differs from the training signal, but here we take the same for simplicity):
predictions=model.predict(X)
we can read out the resulting weights with ww = model.get_weights()
The first index refers to the layer, here we only have 1, hence the index is 0, then the next index refers to the input dimension, the next to the output dimension (we have only one output neuron, hence the index is 0), and finally the channels index, again 0.
Hence our filter weights are:
weights=ww[0][:,0,0]
We can also save the weights in a “pickle” file:
with open("convnetweights.pickle", 'wb') as weightfile: pickle.dump(ww, weightfile)
Using pickle has the advantage that we can more easily analyse and modify the weights if we wish, compared to model.save_weights('weights.hdf5').
We can now plot the output of the neural network, the weights, and the input. The output and the weights have the same fomat as the input, (batch, length, channels), in our case the first and last index is 0:
plt.plot(predictions[0,:,0])
plt.title('The Conv. Neural Network Output')
plt.figure()
plt.plot(weights)
plt.title('The Weights')
plt.figure()
plt.plot(X[0,:,0])
plt.title('The Input Signal')
plt.show()
# -- coding: utf-8 -- __author__ = 'Gerald Schuller' __copyright__ = 'G.S.'
""" Simple program to use a convolutional neural network to obtain a matched filter, or an analysis filter bank, with filtering followed by downsampling. Gerald Schuller, July 2017. """
# keras_simpl_convnet.py
from keras.models import Sequential
from keras.layers.core import Dense, Activation
from keras.layers.convolutional import Conv1D
from keras.constraints import unit_norm
import numpy as np
import matplotlib.pyplot as plt
import sys
import pickle
def generate_dummy_data():
#Method to generate some artificial data in an numpy array form in order to fit the network.
#:return: X, Y numpy arrays used for training, X: Input, Y: Target
#Input signal X, a Ramp function:
X= np.hstack((np.zeros((1,9)),np.expand_dims(np.arange(5),axis=0),np.zeros((1,9)))) #ramp as simple signal to detect
#Make it unit L2 norm:
X= X/np.sqrt(np.dot(X,X.transpose()))
#Make input a shape that keras expects,
#input X with shape (batch, length, channels), channels: e.g. RGB
#https://stackoverflow.com/questions/43235531/convolutional-neural-network-conv1d-input-shape
X=X.transpose() #signal in the middle dimension
X = np.expand_dims(X, axis=0) #add batch dimension (here only 1 batch)
#Target function Y, the desired output:
Y = np.zeros((1,23))
Y[0,16]=1 #Detecting the signal at its end (for convolution padding='causal').
#Make target a shape keras expects, same as input X shape:
Y=Y.transpose()
Y=np.expand_dims(Y, axis=0)
return X, Y
def generate_model():
# Method to construct a convolutional neural network using keras and theano.
# :return: Trainable object
# Define the model.
model = Sequential()
#Obtain a linear filter from a convolutional layer, similar to a matched filter:
model.add(Conv1D(filters=1, kernel_size=(8), strides=1, padding='causal', activation="linear",
use_bias=False, kernel_initializer='glorot_uniform', input_shape=(23,1)) )
#uniform initialization:
#model.add(Conv1D(filters=1, kernel_size=(8), strides=1, padding='causal, activation="linear", use_bias=False, kernel_initializer='uniform', input_shape=(23,1)) )
# Compile appropriate theano functions
#losses: https://keras.io/losses/
#mean_squared_error ('mse'), mean_absolute_error(y_true, y_pred), mean_squared_logarithmic_error,...
#model.compile(loss='mean_squared_error', optimizer='sgd')
model.compile(loss='mean_absolute_error', optimizer='adam')
return model
# Demonstration on using the code.
X, Y = generate_dummy_data() # Acquire Training Dataset
print("Input X[0,:,0]=", X[0,:,0], "X.shape=", X.shape )
print("Target Y[0,:,0]=", Y[0,:,0], "Y.shape=", Y.shape)
Input X[0,:,0]= [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.18257419 0.36514837 0.54772256 0.73029674 0. 0. 0. 0. 0. 0. 0. 0. 0. ] X.shape= (1, 23, 1) Target Y[0,:,0]= [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0.] Y.shape= (1, 23, 1)
model = generate_model() # Compile an neural net
print("Train model:")
model.fit(X, Y, epochs=5000, batch_size=1) #use 5000 epochs or iterations for training
model.evaluate(X, Y, batch_size=1, verbose=1)
predictions=model.predict(X) # Make Predictions based on the obtained weights
ww = model.get_weights() #read obtained weights
#weight format for Conv1d:
#[0: filter weights, 1: bias for first layer]
#[filterlength, channels (subbands) in previous layer, neurons/filters in this layer]
weights=ww[0][:,0,0]
Train model: Epoch 1/5000 1/1 [==============================] - 0s 289ms/step - loss: 0.1265 Epoch 2/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1260 Epoch 3/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1256 Epoch 4/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1252 Epoch 5/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1247 Epoch 6/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1243 Epoch 7/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1239 Epoch 8/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1234 Epoch 9/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1230 Epoch 10/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1225 Epoch 11/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1221 Epoch 12/5000 1/1 [==============================] - 0s 996us/step - loss: 0.1216 Epoch 13/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1212 Epoch 14/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1208 Epoch 15/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1203 Epoch 16/5000 1/1 [==============================] - 0s 996us/step - loss: 0.1199 Epoch 17/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1194 Epoch 18/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1190 Epoch 19/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1185 Epoch 20/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1181 Epoch 21/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1176 Epoch 22/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.1172 Epoch 23/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1167 Epoch 24/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1163 Epoch 25/5000 1/1 [==============================] - 0s 999us/step - loss: 0.1158 Epoch 26/5000 1/1 [==============================] - 0s 999us/step - loss: 0.1154 Epoch 27/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1149 Epoch 28/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1145 Epoch 29/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1141 Epoch 30/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1136 Epoch 31/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1132 Epoch 32/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1127 Epoch 33/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1123 Epoch 34/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1118 Epoch 35/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1114 Epoch 36/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1109 Epoch 37/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1105 Epoch 38/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1100 Epoch 39/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1096 Epoch 40/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1092 Epoch 41/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1087 Epoch 42/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1083 Epoch 43/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1078 Epoch 44/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1074 Epoch 45/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1071 Epoch 46/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1068 Epoch 47/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.1065 Epoch 48/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1062 Epoch 49/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1059 Epoch 50/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1056 Epoch 51/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1053 Epoch 52/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1050 Epoch 53/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1047 Epoch 54/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1044 Epoch 55/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1041 Epoch 56/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1038 Epoch 57/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1035 Epoch 58/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1031 Epoch 59/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1029 Epoch 60/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1027 Epoch 61/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1025 Epoch 62/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1024 Epoch 63/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1022 Epoch 64/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1021 Epoch 65/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1019 Epoch 66/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1018 Epoch 67/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1016 Epoch 68/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1014 Epoch 69/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1013 Epoch 70/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1011 Epoch 71/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1010 Epoch 72/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1008 Epoch 73/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1007 Epoch 74/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1005 Epoch 75/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1004 Epoch 76/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1002 Epoch 77/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1001 Epoch 78/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0999 Epoch 79/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0998 Epoch 80/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0996 Epoch 81/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0995 Epoch 82/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0993 Epoch 83/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0992 Epoch 84/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0990 Epoch 85/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0989 Epoch 86/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0987 Epoch 87/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0986 Epoch 88/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0984 Epoch 89/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0983 Epoch 90/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0981 Epoch 91/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0980 Epoch 92/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0978 Epoch 93/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0977 Epoch 94/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0975 Epoch 95/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0974 Epoch 96/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0972 Epoch 97/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0971 Epoch 98/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0969 Epoch 99/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0968 Epoch 100/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0966 Epoch 101/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0965 Epoch 102/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0963 Epoch 103/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0962 Epoch 104/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0960 Epoch 105/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0959 Epoch 106/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0957 Epoch 107/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0956 Epoch 108/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0954 Epoch 109/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0953 Epoch 110/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0951 Epoch 111/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0950 Epoch 112/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0948 Epoch 113/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0947 Epoch 114/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0945 Epoch 115/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0944 Epoch 116/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0942 Epoch 117/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0941 Epoch 118/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0939 Epoch 119/5000 1/1 [==============================] - 0s 23ms/step - loss: 0.0938 Epoch 120/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0936 Epoch 121/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0935 Epoch 122/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0933 Epoch 123/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0932 Epoch 124/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0930 Epoch 125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0929 Epoch 126/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0927 Epoch 127/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0926 Epoch 128/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0924 Epoch 129/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0923 Epoch 130/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0921 Epoch 131/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0920 Epoch 132/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0918 Epoch 133/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0917 Epoch 134/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0915 Epoch 135/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0914 Epoch 136/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0912 Epoch 137/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0911 Epoch 138/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0909 Epoch 139/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0908 Epoch 140/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0906 Epoch 141/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0904 Epoch 142/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0903 Epoch 143/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0901 Epoch 144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0900 Epoch 145/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0898 Epoch 146/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0897 Epoch 147/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0895 Epoch 148/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0894 Epoch 149/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0892 Epoch 150/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0891 Epoch 151/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0889 Epoch 152/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0888 Epoch 153/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0886 Epoch 154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0884 Epoch 155/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0884 Epoch 156/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0883 Epoch 157/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0882 Epoch 158/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0881 Epoch 159/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0880 Epoch 160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0879 Epoch 161/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0878 Epoch 162/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0877 Epoch 163/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0876 Epoch 164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0875 Epoch 165/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0874 Epoch 166/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0873 Epoch 167/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0872 Epoch 168/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0871 Epoch 169/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0870 Epoch 170/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0869 Epoch 171/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0867 Epoch 172/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0866 Epoch 173/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0865 Epoch 174/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0864 Epoch 175/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0863 Epoch 176/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0862 Epoch 177/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0861 Epoch 178/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0860 Epoch 179/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0859 Epoch 180/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0858 Epoch 181/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0857 Epoch 182/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0856 Epoch 183/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0855 Epoch 184/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0854 Epoch 185/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0853 Epoch 186/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0852 Epoch 187/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0851 Epoch 188/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0850 Epoch 189/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0849 Epoch 190/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0848 Epoch 191/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0847 Epoch 192/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0846 Epoch 193/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0845 Epoch 194/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0844 Epoch 195/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0843 Epoch 196/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0842 Epoch 197/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0841 Epoch 198/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0840 Epoch 199/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0839 Epoch 200/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0838 Epoch 201/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0837 Epoch 202/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0836 Epoch 203/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0835 Epoch 204/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0834 Epoch 205/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0833 Epoch 206/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0832 Epoch 207/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0831 Epoch 208/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0830 Epoch 209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0829 Epoch 210/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0828 Epoch 211/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0827 Epoch 212/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0826 Epoch 213/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0825 Epoch 214/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0824 Epoch 215/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0823 Epoch 216/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0822 Epoch 217/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0821 Epoch 218/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0820 Epoch 219/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0819 Epoch 220/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0818 Epoch 221/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0817 Epoch 222/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0816 Epoch 223/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0815 Epoch 224/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0813 Epoch 225/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0812 Epoch 226/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0811 Epoch 227/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0810 Epoch 228/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0809 Epoch 229/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0808 Epoch 230/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0807 Epoch 231/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0806 Epoch 232/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0805 Epoch 233/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0804 Epoch 234/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0803 Epoch 235/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0802 Epoch 236/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0801 Epoch 237/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0800 Epoch 238/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0799 Epoch 239/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0798 Epoch 240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0797 Epoch 241/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0796 Epoch 242/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0795 Epoch 243/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0794 Epoch 244/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0793 Epoch 245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0792 Epoch 246/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0791 Epoch 247/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0790 Epoch 248/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0789 Epoch 249/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0788 Epoch 250/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0787 Epoch 251/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0786 Epoch 252/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0785 Epoch 253/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0784 Epoch 254/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0784 Epoch 255/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0783 Epoch 256/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0782 Epoch 257/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0782 Epoch 258/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0781 Epoch 259/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0780 Epoch 260/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0780 Epoch 261/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0779 Epoch 262/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0778 Epoch 263/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0777 Epoch 264/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0776 Epoch 265/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0775 Epoch 266/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0775 Epoch 267/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0774 Epoch 268/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0773 Epoch 269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0773 Epoch 270/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0772 Epoch 271/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0771 Epoch 272/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0770 Epoch 273/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0770 Epoch 274/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0769 Epoch 275/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0768 Epoch 276/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0768 Epoch 277/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0767 Epoch 278/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0766 Epoch 279/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0765 Epoch 280/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0764 Epoch 281/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0764 Epoch 282/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0763 Epoch 283/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0762 Epoch 284/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0762 Epoch 285/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0761 Epoch 286/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0760 Epoch 287/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0759 Epoch 288/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0759 Epoch 289/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0758 Epoch 290/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0757 Epoch 291/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0757 Epoch 292/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0756 Epoch 293/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0755 Epoch 294/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0754 Epoch 295/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0754 Epoch 296/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0753 Epoch 297/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0752 Epoch 298/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0751 Epoch 299/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0751 Epoch 300/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0750 Epoch 301/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0749 Epoch 302/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0749 Epoch 303/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0748 Epoch 304/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0747 Epoch 305/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0746 Epoch 306/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0746 Epoch 307/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0745 Epoch 308/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0744 Epoch 309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0743 Epoch 310/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0743 Epoch 311/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0742 Epoch 312/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0741 Epoch 313/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0740 Epoch 314/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0740 Epoch 315/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0739 Epoch 316/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0738 Epoch 317/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0738 Epoch 318/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0737 Epoch 319/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0736 Epoch 320/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0735 Epoch 321/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0735 Epoch 322/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0734 Epoch 323/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0733 Epoch 324/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0733 Epoch 325/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0732 Epoch 326/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0731 Epoch 327/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0731 Epoch 328/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0730 Epoch 329/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0729 Epoch 330/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0728 Epoch 331/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0728 Epoch 332/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0727 Epoch 333/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0726 Epoch 334/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0726 Epoch 335/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0725 Epoch 336/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0724 Epoch 337/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0723 Epoch 338/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0723 Epoch 339/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0722 Epoch 340/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0721 Epoch 341/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0721 Epoch 342/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0720 Epoch 343/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0719 Epoch 344/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0718 Epoch 345/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0717 Epoch 346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0717 Epoch 347/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0716 Epoch 348/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0715 Epoch 349/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0715 Epoch 350/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0714 Epoch 351/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0713 Epoch 352/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0712 Epoch 353/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0712 Epoch 354/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0711 Epoch 355/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0710 Epoch 356/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0709 Epoch 357/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0709 Epoch 358/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0708 Epoch 359/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0707 Epoch 360/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0707 Epoch 361/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0706 Epoch 362/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0705 Epoch 363/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0704 Epoch 364/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0704 Epoch 365/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0703 Epoch 366/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0702 Epoch 367/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0702 Epoch 368/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0701 Epoch 369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0700 Epoch 370/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0699 Epoch 371/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0699 Epoch 372/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0698 Epoch 373/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0697 Epoch 374/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0696 Epoch 375/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0696 Epoch 376/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0695 Epoch 377/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0694 Epoch 378/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0694 Epoch 379/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0693 Epoch 380/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0692 Epoch 381/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0691 Epoch 382/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0691 Epoch 383/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0690 Epoch 384/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0689 Epoch 385/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0688 Epoch 386/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0688 Epoch 387/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0687 Epoch 388/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0687 Epoch 389/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0686 Epoch 390/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0685 Epoch 391/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0684 Epoch 392/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0683 Epoch 393/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0683 Epoch 394/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0682 Epoch 395/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0681 Epoch 396/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0680 Epoch 397/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0680 Epoch 398/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0679 Epoch 399/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0678 Epoch 400/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0678 Epoch 401/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0677 Epoch 402/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0676 Epoch 403/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0676 Epoch 404/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0675 Epoch 405/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0674 Epoch 406/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0673 Epoch 407/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0673 Epoch 408/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0672 Epoch 409/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0671 Epoch 410/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0670 Epoch 411/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0670 Epoch 412/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0669 Epoch 413/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0668 Epoch 414/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0667 Epoch 415/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0667 Epoch 416/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0666 Epoch 417/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0665 Epoch 418/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0665 Epoch 419/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0664 Epoch 420/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0663 Epoch 421/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0663 Epoch 422/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0662 Epoch 423/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0661 Epoch 424/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0660 Epoch 425/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0660 Epoch 426/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0659 Epoch 427/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0658 Epoch 428/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0657 Epoch 429/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0657 Epoch 430/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0656 Epoch 431/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0655 Epoch 432/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0654 Epoch 433/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0654 Epoch 434/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0653 Epoch 435/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0652 Epoch 436/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0652 Epoch 437/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0651 Epoch 438/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0650 Epoch 439/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0649 Epoch 440/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0649 Epoch 441/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0648 Epoch 442/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0648 Epoch 443/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0647 Epoch 444/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0647 Epoch 445/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0646 Epoch 446/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0646 Epoch 447/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0645 Epoch 448/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0645 Epoch 449/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0644 Epoch 450/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0643 Epoch 451/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0643 Epoch 452/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0642 Epoch 453/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0641 Epoch 454/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0641 Epoch 455/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0640 Epoch 456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0640 Epoch 457/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0639 Epoch 458/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0638 Epoch 459/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0638 Epoch 460/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0637 Epoch 461/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0636 Epoch 462/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0636 Epoch 463/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0636 Epoch 464/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0635 Epoch 465/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0634 Epoch 466/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0634 Epoch 467/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0633 Epoch 468/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0632 Epoch 469/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0632 Epoch 470/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0632 Epoch 471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0631 Epoch 472/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0630 Epoch 473/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0630 Epoch 474/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0629 Epoch 475/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0629 Epoch 476/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0628 Epoch 477/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0627 Epoch 478/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0627 Epoch 479/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0626 Epoch 480/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0626 Epoch 481/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0625 Epoch 482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0624 Epoch 483/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0624 Epoch 484/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0623 Epoch 485/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0623 Epoch 486/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0622 Epoch 487/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0621 Epoch 488/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0621 Epoch 489/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0620 Epoch 490/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0620 Epoch 491/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0619 Epoch 492/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0618 Epoch 493/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0618 Epoch 494/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0617 Epoch 495/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0617 Epoch 496/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0616 Epoch 497/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0615 Epoch 498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0615 Epoch 499/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0614 Epoch 500/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0614 Epoch 501/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0613 Epoch 502/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0613 Epoch 503/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0612 Epoch 504/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0611 Epoch 505/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0611 Epoch 506/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0610 Epoch 507/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0610 Epoch 508/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0609 Epoch 509/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0609 Epoch 510/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0608 Epoch 511/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0608 Epoch 512/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0607 Epoch 513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0606 Epoch 514/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0606 Epoch 515/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0605 Epoch 516/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0605 Epoch 517/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0604 Epoch 518/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0603 Epoch 519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0603 Epoch 520/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0602 Epoch 521/5000 1/1 [==============================] - 0s 986us/step - loss: 0.0602 Epoch 522/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0601 Epoch 523/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0601 Epoch 524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0600 Epoch 525/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0599 Epoch 526/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0599 Epoch 527/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0598 Epoch 528/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0598 Epoch 529/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0597 Epoch 530/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0597 Epoch 531/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0596 Epoch 532/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0595 Epoch 533/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0595 Epoch 534/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0594 Epoch 535/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0594 Epoch 536/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0593 Epoch 537/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0592 Epoch 538/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0592 Epoch 539/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0591 Epoch 540/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0591 Epoch 541/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0590 Epoch 542/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0589 Epoch 543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0589 Epoch 544/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0588 Epoch 545/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0588 Epoch 546/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0587 Epoch 547/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0587 Epoch 548/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0586 Epoch 549/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0585 Epoch 550/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0585 Epoch 551/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0584 Epoch 552/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0584 Epoch 553/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0583 Epoch 554/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0582 Epoch 555/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0582 Epoch 556/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0581 Epoch 557/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0581 Epoch 558/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0580 Epoch 559/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0580 Epoch 560/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0579 Epoch 561/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0578 Epoch 562/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0578 Epoch 563/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0577 Epoch 564/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0577 Epoch 565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0576 Epoch 566/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0575 Epoch 567/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0575 Epoch 568/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0575 Epoch 569/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0574 Epoch 570/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0573 Epoch 571/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0573 Epoch 572/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0572 Epoch 573/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0572 Epoch 574/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0571 Epoch 575/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0570 Epoch 576/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0570 Epoch 577/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0569 Epoch 578/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0569 Epoch 579/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0568 Epoch 580/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0568 Epoch 581/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0567 Epoch 582/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0566 Epoch 583/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0566 Epoch 584/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0565 Epoch 585/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0565 Epoch 586/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0564 Epoch 587/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0564 Epoch 588/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0563 Epoch 589/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0562 Epoch 590/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0562 Epoch 591/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0561 Epoch 592/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0561 Epoch 593/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0560 Epoch 594/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0560 Epoch 595/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0559 Epoch 596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0559 Epoch 597/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0558 Epoch 598/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0557 Epoch 599/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0557 Epoch 600/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0556 Epoch 601/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0555 Epoch 602/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0555 Epoch 603/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0555 Epoch 604/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0554 Epoch 605/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0553 Epoch 606/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0553 Epoch 607/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0552 Epoch 608/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0552 Epoch 609/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0551 Epoch 610/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0550 Epoch 611/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0550 Epoch 612/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0549 Epoch 613/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0549 Epoch 614/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0548 Epoch 615/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0547 Epoch 616/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0547 Epoch 617/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0546 Epoch 618/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0546 Epoch 619/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0545 Epoch 620/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0545 Epoch 621/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0544 Epoch 622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0543 Epoch 623/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0543 Epoch 624/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0542 Epoch 625/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0542 Epoch 626/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0541 Epoch 627/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0540 Epoch 628/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0540 Epoch 629/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0539 Epoch 630/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0538 Epoch 631/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0538 Epoch 632/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0537 Epoch 633/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0537 Epoch 634/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0536 Epoch 635/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0536 Epoch 636/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0535 Epoch 637/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0535 Epoch 638/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0534 Epoch 639/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0534 Epoch 640/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0534 Epoch 641/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0534 Epoch 642/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0533 Epoch 643/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0533 Epoch 644/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0533 Epoch 645/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0533 Epoch 646/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0533 Epoch 647/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0533 Epoch 648/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0532 Epoch 649/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0532 Epoch 650/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0531 Epoch 651/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0531 Epoch 652/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0531 Epoch 653/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0531 Epoch 654/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0530 Epoch 655/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0530 Epoch 656/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0530 Epoch 657/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0529 Epoch 658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0529 Epoch 659/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0529 Epoch 660/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0528 Epoch 661/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0528 Epoch 662/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0529 Epoch 663/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0528 Epoch 664/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0527 Epoch 665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0528 Epoch 666/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0528 Epoch 667/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0527 Epoch 668/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0526 Epoch 669/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0526 Epoch 670/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0526 Epoch 671/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0526 Epoch 672/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0525 Epoch 673/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0525 Epoch 674/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0525 Epoch 675/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0525 Epoch 676/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0524 Epoch 677/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0524 Epoch 678/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0524 Epoch 679/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0524 Epoch 680/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0523 Epoch 681/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0523 Epoch 682/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0523 Epoch 683/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0522 Epoch 684/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0522 Epoch 685/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0522 Epoch 686/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0522 Epoch 687/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0521 Epoch 688/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0521 Epoch 689/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0521 Epoch 690/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0521 Epoch 691/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0520 Epoch 692/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0520 Epoch 693/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0520 Epoch 694/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0520 Epoch 695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0519 Epoch 696/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0519 Epoch 697/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0519 Epoch 698/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0519 Epoch 699/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0518 Epoch 700/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0518 Epoch 701/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0518 Epoch 702/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0517 Epoch 703/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0517 Epoch 704/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0517 Epoch 705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0517 Epoch 706/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0516 Epoch 707/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0516 Epoch 708/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0516 Epoch 709/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0516 Epoch 710/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0515 Epoch 711/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0515 Epoch 712/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0515 Epoch 713/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0514 Epoch 714/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0514 Epoch 715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0514 Epoch 716/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0514 Epoch 717/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0514 Epoch 718/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0513 Epoch 719/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0513 Epoch 720/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0513 Epoch 721/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0512 Epoch 722/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0512 Epoch 723/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0512 Epoch 724/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0512 Epoch 725/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0511 Epoch 726/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0511 Epoch 727/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0511 Epoch 728/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0511 Epoch 729/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0511 Epoch 730/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0510 Epoch 731/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0510 Epoch 732/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0510 Epoch 733/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0510 Epoch 734/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0509 Epoch 735/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0509 Epoch 736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0509 Epoch 737/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0509 Epoch 738/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0508 Epoch 739/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0508 Epoch 740/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0508 Epoch 741/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0507 Epoch 742/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0507 Epoch 743/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0507 Epoch 744/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0507 Epoch 745/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0506 Epoch 746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0506 Epoch 747/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0506 Epoch 748/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0506 Epoch 749/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0506 Epoch 750/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0505 Epoch 751/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0505 Epoch 752/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0505 Epoch 753/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0504 Epoch 754/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0504 Epoch 755/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0504 Epoch 756/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0504 Epoch 757/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0503 Epoch 758/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0503 Epoch 759/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0503 Epoch 760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0503 Epoch 761/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0503 Epoch 762/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0502 Epoch 763/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0502 Epoch 764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0502 Epoch 765/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0501 Epoch 766/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0501 Epoch 767/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0501 Epoch 768/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0501 Epoch 769/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0501 Epoch 770/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0500 Epoch 771/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0500 Epoch 772/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0500 Epoch 773/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0500 Epoch 774/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0499 Epoch 775/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0499 Epoch 776/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0499 Epoch 777/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0498 Epoch 778/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0498 Epoch 779/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0498 Epoch 780/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0497 Epoch 781/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0497 Epoch 782/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0497 Epoch 783/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0497 Epoch 784/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0497 Epoch 785/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0497 Epoch 786/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0496 Epoch 787/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0496 Epoch 788/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0496 Epoch 789/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0495 Epoch 790/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0495 Epoch 791/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0495 Epoch 792/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0495 Epoch 793/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0494 Epoch 794/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0494 Epoch 795/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0494 Epoch 796/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0494 Epoch 797/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0494 Epoch 798/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0493 Epoch 799/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0493 Epoch 800/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0493 Epoch 801/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0493 Epoch 802/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0492 Epoch 803/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0492 Epoch 804/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0492 Epoch 805/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0491 Epoch 806/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0491 Epoch 807/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0491 Epoch 808/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0491 Epoch 809/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0491 Epoch 810/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0490 Epoch 811/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0490 Epoch 812/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0490 Epoch 813/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0490 Epoch 814/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0489 Epoch 815/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0489 Epoch 816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0489 Epoch 817/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0488 Epoch 818/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0488 Epoch 819/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0488 Epoch 820/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0488 Epoch 821/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0487 Epoch 822/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0487 Epoch 823/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0487 Epoch 824/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0487 Epoch 825/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0486 Epoch 826/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0486 Epoch 827/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0486 Epoch 828/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0486 Epoch 829/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0485 Epoch 830/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0485 Epoch 831/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0485 Epoch 832/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0485 Epoch 833/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0485 Epoch 834/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0484 Epoch 835/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0484 Epoch 836/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0484 Epoch 837/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0484 Epoch 838/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0483 Epoch 839/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0483 Epoch 840/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0483 Epoch 841/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0483 Epoch 842/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0482 Epoch 843/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0482 Epoch 844/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0482 Epoch 845/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0482 Epoch 846/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0481 Epoch 847/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0481 Epoch 848/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0481 Epoch 849/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0481 Epoch 850/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0480 Epoch 851/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0480 Epoch 852/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0480 Epoch 853/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0480 Epoch 854/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0480 Epoch 855/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0479 Epoch 856/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0479 Epoch 857/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0479 Epoch 858/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0479 Epoch 859/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0478 Epoch 860/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0478 Epoch 861/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0478 Epoch 862/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0478 Epoch 863/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0477 Epoch 864/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0477 Epoch 865/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0477 Epoch 866/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0477 Epoch 867/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0476 Epoch 868/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0476 Epoch 869/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0476 Epoch 870/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0475 Epoch 871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0475 Epoch 872/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0475 Epoch 873/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0475 Epoch 874/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0475 Epoch 875/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0474 Epoch 876/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0474 Epoch 877/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0474 Epoch 878/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0474 Epoch 879/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0473 Epoch 880/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0473 Epoch 881/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0473 Epoch 882/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0473 Epoch 883/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0472 Epoch 884/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0472 Epoch 885/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0472 Epoch 886/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0471 Epoch 887/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0471 Epoch 888/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0471 Epoch 889/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0471 Epoch 890/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0471 Epoch 891/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0471 Epoch 892/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0470 Epoch 893/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0470 Epoch 894/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0470 Epoch 895/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0470 Epoch 896/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0469 Epoch 897/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0469 Epoch 898/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0469 Epoch 899/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0469 Epoch 900/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0468 Epoch 901/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0468 Epoch 902/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0468 Epoch 903/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0468 Epoch 904/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0467 Epoch 905/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0467 Epoch 906/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0467 Epoch 907/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0466 Epoch 908/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0466 Epoch 909/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0466 Epoch 910/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0466 Epoch 911/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0465 Epoch 912/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0465 Epoch 913/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0465 Epoch 914/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0465 Epoch 915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0465 Epoch 916/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0464 Epoch 917/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0464 Epoch 918/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0464 Epoch 919/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0464 Epoch 920/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0463 Epoch 921/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0463 Epoch 922/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0463 Epoch 923/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0463 Epoch 924/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0462 Epoch 925/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0462 Epoch 926/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0462 Epoch 927/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0462 Epoch 928/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0461 Epoch 929/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0461 Epoch 930/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0461 Epoch 931/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0461 Epoch 932/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0461 Epoch 933/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0460 Epoch 934/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0460 Epoch 935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0460 Epoch 936/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0459 Epoch 937/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0459 Epoch 938/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0459 Epoch 939/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0459 Epoch 940/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0459 Epoch 941/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0459 Epoch 942/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0458 Epoch 943/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0458 Epoch 944/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0458 Epoch 945/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0458 Epoch 946/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0457 Epoch 947/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0457 Epoch 948/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0457 Epoch 949/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0457 Epoch 950/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0456 Epoch 951/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0456 Epoch 952/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0456 Epoch 953/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0455 Epoch 954/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0455 Epoch 955/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0455 Epoch 956/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0455 Epoch 957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0455 Epoch 958/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0454 Epoch 959/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0454 Epoch 960/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0454 Epoch 961/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0453 Epoch 962/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0453 Epoch 963/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0453 Epoch 964/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0453 Epoch 965/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0453 Epoch 966/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0452 Epoch 967/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0452 Epoch 968/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0452 Epoch 969/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0452 Epoch 970/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0452 Epoch 971/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0451 Epoch 972/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0451 Epoch 973/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0451 Epoch 974/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0450 Epoch 975/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0450 Epoch 976/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0450 Epoch 977/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0450 Epoch 978/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0450 Epoch 979/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0449 Epoch 980/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0449 Epoch 981/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0449 Epoch 982/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0449 Epoch 983/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0448 Epoch 984/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0448 Epoch 985/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0448 Epoch 986/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0448 Epoch 987/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0447 Epoch 988/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0447 Epoch 989/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0447 Epoch 990/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0446 Epoch 991/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0446 Epoch 992/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0446 Epoch 993/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0446 Epoch 994/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0446 Epoch 995/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0445 Epoch 996/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0445 Epoch 997/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0445 Epoch 998/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0445 Epoch 999/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0444 Epoch 1000/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0444 Epoch 1001/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0444 Epoch 1002/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0444 Epoch 1003/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0443 Epoch 1004/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0443 Epoch 1005/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0443 Epoch 1006/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0443 Epoch 1007/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0442 Epoch 1008/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0442 Epoch 1009/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0442 Epoch 1010/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0442 Epoch 1011/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0441 Epoch 1012/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0441 Epoch 1013/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0441 Epoch 1014/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0441 Epoch 1015/5000 1/1 [==============================] - 0s 8ms/step - loss: 0.0441 Epoch 1016/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0440 Epoch 1017/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0440 Epoch 1018/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0440 Epoch 1019/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0440 Epoch 1020/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0439 Epoch 1021/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0439 Epoch 1022/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0439 Epoch 1023/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0439 Epoch 1024/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0439 Epoch 1025/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0438 Epoch 1026/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0438 Epoch 1027/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0438 Epoch 1028/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0437 Epoch 1029/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0437 Epoch 1030/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0437 Epoch 1031/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0437 Epoch 1032/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0436 Epoch 1033/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0436 Epoch 1034/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0436 Epoch 1035/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0436 Epoch 1036/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0436 Epoch 1037/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0435 Epoch 1038/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0435 Epoch 1039/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0435 Epoch 1040/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0435 Epoch 1041/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0435 Epoch 1042/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0435 Epoch 1043/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0434 Epoch 1044/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0434 Epoch 1045/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0434 Epoch 1046/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0434 Epoch 1047/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0434 Epoch 1048/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0434 Epoch 1049/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0434 Epoch 1050/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0433 Epoch 1051/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0433 Epoch 1052/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0433 Epoch 1053/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0433 Epoch 1054/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0433 Epoch 1055/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0433 Epoch 1056/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0433 Epoch 1057/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0433 Epoch 1058/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0432 Epoch 1059/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0432 Epoch 1060/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0432 Epoch 1061/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0432 Epoch 1062/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0432 Epoch 1063/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0432 Epoch 1064/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0432 Epoch 1065/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0431 Epoch 1066/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0431 Epoch 1067/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0431 Epoch 1068/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0431 Epoch 1069/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0431 Epoch 1070/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0431 Epoch 1071/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0431 Epoch 1072/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0431 Epoch 1073/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0430 Epoch 1074/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0431 Epoch 1075/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0430 Epoch 1076/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0430 Epoch 1077/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0430 Epoch 1078/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0430 Epoch 1079/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0430 Epoch 1080/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0430 Epoch 1081/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0430 Epoch 1082/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0430 Epoch 1083/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0430 Epoch 1084/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0429 Epoch 1085/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0429 Epoch 1086/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0429 Epoch 1087/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0429 Epoch 1088/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0429 Epoch 1089/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0429 Epoch 1090/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0429 Epoch 1091/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0428 Epoch 1092/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0428 Epoch 1093/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0428 Epoch 1094/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0428 Epoch 1095/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0428 Epoch 1096/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0428 Epoch 1097/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0428 Epoch 1098/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0428 Epoch 1099/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0427 Epoch 1100/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0427 Epoch 1101/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0427 Epoch 1102/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0427 Epoch 1103/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0427 Epoch 1104/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0427 Epoch 1105/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0427 Epoch 1106/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0427 Epoch 1107/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0427 Epoch 1108/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0426 Epoch 1109/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0426 Epoch 1110/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0426 Epoch 1111/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0426 Epoch 1112/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0426 Epoch 1113/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0426 Epoch 1114/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0426 Epoch 1115/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0426 Epoch 1116/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0426 Epoch 1117/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0425 Epoch 1118/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0425 Epoch 1119/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 1120/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 1121/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 1122/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 1123/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 1124/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0425 Epoch 1125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 1126/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0425 Epoch 1127/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0424 Epoch 1128/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0424 Epoch 1129/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0424 Epoch 1130/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0424 Epoch 1131/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0424 Epoch 1132/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0424 Epoch 1133/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0423 Epoch 1134/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0423 Epoch 1135/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0424 Epoch 1136/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0423 Epoch 1137/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0423 Epoch 1138/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0423 Epoch 1139/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0423 Epoch 1140/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0423 Epoch 1141/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0422 Epoch 1142/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0422 Epoch 1143/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0422 Epoch 1144/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0422 Epoch 1145/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0422 Epoch 1146/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0422 Epoch 1147/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0422 Epoch 1148/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0422 Epoch 1149/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0422 Epoch 1150/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 1151/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 1152/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 1153/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0421 Epoch 1154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 1155/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 1156/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 1157/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0421 Epoch 1158/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 1159/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0420 Epoch 1160/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0420 Epoch 1161/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0420 Epoch 1162/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0420 Epoch 1163/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0420 Epoch 1164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0420 Epoch 1165/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0420 Epoch 1166/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0420 Epoch 1167/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0420 Epoch 1168/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0419 Epoch 1169/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0419 Epoch 1170/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0419 Epoch 1171/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0419 Epoch 1172/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0419 Epoch 1173/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0419 Epoch 1174/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0419 Epoch 1175/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0419 Epoch 1176/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0418 Epoch 1177/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0418 Epoch 1178/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0418 Epoch 1179/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0418 Epoch 1180/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0418 Epoch 1181/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0418 Epoch 1182/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0418 Epoch 1183/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0418 Epoch 1184/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0418 Epoch 1185/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0418 Epoch 1186/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0417 Epoch 1187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0417 Epoch 1188/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0417 Epoch 1189/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0417 Epoch 1190/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0417 Epoch 1191/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0417 Epoch 1192/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0417 Epoch 1193/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0417 Epoch 1194/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0416 Epoch 1195/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0416 Epoch 1196/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0416 Epoch 1197/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0416 Epoch 1198/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0416 Epoch 1199/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0416 Epoch 1200/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0416 Epoch 1201/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0416 Epoch 1202/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0415 Epoch 1203/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0415 Epoch 1204/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0415 Epoch 1205/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0415 Epoch 1206/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0415 Epoch 1207/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0415 Epoch 1208/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0415 Epoch 1209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0415 Epoch 1210/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0415 Epoch 1211/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0414 Epoch 1212/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0414 Epoch 1213/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0414 Epoch 1214/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0414 Epoch 1215/5000 1/1 [==============================] - 0s 988us/step - loss: 0.0414 Epoch 1216/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0414 Epoch 1217/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0414 Epoch 1218/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0414 Epoch 1219/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 1220/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0413 Epoch 1221/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0413 Epoch 1222/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 1223/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 1224/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0413 Epoch 1225/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 1226/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 1227/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0413 Epoch 1228/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 1229/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 1230/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0412 Epoch 1231/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0412 Epoch 1232/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 1233/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 1234/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 1235/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0412 Epoch 1236/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0412 Epoch 1237/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0412 Epoch 1238/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 1239/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0411 Epoch 1240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0411 Epoch 1241/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0411 Epoch 1242/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0411 Epoch 1243/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0411 Epoch 1244/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0411 Epoch 1245/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0411 Epoch 1246/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0411 Epoch 1247/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0410 Epoch 1248/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0410 Epoch 1249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0410 Epoch 1250/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0410 Epoch 1251/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0410 Epoch 1252/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0410 Epoch 1253/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0410 Epoch 1254/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0410 Epoch 1255/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0410 Epoch 1256/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0409 Epoch 1257/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0409 Epoch 1258/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0409 Epoch 1259/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0409 Epoch 1260/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0409 Epoch 1261/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0409 Epoch 1262/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0408 Epoch 1263/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0408 Epoch 1264/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0409 Epoch 1265/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0408 Epoch 1266/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0408 Epoch 1267/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0408 Epoch 1268/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0408 Epoch 1269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0408 Epoch 1270/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0408 Epoch 1271/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0407 Epoch 1272/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0408 Epoch 1273/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 1274/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0407 Epoch 1275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 1276/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 1277/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0407 Epoch 1278/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 1279/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 1280/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 1281/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0406 Epoch 1282/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0406 Epoch 1283/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0406 Epoch 1284/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0406 Epoch 1285/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0406 Epoch 1286/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0406 Epoch 1287/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0406 Epoch 1288/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0405 Epoch 1289/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0405 Epoch 1290/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0405 Epoch 1291/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0405 Epoch 1292/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0405 Epoch 1293/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0405 Epoch 1294/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0405 Epoch 1295/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0405 Epoch 1296/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0404 Epoch 1297/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0404 Epoch 1298/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0404 Epoch 1299/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0404 Epoch 1300/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0404 Epoch 1301/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0404 Epoch 1302/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0404 Epoch 1303/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0404 Epoch 1304/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0404 Epoch 1305/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1306/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1307/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1308/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1310/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1311/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1312/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 1313/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 1314/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 1315/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0402 Epoch 1316/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 1317/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 1318/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 1319/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0402 Epoch 1320/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0402 Epoch 1321/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 1322/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0401 Epoch 1323/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0401 Epoch 1324/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0401 Epoch 1325/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0401 Epoch 1326/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0401 Epoch 1327/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0401 Epoch 1328/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0401 Epoch 1329/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0401 Epoch 1330/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0401 Epoch 1331/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0400 Epoch 1332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0401 Epoch 1333/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0400 Epoch 1334/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0400 Epoch 1335/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0400 Epoch 1336/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0400 Epoch 1337/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0400 Epoch 1338/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0400 Epoch 1339/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0400 Epoch 1340/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0400 Epoch 1341/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 1342/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 1343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 1344/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0399 Epoch 1345/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 1346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 1347/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0399 Epoch 1348/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0398 Epoch 1349/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 1350/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0398 Epoch 1351/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0398 Epoch 1352/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0398 Epoch 1353/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0398 Epoch 1354/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0398 Epoch 1355/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0398 Epoch 1356/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0397 Epoch 1357/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0397 Epoch 1358/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0397 Epoch 1359/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0397 Epoch 1360/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0397 Epoch 1361/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0397 Epoch 1362/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0397 Epoch 1363/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0397 Epoch 1364/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0397 Epoch 1365/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0397 Epoch 1366/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0396 Epoch 1367/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0396 Epoch 1368/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0396 Epoch 1369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0396 Epoch 1370/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0396 Epoch 1371/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0396 Epoch 1372/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0396 Epoch 1373/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0395 Epoch 1374/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0395 Epoch 1375/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0395 Epoch 1376/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0395 Epoch 1377/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0395 Epoch 1378/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0395 Epoch 1379/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0395 Epoch 1380/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0395 Epoch 1381/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0395 Epoch 1382/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0395 Epoch 1383/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0395 Epoch 1384/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0394 Epoch 1385/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0394 Epoch 1386/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0394 Epoch 1387/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0394 Epoch 1388/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0394 Epoch 1389/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0394 Epoch 1390/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0394 Epoch 1391/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0394 Epoch 1392/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0393 Epoch 1393/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0393 Epoch 1394/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0393 Epoch 1395/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0393 Epoch 1396/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0393 Epoch 1397/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0393 Epoch 1398/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0393 Epoch 1399/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0393 Epoch 1400/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0392 Epoch 1401/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0392 Epoch 1402/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0392 Epoch 1403/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0392 Epoch 1404/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0392 Epoch 1405/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0392 Epoch 1406/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0392 Epoch 1407/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0392 Epoch 1408/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0392 Epoch 1409/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0391 Epoch 1410/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0391 Epoch 1411/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0391 Epoch 1412/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0391 Epoch 1413/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0391 Epoch 1414/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0391 Epoch 1415/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0391 Epoch 1416/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0391 Epoch 1417/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0390 Epoch 1418/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0391 Epoch 1419/5000 1/1 [==============================] - 0s 987us/step - loss: 0.0390 Epoch 1420/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0390 Epoch 1421/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0391 Epoch 1422/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0390 Epoch 1423/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0390 Epoch 1424/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0390 Epoch 1425/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0390 Epoch 1426/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0390 Epoch 1427/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0389 Epoch 1428/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 1429/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 1430/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 1431/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0389 Epoch 1432/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 1433/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0389 Epoch 1434/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0389 Epoch 1435/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 1436/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0388 Epoch 1437/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0388 Epoch 1438/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0388 Epoch 1439/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0388 Epoch 1440/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0388 Epoch 1441/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0388 Epoch 1442/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0388 Epoch 1443/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0388 Epoch 1444/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0387 Epoch 1445/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0387 Epoch 1446/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0387 Epoch 1447/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0387 Epoch 1448/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0387 Epoch 1449/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0387 Epoch 1450/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0387 Epoch 1451/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0387 Epoch 1452/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0387 Epoch 1453/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0386 Epoch 1454/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0387 Epoch 1455/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0387 Epoch 1456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0386 Epoch 1457/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0386 Epoch 1458/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0386 Epoch 1459/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0386 Epoch 1460/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0386 Epoch 1461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0386 Epoch 1462/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0386 Epoch 1463/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0385 Epoch 1464/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0385 Epoch 1465/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0385 Epoch 1466/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0385 Epoch 1467/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0385 Epoch 1468/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0385 Epoch 1469/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0384 Epoch 1470/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0384 Epoch 1471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0384 Epoch 1472/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0384 Epoch 1473/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0384 Epoch 1474/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0384 Epoch 1475/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0384 Epoch 1476/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0384 Epoch 1477/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0384 Epoch 1478/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0384 Epoch 1479/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0383 Epoch 1480/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0383 Epoch 1481/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0383 Epoch 1482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0383 Epoch 1483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0383 Epoch 1484/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0383 Epoch 1485/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0383 Epoch 1486/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0383 Epoch 1487/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1488/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0382 Epoch 1489/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1490/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1491/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1492/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1493/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1494/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1495/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0382 Epoch 1496/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1497/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 1498/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0382 Epoch 1499/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0381 Epoch 1500/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0381 Epoch 1501/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0381 Epoch 1502/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0381 Epoch 1503/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0381 Epoch 1504/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0381 Epoch 1505/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0381 Epoch 1506/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0380 Epoch 1507/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0380 Epoch 1508/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0380 Epoch 1509/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0380 Epoch 1510/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0380 Epoch 1511/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0380 Epoch 1512/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0380 Epoch 1513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0379 Epoch 1514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0379 Epoch 1515/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0379 Epoch 1516/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0379 Epoch 1517/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0379 Epoch 1518/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0379 Epoch 1519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0379 Epoch 1520/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0379 Epoch 1521/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0379 Epoch 1522/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0379 Epoch 1523/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0379 Epoch 1524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0378 Epoch 1525/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0378 Epoch 1526/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0378 Epoch 1527/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0378 Epoch 1528/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0378 Epoch 1529/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0378 Epoch 1530/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0377 Epoch 1531/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0377 Epoch 1532/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0377 Epoch 1533/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0377 Epoch 1534/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0377 Epoch 1535/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0377 Epoch 1536/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0377 Epoch 1537/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0377 Epoch 1538/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0377 Epoch 1539/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0377 Epoch 1540/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0376 Epoch 1541/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0376 Epoch 1542/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0376 Epoch 1543/5000 1/1 [==============================] - 0s 693us/step - loss: 0.0376 Epoch 1544/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0376 Epoch 1545/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0376 Epoch 1546/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0376 Epoch 1547/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0376 Epoch 1548/5000 1/1 [==============================] - 0s 14ms/step - loss: 0.0376 Epoch 1549/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0375 Epoch 1550/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0375 Epoch 1551/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0375 Epoch 1552/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0375 Epoch 1553/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0375 Epoch 1554/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0375 Epoch 1555/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0375 Epoch 1556/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0375 Epoch 1557/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0374 Epoch 1558/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0374 Epoch 1559/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0374 Epoch 1560/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0374 Epoch 1561/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0374 Epoch 1562/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0374 Epoch 1563/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0374 Epoch 1564/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0374 Epoch 1565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0374 Epoch 1566/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0374 Epoch 1567/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0373 Epoch 1568/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1569/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0373 Epoch 1570/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1571/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1572/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1573/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1574/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0373 Epoch 1575/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1576/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0373 Epoch 1577/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0372 Epoch 1578/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0373 Epoch 1579/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0372 Epoch 1580/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0372 Epoch 1581/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0372 Epoch 1582/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0372 Epoch 1583/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0372 Epoch 1584/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0372 Epoch 1585/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0372 Epoch 1586/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0371 Epoch 1587/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0371 Epoch 1588/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0371 Epoch 1589/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0371 Epoch 1590/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0371 Epoch 1591/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0371 Epoch 1592/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0371 Epoch 1593/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0370 Epoch 1594/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0370 Epoch 1595/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0370 Epoch 1596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0370 Epoch 1597/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0370 Epoch 1598/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0370 Epoch 1599/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0370 Epoch 1600/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0370 Epoch 1601/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0370 Epoch 1602/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0370 Epoch 1603/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0370 Epoch 1604/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0369 Epoch 1605/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0369 Epoch 1606/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0369 Epoch 1607/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0369 Epoch 1608/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0369 Epoch 1609/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0369 Epoch 1610/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0369 Epoch 1611/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0368 Epoch 1612/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0368 Epoch 1613/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0368 Epoch 1614/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0368 Epoch 1615/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0368 Epoch 1616/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0368 Epoch 1617/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0368 Epoch 1618/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0368 Epoch 1619/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0368 Epoch 1620/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0367 Epoch 1621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0367 Epoch 1622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0367 Epoch 1623/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0367 Epoch 1624/5000 1/1 [==============================] - 0s 984us/step - loss: 0.0367 Epoch 1625/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0367 Epoch 1626/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0367 Epoch 1627/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0367 Epoch 1628/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0366 Epoch 1629/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0366 Epoch 1630/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0366 Epoch 1631/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0366 Epoch 1632/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0366 Epoch 1633/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0366 Epoch 1634/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0366 Epoch 1635/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0366 Epoch 1636/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0366 Epoch 1637/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0366 Epoch 1638/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0365 Epoch 1639/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0365 Epoch 1640/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0365 Epoch 1641/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0365 Epoch 1642/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0365 Epoch 1643/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0365 Epoch 1644/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0365 Epoch 1645/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0365 Epoch 1646/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0365 Epoch 1647/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0365 Epoch 1648/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0364 Epoch 1649/5000 1/1 [==============================] - 0s 882us/step - loss: 0.0364 Epoch 1650/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0364 Epoch 1651/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0364 Epoch 1652/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0364 Epoch 1653/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0364 Epoch 1654/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0364 Epoch 1655/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1656/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0363 Epoch 1657/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1659/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1660/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1661/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1662/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0363 Epoch 1663/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0363 Epoch 1664/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0362 Epoch 1665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0362 Epoch 1666/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0362 Epoch 1667/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0362 Epoch 1668/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0362 Epoch 1669/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0362 Epoch 1670/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0362 Epoch 1671/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0362 Epoch 1672/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0362 Epoch 1673/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0361 Epoch 1674/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0361 Epoch 1675/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0361 Epoch 1676/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0361 Epoch 1677/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0361 Epoch 1678/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0361 Epoch 1679/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0361 Epoch 1680/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0361 Epoch 1681/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0360 Epoch 1682/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0361 Epoch 1683/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0360 Epoch 1684/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0360 Epoch 1685/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0360 Epoch 1686/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0360 Epoch 1687/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0360 Epoch 1688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0360 Epoch 1689/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0360 Epoch 1690/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0360 Epoch 1691/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0360 Epoch 1692/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0359 Epoch 1693/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0359 Epoch 1694/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0359 Epoch 1695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0359 Epoch 1696/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0359 Epoch 1697/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0359 Epoch 1698/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0359 Epoch 1699/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0359 Epoch 1700/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0359 Epoch 1701/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0358 Epoch 1702/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0358 Epoch 1703/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0358 Epoch 1704/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0358 Epoch 1705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0358 Epoch 1706/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0358 Epoch 1707/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0358 Epoch 1708/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0357 Epoch 1709/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0358 Epoch 1710/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0357 Epoch 1711/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0357 Epoch 1712/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0357 Epoch 1713/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0357 Epoch 1714/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0357 Epoch 1715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0357 Epoch 1716/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0357 Epoch 1717/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0357 Epoch 1718/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0357 Epoch 1719/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0356 Epoch 1720/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0356 Epoch 1721/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0356 Epoch 1722/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0356 Epoch 1723/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0356 Epoch 1724/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0356 Epoch 1725/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0356 Epoch 1726/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0356 Epoch 1727/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0356 Epoch 1728/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0355 Epoch 1729/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0355 Epoch 1730/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0355 Epoch 1731/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0355 Epoch 1732/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0355 Epoch 1733/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0355 Epoch 1734/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1735/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0355 Epoch 1736/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0355 Epoch 1737/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0354 Epoch 1738/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1739/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0354 Epoch 1740/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0354 Epoch 1741/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1742/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1743/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1744/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1745/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0353 Epoch 1746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0353 Epoch 1747/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0353 Epoch 1748/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0353 Epoch 1749/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0353 Epoch 1750/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0353 Epoch 1751/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0353 Epoch 1752/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0353 Epoch 1753/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0353 Epoch 1754/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0353 Epoch 1755/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0352 Epoch 1756/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0352 Epoch 1757/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0352 Epoch 1758/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0352 Epoch 1759/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0352 Epoch 1760/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0352 Epoch 1761/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0352 Epoch 1762/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0351 Epoch 1763/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0351 Epoch 1764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0351 Epoch 1765/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0351 Epoch 1766/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0351 Epoch 1767/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0351 Epoch 1768/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0351 Epoch 1769/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0351 Epoch 1770/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0351 Epoch 1771/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0350 Epoch 1772/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0350 Epoch 1773/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0350 Epoch 1774/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0350 Epoch 1775/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0350 Epoch 1776/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0350 Epoch 1777/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0350 Epoch 1778/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0350 Epoch 1779/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0349 Epoch 1780/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0350 Epoch 1781/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0350 Epoch 1782/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0349 Epoch 1783/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0349 Epoch 1784/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0349 Epoch 1785/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0349 Epoch 1786/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0349 Epoch 1787/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0349 Epoch 1788/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0348 Epoch 1789/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0348 Epoch 1790/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0348 Epoch 1791/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0348 Epoch 1792/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0348 Epoch 1793/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0348 Epoch 1794/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0348 Epoch 1795/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0348 Epoch 1796/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0347 Epoch 1797/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0347 Epoch 1798/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0347 Epoch 1799/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0347 Epoch 1800/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0347 Epoch 1801/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0347 Epoch 1802/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0347 Epoch 1803/5000 1/1 [==============================] - 0s 981us/step - loss: 0.0347 Epoch 1804/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0347 Epoch 1805/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1806/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1807/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1808/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0346 Epoch 1809/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0346 Epoch 1810/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1811/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1812/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1813/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0346 Epoch 1814/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0345 Epoch 1815/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0345 Epoch 1816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0345 Epoch 1817/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0345 Epoch 1818/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0345 Epoch 1819/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0345 Epoch 1820/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0345 Epoch 1821/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0345 Epoch 1822/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0345 Epoch 1823/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0345 Epoch 1824/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0344 Epoch 1825/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0345 Epoch 1826/5000 1/1 [==============================] - 0s 108ms/step - loss: 0.0344 Epoch 1827/5000 1/1 [==============================] - 0s 16ms/step - loss: 0.0344 Epoch 1828/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0344 Epoch 1829/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0344 Epoch 1830/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0344 Epoch 1831/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0344 Epoch 1832/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0344 Epoch 1833/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0343 Epoch 1834/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0343 Epoch 1835/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0343 Epoch 1836/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0343 Epoch 1837/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0343 Epoch 1838/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0343 Epoch 1839/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0343 Epoch 1840/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0343 Epoch 1841/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0343 Epoch 1842/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0342 Epoch 1843/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0343 Epoch 1844/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0342 Epoch 1845/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0342 Epoch 1846/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0342 Epoch 1847/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0342 Epoch 1848/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0342 Epoch 1849/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0342 Epoch 1850/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1851/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1852/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0341 Epoch 1853/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1854/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0341 Epoch 1855/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0341 Epoch 1856/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1857/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1858/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0341 Epoch 1859/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0340 Epoch 1860/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0340 Epoch 1861/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0340 Epoch 1862/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0340 Epoch 1863/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0340 Epoch 1864/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0340 Epoch 1865/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0340 Epoch 1866/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0340 Epoch 1867/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0340 Epoch 1868/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0340 Epoch 1869/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0339 Epoch 1870/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0339 Epoch 1871/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0339 Epoch 1872/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0339 Epoch 1873/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0339 Epoch 1874/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0339 Epoch 1875/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0339 Epoch 1876/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0339 Epoch 1877/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0338 Epoch 1878/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0338 Epoch 1879/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0338 Epoch 1880/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0338 Epoch 1881/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0338 Epoch 1882/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0338 Epoch 1883/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0338 Epoch 1884/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0338 Epoch 1885/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0338 Epoch 1886/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0338 Epoch 1887/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0338 Epoch 1888/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0337 Epoch 1889/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0337 Epoch 1890/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0337 Epoch 1891/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0337 Epoch 1892/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0337 Epoch 1893/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0337 Epoch 1894/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0337 Epoch 1895/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0337 Epoch 1896/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0337 Epoch 1897/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0336 Epoch 1898/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0336 Epoch 1899/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0336 Epoch 1900/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0336 Epoch 1901/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0336 Epoch 1902/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0336 Epoch 1903/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0336 Epoch 1904/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0335 Epoch 1905/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0335 Epoch 1906/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0335 Epoch 1907/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0335 Epoch 1908/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0335 Epoch 1909/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0335 Epoch 1910/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0335 Epoch 1911/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0335 Epoch 1912/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0334 Epoch 1913/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1914/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1915/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0334 Epoch 1916/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1917/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0334 Epoch 1918/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1919/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1920/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0334 Epoch 1921/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0334 Epoch 1922/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0334 Epoch 1923/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0334 Epoch 1924/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0334 Epoch 1925/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0333 Epoch 1926/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0333 Epoch 1927/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0334 Epoch 1928/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0333 Epoch 1929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0333 Epoch 1930/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0333 Epoch 1931/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0334 Epoch 1932/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0333 Epoch 1933/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0333 Epoch 1934/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0333 Epoch 1935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0332 Epoch 1936/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0333 Epoch 1937/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0332 Epoch 1938/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0332 Epoch 1939/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0332 Epoch 1940/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0332 Epoch 1941/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0331 Epoch 1942/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0332 Epoch 1943/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0331 Epoch 1944/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0331 Epoch 1945/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0331 Epoch 1946/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0331 Epoch 1947/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0331 Epoch 1948/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0331 Epoch 1949/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0331 Epoch 1950/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0331 Epoch 1951/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0330 Epoch 1952/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0330 Epoch 1953/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0330 Epoch 1954/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0330 Epoch 1955/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0330 Epoch 1956/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0330 Epoch 1957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0330 Epoch 1958/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0330 Epoch 1959/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0330 Epoch 1960/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0330 Epoch 1961/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1962/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1963/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0329 Epoch 1964/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1965/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0329 Epoch 1966/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0329 Epoch 1967/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1968/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1969/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0329 Epoch 1970/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0329 Epoch 1971/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0329 Epoch 1972/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0328 Epoch 1973/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0328 Epoch 1974/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0328 Epoch 1975/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0328 Epoch 1976/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0328 Epoch 1977/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0328 Epoch 1978/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0327 Epoch 1979/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0328 Epoch 1980/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0327 Epoch 1981/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0327 Epoch 1982/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0327 Epoch 1983/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0327 Epoch 1984/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0327 Epoch 1985/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0326 Epoch 1986/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0326 Epoch 1987/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0326 Epoch 1988/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0326 Epoch 1989/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0326 Epoch 1990/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0326 Epoch 1991/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0326 Epoch 1992/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0326 Epoch 1993/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0326 Epoch 1994/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0325 Epoch 1995/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0325 Epoch 1996/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0325 Epoch 1997/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0325 Epoch 1998/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0325 Epoch 1999/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0325 Epoch 2000/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0325 Epoch 2001/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0325 Epoch 2002/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0325 Epoch 2003/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0325 Epoch 2004/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0325 Epoch 2005/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0324 Epoch 2006/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0324 Epoch 2007/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0324 Epoch 2008/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0324 Epoch 2009/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0324 Epoch 2010/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0324 Epoch 2011/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0324 Epoch 2012/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0324 Epoch 2013/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0324 Epoch 2014/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0324 Epoch 2015/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0323 Epoch 2016/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0323 Epoch 2017/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0323 Epoch 2018/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0323 Epoch 2019/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0323 Epoch 2020/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0323 Epoch 2021/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0323 Epoch 2022/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0322 Epoch 2023/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0322 Epoch 2024/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0322 Epoch 2025/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0322 Epoch 2026/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0322 Epoch 2027/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0322 Epoch 2028/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0322 Epoch 2029/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0322 Epoch 2030/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0322 Epoch 2031/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0321 Epoch 2032/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0321 Epoch 2033/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0321 Epoch 2034/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0321 Epoch 2035/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0321 Epoch 2036/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0321 Epoch 2037/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0321 Epoch 2038/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0321 Epoch 2039/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0321 Epoch 2040/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0321 Epoch 2041/5000 1/1 [==============================] - 0s 8ms/step - loss: 0.0320 Epoch 2042/5000 1/1 [==============================] - 0s 8ms/step - loss: 0.0320 Epoch 2043/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0320 Epoch 2044/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0320 Epoch 2045/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0320 Epoch 2046/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0320 Epoch 2047/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0320 Epoch 2048/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0319 Epoch 2049/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0320 Epoch 2050/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0320 Epoch 2051/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0319 Epoch 2052/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0319 Epoch 2053/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0319 Epoch 2054/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0319 Epoch 2055/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0319 Epoch 2056/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0319 Epoch 2057/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0319 Epoch 2058/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0318 Epoch 2059/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0319 Epoch 2060/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0319 Epoch 2061/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0318 Epoch 2062/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0318 Epoch 2063/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0318 Epoch 2064/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0318 Epoch 2065/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0318 Epoch 2066/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0318 Epoch 2067/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0318 Epoch 2068/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0318 Epoch 2069/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0317 Epoch 2070/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0317 Epoch 2071/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0317 Epoch 2072/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0317 Epoch 2073/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0317 Epoch 2074/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0317 Epoch 2075/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0317 Epoch 2076/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0317 Epoch 2077/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0316 Epoch 2078/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0316 Epoch 2079/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0316 Epoch 2080/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0316 Epoch 2081/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0316 Epoch 2082/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0316 Epoch 2083/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0316 Epoch 2084/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0316 Epoch 2085/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0315 Epoch 2086/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0315 Epoch 2087/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0315 Epoch 2088/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0315 Epoch 2089/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0315 Epoch 2090/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0315 Epoch 2091/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0315 Epoch 2092/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0315 Epoch 2093/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0315 Epoch 2094/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0314 Epoch 2095/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0314 Epoch 2096/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0314 Epoch 2097/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0314 Epoch 2098/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0314 Epoch 2099/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0314 Epoch 2100/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0314 Epoch 2101/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0314 Epoch 2102/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0313 Epoch 2103/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0313 Epoch 2104/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0313 Epoch 2105/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0313 Epoch 2106/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0313 Epoch 2107/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0313 Epoch 2108/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0313 Epoch 2109/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0313 Epoch 2110/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0313 Epoch 2111/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0312 Epoch 2112/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0312 Epoch 2113/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0312 Epoch 2114/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0312 Epoch 2115/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0312 Epoch 2116/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0312 Epoch 2117/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0312 Epoch 2118/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0312 Epoch 2119/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0312 Epoch 2120/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0311 Epoch 2121/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0311 Epoch 2122/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0311 Epoch 2123/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0311 Epoch 2124/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 2125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 2126/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 2127/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 2128/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0311 Epoch 2129/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 2130/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 2131/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0311 Epoch 2132/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 2133/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0310 Epoch 2134/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0310 Epoch 2135/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0310 Epoch 2136/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0310 Epoch 2137/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0310 Epoch 2138/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0310 Epoch 2139/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0310 Epoch 2140/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0309 Epoch 2141/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0309 Epoch 2142/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0309 Epoch 2143/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0309 Epoch 2144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0309 Epoch 2145/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0309 Epoch 2146/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0309 Epoch 2147/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0309 Epoch 2148/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2149/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2150/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2151/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2152/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2153/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2154/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0308 Epoch 2155/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2156/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0308 Epoch 2157/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0307 Epoch 2158/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0308 Epoch 2159/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2161/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 2162/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0307 Epoch 2163/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0307 Epoch 2164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0307 Epoch 2165/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0307 Epoch 2166/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0307 Epoch 2167/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0307 Epoch 2168/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0307 Epoch 2169/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0306 Epoch 2170/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0306 Epoch 2171/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0306 Epoch 2172/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0306 Epoch 2173/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0306 Epoch 2174/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0306 Epoch 2175/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0306 Epoch 2176/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0305 Epoch 2177/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0306 Epoch 2178/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0305 Epoch 2179/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0305 Epoch 2180/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0305 Epoch 2181/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0305 Epoch 2182/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0305 Epoch 2183/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0305 Epoch 2184/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0305 Epoch 2185/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0305 Epoch 2186/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0305 Epoch 2187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0305 Epoch 2188/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0304 Epoch 2189/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0304 Epoch 2190/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0304 Epoch 2191/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0304 Epoch 2192/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0304 Epoch 2193/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0303 Epoch 2194/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0303 Epoch 2195/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0303 Epoch 2196/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0303 Epoch 2197/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0303 Epoch 2198/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0303 Epoch 2199/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0303 Epoch 2200/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0303 Epoch 2201/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0303 Epoch 2202/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0302 Epoch 2203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0302 Epoch 2204/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0302 Epoch 2205/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0302 Epoch 2206/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0302 Epoch 2207/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0302 Epoch 2208/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0302 Epoch 2209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0302 Epoch 2210/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0301 Epoch 2211/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0301 Epoch 2212/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0301 Epoch 2213/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0301 Epoch 2214/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0301 Epoch 2215/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0301 Epoch 2216/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0301 Epoch 2217/5000 1/1 [==============================] - 0s 13ms/step - loss: 0.0301 Epoch 2218/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0301 Epoch 2219/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0301 Epoch 2220/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0301 Epoch 2221/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0300 Epoch 2222/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0300 Epoch 2223/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0300 Epoch 2224/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0300 Epoch 2225/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0300 Epoch 2226/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0300 Epoch 2227/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0300 Epoch 2228/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0300 Epoch 2229/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0300 Epoch 2230/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0300 Epoch 2231/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0299 Epoch 2232/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0299 Epoch 2233/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0299 Epoch 2234/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0299 Epoch 2235/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0299 Epoch 2236/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0299 Epoch 2237/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0299 Epoch 2238/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0299 Epoch 2239/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0298 Epoch 2240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0298 Epoch 2241/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0298 Epoch 2242/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0298 Epoch 2243/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0298 Epoch 2244/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0298 Epoch 2245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0298 Epoch 2246/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0298 Epoch 2247/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0298 Epoch 2248/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0298 Epoch 2249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0297 Epoch 2250/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0297 Epoch 2251/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0297 Epoch 2252/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0297 Epoch 2253/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0297 Epoch 2254/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0297 Epoch 2255/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0297 Epoch 2256/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0297 Epoch 2257/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0296 Epoch 2258/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0296 Epoch 2259/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0296 Epoch 2260/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0296 Epoch 2261/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0296 Epoch 2262/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0296 Epoch 2263/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0296 Epoch 2264/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0296 Epoch 2265/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0296 Epoch 2266/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0296 Epoch 2267/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0295 Epoch 2268/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0295 Epoch 2269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0295 Epoch 2270/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0295 Epoch 2271/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0295 Epoch 2272/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0295 Epoch 2273/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0294 Epoch 2274/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0295 Epoch 2275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0294 Epoch 2276/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0294 Epoch 2277/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0294 Epoch 2278/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0294 Epoch 2279/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0294 Epoch 2280/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0294 Epoch 2281/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0294 Epoch 2282/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0294 Epoch 2283/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0294 Epoch 2284/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0294 Epoch 2285/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0293 Epoch 2286/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0294 Epoch 2287/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0294 Epoch 2288/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0293 Epoch 2289/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0293 Epoch 2290/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0293 Epoch 2291/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0293 Epoch 2292/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0292 Epoch 2293/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0292 Epoch 2294/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0292 Epoch 2295/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0292 Epoch 2296/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0292 Epoch 2297/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0292 Epoch 2298/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0292 Epoch 2299/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0292 Epoch 2300/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0292 Epoch 2301/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0291 Epoch 2302/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0291 Epoch 2303/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0291 Epoch 2304/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0291 Epoch 2305/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0291 Epoch 2306/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0291 Epoch 2307/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0291 Epoch 2308/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0291 Epoch 2309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0291 Epoch 2310/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0291 Epoch 2311/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0291 Epoch 2312/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0291 Epoch 2313/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0290 Epoch 2314/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0290 Epoch 2315/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0290 Epoch 2316/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0290 Epoch 2317/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0290 Epoch 2318/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0290 Epoch 2319/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0289 Epoch 2320/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 2321/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0289 Epoch 2322/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 2323/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0289 Epoch 2324/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0289 Epoch 2325/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 2326/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 2327/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 2328/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 2329/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0288 Epoch 2330/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0288 Epoch 2331/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0288 Epoch 2332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0288 Epoch 2333/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0288 Epoch 2334/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0288 Epoch 2335/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0288 Epoch 2336/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0288 Epoch 2337/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0288 Epoch 2338/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0287 Epoch 2339/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0287 Epoch 2340/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0287 Epoch 2341/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0287 Epoch 2342/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0287 Epoch 2343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0287 Epoch 2344/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0287 Epoch 2345/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0287 Epoch 2346/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0286 Epoch 2347/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 2348/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0287 Epoch 2349/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0286 Epoch 2350/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 2351/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0286 Epoch 2352/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 2353/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 2354/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0286 Epoch 2355/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 2356/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 2357/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0285 Epoch 2358/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0285 Epoch 2359/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0285 Epoch 2360/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0285 Epoch 2361/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0285 Epoch 2362/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0285 Epoch 2363/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0285 Epoch 2364/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0285 Epoch 2365/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 2366/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0284 Epoch 2367/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0284 Epoch 2368/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 2369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 2370/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 2371/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0284 Epoch 2372/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 2373/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0284 Epoch 2374/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0283 Epoch 2375/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0283 Epoch 2376/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0283 Epoch 2377/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0283 Epoch 2378/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0283 Epoch 2379/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0283 Epoch 2380/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0283 Epoch 2381/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0283 Epoch 2382/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0283 Epoch 2383/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2384/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2385/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2386/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2387/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2388/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2389/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2390/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2391/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 2392/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0282 Epoch 2393/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0281 Epoch 2394/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0281 Epoch 2395/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0281 Epoch 2396/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0281 Epoch 2397/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0281 Epoch 2398/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0281 Epoch 2399/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0281 Epoch 2400/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 2401/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0280 Epoch 2402/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0280 Epoch 2403/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0280 Epoch 2404/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 2405/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 2406/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 2407/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0280 Epoch 2408/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 2409/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0280 Epoch 2410/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 2411/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0280 Epoch 2412/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0279 Epoch 2413/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0279 Epoch 2414/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0279 Epoch 2415/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0279 Epoch 2416/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0279 Epoch 2417/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0279 Epoch 2418/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0279 Epoch 2419/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0279 Epoch 2420/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0278 Epoch 2421/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0278 Epoch 2422/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0278 Epoch 2423/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0278 Epoch 2424/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0278 Epoch 2425/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0278 Epoch 2426/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0278 Epoch 2427/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0278 Epoch 2428/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0278 Epoch 2429/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0278 Epoch 2430/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0277 Epoch 2431/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0277 Epoch 2432/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0277 Epoch 2433/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0277 Epoch 2434/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0277 Epoch 2435/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0277 Epoch 2436/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0277 Epoch 2437/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0277 Epoch 2438/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0277 Epoch 2439/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0277 Epoch 2440/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0277 Epoch 2441/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0276 Epoch 2442/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0276 Epoch 2443/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0276 Epoch 2444/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0276 Epoch 2445/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0276 Epoch 2446/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0276 Epoch 2447/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0275 Epoch 2448/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0276 Epoch 2449/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0276 Epoch 2450/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0275 Epoch 2451/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 2452/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0275 Epoch 2453/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 2454/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 2455/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0275 Epoch 2456/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0275 Epoch 2457/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 2458/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 2459/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0275 Epoch 2460/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0274 Epoch 2461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 2462/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 2463/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0274 Epoch 2464/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 2465/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0273 Epoch 2466/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0273 Epoch 2467/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0273 Epoch 2468/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0273 Epoch 2469/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0273 Epoch 2470/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0273 Epoch 2471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0273 Epoch 2472/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0273 Epoch 2473/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0273 Epoch 2474/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0273 Epoch 2475/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0272 Epoch 2476/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0272 Epoch 2477/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0272 Epoch 2478/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0272 Epoch 2479/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0272 Epoch 2480/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0272 Epoch 2481/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0272 Epoch 2482/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0272 Epoch 2483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0271 Epoch 2484/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0271 Epoch 2485/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0271 Epoch 2486/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0271 Epoch 2487/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0271 Epoch 2488/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0271 Epoch 2489/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0271 Epoch 2490/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0271 Epoch 2491/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0271 Epoch 2492/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0271 Epoch 2493/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0270 Epoch 2494/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 2495/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0270 Epoch 2496/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 2497/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0270 Epoch 2498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 2499/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0270 Epoch 2500/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 2501/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0269 Epoch 2502/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0269 Epoch 2503/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0269 Epoch 2504/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0269 Epoch 2505/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0269 Epoch 2506/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0269 Epoch 2507/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0269 Epoch 2508/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0269 Epoch 2509/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0269 Epoch 2510/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0269 Epoch 2511/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0268 Epoch 2512/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0268 Epoch 2513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0268 Epoch 2514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0268 Epoch 2515/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0268 Epoch 2516/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0268 Epoch 2517/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0268 Epoch 2518/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0268 Epoch 2519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0268 Epoch 2520/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0267 Epoch 2521/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 2522/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0267 Epoch 2523/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0267 Epoch 2524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 2525/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 2526/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0267 Epoch 2527/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0267 Epoch 2528/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 2529/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 2530/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 2531/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 2532/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 2533/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0266 Epoch 2534/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 2535/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0266 Epoch 2536/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 2537/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0266 Epoch 2538/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0266 Epoch 2539/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0266 Epoch 2540/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0266 Epoch 2541/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0265 Epoch 2542/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 2543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 2544/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0265 Epoch 2545/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 2546/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 2547/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0265 Epoch 2548/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 2549/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0264 Epoch 2550/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0264 Epoch 2551/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0264 Epoch 2552/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0264 Epoch 2553/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0264 Epoch 2554/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0264 Epoch 2555/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0264 Epoch 2556/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0263 Epoch 2557/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0263 Epoch 2558/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0263 Epoch 2559/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0263 Epoch 2560/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0263 Epoch 2561/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0263 Epoch 2562/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0263 Epoch 2563/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0263 Epoch 2564/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0263 Epoch 2565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0262 Epoch 2566/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0262 Epoch 2567/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0262 Epoch 2568/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0262 Epoch 2569/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0262 Epoch 2570/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0262 Epoch 2571/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0262 Epoch 2572/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0262 Epoch 2573/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0262 Epoch 2574/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0262 Epoch 2575/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0262 Epoch 2576/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0262 Epoch 2577/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 2578/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 2579/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 2580/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 2581/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 2582/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0261 Epoch 2583/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0261 Epoch 2584/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 2585/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0260 Epoch 2586/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0260 Epoch 2587/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0260 Epoch 2588/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0260 Epoch 2589/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0260 Epoch 2590/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0260 Epoch 2591/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0260 Epoch 2592/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0260 Epoch 2593/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0260 Epoch 2594/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 2595/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 2596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 2597/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 2598/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 2599/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0259 Epoch 2600/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0259 Epoch 2601/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0259 Epoch 2602/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 2603/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0258 Epoch 2604/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0258 Epoch 2605/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 2606/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0258 Epoch 2607/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0258 Epoch 2608/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0258 Epoch 2609/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0258 Epoch 2610/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0258 Epoch 2611/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0257 Epoch 2612/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0257 Epoch 2613/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0257 Epoch 2614/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0257 Epoch 2615/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0257 Epoch 2616/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0257 Epoch 2617/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0257 Epoch 2618/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0257 Epoch 2619/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0257 Epoch 2620/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0257 Epoch 2621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0257 Epoch 2622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0256 Epoch 2623/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0256 Epoch 2624/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0256 Epoch 2625/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0256 Epoch 2626/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0256 Epoch 2627/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0256 Epoch 2628/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0256 Epoch 2629/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0256 Epoch 2630/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0255 Epoch 2631/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0255 Epoch 2632/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0255 Epoch 2633/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0255 Epoch 2634/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0255 Epoch 2635/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0255 Epoch 2636/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0255 Epoch 2637/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0255 Epoch 2638/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0255 Epoch 2639/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0255 Epoch 2640/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 2641/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0254 Epoch 2642/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 2643/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 2644/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0254 Epoch 2645/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0254 Epoch 2646/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 2647/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 2648/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0254 Epoch 2649/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0253 Epoch 2650/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0253 Epoch 2651/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0253 Epoch 2652/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0253 Epoch 2653/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0253 Epoch 2654/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0253 Epoch 2655/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0253 Epoch 2656/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0253 Epoch 2657/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0253 Epoch 2658/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0252 Epoch 2659/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0252 Epoch 2660/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0252 Epoch 2661/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0252 Epoch 2662/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0252 Epoch 2663/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0252 Epoch 2664/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0252 Epoch 2665/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0252 Epoch 2666/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0251 Epoch 2667/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0251 Epoch 2668/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 2669/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0251 Epoch 2670/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0251 Epoch 2671/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 2672/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 2673/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0251 Epoch 2674/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0251 Epoch 2675/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 2676/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 2677/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0250 Epoch 2678/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0250 Epoch 2679/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0250 Epoch 2680/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 2681/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 2682/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0250 Epoch 2683/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0250 Epoch 2684/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 2685/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0249 Epoch 2686/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 2687/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 2688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 2689/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0249 Epoch 2690/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 2691/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0249 Epoch 2692/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 2693/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0249 Epoch 2694/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0248 Epoch 2695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 2696/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0248 Epoch 2697/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0248 Epoch 2698/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 2699/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0248 Epoch 2700/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0248 Epoch 2701/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 2702/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0248 Epoch 2703/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0248 Epoch 2704/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0247 Epoch 2705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0247 Epoch 2706/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0247 Epoch 2707/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0247 Epoch 2708/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0247 Epoch 2709/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0247 Epoch 2710/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0247 Epoch 2711/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0247 Epoch 2712/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0247 Epoch 2713/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0247 Epoch 2714/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0247 Epoch 2715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 2716/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0246 Epoch 2717/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 2718/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0246 Epoch 2719/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 2720/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0245 Epoch 2721/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 2722/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 2723/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0245 Epoch 2724/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0245 Epoch 2725/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0245 Epoch 2726/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0245 Epoch 2727/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0245 Epoch 2728/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0245 Epoch 2729/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0245 Epoch 2730/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 2731/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0244 Epoch 2732/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 2733/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 2734/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0244 Epoch 2735/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 2736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 2737/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0244 Epoch 2738/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0244 Epoch 2739/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0243 Epoch 2740/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 2741/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 2742/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 2743/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0243 Epoch 2744/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 2745/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 2746/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0243 Epoch 2747/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 2748/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0243 Epoch 2749/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0242 Epoch 2750/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0242 Epoch 2751/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0242 Epoch 2752/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0242 Epoch 2753/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0242 Epoch 2754/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0242 Epoch 2755/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0242 Epoch 2756/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0242 Epoch 2757/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0242 Epoch 2758/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0242 Epoch 2759/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 2760/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0241 Epoch 2761/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0241 Epoch 2762/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 2763/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0241 Epoch 2764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 2765/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 2766/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0240 Epoch 2767/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0240 Epoch 2768/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0240 Epoch 2769/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0240 Epoch 2770/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0240 Epoch 2771/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0240 Epoch 2772/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0240 Epoch 2773/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0240 Epoch 2774/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0240 Epoch 2775/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0239 Epoch 2776/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0239 Epoch 2777/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0239 Epoch 2778/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0239 Epoch 2779/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0239 Epoch 2780/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0239 Epoch 2781/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0239 Epoch 2782/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0239 Epoch 2783/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0239 Epoch 2784/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0238 Epoch 2785/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0239 Epoch 2786/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0238 Epoch 2787/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0238 Epoch 2788/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0238 Epoch 2789/5000 1/1 [==============================] - 0s 19ms/step - loss: 0.0238 Epoch 2790/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0238 Epoch 2791/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0238 Epoch 2792/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0238 Epoch 2793/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0238 Epoch 2794/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0238 Epoch 2795/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0238 Epoch 2796/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0237 Epoch 2797/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0237 Epoch 2798/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0237 Epoch 2799/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0237 Epoch 2800/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0237 Epoch 2801/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0237 Epoch 2802/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0237 Epoch 2803/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0237 Epoch 2804/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0236 Epoch 2805/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0236 Epoch 2806/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0236 Epoch 2807/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0236 Epoch 2808/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0236 Epoch 2809/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0236 Epoch 2810/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0236 Epoch 2811/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0236 Epoch 2812/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0236 Epoch 2813/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0236 Epoch 2814/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0235 Epoch 2815/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 2816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 2817/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0235 Epoch 2818/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0235 Epoch 2819/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0235 Epoch 2820/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0235 Epoch 2821/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0235 Epoch 2822/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0235 Epoch 2823/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 2824/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 2825/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0234 Epoch 2826/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0234 Epoch 2827/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0234 Epoch 2828/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0234 Epoch 2829/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0234 Epoch 2830/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0234 Epoch 2831/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0234 Epoch 2832/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0234 Epoch 2833/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0233 Epoch 2834/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0233 Epoch 2835/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0233 Epoch 2836/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0233 Epoch 2837/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0233 Epoch 2838/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0233 Epoch 2839/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0233 Epoch 2840/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0233 Epoch 2841/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0233 Epoch 2842/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0232 Epoch 2843/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 2844/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 2845/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 2846/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0232 Epoch 2847/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 2848/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0232 Epoch 2849/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 2850/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0232 Epoch 2851/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0232 Epoch 2852/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0231 Epoch 2853/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0231 Epoch 2854/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0231 Epoch 2855/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0231 Epoch 2856/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0231 Epoch 2857/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0231 Epoch 2858/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0231 Epoch 2859/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0230 Epoch 2860/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0231 Epoch 2861/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0231 Epoch 2862/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0230 Epoch 2863/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0230 Epoch 2864/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0230 Epoch 2865/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0230 Epoch 2866/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0230 Epoch 2867/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0230 Epoch 2868/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0230 Epoch 2869/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0230 Epoch 2870/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0229 Epoch 2871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0229 Epoch 2872/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0229 Epoch 2873/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0229 Epoch 2874/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0229 Epoch 2875/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0229 Epoch 2876/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0229 Epoch 2877/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0229 Epoch 2878/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0229 Epoch 2879/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0229 Epoch 2880/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0228 Epoch 2881/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0228 Epoch 2882/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0228 Epoch 2883/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0228 Epoch 2884/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0228 Epoch 2885/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0228 Epoch 2886/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0228 Epoch 2887/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0227 Epoch 2888/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0227 Epoch 2889/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0227 Epoch 2890/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0227 Epoch 2891/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0227 Epoch 2892/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0227 Epoch 2893/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0227 Epoch 2894/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0227 Epoch 2895/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0227 Epoch 2896/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0226 Epoch 2897/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0226 Epoch 2898/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0226 Epoch 2899/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0226 Epoch 2900/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0226 Epoch 2901/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0226 Epoch 2902/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0226 Epoch 2903/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0226 Epoch 2904/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0226 Epoch 2905/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0225 Epoch 2906/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0225 Epoch 2907/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0225 Epoch 2908/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0225 Epoch 2909/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0225 Epoch 2910/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0225 Epoch 2911/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0225 Epoch 2912/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0225 Epoch 2913/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0225 Epoch 2914/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0224 Epoch 2915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0224 Epoch 2916/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0224 Epoch 2917/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0224 Epoch 2918/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0224 Epoch 2919/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0224 Epoch 2920/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0224 Epoch 2921/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0224 Epoch 2922/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0224 Epoch 2923/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0223 Epoch 2924/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0224 Epoch 2925/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 2926/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0223 Epoch 2927/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0223 Epoch 2928/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0223 Epoch 2929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 2930/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 2931/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 2932/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 2933/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0222 Epoch 2934/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 2935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 2936/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0222 Epoch 2937/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 2938/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 2939/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0222 Epoch 2940/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0222 Epoch 2941/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 2942/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0221 Epoch 2943/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 2944/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 2945/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0221 Epoch 2946/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0221 Epoch 2947/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 2948/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0221 Epoch 2949/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0220 Epoch 2950/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0220 Epoch 2951/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0220 Epoch 2952/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0220 Epoch 2953/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0220 Epoch 2954/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0220 Epoch 2955/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0220 Epoch 2956/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0220 Epoch 2957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0220 Epoch 2958/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0220 Epoch 2959/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0219 Epoch 2960/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 2961/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 2962/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0219 Epoch 2963/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 2964/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 2965/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 2966/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0219 Epoch 2967/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 2968/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 2969/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0219 Epoch 2970/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0218 Epoch 2971/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0218 Epoch 2972/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0218 Epoch 2973/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0218 Epoch 2974/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0218 Epoch 2975/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0218 Epoch 2976/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0218 Epoch 2977/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0218 Epoch 2978/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0218 Epoch 2979/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0218 Epoch 2980/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0217 Epoch 2981/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0217 Epoch 2982/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0217 Epoch 2983/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0217 Epoch 2984/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0217 Epoch 2985/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0217 Epoch 2986/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0217 Epoch 2987/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0216 Epoch 2988/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0216 Epoch 2989/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0216 Epoch 2990/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0216 Epoch 2991/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0216 Epoch 2992/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0216 Epoch 2993/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0216 Epoch 2994/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0216 Epoch 2995/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0215 Epoch 2996/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0216 Epoch 2997/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0215 Epoch 2998/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0215 Epoch 2999/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0215 Epoch 3000/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0215 Epoch 3001/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0215 Epoch 3002/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0215 Epoch 3003/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0215 Epoch 3004/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0214 Epoch 3005/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0214 Epoch 3006/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 3007/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0214 Epoch 3008/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 3009/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0214 Epoch 3010/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 3011/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0214 Epoch 3012/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0214 Epoch 3013/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 3014/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0213 Epoch 3015/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 3016/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 3017/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0213 Epoch 3018/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0213 Epoch 3019/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0213 Epoch 3020/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 3021/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0213 Epoch 3022/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 3023/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 3024/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 3025/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0212 Epoch 3026/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0212 Epoch 3027/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0212 Epoch 3028/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0212 Epoch 3029/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0212 Epoch 3030/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0212 Epoch 3031/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0212 Epoch 3032/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0212 Epoch 3033/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0212 Epoch 3034/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0212 Epoch 3035/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 3036/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 3037/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 3038/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0211 Epoch 3039/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 3040/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0211 Epoch 3041/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 3042/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 3043/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 3044/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0210 Epoch 3045/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 3046/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 3047/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0210 Epoch 3048/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 3049/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 3050/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0210 Epoch 3051/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 3052/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0209 Epoch 3053/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0209 Epoch 3054/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0209 Epoch 3055/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0209 Epoch 3056/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0209 Epoch 3057/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0209 Epoch 3058/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0209 Epoch 3059/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0209 Epoch 3060/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0209 Epoch 3061/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0208 Epoch 3062/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0208 Epoch 3063/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0208 Epoch 3064/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0208 Epoch 3065/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0208 Epoch 3066/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0208 Epoch 3067/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0208 Epoch 3068/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0208 Epoch 3069/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0208 Epoch 3070/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0207 Epoch 3071/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0207 Epoch 3072/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 3073/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 3074/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 3075/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 3076/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0207 Epoch 3077/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 3078/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0206 Epoch 3079/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0206 Epoch 3080/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 3081/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0206 Epoch 3082/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 3083/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0206 Epoch 3084/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 3085/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 3086/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 3087/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0205 Epoch 3088/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0206 Epoch 3089/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0205 Epoch 3090/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0205 Epoch 3091/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0205 Epoch 3092/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0205 Epoch 3093/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0205 Epoch 3094/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0205 Epoch 3095/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0205 Epoch 3096/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0205 Epoch 3097/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0205 Epoch 3098/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 3099/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0204 Epoch 3100/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 3101/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0204 Epoch 3102/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0204 Epoch 3103/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 3104/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 3105/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 3106/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0203 Epoch 3107/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0203 Epoch 3108/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 3109/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 3110/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 3111/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0203 Epoch 3112/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 3113/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0203 Epoch 3114/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0203 Epoch 3115/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0202 Epoch 3116/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0202 Epoch 3117/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0202 Epoch 3118/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0202 Epoch 3119/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0202 Epoch 3120/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0202 Epoch 3121/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0202 Epoch 3122/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0202 Epoch 3123/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0202 Epoch 3124/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0201 Epoch 3125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0201 Epoch 3126/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0201 Epoch 3127/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0201 Epoch 3128/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0201 Epoch 3129/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0201 Epoch 3130/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0201 Epoch 3131/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0201 Epoch 3132/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0201 Epoch 3133/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0201 Epoch 3134/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0200 Epoch 3135/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0200 Epoch 3136/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 3137/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0200 Epoch 3138/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0200 Epoch 3139/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 3140/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 3141/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 3142/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0200 Epoch 3143/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0199 Epoch 3144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0199 Epoch 3145/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0199 Epoch 3146/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0199 Epoch 3147/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0199 Epoch 3148/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0199 Epoch 3149/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0199 Epoch 3150/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0199 Epoch 3151/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0199 Epoch 3152/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0198 Epoch 3153/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0198 Epoch 3154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0198 Epoch 3155/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0198 Epoch 3156/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0198 Epoch 3157/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0198 Epoch 3158/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0198 Epoch 3159/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0198 Epoch 3160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 3161/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0197 Epoch 3162/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0197 Epoch 3163/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 3164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 3165/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 3166/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0197 Epoch 3167/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 3168/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0197 Epoch 3169/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 3170/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0197 Epoch 3171/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0196 Epoch 3172/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 3173/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 3174/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0196 Epoch 3175/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 3176/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 3177/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0196 Epoch 3178/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0196 Epoch 3179/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 3180/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0195 Epoch 3181/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0195 Epoch 3182/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0195 Epoch 3183/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0195 Epoch 3184/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0195 Epoch 3185/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0195 Epoch 3186/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0195 Epoch 3187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0195 Epoch 3188/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0195 Epoch 3189/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 3190/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 3191/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0194 Epoch 3192/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 3193/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 3194/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0194 Epoch 3195/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 3196/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0194 Epoch 3197/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0194 Epoch 3198/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0193 Epoch 3199/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0193 Epoch 3200/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0193 Epoch 3201/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0193 Epoch 3202/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0193 Epoch 3203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0193 Epoch 3204/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0193 Epoch 3205/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0193 Epoch 3206/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0192 Epoch 3207/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0193 Epoch 3208/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0192 Epoch 3209/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0192 Epoch 3210/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0192 Epoch 3211/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0192 Epoch 3212/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0192 Epoch 3213/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0192 Epoch 3214/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0192 Epoch 3215/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0192 Epoch 3216/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0192 Epoch 3217/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0191 Epoch 3218/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 3219/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 3220/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0191 Epoch 3221/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 3222/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 3223/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0191 Epoch 3224/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0190 Epoch 3225/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0190 Epoch 3226/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0190 Epoch 3227/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0190 Epoch 3228/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 3229/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 3230/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 3231/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 3232/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 3233/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0189 Epoch 3234/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0189 Epoch 3235/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0189 Epoch 3236/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0189 Epoch 3237/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 3238/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0189 Epoch 3239/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0189 Epoch 3240/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0189 Epoch 3241/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 3242/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 3243/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3244/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3245/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0188 Epoch 3246/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0188 Epoch 3247/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3248/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3250/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3251/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3252/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 3253/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0187 Epoch 3254/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0187 Epoch 3255/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0187 Epoch 3256/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0187 Epoch 3257/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0187 Epoch 3258/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0187 Epoch 3259/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0187 Epoch 3260/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0187 Epoch 3261/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0187 Epoch 3262/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0186 Epoch 3263/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0186 Epoch 3264/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0186 Epoch 3265/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0186 Epoch 3266/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0186 Epoch 3267/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0186 Epoch 3268/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0186 Epoch 3269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0186 Epoch 3270/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0186 Epoch 3271/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0185 Epoch 3272/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0185 Epoch 3273/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 3274/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 3275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 3276/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0185 Epoch 3277/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0185 Epoch 3278/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 3279/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0185 Epoch 3280/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0184 Epoch 3281/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0184 Epoch 3282/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 3283/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 3284/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 3285/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 3286/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 3287/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0184 Epoch 3288/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0183 Epoch 3289/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 3290/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 3291/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0183 Epoch 3292/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 3293/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 3294/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0183 Epoch 3295/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 3296/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0183 Epoch 3297/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 3298/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0182 Epoch 3299/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 3300/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 3301/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 3302/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 3303/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0182 Epoch 3304/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 3305/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0182 Epoch 3306/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0181 Epoch 3307/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 3308/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0181 Epoch 3309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 3310/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 3311/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 3312/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0181 Epoch 3313/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0181 Epoch 3314/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0181 Epoch 3315/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0181 Epoch 3316/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 3317/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0180 Epoch 3318/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0180 Epoch 3319/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0180 Epoch 3320/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0180 Epoch 3321/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0180 Epoch 3322/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0180 Epoch 3323/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0180 Epoch 3324/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0180 Epoch 3325/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0180 Epoch 3326/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0179 Epoch 3327/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0179 Epoch 3328/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0179 Epoch 3329/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0179 Epoch 3330/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0179 Epoch 3331/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0179 Epoch 3332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0179 Epoch 3333/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0179 Epoch 3334/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0178 Epoch 3335/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0178 Epoch 3336/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0178 Epoch 3337/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0178 Epoch 3338/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0178 Epoch 3339/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0178 Epoch 3340/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0178 Epoch 3341/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0178 Epoch 3342/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0178 Epoch 3343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 3344/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 3345/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 3346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 3347/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0177 Epoch 3348/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0177 Epoch 3349/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 3350/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0177 Epoch 3351/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0177 Epoch 3352/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0176 Epoch 3353/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 3354/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0176 Epoch 3355/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 3356/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 3357/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0176 Epoch 3358/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 3359/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0176 Epoch 3360/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0176 Epoch 3361/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0176 Epoch 3362/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 3363/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0175 Epoch 3364/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 3365/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0175 Epoch 3366/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 3367/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0175 Epoch 3368/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 3369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 3370/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0174 Epoch 3371/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 3372/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0175 Epoch 3373/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 3374/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 3375/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 3376/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0174 Epoch 3377/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 3378/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0174 Epoch 3379/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 3380/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0174 Epoch 3381/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0173 Epoch 3382/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0173 Epoch 3383/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0173 Epoch 3384/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0173 Epoch 3385/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0173 Epoch 3386/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0173 Epoch 3387/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0173 Epoch 3388/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0173 Epoch 3389/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0173 Epoch 3390/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0172 Epoch 3391/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0172 Epoch 3392/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0172 Epoch 3393/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0172 Epoch 3394/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0172 Epoch 3395/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0172 Epoch 3396/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0172 Epoch 3397/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0172 Epoch 3398/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0172 Epoch 3399/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0172 Epoch 3400/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0172 Epoch 3401/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0171 Epoch 3402/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0171 Epoch 3403/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0171 Epoch 3404/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0171 Epoch 3405/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0171 Epoch 3406/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0171 Epoch 3407/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0171 Epoch 3408/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0170 Epoch 3409/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0171 Epoch 3410/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0170 Epoch 3411/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 3412/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 3413/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 3414/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 3415/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0170 Epoch 3416/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0170 Epoch 3417/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0170 Epoch 3418/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0170 Epoch 3419/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 3420/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0169 Epoch 3421/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0169 Epoch 3422/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0169 Epoch 3423/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0169 Epoch 3424/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0169 Epoch 3425/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0169 Epoch 3426/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0169 Epoch 3427/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0169 Epoch 3428/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0168 Epoch 3429/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0168 Epoch 3430/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0168 Epoch 3431/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0168 Epoch 3432/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0168 Epoch 3433/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0168 Epoch 3434/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0168 Epoch 3435/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0168 Epoch 3436/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 3437/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 3438/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0167 Epoch 3439/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0167 Epoch 3440/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0167 Epoch 3441/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 3442/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 3443/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0167 Epoch 3444/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 3445/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 3446/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 3447/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 3448/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0166 Epoch 3449/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0166 Epoch 3450/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0166 Epoch 3451/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 3452/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0165 Epoch 3453/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 3454/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0166 Epoch 3455/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0165 Epoch 3456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0165 Epoch 3457/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0165 Epoch 3458/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0165 Epoch 3459/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0165 Epoch 3460/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0165 Epoch 3461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0165 Epoch 3462/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0165 Epoch 3463/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0164 Epoch 3464/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0164 Epoch 3465/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0164 Epoch 3466/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0164 Epoch 3467/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0164 Epoch 3468/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0164 Epoch 3469/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0164 Epoch 3470/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0163 Epoch 3471/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0164 Epoch 3472/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0164 Epoch 3473/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0163 Epoch 3474/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0163 Epoch 3475/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0163 Epoch 3476/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0163 Epoch 3477/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0163 Epoch 3478/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0163 Epoch 3479/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0163 Epoch 3480/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 3481/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0162 Epoch 3482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 3483/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0162 Epoch 3484/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0162 Epoch 3485/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 3486/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 3487/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 3488/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 3489/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 3490/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0161 Epoch 3491/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 3492/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 3493/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 3494/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 3495/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0161 Epoch 3496/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0161 Epoch 3497/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0161 Epoch 3498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 3499/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 3500/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0160 Epoch 3501/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0160 Epoch 3502/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0160 Epoch 3503/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 3504/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0160 Epoch 3505/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 3506/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 3507/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0160 Epoch 3508/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 3509/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0160 Epoch 3510/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0159 Epoch 3511/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 3512/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0159 Epoch 3513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 3514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 3515/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 3516/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 3517/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0158 Epoch 3518/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0158 Epoch 3519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 3520/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 3521/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0158 Epoch 3522/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 3523/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 3524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 3525/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0157 Epoch 3526/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0157 Epoch 3527/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0157 Epoch 3528/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 3529/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 3530/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 3531/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 3532/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0157 Epoch 3533/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 3534/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0157 Epoch 3535/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0156 Epoch 3536/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0156 Epoch 3537/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0156 Epoch 3538/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0156 Epoch 3539/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0156 Epoch 3540/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0156 Epoch 3541/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0156 Epoch 3542/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0156 Epoch 3543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0156 Epoch 3544/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0156 Epoch 3545/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0155 Epoch 3546/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 3547/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 3548/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 3549/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 3550/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 3551/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0155 Epoch 3552/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 3553/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0155 Epoch 3554/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 3555/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0154 Epoch 3556/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0154 Epoch 3557/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 3558/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0154 Epoch 3559/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0154 Epoch 3560/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 3561/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 3562/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 3563/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0153 Epoch 3564/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0153 Epoch 3565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 3566/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0153 Epoch 3567/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0153 Epoch 3568/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 3569/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 3570/5000 1/1 [==============================] - 0s 16ms/step - loss: 0.0153 Epoch 3571/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 3572/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0153 Epoch 3573/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0152 Epoch 3574/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0152 Epoch 3575/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0152 Epoch 3576/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0152 Epoch 3577/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0152 Epoch 3578/5000 1/1 [==============================] - 0s 19ms/step - loss: 0.0152 Epoch 3579/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0152 Epoch 3580/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0151 Epoch 3581/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 3582/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0151 Epoch 3583/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 3584/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0151 Epoch 3585/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 3586/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 3587/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0151 Epoch 3588/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 3589/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 3590/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0151 Epoch 3591/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 3592/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0150 Epoch 3593/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0150 Epoch 3594/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 3595/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0150 Epoch 3596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 3597/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 3598/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 3599/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0149 Epoch 3600/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 3601/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0149 Epoch 3602/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 3603/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 3604/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0149 Epoch 3605/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0149 Epoch 3606/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 3607/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0149 Epoch 3608/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 3609/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 3610/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 3611/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 3612/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 3613/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0148 Epoch 3614/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 3615/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0148 Epoch 3616/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0148 Epoch 3617/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0148 Epoch 3618/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0148 Epoch 3619/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 3620/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 3621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 3622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 3623/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 3624/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 3625/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0147 Epoch 3626/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0147 Epoch 3627/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 3628/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0147 Epoch 3629/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0146 Epoch 3630/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0146 Epoch 3631/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0146 Epoch 3632/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0146 Epoch 3633/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0146 Epoch 3634/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0146 Epoch 3635/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0146 Epoch 3636/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3637/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3638/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3639/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3640/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3641/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3642/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3643/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0145 Epoch 3644/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 3645/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0145 Epoch 3646/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 3647/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0145 Epoch 3648/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 3649/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0144 Epoch 3650/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0144 Epoch 3651/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 3652/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 3653/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0144 Epoch 3654/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0144 Epoch 3655/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0144 Epoch 3656/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 3657/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0143 Epoch 3658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 3659/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 3660/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 3661/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 3662/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0143 Epoch 3663/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0143 Epoch 3664/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0142 Epoch 3665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0142 Epoch 3666/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0142 Epoch 3667/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0142 Epoch 3668/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0142 Epoch 3669/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0142 Epoch 3670/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0142 Epoch 3671/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0142 Epoch 3672/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0142 Epoch 3673/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0142 Epoch 3674/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0141 Epoch 3675/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0141 Epoch 3676/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0141 Epoch 3677/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0141 Epoch 3678/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0141 Epoch 3679/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0141 Epoch 3680/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0141 Epoch 3681/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0141 Epoch 3682/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0140 Epoch 3683/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 3684/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0140 Epoch 3685/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0140 Epoch 3686/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 3687/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 3688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 3689/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0140 Epoch 3690/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 3691/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0139 Epoch 3692/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 3693/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 3694/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 3695/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0139 Epoch 3696/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0139 Epoch 3697/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 3698/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0139 Epoch 3699/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0139 Epoch 3700/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0139 Epoch 3701/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0138 Epoch 3702/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0138 Epoch 3703/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0138 Epoch 3704/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0138 Epoch 3705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0138 Epoch 3706/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0138 Epoch 3707/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0138 Epoch 3708/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0138 Epoch 3709/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0138 Epoch 3710/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0137 Epoch 3711/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0137 Epoch 3712/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0137 Epoch 3713/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0137 Epoch 3714/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0137 Epoch 3715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0137 Epoch 3716/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0137 Epoch 3717/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0137 Epoch 3718/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0137 Epoch 3719/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0136 Epoch 3720/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0136 Epoch 3721/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0136 Epoch 3722/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0136 Epoch 3723/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0136 Epoch 3724/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0136 Epoch 3725/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0136 Epoch 3726/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0136 Epoch 3727/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0136 Epoch 3728/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0136 Epoch 3729/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0136 Epoch 3730/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0135 Epoch 3731/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 3732/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0135 Epoch 3733/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0135 Epoch 3734/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0135 Epoch 3735/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0135 Epoch 3736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 3737/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 3738/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0134 Epoch 3739/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0134 Epoch 3740/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0134 Epoch 3741/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0134 Epoch 3742/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0134 Epoch 3743/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0134 Epoch 3744/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0134 Epoch 3745/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 3746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 3747/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 3748/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0133 Epoch 3749/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0133 Epoch 3750/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0133 Epoch 3751/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0133 Epoch 3752/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 3753/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 3754/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0132 Epoch 3755/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0132 Epoch 3756/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0132 Epoch 3757/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0132 Epoch 3758/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0132 Epoch 3759/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0132 Epoch 3760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0132 Epoch 3761/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0132 Epoch 3762/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0132 Epoch 3763/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0132 Epoch 3764/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0132 Epoch 3765/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0131 Epoch 3766/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0131 Epoch 3767/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0131 Epoch 3768/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0131 Epoch 3769/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0131 Epoch 3770/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0131 Epoch 3771/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0131 Epoch 3772/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0130 Epoch 3773/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0131 Epoch 3774/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0131 Epoch 3775/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0130 Epoch 3776/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0130 Epoch 3777/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0130 Epoch 3778/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0130 Epoch 3779/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0130 Epoch 3780/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0130 Epoch 3781/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0130 Epoch 3782/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 3783/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0129 Epoch 3784/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 3785/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 3786/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0129 Epoch 3787/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0129 Epoch 3788/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 3789/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 3790/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 3791/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 3792/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0128 Epoch 3793/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0128 Epoch 3794/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0128 Epoch 3795/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0128 Epoch 3796/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0128 Epoch 3797/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0128 Epoch 3798/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0128 Epoch 3799/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0127 Epoch 3800/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0127 Epoch 3801/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 3802/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0127 Epoch 3803/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 3804/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 3805/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 3806/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0127 Epoch 3807/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 3808/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 3809/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 3810/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0126 Epoch 3811/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 3812/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0126 Epoch 3813/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0126 Epoch 3814/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 3815/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0126 Epoch 3816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 3817/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 3818/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0126 Epoch 3819/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 3820/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0125 Epoch 3821/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 3822/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 3823/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 3824/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 3825/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0125 Epoch 3826/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 3827/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0124 Epoch 3828/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0124 Epoch 3829/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0124 Epoch 3830/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0124 Epoch 3831/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0124 Epoch 3832/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0124 Epoch 3833/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0124 Epoch 3834/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0124 Epoch 3835/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0124 Epoch 3836/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0123 Epoch 3837/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0123 Epoch 3838/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0123 Epoch 3839/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0123 Epoch 3840/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0123 Epoch 3841/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0123 Epoch 3842/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0123 Epoch 3843/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0123 Epoch 3844/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0123 Epoch 3845/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0123 Epoch 3846/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0123 Epoch 3847/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0122 Epoch 3848/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 3849/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0122 Epoch 3850/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0122 Epoch 3851/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0122 Epoch 3852/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 3853/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 3854/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 3855/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0121 Epoch 3856/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0121 Epoch 3857/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0121 Epoch 3858/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0121 Epoch 3859/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0121 Epoch 3860/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0121 Epoch 3861/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0121 Epoch 3862/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0121 Epoch 3863/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0121 Epoch 3864/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0120 Epoch 3865/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0120 Epoch 3866/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0120 Epoch 3867/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0120 Epoch 3868/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0120 Epoch 3869/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0120 Epoch 3870/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0120 Epoch 3871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0120 Epoch 3872/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0120 Epoch 3873/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0120 Epoch 3874/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 3875/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 3876/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 3877/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 3878/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0119 Epoch 3879/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 3880/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 3881/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 3882/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0118 Epoch 3883/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0118 Epoch 3884/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0118 Epoch 3885/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0118 Epoch 3886/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0118 Epoch 3887/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0118 Epoch 3888/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0118 Epoch 3889/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0118 Epoch 3890/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0117 Epoch 3891/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0117 Epoch 3892/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0117 Epoch 3893/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 3894/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 3895/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 3896/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0117 Epoch 3897/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 3898/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 3899/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0117 Epoch 3900/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0117 Epoch 3901/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 3902/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 3903/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 3904/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 3905/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0116 Epoch 3906/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0116 Epoch 3907/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 3908/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0116 Epoch 3909/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0116 Epoch 3910/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0115 Epoch 3911/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0115 Epoch 3912/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0115 Epoch 3913/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0115 Epoch 3914/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0115 Epoch 3915/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0115 Epoch 3916/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0115 Epoch 3917/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0115 Epoch 3918/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0115 Epoch 3919/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0115 Epoch 3920/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0114 Epoch 3921/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0114 Epoch 3922/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0114 Epoch 3923/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0114 Epoch 3924/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0114 Epoch 3925/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0114 Epoch 3926/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0114 Epoch 3927/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0113 Epoch 3928/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0113 Epoch 3929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 3930/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 3931/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 3932/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 3933/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0113 Epoch 3934/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0113 Epoch 3935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 3936/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 3937/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0112 Epoch 3938/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0112 Epoch 3939/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0112 Epoch 3940/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0112 Epoch 3941/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0112 Epoch 3942/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0112 Epoch 3943/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0112 Epoch 3944/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0112 Epoch 3945/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0112 Epoch 3946/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0111 Epoch 3947/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0112 Epoch 3948/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0111 Epoch 3949/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0111 Epoch 3950/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0111 Epoch 3951/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0111 Epoch 3952/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0111 Epoch 3953/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0111 Epoch 3954/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0111 Epoch 3955/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0111 Epoch 3956/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0110 Epoch 3957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0110 Epoch 3958/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0110 Epoch 3959/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0110 Epoch 3960/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0110 Epoch 3961/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0110 Epoch 3962/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0110 Epoch 3963/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0110 Epoch 3964/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0110 Epoch 3965/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3966/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3967/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 3968/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0109 Epoch 3969/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3970/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 3971/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3972/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3973/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3974/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 3975/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3976/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3977/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3978/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3979/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3980/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3981/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3982/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0107 Epoch 3983/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3984/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0107 Epoch 3985/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0107 Epoch 3986/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0107 Epoch 3987/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0107 Epoch 3988/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0107 Epoch 3989/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0107 Epoch 3990/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0106 Epoch 3991/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0107 Epoch 3992/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0106 Epoch 3993/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0106 Epoch 3994/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0106 Epoch 3995/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0106 Epoch 3996/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0106 Epoch 3997/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0106 Epoch 3998/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0106 Epoch 3999/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0105 Epoch 4000/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0106 Epoch 4001/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0105 Epoch 4002/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0105 Epoch 4003/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0105 Epoch 4004/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0105 Epoch 4005/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0105 Epoch 4006/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0105 Epoch 4007/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0105 Epoch 4008/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0104 Epoch 4009/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0104 Epoch 4010/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0104 Epoch 4011/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0104 Epoch 4012/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0104 Epoch 4013/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0104 Epoch 4014/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0104 Epoch 4015/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0104 Epoch 4016/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0104 Epoch 4017/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0104 Epoch 4018/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0104 Epoch 4019/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0103 Epoch 4020/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0103 Epoch 4021/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0103 Epoch 4022/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0103 Epoch 4023/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0103 Epoch 4024/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0103 Epoch 4025/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0103 Epoch 4026/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0103 Epoch 4027/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0103 Epoch 4028/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0102 Epoch 4029/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0102 Epoch 4030/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0102 Epoch 4031/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0102 Epoch 4032/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0102 Epoch 4033/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0102 Epoch 4034/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0102 Epoch 4035/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0102 Epoch 4036/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0102 Epoch 4037/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0101 Epoch 4038/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0101 Epoch 4039/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0101 Epoch 4040/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0101 Epoch 4041/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0101 Epoch 4042/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0101 Epoch 4043/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0101 Epoch 4044/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0101 Epoch 4045/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0101 Epoch 4046/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0100 Epoch 4047/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0100 Epoch 4048/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0100 Epoch 4049/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0100 Epoch 4050/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0100 Epoch 4051/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0100 Epoch 4052/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0100 Epoch 4053/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0100 Epoch 4054/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0100 Epoch 4055/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0100 Epoch 4056/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0099 Epoch 4057/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0100 Epoch 4058/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0099 Epoch 4059/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0099 Epoch 4060/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0099 Epoch 4061/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0099 Epoch 4062/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0099 Epoch 4063/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0099 Epoch 4064/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0099 Epoch 4065/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0098 Epoch 4066/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0098 Epoch 4067/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0098 Epoch 4068/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0098 Epoch 4069/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0098 Epoch 4070/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0098 Epoch 4071/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0098 Epoch 4072/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0098 Epoch 4073/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0098 Epoch 4074/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0098 Epoch 4075/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0097 Epoch 4076/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0097 Epoch 4077/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0097 Epoch 4078/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0097 Epoch 4079/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0097 Epoch 4080/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0097 Epoch 4081/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0097 Epoch 4082/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0097 Epoch 4083/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0097 Epoch 4084/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0096 Epoch 4085/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0096 Epoch 4086/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0096 Epoch 4087/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0096 Epoch 4088/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0096 Epoch 4089/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0096 Epoch 4090/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0096 Epoch 4091/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0096 Epoch 4092/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0096 Epoch 4093/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0096 Epoch 4094/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0095 Epoch 4095/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0095 Epoch 4096/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0095 Epoch 4097/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0095 Epoch 4098/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0095 Epoch 4099/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0095 Epoch 4100/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0095 Epoch 4101/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0094 Epoch 4102/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0094 Epoch 4103/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0094 Epoch 4104/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0094 Epoch 4105/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0094 Epoch 4106/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0094 Epoch 4107/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0094 Epoch 4108/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0094 Epoch 4109/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0094 Epoch 4110/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0094 Epoch 4111/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0093 Epoch 4112/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0093 Epoch 4113/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0093 Epoch 4114/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0093 Epoch 4115/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0093 Epoch 4116/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0093 Epoch 4117/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0093 Epoch 4118/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0093 Epoch 4119/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0093 Epoch 4120/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0092 Epoch 4121/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0092 Epoch 4122/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0092 Epoch 4123/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0092 Epoch 4124/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0092 Epoch 4125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0092 Epoch 4126/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0092 Epoch 4127/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0092 Epoch 4128/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0092 Epoch 4129/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0092 Epoch 4130/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0091 Epoch 4131/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0091 Epoch 4132/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0091 Epoch 4133/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0091 Epoch 4134/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0091 Epoch 4135/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0091 Epoch 4136/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0091 Epoch 4137/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0091 Epoch 4138/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0091 Epoch 4139/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0091 Epoch 4140/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0090 Epoch 4141/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0090 Epoch 4142/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0090 Epoch 4143/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0090 Epoch 4144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0090 Epoch 4145/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0090 Epoch 4146/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0090 Epoch 4147/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0090 Epoch 4148/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0089 Epoch 4149/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0089 Epoch 4150/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0089 Epoch 4151/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0089 Epoch 4152/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0089 Epoch 4153/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0089 Epoch 4154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0089 Epoch 4155/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0089 Epoch 4156/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0089 Epoch 4157/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0089 Epoch 4158/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0088 Epoch 4159/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0088 Epoch 4160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0088 Epoch 4161/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0088 Epoch 4162/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0088 Epoch 4163/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0088 Epoch 4164/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0088 Epoch 4165/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0087 Epoch 4166/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0088 Epoch 4167/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0087 Epoch 4168/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0087 Epoch 4169/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0087 Epoch 4170/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0087 Epoch 4171/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0087 Epoch 4172/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0087 Epoch 4173/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0087 Epoch 4174/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0087 Epoch 4175/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0086 Epoch 4176/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0087 Epoch 4177/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0086 Epoch 4178/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0086 Epoch 4179/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0086 Epoch 4180/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0086 Epoch 4181/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0086 Epoch 4182/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0086 Epoch 4183/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0086 Epoch 4184/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0085 Epoch 4185/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0085 Epoch 4186/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0085 Epoch 4187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0085 Epoch 4188/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0085 Epoch 4189/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0085 Epoch 4190/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0085 Epoch 4191/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0085 Epoch 4192/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0085 Epoch 4193/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0084 Epoch 4194/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0084 Epoch 4195/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0084 Epoch 4196/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0084 Epoch 4197/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0084 Epoch 4198/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0084 Epoch 4199/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0084 Epoch 4200/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0084 Epoch 4201/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0084 Epoch 4202/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0083 Epoch 4203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0083 Epoch 4204/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0083 Epoch 4205/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0083 Epoch 4206/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0083 Epoch 4207/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0083 Epoch 4208/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0083 Epoch 4209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0083 Epoch 4210/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0083 Epoch 4211/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0083 Epoch 4212/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0082 Epoch 4213/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0082 Epoch 4214/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0082 Epoch 4215/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0082 Epoch 4216/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0082 Epoch 4217/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0082 Epoch 4218/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0082 Epoch 4219/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0082 Epoch 4220/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0082 Epoch 4221/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0082 Epoch 4222/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0081 Epoch 4223/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0081 Epoch 4224/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0081 Epoch 4225/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0081 Epoch 4226/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0081 Epoch 4227/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0081 Epoch 4228/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0081 Epoch 4229/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0081 Epoch 4230/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0081 Epoch 4231/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0080 Epoch 4232/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0080 Epoch 4233/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0080 Epoch 4234/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0080 Epoch 4235/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0080 Epoch 4236/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0080 Epoch 4237/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0080 Epoch 4238/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0080 Epoch 4239/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0080 Epoch 4240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0079 Epoch 4241/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0079 Epoch 4242/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0079 Epoch 4243/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0079 Epoch 4244/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0079 Epoch 4245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0079 Epoch 4246/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0079 Epoch 4247/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0079 Epoch 4248/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0079 Epoch 4249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0078 Epoch 4250/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0078 Epoch 4251/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0078 Epoch 4252/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0078 Epoch 4253/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0078 Epoch 4254/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0078 Epoch 4255/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0078 Epoch 4256/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0078 Epoch 4257/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0078 Epoch 4258/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0078 Epoch 4259/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0077 Epoch 4260/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0077 Epoch 4261/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0077 Epoch 4262/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0077 Epoch 4263/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0077 Epoch 4264/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0077 Epoch 4265/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0077 Epoch 4266/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0077 Epoch 4267/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4268/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0077 Epoch 4269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0077 Epoch 4270/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4271/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4272/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4273/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4274/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4276/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4277/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4278/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4279/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4280/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4281/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4282/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4283/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4284/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4285/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4286/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4287/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4288/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4289/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4290/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4291/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4292/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4293/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4294/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4295/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4296/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4297/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4298/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4299/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4300/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4301/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4302/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4303/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4304/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4305/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4306/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4307/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4308/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4310/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4311/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4312/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4313/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4314/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4315/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4316/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4317/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4318/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4319/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4320/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4321/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4322/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4323/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4324/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4325/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4326/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4327/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4328/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4329/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4330/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4331/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4333/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4334/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4335/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4336/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4337/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4338/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4339/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4340/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4341/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4342/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4344/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4345/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4347/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4348/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4349/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4350/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0075 Epoch 4351/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4352/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4353/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4354/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4355/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4356/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0075 Epoch 4357/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4358/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4359/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4360/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4361/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4362/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4363/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4364/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4365/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4366/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4367/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4368/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4370/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4371/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4372/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4373/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4374/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4375/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4376/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4377/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4378/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4379/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4380/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4381/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4382/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4383/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4384/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4385/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4386/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4387/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4388/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4389/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4390/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4391/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4392/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4393/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4394/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4395/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4396/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4397/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4398/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4399/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4400/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4401/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4402/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4403/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4404/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4405/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4406/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4407/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4408/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4409/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4410/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4411/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4412/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4413/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4414/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4415/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4416/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4417/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4418/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4419/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4420/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4421/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4422/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4423/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4424/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4425/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4426/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0075 Epoch 4427/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4428/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4429/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4430/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4431/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4432/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4433/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4434/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4435/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4436/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4437/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4438/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4439/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4440/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4441/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4442/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4443/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4444/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4445/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4446/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4447/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4448/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4449/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4450/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4451/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4452/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4453/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4454/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4455/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4457/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4458/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4459/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4460/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4462/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4463/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4464/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4465/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4466/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4467/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4468/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4469/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4470/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4472/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4473/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4474/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4475/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4476/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4477/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4478/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4479/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4480/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4481/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4482/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4484/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4485/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4486/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4487/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4488/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4489/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4490/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4491/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4492/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4493/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4494/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4495/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4496/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4497/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0075 Epoch 4498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4499/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4500/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4501/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4502/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4503/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4504/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4505/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4506/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4507/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4508/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4509/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4510/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4511/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4512/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4515/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4516/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4517/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4518/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4519/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4520/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4521/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0075 Epoch 4522/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4523/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4525/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4526/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4527/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4528/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4529/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4530/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4531/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4532/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4533/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4534/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4535/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4536/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4537/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4538/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4539/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4540/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4541/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4542/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0076 Epoch 4543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4544/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4545/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4546/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4547/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4548/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4549/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4550/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4551/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4552/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0075 Epoch 4553/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4554/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4555/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4556/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4557/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4558/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4559/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4560/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4561/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4562/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4563/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4564/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4566/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4567/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4568/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4569/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4570/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4571/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4572/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4573/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4574/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4575/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4576/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4577/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4578/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4579/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4580/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0076 Epoch 4581/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4582/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4583/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4584/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4585/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4586/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4587/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0075 Epoch 4588/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4589/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4590/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4591/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4592/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4593/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4594/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4595/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4596/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0075 Epoch 4597/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4598/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4599/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4600/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4601/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4602/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4603/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4604/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4605/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4606/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4607/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4608/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4609/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4610/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4611/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4612/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4613/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4614/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4615/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4616/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4617/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4618/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4619/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4620/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4623/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4624/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4625/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4626/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4627/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4628/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4629/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4630/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4631/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4632/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4633/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4634/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4635/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4636/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4637/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4638/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4639/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4640/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4641/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4642/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4643/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4644/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4645/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4646/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4647/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4648/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4649/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4650/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4651/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4652/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4653/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4654/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4655/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4656/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4657/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4659/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4660/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4661/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4662/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0075 Epoch 4663/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4664/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4666/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4667/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4668/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4669/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4670/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4671/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4672/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4673/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4674/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4675/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4676/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4677/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4678/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4679/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4680/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4681/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4682/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4683/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4684/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4685/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4686/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4687/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4689/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4690/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4691/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4692/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4693/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4694/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4696/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4697/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4698/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4699/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4700/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4701/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4702/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4703/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4704/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4706/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4707/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4708/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4709/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4710/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4711/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4712/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4713/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4714/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4716/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4717/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4718/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4719/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4720/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4721/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4722/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4723/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4724/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4725/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4726/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4727/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4728/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4729/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4730/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4731/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4732/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4733/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4734/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4735/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4737/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4738/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4739/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4740/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4741/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4742/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4743/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4744/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4745/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4747/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4748/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4749/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4750/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4751/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4752/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4753/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4754/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4755/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4756/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4757/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4758/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4759/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4761/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4762/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4763/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4764/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4765/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4766/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4767/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4768/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4769/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4770/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4771/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4772/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4773/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4774/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4775/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0075 Epoch 4776/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4777/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4778/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4779/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4780/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4781/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4782/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4783/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4784/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4785/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4786/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4787/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4788/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4789/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4790/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4791/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4792/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4793/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4794/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4795/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4796/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4797/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4798/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0076 Epoch 4799/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4800/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4801/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4802/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4803/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4804/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4805/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4806/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4807/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4808/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4809/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0075 Epoch 4810/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4811/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4812/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4813/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4814/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4815/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4817/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4818/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4819/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4820/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4821/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4822/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4823/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4824/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4825/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4826/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4827/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4828/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4829/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4830/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4831/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4832/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4833/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4834/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4835/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4836/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4837/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4838/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4839/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4840/5000 1/1 [==============================] - 0s 988us/step - loss: 0.0075 Epoch 4841/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4842/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4843/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4844/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4845/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0076 Epoch 4846/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4847/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4848/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4849/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4850/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4851/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4852/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4853/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4854/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4855/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4856/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4857/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4858/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4859/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4860/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4861/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4862/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4863/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4864/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4865/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4866/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4867/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4868/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4869/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4870/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4872/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4873/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4874/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4875/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4876/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4877/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4878/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4879/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4880/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4881/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0076 Epoch 4882/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4883/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4884/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4885/5000 1/1 [==============================] - 0s 16ms/step - loss: 0.0076 Epoch 4886/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4887/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4888/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4889/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4890/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4891/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4892/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4893/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4894/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4895/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4896/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4897/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4898/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4899/5000 1/1 [==============================] - 0s 16ms/step - loss: 0.0075 Epoch 4900/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4901/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4902/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4903/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4904/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4905/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4906/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4907/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4908/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4909/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4910/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4911/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4912/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4913/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4914/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4916/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4917/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4918/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4919/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4920/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4921/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4922/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4923/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0075 Epoch 4924/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4925/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4926/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4927/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4928/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4929/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4930/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4931/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4932/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4933/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4934/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4935/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4936/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4937/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4938/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0076 Epoch 4939/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4940/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4941/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0076 Epoch 4942/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4943/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4944/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4945/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4946/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4947/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4948/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4949/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4950/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0075 Epoch 4951/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4952/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4953/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4954/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4955/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4956/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4957/5000 1/1 [==============================] - 0s 0us/step - loss: 0.0075 Epoch 4958/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4959/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4960/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4961/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4962/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4963/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4964/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4965/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4966/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4967/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4968/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4969/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4970/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4971/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4972/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4973/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4974/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4975/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4976/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4977/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4978/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4979/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4980/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4981/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4982/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4983/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4984/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4985/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4986/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4987/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4988/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4989/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4990/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4991/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4992/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4993/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0075 Epoch 4994/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 Epoch 4995/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0075 Epoch 4996/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0075 Epoch 4997/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0075 Epoch 4998/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 4999/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0075 Epoch 5000/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0075 1/1 [==============================] - 0s 52ms/step
print("Predictions[0,:,0]= ", predictions[0,:,0])
print("weights= ", weights)
Predictions[0,:,0]= [ 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.9492714e-02 5.4606467e-02 -9.7770855e-02 -1.8122792e-04 -6.9379807e-05 -1.0102987e-04 9.9981499e-01 -7.7863740e-05 -3.2038013e-05 3.1428572e-06 -3.9162107e-05 0.0000000e+00 0.0000000e+00] weights= [-5.3624924e-05 4.4522232e-05 -5.0449074e-05 -7.7637400e-05 1.3691254e+00 -1.0269309e+00 8.5559949e-02 1.0676599e-01]
#model.save_weights('weights.hdf5') #save weights to file
with open("convnetweights.pickle", 'wb') as weightfile:
pickle.dump(ww, weightfile)
After the 5000 iterations of the optimization, were we can observe the decline of the loss function, we get the following plots,
plt.figure(figsize=(10,8))
plt.plot(predictions[0,:,0])
plt.title('The Conv. Neural Network Output')
plt.grid()
plt.figure(figsize=(10,8))
plt.plot(weights)
plt.grid()
plt.title('The Weights')
plt.figure(figsize=(10,8))
plt.plot(X[0,:,0])
plt.title('The Input Signal')
plt.grid()
Look at the weights plot, and compare it to a matched filter, which is used to detect a signal with a maximum possible Signal-to-Noise ratio ( our lecture “Advanced Digital Signal Processing”, Slides 13).
%%html
<iframe src="https://nbviewer.jupyter.org/github/GuitarsAI/ADSP_Tutorials/blob/master/ADSP_13_Matched_Filters.ipynb" width="900" height="600">
</iframe>
In the matched filter case, the weights should be the signal to detect, but time reversed (here a reversed ramp function). But our weights function looks quite different.
This is because we specified a target function which only has a very narrow "peak", and this is what we also observe at the output of our convolutional neural network. This may not have a maximum SNR, but a more narrow peak at detection, which enables a more precise location of our pattern!
If we choose "padding='valid'" in our convolutional layer (as is the default), then no zero-padding of kernel_size-1 zeros before the signal starts is done, and hence the output of the convolutional layer will be accordingly shorter than the input.
But we can obtain the same results if we remove accordingly kernel_size-1 (or filterlength-1) samples from the beginning of the target function with:
gap=int(filterlength)-1 Y=Y[:,gap:,:]
Just remember that the output is accordingly shorter, kernel-size-1 samples in the beginning are missing compared to padding="causal". We can let it run with:
filterlength=8
# Demonstration on using the code.
X, Y = generate_dummy_data() # Acquire Training Dataset
print("Input X[0,:,0]=", X[0,:,0], "X.shape=", X.shape )
#gap = filterlength-1, in this way the delay becomes like with 'causal':
gap=int(filterlength)-1
Y=Y[:,gap:,:]
print("Target Y[0,:,0]=", Y[0,:,0], "Y.shape=", Y.shape)
Input X[0,:,0]= [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.18257419 0.36514837 0.54772256 0.73029674 0. 0. 0. 0. 0. 0. 0. 0. 0. ] X.shape= (1, 23, 1) Target Y[0,:,0]= [0. 0. 0. 0. 0. 0. 0. 0. 0. 1. 0. 0. 0. 0. 0. 0.] Y.shape= (1, 16, 1)
def generate_model():
# Method to construct a convolutional neural network using keras and theano.
# :return: Trainable object
# Define the model.
model = Sequential()
#Obtain a linear filter from a convolutional layer, similar to a matched filter:
model.add(Conv1D(filters=1, kernel_size=(8), strides=1, padding='valid', activation="linear", use_bias=False, kernel_initializer='glorot_uniform', input_shape=(23,1)) )
#uniform initialization:
#model.add(Conv1D(filters=1, kernel_size=(8), strides=1, padding='causal, activation="linear", use_bias=False, kernel_initializer='uniform', input_shape=(23,1)) )
# Compile appropriate theano functions
#losses: https://keras.io/losses/
#mean_squared_error ('mse'), mean_absolute_error(y_true, y_pred), mean_squared_logarithmic_error,...
#model.compile(loss='mean_squared_error', optimizer='sgd')
model.compile(loss='mean_absolute_error', optimizer='adam')
return model
model = generate_model() # Compile an neural net
print("Train model:")
model.fit(X, Y, epochs=5000, batch_size=1) #use 7000 epochs or iterations for training
model.evaluate(X, Y, batch_size=1, verbose=1)
predictions=model.predict(X) # Make Predictions based on the obtained weights
ww = model.get_weights() #read obtained weights
weights=ww[0][:,0,0]
Train model: Epoch 1/5000 1/1 [==============================] - 0s 124ms/step - loss: 0.1821 Epoch 2/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1815 Epoch 3/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.1810 Epoch 4/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1805 Epoch 5/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1800 Epoch 6/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1794 Epoch 7/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1789 Epoch 8/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1784 Epoch 9/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1778 Epoch 10/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1773 Epoch 11/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1767 Epoch 12/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1762 Epoch 13/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1756 Epoch 14/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1751 Epoch 15/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1745 Epoch 16/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1740 Epoch 17/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1734 Epoch 18/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1729 Epoch 19/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1724 Epoch 20/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1718 Epoch 21/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1713 Epoch 22/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1707 Epoch 23/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1702 Epoch 24/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1696 Epoch 25/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1691 Epoch 26/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1685 Epoch 27/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1680 Epoch 28/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1674 Epoch 29/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1669 Epoch 30/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1663 Epoch 31/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1658 Epoch 32/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1652 Epoch 33/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1647 Epoch 34/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1641 Epoch 35/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1636 Epoch 36/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1630 Epoch 37/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1625 Epoch 38/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1619 Epoch 39/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1614 Epoch 40/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.1608 Epoch 41/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1603 Epoch 42/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1597 Epoch 43/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1592 Epoch 44/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1586 Epoch 45/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1581 Epoch 46/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1575 Epoch 47/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1570 Epoch 48/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1564 Epoch 49/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1559 Epoch 50/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1553 Epoch 51/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.1548 Epoch 52/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1542 Epoch 53/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1537 Epoch 54/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1531 Epoch 55/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1526 Epoch 56/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1522 Epoch 57/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.1518 Epoch 58/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1515 Epoch 59/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1512 Epoch 60/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1508 Epoch 61/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1505 Epoch 62/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1502 Epoch 63/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1498 Epoch 64/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1495 Epoch 65/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1491 Epoch 66/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1488 Epoch 67/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1484 Epoch 68/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1481 Epoch 69/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.1477 Epoch 70/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1474 Epoch 71/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1471 Epoch 72/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1467 Epoch 73/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1463 Epoch 74/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1460 Epoch 75/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1456 Epoch 76/5000 1/1 [==============================] - 0s 995us/step - loss: 0.1453 Epoch 77/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1449 Epoch 78/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1446 Epoch 79/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1442 Epoch 80/5000 1/1 [==============================] - 0s 996us/step - loss: 0.1439 Epoch 81/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1435 Epoch 82/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1431 Epoch 83/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1428 Epoch 84/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1424 Epoch 85/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1421 Epoch 86/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1417 Epoch 87/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1413 Epoch 88/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1410 Epoch 89/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1406 Epoch 90/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1403 Epoch 91/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1399 Epoch 92/5000 1/1 [==============================] - 0s 996us/step - loss: 0.1395 Epoch 93/5000 1/1 [==============================] - 0s 999us/step - loss: 0.1392 Epoch 94/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1388 Epoch 95/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1384 Epoch 96/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1381 Epoch 97/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1377 Epoch 98/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1373 Epoch 99/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1370 Epoch 100/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1366 Epoch 101/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1363 Epoch 102/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1359 Epoch 103/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1355 Epoch 104/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1352 Epoch 105/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1348 Epoch 106/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1344 Epoch 107/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1341 Epoch 108/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1337 Epoch 109/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1333 Epoch 110/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1330 Epoch 111/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1326 Epoch 112/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.1322 Epoch 113/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1319 Epoch 114/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.1315 Epoch 115/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1311 Epoch 116/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1307 Epoch 117/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1304 Epoch 118/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1300 Epoch 119/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1296 Epoch 120/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1293 Epoch 121/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1289 Epoch 122/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.1285 Epoch 123/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1282 Epoch 124/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1278 Epoch 125/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1274 Epoch 126/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1270 Epoch 127/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1267 Epoch 128/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1263 Epoch 129/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1259 Epoch 130/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1256 Epoch 131/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1252 Epoch 132/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1248 Epoch 133/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1244 Epoch 134/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1241 Epoch 135/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1237 Epoch 136/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1233 Epoch 137/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1230 Epoch 138/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1226 Epoch 139/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1224 Epoch 140/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1222 Epoch 141/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1219 Epoch 142/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1217 Epoch 143/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1214 Epoch 144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1212 Epoch 145/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1209 Epoch 146/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1207 Epoch 147/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1204 Epoch 148/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1202 Epoch 149/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1199 Epoch 150/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1197 Epoch 151/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1195 Epoch 152/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1192 Epoch 153/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1190 Epoch 154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1187 Epoch 155/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1185 Epoch 156/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1182 Epoch 157/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1180 Epoch 158/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1177 Epoch 159/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1175 Epoch 160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1172 Epoch 161/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1170 Epoch 162/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1168 Epoch 163/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1166 Epoch 164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1163 Epoch 165/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1161 Epoch 166/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1158 Epoch 167/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1156 Epoch 168/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1154 Epoch 169/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1151 Epoch 170/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1149 Epoch 171/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1147 Epoch 172/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1144 Epoch 173/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1142 Epoch 174/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.1140 Epoch 175/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1137 Epoch 176/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1135 Epoch 177/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1132 Epoch 178/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1130 Epoch 179/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1128 Epoch 180/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1125 Epoch 181/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1123 Epoch 182/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1121 Epoch 183/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1119 Epoch 184/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1116 Epoch 185/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.1114 Epoch 186/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1112 Epoch 187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1109 Epoch 188/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1107 Epoch 189/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1104 Epoch 190/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1102 Epoch 191/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1100 Epoch 192/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1097 Epoch 193/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1095 Epoch 194/5000 1/1 [==============================] - 0s 999us/step - loss: 0.1093 Epoch 195/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1090 Epoch 196/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1088 Epoch 197/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1086 Epoch 198/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1083 Epoch 199/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1081 Epoch 200/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1079 Epoch 201/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1076 Epoch 202/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1074 Epoch 203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1072 Epoch 204/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1069 Epoch 205/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1067 Epoch 206/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1065 Epoch 207/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1062 Epoch 208/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1060 Epoch 209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1058 Epoch 210/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1055 Epoch 211/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1053 Epoch 212/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1050 Epoch 213/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1048 Epoch 214/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1046 Epoch 215/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1043 Epoch 216/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1041 Epoch 217/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1039 Epoch 218/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1036 Epoch 219/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1034 Epoch 220/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1032 Epoch 221/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1029 Epoch 222/5000 1/1 [==============================] - 0s 995us/step - loss: 0.1027 Epoch 223/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1025 Epoch 224/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1022 Epoch 225/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1020 Epoch 226/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1017 Epoch 227/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1015 Epoch 228/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1013 Epoch 229/5000 1/1 [==============================] - 0s 997us/step - loss: 0.1010 Epoch 230/5000 1/1 [==============================] - 0s 998us/step - loss: 0.1008 Epoch 231/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1006 Epoch 232/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1003 Epoch 233/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.1001 Epoch 234/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0999 Epoch 235/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0996 Epoch 236/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0994 Epoch 237/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0992 Epoch 238/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0989 Epoch 239/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0987 Epoch 240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0984 Epoch 241/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0982 Epoch 242/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0980 Epoch 243/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0977 Epoch 244/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0975 Epoch 245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0973 Epoch 246/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0970 Epoch 247/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0968 Epoch 248/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0966 Epoch 249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0963 Epoch 250/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0961 Epoch 251/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0958 Epoch 252/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0956 Epoch 253/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0954 Epoch 254/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0951 Epoch 255/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0949 Epoch 256/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0947 Epoch 257/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0944 Epoch 258/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0942 Epoch 259/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0939 Epoch 260/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0937 Epoch 261/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0935 Epoch 262/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0932 Epoch 263/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0930 Epoch 264/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0928 Epoch 265/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0925 Epoch 266/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0923 Epoch 267/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0920 Epoch 268/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0918 Epoch 269/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0916 Epoch 270/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0913 Epoch 271/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0911 Epoch 272/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0909 Epoch 273/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0906 Epoch 274/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0904 Epoch 275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0902 Epoch 276/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0899 Epoch 277/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0897 Epoch 278/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0895 Epoch 279/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0892 Epoch 280/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0890 Epoch 281/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0887 Epoch 282/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0885 Epoch 283/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0883 Epoch 284/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0880 Epoch 285/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0878 Epoch 286/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0875 Epoch 287/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0873 Epoch 288/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0871 Epoch 289/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0868 Epoch 290/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0866 Epoch 291/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0864 Epoch 292/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0861 Epoch 293/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0859 Epoch 294/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0856 Epoch 295/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0854 Epoch 296/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0852 Epoch 297/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0849 Epoch 298/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0847 Epoch 299/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0845 Epoch 300/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0843 Epoch 301/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0841 Epoch 302/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0839 Epoch 303/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0837 Epoch 304/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0835 Epoch 305/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0833 Epoch 306/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0831 Epoch 307/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0829 Epoch 308/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0827 Epoch 309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0824 Epoch 310/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0822 Epoch 311/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0820 Epoch 312/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0818 Epoch 313/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0816 Epoch 314/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0814 Epoch 315/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0812 Epoch 316/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0810 Epoch 317/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0808 Epoch 318/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0806 Epoch 319/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0804 Epoch 320/5000 1/1 [==============================] - 0s 16ms/step - loss: 0.0801 Epoch 321/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0799 Epoch 322/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0797 Epoch 323/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0796 Epoch 324/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0794 Epoch 325/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0792 Epoch 326/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0790 Epoch 327/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0788 Epoch 328/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0787 Epoch 329/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0785 Epoch 330/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0783 Epoch 331/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0781 Epoch 332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0779 Epoch 333/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0777 Epoch 334/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0775 Epoch 335/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0774 Epoch 336/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0772 Epoch 337/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0770 Epoch 338/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0768 Epoch 339/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0767 Epoch 340/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0765 Epoch 341/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0763 Epoch 342/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0761 Epoch 343/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0760 Epoch 344/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0758 Epoch 345/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0756 Epoch 346/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0754 Epoch 347/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0753 Epoch 348/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0751 Epoch 349/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0749 Epoch 350/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0747 Epoch 351/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0746 Epoch 352/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0744 Epoch 353/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0742 Epoch 354/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0740 Epoch 355/5000 1/1 [==============================] - 0s 25ms/step - loss: 0.0738 Epoch 356/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0737 Epoch 357/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0735 Epoch 358/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0733 Epoch 359/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0731 Epoch 360/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0730 Epoch 361/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0728 Epoch 362/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0726 Epoch 363/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0724 Epoch 364/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0723 Epoch 365/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0721 Epoch 366/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0719 Epoch 367/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0718 Epoch 368/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0716 Epoch 369/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0715 Epoch 370/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0713 Epoch 371/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0712 Epoch 372/5000 1/1 [==============================] - 0s 22ms/step - loss: 0.0710 Epoch 373/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0708 Epoch 374/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0706 Epoch 375/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0705 Epoch 376/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0703 Epoch 377/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0701 Epoch 378/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0700 Epoch 379/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0698 Epoch 380/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0696 Epoch 381/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0695 Epoch 382/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0693 Epoch 383/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0692 Epoch 384/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0690 Epoch 385/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0688 Epoch 386/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0687 Epoch 387/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0685 Epoch 388/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0684 Epoch 389/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0682 Epoch 390/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0681 Epoch 391/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0680 Epoch 392/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0678 Epoch 393/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0677 Epoch 394/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0676 Epoch 395/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0674 Epoch 396/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0673 Epoch 397/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0672 Epoch 398/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0670 Epoch 399/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0669 Epoch 400/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0668 Epoch 401/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0667 Epoch 402/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0665 Epoch 403/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0664 Epoch 404/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0662 Epoch 405/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0661 Epoch 406/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0660 Epoch 407/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0659 Epoch 408/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0657 Epoch 409/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0656 Epoch 410/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0654 Epoch 411/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0653 Epoch 412/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0652 Epoch 413/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0651 Epoch 414/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0649 Epoch 415/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0648 Epoch 416/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0647 Epoch 417/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0646 Epoch 418/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0645 Epoch 419/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0644 Epoch 420/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0643 Epoch 421/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0642 Epoch 422/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0641 Epoch 423/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0640 Epoch 424/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0639 Epoch 425/5000 1/1 [==============================] - 0s 38ms/step - loss: 0.0638 Epoch 426/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0638 Epoch 427/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0637 Epoch 428/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0636 Epoch 429/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0635 Epoch 430/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0635 Epoch 431/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0634 Epoch 432/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0633 Epoch 433/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0632 Epoch 434/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0631 Epoch 435/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0630 Epoch 436/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0630 Epoch 437/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0629 Epoch 438/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0628 Epoch 439/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0628 Epoch 440/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0627 Epoch 441/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0626 Epoch 442/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0625 Epoch 443/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0625 Epoch 444/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0624 Epoch 445/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0623 Epoch 446/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0623 Epoch 447/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0622 Epoch 448/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0621 Epoch 449/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0620 Epoch 450/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0620 Epoch 451/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0619 Epoch 452/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0618 Epoch 453/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0618 Epoch 454/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0617 Epoch 455/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0617 Epoch 456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0616 Epoch 457/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0616 Epoch 458/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0615 Epoch 459/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0615 Epoch 460/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0614 Epoch 461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0614 Epoch 462/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0613 Epoch 463/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0613 Epoch 464/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0612 Epoch 465/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0611 Epoch 466/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0611 Epoch 467/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0610 Epoch 468/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0610 Epoch 469/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0609 Epoch 470/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0608 Epoch 471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0608 Epoch 472/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0607 Epoch 473/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0607 Epoch 474/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0606 Epoch 475/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0606 Epoch 476/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0605 Epoch 477/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0604 Epoch 478/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0604 Epoch 479/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0604 Epoch 480/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0603 Epoch 481/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0603 Epoch 482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0603 Epoch 483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0601 Epoch 484/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0601 Epoch 485/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0601 Epoch 486/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0601 Epoch 487/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0600 Epoch 488/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0599 Epoch 489/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0599 Epoch 490/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0598 Epoch 491/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0597 Epoch 492/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0597 Epoch 493/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0597 Epoch 494/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0596 Epoch 495/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0596 Epoch 496/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0595 Epoch 497/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0594 Epoch 498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0594 Epoch 499/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0594 Epoch 500/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0593 Epoch 501/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0592 Epoch 502/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0592 Epoch 503/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0592 Epoch 504/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0591 Epoch 505/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0590 Epoch 506/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0590 Epoch 507/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0589 Epoch 508/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0589 Epoch 509/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0588 Epoch 510/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0587 Epoch 511/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0587 Epoch 512/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0587 Epoch 513/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0586 Epoch 514/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0585 Epoch 515/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0585 Epoch 516/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0584 Epoch 517/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0584 Epoch 518/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0583 Epoch 519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0583 Epoch 520/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0582 Epoch 521/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0582 Epoch 522/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0581 Epoch 523/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0581 Epoch 524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0580 Epoch 525/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0580 Epoch 526/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0579 Epoch 527/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0579 Epoch 528/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0578 Epoch 529/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0578 Epoch 530/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0578 Epoch 531/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0577 Epoch 532/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0576 Epoch 533/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0576 Epoch 534/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0576 Epoch 535/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0575 Epoch 536/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0575 Epoch 537/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0574 Epoch 538/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0574 Epoch 539/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0574 Epoch 540/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0573 Epoch 541/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0573 Epoch 542/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0572 Epoch 543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0571 Epoch 544/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0571 Epoch 545/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0571 Epoch 546/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0570 Epoch 547/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0569 Epoch 548/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0569 Epoch 549/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0569 Epoch 550/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0568 Epoch 551/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0567 Epoch 552/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0567 Epoch 553/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0567 Epoch 554/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0566 Epoch 555/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0565 Epoch 556/5000 1/1 [==============================] - 0s 22ms/step - loss: 0.0565 Epoch 557/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0565 Epoch 558/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0564 Epoch 559/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0564 Epoch 560/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0563 Epoch 561/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0562 Epoch 562/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0562 Epoch 563/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0562 Epoch 564/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0561 Epoch 565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0560 Epoch 566/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0560 Epoch 567/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0560 Epoch 568/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0559 Epoch 569/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0559 Epoch 570/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0558 Epoch 571/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0558 Epoch 572/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0557 Epoch 573/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0557 Epoch 574/5000 1/1 [==============================] - 0s 15ms/step - loss: 0.0556 Epoch 575/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0556 Epoch 576/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0555 Epoch 577/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0555 Epoch 578/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0554 Epoch 579/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0554 Epoch 580/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0553 Epoch 581/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0553 Epoch 582/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0553 Epoch 583/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0552 Epoch 584/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0551 Epoch 585/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0551 Epoch 586/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0550 Epoch 587/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0550 Epoch 588/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0549 Epoch 589/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0549 Epoch 590/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0549 Epoch 591/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0548 Epoch 592/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0547 Epoch 593/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0547 Epoch 594/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0546 Epoch 595/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0546 Epoch 596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0546 Epoch 597/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0545 Epoch 598/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0545 Epoch 599/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0544 Epoch 600/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0544 Epoch 601/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0544 Epoch 602/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0543 Epoch 603/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0542 Epoch 604/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0542 Epoch 605/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0542 Epoch 606/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0542 Epoch 607/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0541 Epoch 608/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0540 Epoch 609/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0540 Epoch 610/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0539 Epoch 611/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0538 Epoch 612/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0538 Epoch 613/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0538 Epoch 614/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0538 Epoch 615/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0537 Epoch 616/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0537 Epoch 617/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0536 Epoch 618/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0536 Epoch 619/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0535 Epoch 620/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0535 Epoch 621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0534 Epoch 622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0534 Epoch 623/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0533 Epoch 624/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0533 Epoch 625/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0532 Epoch 626/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0532 Epoch 627/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0531 Epoch 628/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0531 Epoch 629/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0530 Epoch 630/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0530 Epoch 631/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0530 Epoch 632/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0529 Epoch 633/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0529 Epoch 634/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0528 Epoch 635/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0528 Epoch 636/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0527 Epoch 637/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0527 Epoch 638/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0526 Epoch 639/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0526 Epoch 640/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0525 Epoch 641/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0525 Epoch 642/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0524 Epoch 643/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0524 Epoch 644/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0523 Epoch 645/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0523 Epoch 646/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0522 Epoch 647/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0522 Epoch 648/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0522 Epoch 649/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0521 Epoch 650/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0521 Epoch 651/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0520 Epoch 652/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0520 Epoch 653/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0519 Epoch 654/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0519 Epoch 655/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0518 Epoch 656/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0518 Epoch 657/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0517 Epoch 658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0517 Epoch 659/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0517 Epoch 660/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0516 Epoch 661/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0516 Epoch 662/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0516 Epoch 663/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0515 Epoch 664/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0515 Epoch 665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0514 Epoch 666/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0514 Epoch 667/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0513 Epoch 668/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0513 Epoch 669/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0512 Epoch 670/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0512 Epoch 671/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0511 Epoch 672/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0511 Epoch 673/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0510 Epoch 674/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0510 Epoch 675/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0509 Epoch 676/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0509 Epoch 677/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0508 Epoch 678/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0508 Epoch 679/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0508 Epoch 680/5000 1/1 [==============================] - 0s 27ms/step - loss: 0.0507 Epoch 681/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0507 Epoch 682/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0507 Epoch 683/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0506 Epoch 684/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0506 Epoch 685/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0505 Epoch 686/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0505 Epoch 687/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0505 Epoch 688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0504 Epoch 689/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0503 Epoch 690/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0503 Epoch 691/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0503 Epoch 692/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0502 Epoch 693/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0502 Epoch 694/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0501 Epoch 695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0501 Epoch 696/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0500 Epoch 697/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0500 Epoch 698/5000 1/1 [==============================] - 0s 12ms/step - loss: 0.0499 Epoch 699/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0498 Epoch 700/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0499 Epoch 701/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0498 Epoch 702/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0498 Epoch 703/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0497 Epoch 704/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0497 Epoch 705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0496 Epoch 706/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0496 Epoch 707/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0496 Epoch 708/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0495 Epoch 709/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0495 Epoch 710/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0494 Epoch 711/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0493 Epoch 712/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0493 Epoch 713/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0492 Epoch 714/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0492 Epoch 715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0491 Epoch 716/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0491 Epoch 717/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0491 Epoch 718/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0490 Epoch 719/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0490 Epoch 720/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0489 Epoch 721/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0489 Epoch 722/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0488 Epoch 723/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0488 Epoch 724/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0487 Epoch 725/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0487 Epoch 726/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0487 Epoch 727/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0486 Epoch 728/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0486 Epoch 729/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0485 Epoch 730/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0485 Epoch 731/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0484 Epoch 732/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0484 Epoch 733/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0483 Epoch 734/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0483 Epoch 735/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0482 Epoch 736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0482 Epoch 737/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0482 Epoch 738/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0481 Epoch 739/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0481 Epoch 740/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0480 Epoch 741/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0480 Epoch 742/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0479 Epoch 743/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0479 Epoch 744/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0479 Epoch 745/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0478 Epoch 746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0478 Epoch 747/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0478 Epoch 748/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0477 Epoch 749/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0477 Epoch 750/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0476 Epoch 751/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0476 Epoch 752/5000 1/1 [==============================] - 0s 10ms/step - loss: 0.0475 Epoch 753/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0475 Epoch 754/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0474 Epoch 755/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0474 Epoch 756/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0474 Epoch 757/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0473 Epoch 758/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0472 Epoch 759/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0472 Epoch 760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0472 Epoch 761/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0471 Epoch 762/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0471 Epoch 763/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0470 Epoch 764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0470 Epoch 765/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0469 Epoch 766/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0469 Epoch 767/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0469 Epoch 768/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0468 Epoch 769/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0468 Epoch 770/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0467 Epoch 771/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0467 Epoch 772/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0466 Epoch 773/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0466 Epoch 774/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0466 Epoch 775/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0465 Epoch 776/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0465 Epoch 777/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0464 Epoch 778/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0464 Epoch 779/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0463 Epoch 780/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0463 Epoch 781/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0462 Epoch 782/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0462 Epoch 783/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0461 Epoch 784/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0461 Epoch 785/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0460 Epoch 786/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0460 Epoch 787/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0460 Epoch 788/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0459 Epoch 789/5000 1/1 [==============================] - 0s 18ms/step - loss: 0.0459 Epoch 790/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0458 Epoch 791/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0458 Epoch 792/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0457 Epoch 793/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0457 Epoch 794/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0456 Epoch 795/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0456 Epoch 796/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0456 Epoch 797/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0455 Epoch 798/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0455 Epoch 799/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0454 Epoch 800/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0454 Epoch 801/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0453 Epoch 802/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0453 Epoch 803/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0453 Epoch 804/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0452 Epoch 805/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0452 Epoch 806/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0451 Epoch 807/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0451 Epoch 808/5000 1/1 [==============================] - 0s 11ms/step - loss: 0.0450 Epoch 809/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0450 Epoch 810/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0450 Epoch 811/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0449 Epoch 812/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0449 Epoch 813/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0448 Epoch 814/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0448 Epoch 815/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0448 Epoch 816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0447 Epoch 817/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0447 Epoch 818/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0446 Epoch 819/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0446 Epoch 820/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0445 Epoch 821/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0445 Epoch 822/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0445 Epoch 823/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0444 Epoch 824/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0443 Epoch 825/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0443 Epoch 826/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0443 Epoch 827/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0443 Epoch 828/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0442 Epoch 829/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0442 Epoch 830/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0441 Epoch 831/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0441 Epoch 832/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0440 Epoch 833/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0440 Epoch 834/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0440 Epoch 835/5000 1/1 [==============================] - 0s 14ms/step - loss: 0.0439 Epoch 836/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0439 Epoch 837/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0438 Epoch 838/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0438 Epoch 839/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0437 Epoch 840/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0437 Epoch 841/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0437 Epoch 842/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0437 Epoch 843/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0436 Epoch 844/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0436 Epoch 845/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0436 Epoch 846/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0435 Epoch 847/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0434 Epoch 848/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0434 Epoch 849/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0434 Epoch 850/5000 1/1 [==============================] - 0s 9ms/step - loss: 0.0433 Epoch 851/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0433 Epoch 852/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0433 Epoch 853/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0433 Epoch 854/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0432 Epoch 855/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0432 Epoch 856/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0431 Epoch 857/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0430 Epoch 858/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0430 Epoch 859/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0430 Epoch 860/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0429 Epoch 861/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0429 Epoch 862/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0428 Epoch 863/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0428 Epoch 864/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0428 Epoch 865/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0427 Epoch 866/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0426 Epoch 867/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0426 Epoch 868/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0426 Epoch 869/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 870/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0425 Epoch 872/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0424 Epoch 873/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0424 Epoch 874/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0424 Epoch 875/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0423 Epoch 876/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0423 Epoch 877/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0422 Epoch 878/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0422 Epoch 879/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0422 Epoch 880/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0421 Epoch 881/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0421 Epoch 882/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0420 Epoch 883/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0420 Epoch 884/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0420 Epoch 885/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0419 Epoch 886/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0419 Epoch 887/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0419 Epoch 888/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0418 Epoch 889/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0417 Epoch 890/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0417 Epoch 891/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0417 Epoch 892/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0416 Epoch 893/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0416 Epoch 894/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0415 Epoch 895/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0415 Epoch 896/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0415 Epoch 897/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0415 Epoch 898/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0414 Epoch 899/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0414 Epoch 900/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0413 Epoch 901/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 902/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0413 Epoch 903/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 904/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 905/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0412 Epoch 906/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0411 Epoch 907/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0411 Epoch 908/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0410 Epoch 909/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0410 Epoch 910/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0410 Epoch 911/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0409 Epoch 912/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0409 Epoch 913/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0409 Epoch 914/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0408 Epoch 915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0408 Epoch 916/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0407 Epoch 917/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0407 Epoch 918/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 919/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0407 Epoch 920/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0406 Epoch 921/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0406 Epoch 922/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0405 Epoch 923/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0405 Epoch 924/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0404 Epoch 925/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0404 Epoch 926/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0404 Epoch 927/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 928/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0403 Epoch 929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 930/5000 1/1 [==============================] - 0s 20ms/step - loss: 0.0402 Epoch 931/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0402 Epoch 932/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0401 Epoch 933/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0401 Epoch 934/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0400 Epoch 935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0400 Epoch 936/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 937/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0399 Epoch 938/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0399 Epoch 939/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0398 Epoch 940/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0398 Epoch 941/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0397 Epoch 942/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0397 Epoch 943/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0397 Epoch 944/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0396 Epoch 945/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0396 Epoch 946/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0395 Epoch 947/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0395 Epoch 948/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0395 Epoch 949/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0395 Epoch 950/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0394 Epoch 951/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0394 Epoch 952/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0393 Epoch 953/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0393 Epoch 954/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0392 Epoch 955/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0392 Epoch 956/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0392 Epoch 957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0391 Epoch 958/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0391 Epoch 959/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0391 Epoch 960/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0391 Epoch 961/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0390 Epoch 962/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 963/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 964/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0389 Epoch 965/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0388 Epoch 966/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0388 Epoch 967/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0387 Epoch 968/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0387 Epoch 969/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0387 Epoch 970/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0387 Epoch 971/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0387 Epoch 972/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0386 Epoch 973/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0386 Epoch 974/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0386 Epoch 975/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0385 Epoch 976/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0385 Epoch 977/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0384 Epoch 978/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0384 Epoch 979/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0383 Epoch 980/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0383 Epoch 981/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0383 Epoch 982/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 983/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0381 Epoch 984/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0382 Epoch 985/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0382 Epoch 986/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0381 Epoch 987/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0381 Epoch 988/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0380 Epoch 989/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0380 Epoch 990/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0380 Epoch 991/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0379 Epoch 992/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0378 Epoch 993/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0378 Epoch 994/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0378 Epoch 995/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0378 Epoch 996/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0377 Epoch 997/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0377 Epoch 998/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0376 Epoch 999/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0376 Epoch 1000/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0375 Epoch 1001/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0375 Epoch 1002/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0374 Epoch 1003/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0374 Epoch 1004/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0374 Epoch 1005/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0374 Epoch 1006/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1007/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0373 Epoch 1008/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0372 Epoch 1009/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0372 Epoch 1010/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0372 Epoch 1011/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0371 Epoch 1012/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0371 Epoch 1013/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0370 Epoch 1014/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0370 Epoch 1015/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0370 Epoch 1016/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0369 Epoch 1017/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0369 Epoch 1018/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0369 Epoch 1019/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0368 Epoch 1020/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0368 Epoch 1021/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0368 Epoch 1022/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0368 Epoch 1023/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0368 Epoch 1024/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0367 Epoch 1025/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0366 Epoch 1026/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0366 Epoch 1027/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0365 Epoch 1028/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0365 Epoch 1029/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0364 Epoch 1030/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0364 Epoch 1031/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0364 Epoch 1032/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1033/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0363 Epoch 1034/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0363 Epoch 1035/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0362 Epoch 1036/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0362 Epoch 1037/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0361 Epoch 1038/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0361 Epoch 1039/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0361 Epoch 1040/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0360 Epoch 1041/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0360 Epoch 1042/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0359 Epoch 1043/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0359 Epoch 1044/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0359 Epoch 1045/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0358 Epoch 1046/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0358 Epoch 1047/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0358 Epoch 1048/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0357 Epoch 1049/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0357 Epoch 1050/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0356 Epoch 1051/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0356 Epoch 1052/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0356 Epoch 1053/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0355 Epoch 1054/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0355 Epoch 1055/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1056/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0354 Epoch 1057/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0354 Epoch 1058/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0354 Epoch 1059/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0353 Epoch 1060/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0353 Epoch 1061/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0353 Epoch 1062/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0352 Epoch 1063/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0352 Epoch 1064/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0352 Epoch 1065/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0351 Epoch 1066/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0351 Epoch 1067/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0351 Epoch 1068/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0350 Epoch 1069/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0349 Epoch 1070/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0349 Epoch 1071/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0349 Epoch 1072/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0348 Epoch 1073/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0348 Epoch 1074/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0348 Epoch 1075/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0347 Epoch 1076/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0347 Epoch 1077/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0347 Epoch 1078/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1079/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1080/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0346 Epoch 1081/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0345 Epoch 1082/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0345 Epoch 1083/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0344 Epoch 1084/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0344 Epoch 1085/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0344 Epoch 1086/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0343 Epoch 1087/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0343 Epoch 1088/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0342 Epoch 1089/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0342 Epoch 1090/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0342 Epoch 1091/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1092/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1093/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0341 Epoch 1094/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0340 Epoch 1095/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0340 Epoch 1096/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0340 Epoch 1097/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0339 Epoch 1098/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0339 Epoch 1099/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0339 Epoch 1100/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0338 Epoch 1101/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0338 Epoch 1102/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0337 Epoch 1103/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0337 Epoch 1104/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0337 Epoch 1105/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0336 Epoch 1106/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0336 Epoch 1107/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0336 Epoch 1108/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0335 Epoch 1109/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0335 Epoch 1110/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1111/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1112/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1113/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0334 Epoch 1114/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0333 Epoch 1115/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0332 Epoch 1116/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0332 Epoch 1117/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0332 Epoch 1118/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0331 Epoch 1119/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0331 Epoch 1120/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0331 Epoch 1121/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0331 Epoch 1122/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0330 Epoch 1123/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0330 Epoch 1124/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1126/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0329 Epoch 1127/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0329 Epoch 1128/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0328 Epoch 1129/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0328 Epoch 1130/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0327 Epoch 1131/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0327 Epoch 1132/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0327 Epoch 1133/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0326 Epoch 1134/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0326 Epoch 1135/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0325 Epoch 1136/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0325 Epoch 1137/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0325 Epoch 1138/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0324 Epoch 1139/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0324 Epoch 1140/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0324 Epoch 1141/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0323 Epoch 1142/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0323 Epoch 1143/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0322 Epoch 1144/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0322 Epoch 1145/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0322 Epoch 1146/5000 1/1 [==============================] - 0s 10ms/step - loss: 0.0321 Epoch 1147/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0321 Epoch 1148/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0321 Epoch 1149/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0320 Epoch 1150/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0320 Epoch 1151/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0320 Epoch 1152/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0320 Epoch 1153/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0319 Epoch 1154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0318 Epoch 1155/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0318 Epoch 1156/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0318 Epoch 1157/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0317 Epoch 1158/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0317 Epoch 1159/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0316 Epoch 1160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0316 Epoch 1161/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0316 Epoch 1162/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0315 Epoch 1163/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0315 Epoch 1164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0315 Epoch 1165/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0314 Epoch 1166/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0314 Epoch 1167/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0314 Epoch 1168/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0313 Epoch 1169/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0313 Epoch 1170/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0313 Epoch 1171/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0312 Epoch 1172/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0312 Epoch 1173/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0312 Epoch 1174/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0311 Epoch 1175/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0311 Epoch 1176/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0311 Epoch 1177/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0310 Epoch 1178/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0310 Epoch 1179/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0310 Epoch 1180/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0309 Epoch 1181/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0309 Epoch 1182/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0309 Epoch 1183/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0308 Epoch 1184/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0308 Epoch 1185/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0307 Epoch 1186/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0307 Epoch 1187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0306 Epoch 1188/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0306 Epoch 1189/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0306 Epoch 1190/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0305 Epoch 1191/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0305 Epoch 1192/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0305 Epoch 1193/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0304 Epoch 1194/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0304 Epoch 1195/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0304 Epoch 1196/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0304 Epoch 1197/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0303 Epoch 1198/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0303 Epoch 1199/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0302 Epoch 1200/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0302 Epoch 1201/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0301 Epoch 1202/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0301 Epoch 1203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0301 Epoch 1204/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0301 Epoch 1205/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0300 Epoch 1206/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0299 Epoch 1207/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0300 Epoch 1208/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0300 Epoch 1209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0299 Epoch 1210/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0299 Epoch 1211/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0298 Epoch 1212/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0298 Epoch 1213/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0298 Epoch 1214/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0298 Epoch 1215/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0297 Epoch 1216/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0296 Epoch 1217/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0296 Epoch 1218/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0295 Epoch 1219/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0295 Epoch 1220/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0295 Epoch 1221/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0294 Epoch 1222/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0294 Epoch 1223/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0293 Epoch 1224/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0293 Epoch 1225/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0293 Epoch 1226/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0292 Epoch 1227/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0292 Epoch 1228/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0292 Epoch 1229/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0291 Epoch 1230/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0291 Epoch 1231/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0291 Epoch 1232/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0290 Epoch 1233/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0290 Epoch 1234/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0290 Epoch 1235/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 1236/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0289 Epoch 1237/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0288 Epoch 1238/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0288 Epoch 1239/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0288 Epoch 1240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0287 Epoch 1241/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0287 Epoch 1242/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0287 Epoch 1243/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 1244/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0286 Epoch 1245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0286 Epoch 1246/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0285 Epoch 1247/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0285 Epoch 1248/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0285 Epoch 1249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0285 Epoch 1250/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0284 Epoch 1251/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0284 Epoch 1252/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 1253/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0284 Epoch 1254/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 1255/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0284 Epoch 1256/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0283 Epoch 1257/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0283 Epoch 1258/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0283 Epoch 1259/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 1260/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 1261/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 1262/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 1263/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0282 Epoch 1264/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0281 Epoch 1265/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0282 Epoch 1266/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0282 Epoch 1267/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0281 Epoch 1268/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0281 Epoch 1269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0281 Epoch 1270/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 1271/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 1272/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 1273/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0280 Epoch 1274/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0280 Epoch 1275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0279 Epoch 1276/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0279 Epoch 1277/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0279 Epoch 1278/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0279 Epoch 1279/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0279 Epoch 1280/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0278 Epoch 1281/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0278 Epoch 1282/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0278 Epoch 1283/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0278 Epoch 1284/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0278 Epoch 1285/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0278 Epoch 1286/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0277 Epoch 1287/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0277 Epoch 1288/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0277 Epoch 1289/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0277 Epoch 1290/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0276 Epoch 1291/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0276 Epoch 1292/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0276 Epoch 1293/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0276 Epoch 1294/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0276 Epoch 1295/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0276 Epoch 1296/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0276 Epoch 1297/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 1298/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0275 Epoch 1299/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 1300/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 1301/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0275 Epoch 1302/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0275 Epoch 1303/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 1304/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 1305/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 1306/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0274 Epoch 1307/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0274 Epoch 1308/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0273 Epoch 1309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0273 Epoch 1310/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0273 Epoch 1311/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0272 Epoch 1312/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0273 Epoch 1313/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0273 Epoch 1314/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0272 Epoch 1315/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0272 Epoch 1316/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0272 Epoch 1317/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0272 Epoch 1318/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0271 Epoch 1319/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0271 Epoch 1320/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0271 Epoch 1321/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 1322/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0270 Epoch 1323/5000 1/1 [==============================] - 0s 8ms/step - loss: 0.0270 Epoch 1324/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0270 Epoch 1325/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 1326/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 1327/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0270 Epoch 1328/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0270 Epoch 1329/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0269 Epoch 1330/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0269 Epoch 1331/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0269 Epoch 1332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0269 Epoch 1333/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0269 Epoch 1334/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0268 Epoch 1335/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0268 Epoch 1336/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0268 Epoch 1337/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0268 Epoch 1338/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0268 Epoch 1339/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0268 Epoch 1340/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0267 Epoch 1341/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 1342/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 1343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0267 Epoch 1344/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 1345/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 1346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 1347/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0266 Epoch 1348/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0266 Epoch 1349/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0265 Epoch 1350/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 1351/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 1352/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 1353/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0265 Epoch 1354/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0265 Epoch 1355/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0264 Epoch 1356/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0264 Epoch 1357/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0264 Epoch 1358/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0264 Epoch 1359/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0263 Epoch 1360/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0263 Epoch 1361/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0263 Epoch 1362/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0263 Epoch 1363/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0262 Epoch 1364/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0263 Epoch 1365/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0263 Epoch 1366/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0262 Epoch 1367/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0262 Epoch 1368/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0262 Epoch 1369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 1370/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0261 Epoch 1371/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 1372/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0261 Epoch 1373/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 1374/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 1375/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0261 Epoch 1376/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0260 Epoch 1377/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0260 Epoch 1378/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0260 Epoch 1379/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0260 Epoch 1380/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0260 Epoch 1381/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0259 Epoch 1382/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 1383/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 1384/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0259 Epoch 1385/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0259 Epoch 1386/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0259 Epoch 1387/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0258 Epoch 1388/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0258 Epoch 1389/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0258 Epoch 1390/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0258 Epoch 1391/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0257 Epoch 1392/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0258 Epoch 1393/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0257 Epoch 1394/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0257 Epoch 1395/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0257 Epoch 1396/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0257 Epoch 1397/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0256 Epoch 1398/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0256 Epoch 1399/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0256 Epoch 1400/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0256 Epoch 1401/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0256 Epoch 1402/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0256 Epoch 1403/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0255 Epoch 1404/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0255 Epoch 1405/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0255 Epoch 1406/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0254 Epoch 1407/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 1408/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 1409/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 1410/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0254 Epoch 1411/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0254 Epoch 1412/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0253 Epoch 1413/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0253 Epoch 1414/5000 1/1 [==============================] - 0s 9ms/step - loss: 0.0253 Epoch 1415/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0253 Epoch 1416/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0253 Epoch 1417/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0253 Epoch 1418/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0252 Epoch 1419/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0252 Epoch 1420/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0252 Epoch 1421/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0252 Epoch 1422/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0252 Epoch 1423/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0252 Epoch 1424/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0252 Epoch 1425/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 1426/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 1427/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 1428/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 1429/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0251 Epoch 1430/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 1431/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0250 Epoch 1432/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0250 Epoch 1433/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 1434/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0250 Epoch 1435/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0249 Epoch 1436/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 1437/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0249 Epoch 1438/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 1439/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0249 Epoch 1440/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0249 Epoch 1441/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 1442/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 1443/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0248 Epoch 1444/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0248 Epoch 1445/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0248 Epoch 1446/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 1447/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 1448/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0247 Epoch 1449/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0248 Epoch 1450/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0247 Epoch 1451/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0247 Epoch 1452/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 1453/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 1454/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 1455/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 1456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0246 Epoch 1457/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0245 Epoch 1458/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0245 Epoch 1459/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0245 Epoch 1460/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0245 Epoch 1461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0245 Epoch 1462/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0245 Epoch 1463/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0244 Epoch 1464/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0244 Epoch 1465/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 1466/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 1467/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 1468/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0244 Epoch 1469/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0244 Epoch 1470/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 1471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 1472/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0243 Epoch 1473/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 1474/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0243 Epoch 1475/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0242 Epoch 1476/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0242 Epoch 1477/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0242 Epoch 1478/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0242 Epoch 1479/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0241 Epoch 1480/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 1481/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 1482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 1483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0241 Epoch 1484/5000 1/1 [==============================] - 0s 985us/step - loss: 0.0241 Epoch 1485/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0240 Epoch 1486/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0240 Epoch 1487/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0240 Epoch 1488/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0239 Epoch 1489/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0240 Epoch 1490/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0240 Epoch 1491/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0239 Epoch 1492/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0239 Epoch 1493/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0239 Epoch 1494/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0239 Epoch 1495/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0238 Epoch 1496/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0238 Epoch 1497/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0238 Epoch 1498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0238 Epoch 1499/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0238 Epoch 1500/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0237 Epoch 1501/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0237 Epoch 1502/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0237 Epoch 1503/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0237 Epoch 1504/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0237 Epoch 1505/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0237 Epoch 1506/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0237 Epoch 1507/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0236 Epoch 1508/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0236 Epoch 1509/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0236 Epoch 1510/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0236 Epoch 1511/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0236 Epoch 1512/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0235 Epoch 1513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 1514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 1515/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 1516/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 1517/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0235 Epoch 1518/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0235 Epoch 1519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0234 Epoch 1520/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0234 Epoch 1521/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0234 Epoch 1522/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0234 Epoch 1523/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0233 Epoch 1524/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0233 Epoch 1525/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0234 Epoch 1526/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0233 Epoch 1527/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0233 Epoch 1528/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0233 Epoch 1529/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0233 Epoch 1530/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0233 Epoch 1531/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 1532/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 1533/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0232 Epoch 1534/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0232 Epoch 1535/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0232 Epoch 1536/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0232 Epoch 1537/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0231 Epoch 1538/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0231 Epoch 1539/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0231 Epoch 1540/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0231 Epoch 1541/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0231 Epoch 1542/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0230 Epoch 1543/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0230 Epoch 1544/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0230 Epoch 1545/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0230 Epoch 1546/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0229 Epoch 1547/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0229 Epoch 1548/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0229 Epoch 1549/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0229 Epoch 1550/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0228 Epoch 1551/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0228 Epoch 1552/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0228 Epoch 1553/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0228 Epoch 1554/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0228 Epoch 1555/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0228 Epoch 1556/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0227 Epoch 1557/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0227 Epoch 1558/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0227 Epoch 1559/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0227 Epoch 1560/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0227 Epoch 1561/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0227 Epoch 1562/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0227 Epoch 1563/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0226 Epoch 1564/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0226 Epoch 1565/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0226 Epoch 1566/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0226 Epoch 1567/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0226 Epoch 1568/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0225 Epoch 1569/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0225 Epoch 1570/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0225 Epoch 1571/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0225 Epoch 1572/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0225 Epoch 1573/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0225 Epoch 1574/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0225 Epoch 1575/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0224 Epoch 1576/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0224 Epoch 1577/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0224 Epoch 1578/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0224 Epoch 1579/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0224 Epoch 1580/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 1581/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 1582/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 1583/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0223 Epoch 1584/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 1585/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0222 Epoch 1586/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0223 Epoch 1587/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 1588/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 1589/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0222 Epoch 1590/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0221 Epoch 1591/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 1592/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 1593/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0222 Epoch 1594/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0221 Epoch 1595/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 1596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 1597/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 1598/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0221 Epoch 1599/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0220 Epoch 1600/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0220 Epoch 1601/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0220 Epoch 1602/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0220 Epoch 1603/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0220 Epoch 1604/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 1605/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0219 Epoch 1606/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0219 Epoch 1607/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0218 Epoch 1608/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0219 Epoch 1609/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0219 Epoch 1610/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0219 Epoch 1611/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0218 Epoch 1612/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0218 Epoch 1613/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0218 Epoch 1614/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0218 Epoch 1615/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0218 Epoch 1616/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0217 Epoch 1617/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0217 Epoch 1618/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0217 Epoch 1619/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0217 Epoch 1620/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0217 Epoch 1621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0216 Epoch 1622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0216 Epoch 1623/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0216 Epoch 1624/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0216 Epoch 1625/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0215 Epoch 1626/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0215 Epoch 1627/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0215 Epoch 1628/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0215 Epoch 1629/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0215 Epoch 1630/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0215 Epoch 1631/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 1632/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 1633/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 1634/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0214 Epoch 1635/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0214 Epoch 1636/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0214 Epoch 1637/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0213 Epoch 1638/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 1639/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 1640/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0213 Epoch 1641/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0212 Epoch 1642/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0212 Epoch 1643/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0212 Epoch 1644/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0212 Epoch 1645/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0212 Epoch 1646/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0212 Epoch 1647/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0212 Epoch 1648/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 1649/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0211 Epoch 1650/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 1651/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0211 Epoch 1652/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0211 Epoch 1653/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0211 Epoch 1654/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0211 Epoch 1655/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 1656/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 1657/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0210 Epoch 1658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 1659/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 1660/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0210 Epoch 1661/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0209 Epoch 1662/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0209 Epoch 1663/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0209 Epoch 1664/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0209 Epoch 1665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0209 Epoch 1666/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0208 Epoch 1667/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0208 Epoch 1668/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0208 Epoch 1669/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0208 Epoch 1670/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0208 Epoch 1671/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0207 Epoch 1672/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0207 Epoch 1673/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 1674/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 1675/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0207 Epoch 1676/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0206 Epoch 1677/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 1678/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0206 Epoch 1679/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 1680/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0206 Epoch 1681/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0206 Epoch 1682/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0206 Epoch 1683/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0205 Epoch 1684/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0205 Epoch 1685/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0205 Epoch 1686/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0205 Epoch 1687/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0205 Epoch 1688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 1689/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0204 Epoch 1690/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 1691/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 1692/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0204 Epoch 1693/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 1694/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 1695/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0203 Epoch 1696/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 1697/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 1698/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0203 Epoch 1699/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0202 Epoch 1700/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0202 Epoch 1701/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0202 Epoch 1702/5000 1/1 [==============================] - 0s 988us/step - loss: 0.0202 Epoch 1703/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0202 Epoch 1704/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0202 Epoch 1705/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0201 Epoch 1706/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0201 Epoch 1707/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0201 Epoch 1708/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0201 Epoch 1709/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0201 Epoch 1710/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0201 Epoch 1711/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 1712/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 1713/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0200 Epoch 1714/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 1715/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0200 Epoch 1716/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0200 Epoch 1717/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0200 Epoch 1718/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0199 Epoch 1719/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0199 Epoch 1720/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0199 Epoch 1721/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0199 Epoch 1722/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0199 Epoch 1723/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0198 Epoch 1724/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0198 Epoch 1725/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0198 Epoch 1726/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0198 Epoch 1727/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0198 Epoch 1728/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0198 Epoch 1729/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 1730/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0198 Epoch 1731/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 1732/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0197 Epoch 1733/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0197 Epoch 1734/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0197 Epoch 1735/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0197 Epoch 1736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 1737/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 1738/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0196 Epoch 1739/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0196 Epoch 1740/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0196 Epoch 1741/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0196 Epoch 1742/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0195 Epoch 1743/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0195 Epoch 1744/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0195 Epoch 1745/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0195 Epoch 1746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 1747/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 1748/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 1749/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0194 Epoch 1750/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 1751/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0194 Epoch 1752/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0193 Epoch 1753/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0193 Epoch 1754/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0193 Epoch 1755/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0193 Epoch 1756/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0193 Epoch 1757/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0193 Epoch 1758/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0192 Epoch 1759/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0192 Epoch 1760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0192 Epoch 1761/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0192 Epoch 1762/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0192 Epoch 1763/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0192 Epoch 1764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 1765/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0191 Epoch 1766/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0191 Epoch 1767/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 1768/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 1769/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0191 Epoch 1770/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 1771/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0190 Epoch 1772/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0190 Epoch 1773/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0190 Epoch 1774/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 1775/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0190 Epoch 1776/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0189 Epoch 1777/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 1778/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 1779/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0189 Epoch 1780/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 1781/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 1782/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 1783/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0189 Epoch 1784/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0188 Epoch 1785/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0188 Epoch 1786/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0188 Epoch 1787/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0188 Epoch 1788/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0187 Epoch 1789/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0187 Epoch 1790/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0187 Epoch 1791/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0187 Epoch 1792/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0187 Epoch 1793/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0186 Epoch 1794/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0186 Epoch 1795/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0186 Epoch 1796/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0186 Epoch 1797/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0186 Epoch 1798/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0186 Epoch 1799/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0185 Epoch 1800/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 1801/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0185 Epoch 1802/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 1803/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0185 Epoch 1804/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 1805/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0185 Epoch 1806/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0184 Epoch 1807/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0184 Epoch 1808/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 1809/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0184 Epoch 1810/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0184 Epoch 1811/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 1812/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 1813/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0183 Epoch 1814/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0183 Epoch 1815/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 1816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0183 Epoch 1817/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0183 Epoch 1818/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0183 Epoch 1819/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0182 Epoch 1820/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 1821/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0182 Epoch 1822/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 1823/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0182 Epoch 1824/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0181 Epoch 1825/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 1826/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0181 Epoch 1827/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 1828/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0181 Epoch 1829/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 1830/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0181 Epoch 1831/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0180 Epoch 1832/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0180 Epoch 1833/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0180 Epoch 1834/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0180 Epoch 1835/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0180 Epoch 1836/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0180 Epoch 1837/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0179 Epoch 1838/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0179 Epoch 1839/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0179 Epoch 1840/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0179 Epoch 1841/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0179 Epoch 1842/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0178 Epoch 1843/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0178 Epoch 1844/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0178 Epoch 1845/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0178 Epoch 1846/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 1847/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0177 Epoch 1848/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0177 Epoch 1849/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0177 Epoch 1850/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 1851/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0177 Epoch 1852/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0177 Epoch 1853/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0177 Epoch 1854/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 1855/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 1856/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 1857/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0176 Epoch 1858/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 1859/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 1860/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 1861/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0175 Epoch 1862/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0175 Epoch 1863/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0175 Epoch 1864/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 1865/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0174 Epoch 1866/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 1867/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0174 Epoch 1868/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 1869/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0174 Epoch 1870/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0173 Epoch 1871/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0173 Epoch 1872/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0173 Epoch 1873/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0173 Epoch 1874/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0173 Epoch 1875/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0172 Epoch 1876/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0172 Epoch 1877/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0172 Epoch 1878/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0172 Epoch 1879/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0172 Epoch 1880/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0172 Epoch 1881/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0172 Epoch 1882/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0172 Epoch 1883/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0171 Epoch 1884/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0171 Epoch 1885/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0171 Epoch 1886/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0171 Epoch 1887/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0171 Epoch 1888/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0171 Epoch 1889/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 1890/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0170 Epoch 1891/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0170 Epoch 1892/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 1893/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0170 Epoch 1894/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0170 Epoch 1895/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0170 Epoch 1896/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0169 Epoch 1897/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0169 Epoch 1898/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0169 Epoch 1899/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0169 Epoch 1900/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0169 Epoch 1901/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0168 Epoch 1902/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0168 Epoch 1903/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0168 Epoch 1904/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0168 Epoch 1905/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0168 Epoch 1906/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 1907/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0167 Epoch 1908/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 1909/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0167 Epoch 1910/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 1911/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 1912/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0167 Epoch 1913/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0167 Epoch 1914/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0166 Epoch 1915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 1916/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 1917/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0166 Epoch 1918/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0166 Epoch 1919/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0165 Epoch 1920/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0165 Epoch 1921/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0165 Epoch 1922/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0165 Epoch 1923/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0165 Epoch 1924/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0165 Epoch 1925/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0165 Epoch 1926/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0164 Epoch 1927/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0164 Epoch 1928/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0164 Epoch 1929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0164 Epoch 1930/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0164 Epoch 1931/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0163 Epoch 1932/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0163 Epoch 1933/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0163 Epoch 1934/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0163 Epoch 1935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0163 Epoch 1936/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0163 Epoch 1937/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0162 Epoch 1938/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0162 Epoch 1939/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0162 Epoch 1940/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0162 Epoch 1941/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0162 Epoch 1942/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0162 Epoch 1943/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 1944/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0161 Epoch 1945/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 1946/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 1947/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 1948/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0161 Epoch 1949/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 1950/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0161 Epoch 1951/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 1952/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 1953/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 1954/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0160 Epoch 1955/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 1956/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0160 Epoch 1957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 1958/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 1959/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0159 Epoch 1960/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0159 Epoch 1961/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 1962/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0158 Epoch 1963/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 1964/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 1965/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0158 Epoch 1966/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0157 Epoch 1967/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 1968/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0157 Epoch 1969/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0157 Epoch 1970/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 1971/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 1972/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0157 Epoch 1973/5000 1/1 [==============================] - 0s 17ms/step - loss: 0.0157 Epoch 1974/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0157 Epoch 1975/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0156 Epoch 1976/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0156 Epoch 1977/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0156 Epoch 1978/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0156 Epoch 1979/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0156 Epoch 1980/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0156 Epoch 1981/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 1982/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 1983/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0155 Epoch 1984/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0155 Epoch 1985/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0155 Epoch 1986/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 1987/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 1988/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 1989/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0154 Epoch 1990/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 1991/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 1992/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 1993/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 1994/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0153 Epoch 1995/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 1996/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0152 Epoch 1997/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0153 Epoch 1998/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0152 Epoch 1999/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0152 Epoch 2000/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0152 Epoch 2001/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0152 Epoch 2002/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0152 Epoch 2003/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0152 Epoch 2004/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 2005/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0151 Epoch 2006/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0151 Epoch 2007/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 2008/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0151 Epoch 2009/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0151 Epoch 2010/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 2011/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 2012/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 2013/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0150 Epoch 2014/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0150 Epoch 2015/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0149 Epoch 2016/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 2017/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 2018/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 2019/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 2020/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0149 Epoch 2021/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 2022/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 2023/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0148 Epoch 2024/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 2025/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0148 Epoch 2026/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0147 Epoch 2027/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0147 Epoch 2028/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0147 Epoch 2029/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 2030/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0147 Epoch 2031/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0147 Epoch 2032/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0147 Epoch 2033/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0147 Epoch 2034/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0147 Epoch 2035/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0146 Epoch 2036/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0146 Epoch 2037/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0146 Epoch 2038/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0146 Epoch 2039/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0146 Epoch 2040/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0145 Epoch 2041/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0145 Epoch 2042/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 2043/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0145 Epoch 2044/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0145 Epoch 2045/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 2046/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0144 Epoch 2047/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 2048/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 2049/5000 1/1 [==============================] - 0s 33ms/step - loss: 0.0144 Epoch 2050/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0144 Epoch 2051/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0144 Epoch 2052/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 2053/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 2054/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 2055/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 2056/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 2057/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0143 Epoch 2058/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0143 Epoch 2059/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0142 Epoch 2060/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0142 Epoch 2061/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0142 Epoch 2062/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0142 Epoch 2063/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0142 Epoch 2064/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0141 Epoch 2065/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0141 Epoch 2066/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0141 Epoch 2067/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0141 Epoch 2068/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0141 Epoch 2069/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 2070/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0141 Epoch 2071/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 2072/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 2073/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0140 Epoch 2074/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0140 Epoch 2075/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 2076/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 2077/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 2078/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 2079/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0139 Epoch 2080/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0139 Epoch 2081/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0139 Epoch 2082/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0139 Epoch 2083/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0138 Epoch 2084/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0138 Epoch 2085/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0138 Epoch 2086/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0138 Epoch 2087/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0138 Epoch 2088/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0137 Epoch 2089/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0137 Epoch 2090/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0137 Epoch 2091/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0137 Epoch 2092/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0137 Epoch 2093/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0136 Epoch 2094/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0137 Epoch 2095/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0136 Epoch 2096/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0136 Epoch 2097/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0136 Epoch 2098/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0136 Epoch 2099/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0136 Epoch 2100/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0136 Epoch 2101/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 2102/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 2103/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0135 Epoch 2104/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 2105/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 2106/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0134 Epoch 2107/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 2108/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0135 Epoch 2109/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0134 Epoch 2110/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0134 Epoch 2111/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0134 Epoch 2112/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0134 Epoch 2113/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0133 Epoch 2114/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 2115/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0133 Epoch 2116/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 2117/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0133 Epoch 2118/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0133 Epoch 2119/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0132 Epoch 2120/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0132 Epoch 2121/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0132 Epoch 2122/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0132 Epoch 2123/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0131 Epoch 2124/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0131 Epoch 2125/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0131 Epoch 2126/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0131 Epoch 2127/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0131 Epoch 2128/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0131 Epoch 2129/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0130 Epoch 2130/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0130 Epoch 2131/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0130 Epoch 2132/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0130 Epoch 2133/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0130 Epoch 2134/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0130 Epoch 2135/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 2136/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0129 Epoch 2137/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 2138/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 2139/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0129 Epoch 2140/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 2141/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0129 Epoch 2142/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0128 Epoch 2143/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0128 Epoch 2144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0128 Epoch 2145/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0128 Epoch 2146/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0128 Epoch 2147/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0128 Epoch 2148/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0127 Epoch 2149/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0127 Epoch 2150/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 2151/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0127 Epoch 2152/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0127 Epoch 2153/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0126 Epoch 2154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0127 Epoch 2155/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0126 Epoch 2156/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 2157/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0126 Epoch 2158/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0126 Epoch 2159/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0126 Epoch 2160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0126 Epoch 2161/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 2162/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 2163/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 2164/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0125 Epoch 2165/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0125 Epoch 2166/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0125 Epoch 2167/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0124 Epoch 2168/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0124 Epoch 2169/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0124 Epoch 2170/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0124 Epoch 2171/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0123 Epoch 2172/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0123 Epoch 2173/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0123 Epoch 2174/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0123 Epoch 2175/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0123 Epoch 2176/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0123 Epoch 2177/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0123 Epoch 2178/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0123 Epoch 2179/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0123 Epoch 2180/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 2181/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 2182/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0122 Epoch 2183/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 2184/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0122 Epoch 2185/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0122 Epoch 2186/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0121 Epoch 2187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0121 Epoch 2188/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0121 Epoch 2189/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0121 Epoch 2190/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0121 Epoch 2191/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0120 Epoch 2192/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0120 Epoch 2193/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0120 Epoch 2194/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0120 Epoch 2195/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0120 Epoch 2196/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0120 Epoch 2197/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0120 Epoch 2198/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 2199/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0119 Epoch 2200/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 2201/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0119 Epoch 2202/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0118 Epoch 2203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0118 Epoch 2204/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0118 Epoch 2205/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0118 Epoch 2206/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0118 Epoch 2207/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0118 Epoch 2208/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0117 Epoch 2209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 2210/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0117 Epoch 2211/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 2212/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0117 Epoch 2213/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0117 Epoch 2214/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0117 Epoch 2215/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 2216/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 2217/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0116 Epoch 2218/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 2219/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0116 Epoch 2220/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0116 Epoch 2221/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0115 Epoch 2222/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0115 Epoch 2223/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0115 Epoch 2224/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0115 Epoch 2225/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0115 Epoch 2226/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0114 Epoch 2227/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0114 Epoch 2228/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0114 Epoch 2229/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0114 Epoch 2230/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0114 Epoch 2231/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0114 Epoch 2232/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0113 Epoch 2233/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 2234/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0113 Epoch 2235/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 2236/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0113 Epoch 2237/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 2238/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 2239/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0113 Epoch 2240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0112 Epoch 2241/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0112 Epoch 2242/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0112 Epoch 2243/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0112 Epoch 2244/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0112 Epoch 2245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0111 Epoch 2246/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0111 Epoch 2247/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0111 Epoch 2248/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0111 Epoch 2249/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0111 Epoch 2250/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0110 Epoch 2251/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0110 Epoch 2252/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0110 Epoch 2253/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0110 Epoch 2254/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0110 Epoch 2255/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0110 Epoch 2256/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0110 Epoch 2257/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0110 Epoch 2258/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0109 Epoch 2259/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2260/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2261/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2262/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2263/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2264/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2265/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2266/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2267/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2268/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2269/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2270/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 2271/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2272/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2273/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2274/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2276/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2277/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2278/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2279/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2280/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2281/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2282/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2283/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2284/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2285/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2286/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2287/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2288/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2289/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2290/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2291/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2292/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2293/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2294/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2295/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2296/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2297/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2298/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2299/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2300/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2301/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2302/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2303/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2304/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2305/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2306/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2307/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2308/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2309/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2310/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2311/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2312/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2313/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2314/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2315/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2316/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0108 Epoch 2317/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2318/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2319/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2320/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2321/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2322/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2323/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2324/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2325/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2326/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2327/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2328/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2329/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2330/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2331/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2332/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2333/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2334/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2335/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2336/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2337/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2338/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2339/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2340/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 2341/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2342/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2344/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0109 Epoch 2345/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 2346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2347/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2348/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2349/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2350/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2351/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2352/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2353/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2354/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2355/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2356/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2357/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2358/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2359/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2360/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2361/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2362/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2363/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2364/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2365/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2366/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2367/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2368/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2369/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2370/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2371/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2372/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2373/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2374/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2375/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2376/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2377/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2378/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2379/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2380/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2381/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2382/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2383/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2384/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2385/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2386/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2387/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2388/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2389/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2390/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2391/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2392/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2393/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2394/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2395/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2396/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2397/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2398/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2399/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2400/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2401/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2402/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2403/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2404/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2405/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2406/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2407/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2408/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2409/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 2410/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2411/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2412/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2413/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2414/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2415/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 2416/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2417/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2418/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2419/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2420/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2421/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2422/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 2423/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2424/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0109 Epoch 2425/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2426/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2427/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2428/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 2429/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2430/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2431/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2432/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2433/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2434/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2435/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 2436/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2437/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2438/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2439/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2440/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2441/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2442/5000 1/1 [==============================] - 0s 25ms/step - loss: 0.0108 Epoch 2443/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2444/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2445/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2446/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2447/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2448/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2449/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2450/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2451/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2452/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2453/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2454/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2455/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2457/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2458/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 2459/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2460/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2462/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2463/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2464/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0109 Epoch 2465/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2466/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2467/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2468/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2469/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2470/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2472/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2473/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2474/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2475/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2476/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 2477/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2478/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2479/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2480/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2481/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2484/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2485/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2486/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2487/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2488/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2489/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2490/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2491/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2492/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2493/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2494/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2495/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2496/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2497/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2499/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2500/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2501/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2502/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2503/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2504/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2505/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2506/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2507/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2508/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2509/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2510/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2511/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2512/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2515/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2516/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2517/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2518/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2519/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2520/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2521/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2522/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2523/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2525/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2526/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2527/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2528/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2529/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2530/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2531/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2532/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2533/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2534/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2535/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2536/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2537/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2538/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2539/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2540/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2541/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2542/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2544/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2545/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2546/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2547/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2548/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2549/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2550/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2551/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2552/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2553/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2554/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2555/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2556/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2557/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2558/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2559/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2560/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2561/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2562/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2563/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2564/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2566/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 2567/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2568/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2569/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2570/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2571/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2572/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2573/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2574/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2575/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2576/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2577/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2578/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2579/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2580/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2581/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2582/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0108 Epoch 2583/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2584/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2585/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2586/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2587/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2588/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2589/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2590/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2591/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2592/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2593/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2594/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2595/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2597/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2598/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2599/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2600/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2601/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2602/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2603/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2604/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2605/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2606/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2607/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2608/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2609/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2610/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2611/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2612/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2613/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2614/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2615/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2616/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2617/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2618/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2619/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2620/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2622/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2623/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2624/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2625/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2626/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2627/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2628/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2629/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2630/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2631/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2632/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2633/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2634/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2635/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2636/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2637/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2638/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2639/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2640/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2641/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2642/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2643/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2644/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2645/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2646/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2647/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2648/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 2649/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2650/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2651/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0109 Epoch 2652/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2653/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2654/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2655/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2656/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2657/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2658/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2659/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2660/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2661/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2662/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 2663/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2664/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2666/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2667/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2668/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2669/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2670/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2671/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2672/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2673/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2674/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2675/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2676/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2677/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 2678/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2679/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2680/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2681/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2682/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2683/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2684/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2685/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2686/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2687/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2688/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2689/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2690/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2691/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2692/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2693/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2694/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2696/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2697/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2698/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2699/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2700/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2701/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2702/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2703/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2704/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2706/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2707/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2708/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2709/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2710/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2711/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 2712/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2713/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2714/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2716/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2717/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2718/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2719/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2720/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2721/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2722/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2723/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2724/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2725/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2726/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2727/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2728/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2729/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2730/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2731/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2732/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2733/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2734/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2735/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2736/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2737/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2738/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2739/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2740/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2741/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2742/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2743/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2744/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2745/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2747/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2748/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2749/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2750/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2751/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2752/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2753/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2754/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2755/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2756/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2757/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2758/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2759/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2761/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2762/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2763/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2765/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2766/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2767/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2768/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2769/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2770/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2771/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2772/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2773/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2774/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2775/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0108 Epoch 2776/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2777/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2778/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2779/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2780/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2781/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2782/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2783/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2784/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2785/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2786/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2787/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2788/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2789/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2790/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2791/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2792/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2793/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2794/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2795/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2796/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2797/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2798/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2799/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2800/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0108 Epoch 2801/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2802/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2803/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2804/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2805/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2806/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2807/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2808/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2809/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2810/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2811/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2812/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 2813/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2814/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2815/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2816/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2817/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2818/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2819/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2820/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2821/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2822/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2823/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2824/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2825/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2826/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2827/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 2828/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2829/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2830/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2831/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2832/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2833/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2834/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2835/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2836/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2837/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2838/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2839/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2840/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2841/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2842/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2843/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2844/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0108 Epoch 2845/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2846/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2847/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2848/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2849/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2850/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2851/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2852/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2853/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2854/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2855/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2856/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2857/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2858/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2859/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2860/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2861/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2862/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0109 Epoch 2863/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2864/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2865/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2866/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2867/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2868/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2869/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2870/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 2871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2872/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2873/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2874/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 2875/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2876/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2877/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2878/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2879/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2880/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2881/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2882/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2883/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2884/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2885/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2886/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2887/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2888/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2889/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2890/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2891/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2892/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2893/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2894/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2895/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2896/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 2897/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2898/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2899/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2900/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2901/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2902/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2903/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2904/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2905/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2906/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2907/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2908/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2909/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2910/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2911/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2912/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2913/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2914/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2916/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2917/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2918/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2919/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2920/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2921/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2922/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2923/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2924/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2925/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2926/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2927/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2928/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2930/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 2931/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2932/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2933/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2934/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2935/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2936/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2937/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2938/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2939/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2940/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2941/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2942/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2943/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2944/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2945/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2946/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0108 Epoch 2947/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2948/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2949/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2950/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2951/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2952/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2953/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2954/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2955/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2956/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2958/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2959/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2960/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2961/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2962/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0108 Epoch 2963/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2964/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2965/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2966/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2967/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2968/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2969/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2970/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 2971/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2972/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2973/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2974/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2975/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 2976/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2977/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2978/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2979/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2980/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2981/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 2982/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 2983/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2984/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2985/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2986/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2987/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2988/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2989/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2990/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2991/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2992/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2993/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 2994/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 2995/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 2996/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2997/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 2998/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 2999/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3000/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3001/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3002/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3003/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3004/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3005/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3006/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3007/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3008/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 3009/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3010/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3011/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3012/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3013/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3014/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3015/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 3016/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3017/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3018/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3019/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3020/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3021/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3022/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3023/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3024/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3025/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3026/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3027/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3028/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3029/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3030/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3031/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3032/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3033/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3034/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3035/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3036/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3037/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3038/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 3039/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3040/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0108 Epoch 3041/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3042/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3043/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 3044/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3045/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3046/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3047/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3048/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 3049/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3050/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3051/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3052/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3053/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3054/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3055/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3056/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3057/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3058/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3059/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3060/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3061/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3062/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3063/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3064/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3065/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3066/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3067/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3068/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3069/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 3070/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3071/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3072/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3073/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3074/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3075/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3076/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3077/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3078/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3079/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3080/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3081/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3082/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3083/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3084/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3085/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3086/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3087/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3088/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3089/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3090/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3091/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3092/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3093/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3094/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3095/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3096/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3097/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3098/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3099/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3100/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3101/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3102/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3103/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3104/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3105/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3106/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3107/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3108/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3109/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3110/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3111/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3112/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3113/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3114/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3115/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3116/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3117/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3118/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3119/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3120/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3121/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3122/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3123/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 3124/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3126/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3127/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3128/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3129/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3130/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3131/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3132/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3133/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3134/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3135/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3136/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3137/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3138/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3139/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3140/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3141/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3142/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3143/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3145/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3146/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3147/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3148/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3149/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3150/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3151/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3152/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3153/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3154/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3155/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3156/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3157/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3158/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3159/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3161/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3162/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3163/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3165/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3166/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3167/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3168/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3169/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3170/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3171/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3172/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3173/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3174/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3175/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3176/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3177/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3178/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3179/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3180/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3181/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3182/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3183/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3184/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3185/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3186/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3187/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3188/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3189/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3190/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3191/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3192/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3193/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3194/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3195/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3196/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3197/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3198/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3199/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3200/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3201/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3202/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3204/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3205/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3206/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3207/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3208/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3210/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3211/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3212/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3213/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3214/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3215/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3216/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3217/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3218/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 3219/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3220/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3221/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3222/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3223/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3224/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3225/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3226/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3227/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3228/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3229/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3230/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3231/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 3232/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3233/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3234/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3235/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3236/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3237/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3238/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3239/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3241/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3242/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3243/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3244/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3246/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3247/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3248/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3250/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3251/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3252/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3253/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3254/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3255/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3256/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3257/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3258/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3259/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3260/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3261/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3262/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3263/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3264/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3265/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3266/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3267/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3268/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3270/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 3271/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3272/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3273/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3274/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3275/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3276/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3277/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3278/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3279/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3280/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3281/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 3282/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3283/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3284/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3285/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3286/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3287/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3288/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 3289/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3290/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3291/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3292/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3293/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3294/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3295/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3296/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3297/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3298/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3299/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3300/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3301/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3302/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3303/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3304/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3305/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3306/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3307/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3308/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 3309/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3310/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3311/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3312/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3313/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3314/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3315/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3316/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3317/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3318/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3319/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3320/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3321/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3322/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3323/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3324/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 3325/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3326/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3327/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3328/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3329/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3330/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 3331/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3333/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3334/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3335/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3336/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3337/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3338/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3339/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3340/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3341/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3342/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3344/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3345/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3347/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3348/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3349/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3350/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3351/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3352/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3353/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3354/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3355/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3356/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3357/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3358/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3359/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3360/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3361/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3362/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3363/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3364/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3365/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3366/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3367/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3368/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3370/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3371/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3372/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3373/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3374/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3375/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3376/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3377/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3378/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3379/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3380/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3381/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3382/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3383/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3384/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3385/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3386/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3387/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3388/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3389/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3390/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3391/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3392/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3393/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3394/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3395/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3396/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3397/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 3398/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 3399/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3400/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3401/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3402/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3403/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3404/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3405/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3406/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3407/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3408/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3409/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3410/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3411/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3412/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3413/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3414/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3415/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3416/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3417/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3418/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3419/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3420/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3421/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3422/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3423/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3424/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3425/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3426/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3427/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3428/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3429/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3430/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3431/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0108 Epoch 3432/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3433/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3434/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3435/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3436/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3437/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3438/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3439/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3440/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3441/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3442/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3443/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3444/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3445/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3446/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3447/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3448/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3449/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3450/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3451/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3452/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3453/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3454/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3455/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3456/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3457/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3458/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3459/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3460/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3461/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3462/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3463/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3464/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3465/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3466/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3467/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3468/5000 1/1 [==============================] - 0s 8ms/step - loss: 0.0108 Epoch 3469/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3470/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3471/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3472/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3473/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3474/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3475/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3476/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3477/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3478/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3479/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3480/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3481/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 3482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3484/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 3485/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3486/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3487/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3488/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 3489/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3490/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3491/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 3492/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3493/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3494/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3495/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3496/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3497/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3499/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3500/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3501/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3502/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3503/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3504/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3505/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3506/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3507/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3508/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3509/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3510/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3511/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3512/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3515/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3516/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3517/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3518/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3520/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3521/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3522/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3523/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3524/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0108 Epoch 3525/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3526/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3527/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3528/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3529/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3530/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3531/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3532/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3533/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3534/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3535/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3536/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3537/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3538/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3539/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3540/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3541/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3542/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3544/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3545/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3546/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0108 Epoch 3547/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3548/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3549/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3550/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3551/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3552/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3553/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3554/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3555/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3556/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3557/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3558/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3559/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3560/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3561/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3562/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3563/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3564/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3565/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3566/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3567/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3568/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3569/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3570/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3571/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3572/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3573/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3574/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3575/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3576/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3577/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3578/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3579/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3580/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3581/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3582/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3583/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3584/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3585/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3586/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3587/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3588/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3589/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3590/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3591/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3592/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3593/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3594/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3595/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3597/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3598/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3599/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3600/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3601/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3602/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3603/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3604/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3605/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3606/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3607/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3608/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3609/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3610/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3611/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3612/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3613/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3614/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 3615/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3616/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3617/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3618/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3619/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3620/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3621/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3622/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3623/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3624/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3625/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3626/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3627/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3628/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3629/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3630/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3631/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3632/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3633/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3634/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3635/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 3636/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3637/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3638/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3639/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3640/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3641/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3642/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3643/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3644/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3645/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0109 Epoch 3646/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3647/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0109 Epoch 3648/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 3649/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3650/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3651/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3652/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 3653/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3654/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3655/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3656/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0109 Epoch 3657/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3659/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3660/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3661/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3662/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3663/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3664/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3665/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3666/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3667/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3668/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3669/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3670/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3671/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3672/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3673/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3674/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3675/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3676/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3677/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3678/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3679/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3680/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3681/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3682/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3683/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3684/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3685/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3686/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3687/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3689/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3690/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3691/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3692/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3693/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3694/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3696/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3697/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3698/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3699/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3700/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3701/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3702/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3703/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3704/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3706/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3707/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3708/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3709/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3710/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3711/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3712/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3713/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3714/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3716/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3717/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3718/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3719/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3720/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3721/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3722/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3723/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3724/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3725/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3726/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3727/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3728/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3729/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3730/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 3731/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3732/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3733/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3734/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3735/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3737/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3738/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3739/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3740/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3741/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0109 Epoch 3742/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3743/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3744/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3745/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3746/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3747/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3748/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3749/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3750/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3751/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3752/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3753/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3754/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3755/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3756/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3757/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3758/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3759/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3761/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3762/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3763/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3765/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3766/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3767/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3768/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3769/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3770/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3771/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3772/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3773/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3774/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3775/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3776/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3777/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3778/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3779/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3780/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3781/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3782/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3783/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3784/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3785/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3786/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3787/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3788/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3789/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3790/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3791/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3792/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3793/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3794/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3795/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3796/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3797/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3798/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3799/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3800/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3801/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3802/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3803/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3804/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3805/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3806/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3807/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3808/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3809/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3810/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3811/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3812/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3813/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3814/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3815/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3817/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3818/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3819/5000 1/1 [==============================] - 0s 9ms/step - loss: 0.0108 Epoch 3820/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3821/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3822/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3823/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0108 Epoch 3824/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3825/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3826/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3827/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3828/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3829/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3830/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3831/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3832/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3833/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3834/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3835/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3836/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3837/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3838/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3839/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3840/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3841/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3842/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3843/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3844/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3845/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3846/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 3847/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3848/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3849/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 3850/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3851/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3852/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3853/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3854/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3855/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3856/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3857/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3858/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3859/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3860/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3861/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3862/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3863/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 3864/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3865/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3866/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3867/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3868/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3869/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3870/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3872/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3873/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3874/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3875/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3876/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3877/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3878/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3879/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3880/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3881/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3882/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3883/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3884/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3885/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3886/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3887/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3888/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3889/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3890/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3891/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3892/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0108 Epoch 3893/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3894/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3895/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3896/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3897/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3898/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3899/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3900/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3901/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3902/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3903/5000 1/1 [==============================] - 0s 988us/step - loss: 0.0108 Epoch 3904/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3905/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3906/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3907/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3908/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3909/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3910/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3911/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3912/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 3913/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3914/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0108 Epoch 3915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3916/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3917/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3918/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3919/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3920/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 3921/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3922/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3923/5000 1/1 [==============================] - 0s 987us/step - loss: 0.0108 Epoch 3924/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3925/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3926/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3927/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3928/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3930/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3931/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3932/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3933/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3934/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3936/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3937/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3938/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3939/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3940/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3941/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3942/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3943/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3944/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3945/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3946/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3947/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3948/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3949/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 3950/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3951/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3952/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3953/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3954/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 3955/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3956/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3957/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3958/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3959/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3960/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3961/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3962/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3963/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3964/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3965/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3966/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3967/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 3968/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3969/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3970/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3971/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 3972/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 3973/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3974/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3975/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3976/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3977/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3978/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3979/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3980/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3981/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3982/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 3983/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3984/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3985/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3986/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3987/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3988/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3989/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3990/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3991/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3992/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3993/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3994/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3995/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3996/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 3997/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 3998/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 3999/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4000/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4001/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4002/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4003/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4004/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4005/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4006/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4007/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4008/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4009/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4010/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4011/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4012/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4013/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4014/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4015/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4016/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4017/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4018/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4019/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4020/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4021/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4022/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4023/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4024/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4025/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4026/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0108 Epoch 4027/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4028/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4029/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4030/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4031/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4032/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4033/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4034/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4035/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4036/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4037/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4038/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4039/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4040/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4041/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4042/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4043/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4044/5000 1/1 [==============================] - 0s 989us/step - loss: 0.0108 Epoch 4045/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4046/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0108 Epoch 4047/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4048/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4049/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4050/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4051/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4052/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4053/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4054/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4055/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4056/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4057/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4058/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4059/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4060/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4061/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4062/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4063/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4064/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4065/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4066/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4067/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4068/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4069/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4070/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0108 Epoch 4071/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4072/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4073/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4074/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4075/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4076/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4077/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4078/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4079/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4080/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4081/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4082/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4083/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4084/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4085/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4086/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4087/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4088/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4089/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4090/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4091/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4092/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4093/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4094/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4095/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4096/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4097/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4098/5000 1/1 [==============================] - 0s 9ms/step - loss: 0.0108 Epoch 4099/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4100/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4101/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4102/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4103/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4104/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4105/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4106/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4107/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4108/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4109/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4110/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4111/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4112/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4113/5000 1/1 [==============================] - 0s 675us/step - loss: 0.0108 Epoch 4114/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4115/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4116/5000 1/1 [==============================] - 0s 13ms/step - loss: 0.0108 Epoch 4117/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4118/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4119/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4120/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4121/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4122/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4123/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4124/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4125/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4126/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4127/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4128/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4129/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4130/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4131/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4132/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4133/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4134/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4135/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4136/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4137/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4138/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4139/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4140/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4141/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4142/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4143/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4144/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4145/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4146/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4147/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4148/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4149/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4150/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 4151/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4152/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4153/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4154/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4155/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4156/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4157/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4158/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4159/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4160/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4161/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4162/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4163/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4164/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4165/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4166/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4167/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4168/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4169/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4170/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4171/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4172/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4173/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4174/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4175/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4176/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4177/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4178/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4179/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4180/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4181/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4182/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 4183/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4184/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4185/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4186/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4187/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4188/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4189/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4190/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4191/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4192/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4193/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4194/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4195/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4196/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4197/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4198/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4199/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4200/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4201/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4202/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4203/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4204/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4205/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4206/5000 1/1 [==============================] - 0s 991us/step - loss: 0.0108 Epoch 4207/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4208/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0108 Epoch 4209/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4210/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4211/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4212/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4213/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4214/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4215/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 4216/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4217/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4218/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4219/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4220/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4221/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4222/5000 1/1 [==============================] - 0s 6ms/step - loss: 0.0108 Epoch 4223/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4224/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4225/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4226/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4227/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4228/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4229/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4230/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4231/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4232/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4233/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4234/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4235/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4236/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4237/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4238/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4239/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 4240/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4241/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4242/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 4243/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4244/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4245/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4246/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4247/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4248/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4249/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4250/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 4251/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4252/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4253/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4254/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 4255/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4256/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4257/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4258/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4259/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4260/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4261/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4262/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4263/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4264/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4265/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4266/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4267/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4268/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4269/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4270/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4271/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4272/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4273/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4274/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4275/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4276/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4277/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4278/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4279/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4280/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4281/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4282/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4283/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4284/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4285/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4286/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4287/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4288/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4289/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4290/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4291/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4292/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4293/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4294/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4295/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4296/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4297/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4298/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4299/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4300/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4301/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4302/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4303/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4304/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4305/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4306/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4307/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4308/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4309/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4310/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4311/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4312/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4313/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4314/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 4315/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4316/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4317/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4318/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4319/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4320/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4321/5000 1/1 [==============================] - 0s 943us/step - loss: 0.0108 Epoch 4322/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4323/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4324/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4325/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4326/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4327/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4328/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 4329/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4330/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4331/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4332/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4333/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4334/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 4335/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4336/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4337/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4338/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4339/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4340/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4341/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4342/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4343/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4344/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4345/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4346/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4347/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4348/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 4349/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4350/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4351/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4352/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4353/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4354/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4355/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4356/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4357/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4358/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4359/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4360/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4361/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4362/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4363/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4364/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4365/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4366/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4367/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4368/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4369/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4370/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4371/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4372/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4373/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4374/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4375/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4376/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4377/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 4378/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4379/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4380/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4381/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4382/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4383/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4384/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4385/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4386/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4387/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4388/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0109 Epoch 4389/5000 1/1 [==============================] - 0s 994us/step - loss: 0.0108 Epoch 4390/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4391/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4392/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4393/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4394/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4395/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4396/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 4397/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4398/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4399/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4400/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4401/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4402/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4403/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4404/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4405/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4406/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4407/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4408/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4409/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4410/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4411/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4412/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4413/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4414/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4415/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4416/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4417/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4418/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4419/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4420/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 4421/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4422/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4423/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4424/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4425/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4426/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4427/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4428/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4429/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4430/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4431/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4432/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4433/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4434/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4435/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4436/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4437/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4438/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4439/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4440/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4441/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4442/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4443/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4444/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4445/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4446/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4447/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4448/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4449/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4450/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4451/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4452/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4453/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4454/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4455/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4456/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4457/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4458/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4459/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4460/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4461/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4462/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4463/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4464/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4465/5000 1/1 [==============================] - 0s 990us/step - loss: 0.0108 Epoch 4466/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4467/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4468/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4469/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4470/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4471/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4472/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4473/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 4474/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4475/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4476/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4477/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4478/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4479/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4480/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4481/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4482/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4483/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4484/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4485/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4486/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4487/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4488/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4489/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4490/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4491/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4492/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4493/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4494/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4495/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4496/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4497/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4498/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4499/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4500/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4501/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4502/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4503/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4504/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4505/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4506/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4507/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 4508/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4509/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4510/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4511/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4512/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4513/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4514/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4515/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4516/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4517/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4518/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4519/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4520/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4521/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4522/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4523/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4524/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4525/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4526/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4527/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4528/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4529/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4530/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4531/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4532/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4533/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4534/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4535/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4536/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4537/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4538/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 4539/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4540/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4541/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4542/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4543/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4544/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4545/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4546/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4547/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4548/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4549/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4550/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4551/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4552/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4553/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4554/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4555/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4556/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4557/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4558/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4559/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4560/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4561/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4562/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4563/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4564/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4565/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4566/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4567/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4568/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4569/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4570/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4571/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4572/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4573/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4574/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4575/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4576/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4577/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4578/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4579/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4580/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4581/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4582/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4583/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4584/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4585/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4586/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4587/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4588/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4589/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4590/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4591/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4592/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4593/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4594/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4595/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4596/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4597/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4598/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4599/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4600/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4601/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4602/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4603/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4604/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4605/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4606/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4607/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4608/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4609/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4610/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4611/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4612/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4613/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4614/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4615/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4616/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4617/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4618/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4619/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4620/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4621/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4622/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4623/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4624/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4625/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4626/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4627/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4628/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4629/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4630/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4631/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4632/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4633/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4634/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4635/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4636/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 4637/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4638/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4639/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4640/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4641/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4642/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4643/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4644/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4645/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4646/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4647/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4648/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4649/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4650/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4651/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4652/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4653/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4654/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4655/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4656/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4657/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4658/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4659/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4660/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4661/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4662/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4663/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4664/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4665/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4666/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4667/5000 1/1 [==============================] - 0s 992us/step - loss: 0.0108 Epoch 4668/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4669/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4670/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4671/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4672/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4673/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4674/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4675/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4676/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4677/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4678/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4679/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4680/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4681/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4682/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4683/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4684/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 4685/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4686/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4687/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4688/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4689/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4690/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4691/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4692/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4693/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4694/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4695/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4696/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4697/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4698/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4699/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4700/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4701/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4702/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4703/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4704/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4705/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4706/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4707/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4708/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4709/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4710/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4711/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4712/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4713/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4714/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4715/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4716/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4717/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4718/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4719/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4720/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 4721/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4722/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4723/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4724/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4725/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4726/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4727/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4728/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4729/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4730/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4731/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4732/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4733/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4734/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4735/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4736/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4737/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4738/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4739/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4740/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4741/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4742/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4743/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4744/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4745/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4746/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4747/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4748/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4749/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4750/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4751/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4752/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4753/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4754/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0108 Epoch 4755/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4756/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4757/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4758/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4759/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4760/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4761/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4762/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4763/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4764/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4765/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4766/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4767/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4768/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4769/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4770/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4771/5000 1/1 [==============================] - 0s 993us/step - loss: 0.0108 Epoch 4772/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4773/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4774/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4775/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4776/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4777/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4778/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4779/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4780/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4781/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4782/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4783/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4784/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4785/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4786/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4787/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4788/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4789/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4790/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4791/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4792/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4793/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4794/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4795/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4796/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4797/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4798/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4799/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4800/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4801/5000 1/1 [==============================] - 0s 895us/step - loss: 0.0108 Epoch 4802/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4803/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4804/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4805/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4806/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4807/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4808/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4809/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4810/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4811/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4812/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4813/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4814/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4815/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4816/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4817/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4818/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4819/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4820/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4821/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4822/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4823/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4824/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4825/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4826/5000 1/1 [==============================] - 0s 7ms/step - loss: 0.0108 Epoch 4827/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4828/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4829/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4830/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4831/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4832/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 4833/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4834/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4835/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4836/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0109 Epoch 4837/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4838/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4839/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4840/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4841/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4842/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4843/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4844/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4845/5000 1/1 [==============================] - 0s 31ms/step - loss: 0.0108 Epoch 4846/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4847/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4848/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4849/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4850/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4851/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4852/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4853/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4854/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4855/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4856/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4857/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4858/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4859/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4860/5000 1/1 [==============================] - 0s 4ms/step - loss: 0.0108 Epoch 4861/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4862/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4863/5000 1/1 [==============================] - 0s 610us/step - loss: 0.0108 Epoch 4864/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4865/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4866/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4867/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4868/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4869/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 4870/5000 1/1 [==============================] - 0s 1ms/step - loss: 0.0108 Epoch 4871/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4872/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 4873/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4874/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0108 Epoch 4875/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4876/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4877/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 4878/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4879/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 4880/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4881/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4882/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4883/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0109 Epoch 4884/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4885/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4886/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0109 Epoch 4887/5000 1/1 [==============================] - 0s 1000us/step - loss: 0.0108 Epoch 4888/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4889/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4890/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4891/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4892/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0109 Epoch 4893/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4894/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4895/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0109 Epoch 4896/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 4897/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4898/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4899/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0109 Epoch 4900/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4901/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4902/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4903/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4904/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0109 Epoch 4905/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4906/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4907/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4908/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4909/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4910/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4911/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4912/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4913/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4914/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4915/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4916/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4917/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4918/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4919/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4920/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4921/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4922/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4923/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4924/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4925/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4926/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4927/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4928/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4929/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4930/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4931/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4932/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4933/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4934/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4935/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4936/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4937/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4938/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4939/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4940/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4941/5000 1/1 [==============================] - 0s 996us/step - loss: 0.0108 Epoch 4942/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4943/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4944/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4945/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4946/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4947/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4948/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4949/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4950/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4951/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4952/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4953/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4954/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4955/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4956/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4957/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4958/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4959/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4960/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4961/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4962/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0109 Epoch 4963/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4964/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4965/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4966/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4967/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4968/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4969/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4970/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4971/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4972/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4973/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4974/5000 1/1 [==============================] - 0s 5ms/step - loss: 0.0108 Epoch 4975/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4976/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4977/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4978/5000 1/1 [==============================] - 0s 999us/step - loss: 0.0108 Epoch 4979/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4980/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4981/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4982/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4983/5000 1/1 [==============================] - 0s 995us/step - loss: 0.0108 Epoch 4984/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4985/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4986/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4987/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4988/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4989/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4990/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4991/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4992/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4993/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4994/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4995/5000 1/1 [==============================] - 0s 3ms/step - loss: 0.0108 Epoch 4996/5000 1/1 [==============================] - 0s 998us/step - loss: 0.0108 Epoch 4997/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 Epoch 4998/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 4999/5000 1/1 [==============================] - 0s 997us/step - loss: 0.0108 Epoch 5000/5000 1/1 [==============================] - 0s 2ms/step - loss: 0.0108 1/1 [==============================] - 0s 52ms/step
print("Predictions[0,:,0]= ", predictions[0,:,0])
print("weights= ", weights)
#model.save_weights('weights.hdf5') #save weights to file
with open("convnetweights.pickle", 'wb') as weightfile:
pickle.dump(ww, weightfile)
Predictions[0,:,0]= [ 0.0000000e+00 0.0000000e+00 0.0000000e+00 1.9504575e-02 5.4611884e-02 -9.7719617e-02 -1.3080239e-04 -7.5221062e-05 -9.1195107e-06 9.9966520e-01 -3.8525162e-05 -9.4487350e-06 -5.0769282e-05 -8.5505839e-05 0.0000000e+00 0.0000000e+00] weights= [-1.1708369e-04 1.8294071e-05 3.1883079e-05 -5.6541176e-05 1.3688699e+00 -1.0266447e+00 8.5459702e-02 1.0683096e-01]
plt.figure(figsize=(10,8))
plt.plot(predictions[0,:,0])
plt.title('The Conv. Neural Network Output')
plt.grid()
plt.figure(figsize=(10,8))
plt.plot(weights)
plt.grid()
plt.title('The Weights')
plt.figure(figsize=(10,8))
plt.plot(X[0,:,0])
plt.title('The Input Signal')
plt.grid()
Pytorch is an alternative to Keras. Pytorch is used when more control of the neural network structure is desired. Our example for a convolutional neural network with causal padding:
%%html
<center>
<iframe width="560" height="315" src="https://www.youtube.com/embed/_GzpaojzhBY?rel=0" frameborder="0" allow="accelerometer; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</center>
# -- coding: utf-8 -- __author__ = 'Gerald Schuller' __copyright__ = 'G.S.'
""" Simple program to use a convolutional neural network to obtain a matched filter, or an analysis filter bank, with filtering followed by downsampling, using pytorch. Gerald Schuller, July 2018. """
# pytorch_simpl_convnet.py
import torch
import torch.nn as nn
import numpy as np
import matplotlib.pyplot as plt
import sys
import pickle
def generate_dummy_data():
#Method to generate some artificial data in an numpy array form in order to fit the network.
#:return: X, Y numpy arrays used for training, X: Input, Y: Target
#Input signal X, a Ramp function:
X= np.hstack((np.zeros((1,9)),np.expand_dims(np.arange(5),axis=0),np.zeros((1,9)))) #ramp as simple signal to detect
#Make it unit L2 norm:
X= X/np.sqrt(np.dot(X,X.transpose()))
#Make input a shape that keras expects,
#input X with shape (batch, channels, length), channels: e.g. RGB
#https://pytorch.org/docs/stable/nn.html
X = np.expand_dims(X, axis=0) #add batch dimension (here only 1 batch)
#Target function Y, the desired output:
Y = np.zeros((1,30))
Y[0,16]=1 #Detecting the signal at its end (for convolution padding='causal').
#Make target a shape pytorch expects, same as input X shape:
Y=np.expand_dims(Y, axis=0)
return X, Y
# Demonstration on using the code.
X, Y = generate_dummy_data() # Acquire Training Dataset
#print("Input X[0,:,0]=", X[0,:,0], "X.shape=", X.shape )
#print("Target Y[0,:,0]=", Y[0,:,0], "Y.shape=", Y.shape)
X=torch.from_numpy(X)
Y=torch.from_numpy(Y)
X=X.type(torch.Tensor)
Y=Y.type(torch.Tensor)
#X = torch.randn(1, 1, 23)
#Y = torch.randn(1, 1, 30)
#print("Input X[0,:,0]=", X[0,:,0], "X.shape=", X.shape )
#print("Target Y[0,:,0]=", Y[0,:,0], "Y.shape=", Y.shape)
print("Generate Model:")
#model = generate_model() # Compile an neural net
#input size (N,Cin,L), N is a batch size, C denotes a number of channels, L is a length of signal sequence.
#padding=kernel_size-1 corresponds to "causal" in Keras:
model= nn.Sequential(nn.Conv1d(in_channels=1, out_channels=1, kernel_size=8,
stride=1, padding=7,groups=1, bias=False),)
#model= nn.Conv1d(1,1,kernel_size=8)
print("Def. loss function:")
loss_fn = nn.MSELoss()
#learning_rate = 1e-4
optimizer = torch.optim.Adam(model.parameters())#, lr=learning_rate)
Generate Model: Def. loss function:
for epoch in range(5000):
Ypred=model(X)
loss=loss_fn(Ypred, Y)
if epoch%100==0:
print(epoch, loss.item())
optimizer.zero_grad()
loss.backward()
optimizer.step()
0 0.05866348743438721 100 0.04296145588159561 200 0.03483019769191742 300 0.029294447973370552 400 0.02489369548857212 500 0.021172529086470604 600 0.01799827627837658 700 0.015300889499485493 800 0.013017171062529087 900 0.011087893508374691 1000 0.009459640830755234 1100 0.008085238747298717 1200 0.00692351907491684 1300 0.005938938353210688 1400 0.00510131660848856 1500 0.004385499283671379 1600 0.003770963754504919 1700 0.0032413003500550985 1800 0.00278360559605062 1900 0.0023877944331616163 2000 0.002045940374955535 2100 0.0017516905209049582 2200 0.0014997744001448154 2300 0.0012856400571763515 2400 0.0011051956098526716 2500 0.0009546572109684348 2600 0.0008304647635668516 2700 0.0007292499649338424 2800 0.0006478376453742385 2900 0.0005832677707076073 3000 0.0005328136612661183 3100 0.000494006962981075 3200 0.00046465612831525505 3300 0.00044284487375989556 3400 0.0004269353812560439 3500 0.000415556482039392 3600 0.00040758520481176674 3700 0.0004021206696052104 3800 0.0003984615905210376 3900 0.00039606954669579864 4000 0.0003945449716411531 4100 0.00039359935908578336 4200 0.0003930289822164923 4300 0.00039269524859264493 4400 0.00039250595727935433 4500 0.00039240214391611516 4600 0.0003923471085727215 4700 0.0003923189069610089 4800 0.0003923051990568638 4900 0.0003922985924873501
Ypred=model(X)
Ypred=Ypred.data.numpy()
print("Predictions= ", Ypred[0,0,:])
weights=list(model.parameters())
print("Pytorch weights=", weights[0].data.numpy())
#Save in Pytorch format:
torch.save(model.state_dict(), 'model.ckpt')
#save weights to Pickle file:
with open("pytorchconvnetweights.pickle", 'wb') as weightfile:
pickle.dump(weights, weightfile)
Predictions= [ 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 2.3575153e-02 6.3947313e-02 -7.9957046e-02 2.2099856e-02 7.4167647e-03 3.3787622e-03 9.8806238e-01 5.4605925e-03 1.0249496e-03 -5.1446585e-04 -1.4920970e-03 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00] Pytorch weights= [[[-2.0431380e-03 8.2789216e-04 1.8041199e-03 6.2209726e-03 1.3471854e+00 -1.0093241e+00 9.2000991e-02 1.2912643e-01]]]
plt.figure(figsize=(10,8))
plt.plot(Ypred[0,0,:])
plt.title('The Conv. Neural Network Output')
plt.grid()
plt.figure(figsize=(10,8))
plt.plot(weights[0].data.numpy()[0,0,:])
plt.title('The Pytorch Weights, corr. instead of conv is used!')
plt.grid()
plt.figure(figsize=(10,8))
plt.plot(X[0,0,:].numpy())
plt.title('The Input Signal')
plt.grid()
Pytorch uses correlation instead of convolution for its filtering process, see:
%%html
<iframe src="https://pytorch.org/docs/stable/nn.html" width="900" height="400">
</iframe>
%%html
<center>
<iframe width="560" height="315" src="https://www.youtube.com/embed/zj7ueZvotqs?rel=0" frameborder="0" allow="accelerometer; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</center>
In audio processing, the Conv1D layer is useful when the entire audio signal is in memory. Then the convolution can be seen as shifting the time reversed impulse response (the weights) along the audio signal to produce the output of the convolution.
But when we would like to do real time audio processing, the audio signal arrives block by block from the sound card, and we should process them as they arrive. This can be seen as shifting the audio signal along the time reversed impulse response (the weights).
We can implement this using a "dense" neural network layer, using a keras "Dense" layer. This layer has different defintions for the weights and the input, hence we need to translate them for this layer. The "Dense" layer basically implements a matrix multiplication, where the input signal is a row vector from the left and the matrix from the right contains the weights (in our case this matrix is a column vector).
First the weights. They don’t have the "channel" dimension, hence we need to remove it:
weights[0]=weights[0][:,:,0]
then we need to apply the time reversal from the convolution to it:
weights[0]=np.flip(weights[0], axis=0)
The we can set up a dense neural network model:
filtlen=len(weights[0]) model = Sequential() model.add(Dense(units=1, activation='linear', use_bias=False, input_shape=(filtlen,)) ) model.set_weights(weights)
Finally we need to transpose the input to be a row vector:
X=np.transpose(X,axes=(0,2,1))
Then we can loop over the signal. Here it still comes from the signal in memory, but it could also come from the sound card:
for n in range(siglen-filtlen):
#cut out the current signal block:
Xblock=X[0,:,n:n+filtlen]
prediction[n]=model.predict(Xblock)```
# -- coding: utf-8 -- author = 'Gerald Schuller' copyright = 'G.S.'
""" Simple program to implement a convolutional neural network using a dense network, for real time audio implementations. Gerald Schuller, July 2017. """
# keras_simpl_densenet.py
from keras.models import Sequential
from keras.layers.core import Dense, Activation
from keras.layers.convolutional import Conv1D
from keras.constraints import unit_norm
import numpy as np
import matplotlib.pyplot as plt
import sys
import pickle
#Open weights file:
with open("convnetweights.pickle", 'rb') as weightfile:
weights=pickle.load(weightfile)
print("weights[0].shape=", weights[0].shape)
weights[0].shape= (8, 1, 1)
#Converting weights from Convolutional layer to Dense layer:
weights[0]=weights[0][:,:,0] #remove channel dimension for the weights
print("weights[0].shape=", weights[0].shape)
#Flipping the impulse response (filter) dimension from the convolutional layer
#(Convolution is correlation with flipped filter weights):
#weights[0]=np.flip(weights[0], axis=0)
filtlen=len(weights[0])
print("filtlen=", filtlen)
weights[0].shape= (8, 1) filtlen= 8
#Setup dense neural network model:
model = Sequential()
model.add(Dense(units=1, activation='linear', use_bias=False, input_shape=(filtlen,)) )
model.set_weights(weights)
def generate_dummy_data():
#Method to generate some artificial data in an numpy array form in order to fit the network.
#:return: X, Y numpy arrays used for training, X: Input, Y: Target
#Input signal X, a Ramp function:
X= np.hstack((np.zeros((1,9)),np.expand_dims(np.arange(5),axis=0),np.zeros((1,9)))) #ramp as simple signal to detect
#Make it unit L2 norm:
X= X/np.sqrt(np.dot(X,X.transpose()))
#Make input a shape that keras expects,
#input X with shape (batch, length, channels), channels: e.g. RGB
#https://stackoverflow.com/questions/43235531/convolutional-neural-network-conv1d-input-shape
X=X.transpose() #signal in the middle dimension
X = np.expand_dims(X, axis=0) #add batch dimension (here only 1 batch)
#Target function Y, the desired output:
Y = np.zeros((1,23))
Y[0,16]=1 #Detecting the signal at its end (for convolution padding='causal').
#Make target a shape keras expects, same as input X shape:
Y=Y.transpose()
Y=np.expand_dims(Y, axis=0)
return X, Y
X, Y = generate_dummy_data() # Acquire signal
siglen=len(X[0,:,0])
prediction=np.zeros(siglen-filtlen+1)
#Transpose the signal for the dense layer, to obtain a row vector to be multiplied from the left
#to the weight vector in Dense:
X=np.transpose(X,axes=(0,2,1))
#Loop over the entire signal in single steps until the end, in each step try to decode:
for n in range(siglen-filtlen):
#cut out the current signal block:
Xblock=X[0,:,n:n+filtlen]
#print("Xblock.shape=", Xblock.shape)
#Estimate the likelyhood of each character for the current block:
prediction[n]=model.predict(Xblock)
plt.figure(figsize=(10,8))
plt.plot(prediction)
plt.title('The Conv. Neural Network Output')
plt.grid()
%%html
<center>
<iframe width="560" height="315" src="https://www.youtube.com/embed/3j2wA2YFn4I?rel=0" frameborder="0" allow="accelerometer; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</center>
For a keras convolutional network it is assumed that the entire data is already in memory, but in real-time, online processing, for instance for real-time audio or wireless processing, it needs to be processed as the data arrives, sample- or blockwise.
Instead of the Convent "sliding" the filter along the samples, here we slide the samples along the filter, implemented using a Dense net.
For that we need to convert the weights data format! For our Conv1D layer, the weights have the following format. It is an array of an array:
[0: filter weights, 1: bias for first layer]
[filterlength, channels (subbands) in previous layer, neurons/filters in this layer]
The weight format for our desired “Dense” layer is the following:
[0: weights, 1: bias for first layer]
[total weights=filterweights * channels (subbands or neurons) in previous layer (timereversed), neurons/filters in this layer]
We also need to observe that the convolution is a correlation with the flipped coefficients. In Our implementation we chose to keep the order of the weights, but flip the input signal instead.
Hence the weigh conversion from Conv1D to Dense is mainly a dimensionality reduction:
weights[0]=weights[0][:,0,:]
The signal is input into a shifting buffer, such that it appears fliped in time, meaning the latest sample appears at index 0:
#"slide" buffer contest one sample "up":
signalblock[:,1:]=signalblock[:,0:-1]
#assign current value to "buttom".
#This flips the signal, since the newest value appears at the
lowest index:
signalblock[0,0]= X[0,sampind]
Our example program reads in the weights from the training of "Keras Simple Convnet”, from the file “convnetweights.pickle”.
# -- coding: utf-8 -- author = 'Gerald Schuller' copyright = 'G.S.'
""" Simple program to implement a convolutional neural network, or an analysis filter bank, using a keras dense net, for real time audio or wireless processing. For a keras convolutional network it is assumed that the entire data is already in memory, but in real time processing it needs to be processed as it arrives, sample- or block-wise. Instead of Convent "sliding" the filter along the samples, here we slide the samples along the filter, implemented using a Dense net. Gerald Schuller, May 2018. """
# keras_simpl_convdensenet.py
from keras.models import Sequential
from keras.layers.core import Dense, Activation
import numpy as np
import matplotlib.pyplot as plt
import sys
import pickle
filtlen=8
def generate_model():
# Method to construct a convolutional neural network using keras and theano.
# :return: Trainable object
# Define the model.
model = Sequential()
#Obtain a linear filter from a convolutional layer, similar to a matched filter:
model.add(Dense(units=1, activation='linear', use_bias=False, input_shape=(filtlen,)))
return model
def generate_data():
#Method to generate some artificial data in an numpy array form in order to fit the Dense network.
#:return: data X: I
#Input signal X, a Ramp function:
X= np.hstack((np.zeros((1,9)),np.expand_dims(np.arange(5),axis=0),np.zeros((1,9)))) #ramp as simple signal to detect
#Make it unit L2 norm:
X= X/np.sqrt(np.dot(X,X.transpose()))
#Make input a shape that keras expects,
#For Dense net: input X with shape (batch, length),
return X
# Demonstration on using the code.
#Open weights file:
with open("convnetweights.pickle", 'rb') as weightfile:
weights=pickle.load(weightfile)
print("weights[0].shape=", weights[0].shape)
weights[0].shape= (8, 1, 1)
#Convert Conv1D to Dense weights:################################
#weight format for Conv1d:
#[0: filter weights, 1: bias for first layer]
#[filterlength, channels (subbands) in previous layer, neurons/filters in this layer]
#weight format for Dense:
#[0: weights, 1: bias for first layer]
#[total weights=filterweights * channels (subbands or neurons) in previous layer (time-reversed), neurons/filters in this layer]
#remove "channels" dimension, since we only have 1 channel here:
weights[0]=weights[0][:,0,:]
print("weights[0].shape=", weights[0].shape)
#flip filter or weights dimension, because convolution is correlation with flipped weights:
weights[0]=np.flip(weights[0], axis=0)
#Signal is flipped, so the weights don't need to be flipped.
model = generate_model()
#assign the converted weights:
model.set_weights(weights)
weights[0].shape= (8, 1)
#Aquire Input signal X, the Ramp function:
X = generate_data()
print("X.shape=", X.shape)
#initialize "sliding" block buffer for the signal, as input for the Dense net:
signalblock=np.zeros((1,filtlen))
X.shape= (1, 23)
predictionsbuffer=np.zeros(X.shape[1])
#Simulate the samples coming samplewise from e.g. a sound card:
print("X.shape[1]=",X.shape[1])
for sampind in range(X.shape[1]):
#"slide" buffer contest one sample "up":
signalblock[:,1:]=signalblock[:,0:-1]
#assign current value to "buttom".
#This flips the signal, since the newest value appears at the lowest index:
signalblock[0,0]= X[0,sampind]
#obtain model output for the block input:
prediction=model.predict(signalblock)
print("prediction.shape=", prediction.shape)
#Outputs are collected in the buffer:
predictionsbuffer[sampind]=prediction
X.shape[1]= 23 prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1) prediction.shape= (1, 1)
print("predictionsbuffer.shape=", predictionsbuffer.shape)
plt.figure(figsize=(10,8))
plt.plot(predictionsbuffer)
plt.title('The Conv. Neural Network Output')
plt.grid()
plt.figure(figsize=(10,8))
plt.plot(weights[0])
plt.grid()
plt.title('The Weights')
plt.figure(figsize=(10,8))
plt.plot(X[0,:])
plt.title('The Input Signal')
plt.grid()
predictionsbuffer.shape= (23,)
Observe: We get the identical output as from our Convnet, but now we get 1 output sample for each new input sample.