Binary classification using Keras

For comparison with Perceptron as a binary classifier.

raise SystemExit("Stop right there!");

An exception has occurred, use %tb to see the full traceback.

SystemExit: Stop right there!

Importing libraries and packages

# System
import os

# Mathematical operations and data manipulation
import pandas as pd

# Modelling
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense

# Plotting
import matplotlib.pyplot as plt

%matplotlib inline

os.environ["TF_CPP_MIN_LOG_LEVEL"] = "2"

Set paths

# Path to datasets directory
data_path = "./datasets"
# Path to assets directory (for saving results to)
assets_path = "./assets"

Loading dataset

dataset = pd.read_csv(f"{data_path}/data.csv")

dataset.head()

	label	x1	x2
0	1	2.6487	4.5192
1	1	1.5438	2.4443
2	1	1.8990	4.2409
3	1	2.4711	5.8097
4	1	3.3590	6.4423

The data has three columns. x1 and x2 are the features, and the label column contains the labels 0 or 1.

Exploring dataset

plt.scatter(
    dataset[dataset["label"] == 0]["x1"],
    dataset[dataset["label"] == 0]["x2"],
    marker="*",
)
plt.scatter(
    dataset[dataset["label"] == 1]["x1"],
    dataset[dataset["label"] == 1]["x2"],
    marker="<",
)

<matplotlib.collections.PathCollection at 0x7feefb77e670>

Training of the perceptron

# Split into features and labels. Convert values at the end into
# matrix format
x_input = dataset[["x1", "x2"]].values
y_label = dataset[["label"]].values

# Building the Sequential model
model = Sequential()
model.add(Dense(units=1, input_dim=2, activation="sigmoid"))

# Providing the training parameters using the compile method
model.compile(
    optimizer="adam", loss="binary_crossentropy", metrics=["accuracy"]
)

# Inspecting the model configuration using the summary function
model.summary()

Model: "sequential"
_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
dense (Dense)                (None, 1)                 3         
=================================================================
Total params: 3
Trainable params: 3
Non-trainable params: 0
_________________________________________________________________

# Training the model by calling the fit() method
model.fit(x_input, y_label, epochs=1500)

Epoch 1/1500
1/1 [==============================] - 0s 332ms/step - loss: 6.2351 - accuracy: 0.4286
Epoch 2/1500
1/1 [==============================] - 0s 14ms/step - loss: 6.2284 - accuracy: 0.4286
Epoch 3/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.2217 - accuracy: 0.4286
Epoch 4/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.2150 - accuracy: 0.4286
Epoch 5/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.2082 - accuracy: 0.4286
Epoch 6/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.2015 - accuracy: 0.4286
Epoch 7/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.1948 - accuracy: 0.4286
Epoch 8/1500
1/1 [==============================] - 0s 974us/step - loss: 6.1881 - accuracy: 0.4286
Epoch 9/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.1814 - accuracy: 0.4286
Epoch 10/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.1747 - accuracy: 0.4286
Epoch 11/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.1680 - accuracy: 0.4286
Epoch 12/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.1613 - accuracy: 0.4286
Epoch 13/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.1546 - accuracy: 0.4286
Epoch 14/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.1479 - accuracy: 0.4286
Epoch 15/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.1411 - accuracy: 0.4286
Epoch 16/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.1344 - accuracy: 0.4286
Epoch 17/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.1277 - accuracy: 0.4286
Epoch 18/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.1210 - accuracy: 0.4286
Epoch 19/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.1143 - accuracy: 0.4286
Epoch 20/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.1076 - accuracy: 0.4286
Epoch 21/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.1009 - accuracy: 0.4286
Epoch 22/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.0942 - accuracy: 0.4286
Epoch 23/1500
1/1 [==============================] - 0s 3ms/step - loss: 6.0875 - accuracy: 0.4286
Epoch 24/1500
1/1 [==============================] - 0s 5ms/step - loss: 6.0808 - accuracy: 0.4286
Epoch 25/1500
1/1 [==============================] - 0s 3ms/step - loss: 6.0741 - accuracy: 0.4286
Epoch 26/1500
1/1 [==============================] - 0s 19ms/step - loss: 6.0674 - accuracy: 0.4286
Epoch 27/1500
1/1 [==============================] - 0s 4ms/step - loss: 6.0607 - accuracy: 0.4286
Epoch 28/1500
1/1 [==============================] - 0s 9ms/step - loss: 6.0540 - accuracy: 0.4286
Epoch 29/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.0473 - accuracy: 0.4286
Epoch 30/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.0405 - accuracy: 0.4286
Epoch 31/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.0338 - accuracy: 0.4286
Epoch 32/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.0271 - accuracy: 0.4286
Epoch 33/1500
1/1 [==============================] - 0s 4ms/step - loss: 6.0204 - accuracy: 0.4286
Epoch 34/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.0137 - accuracy: 0.4286
Epoch 35/1500
1/1 [==============================] - 0s 1ms/step - loss: 6.0070 - accuracy: 0.4286
Epoch 36/1500
1/1 [==============================] - 0s 2ms/step - loss: 6.0003 - accuracy: 0.4286
Epoch 37/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.9936 - accuracy: 0.4286
Epoch 38/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.9869 - accuracy: 0.4286
Epoch 39/1500
1/1 [==============================] - 0s 1ms/step - loss: 5.9802 - accuracy: 0.4286
Epoch 40/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.9735 - accuracy: 0.4286
Epoch 41/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.9668 - accuracy: 0.4286
Epoch 42/1500
1/1 [==============================] - 0s 1ms/step - loss: 5.9601 - accuracy: 0.4286
Epoch 43/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.9534 - accuracy: 0.4286
Epoch 44/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.9467 - accuracy: 0.4286
Epoch 45/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.9400 - accuracy: 0.4286
Epoch 46/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.9333 - accuracy: 0.4286
Epoch 47/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.9266 - accuracy: 0.4286
Epoch 48/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.9199 - accuracy: 0.4286
Epoch 49/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.9132 - accuracy: 0.4286
Epoch 50/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.9065 - accuracy: 0.4286
Epoch 51/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8998 - accuracy: 0.4286
Epoch 52/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8931 - accuracy: 0.4286
Epoch 53/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8864 - accuracy: 0.4286
Epoch 54/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8797 - accuracy: 0.4286
Epoch 55/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8730 - accuracy: 0.4286
Epoch 56/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8663 - accuracy: 0.4286
Epoch 57/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8596 - accuracy: 0.4286
Epoch 58/1500
1/1 [==============================] - 0s 9ms/step - loss: 5.8529 - accuracy: 0.4286
Epoch 59/1500
1/1 [==============================] - 0s 10ms/step - loss: 5.8462 - accuracy: 0.4286
Epoch 60/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.8395 - accuracy: 0.4286
Epoch 61/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8328 - accuracy: 0.4286
Epoch 62/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.8261 - accuracy: 0.4286
Epoch 63/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.8194 - accuracy: 0.4286
Epoch 64/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.8127 - accuracy: 0.4286
Epoch 65/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.8060 - accuracy: 0.4286
Epoch 66/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7993 - accuracy: 0.4286
Epoch 67/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7927 - accuracy: 0.4286
Epoch 68/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7860 - accuracy: 0.4286
Epoch 69/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.7793 - accuracy: 0.4286
Epoch 70/1500
1/1 [==============================] - 0s 1ms/step - loss: 5.7726 - accuracy: 0.4286
Epoch 71/1500
1/1 [==============================] - 0s 10ms/step - loss: 5.7659 - accuracy: 0.4286
Epoch 72/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7592 - accuracy: 0.4286
Epoch 73/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7525 - accuracy: 0.4286
Epoch 74/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7458 - accuracy: 0.4286
Epoch 75/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7391 - accuracy: 0.4286
Epoch 76/1500
1/1 [==============================] - 0s 7ms/step - loss: 5.7324 - accuracy: 0.4286
Epoch 77/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.7257 - accuracy: 0.4286
Epoch 78/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.7190 - accuracy: 0.4286
Epoch 79/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7123 - accuracy: 0.4286
Epoch 80/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.7057 - accuracy: 0.4286
Epoch 81/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6990 - accuracy: 0.4286
Epoch 82/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6923 - accuracy: 0.4286
Epoch 83/1500
1/1 [==============================] - 0s 1ms/step - loss: 5.6856 - accuracy: 0.4286
Epoch 84/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6789 - accuracy: 0.4286
Epoch 85/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6722 - accuracy: 0.4286
Epoch 86/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6655 - accuracy: 0.4286
Epoch 87/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6588 - accuracy: 0.4286
Epoch 88/1500
1/1 [==============================] - 0s 1ms/step - loss: 5.6522 - accuracy: 0.4286
Epoch 89/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6455 - accuracy: 0.4286
Epoch 90/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6388 - accuracy: 0.4286
Epoch 91/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.6321 - accuracy: 0.4286
Epoch 92/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6254 - accuracy: 0.4286
Epoch 93/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6187 - accuracy: 0.4286
Epoch 94/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6120 - accuracy: 0.4286
Epoch 95/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.6054 - accuracy: 0.4286
Epoch 96/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5987 - accuracy: 0.4286
Epoch 97/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5920 - accuracy: 0.4286
Epoch 98/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5853 - accuracy: 0.4286
Epoch 99/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5786 - accuracy: 0.4286
Epoch 100/1500
1/1 [==============================] - 0s 25ms/step - loss: 5.5719 - accuracy: 0.4286
Epoch 101/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5653 - accuracy: 0.4286
Epoch 102/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5586 - accuracy: 0.4286
Epoch 103/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5519 - accuracy: 0.4286
Epoch 104/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5452 - accuracy: 0.4286
Epoch 105/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5385 - accuracy: 0.4286
Epoch 106/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5319 - accuracy: 0.4286
Epoch 107/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5252 - accuracy: 0.4286
Epoch 108/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.5185 - accuracy: 0.4286
Epoch 109/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.5118 - accuracy: 0.4286
Epoch 110/1500
1/1 [==============================] - 0s 9ms/step - loss: 5.5052 - accuracy: 0.4286
Epoch 111/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.4985 - accuracy: 0.4286
Epoch 112/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.4918 - accuracy: 0.4286
Epoch 113/1500
1/1 [==============================] - 0s 14ms/step - loss: 5.4851 - accuracy: 0.4286
Epoch 114/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.4785 - accuracy: 0.4286
Epoch 115/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.4718 - accuracy: 0.4286
Epoch 116/1500
1/1 [==============================] - 0s 14ms/step - loss: 5.4651 - accuracy: 0.4286
Epoch 117/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.4584 - accuracy: 0.4286
Epoch 118/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.4518 - accuracy: 0.4286
Epoch 119/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.4451 - accuracy: 0.4286
Epoch 120/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.4384 - accuracy: 0.4286
Epoch 121/1500
1/1 [==============================] - 0s 11ms/step - loss: 5.4317 - accuracy: 0.4286
Epoch 122/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.4251 - accuracy: 0.4286
Epoch 123/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.4184 - accuracy: 0.4286
Epoch 124/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.4117 - accuracy: 0.4286
Epoch 125/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.4051 - accuracy: 0.4286
Epoch 126/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.3984 - accuracy: 0.4286
Epoch 127/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.3917 - accuracy: 0.4286
Epoch 128/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.3851 - accuracy: 0.4286
Epoch 129/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.3784 - accuracy: 0.4286
Epoch 130/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.3717 - accuracy: 0.4286
Epoch 131/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.3651 - accuracy: 0.4286
Epoch 132/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.3584 - accuracy: 0.4286
Epoch 133/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.3517 - accuracy: 0.4286
Epoch 134/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.3451 - accuracy: 0.4286
Epoch 135/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.3384 - accuracy: 0.4286
Epoch 136/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.3317 - accuracy: 0.4286
Epoch 137/1500
1/1 [==============================] - 0s 17ms/step - loss: 5.3251 - accuracy: 0.4286
Epoch 138/1500
1/1 [==============================] - 0s 2ms/step - loss: 5.3184 - accuracy: 0.4286
Epoch 139/1500
1/1 [==============================] - 0s 13ms/step - loss: 5.3118 - accuracy: 0.4286
Epoch 140/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.3051 - accuracy: 0.4286
Epoch 141/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2984 - accuracy: 0.4286
Epoch 142/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2918 - accuracy: 0.4286
Epoch 143/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2851 - accuracy: 0.4286
Epoch 144/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2785 - accuracy: 0.4286
Epoch 145/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.2718 - accuracy: 0.4286
Epoch 146/1500
1/1 [==============================] - 0s 9ms/step - loss: 5.2651 - accuracy: 0.4286
Epoch 147/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2585 - accuracy: 0.4286
Epoch 148/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.2518 - accuracy: 0.4286
Epoch 149/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2452 - accuracy: 0.4286
Epoch 150/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2385 - accuracy: 0.4286
Epoch 151/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.2319 - accuracy: 0.4286
Epoch 152/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2252 - accuracy: 0.4286
Epoch 153/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.2186 - accuracy: 0.4286
Epoch 154/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.2119 - accuracy: 0.4286
Epoch 155/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.2053 - accuracy: 0.4286
Epoch 156/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.1986 - accuracy: 0.4286
Epoch 157/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.1920 - accuracy: 0.4286
Epoch 158/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1853 - accuracy: 0.4286
Epoch 159/1500
1/1 [==============================] - 0s 10ms/step - loss: 5.1787 - accuracy: 0.4286
Epoch 160/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1720 - accuracy: 0.4286
Epoch 161/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1654 - accuracy: 0.4286
Epoch 162/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.1587 - accuracy: 0.4286
Epoch 163/1500
1/1 [==============================] - 0s 6ms/step - loss: 5.1521 - accuracy: 0.4286
Epoch 164/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.1454 - accuracy: 0.4286
Epoch 165/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.1388 - accuracy: 0.4286
Epoch 166/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1321 - accuracy: 0.4286
Epoch 167/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1255 - accuracy: 0.4286
Epoch 168/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1188 - accuracy: 0.4286
Epoch 169/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1122 - accuracy: 0.4286
Epoch 170/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.1056 - accuracy: 0.4286
Epoch 171/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.0989 - accuracy: 0.4286
Epoch 172/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0923 - accuracy: 0.4286
Epoch 173/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0857 - accuracy: 0.4286
Epoch 174/1500
1/1 [==============================] - 0s 4ms/step - loss: 5.0790 - accuracy: 0.4286
Epoch 175/1500
1/1 [==============================] - 0s 1ms/step - loss: 5.0724 - accuracy: 0.4286
Epoch 176/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0657 - accuracy: 0.4286
Epoch 177/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0591 - accuracy: 0.4286
Epoch 178/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0525 - accuracy: 0.4286
Epoch 179/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0458 - accuracy: 0.4286
Epoch 180/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0392 - accuracy: 0.4286
Epoch 181/1500
1/1 [==============================] - 0s 3ms/step - loss: 5.0326 - accuracy: 0.4286
Epoch 182/1500
1/1 [==============================] - 0s 14ms/step - loss: 5.0259 - accuracy: 0.4286
Epoch 183/1500
1/1 [==============================] - 0s 6ms/step - loss: 5.0193 - accuracy: 0.4286
Epoch 184/1500
1/1 [==============================] - 0s 12ms/step - loss: 5.0127 - accuracy: 0.4286
Epoch 185/1500
1/1 [==============================] - 0s 5ms/step - loss: 5.0061 - accuracy: 0.4286
Epoch 186/1500
1/1 [==============================] - 0s 1ms/step - loss: 4.9994 - accuracy: 0.4286
Epoch 187/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.9928 - accuracy: 0.4286
Epoch 188/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.9862 - accuracy: 0.4286
Epoch 189/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.9796 - accuracy: 0.4286
Epoch 190/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.9729 - accuracy: 0.4286
Epoch 191/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9663 - accuracy: 0.4286
Epoch 192/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9597 - accuracy: 0.4286
Epoch 193/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9531 - accuracy: 0.4286
Epoch 194/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9464 - accuracy: 0.4286
Epoch 195/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9398 - accuracy: 0.4286
Epoch 196/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9332 - accuracy: 0.4286
Epoch 197/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9266 - accuracy: 0.4286
Epoch 198/1500
1/1 [==============================] - 0s 7ms/step - loss: 4.9200 - accuracy: 0.4286
Epoch 199/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.9134 - accuracy: 0.4286
Epoch 200/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.9067 - accuracy: 0.4286
Epoch 201/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.9001 - accuracy: 0.4286
Epoch 202/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8935 - accuracy: 0.4286
Epoch 203/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8869 - accuracy: 0.4286
Epoch 204/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8803 - accuracy: 0.4286
Epoch 205/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.8737 - accuracy: 0.4286
Epoch 206/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8671 - accuracy: 0.4286
Epoch 207/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8605 - accuracy: 0.4286
Epoch 208/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8539 - accuracy: 0.4286
Epoch 209/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.8473 - accuracy: 0.4286
Epoch 210/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8406 - accuracy: 0.4286
Epoch 211/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8340 - accuracy: 0.4286
Epoch 212/1500
1/1 [==============================] - 0s 6ms/step - loss: 4.8274 - accuracy: 0.4286
Epoch 213/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.8208 - accuracy: 0.4286
Epoch 214/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.8142 - accuracy: 0.4286
Epoch 215/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8076 - accuracy: 0.4286
Epoch 216/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.8010 - accuracy: 0.4286
Epoch 217/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.7944 - accuracy: 0.4286
Epoch 218/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7879 - accuracy: 0.4286
Epoch 219/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.7813 - accuracy: 0.4286
Epoch 220/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7747 - accuracy: 0.4286
Epoch 221/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.7681 - accuracy: 0.4286
Epoch 222/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7615 - accuracy: 0.4286
Epoch 223/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7549 - accuracy: 0.4286
Epoch 224/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7483 - accuracy: 0.4286
Epoch 225/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7417 - accuracy: 0.4286
Epoch 226/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7351 - accuracy: 0.4286
Epoch 227/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7285 - accuracy: 0.4286
Epoch 228/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7220 - accuracy: 0.4286
Epoch 229/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7154 - accuracy: 0.4286
Epoch 230/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7088 - accuracy: 0.4286
Epoch 231/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.7022 - accuracy: 0.4286
Epoch 232/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.6956 - accuracy: 0.4286
Epoch 233/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.6891 - accuracy: 0.4286
Epoch 234/1500
1/1 [==============================] - 0s 10ms/step - loss: 4.6825 - accuracy: 0.4286
Epoch 235/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.6759 - accuracy: 0.4286
Epoch 236/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.6693 - accuracy: 0.4286
Epoch 237/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.6628 - accuracy: 0.4286
Epoch 238/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.6562 - accuracy: 0.4286
Epoch 239/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.6496 - accuracy: 0.4286
Epoch 240/1500
1/1 [==============================] - 0s 10ms/step - loss: 4.6430 - accuracy: 0.4286
Epoch 241/1500
1/1 [==============================] - 0s 5ms/step - loss: 4.6365 - accuracy: 0.4286
Epoch 242/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.6299 - accuracy: 0.4286
Epoch 243/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.6233 - accuracy: 0.4286
Epoch 244/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.6168 - accuracy: 0.4286
Epoch 245/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.6102 - accuracy: 0.4286
Epoch 246/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.6037 - accuracy: 0.4286
Epoch 247/1500
1/1 [==============================] - 0s 5ms/step - loss: 4.5971 - accuracy: 0.4286
Epoch 248/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.5905 - accuracy: 0.4286
Epoch 249/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.5840 - accuracy: 0.4286
Epoch 250/1500
1/1 [==============================] - 0s 9ms/step - loss: 4.5774 - accuracy: 0.4286
Epoch 251/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5709 - accuracy: 0.4286
Epoch 252/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.5643 - accuracy: 0.4286
Epoch 253/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.5578 - accuracy: 0.4286
Epoch 254/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5512 - accuracy: 0.4286
Epoch 255/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5447 - accuracy: 0.4286
Epoch 256/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5381 - accuracy: 0.4286
Epoch 257/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.5316 - accuracy: 0.4286
Epoch 258/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5250 - accuracy: 0.4286
Epoch 259/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5185 - accuracy: 0.4286
Epoch 260/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5120 - accuracy: 0.4286
Epoch 261/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.5054 - accuracy: 0.4286
Epoch 262/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4989 - accuracy: 0.4286
Epoch 263/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4923 - accuracy: 0.4286
Epoch 264/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4858 - accuracy: 0.4286
Epoch 265/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4793 - accuracy: 0.4286
Epoch 266/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4727 - accuracy: 0.4286
Epoch 267/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4662 - accuracy: 0.4286
Epoch 268/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4597 - accuracy: 0.4286
Epoch 269/1500
1/1 [==============================] - 0s 5ms/step - loss: 4.4532 - accuracy: 0.4286
Epoch 270/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4466 - accuracy: 0.4286
Epoch 271/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.4401 - accuracy: 0.4286
Epoch 272/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4336 - accuracy: 0.4286
Epoch 273/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4271 - accuracy: 0.4286
Epoch 274/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.4206 - accuracy: 0.4286
Epoch 275/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.4140 - accuracy: 0.4286
Epoch 276/1500
1/1 [==============================] - 0s 6ms/step - loss: 4.4075 - accuracy: 0.4286
Epoch 277/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.4010 - accuracy: 0.4286
Epoch 278/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3945 - accuracy: 0.4286
Epoch 279/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3880 - accuracy: 0.4286
Epoch 280/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3815 - accuracy: 0.4286
Epoch 281/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3750 - accuracy: 0.4286
Epoch 282/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3685 - accuracy: 0.4286
Epoch 283/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.3620 - accuracy: 0.4286
Epoch 284/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3555 - accuracy: 0.4286
Epoch 285/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3490 - accuracy: 0.4286
Epoch 286/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3425 - accuracy: 0.4286
Epoch 287/1500
1/1 [==============================] - 0s 10ms/step - loss: 4.3360 - accuracy: 0.4286
Epoch 288/1500
1/1 [==============================] - ETA: 0s - loss: 4.3295 - accuracy: 0.4286 - 0s 3ms/step - loss: 4.3295 - accuracy: 0.4286
Epoch 289/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3230 - accuracy: 0.4286
Epoch 290/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3165 - accuracy: 0.4286
Epoch 291/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.3100 - accuracy: 0.4286
Epoch 292/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.3036 - accuracy: 0.4286
Epoch 293/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.2971 - accuracy: 0.4286
Epoch 294/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.2906 - accuracy: 0.4286
Epoch 295/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.2841 - accuracy: 0.4286
Epoch 296/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.2776 - accuracy: 0.4286
Epoch 297/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.2712 - accuracy: 0.4286
Epoch 298/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.2647 - accuracy: 0.4286
Epoch 299/1500
1/1 [==============================] - 0s 12ms/step - loss: 4.2582 - accuracy: 0.4286
Epoch 300/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.2518 - accuracy: 0.4286
Epoch 301/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.2453 - accuracy: 0.4286
Epoch 302/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.2388 - accuracy: 0.4286
Epoch 303/1500
1/1 [==============================] - 0s 6ms/step - loss: 4.2324 - accuracy: 0.4286
Epoch 304/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.2259 - accuracy: 0.4286
Epoch 305/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.2195 - accuracy: 0.4286
Epoch 306/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.2130 - accuracy: 0.4286
Epoch 307/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.2065 - accuracy: 0.4286
Epoch 308/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.2001 - accuracy: 0.4286
Epoch 309/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1937 - accuracy: 0.4286
Epoch 310/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1872 - accuracy: 0.4286
Epoch 311/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1808 - accuracy: 0.4286
Epoch 312/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1743 - accuracy: 0.4286
Epoch 313/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1679 - accuracy: 0.4286
Epoch 314/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1614 - accuracy: 0.4286
Epoch 315/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1550 - accuracy: 0.4286
Epoch 316/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.1486 - accuracy: 0.4286
Epoch 317/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1422 - accuracy: 0.4286
Epoch 318/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1357 - accuracy: 0.4286
Epoch 319/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1293 - accuracy: 0.4286
Epoch 320/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1229 - accuracy: 0.4286
Epoch 321/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1165 - accuracy: 0.4286
Epoch 322/1500
1/1 [==============================] - 0s 6ms/step - loss: 4.1100 - accuracy: 0.4286
Epoch 323/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.1036 - accuracy: 0.4286
Epoch 324/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0972 - accuracy: 0.4286
Epoch 325/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0908 - accuracy: 0.4286
Epoch 326/1500
1/1 [==============================] - 0s 5ms/step - loss: 4.0844 - accuracy: 0.4286
Epoch 327/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.0780 - accuracy: 0.4286
Epoch 328/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0716 - accuracy: 0.4286
Epoch 329/1500
1/1 [==============================] - 0s 4ms/step - loss: 4.0652 - accuracy: 0.4286
Epoch 330/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0588 - accuracy: 0.4286
Epoch 331/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0524 - accuracy: 0.4286
Epoch 332/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.0460 - accuracy: 0.4286
Epoch 333/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0396 - accuracy: 0.4286
Epoch 334/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0332 - accuracy: 0.4286
Epoch 335/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0269 - accuracy: 0.4286
Epoch 336/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0205 - accuracy: 0.4286
Epoch 337/1500
1/1 [==============================] - 0s 5ms/step - loss: 4.0141 - accuracy: 0.4286
Epoch 338/1500
1/1 [==============================] - 0s 2ms/step - loss: 4.0077 - accuracy: 0.4286
Epoch 339/1500
1/1 [==============================] - 0s 3ms/step - loss: 4.0014 - accuracy: 0.4286
Epoch 340/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9950 - accuracy: 0.4286
Epoch 341/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9886 - accuracy: 0.4286
Epoch 342/1500
1/1 [==============================] - 0s 10ms/step - loss: 3.9823 - accuracy: 0.4286
Epoch 343/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9759 - accuracy: 0.4286
Epoch 344/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9695 - accuracy: 0.4286
Epoch 345/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9632 - accuracy: 0.4286
Epoch 346/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9568 - accuracy: 0.4286
Epoch 347/1500
1/1 [==============================] - 0s 8ms/step - loss: 3.9505 - accuracy: 0.4286
Epoch 348/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9442 - accuracy: 0.4286
Epoch 349/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9378 - accuracy: 0.4286
Epoch 350/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9315 - accuracy: 0.4286
Epoch 351/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9251 - accuracy: 0.4286
Epoch 352/1500
1/1 [==============================] - 0s 11ms/step - loss: 3.9188 - accuracy: 0.4286
Epoch 353/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9125 - accuracy: 0.4286
Epoch 354/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.9061 - accuracy: 0.4286
Epoch 355/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.8998 - accuracy: 0.4286
Epoch 356/1500
1/1 [==============================] - 0s 6ms/step - loss: 3.8935 - accuracy: 0.4286
Epoch 357/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.8872 - accuracy: 0.4286
Epoch 358/1500
1/1 [==============================] - 0s 10ms/step - loss: 3.8809 - accuracy: 0.4286
Epoch 359/1500
1/1 [==============================] - 0s 6ms/step - loss: 3.8746 - accuracy: 0.4286
Epoch 360/1500
1/1 [==============================] - 0s 10ms/step - loss: 3.8683 - accuracy: 0.4286
Epoch 361/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.8620 - accuracy: 0.4286
Epoch 362/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.8557 - accuracy: 0.4286
Epoch 363/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.8494 - accuracy: 0.4286
Epoch 364/1500
1/1 [==============================] - 0s 8ms/step - loss: 3.8431 - accuracy: 0.4286
Epoch 365/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.8368 - accuracy: 0.4286
Epoch 366/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.8305 - accuracy: 0.4286
Epoch 367/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.8242 - accuracy: 0.4286
Epoch 368/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.8179 - accuracy: 0.4286
Epoch 369/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.8117 - accuracy: 0.4286
Epoch 370/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.8054 - accuracy: 0.4286
Epoch 371/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.7991 - accuracy: 0.4286
Epoch 372/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.7929 - accuracy: 0.4286
Epoch 373/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.7866 - accuracy: 0.4286
Epoch 374/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.7803 - accuracy: 0.4286
Epoch 375/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.7741 - accuracy: 0.4286
Epoch 376/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.7678 - accuracy: 0.4286
Epoch 377/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.7616 - accuracy: 0.4286
Epoch 378/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.7553 - accuracy: 0.4286
Epoch 379/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.7491 - accuracy: 0.4286
Epoch 380/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.7429 - accuracy: 0.4286
Epoch 381/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.7366 - accuracy: 0.4286
Epoch 382/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.7304 - accuracy: 0.4286
Epoch 383/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.7242 - accuracy: 0.4286
Epoch 384/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.7180 - accuracy: 0.4286
Epoch 385/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.7118 - accuracy: 0.4286
Epoch 386/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.7055 - accuracy: 0.4286
Epoch 387/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6993 - accuracy: 0.4286
Epoch 388/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.6931 - accuracy: 0.4286
Epoch 389/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6869 - accuracy: 0.4286
Epoch 390/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6807 - accuracy: 0.4286
Epoch 391/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6745 - accuracy: 0.4286
Epoch 392/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.6684 - accuracy: 0.4286
Epoch 393/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6622 - accuracy: 0.4286
Epoch 394/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6560 - accuracy: 0.4286
Epoch 395/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.6498 - accuracy: 0.4286
Epoch 396/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6437 - accuracy: 0.4286
Epoch 397/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.6375 - accuracy: 0.4286
Epoch 398/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.6313 - accuracy: 0.4286
Epoch 399/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.6252 - accuracy: 0.4286
Epoch 400/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.6190 - accuracy: 0.4286
Epoch 401/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.6129 - accuracy: 0.4286
Epoch 402/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.6067 - accuracy: 0.4286
Epoch 403/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.6006 - accuracy: 0.4286
Epoch 404/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.5945 - accuracy: 0.4286
Epoch 405/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.5883 - accuracy: 0.4286
Epoch 406/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.5822 - accuracy: 0.4286
Epoch 407/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.5761 - accuracy: 0.4286
Epoch 408/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.5700 - accuracy: 0.4286
Epoch 409/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.5639 - accuracy: 0.4286
Epoch 410/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.5577 - accuracy: 0.4286
Epoch 411/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.5516 - accuracy: 0.4286
Epoch 412/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.5456 - accuracy: 0.4286
Epoch 413/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.5395 - accuracy: 0.4286
Epoch 414/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.5334 - accuracy: 0.4286
Epoch 415/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.5273 - accuracy: 0.4286
Epoch 416/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.5212 - accuracy: 0.4286
Epoch 417/1500
1/1 [==============================] - 0s 13ms/step - loss: 3.5151 - accuracy: 0.4286
Epoch 418/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.5091 - accuracy: 0.4286
Epoch 419/1500
1/1 [==============================] - 0s 8ms/step - loss: 3.5030 - accuracy: 0.4286
Epoch 420/1500
1/1 [==============================] - 0s 6ms/step - loss: 3.4970 - accuracy: 0.4286
Epoch 421/1500
1/1 [==============================] - 0s 6ms/step - loss: 3.4909 - accuracy: 0.4286
Epoch 422/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.4849 - accuracy: 0.4286
Epoch 423/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.4788 - accuracy: 0.4286
Epoch 424/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.4728 - accuracy: 0.4286
Epoch 425/1500
1/1 [==============================] - 0s 13ms/step - loss: 3.4667 - accuracy: 0.4286
Epoch 426/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.4607 - accuracy: 0.4286
Epoch 427/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.4547 - accuracy: 0.4286
Epoch 428/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.4487 - accuracy: 0.4286
Epoch 429/1500
1/1 [==============================] - 0s 10ms/step - loss: 3.4427 - accuracy: 0.4286
Epoch 430/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.4367 - accuracy: 0.4286
Epoch 431/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.4307 - accuracy: 0.4286
Epoch 432/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.4247 - accuracy: 0.4286
Epoch 433/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.4187 - accuracy: 0.4286
Epoch 434/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.4127 - accuracy: 0.4286
Epoch 435/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.4067 - accuracy: 0.4286
Epoch 436/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.4007 - accuracy: 0.4286
Epoch 437/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.3948 - accuracy: 0.4286
Epoch 438/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3888 - accuracy: 0.4286
Epoch 439/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.3829 - accuracy: 0.4286
Epoch 440/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3769 - accuracy: 0.4286
Epoch 441/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.3710 - accuracy: 0.4286
Epoch 442/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3650 - accuracy: 0.4286
Epoch 443/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3591 - accuracy: 0.4286
Epoch 444/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3532 - accuracy: 0.4286
Epoch 445/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3472 - accuracy: 0.4286
Epoch 446/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.3413 - accuracy: 0.4286
Epoch 447/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3354 - accuracy: 0.4286
Epoch 448/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3295 - accuracy: 0.4286
Epoch 449/1500
1/1 [==============================] - ETA: 0s - loss: 3.3236 - accuracy: 0.4286 - 0s 12ms/step - loss: 3.3236 - accuracy: 0.4286
Epoch 450/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.3177 - accuracy: 0.4286
Epoch 451/1500
1/1 [==============================] - 0s 8ms/step - loss: 3.3118 - accuracy: 0.4286
Epoch 452/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3060 - accuracy: 0.4286
Epoch 453/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.3001 - accuracy: 0.4286
Epoch 454/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2942 - accuracy: 0.4286
Epoch 455/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.2884 - accuracy: 0.4286
Epoch 456/1500
1/1 [==============================] - 0s 6ms/step - loss: 3.2825 - accuracy: 0.4286
Epoch 457/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.2767 - accuracy: 0.4286
Epoch 458/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2708 - accuracy: 0.4286
Epoch 459/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.2650 - accuracy: 0.4286
Epoch 460/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.2592 - accuracy: 0.4286
Epoch 461/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.2533 - accuracy: 0.4286
Epoch 462/1500
1/1 [==============================] - 0s 15ms/step - loss: 3.2475 - accuracy: 0.4286
Epoch 463/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2417 - accuracy: 0.4286
Epoch 464/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.2359 - accuracy: 0.4286
Epoch 465/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2301 - accuracy: 0.4286
Epoch 466/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2243 - accuracy: 0.4286
Epoch 467/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2186 - accuracy: 0.4286
Epoch 468/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2128 - accuracy: 0.4286
Epoch 469/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2070 - accuracy: 0.4286
Epoch 470/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.2013 - accuracy: 0.4286
Epoch 471/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1955 - accuracy: 0.4286
Epoch 472/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1898 - accuracy: 0.4286
Epoch 473/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1840 - accuracy: 0.4286
Epoch 474/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1783 - accuracy: 0.4286
Epoch 475/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1726 - accuracy: 0.4286
Epoch 476/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1668 - accuracy: 0.4286
Epoch 477/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.1611 - accuracy: 0.4286
Epoch 478/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1554 - accuracy: 0.4286
Epoch 479/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.1497 - accuracy: 0.4286
Epoch 480/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1440 - accuracy: 0.4286
Epoch 481/1500
1/1 [==============================] - 0s 6ms/step - loss: 3.1383 - accuracy: 0.4286
Epoch 482/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.1327 - accuracy: 0.4286
Epoch 483/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1270 - accuracy: 0.4286
Epoch 484/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.1213 - accuracy: 0.4286
Epoch 485/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1157 - accuracy: 0.4286
Epoch 486/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.1100 - accuracy: 0.4286
Epoch 487/1500
1/1 [==============================] - 0s 10ms/step - loss: 3.1044 - accuracy: 0.4286
Epoch 488/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.0988 - accuracy: 0.4286
Epoch 489/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.0931 - accuracy: 0.4286
Epoch 490/1500
1/1 [==============================] - 0s 5ms/step - loss: 3.0875 - accuracy: 0.4286
Epoch 491/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0819 - accuracy: 0.4286
Epoch 492/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0763 - accuracy: 0.4286
Epoch 493/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0707 - accuracy: 0.4286
Epoch 494/1500
1/1 [==============================] - 0s 10ms/step - loss: 3.0651 - accuracy: 0.4286
Epoch 495/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0595 - accuracy: 0.4286
Epoch 496/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.0540 - accuracy: 0.4286
Epoch 497/1500
1/1 [==============================] - 0s 6ms/step - loss: 3.0484 - accuracy: 0.4286
Epoch 498/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.0429 - accuracy: 0.4286
Epoch 499/1500
1/1 [==============================] - 0s 4ms/step - loss: 3.0373 - accuracy: 0.4286
Epoch 500/1500
1/1 [==============================] - 0s 3ms/step - loss: 3.0318 - accuracy: 0.4286
Epoch 501/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0262 - accuracy: 0.4286
Epoch 502/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0207 - accuracy: 0.4286
Epoch 503/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0152 - accuracy: 0.4286
Epoch 504/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0097 - accuracy: 0.4286
Epoch 505/1500
1/1 [==============================] - 0s 2ms/step - loss: 3.0042 - accuracy: 0.4286
Epoch 506/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9987 - accuracy: 0.4286
Epoch 507/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9932 - accuracy: 0.4286
Epoch 508/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9878 - accuracy: 0.4286
Epoch 509/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9823 - accuracy: 0.4286
Epoch 510/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.9768 - accuracy: 0.4286
Epoch 511/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9714 - accuracy: 0.4286
Epoch 512/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9659 - accuracy: 0.4286
Epoch 513/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.9605 - accuracy: 0.4286
Epoch 514/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.9551 - accuracy: 0.4286
Epoch 515/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.9497 - accuracy: 0.4286
Epoch 516/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9443 - accuracy: 0.4286
Epoch 517/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9389 - accuracy: 0.4286
Epoch 518/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9335 - accuracy: 0.4286
Epoch 519/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9281 - accuracy: 0.4286
Epoch 520/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.9227 - accuracy: 0.4286
Epoch 521/1500
1/1 [==============================] - 0s 14ms/step - loss: 2.9174 - accuracy: 0.4286
Epoch 522/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.9120 - accuracy: 0.4286
Epoch 523/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.9067 - accuracy: 0.4286
Epoch 524/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.9013 - accuracy: 0.4286
Epoch 525/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.8960 - accuracy: 0.4286
Epoch 526/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.8907 - accuracy: 0.4286
Epoch 527/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.8854 - accuracy: 0.4286
Epoch 528/1500
1/1 [==============================] - 0s 6ms/step - loss: 2.8801 - accuracy: 0.4286
Epoch 529/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.8748 - accuracy: 0.4286
Epoch 530/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.8695 - accuracy: 0.4286
Epoch 531/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.8642 - accuracy: 0.4286
Epoch 532/1500
1/1 [==============================] - ETA: 0s - loss: 2.8590 - accuracy: 0.4286 - 0s 3ms/step - loss: 2.8590 - accuracy: 0.4286
Epoch 533/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.8537 - accuracy: 0.4286
Epoch 534/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.8485 - accuracy: 0.4286
Epoch 535/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.8432 - accuracy: 0.4286
Epoch 536/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.8380 - accuracy: 0.4286
Epoch 537/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.8328 - accuracy: 0.4286
Epoch 538/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.8276 - accuracy: 0.4286
Epoch 539/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.8224 - accuracy: 0.4286
Epoch 540/1500
1/1 [==============================] - 0s 6ms/step - loss: 2.8172 - accuracy: 0.4286
Epoch 541/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.8120 - accuracy: 0.4286
Epoch 542/1500
1/1 [==============================] - 0s 6ms/step - loss: 2.8068 - accuracy: 0.4286
Epoch 543/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.8017 - accuracy: 0.4286
Epoch 544/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7965 - accuracy: 0.4286
Epoch 545/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.7914 - accuracy: 0.4286
Epoch 546/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.7862 - accuracy: 0.4286
Epoch 547/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7811 - accuracy: 0.4286
Epoch 548/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.7760 - accuracy: 0.4286
Epoch 549/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7709 - accuracy: 0.4286
Epoch 550/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7658 - accuracy: 0.4286
Epoch 551/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7607 - accuracy: 0.4286
Epoch 552/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7556 - accuracy: 0.4286
Epoch 553/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7506 - accuracy: 0.4286
Epoch 554/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7455 - accuracy: 0.4286
Epoch 555/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7405 - accuracy: 0.4286
Epoch 556/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.7355 - accuracy: 0.4286
Epoch 557/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.7304 - accuracy: 0.4286
Epoch 558/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7254 - accuracy: 0.4286
Epoch 559/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.7204 - accuracy: 0.4286
Epoch 560/1500
1/1 [==============================] - 0s 11ms/step - loss: 2.7154 - accuracy: 0.4286
Epoch 561/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.7104 - accuracy: 0.4286
Epoch 562/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.7055 - accuracy: 0.4286
Epoch 563/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.7005 - accuracy: 0.4286
Epoch 564/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6955 - accuracy: 0.4286
Epoch 565/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6906 - accuracy: 0.4286
Epoch 566/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.6857 - accuracy: 0.4286
Epoch 567/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.6807 - accuracy: 0.4286
Epoch 568/1500
1/1 [==============================] - 0s 7ms/step - loss: 2.6758 - accuracy: 0.4286
Epoch 569/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.6709 - accuracy: 0.4286
Epoch 570/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.6660 - accuracy: 0.4286
Epoch 571/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6611 - accuracy: 0.4286
Epoch 572/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.6563 - accuracy: 0.4286
Epoch 573/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6514 - accuracy: 0.4286
Epoch 574/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6466 - accuracy: 0.4286
Epoch 575/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.6417 - accuracy: 0.4286
Epoch 576/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6369 - accuracy: 0.4286
Epoch 577/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6321 - accuracy: 0.4286
Epoch 578/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6273 - accuracy: 0.4286
Epoch 579/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6225 - accuracy: 0.4286
Epoch 580/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.6177 - accuracy: 0.4286
Epoch 581/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6129 - accuracy: 0.4286
Epoch 582/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6081 - accuracy: 0.4286
Epoch 583/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.6034 - accuracy: 0.4286
Epoch 584/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.5986 - accuracy: 0.4286
Epoch 585/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5939 - accuracy: 0.4286
Epoch 586/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5892 - accuracy: 0.4286
Epoch 587/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5844 - accuracy: 0.4286
Epoch 588/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5797 - accuracy: 0.4286
Epoch 589/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5751 - accuracy: 0.4286
Epoch 590/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.5704 - accuracy: 0.4286
Epoch 591/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5657 - accuracy: 0.4286
Epoch 592/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5610 - accuracy: 0.4286
Epoch 593/1500
1/1 [==============================] - 0s 14ms/step - loss: 2.5564 - accuracy: 0.4286
Epoch 594/1500
1/1 [==============================] - 0s 11ms/step - loss: 2.5518 - accuracy: 0.4286
Epoch 595/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5471 - accuracy: 0.4286
Epoch 596/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.5425 - accuracy: 0.4286
Epoch 597/1500
1/1 [==============================] - 0s 6ms/step - loss: 2.5379 - accuracy: 0.4286
Epoch 598/1500
1/1 [==============================] - 0s 14ms/step - loss: 2.5333 - accuracy: 0.4286
Epoch 599/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5287 - accuracy: 0.4286
Epoch 600/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.5242 - accuracy: 0.4286
Epoch 601/1500
1/1 [==============================] - 0s 9ms/step - loss: 2.5196 - accuracy: 0.4286
Epoch 602/1500
1/1 [==============================] - 0s 7ms/step - loss: 2.5150 - accuracy: 0.4286
Epoch 603/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.5105 - accuracy: 0.4286
Epoch 604/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.5060 - accuracy: 0.4286
Epoch 605/1500
1/1 [==============================] - 0s 9ms/step - loss: 2.5015 - accuracy: 0.4286
Epoch 606/1500
1/1 [==============================] - 0s 8ms/step - loss: 2.4970 - accuracy: 0.4286
Epoch 607/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.4925 - accuracy: 0.4286
Epoch 608/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.4880 - accuracy: 0.4286
Epoch 609/1500
1/1 [==============================] - 0s 9ms/step - loss: 2.4835 - accuracy: 0.4286
Epoch 610/1500
1/1 [==============================] - 0s 10ms/step - loss: 2.4790 - accuracy: 0.4286
Epoch 611/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.4746 - accuracy: 0.4286
Epoch 612/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.4702 - accuracy: 0.4286
Epoch 613/1500
1/1 [==============================] - 0s 7ms/step - loss: 2.4657 - accuracy: 0.4286
Epoch 614/1500
1/1 [==============================] - 0s 7ms/step - loss: 2.4613 - accuracy: 0.4286
Epoch 615/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.4569 - accuracy: 0.4286
Epoch 616/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.4525 - accuracy: 0.3810
Epoch 617/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.4481 - accuracy: 0.3810
Epoch 618/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.4437 - accuracy: 0.3810
Epoch 619/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.4394 - accuracy: 0.3810
Epoch 620/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.4350 - accuracy: 0.3810
Epoch 621/1500
1/1 [==============================] - 0s 23ms/step - loss: 2.4307 - accuracy: 0.3810
Epoch 622/1500
1/1 [==============================] - 0s 10ms/step - loss: 2.4264 - accuracy: 0.3810
Epoch 623/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.4221 - accuracy: 0.3810
Epoch 624/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.4178 - accuracy: 0.3810
Epoch 625/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.4135 - accuracy: 0.3810
Epoch 626/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.4092 - accuracy: 0.3810
Epoch 627/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.4049 - accuracy: 0.3810
Epoch 628/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.4006 - accuracy: 0.3810
Epoch 629/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3964 - accuracy: 0.3810
Epoch 630/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.3922 - accuracy: 0.3810
Epoch 631/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3879 - accuracy: 0.3810
Epoch 632/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3837 - accuracy: 0.3333
Epoch 633/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3795 - accuracy: 0.3333
Epoch 634/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.3753 - accuracy: 0.3333
Epoch 635/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3711 - accuracy: 0.3333
Epoch 636/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.3670 - accuracy: 0.3333
Epoch 637/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3628 - accuracy: 0.3333
Epoch 638/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3587 - accuracy: 0.3333
Epoch 639/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3545 - accuracy: 0.3333
Epoch 640/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.3504 - accuracy: 0.3333
Epoch 641/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3463 - accuracy: 0.3333
Epoch 642/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.3422 - accuracy: 0.3333
Epoch 643/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3381 - accuracy: 0.2857
Epoch 644/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3340 - accuracy: 0.2857
Epoch 645/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3300 - accuracy: 0.2857
Epoch 646/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3259 - accuracy: 0.2857
Epoch 647/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3219 - accuracy: 0.2857
Epoch 648/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3178 - accuracy: 0.2857
Epoch 649/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3138 - accuracy: 0.2857
Epoch 650/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.3098 - accuracy: 0.2857
Epoch 651/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3058 - accuracy: 0.2857
Epoch 652/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.3018 - accuracy: 0.2857
Epoch 653/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2978 - accuracy: 0.2857
Epoch 654/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2939 - accuracy: 0.2857
Epoch 655/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2899 - accuracy: 0.2857
Epoch 656/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.2860 - accuracy: 0.2857
Epoch 657/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2820 - accuracy: 0.2857
Epoch 658/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2781 - accuracy: 0.2857
Epoch 659/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2742 - accuracy: 0.2857
Epoch 660/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2703 - accuracy: 0.2857
Epoch 661/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.2664 - accuracy: 0.2857
Epoch 662/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2626 - accuracy: 0.2857
Epoch 663/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2587 - accuracy: 0.2857
Epoch 664/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2548 - accuracy: 0.2857
Epoch 665/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2510 - accuracy: 0.2857
Epoch 666/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.2472 - accuracy: 0.2857
Epoch 667/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2434 - accuracy: 0.2857
Epoch 668/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2395 - accuracy: 0.2857
Epoch 669/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2357 - accuracy: 0.2857
Epoch 670/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2320 - accuracy: 0.2857
Epoch 671/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2282 - accuracy: 0.2857
Epoch 672/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2244 - accuracy: 0.2857
Epoch 673/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2207 - accuracy: 0.2857
Epoch 674/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2169 - accuracy: 0.2857
Epoch 675/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2132 - accuracy: 0.2857
Epoch 676/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.2095 - accuracy: 0.2857
Epoch 677/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2058 - accuracy: 0.2857
Epoch 678/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.2021 - accuracy: 0.2857
Epoch 679/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1984 - accuracy: 0.2857
Epoch 680/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1947 - accuracy: 0.2857
Epoch 681/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.1911 - accuracy: 0.2857
Epoch 682/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1874 - accuracy: 0.2857
Epoch 683/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.1838 - accuracy: 0.2857
Epoch 684/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.1802 - accuracy: 0.2857
Epoch 685/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1765 - accuracy: 0.2857
Epoch 686/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1729 - accuracy: 0.2857
Epoch 687/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.1693 - accuracy: 0.2857
Epoch 688/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1658 - accuracy: 0.2857
Epoch 689/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.1622 - accuracy: 0.2857
Epoch 690/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1586 - accuracy: 0.2857
Epoch 691/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1551 - accuracy: 0.2857
Epoch 692/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1515 - accuracy: 0.2857
Epoch 693/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1480 - accuracy: 0.2857
Epoch 694/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1445 - accuracy: 0.2857
Epoch 695/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1410 - accuracy: 0.2857
Epoch 696/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1375 - accuracy: 0.2857
Epoch 697/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1340 - accuracy: 0.2857
Epoch 698/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1305 - accuracy: 0.2857
Epoch 699/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1271 - accuracy: 0.2857
Epoch 700/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1236 - accuracy: 0.2857
Epoch 701/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1202 - accuracy: 0.2857
Epoch 702/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1167 - accuracy: 0.2857
Epoch 703/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1133 - accuracy: 0.2381
Epoch 704/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1099 - accuracy: 0.2381
Epoch 705/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1065 - accuracy: 0.1905
Epoch 706/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.1031 - accuracy: 0.1905
Epoch 707/1500
1/1 [==============================] - 0s 10ms/step - loss: 2.0997 - accuracy: 0.1905
Epoch 708/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0964 - accuracy: 0.1905
Epoch 709/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.0930 - accuracy: 0.1905
Epoch 710/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0897 - accuracy: 0.1905
Epoch 711/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0864 - accuracy: 0.1905
Epoch 712/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.0830 - accuracy: 0.1905
Epoch 713/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0797 - accuracy: 0.1905
Epoch 714/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.0764 - accuracy: 0.1905
Epoch 715/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.0731 - accuracy: 0.1905
Epoch 716/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0698 - accuracy: 0.1429
Epoch 717/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0666 - accuracy: 0.1429
Epoch 718/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0633 - accuracy: 0.1429
Epoch 719/1500
1/1 [==============================] - 0s 1ms/step - loss: 2.0601 - accuracy: 0.1429
Epoch 720/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0568 - accuracy: 0.0952
Epoch 721/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0536 - accuracy: 0.0952
Epoch 722/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0504 - accuracy: 0.0952
Epoch 723/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0472 - accuracy: 0.0952
Epoch 724/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0440 - accuracy: 0.0952
Epoch 725/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.0408 - accuracy: 0.0952
Epoch 726/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0376 - accuracy: 0.0952
Epoch 727/1500
1/1 [==============================] - 0s 4ms/step - loss: 2.0345 - accuracy: 0.0952
Epoch 728/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.0313 - accuracy: 0.0952
Epoch 729/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.0282 - accuracy: 0.0952
Epoch 730/1500
1/1 [==============================] - 0s 9ms/step - loss: 2.0250 - accuracy: 0.0952
Epoch 731/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0219 - accuracy: 0.0952
Epoch 732/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0188 - accuracy: 0.0952
Epoch 733/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0157 - accuracy: 0.0952
Epoch 734/1500
1/1 [==============================] - 0s 3ms/step - loss: 2.0126 - accuracy: 0.0952
Epoch 735/1500
1/1 [==============================] - 0s 5ms/step - loss: 2.0095 - accuracy: 0.0952
Epoch 736/1500
1/1 [==============================] - 0s 7ms/step - loss: 2.0064 - accuracy: 0.0952
Epoch 737/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0034 - accuracy: 0.0952
Epoch 738/1500
1/1 [==============================] - 0s 2ms/step - loss: 2.0003 - accuracy: 0.0952
Epoch 739/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9973 - accuracy: 0.0952
Epoch 740/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9942 - accuracy: 0.0952
Epoch 741/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9912 - accuracy: 0.0952
Epoch 742/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9882 - accuracy: 0.0952
Epoch 743/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9852 - accuracy: 0.0952
Epoch 744/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9822 - accuracy: 0.0952
Epoch 745/1500
1/1 [==============================] - 0s 13ms/step - loss: 1.9792 - accuracy: 0.0952
Epoch 746/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9763 - accuracy: 0.0952
Epoch 747/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9733 - accuracy: 0.0952
Epoch 748/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9704 - accuracy: 0.0952
Epoch 749/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.9674 - accuracy: 0.0952
Epoch 750/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9645 - accuracy: 0.0476
Epoch 751/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9616 - accuracy: 0.0476
Epoch 752/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9586 - accuracy: 0.0476
Epoch 753/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.9557 - accuracy: 0.0476
Epoch 754/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9528 - accuracy: 0.0476
Epoch 755/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9500 - accuracy: 0.0476
Epoch 756/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.9471 - accuracy: 0.0476
Epoch 757/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.9442 - accuracy: 0.0476
Epoch 758/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.9414 - accuracy: 0.0476
Epoch 759/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9385 - accuracy: 0.0476
Epoch 760/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.9357 - accuracy: 0.0476
Epoch 761/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9329 - accuracy: 0.0476
Epoch 762/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.9301 - accuracy: 0.0476
Epoch 763/1500
1/1 [==============================] - 0s 13ms/step - loss: 1.9272 - accuracy: 0.0476
Epoch 764/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.9244 - accuracy: 0.0476
Epoch 765/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.9217 - accuracy: 0.0476
Epoch 766/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.9189 - accuracy: 0.0476
Epoch 767/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9161 - accuracy: 0.0476
Epoch 768/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9134 - accuracy: 0.0476
Epoch 769/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9106 - accuracy: 0.0476
Epoch 770/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9079 - accuracy: 0.0476
Epoch 771/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.9051 - accuracy: 0.0476
Epoch 772/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.9024 - accuracy: 0.0476
Epoch 773/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.8997 - accuracy: 0.0476
Epoch 774/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8970 - accuracy: 0.0476
Epoch 775/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.8943 - accuracy: 0.0476
Epoch 776/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.8916 - accuracy: 0.0476
Epoch 777/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.8890 - accuracy: 0.0476
Epoch 778/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.8863 - accuracy: 0.0476
Epoch 779/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8836 - accuracy: 0.0476
Epoch 780/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.8810 - accuracy: 0.0476
Epoch 781/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.8783 - accuracy: 0.0476
Epoch 782/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.8757 - accuracy: 0.0476
Epoch 783/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.8731 - accuracy: 0.0476
Epoch 784/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8705 - accuracy: 0.0476
Epoch 785/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8679 - accuracy: 0.0476
Epoch 786/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8653 - accuracy: 0.0476
Epoch 787/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.8627 - accuracy: 0.0476
Epoch 788/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.8601 - accuracy: 0.0476
Epoch 789/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8576 - accuracy: 0.0476
Epoch 790/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8550 - accuracy: 0.0476
Epoch 791/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.8525 - accuracy: 0.0000e+00
Epoch 792/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8499 - accuracy: 0.0000e+00
Epoch 793/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8474 - accuracy: 0.0000e+00
Epoch 794/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8449 - accuracy: 0.0000e+00
Epoch 795/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.8423 - accuracy: 0.0000e+00
Epoch 796/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8398 - accuracy: 0.0000e+00
Epoch 797/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8373 - accuracy: 0.0000e+00
Epoch 798/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.8349 - accuracy: 0.0000e+00
Epoch 799/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.8324 - accuracy: 0.0000e+00
Epoch 800/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8299 - accuracy: 0.0000e+00
Epoch 801/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8275 - accuracy: 0.0000e+00
Epoch 802/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.8250 - accuracy: 0.0000e+00
Epoch 803/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.8226 - accuracy: 0.0000e+00
Epoch 804/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8201 - accuracy: 0.0000e+00
Epoch 805/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8177 - accuracy: 0.0000e+00
Epoch 806/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8153 - accuracy: 0.0000e+00
Epoch 807/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.8129 - accuracy: 0.0000e+00
Epoch 808/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8105 - accuracy: 0.0000e+00
Epoch 809/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8081 - accuracy: 0.0000e+00
Epoch 810/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8057 - accuracy: 0.0000e+00
Epoch 811/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8033 - accuracy: 0.0000e+00
Epoch 812/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.8009 - accuracy: 0.0000e+00
Epoch 813/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.7986 - accuracy: 0.0000e+00
Epoch 814/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7962 - accuracy: 0.0000e+00
Epoch 815/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7939 - accuracy: 0.0000e+00
Epoch 816/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7915 - accuracy: 0.0000e+00
Epoch 817/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7892 - accuracy: 0.0000e+00
Epoch 818/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7869 - accuracy: 0.0000e+00
Epoch 819/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.7846 - accuracy: 0.0000e+00
Epoch 820/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7823 - accuracy: 0.0000e+00
Epoch 821/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7800 - accuracy: 0.0000e+00
Epoch 822/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7777 - accuracy: 0.0000e+00
Epoch 823/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.7754 - accuracy: 0.0000e+00
Epoch 824/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7731 - accuracy: 0.0000e+00
Epoch 825/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7709 - accuracy: 0.0000e+00
Epoch 826/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7686 - accuracy: 0.0000e+00
Epoch 827/1500
1/1 [==============================] - 0s 14ms/step - loss: 1.7664 - accuracy: 0.0000e+00
Epoch 828/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7641 - accuracy: 0.0000e+00
Epoch 829/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7619 - accuracy: 0.0000e+00
Epoch 830/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7597 - accuracy: 0.0000e+00
Epoch 831/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7575 - accuracy: 0.0000e+00
Epoch 832/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.7553 - accuracy: 0.0000e+00
Epoch 833/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7531 - accuracy: 0.0000e+00
Epoch 834/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7509 - accuracy: 0.0000e+00
Epoch 835/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7487 - accuracy: 0.0000e+00
Epoch 836/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7465 - accuracy: 0.0000e+00
Epoch 837/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7443 - accuracy: 0.0000e+00
Epoch 838/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.7422 - accuracy: 0.0000e+00
Epoch 839/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7400 - accuracy: 0.0000e+00
Epoch 840/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7379 - accuracy: 0.0000e+00
Epoch 841/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7357 - accuracy: 0.0000e+00
Epoch 842/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.7336 - accuracy: 0.0000e+00
Epoch 843/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.7315 - accuracy: 0.0000e+00
Epoch 844/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7294 - accuracy: 0.0000e+00
Epoch 845/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7272 - accuracy: 0.0000e+00
Epoch 846/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.7251 - accuracy: 0.0000e+00
Epoch 847/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7230 - accuracy: 0.0000e+00
Epoch 848/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.7210 - accuracy: 0.0000e+00
Epoch 849/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7189 - accuracy: 0.0000e+00
Epoch 850/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7168 - accuracy: 0.0000e+00
Epoch 851/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7147 - accuracy: 0.0000e+00
Epoch 852/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.7127 - accuracy: 0.0000e+00
Epoch 853/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7106 - accuracy: 0.0000e+00
Epoch 854/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7086 - accuracy: 0.0000e+00
Epoch 855/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.7065 - accuracy: 0.0000e+00
Epoch 856/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7045 - accuracy: 0.0000e+00
Epoch 857/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.7025 - accuracy: 0.0000e+00
Epoch 858/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.7005 - accuracy: 0.0000e+00
Epoch 859/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6985 - accuracy: 0.0000e+00
Epoch 860/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6965 - accuracy: 0.0000e+00
Epoch 861/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6945 - accuracy: 0.0000e+00
Epoch 862/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6925 - accuracy: 0.0000e+00
Epoch 863/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6905 - accuracy: 0.0000e+00
Epoch 864/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.6885 - accuracy: 0.0000e+00
Epoch 865/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6866 - accuracy: 0.0000e+00
Epoch 866/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6846 - accuracy: 0.0000e+00
Epoch 867/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.6826 - accuracy: 0.0000e+00
Epoch 868/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.6807 - accuracy: 0.0000e+00
Epoch 869/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.6788 - accuracy: 0.0000e+00
Epoch 870/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.6768 - accuracy: 0.0000e+00
Epoch 871/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.6749 - accuracy: 0.0000e+00
Epoch 872/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6730 - accuracy: 0.0000e+00
Epoch 873/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6711 - accuracy: 0.0000e+00
Epoch 874/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.6692 - accuracy: 0.0000e+00
Epoch 875/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.6673 - accuracy: 0.0000e+00
Epoch 876/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6654 - accuracy: 0.0000e+00
Epoch 877/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.6635 - accuracy: 0.0000e+00
Epoch 878/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6616 - accuracy: 0.0000e+00
Epoch 879/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6597 - accuracy: 0.0000e+00
Epoch 880/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.6579 - accuracy: 0.0000e+00
Epoch 881/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.6560 - accuracy: 0.0000e+00
Epoch 882/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6541 - accuracy: 0.0000e+00
Epoch 883/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6523 - accuracy: 0.0000e+00
Epoch 884/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6504 - accuracy: 0.0000e+00
Epoch 885/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6486 - accuracy: 0.0000e+00
Epoch 886/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.6468 - accuracy: 0.0000e+00
Epoch 887/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6450 - accuracy: 0.0000e+00
Epoch 888/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.6431 - accuracy: 0.0000e+00
Epoch 889/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.6413 - accuracy: 0.0000e+00
Epoch 890/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.6395 - accuracy: 0.0000e+00
Epoch 891/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6377 - accuracy: 0.0000e+00
Epoch 892/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6359 - accuracy: 0.0000e+00
Epoch 893/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6341 - accuracy: 0.0000e+00
Epoch 894/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.6324 - accuracy: 0.0000e+00
Epoch 895/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.6306 - accuracy: 0.0000e+00
Epoch 896/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6288 - accuracy: 0.0000e+00
Epoch 897/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6271 - accuracy: 0.0000e+00
Epoch 898/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6253 - accuracy: 0.0000e+00
Epoch 899/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6236 - accuracy: 0.0000e+00
Epoch 900/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6218 - accuracy: 0.0000e+00
Epoch 901/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.6201 - accuracy: 0.0000e+00
Epoch 902/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.6183 - accuracy: 0.0000e+00
Epoch 903/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6166 - accuracy: 0.0000e+00
Epoch 904/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6149 - accuracy: 0.0000e+00
Epoch 905/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6132 - accuracy: 0.0000e+00
Epoch 906/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.6115 - accuracy: 0.0000e+00
Epoch 907/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.6098 - accuracy: 0.0000e+00
Epoch 908/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.6081 - accuracy: 0.0000e+00
Epoch 909/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.6064 - accuracy: 0.0000e+00
Epoch 910/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.6047 - accuracy: 0.0000e+00
Epoch 911/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.6030 - accuracy: 0.0000e+00
Epoch 912/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.6013 - accuracy: 0.0000e+00
Epoch 913/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.5997 - accuracy: 0.0000e+00
Epoch 914/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.5980 - accuracy: 0.0000e+00
Epoch 915/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.5963 - accuracy: 0.0000e+00
Epoch 916/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5947 - accuracy: 0.0000e+00
Epoch 917/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.5930 - accuracy: 0.0000e+00
Epoch 918/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.5914 - accuracy: 0.0000e+00
Epoch 919/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.5897 - accuracy: 0.0000e+00
Epoch 920/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.5881 - accuracy: 0.0000e+00
Epoch 921/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.5865 - accuracy: 0.0000e+00
Epoch 922/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.5849 - accuracy: 0.0000e+00
Epoch 923/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.5833 - accuracy: 0.0000e+00
Epoch 924/1500
1/1 [==============================] - 0s 19ms/step - loss: 1.5816 - accuracy: 0.0000e+00
Epoch 925/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.5800 - accuracy: 0.0000e+00
Epoch 926/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5784 - accuracy: 0.0000e+00
Epoch 927/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5768 - accuracy: 0.0000e+00
Epoch 928/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.5752 - accuracy: 0.0000e+00
Epoch 929/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5737 - accuracy: 0.0000e+00
Epoch 930/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5721 - accuracy: 0.0000e+00
Epoch 931/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5705 - accuracy: 0.0000e+00
Epoch 932/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5689 - accuracy: 0.0000e+00
Epoch 933/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5674 - accuracy: 0.0000e+00
Epoch 934/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.5658 - accuracy: 0.0000e+00
Epoch 935/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.5643 - accuracy: 0.0000e+00
Epoch 936/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5627 - accuracy: 0.0000e+00
Epoch 937/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5612 - accuracy: 0.0000e+00
Epoch 938/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5596 - accuracy: 0.0000e+00
Epoch 939/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.5581 - accuracy: 0.0000e+00
Epoch 940/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.5566 - accuracy: 0.0000e+00
Epoch 941/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5550 - accuracy: 0.0000e+00
Epoch 942/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5535 - accuracy: 0.0000e+00
Epoch 943/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5520 - accuracy: 0.0000e+00
Epoch 944/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5505 - accuracy: 0.0000e+00
Epoch 945/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5490 - accuracy: 0.0000e+00
Epoch 946/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5475 - accuracy: 0.0000e+00
Epoch 947/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5460 - accuracy: 0.0000e+00
Epoch 948/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5445 - accuracy: 0.0000e+00
Epoch 949/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.5430 - accuracy: 0.0000e+00
Epoch 950/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5415 - accuracy: 0.0000e+00
Epoch 951/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5400 - accuracy: 0.0000e+00
Epoch 952/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5386 - accuracy: 0.0000e+00
Epoch 953/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5371 - accuracy: 0.0000e+00
Epoch 954/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5356 - accuracy: 0.0000e+00
Epoch 955/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5342 - accuracy: 0.0000e+00
Epoch 956/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5327 - accuracy: 0.0000e+00
Epoch 957/1500
1/1 [==============================] - ETA: 0s - loss: 1.5313 - accuracy: 0.0000e+00 - 0s 2ms/step - loss: 1.5313 - accuracy: 0.0000e+00
Epoch 958/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5298 - accuracy: 0.0000e+00
Epoch 959/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5284 - accuracy: 0.0000e+00
Epoch 960/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5269 - accuracy: 0.0000e+00
Epoch 961/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.5255 - accuracy: 0.0000e+00
Epoch 962/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.5241 - accuracy: 0.0000e+00
Epoch 963/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5226 - accuracy: 0.0000e+00
Epoch 964/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5212 - accuracy: 0.0000e+00
Epoch 965/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5198 - accuracy: 0.0000e+00
Epoch 966/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5184 - accuracy: 0.0000e+00
Epoch 967/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5170 - accuracy: 0.0000e+00
Epoch 968/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5156 - accuracy: 0.0000e+00
Epoch 969/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5142 - accuracy: 0.0000e+00
Epoch 970/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.5128 - accuracy: 0.0000e+00
Epoch 971/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5114 - accuracy: 0.0000e+00
Epoch 972/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5100 - accuracy: 0.0000e+00
Epoch 973/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5086 - accuracy: 0.0000e+00
Epoch 974/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5072 - accuracy: 0.0000e+00
Epoch 975/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5058 - accuracy: 0.0000e+00
Epoch 976/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5045 - accuracy: 0.0000e+00
Epoch 977/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5031 - accuracy: 0.0000e+00
Epoch 978/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.5017 - accuracy: 0.0000e+00
Epoch 979/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.5004 - accuracy: 0.0000e+00
Epoch 980/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4990 - accuracy: 0.0000e+00
Epoch 981/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4977 - accuracy: 0.0000e+00
Epoch 982/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4963 - accuracy: 0.0000e+00
Epoch 983/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4950 - accuracy: 0.0000e+00
Epoch 984/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4936 - accuracy: 0.0000e+00
Epoch 985/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4923 - accuracy: 0.0000e+00
Epoch 986/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4909 - accuracy: 0.0000e+00
Epoch 987/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4896 - accuracy: 0.0000e+00
Epoch 988/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4883 - accuracy: 0.0000e+00
Epoch 989/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4870 - accuracy: 0.0000e+00
Epoch 990/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4856 - accuracy: 0.0000e+00
Epoch 991/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4843 - accuracy: 0.0000e+00
Epoch 992/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4830 - accuracy: 0.0000e+00
Epoch 993/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4817 - accuracy: 0.0000e+00
Epoch 994/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4804 - accuracy: 0.0000e+00
Epoch 995/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4791 - accuracy: 0.0000e+00
Epoch 996/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4778 - accuracy: 0.0000e+00
Epoch 997/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4765 - accuracy: 0.0000e+00
Epoch 998/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4752 - accuracy: 0.0000e+00
Epoch 999/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4739 - accuracy: 0.0000e+00
Epoch 1000/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4726 - accuracy: 0.0000e+00
Epoch 1001/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4713 - accuracy: 0.0000e+00
Epoch 1002/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4701 - accuracy: 0.0000e+00
Epoch 1003/1500
1/1 [==============================] - 0s 38ms/step - loss: 1.4688 - accuracy: 0.0000e+00
Epoch 1004/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.4675 - accuracy: 0.0000e+00
Epoch 1005/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.4662 - accuracy: 0.0000e+00
Epoch 1006/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.4650 - accuracy: 0.0000e+00
Epoch 1007/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.4637 - accuracy: 0.0000e+00
Epoch 1008/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4625 - accuracy: 0.0000e+00
Epoch 1009/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4612 - accuracy: 0.0000e+00
Epoch 1010/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4599 - accuracy: 0.0000e+00
Epoch 1011/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.4587 - accuracy: 0.0000e+00
Epoch 1012/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4574 - accuracy: 0.0000e+00
Epoch 1013/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4562 - accuracy: 0.0000e+00
Epoch 1014/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4550 - accuracy: 0.0000e+00
Epoch 1015/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4537 - accuracy: 0.0000e+00
Epoch 1016/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4525 - accuracy: 0.0000e+00
Epoch 1017/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4513 - accuracy: 0.0000e+00
Epoch 1018/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4500 - accuracy: 0.0000e+00
Epoch 1019/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4488 - accuracy: 0.0000e+00
Epoch 1020/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4476 - accuracy: 0.0000e+00
Epoch 1021/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4464 - accuracy: 0.0000e+00
Epoch 1022/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4451 - accuracy: 0.0000e+00
Epoch 1023/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4439 - accuracy: 0.0000e+00
Epoch 1024/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4427 - accuracy: 0.0000e+00
Epoch 1025/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4415 - accuracy: 0.0000e+00
Epoch 1026/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4403 - accuracy: 0.0000e+00
Epoch 1027/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4391 - accuracy: 0.0000e+00
Epoch 1028/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4379 - accuracy: 0.0000e+00
Epoch 1029/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4367 - accuracy: 0.0000e+00
Epoch 1030/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4355 - accuracy: 0.0000e+00
Epoch 1031/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4343 - accuracy: 0.0000e+00
Epoch 1032/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4331 - accuracy: 0.0000e+00
Epoch 1033/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4319 - accuracy: 0.0000e+00
Epoch 1034/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4307 - accuracy: 0.0000e+00
Epoch 1035/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.4296 - accuracy: 0.0000e+00
Epoch 1036/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.4284 - accuracy: 0.0000e+00
Epoch 1037/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4272 - accuracy: 0.0000e+00
Epoch 1038/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4260 - accuracy: 0.0000e+00
Epoch 1039/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4249 - accuracy: 0.0000e+00
Epoch 1040/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4237 - accuracy: 0.0000e+00
Epoch 1041/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.4225 - accuracy: 0.0000e+00
Epoch 1042/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4214 - accuracy: 0.0000e+00
Epoch 1043/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4202 - accuracy: 0.0000e+00
Epoch 1044/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4190 - accuracy: 0.0000e+00
Epoch 1045/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4179 - accuracy: 0.0000e+00
Epoch 1046/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4167 - accuracy: 0.0000e+00
Epoch 1047/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4156 - accuracy: 0.0000e+00
Epoch 1048/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4144 - accuracy: 0.0000e+00
Epoch 1049/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4133 - accuracy: 0.0000e+00
Epoch 1050/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4121 - accuracy: 0.0000e+00
Epoch 1051/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4110 - accuracy: 0.0000e+00
Epoch 1052/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4099 - accuracy: 0.0000e+00
Epoch 1053/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4087 - accuracy: 0.0000e+00
Epoch 1054/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4076 - accuracy: 0.0000e+00
Epoch 1055/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4065 - accuracy: 0.0000e+00
Epoch 1056/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4053 - accuracy: 0.0000e+00
Epoch 1057/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4042 - accuracy: 0.0000e+00
Epoch 1058/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4031 - accuracy: 0.0000e+00
Epoch 1059/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4019 - accuracy: 0.0000e+00
Epoch 1060/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.4008 - accuracy: 0.0000e+00
Epoch 1061/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.3997 - accuracy: 0.0000e+00
Epoch 1062/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3986 - accuracy: 0.0000e+00
Epoch 1063/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3975 - accuracy: 0.0000e+00
Epoch 1064/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3964 - accuracy: 0.0000e+00
Epoch 1065/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3952 - accuracy: 0.0000e+00
Epoch 1066/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.3941 - accuracy: 0.0000e+00
Epoch 1067/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3930 - accuracy: 0.0000e+00
Epoch 1068/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3919 - accuracy: 0.0000e+00
Epoch 1069/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3908 - accuracy: 0.0000e+00
Epoch 1070/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3897 - accuracy: 0.0000e+00
Epoch 1071/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3886 - accuracy: 0.0000e+00
Epoch 1072/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3875 - accuracy: 0.0000e+00
Epoch 1073/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3864 - accuracy: 0.0000e+00
Epoch 1074/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.3853 - accuracy: 0.0000e+00
Epoch 1075/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3843 - accuracy: 0.0000e+00
Epoch 1076/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.3832 - accuracy: 0.0000e+00
Epoch 1077/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.3821 - accuracy: 0.0000e+00
Epoch 1078/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3810 - accuracy: 0.0000e+00
Epoch 1079/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3799 - accuracy: 0.0000e+00
Epoch 1080/1500
1/1 [==============================] - 0s 13ms/step - loss: 1.3788 - accuracy: 0.0000e+00
Epoch 1081/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3777 - accuracy: 0.0000e+00
Epoch 1082/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3767 - accuracy: 0.0000e+00
Epoch 1083/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.3756 - accuracy: 0.0000e+00
Epoch 1084/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.3745 - accuracy: 0.0000e+00
Epoch 1085/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3734 - accuracy: 0.0000e+00
Epoch 1086/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.3724 - accuracy: 0.0000e+00
Epoch 1087/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3713 - accuracy: 0.0000e+00
Epoch 1088/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3702 - accuracy: 0.0000e+00
Epoch 1089/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3692 - accuracy: 0.0000e+00
Epoch 1090/1500
1/1 [==============================] - 0s 12ms/step - loss: 1.3681 - accuracy: 0.0000e+00
Epoch 1091/1500
1/1 [==============================] - 0s 17ms/step - loss: 1.3671 - accuracy: 0.0000e+00
Epoch 1092/1500
1/1 [==============================] - 0s 21ms/step - loss: 1.3660 - accuracy: 0.0000e+00
Epoch 1093/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.3649 - accuracy: 0.0000e+00
Epoch 1094/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3639 - accuracy: 0.0000e+00
Epoch 1095/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.3628 - accuracy: 0.0000e+00
Epoch 1096/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.3618 - accuracy: 0.0000e+00
Epoch 1097/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3607 - accuracy: 0.0000e+00
Epoch 1098/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.3597 - accuracy: 0.0000e+00
Epoch 1099/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3586 - accuracy: 0.0000e+00
Epoch 1100/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3576 - accuracy: 0.0000e+00
Epoch 1101/1500
1/1 [==============================] - 0s 973us/step - loss: 1.3565 - accuracy: 0.0000e+00
Epoch 1102/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.3555 - accuracy: 0.0000e+00
Epoch 1103/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3544 - accuracy: 0.0000e+00
Epoch 1104/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3534 - accuracy: 0.0000e+00
Epoch 1105/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.3524 - accuracy: 0.0000e+00
Epoch 1106/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3513 - accuracy: 0.0000e+00
Epoch 1107/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3503 - accuracy: 0.0000e+00
Epoch 1108/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3493 - accuracy: 0.0000e+00
Epoch 1109/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3482 - accuracy: 0.0000e+00
Epoch 1110/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3472 - accuracy: 0.0000e+00
Epoch 1111/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3462 - accuracy: 0.0000e+00
Epoch 1112/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3451 - accuracy: 0.0000e+00
Epoch 1113/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.3441 - accuracy: 0.0000e+00
Epoch 1114/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3431 - accuracy: 0.0000e+00
Epoch 1115/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.3421 - accuracy: 0.0000e+00
Epoch 1116/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3410 - accuracy: 0.0000e+00
Epoch 1117/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.3400 - accuracy: 0.0000e+00
Epoch 1118/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3390 - accuracy: 0.0000e+00
Epoch 1119/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3380 - accuracy: 0.0000e+00
Epoch 1120/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3370 - accuracy: 0.0000e+00
Epoch 1121/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3359 - accuracy: 0.0000e+00
Epoch 1122/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3349 - accuracy: 0.0000e+00
Epoch 1123/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3339 - accuracy: 0.0000e+00
Epoch 1124/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3329 - accuracy: 0.0000e+00
Epoch 1125/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3319 - accuracy: 0.0000e+00
Epoch 1126/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3309 - accuracy: 0.0000e+00
Epoch 1127/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3299 - accuracy: 0.0000e+00
Epoch 1128/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3289 - accuracy: 0.0000e+00
Epoch 1129/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3279 - accuracy: 0.0000e+00
Epoch 1130/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.3269 - accuracy: 0.0000e+00
Epoch 1131/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3259 - accuracy: 0.0000e+00
Epoch 1132/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.3249 - accuracy: 0.0000e+00
Epoch 1133/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.3239 - accuracy: 0.0000e+00
Epoch 1134/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3229 - accuracy: 0.0000e+00
Epoch 1135/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3219 - accuracy: 0.0000e+00
Epoch 1136/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3209 - accuracy: 0.0000e+00
Epoch 1137/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3199 - accuracy: 0.0000e+00
Epoch 1138/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3189 - accuracy: 0.0000e+00
Epoch 1139/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.3179 - accuracy: 0.0000e+00
Epoch 1140/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3169 - accuracy: 0.0000e+00
Epoch 1141/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3159 - accuracy: 0.0000e+00
Epoch 1142/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3149 - accuracy: 0.0000e+00
Epoch 1143/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.3139 - accuracy: 0.0000e+00
Epoch 1144/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.3129 - accuracy: 0.0000e+00
Epoch 1145/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3119 - accuracy: 0.0000e+00
Epoch 1146/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3110 - accuracy: 0.0000e+00
Epoch 1147/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3100 - accuracy: 0.0000e+00
Epoch 1148/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3090 - accuracy: 0.0000e+00
Epoch 1149/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3080 - accuracy: 0.0000e+00
Epoch 1150/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3070 - accuracy: 0.0000e+00
Epoch 1151/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3061 - accuracy: 0.0000e+00
Epoch 1152/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3051 - accuracy: 0.0000e+00
Epoch 1153/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3041 - accuracy: 0.0000e+00
Epoch 1154/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.3031 - accuracy: 0.0000e+00
Epoch 1155/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3021 - accuracy: 0.0000e+00
Epoch 1156/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3012 - accuracy: 0.0000e+00
Epoch 1157/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.3002 - accuracy: 0.0000e+00
Epoch 1158/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2992 - accuracy: 0.0000e+00
Epoch 1159/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.2983 - accuracy: 0.0000e+00
Epoch 1160/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2973 - accuracy: 0.0000e+00
Epoch 1161/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2963 - accuracy: 0.0000e+00
Epoch 1162/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2953 - accuracy: 0.0000e+00
Epoch 1163/1500
1/1 [==============================] - ETA: 0s - loss: 1.2944 - accuracy: 0.0000e+00 - 0s 2ms/step - loss: 1.2944 - accuracy: 0.0000e+00
Epoch 1164/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2934 - accuracy: 0.0000e+00
Epoch 1165/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.2924 - accuracy: 0.0000e+00
Epoch 1166/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2915 - accuracy: 0.0000e+00
Epoch 1167/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.2905 - accuracy: 0.0000e+00
Epoch 1168/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2895 - accuracy: 0.0000e+00
Epoch 1169/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2886 - accuracy: 0.0000e+00
Epoch 1170/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2876 - accuracy: 0.0000e+00
Epoch 1171/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2867 - accuracy: 0.0000e+00
Epoch 1172/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.2857 - accuracy: 0.0000e+00
Epoch 1173/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.2847 - accuracy: 0.0000e+00
Epoch 1174/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2838 - accuracy: 0.0000e+00
Epoch 1175/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2828 - accuracy: 0.0000e+00
Epoch 1176/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2819 - accuracy: 0.0000e+00
Epoch 1177/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2809 - accuracy: 0.0000e+00
Epoch 1178/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2800 - accuracy: 0.0000e+00
Epoch 1179/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2790 - accuracy: 0.0000e+00
Epoch 1180/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2781 - accuracy: 0.0000e+00
Epoch 1181/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2771 - accuracy: 0.0000e+00
Epoch 1182/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2762 - accuracy: 0.0000e+00
Epoch 1183/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2752 - accuracy: 0.0000e+00
Epoch 1184/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2743 - accuracy: 0.0000e+00
Epoch 1185/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2733 - accuracy: 0.0000e+00
Epoch 1186/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2724 - accuracy: 0.0000e+00
Epoch 1187/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2714 - accuracy: 0.0000e+00
Epoch 1188/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2705 - accuracy: 0.0000e+00
Epoch 1189/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2695 - accuracy: 0.0000e+00
Epoch 1190/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.2686 - accuracy: 0.0000e+00
Epoch 1191/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2676 - accuracy: 0.0000e+00
Epoch 1192/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2667 - accuracy: 0.0000e+00
Epoch 1193/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2658 - accuracy: 0.0000e+00
Epoch 1194/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.2648 - accuracy: 0.0476
Epoch 1195/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2639 - accuracy: 0.0476
Epoch 1196/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2629 - accuracy: 0.0476
Epoch 1197/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.2620 - accuracy: 0.0476
Epoch 1198/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2611 - accuracy: 0.0476
Epoch 1199/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.2601 - accuracy: 0.0476
Epoch 1200/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2592 - accuracy: 0.0476
Epoch 1201/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.2582 - accuracy: 0.0476
Epoch 1202/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2573 - accuracy: 0.0476
Epoch 1203/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.2564 - accuracy: 0.0476
Epoch 1204/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.2554 - accuracy: 0.0476
Epoch 1205/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2545 - accuracy: 0.0476
Epoch 1206/1500
1/1 [==============================] - 0s 12ms/step - loss: 1.2536 - accuracy: 0.0476
Epoch 1207/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.2526 - accuracy: 0.0476
Epoch 1208/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2517 - accuracy: 0.0476
Epoch 1209/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2508 - accuracy: 0.0476
Epoch 1210/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2498 - accuracy: 0.0476
Epoch 1211/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2489 - accuracy: 0.0476
Epoch 1212/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2480 - accuracy: 0.0476
Epoch 1213/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2471 - accuracy: 0.0476
Epoch 1214/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2461 - accuracy: 0.0476
Epoch 1215/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2452 - accuracy: 0.0476
Epoch 1216/1500
1/1 [==============================] - 0s 12ms/step - loss: 1.2443 - accuracy: 0.0476
Epoch 1217/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2434 - accuracy: 0.0476
Epoch 1218/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2424 - accuracy: 0.0476
Epoch 1219/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2415 - accuracy: 0.0476
Epoch 1220/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2406 - accuracy: 0.0476
Epoch 1221/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2397 - accuracy: 0.0476
Epoch 1222/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2387 - accuracy: 0.0476
Epoch 1223/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2378 - accuracy: 0.0476
Epoch 1224/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2369 - accuracy: 0.0476
Epoch 1225/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2360 - accuracy: 0.0476
Epoch 1226/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2351 - accuracy: 0.0476
Epoch 1227/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2341 - accuracy: 0.0476
Epoch 1228/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2332 - accuracy: 0.0476
Epoch 1229/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2323 - accuracy: 0.0476
Epoch 1230/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2314 - accuracy: 0.0476
Epoch 1231/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2305 - accuracy: 0.0476
Epoch 1232/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2295 - accuracy: 0.0476
Epoch 1233/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2286 - accuracy: 0.0476
Epoch 1234/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2277 - accuracy: 0.0476
Epoch 1235/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2268 - accuracy: 0.0476
Epoch 1236/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2259 - accuracy: 0.0476
Epoch 1237/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2250 - accuracy: 0.0476
Epoch 1238/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.2241 - accuracy: 0.0476
Epoch 1239/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2231 - accuracy: 0.0476
Epoch 1240/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2222 - accuracy: 0.0476
Epoch 1241/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2213 - accuracy: 0.0476
Epoch 1242/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2204 - accuracy: 0.0476
Epoch 1243/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2195 - accuracy: 0.0476
Epoch 1244/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2186 - accuracy: 0.0476
Epoch 1245/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2177 - accuracy: 0.0476
Epoch 1246/1500
1/1 [==============================] - 0s 37ms/step - loss: 1.2168 - accuracy: 0.0476
Epoch 1247/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2159 - accuracy: 0.0476
Epoch 1248/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2150 - accuracy: 0.0476
Epoch 1249/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2141 - accuracy: 0.0476
Epoch 1250/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2131 - accuracy: 0.0476
Epoch 1251/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2122 - accuracy: 0.0476
Epoch 1252/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2113 - accuracy: 0.0476
Epoch 1253/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2104 - accuracy: 0.0476
Epoch 1254/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2095 - accuracy: 0.0476
Epoch 1255/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.2086 - accuracy: 0.0476
Epoch 1256/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2077 - accuracy: 0.0476
Epoch 1257/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2068 - accuracy: 0.0476
Epoch 1258/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2059 - accuracy: 0.0476
Epoch 1259/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2050 - accuracy: 0.0476
Epoch 1260/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2041 - accuracy: 0.0476
Epoch 1261/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2032 - accuracy: 0.0476
Epoch 1262/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2023 - accuracy: 0.0476
Epoch 1263/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2014 - accuracy: 0.0476
Epoch 1264/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.2005 - accuracy: 0.0476
Epoch 1265/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1996 - accuracy: 0.0476
Epoch 1266/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1987 - accuracy: 0.0952
Epoch 1267/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1978 - accuracy: 0.0952
Epoch 1268/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.1969 - accuracy: 0.0952
Epoch 1269/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1960 - accuracy: 0.0952
Epoch 1270/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1951 - accuracy: 0.0952
Epoch 1271/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1942 - accuracy: 0.0952
Epoch 1272/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1933 - accuracy: 0.0952
Epoch 1273/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1924 - accuracy: 0.0952
Epoch 1274/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1915 - accuracy: 0.0952
Epoch 1275/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1907 - accuracy: 0.0952
Epoch 1276/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1898 - accuracy: 0.0952
Epoch 1277/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1889 - accuracy: 0.0952
Epoch 1278/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1880 - accuracy: 0.0952
Epoch 1279/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1871 - accuracy: 0.1429
Epoch 1280/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1862 - accuracy: 0.1429
Epoch 1281/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1853 - accuracy: 0.1429
Epoch 1282/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1844 - accuracy: 0.1429
Epoch 1283/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1835 - accuracy: 0.1429
Epoch 1284/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1826 - accuracy: 0.1429
Epoch 1285/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1817 - accuracy: 0.1429
Epoch 1286/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1809 - accuracy: 0.1429
Epoch 1287/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.1800 - accuracy: 0.1429
Epoch 1288/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.1791 - accuracy: 0.1429
Epoch 1289/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1782 - accuracy: 0.1429
Epoch 1290/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.1773 - accuracy: 0.1429
Epoch 1291/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.1764 - accuracy: 0.1429
Epoch 1292/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1755 - accuracy: 0.1429
Epoch 1293/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1746 - accuracy: 0.1429
Epoch 1294/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1738 - accuracy: 0.1429
Epoch 1295/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.1729 - accuracy: 0.1429
Epoch 1296/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.1720 - accuracy: 0.1429
Epoch 1297/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.1711 - accuracy: 0.1429
Epoch 1298/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.1702 - accuracy: 0.1429
Epoch 1299/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1693 - accuracy: 0.1429
Epoch 1300/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1685 - accuracy: 0.1429
Epoch 1301/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1676 - accuracy: 0.1429
Epoch 1302/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1667 - accuracy: 0.1429
Epoch 1303/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1658 - accuracy: 0.1429
Epoch 1304/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.1649 - accuracy: 0.1429
Epoch 1305/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1640 - accuracy: 0.1429
Epoch 1306/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.1632 - accuracy: 0.1429
Epoch 1307/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1623 - accuracy: 0.1429
Epoch 1308/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1614 - accuracy: 0.1429
Epoch 1309/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1605 - accuracy: 0.1429
Epoch 1310/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1596 - accuracy: 0.1429
Epoch 1311/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1588 - accuracy: 0.1429
Epoch 1312/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1579 - accuracy: 0.1429
Epoch 1313/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1570 - accuracy: 0.1429
Epoch 1314/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1561 - accuracy: 0.1429
Epoch 1315/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1553 - accuracy: 0.1429
Epoch 1316/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1544 - accuracy: 0.1429
Epoch 1317/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1535 - accuracy: 0.1429
Epoch 1318/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.1526 - accuracy: 0.1429
Epoch 1319/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1518 - accuracy: 0.1429
Epoch 1320/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1509 - accuracy: 0.1429
Epoch 1321/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1500 - accuracy: 0.1429
Epoch 1322/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.1491 - accuracy: 0.1429
Epoch 1323/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1483 - accuracy: 0.1429
Epoch 1324/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1474 - accuracy: 0.1429
Epoch 1325/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1465 - accuracy: 0.1429
Epoch 1326/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1456 - accuracy: 0.1429
Epoch 1327/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1448 - accuracy: 0.1429
Epoch 1328/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1439 - accuracy: 0.1429
Epoch 1329/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1430 - accuracy: 0.1905
Epoch 1330/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.1422 - accuracy: 0.1905
Epoch 1331/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1413 - accuracy: 0.1905
Epoch 1332/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1404 - accuracy: 0.1905
Epoch 1333/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1395 - accuracy: 0.1905
Epoch 1334/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.1387 - accuracy: 0.1905
Epoch 1335/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1378 - accuracy: 0.1905
Epoch 1336/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1369 - accuracy: 0.1905
Epoch 1337/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1361 - accuracy: 0.1905
Epoch 1338/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1352 - accuracy: 0.1905
Epoch 1339/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1343 - accuracy: 0.1905
Epoch 1340/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1335 - accuracy: 0.1905
Epoch 1341/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.1326 - accuracy: 0.1905
Epoch 1342/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1317 - accuracy: 0.1905
Epoch 1343/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1309 - accuracy: 0.1905
Epoch 1344/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1300 - accuracy: 0.1905
Epoch 1345/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.1291 - accuracy: 0.1905
Epoch 1346/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1283 - accuracy: 0.1905
Epoch 1347/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.1274 - accuracy: 0.1905
Epoch 1348/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.1266 - accuracy: 0.1905
Epoch 1349/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.1257 - accuracy: 0.1905
Epoch 1350/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.1248 - accuracy: 0.1905
Epoch 1351/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1240 - accuracy: 0.1905
Epoch 1352/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1231 - accuracy: 0.1905
Epoch 1353/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1222 - accuracy: 0.1905
Epoch 1354/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.1214 - accuracy: 0.1905
Epoch 1355/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1205 - accuracy: 0.1905
Epoch 1356/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1197 - accuracy: 0.1905
Epoch 1357/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1188 - accuracy: 0.1905
Epoch 1358/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1179 - accuracy: 0.1905
Epoch 1359/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1171 - accuracy: 0.1905
Epoch 1360/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.1162 - accuracy: 0.1905
Epoch 1361/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1154 - accuracy: 0.1905
Epoch 1362/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1145 - accuracy: 0.1905
Epoch 1363/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1136 - accuracy: 0.1905
Epoch 1364/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1128 - accuracy: 0.1905
Epoch 1365/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1119 - accuracy: 0.2381
Epoch 1366/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.1111 - accuracy: 0.2381
Epoch 1367/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.1102 - accuracy: 0.2381
Epoch 1368/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1094 - accuracy: 0.2381
Epoch 1369/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1085 - accuracy: 0.2381
Epoch 1370/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.1076 - accuracy: 0.2381
Epoch 1371/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.1068 - accuracy: 0.2381
Epoch 1372/1500
1/1 [==============================] - 0s 14ms/step - loss: 1.1059 - accuracy: 0.2381
Epoch 1373/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1051 - accuracy: 0.2381
Epoch 1374/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1042 - accuracy: 0.2381
Epoch 1375/1500
1/1 [==============================] - 0s 20ms/step - loss: 1.1034 - accuracy: 0.2381
Epoch 1376/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.1025 - accuracy: 0.2381
Epoch 1377/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.1017 - accuracy: 0.2381
Epoch 1378/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.1008 - accuracy: 0.2381
Epoch 1379/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.1000 - accuracy: 0.2381
Epoch 1380/1500
1/1 [==============================] - 0s 12ms/step - loss: 1.0991 - accuracy: 0.2381
Epoch 1381/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0983 - accuracy: 0.2381
Epoch 1382/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0974 - accuracy: 0.2381
Epoch 1383/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0966 - accuracy: 0.2381
Epoch 1384/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.0957 - accuracy: 0.2381
Epoch 1385/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0949 - accuracy: 0.2381
Epoch 1386/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0940 - accuracy: 0.2381
Epoch 1387/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0932 - accuracy: 0.2381
Epoch 1388/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0923 - accuracy: 0.2381
Epoch 1389/1500
1/1 [==============================] - 0s 12ms/step - loss: 1.0915 - accuracy: 0.2381
Epoch 1390/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0906 - accuracy: 0.2381
Epoch 1391/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0898 - accuracy: 0.2381
Epoch 1392/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.0889 - accuracy: 0.2381
Epoch 1393/1500
1/1 [==============================] - 0s 9ms/step - loss: 1.0881 - accuracy: 0.2381
Epoch 1394/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.0872 - accuracy: 0.2381
Epoch 1395/1500
1/1 [==============================] - 0s 15ms/step - loss: 1.0864 - accuracy: 0.2381
Epoch 1396/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0855 - accuracy: 0.2381
Epoch 1397/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0847 - accuracy: 0.2381
Epoch 1398/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0839 - accuracy: 0.2381
Epoch 1399/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0830 - accuracy: 0.2381
Epoch 1400/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0822 - accuracy: 0.2381
Epoch 1401/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0813 - accuracy: 0.2381
Epoch 1402/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0805 - accuracy: 0.2381
Epoch 1403/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0796 - accuracy: 0.2381
Epoch 1404/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0788 - accuracy: 0.2381
Epoch 1405/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.0780 - accuracy: 0.2381
Epoch 1406/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0771 - accuracy: 0.2381
Epoch 1407/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0763 - accuracy: 0.2381
Epoch 1408/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0754 - accuracy: 0.2381
Epoch 1409/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0746 - accuracy: 0.2381
Epoch 1410/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0738 - accuracy: 0.2381
Epoch 1411/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0729 - accuracy: 0.2381
Epoch 1412/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0721 - accuracy: 0.2381
Epoch 1413/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.0712 - accuracy: 0.2381
Epoch 1414/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0704 - accuracy: 0.2381
Epoch 1415/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0696 - accuracy: 0.2381
Epoch 1416/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0687 - accuracy: 0.2381
Epoch 1417/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0679 - accuracy: 0.2381
Epoch 1418/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0671 - accuracy: 0.2381
Epoch 1419/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.0662 - accuracy: 0.2381
Epoch 1420/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.0654 - accuracy: 0.2381
Epoch 1421/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0645 - accuracy: 0.2381
Epoch 1422/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0637 - accuracy: 0.2381
Epoch 1423/1500
1/1 [==============================] - 0s 12ms/step - loss: 1.0629 - accuracy: 0.2381
Epoch 1424/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0620 - accuracy: 0.2381
Epoch 1425/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0612 - accuracy: 0.2381
Epoch 1426/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0604 - accuracy: 0.2381
Epoch 1427/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0595 - accuracy: 0.2381
Epoch 1428/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0587 - accuracy: 0.2381
Epoch 1429/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0579 - accuracy: 0.2381
Epoch 1430/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0570 - accuracy: 0.2381
Epoch 1431/1500
1/1 [==============================] - 0s 1ms/step - loss: 1.0562 - accuracy: 0.2381
Epoch 1432/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0554 - accuracy: 0.2381
Epoch 1433/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0546 - accuracy: 0.2381
Epoch 1434/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0537 - accuracy: 0.2381
Epoch 1435/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.0529 - accuracy: 0.2381
Epoch 1436/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.0521 - accuracy: 0.2381
Epoch 1437/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0512 - accuracy: 0.2381
Epoch 1438/1500
1/1 [==============================] - 0s 47ms/step - loss: 1.0504 - accuracy: 0.2381
Epoch 1439/1500
1/1 [==============================] - ETA: 0s - loss: 1.0496 - accuracy: 0.2381 - 0s 4ms/step - loss: 1.0496 - accuracy: 0.2381
Epoch 1440/1500
1/1 [==============================] - 0s 13ms/step - loss: 1.0487 - accuracy: 0.2381
Epoch 1441/1500
1/1 [==============================] - 0s 13ms/step - loss: 1.0479 - accuracy: 0.2381
Epoch 1442/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.0471 - accuracy: 0.2381
Epoch 1443/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0463 - accuracy: 0.2381
Epoch 1444/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0454 - accuracy: 0.2381
Epoch 1445/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0446 - accuracy: 0.2381
Epoch 1446/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.0438 - accuracy: 0.2381
Epoch 1447/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0430 - accuracy: 0.2381
Epoch 1448/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.0421 - accuracy: 0.2381
Epoch 1449/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0413 - accuracy: 0.2381
Epoch 1450/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0405 - accuracy: 0.2381
Epoch 1451/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0397 - accuracy: 0.2381
Epoch 1452/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0388 - accuracy: 0.2381
Epoch 1453/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0380 - accuracy: 0.2381
Epoch 1454/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0372 - accuracy: 0.2381
Epoch 1455/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0364 - accuracy: 0.2381
Epoch 1456/1500
1/1 [==============================] - 0s 6ms/step - loss: 1.0356 - accuracy: 0.2381
Epoch 1457/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0347 - accuracy: 0.2381
Epoch 1458/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0339 - accuracy: 0.2381
Epoch 1459/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0331 - accuracy: 0.2381
Epoch 1460/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0323 - accuracy: 0.2381
Epoch 1461/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0315 - accuracy: 0.2381
Epoch 1462/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0306 - accuracy: 0.2381
Epoch 1463/1500
1/1 [==============================] - 0s 10ms/step - loss: 1.0298 - accuracy: 0.2381
Epoch 1464/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0290 - accuracy: 0.2381
Epoch 1465/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0282 - accuracy: 0.2381
Epoch 1466/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.0274 - accuracy: 0.2381
Epoch 1467/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0265 - accuracy: 0.2381
Epoch 1468/1500
1/1 [==============================] - 0s 5ms/step - loss: 1.0257 - accuracy: 0.2381
Epoch 1469/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0249 - accuracy: 0.2381
Epoch 1470/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0241 - accuracy: 0.2381
Epoch 1471/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0233 - accuracy: 0.2381
Epoch 1472/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0225 - accuracy: 0.2381
Epoch 1473/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0217 - accuracy: 0.2381
Epoch 1474/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.0208 - accuracy: 0.2381
Epoch 1475/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.0200 - accuracy: 0.2381
Epoch 1476/1500
1/1 [==============================] - 0s 18ms/step - loss: 1.0192 - accuracy: 0.2381
Epoch 1477/1500
1/1 [==============================] - 0s 7ms/step - loss: 1.0184 - accuracy: 0.2381
Epoch 1478/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0176 - accuracy: 0.2381
Epoch 1479/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0168 - accuracy: 0.2381
Epoch 1480/1500
1/1 [==============================] - 0s 8ms/step - loss: 1.0160 - accuracy: 0.2381
Epoch 1481/1500
1/1 [==============================] - 0s 11ms/step - loss: 1.0152 - accuracy: 0.2381
Epoch 1482/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0143 - accuracy: 0.2381
Epoch 1483/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0135 - accuracy: 0.2381
Epoch 1484/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0127 - accuracy: 0.2381
Epoch 1485/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0119 - accuracy: 0.2381
Epoch 1486/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0111 - accuracy: 0.2381
Epoch 1487/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0103 - accuracy: 0.2381
Epoch 1488/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0095 - accuracy: 0.2381
Epoch 1489/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0087 - accuracy: 0.2381
Epoch 1490/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0079 - accuracy: 0.2381
Epoch 1491/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0071 - accuracy: 0.2381
Epoch 1492/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0063 - accuracy: 0.2381
Epoch 1493/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0055 - accuracy: 0.2381
Epoch 1494/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0046 - accuracy: 0.2381
Epoch 1495/1500
1/1 [==============================] - 0s 4ms/step - loss: 1.0038 - accuracy: 0.2381
Epoch 1496/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0030 - accuracy: 0.2381
Epoch 1497/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0022 - accuracy: 0.2381
Epoch 1498/1500
1/1 [==============================] - 0s 2ms/step - loss: 1.0014 - accuracy: 0.2381
Epoch 1499/1500
1/1 [==============================] - 0s 3ms/step - loss: 1.0006 - accuracy: 0.2381
Epoch 1500/1500
1/1 [==============================] - 0s 4ms/step - loss: 0.9998 - accuracy: 0.2381

<tensorflow.python.keras.callbacks.History at 0x7feef8598340>

Statistics

# Evaluating the model's performance
model.evaluate(x_input, y_label)

1/1 [==============================] - 0s 176ms/step - loss: 0.9990 - accuracy: 0.2381

[0.999019980430603, 0.2380952388048172]