Note
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Optimization of Neural Network Input¶
We study how to optimize the output of a neural network with respect to its input.
import numpy as np
import tensorflow as tf
import tensorflow_probability as tfp
import tensorflow.keras.backend as K
import matplotlib.pyplot as plt
from tensorflow.keras.layers import Dense
from tensorflow.keras.models import Sequential
from tensorflow.keras.initializers import GlorotUniform
# from tensorflow.keras.regularizers import l2
from scipy.optimize import minimize
# from etudes.losses import binary_crossentropy_from_logits
from etudes.datasets import make_regression_dataset
from etudes.decorators import unbatch, value_and_gradient, numpy_io
K.set_floatx("float64")
num_samples = 20
num_features = 1
num_restarts = 5
num_index_points = 512
xmin, xmax = -1.0, 2.0
X_grid = np.linspace(xmin, xmax, num_index_points).reshape(-1, num_features)
noise_variance = 0.1
learning_rate = 0.03
sparsity_factor = 0.1
step = int(1/sparsity_factor)
X_grid_sparse = X_grid[::step]
seed = 8989
random_state = np.random.RandomState(seed)
def latent(x):
return np.sin(3.0*x) + x**2 - 0.7*x
load_observations = make_regression_dataset(latent)
X, y = load_observations(num_samples=num_samples,
num_features=num_features,
noise_variance=noise_variance,
x_min=xmin, x_max=xmax,
random_state=random_state)
fig, ax = plt.subplots()
ax.plot(X_grid, latent(X_grid), label="true", color="tab:gray")
ax.scatter(X, y, marker='x', color='k', label="noisy observations")
ax.set_xlabel(r'$x$')
ax.set_ylabel(r"$y$")
ax.legend()
plt.show()
model = Sequential([
Dense(32, activation="relu", kernel_initializer=GlorotUniform(seed=seed)),
Dense(32, activation="relu", kernel_initializer=GlorotUniform(seed=seed)),
Dense(1, kernel_initializer=GlorotUniform(seed=seed))
])
model.compile(optimizer="adam",
loss="mean_squared_error",
metrics=["mean_squared_error"])
model.fit(X, y, epochs=2000, batch_size=100)
Out:
Epoch 1/2000
1/1 [==============================] - ETA: 0s - loss: 0.9666 - mean_squared_error: 0.9666
1/1 [==============================] - 0s 513us/step - loss: 0.9666 - mean_squared_error: 0.9666
Epoch 2/2000
1/1 [==============================] - ETA: 0s - loss: 0.9287 - mean_squared_error: 0.9287
1/1 [==============================] - 0s 616us/step - loss: 0.9287 - mean_squared_error: 0.9287
Epoch 3/2000
1/1 [==============================] - ETA: 0s - loss: 0.8918 - mean_squared_error: 0.8918
1/1 [==============================] - 0s 560us/step - loss: 0.8918 - mean_squared_error: 0.8918
Epoch 4/2000
1/1 [==============================] - ETA: 0s - loss: 0.8551 - mean_squared_error: 0.8551
1/1 [==============================] - 0s 859us/step - loss: 0.8551 - mean_squared_error: 0.8551
Epoch 5/2000
1/1 [==============================] - ETA: 0s - loss: 0.8193 - mean_squared_error: 0.8193
1/1 [==============================] - 0s 446us/step - loss: 0.8193 - mean_squared_error: 0.8193
Epoch 6/2000
1/1 [==============================] - ETA: 0s - loss: 0.7847 - mean_squared_error: 0.7847
1/1 [==============================] - 0s 409us/step - loss: 0.7847 - mean_squared_error: 0.7847
Epoch 7/2000
1/1 [==============================] - ETA: 0s - loss: 0.7511 - mean_squared_error: 0.7511
1/1 [==============================] - 0s 429us/step - loss: 0.7511 - mean_squared_error: 0.7511
Epoch 8/2000
1/1 [==============================] - ETA: 0s - loss: 0.7187 - mean_squared_error: 0.7187
1/1 [==============================] - 0s 448us/step - loss: 0.7187 - mean_squared_error: 0.7187
Epoch 9/2000
1/1 [==============================] - ETA: 0s - loss: 0.6875 - mean_squared_error: 0.6875
1/1 [==============================] - 0s 622us/step - loss: 0.6875 - mean_squared_error: 0.6875
Epoch 10/2000
1/1 [==============================] - ETA: 0s - loss: 0.6574 - mean_squared_error: 0.6574
1/1 [==============================] - 0s 401us/step - loss: 0.6574 - mean_squared_error: 0.6574
Epoch 11/2000
1/1 [==============================] - ETA: 0s - loss: 0.6286 - mean_squared_error: 0.6286
1/1 [==============================] - 0s 544us/step - loss: 0.6286 - mean_squared_error: 0.6286
Epoch 12/2000
1/1 [==============================] - ETA: 0s - loss: 0.6010 - mean_squared_error: 0.6010
1/1 [==============================] - 0s 425us/step - loss: 0.6010 - mean_squared_error: 0.6010
Epoch 13/2000
1/1 [==============================] - ETA: 0s - loss: 0.5746 - mean_squared_error: 0.5746
1/1 [==============================] - 0s 533us/step - loss: 0.5746 - mean_squared_error: 0.5746
Epoch 14/2000
1/1 [==============================] - ETA: 0s - loss: 0.5492 - mean_squared_error: 0.5492
1/1 [==============================] - 0s 824us/step - loss: 0.5492 - mean_squared_error: 0.5492
Epoch 15/2000
1/1 [==============================] - ETA: 0s - loss: 0.5251 - mean_squared_error: 0.5251
1/1 [==============================] - 0s 502us/step - loss: 0.5251 - mean_squared_error: 0.5251
Epoch 16/2000
1/1 [==============================] - ETA: 0s - loss: 0.5023 - mean_squared_error: 0.5023
1/1 [==============================] - 0s 412us/step - loss: 0.5023 - mean_squared_error: 0.5023
Epoch 17/2000
1/1 [==============================] - ETA: 0s - loss: 0.4810 - mean_squared_error: 0.4810
1/1 [==============================] - 0s 428us/step - loss: 0.4810 - mean_squared_error: 0.4810
Epoch 18/2000
1/1 [==============================] - ETA: 0s - loss: 0.4609 - mean_squared_error: 0.4609
1/1 [==============================] - 0s 411us/step - loss: 0.4609 - mean_squared_error: 0.4609
Epoch 19/2000
1/1 [==============================] - ETA: 0s - loss: 0.4423 - mean_squared_error: 0.4423
1/1 [==============================] - 0s 425us/step - loss: 0.4423 - mean_squared_error: 0.4423
Epoch 20/2000
1/1 [==============================] - ETA: 0s - loss: 0.4250 - mean_squared_error: 0.4250
1/1 [==============================] - 0s 483us/step - loss: 0.4250 - mean_squared_error: 0.4250
Epoch 21/2000
1/1 [==============================] - ETA: 0s - loss: 0.4089 - mean_squared_error: 0.4089
1/1 [==============================] - 0s 497us/step - loss: 0.4089 - mean_squared_error: 0.4089
Epoch 22/2000
1/1 [==============================] - ETA: 0s - loss: 0.3939 - mean_squared_error: 0.3939
1/1 [==============================] - 0s 511us/step - loss: 0.3939 - mean_squared_error: 0.3939
Epoch 23/2000
1/1 [==============================] - ETA: 0s - loss: 0.3804 - mean_squared_error: 0.3804
1/1 [==============================] - 0s 1ms/step - loss: 0.3804 - mean_squared_error: 0.3804
Epoch 24/2000
1/1 [==============================] - ETA: 0s - loss: 0.3685 - mean_squared_error: 0.3685
1/1 [==============================] - 0s 629us/step - loss: 0.3685 - mean_squared_error: 0.3685
Epoch 25/2000
1/1 [==============================] - ETA: 0s - loss: 0.3576 - mean_squared_error: 0.3576
1/1 [==============================] - 0s 675us/step - loss: 0.3576 - mean_squared_error: 0.3576
Epoch 26/2000
1/1 [==============================] - ETA: 0s - loss: 0.3476 - mean_squared_error: 0.3476
1/1 [==============================] - 0s 471us/step - loss: 0.3476 - mean_squared_error: 0.3476
Epoch 27/2000
1/1 [==============================] - ETA: 0s - loss: 0.3383 - mean_squared_error: 0.3383
1/1 [==============================] - 0s 499us/step - loss: 0.3383 - mean_squared_error: 0.3383
Epoch 28/2000
1/1 [==============================] - ETA: 0s - loss: 0.3299 - mean_squared_error: 0.3299
1/1 [==============================] - 0s 599us/step - loss: 0.3299 - mean_squared_error: 0.3299
Epoch 29/2000
1/1 [==============================] - ETA: 0s - loss: 0.3226 - mean_squared_error: 0.3226
1/1 [==============================] - 0s 422us/step - loss: 0.3226 - mean_squared_error: 0.3226
Epoch 30/2000
1/1 [==============================] - ETA: 0s - loss: 0.3160 - mean_squared_error: 0.3160
1/1 [==============================] - 0s 569us/step - loss: 0.3160 - mean_squared_error: 0.3160
Epoch 31/2000
1/1 [==============================] - ETA: 0s - loss: 0.3100 - mean_squared_error: 0.3100
1/1 [==============================] - 0s 551us/step - loss: 0.3100 - mean_squared_error: 0.3100
Epoch 32/2000
1/1 [==============================] - ETA: 0s - loss: 0.3046 - mean_squared_error: 0.3046
1/1 [==============================] - 0s 498us/step - loss: 0.3046 - mean_squared_error: 0.3046
Epoch 33/2000
1/1 [==============================] - ETA: 0s - loss: 0.2995 - mean_squared_error: 0.2995
1/1 [==============================] - 0s 386us/step - loss: 0.2995 - mean_squared_error: 0.2995
Epoch 34/2000
1/1 [==============================] - ETA: 0s - loss: 0.2950 - mean_squared_error: 0.2950
1/1 [==============================] - 0s 463us/step - loss: 0.2950 - mean_squared_error: 0.2950
Epoch 35/2000
1/1 [==============================] - ETA: 0s - loss: 0.2910 - mean_squared_error: 0.2910
1/1 [==============================] - 0s 562us/step - loss: 0.2910 - mean_squared_error: 0.2910
Epoch 36/2000
1/1 [==============================] - ETA: 0s - loss: 0.2880 - mean_squared_error: 0.2880
1/1 [==============================] - 0s 700us/step - loss: 0.2880 - mean_squared_error: 0.2880
Epoch 37/2000
1/1 [==============================] - ETA: 0s - loss: 0.2853 - mean_squared_error: 0.2853
1/1 [==============================] - 0s 519us/step - loss: 0.2853 - mean_squared_error: 0.2853
Epoch 38/2000
1/1 [==============================] - ETA: 0s - loss: 0.2829 - mean_squared_error: 0.2829
1/1 [==============================] - 0s 489us/step - loss: 0.2829 - mean_squared_error: 0.2829
Epoch 39/2000
1/1 [==============================] - ETA: 0s - loss: 0.2807 - mean_squared_error: 0.2807
1/1 [==============================] - 0s 480us/step - loss: 0.2807 - mean_squared_error: 0.2807
Epoch 40/2000
1/1 [==============================] - ETA: 0s - loss: 0.2787 - mean_squared_error: 0.2787
1/1 [==============================] - 0s 643us/step - loss: 0.2787 - mean_squared_error: 0.2787
Epoch 41/2000
1/1 [==============================] - ETA: 0s - loss: 0.2769 - mean_squared_error: 0.2769
1/1 [==============================] - 0s 578us/step - loss: 0.2769 - mean_squared_error: 0.2769
Epoch 42/2000
1/1 [==============================] - ETA: 0s - loss: 0.2754 - mean_squared_error: 0.2754
1/1 [==============================] - 0s 544us/step - loss: 0.2754 - mean_squared_error: 0.2754
Epoch 43/2000
1/1 [==============================] - ETA: 0s - loss: 0.2741 - mean_squared_error: 0.2741
1/1 [==============================] - 0s 450us/step - loss: 0.2741 - mean_squared_error: 0.2741
Epoch 44/2000
1/1 [==============================] - ETA: 0s - loss: 0.2729 - mean_squared_error: 0.2729
1/1 [==============================] - 0s 517us/step - loss: 0.2729 - mean_squared_error: 0.2729
Epoch 45/2000
1/1 [==============================] - ETA: 0s - loss: 0.2718 - mean_squared_error: 0.2718
1/1 [==============================] - 0s 554us/step - loss: 0.2718 - mean_squared_error: 0.2718
Epoch 46/2000
1/1 [==============================] - ETA: 0s - loss: 0.2708 - mean_squared_error: 0.2708
1/1 [==============================] - 0s 1ms/step - loss: 0.2708 - mean_squared_error: 0.2708
Epoch 47/2000
1/1 [==============================] - ETA: 0s - loss: 0.2698 - mean_squared_error: 0.2698
1/1 [==============================] - 0s 589us/step - loss: 0.2698 - mean_squared_error: 0.2698
Epoch 48/2000
1/1 [==============================] - ETA: 0s - loss: 0.2689 - mean_squared_error: 0.2689
1/1 [==============================] - 0s 522us/step - loss: 0.2689 - mean_squared_error: 0.2689
Epoch 49/2000
1/1 [==============================] - ETA: 0s - loss: 0.2679 - mean_squared_error: 0.2679
1/1 [==============================] - 0s 410us/step - loss: 0.2679 - mean_squared_error: 0.2679
Epoch 50/2000
1/1 [==============================] - ETA: 0s - loss: 0.2670 - mean_squared_error: 0.2670
1/1 [==============================] - 0s 463us/step - loss: 0.2670 - mean_squared_error: 0.2670
Epoch 51/2000
1/1 [==============================] - ETA: 0s - loss: 0.2661 - mean_squared_error: 0.2661
1/1 [==============================] - 0s 458us/step - loss: 0.2661 - mean_squared_error: 0.2661
Epoch 52/2000
1/1 [==============================] - ETA: 0s - loss: 0.2651 - mean_squared_error: 0.2651
1/1 [==============================] - 0s 533us/step - loss: 0.2651 - mean_squared_error: 0.2651
Epoch 53/2000
1/1 [==============================] - ETA: 0s - loss: 0.2641 - mean_squared_error: 0.2641
1/1 [==============================] - 0s 520us/step - loss: 0.2641 - mean_squared_error: 0.2641
Epoch 54/2000
1/1 [==============================] - ETA: 0s - loss: 0.2630 - mean_squared_error: 0.2630
1/1 [==============================] - 0s 506us/step - loss: 0.2630 - mean_squared_error: 0.2630
Epoch 55/2000
1/1 [==============================] - ETA: 0s - loss: 0.2620 - mean_squared_error: 0.2620
1/1 [==============================] - 0s 499us/step - loss: 0.2620 - mean_squared_error: 0.2620
Epoch 56/2000
1/1 [==============================] - ETA: 0s - loss: 0.2609 - mean_squared_error: 0.2609
1/1 [==============================] - 0s 1ms/step - loss: 0.2609 - mean_squared_error: 0.2609
Epoch 57/2000
1/1 [==============================] - ETA: 0s - loss: 0.2597 - mean_squared_error: 0.2597
1/1 [==============================] - 0s 761us/step - loss: 0.2597 - mean_squared_error: 0.2597
Epoch 58/2000
1/1 [==============================] - ETA: 0s - loss: 0.2586 - mean_squared_error: 0.2586
1/1 [==============================] - 0s 645us/step - loss: 0.2586 - mean_squared_error: 0.2586
Epoch 59/2000
1/1 [==============================] - ETA: 0s - loss: 0.2574 - mean_squared_error: 0.2574
1/1 [==============================] - 0s 454us/step - loss: 0.2574 - mean_squared_error: 0.2574
Epoch 60/2000
1/1 [==============================] - ETA: 0s - loss: 0.2562 - mean_squared_error: 0.2562
1/1 [==============================] - 0s 473us/step - loss: 0.2562 - mean_squared_error: 0.2562
Epoch 61/2000
1/1 [==============================] - ETA: 0s - loss: 0.2550 - mean_squared_error: 0.2550
1/1 [==============================] - 0s 571us/step - loss: 0.2550 - mean_squared_error: 0.2550
Epoch 62/2000
1/1 [==============================] - ETA: 0s - loss: 0.2538 - mean_squared_error: 0.2538
1/1 [==============================] - 0s 525us/step - loss: 0.2538 - mean_squared_error: 0.2538
Epoch 63/2000
1/1 [==============================] - ETA: 0s - loss: 0.2525 - mean_squared_error: 0.2525
1/1 [==============================] - 0s 423us/step - loss: 0.2525 - mean_squared_error: 0.2525
Epoch 64/2000
1/1 [==============================] - ETA: 0s - loss: 0.2513 - mean_squared_error: 0.2513
1/1 [==============================] - 0s 381us/step - loss: 0.2513 - mean_squared_error: 0.2513
Epoch 65/2000
1/1 [==============================] - ETA: 0s - loss: 0.2501 - mean_squared_error: 0.2501
1/1 [==============================] - 0s 386us/step - loss: 0.2501 - mean_squared_error: 0.2501
Epoch 66/2000
1/1 [==============================] - ETA: 0s - loss: 0.2489 - mean_squared_error: 0.2489
1/1 [==============================] - 0s 596us/step - loss: 0.2489 - mean_squared_error: 0.2489
Epoch 67/2000
1/1 [==============================] - ETA: 0s - loss: 0.2477 - mean_squared_error: 0.2477
1/1 [==============================] - 0s 483us/step - loss: 0.2477 - mean_squared_error: 0.2477
Epoch 68/2000
1/1 [==============================] - ETA: 0s - loss: 0.2465 - mean_squared_error: 0.2465
1/1 [==============================] - 0s 598us/step - loss: 0.2465 - mean_squared_error: 0.2465
Epoch 69/2000
1/1 [==============================] - ETA: 0s - loss: 0.2454 - mean_squared_error: 0.2454
1/1 [==============================] - 0s 806us/step - loss: 0.2454 - mean_squared_error: 0.2454
Epoch 70/2000
1/1 [==============================] - ETA: 0s - loss: 0.2442 - mean_squared_error: 0.2442
1/1 [==============================] - 0s 492us/step - loss: 0.2442 - mean_squared_error: 0.2442
Epoch 71/2000
1/1 [==============================] - ETA: 0s - loss: 0.2431 - mean_squared_error: 0.2431
1/1 [==============================] - 0s 659us/step - loss: 0.2431 - mean_squared_error: 0.2431
Epoch 72/2000
1/1 [==============================] - ETA: 0s - loss: 0.2420 - mean_squared_error: 0.2420
1/1 [==============================] - 0s 526us/step - loss: 0.2420 - mean_squared_error: 0.2420
Epoch 73/2000
1/1 [==============================] - ETA: 0s - loss: 0.2409 - mean_squared_error: 0.2409
1/1 [==============================] - 0s 498us/step - loss: 0.2409 - mean_squared_error: 0.2409
Epoch 74/2000
1/1 [==============================] - ETA: 0s - loss: 0.2398 - mean_squared_error: 0.2398
1/1 [==============================] - 0s 444us/step - loss: 0.2398 - mean_squared_error: 0.2398
Epoch 75/2000
1/1 [==============================] - ETA: 0s - loss: 0.2387 - mean_squared_error: 0.2387
1/1 [==============================] - 0s 570us/step - loss: 0.2387 - mean_squared_error: 0.2387
Epoch 76/2000
1/1 [==============================] - ETA: 0s - loss: 0.2377 - mean_squared_error: 0.2377
1/1 [==============================] - 0s 471us/step - loss: 0.2377 - mean_squared_error: 0.2377
Epoch 77/2000
1/1 [==============================] - ETA: 0s - loss: 0.2366 - mean_squared_error: 0.2366
1/1 [==============================] - 0s 399us/step - loss: 0.2366 - mean_squared_error: 0.2366
Epoch 78/2000
1/1 [==============================] - ETA: 0s - loss: 0.2356 - mean_squared_error: 0.2356
1/1 [==============================] - 0s 402us/step - loss: 0.2356 - mean_squared_error: 0.2356
Epoch 79/2000
1/1 [==============================] - ETA: 0s - loss: 0.2346 - mean_squared_error: 0.2346
1/1 [==============================] - 0s 475us/step - loss: 0.2346 - mean_squared_error: 0.2346
Epoch 80/2000
1/1 [==============================] - ETA: 0s - loss: 0.2335 - mean_squared_error: 0.2335
1/1 [==============================] - 0s 449us/step - loss: 0.2335 - mean_squared_error: 0.2335
Epoch 81/2000
1/1 [==============================] - ETA: 0s - loss: 0.2325 - mean_squared_error: 0.2325
1/1 [==============================] - 0s 418us/step - loss: 0.2325 - mean_squared_error: 0.2325
Epoch 82/2000
1/1 [==============================] - ETA: 0s - loss: 0.2315 - mean_squared_error: 0.2315
1/1 [==============================] - 0s 465us/step - loss: 0.2315 - mean_squared_error: 0.2315
Epoch 83/2000
1/1 [==============================] - ETA: 0s - loss: 0.2305 - mean_squared_error: 0.2305
1/1 [==============================] - 0s 518us/step - loss: 0.2305 - mean_squared_error: 0.2305
Epoch 84/2000
1/1 [==============================] - ETA: 0s - loss: 0.2295 - mean_squared_error: 0.2295
1/1 [==============================] - 0s 521us/step - loss: 0.2295 - mean_squared_error: 0.2295
Epoch 85/2000
1/1 [==============================] - ETA: 0s - loss: 0.2285 - mean_squared_error: 0.2285
1/1 [==============================] - 0s 581us/step - loss: 0.2285 - mean_squared_error: 0.2285
Epoch 86/2000
1/1 [==============================] - ETA: 0s - loss: 0.2275 - mean_squared_error: 0.2275
1/1 [==============================] - 0s 431us/step - loss: 0.2275 - mean_squared_error: 0.2275
Epoch 87/2000
1/1 [==============================] - ETA: 0s - loss: 0.2266 - mean_squared_error: 0.2266
1/1 [==============================] - 0s 597us/step - loss: 0.2266 - mean_squared_error: 0.2266
Epoch 88/2000
1/1 [==============================] - ETA: 0s - loss: 0.2256 - mean_squared_error: 0.2256
1/1 [==============================] - 0s 373us/step - loss: 0.2256 - mean_squared_error: 0.2256
Epoch 89/2000
1/1 [==============================] - ETA: 0s - loss: 0.2247 - mean_squared_error: 0.2247
1/1 [==============================] - 0s 503us/step - loss: 0.2247 - mean_squared_error: 0.2247
Epoch 90/2000
1/1 [==============================] - ETA: 0s - loss: 0.2237 - mean_squared_error: 0.2237
1/1 [==============================] - 0s 453us/step - loss: 0.2237 - mean_squared_error: 0.2237
Epoch 91/2000
1/1 [==============================] - ETA: 0s - loss: 0.2227 - mean_squared_error: 0.2227
1/1 [==============================] - 0s 466us/step - loss: 0.2227 - mean_squared_error: 0.2227
Epoch 92/2000
1/1 [==============================] - ETA: 0s - loss: 0.2218 - mean_squared_error: 0.2218
1/1 [==============================] - 0s 380us/step - loss: 0.2218 - mean_squared_error: 0.2218
Epoch 93/2000
1/1 [==============================] - ETA: 0s - loss: 0.2209 - mean_squared_error: 0.2209
1/1 [==============================] - 0s 511us/step - loss: 0.2209 - mean_squared_error: 0.2209
Epoch 94/2000
1/1 [==============================] - ETA: 0s - loss: 0.2199 - mean_squared_error: 0.2199
1/1 [==============================] - 0s 511us/step - loss: 0.2199 - mean_squared_error: 0.2199
Epoch 95/2000
1/1 [==============================] - ETA: 0s - loss: 0.2190 - mean_squared_error: 0.2190
1/1 [==============================] - 0s 612us/step - loss: 0.2190 - mean_squared_error: 0.2190
Epoch 96/2000
1/1 [==============================] - ETA: 0s - loss: 0.2181 - mean_squared_error: 0.2181
1/1 [==============================] - 0s 427us/step - loss: 0.2181 - mean_squared_error: 0.2181
Epoch 97/2000
1/1 [==============================] - ETA: 0s - loss: 0.2173 - mean_squared_error: 0.2173
1/1 [==============================] - 0s 456us/step - loss: 0.2173 - mean_squared_error: 0.2173
Epoch 98/2000
1/1 [==============================] - ETA: 0s - loss: 0.2164 - mean_squared_error: 0.2164
1/1 [==============================] - 0s 472us/step - loss: 0.2164 - mean_squared_error: 0.2164
Epoch 99/2000
1/1 [==============================] - ETA: 0s - loss: 0.2155 - mean_squared_error: 0.2155
1/1 [==============================] - 0s 402us/step - loss: 0.2155 - mean_squared_error: 0.2155
Epoch 100/2000
1/1 [==============================] - ETA: 0s - loss: 0.2147 - mean_squared_error: 0.2147
1/1 [==============================] - 0s 388us/step - loss: 0.2147 - mean_squared_error: 0.2147
Epoch 101/2000
1/1 [==============================] - ETA: 0s - loss: 0.2139 - mean_squared_error: 0.2139
1/1 [==============================] - 0s 516us/step - loss: 0.2139 - mean_squared_error: 0.2139
Epoch 102/2000
1/1 [==============================] - ETA: 0s - loss: 0.2131 - mean_squared_error: 0.2131
1/1 [==============================] - 0s 494us/step - loss: 0.2131 - mean_squared_error: 0.2131
Epoch 103/2000
1/1 [==============================] - ETA: 0s - loss: 0.2123 - mean_squared_error: 0.2123
1/1 [==============================] - 0s 404us/step - loss: 0.2123 - mean_squared_error: 0.2123
Epoch 104/2000
1/1 [==============================] - ETA: 0s - loss: 0.2115 - mean_squared_error: 0.2115
1/1 [==============================] - 0s 528us/step - loss: 0.2115 - mean_squared_error: 0.2115
Epoch 105/2000
1/1 [==============================] - ETA: 0s - loss: 0.2107 - mean_squared_error: 0.2107
1/1 [==============================] - 0s 385us/step - loss: 0.2107 - mean_squared_error: 0.2107
Epoch 106/2000
1/1 [==============================] - ETA: 0s - loss: 0.2100 - mean_squared_error: 0.2100
1/1 [==============================] - 0s 469us/step - loss: 0.2100 - mean_squared_error: 0.2100
Epoch 107/2000
1/1 [==============================] - ETA: 0s - loss: 0.2092 - mean_squared_error: 0.2092
1/1 [==============================] - 0s 544us/step - loss: 0.2092 - mean_squared_error: 0.2092
Epoch 108/2000
1/1 [==============================] - ETA: 0s - loss: 0.2085 - mean_squared_error: 0.2085
1/1 [==============================] - 0s 421us/step - loss: 0.2085 - mean_squared_error: 0.2085
Epoch 109/2000
1/1 [==============================] - ETA: 0s - loss: 0.2078 - mean_squared_error: 0.2078
1/1 [==============================] - 0s 623us/step - loss: 0.2078 - mean_squared_error: 0.2078
Epoch 110/2000
1/1 [==============================] - ETA: 0s - loss: 0.2071 - mean_squared_error: 0.2071
1/1 [==============================] - 0s 656us/step - loss: 0.2071 - mean_squared_error: 0.2071
Epoch 111/2000
1/1 [==============================] - ETA: 0s - loss: 0.2064 - mean_squared_error: 0.2064
1/1 [==============================] - 0s 631us/step - loss: 0.2064 - mean_squared_error: 0.2064
Epoch 112/2000
1/1 [==============================] - ETA: 0s - loss: 0.2057 - mean_squared_error: 0.2057
1/1 [==============================] - 0s 405us/step - loss: 0.2057 - mean_squared_error: 0.2057
Epoch 113/2000
1/1 [==============================] - ETA: 0s - loss: 0.2051 - mean_squared_error: 0.2051
1/1 [==============================] - 0s 618us/step - loss: 0.2051 - mean_squared_error: 0.2051
Epoch 114/2000
1/1 [==============================] - ETA: 0s - loss: 0.2044 - mean_squared_error: 0.2044
1/1 [==============================] - 0s 503us/step - loss: 0.2044 - mean_squared_error: 0.2044
Epoch 115/2000
1/1 [==============================] - ETA: 0s - loss: 0.2037 - mean_squared_error: 0.2037
1/1 [==============================] - 0s 405us/step - loss: 0.2037 - mean_squared_error: 0.2037
Epoch 116/2000
1/1 [==============================] - ETA: 0s - loss: 0.2031 - mean_squared_error: 0.2031
1/1 [==============================] - 0s 421us/step - loss: 0.2031 - mean_squared_error: 0.2031
Epoch 117/2000
1/1 [==============================] - ETA: 0s - loss: 0.2025 - mean_squared_error: 0.2025
1/1 [==============================] - 0s 457us/step - loss: 0.2025 - mean_squared_error: 0.2025
Epoch 118/2000
1/1 [==============================] - ETA: 0s - loss: 0.2018 - mean_squared_error: 0.2018
1/1 [==============================] - 0s 502us/step - loss: 0.2018 - mean_squared_error: 0.2018
Epoch 119/2000
1/1 [==============================] - ETA: 0s - loss: 0.2011 - mean_squared_error: 0.2011
1/1 [==============================] - 0s 990us/step - loss: 0.2011 - mean_squared_error: 0.2011
Epoch 120/2000
1/1 [==============================] - ETA: 0s - loss: 0.2004 - mean_squared_error: 0.2004
1/1 [==============================] - 0s 488us/step - loss: 0.2004 - mean_squared_error: 0.2004
Epoch 121/2000
1/1 [==============================] - ETA: 0s - loss: 0.1998 - mean_squared_error: 0.1998
1/1 [==============================] - 0s 516us/step - loss: 0.1998 - mean_squared_error: 0.1998
Epoch 122/2000
1/1 [==============================] - ETA: 0s - loss: 0.1991 - mean_squared_error: 0.1991
1/1 [==============================] - 0s 399us/step - loss: 0.1991 - mean_squared_error: 0.1991
Epoch 123/2000
1/1 [==============================] - ETA: 0s - loss: 0.1985 - mean_squared_error: 0.1985
1/1 [==============================] - 0s 522us/step - loss: 0.1985 - mean_squared_error: 0.1985
Epoch 124/2000
1/1 [==============================] - ETA: 0s - loss: 0.1979 - mean_squared_error: 0.1979
1/1 [==============================] - 0s 438us/step - loss: 0.1979 - mean_squared_error: 0.1979
Epoch 125/2000
1/1 [==============================] - ETA: 0s - loss: 0.1974 - mean_squared_error: 0.1974
1/1 [==============================] - 0s 580us/step - loss: 0.1974 - mean_squared_error: 0.1974
Epoch 126/2000
1/1 [==============================] - ETA: 0s - loss: 0.1969 - mean_squared_error: 0.1969
1/1 [==============================] - 0s 382us/step - loss: 0.1969 - mean_squared_error: 0.1969
Epoch 127/2000
1/1 [==============================] - ETA: 0s - loss: 0.1964 - mean_squared_error: 0.1964
1/1 [==============================] - 0s 521us/step - loss: 0.1964 - mean_squared_error: 0.1964
Epoch 128/2000
1/1 [==============================] - ETA: 0s - loss: 0.1959 - mean_squared_error: 0.1959
1/1 [==============================] - 0s 604us/step - loss: 0.1959 - mean_squared_error: 0.1959
Epoch 129/2000
1/1 [==============================] - ETA: 0s - loss: 0.1954 - mean_squared_error: 0.1954
1/1 [==============================] - 0s 426us/step - loss: 0.1954 - mean_squared_error: 0.1954
Epoch 130/2000
1/1 [==============================] - ETA: 0s - loss: 0.1949 - mean_squared_error: 0.1949
1/1 [==============================] - 0s 659us/step - loss: 0.1949 - mean_squared_error: 0.1949
Epoch 131/2000
1/1 [==============================] - ETA: 0s - loss: 0.1944 - mean_squared_error: 0.1944
1/1 [==============================] - 0s 483us/step - loss: 0.1944 - mean_squared_error: 0.1944
Epoch 132/2000
1/1 [==============================] - ETA: 0s - loss: 0.1939 - mean_squared_error: 0.1939
1/1 [==============================] - 0s 474us/step - loss: 0.1939 - mean_squared_error: 0.1939
Epoch 133/2000
1/1 [==============================] - ETA: 0s - loss: 0.1934 - mean_squared_error: 0.1934
1/1 [==============================] - 0s 677us/step - loss: 0.1934 - mean_squared_error: 0.1934
Epoch 134/2000
1/1 [==============================] - ETA: 0s - loss: 0.1930 - mean_squared_error: 0.1930
1/1 [==============================] - 0s 486us/step - loss: 0.1930 - mean_squared_error: 0.1930
Epoch 135/2000
1/1 [==============================] - ETA: 0s - loss: 0.1925 - mean_squared_error: 0.1925
1/1 [==============================] - 0s 462us/step - loss: 0.1925 - mean_squared_error: 0.1925
Epoch 136/2000
1/1 [==============================] - ETA: 0s - loss: 0.1921 - mean_squared_error: 0.1921
1/1 [==============================] - 0s 570us/step - loss: 0.1921 - mean_squared_error: 0.1921
Epoch 137/2000
1/1 [==============================] - ETA: 0s - loss: 0.1916 - mean_squared_error: 0.1916
1/1 [==============================] - 0s 416us/step - loss: 0.1916 - mean_squared_error: 0.1916
Epoch 138/2000
1/1 [==============================] - ETA: 0s - loss: 0.1912 - mean_squared_error: 0.1912
1/1 [==============================] - 0s 552us/step - loss: 0.1912 - mean_squared_error: 0.1912
Epoch 139/2000
1/1 [==============================] - ETA: 0s - loss: 0.1908 - mean_squared_error: 0.1908
1/1 [==============================] - 0s 455us/step - loss: 0.1908 - mean_squared_error: 0.1908
Epoch 140/2000
1/1 [==============================] - ETA: 0s - loss: 0.1904 - mean_squared_error: 0.1904
1/1 [==============================] - 0s 526us/step - loss: 0.1904 - mean_squared_error: 0.1904
Epoch 141/2000
1/1 [==============================] - ETA: 0s - loss: 0.1900 - mean_squared_error: 0.1900
1/1 [==============================] - 0s 494us/step - loss: 0.1900 - mean_squared_error: 0.1900
Epoch 142/2000
1/1 [==============================] - ETA: 0s - loss: 0.1896 - mean_squared_error: 0.1896
1/1 [==============================] - 0s 462us/step - loss: 0.1896 - mean_squared_error: 0.1896
Epoch 143/2000
1/1 [==============================] - ETA: 0s - loss: 0.1892 - mean_squared_error: 0.1892
1/1 [==============================] - 0s 417us/step - loss: 0.1892 - mean_squared_error: 0.1892
Epoch 144/2000
1/1 [==============================] - ETA: 0s - loss: 0.1888 - mean_squared_error: 0.1888
1/1 [==============================] - 0s 472us/step - loss: 0.1888 - mean_squared_error: 0.1888
Epoch 145/2000
1/1 [==============================] - ETA: 0s - loss: 0.1885 - mean_squared_error: 0.1885
1/1 [==============================] - 0s 527us/step - loss: 0.1885 - mean_squared_error: 0.1885
Epoch 146/2000
1/1 [==============================] - ETA: 0s - loss: 0.1881 - mean_squared_error: 0.1881
1/1 [==============================] - 0s 531us/step - loss: 0.1881 - mean_squared_error: 0.1881
Epoch 147/2000
1/1 [==============================] - ETA: 0s - loss: 0.1878 - mean_squared_error: 0.1878
1/1 [==============================] - 0s 543us/step - loss: 0.1878 - mean_squared_error: 0.1878
Epoch 148/2000
1/1 [==============================] - ETA: 0s - loss: 0.1874 - mean_squared_error: 0.1874
1/1 [==============================] - 0s 514us/step - loss: 0.1874 - mean_squared_error: 0.1874
Epoch 149/2000
1/1 [==============================] - ETA: 0s - loss: 0.1871 - mean_squared_error: 0.1871
1/1 [==============================] - 0s 470us/step - loss: 0.1871 - mean_squared_error: 0.1871
Epoch 150/2000
1/1 [==============================] - ETA: 0s - loss: 0.1868 - mean_squared_error: 0.1868
1/1 [==============================] - 0s 461us/step - loss: 0.1868 - mean_squared_error: 0.1868
Epoch 151/2000
1/1 [==============================] - ETA: 0s - loss: 0.1865 - mean_squared_error: 0.1865
1/1 [==============================] - 0s 431us/step - loss: 0.1865 - mean_squared_error: 0.1865
Epoch 152/2000
1/1 [==============================] - ETA: 0s - loss: 0.1862 - mean_squared_error: 0.1862
1/1 [==============================] - 0s 542us/step - loss: 0.1862 - mean_squared_error: 0.1862
Epoch 153/2000
1/1 [==============================] - ETA: 0s - loss: 0.1859 - mean_squared_error: 0.1859
1/1 [==============================] - 0s 507us/step - loss: 0.1859 - mean_squared_error: 0.1859
Epoch 154/2000
1/1 [==============================] - ETA: 0s - loss: 0.1856 - mean_squared_error: 0.1856
1/1 [==============================] - 0s 772us/step - loss: 0.1856 - mean_squared_error: 0.1856
Epoch 155/2000
1/1 [==============================] - ETA: 0s - loss: 0.1854 - mean_squared_error: 0.1854
1/1 [==============================] - 0s 450us/step - loss: 0.1854 - mean_squared_error: 0.1854
Epoch 156/2000
1/1 [==============================] - ETA: 0s - loss: 0.1851 - mean_squared_error: 0.1851
1/1 [==============================] - 0s 502us/step - loss: 0.1851 - mean_squared_error: 0.1851
Epoch 157/2000
1/1 [==============================] - ETA: 0s - loss: 0.1849 - mean_squared_error: 0.1849
1/1 [==============================] - 0s 558us/step - loss: 0.1849 - mean_squared_error: 0.1849
Epoch 158/2000
1/1 [==============================] - ETA: 0s - loss: 0.1846 - mean_squared_error: 0.1846
1/1 [==============================] - 0s 5ms/step - loss: 0.1846 - mean_squared_error: 0.1846
Epoch 159/2000
1/1 [==============================] - ETA: 0s - loss: 0.1844 - mean_squared_error: 0.1844
1/1 [==============================] - 0s 808us/step - loss: 0.1844 - mean_squared_error: 0.1844
Epoch 160/2000
1/1 [==============================] - ETA: 0s - loss: 0.1842 - mean_squared_error: 0.1842
1/1 [==============================] - 0s 820us/step - loss: 0.1842 - mean_squared_error: 0.1842
Epoch 161/2000
1/1 [==============================] - ETA: 0s - loss: 0.1840 - mean_squared_error: 0.1840
1/1 [==============================] - 0s 615us/step - loss: 0.1840 - mean_squared_error: 0.1840
Epoch 162/2000
1/1 [==============================] - ETA: 0s - loss: 0.1837 - mean_squared_error: 0.1837
1/1 [==============================] - 0s 2ms/step - loss: 0.1837 - mean_squared_error: 0.1837
Epoch 163/2000
1/1 [==============================] - ETA: 0s - loss: 0.1835 - mean_squared_error: 0.1835
1/1 [==============================] - 0s 644us/step - loss: 0.1835 - mean_squared_error: 0.1835
Epoch 164/2000
1/1 [==============================] - ETA: 0s - loss: 0.1833 - mean_squared_error: 0.1833
1/1 [==============================] - 0s 541us/step - loss: 0.1833 - mean_squared_error: 0.1833
Epoch 165/2000
1/1 [==============================] - ETA: 0s - loss: 0.1831 - mean_squared_error: 0.1831
1/1 [==============================] - 0s 493us/step - loss: 0.1831 - mean_squared_error: 0.1831
Epoch 166/2000
1/1 [==============================] - ETA: 0s - loss: 0.1829 - mean_squared_error: 0.1829
1/1 [==============================] - 0s 561us/step - loss: 0.1829 - mean_squared_error: 0.1829
Epoch 167/2000
1/1 [==============================] - ETA: 0s - loss: 0.1827 - mean_squared_error: 0.1827
1/1 [==============================] - 0s 656us/step - loss: 0.1827 - mean_squared_error: 0.1827
Epoch 168/2000
1/1 [==============================] - ETA: 0s - loss: 0.1825 - mean_squared_error: 0.1825
1/1 [==============================] - 0s 799us/step - loss: 0.1825 - mean_squared_error: 0.1825
Epoch 169/2000
1/1 [==============================] - ETA: 0s - loss: 0.1823 - mean_squared_error: 0.1823
1/1 [==============================] - 0s 765us/step - loss: 0.1823 - mean_squared_error: 0.1823
Epoch 170/2000
1/1 [==============================] - ETA: 0s - loss: 0.1822 - mean_squared_error: 0.1822
1/1 [==============================] - 0s 515us/step - loss: 0.1822 - mean_squared_error: 0.1822
Epoch 171/2000
1/1 [==============================] - ETA: 0s - loss: 0.1820 - mean_squared_error: 0.1820
1/1 [==============================] - 0s 931us/step - loss: 0.1820 - mean_squared_error: 0.1820
Epoch 172/2000
1/1 [==============================] - ETA: 0s - loss: 0.1818 - mean_squared_error: 0.1818
1/1 [==============================] - 0s 642us/step - loss: 0.1818 - mean_squared_error: 0.1818
Epoch 173/2000
1/1 [==============================] - ETA: 0s - loss: 0.1817 - mean_squared_error: 0.1817
1/1 [==============================] - 0s 563us/step - loss: 0.1817 - mean_squared_error: 0.1817
Epoch 174/2000
1/1 [==============================] - ETA: 0s - loss: 0.1815 - mean_squared_error: 0.1815
1/1 [==============================] - 0s 629us/step - loss: 0.1815 - mean_squared_error: 0.1815
Epoch 175/2000
1/1 [==============================] - ETA: 0s - loss: 0.1814 - mean_squared_error: 0.1814
1/1 [==============================] - 0s 396us/step - loss: 0.1814 - mean_squared_error: 0.1814
Epoch 176/2000
1/1 [==============================] - ETA: 0s - loss: 0.1812 - mean_squared_error: 0.1812
1/1 [==============================] - 0s 521us/step - loss: 0.1812 - mean_squared_error: 0.1812
Epoch 177/2000
1/1 [==============================] - ETA: 0s - loss: 0.1811 - mean_squared_error: 0.1811
1/1 [==============================] - 0s 531us/step - loss: 0.1811 - mean_squared_error: 0.1811
Epoch 178/2000
1/1 [==============================] - ETA: 0s - loss: 0.1809 - mean_squared_error: 0.1809
1/1 [==============================] - 0s 427us/step - loss: 0.1809 - mean_squared_error: 0.1809
Epoch 179/2000
1/1 [==============================] - ETA: 0s - loss: 0.1808 - mean_squared_error: 0.1808
1/1 [==============================] - 0s 594us/step - loss: 0.1808 - mean_squared_error: 0.1808
Epoch 180/2000
1/1 [==============================] - ETA: 0s - loss: 0.1806 - mean_squared_error: 0.1806
1/1 [==============================] - 0s 498us/step - loss: 0.1806 - mean_squared_error: 0.1806
Epoch 181/2000
1/1 [==============================] - ETA: 0s - loss: 0.1805 - mean_squared_error: 0.1805
1/1 [==============================] - 0s 439us/step - loss: 0.1805 - mean_squared_error: 0.1805
Epoch 182/2000
1/1 [==============================] - ETA: 0s - loss: 0.1804 - mean_squared_error: 0.1804
1/1 [==============================] - 0s 454us/step - loss: 0.1804 - mean_squared_error: 0.1804
Epoch 183/2000
1/1 [==============================] - ETA: 0s - loss: 0.1802 - mean_squared_error: 0.1802
1/1 [==============================] - 0s 475us/step - loss: 0.1802 - mean_squared_error: 0.1802
Epoch 184/2000
1/1 [==============================] - ETA: 0s - loss: 0.1801 - mean_squared_error: 0.1801
1/1 [==============================] - 0s 579us/step - loss: 0.1801 - mean_squared_error: 0.1801
Epoch 185/2000
1/1 [==============================] - ETA: 0s - loss: 0.1800 - mean_squared_error: 0.1800
1/1 [==============================] - 0s 482us/step - loss: 0.1800 - mean_squared_error: 0.1800
Epoch 186/2000
1/1 [==============================] - ETA: 0s - loss: 0.1798 - mean_squared_error: 0.1798
1/1 [==============================] - 0s 479us/step - loss: 0.1798 - mean_squared_error: 0.1798
Epoch 187/2000
1/1 [==============================] - ETA: 0s - loss: 0.1797 - mean_squared_error: 0.1797
1/1 [==============================] - 0s 935us/step - loss: 0.1797 - mean_squared_error: 0.1797
Epoch 188/2000
1/1 [==============================] - ETA: 0s - loss: 0.1796 - mean_squared_error: 0.1796
1/1 [==============================] - 0s 649us/step - loss: 0.1796 - mean_squared_error: 0.1796
Epoch 189/2000
1/1 [==============================] - ETA: 0s - loss: 0.1795 - mean_squared_error: 0.1795
1/1 [==============================] - 0s 1ms/step - loss: 0.1795 - mean_squared_error: 0.1795
Epoch 190/2000
1/1 [==============================] - ETA: 0s - loss: 0.1794 - mean_squared_error: 0.1794
1/1 [==============================] - 0s 2ms/step - loss: 0.1794 - mean_squared_error: 0.1794
Epoch 191/2000
1/1 [==============================] - ETA: 0s - loss: 0.1792 - mean_squared_error: 0.1792
1/1 [==============================] - 0s 626us/step - loss: 0.1792 - mean_squared_error: 0.1792
Epoch 192/2000
1/1 [==============================] - ETA: 0s - loss: 0.1791 - mean_squared_error: 0.1791
1/1 [==============================] - 0s 740us/step - loss: 0.1791 - mean_squared_error: 0.1791
Epoch 193/2000
1/1 [==============================] - ETA: 0s - loss: 0.1790 - mean_squared_error: 0.1790
1/1 [==============================] - 0s 558us/step - loss: 0.1790 - mean_squared_error: 0.1790
Epoch 194/2000
1/1 [==============================] - ETA: 0s - loss: 0.1789 - mean_squared_error: 0.1789
1/1 [==============================] - 0s 643us/step - loss: 0.1789 - mean_squared_error: 0.1789
Epoch 195/2000
1/1 [==============================] - ETA: 0s - loss: 0.1788 - mean_squared_error: 0.1788
1/1 [==============================] - 0s 611us/step - loss: 0.1788 - mean_squared_error: 0.1788
Epoch 196/2000
1/1 [==============================] - ETA: 0s - loss: 0.1787 - mean_squared_error: 0.1787
1/1 [==============================] - 0s 589us/step - loss: 0.1787 - mean_squared_error: 0.1787
Epoch 197/2000
1/1 [==============================] - ETA: 0s - loss: 0.1786 - mean_squared_error: 0.1786
1/1 [==============================] - 0s 553us/step - loss: 0.1786 - mean_squared_error: 0.1786
Epoch 198/2000
1/1 [==============================] - ETA: 0s - loss: 0.1784 - mean_squared_error: 0.1784
1/1 [==============================] - 0s 654us/step - loss: 0.1784 - mean_squared_error: 0.1784
Epoch 199/2000
1/1 [==============================] - ETA: 0s - loss: 0.1783 - mean_squared_error: 0.1783
1/1 [==============================] - 0s 456us/step - loss: 0.1783 - mean_squared_error: 0.1783
Epoch 200/2000
1/1 [==============================] - ETA: 0s - loss: 0.1782 - mean_squared_error: 0.1782
1/1 [==============================] - 0s 509us/step - loss: 0.1782 - mean_squared_error: 0.1782
Epoch 201/2000
1/1 [==============================] - ETA: 0s - loss: 0.1781 - mean_squared_error: 0.1781
1/1 [==============================] - 0s 480us/step - loss: 0.1781 - mean_squared_error: 0.1781
Epoch 202/2000
1/1 [==============================] - ETA: 0s - loss: 0.1780 - mean_squared_error: 0.1780
1/1 [==============================] - 0s 475us/step - loss: 0.1780 - mean_squared_error: 0.1780
Epoch 203/2000
1/1 [==============================] - ETA: 0s - loss: 0.1779 - mean_squared_error: 0.1779
1/1 [==============================] - 0s 484us/step - loss: 0.1779 - mean_squared_error: 0.1779
Epoch 204/2000
1/1 [==============================] - ETA: 0s - loss: 0.1778 - mean_squared_error: 0.1778
1/1 [==============================] - 0s 457us/step - loss: 0.1778 - mean_squared_error: 0.1778
Epoch 205/2000
1/1 [==============================] - ETA: 0s - loss: 0.1776 - mean_squared_error: 0.1776
1/1 [==============================] - 0s 403us/step - loss: 0.1776 - mean_squared_error: 0.1776
Epoch 206/2000
1/1 [==============================] - ETA: 0s - loss: 0.1775 - mean_squared_error: 0.1775
1/1 [==============================] - 0s 508us/step - loss: 0.1775 - mean_squared_error: 0.1775
Epoch 207/2000
1/1 [==============================] - ETA: 0s - loss: 0.1774 - mean_squared_error: 0.1774
1/1 [==============================] - 0s 686us/step - loss: 0.1774 - mean_squared_error: 0.1774
Epoch 208/2000
1/1 [==============================] - ETA: 0s - loss: 0.1773 - mean_squared_error: 0.1773
1/1 [==============================] - 0s 404us/step - loss: 0.1773 - mean_squared_error: 0.1773
Epoch 209/2000
1/1 [==============================] - ETA: 0s - loss: 0.1772 - mean_squared_error: 0.1772
1/1 [==============================] - 0s 570us/step - loss: 0.1772 - mean_squared_error: 0.1772
Epoch 210/2000
1/1 [==============================] - ETA: 0s - loss: 0.1770 - mean_squared_error: 0.1770
1/1 [==============================] - 0s 702us/step - loss: 0.1770 - mean_squared_error: 0.1770
Epoch 211/2000
1/1 [==============================] - ETA: 0s - loss: 0.1769 - mean_squared_error: 0.1769
1/1 [==============================] - 0s 598us/step - loss: 0.1769 - mean_squared_error: 0.1769
Epoch 212/2000
1/1 [==============================] - ETA: 0s - loss: 0.1768 - mean_squared_error: 0.1768
1/1 [==============================] - 0s 587us/step - loss: 0.1768 - mean_squared_error: 0.1768
Epoch 213/2000
1/1 [==============================] - ETA: 0s - loss: 0.1767 - mean_squared_error: 0.1767
1/1 [==============================] - 0s 597us/step - loss: 0.1767 - mean_squared_error: 0.1767
Epoch 214/2000
1/1 [==============================] - ETA: 0s - loss: 0.1766 - mean_squared_error: 0.1766
1/1 [==============================] - 0s 482us/step - loss: 0.1766 - mean_squared_error: 0.1766
Epoch 215/2000
1/1 [==============================] - ETA: 0s - loss: 0.1765 - mean_squared_error: 0.1765
1/1 [==============================] - 0s 561us/step - loss: 0.1765 - mean_squared_error: 0.1765
Epoch 216/2000
1/1 [==============================] - ETA: 0s - loss: 0.1763 - mean_squared_error: 0.1763
1/1 [==============================] - 0s 587us/step - loss: 0.1763 - mean_squared_error: 0.1763
Epoch 217/2000
1/1 [==============================] - ETA: 0s - loss: 0.1762 - mean_squared_error: 0.1762
1/1 [==============================] - 0s 548us/step - loss: 0.1762 - mean_squared_error: 0.1762
Epoch 218/2000
1/1 [==============================] - ETA: 0s - loss: 0.1761 - mean_squared_error: 0.1761
1/1 [==============================] - 0s 379us/step - loss: 0.1761 - mean_squared_error: 0.1761
Epoch 219/2000
1/1 [==============================] - ETA: 0s - loss: 0.1760 - mean_squared_error: 0.1760
1/1 [==============================] - 0s 718us/step - loss: 0.1760 - mean_squared_error: 0.1760
Epoch 220/2000
1/1 [==============================] - ETA: 0s - loss: 0.1758 - mean_squared_error: 0.1758
1/1 [==============================] - 0s 661us/step - loss: 0.1758 - mean_squared_error: 0.1758
Epoch 221/2000
1/1 [==============================] - ETA: 0s - loss: 0.1757 - mean_squared_error: 0.1757
1/1 [==============================] - 0s 562us/step - loss: 0.1757 - mean_squared_error: 0.1757
Epoch 222/2000
1/1 [==============================] - ETA: 0s - loss: 0.1756 - mean_squared_error: 0.1756
1/1 [==============================] - 0s 521us/step - loss: 0.1756 - mean_squared_error: 0.1756
Epoch 223/2000
1/1 [==============================] - ETA: 0s - loss: 0.1754 - mean_squared_error: 0.1754
1/1 [==============================] - 0s 497us/step - loss: 0.1754 - mean_squared_error: 0.1754
Epoch 224/2000
1/1 [==============================] - ETA: 0s - loss: 0.1753 - mean_squared_error: 0.1753
1/1 [==============================] - 0s 635us/step - loss: 0.1753 - mean_squared_error: 0.1753
Epoch 225/2000
1/1 [==============================] - ETA: 0s - loss: 0.1752 - mean_squared_error: 0.1752
1/1 [==============================] - 0s 527us/step - loss: 0.1752 - mean_squared_error: 0.1752
Epoch 226/2000
1/1 [==============================] - ETA: 0s - loss: 0.1751 - mean_squared_error: 0.1751
1/1 [==============================] - 0s 513us/step - loss: 0.1751 - mean_squared_error: 0.1751
Epoch 227/2000
1/1 [==============================] - ETA: 0s - loss: 0.1749 - mean_squared_error: 0.1749
1/1 [==============================] - 0s 463us/step - loss: 0.1749 - mean_squared_error: 0.1749
Epoch 228/2000
1/1 [==============================] - ETA: 0s - loss: 0.1748 - mean_squared_error: 0.1748
1/1 [==============================] - 0s 612us/step - loss: 0.1748 - mean_squared_error: 0.1748
Epoch 229/2000
1/1 [==============================] - ETA: 0s - loss: 0.1747 - mean_squared_error: 0.1747
1/1 [==============================] - 0s 525us/step - loss: 0.1747 - mean_squared_error: 0.1747
Epoch 230/2000
1/1 [==============================] - ETA: 0s - loss: 0.1745 - mean_squared_error: 0.1745
1/1 [==============================] - 0s 611us/step - loss: 0.1745 - mean_squared_error: 0.1745
Epoch 231/2000
1/1 [==============================] - ETA: 0s - loss: 0.1744 - mean_squared_error: 0.1744
1/1 [==============================] - 0s 590us/step - loss: 0.1744 - mean_squared_error: 0.1744
Epoch 232/2000
1/1 [==============================] - ETA: 0s - loss: 0.1742 - mean_squared_error: 0.1742
1/1 [==============================] - 0s 701us/step - loss: 0.1742 - mean_squared_error: 0.1742
Epoch 233/2000
1/1 [==============================] - ETA: 0s - loss: 0.1741 - mean_squared_error: 0.1741
1/1 [==============================] - 0s 717us/step - loss: 0.1741 - mean_squared_error: 0.1741
Epoch 234/2000
1/1 [==============================] - ETA: 0s - loss: 0.1739 - mean_squared_error: 0.1739
1/1 [==============================] - 0s 607us/step - loss: 0.1739 - mean_squared_error: 0.1739
Epoch 235/2000
1/1 [==============================] - ETA: 0s - loss: 0.1738 - mean_squared_error: 0.1738
1/1 [==============================] - 0s 690us/step - loss: 0.1738 - mean_squared_error: 0.1738
Epoch 236/2000
1/1 [==============================] - ETA: 0s - loss: 0.1736 - mean_squared_error: 0.1736
1/1 [==============================] - 0s 616us/step - loss: 0.1736 - mean_squared_error: 0.1736
Epoch 237/2000
1/1 [==============================] - ETA: 0s - loss: 0.1735 - mean_squared_error: 0.1735
1/1 [==============================] - 0s 1ms/step - loss: 0.1735 - mean_squared_error: 0.1735
Epoch 238/2000
1/1 [==============================] - ETA: 0s - loss: 0.1733 - mean_squared_error: 0.1733
1/1 [==============================] - 0s 552us/step - loss: 0.1733 - mean_squared_error: 0.1733
Epoch 239/2000
1/1 [==============================] - ETA: 0s - loss: 0.1732 - mean_squared_error: 0.1732
1/1 [==============================] - 0s 480us/step - loss: 0.1732 - mean_squared_error: 0.1732
Epoch 240/2000
1/1 [==============================] - ETA: 0s - loss: 0.1730 - mean_squared_error: 0.1730
1/1 [==============================] - 0s 438us/step - loss: 0.1730 - mean_squared_error: 0.1730
Epoch 241/2000
1/1 [==============================] - ETA: 0s - loss: 0.1729 - mean_squared_error: 0.1729
1/1 [==============================] - 0s 426us/step - loss: 0.1729 - mean_squared_error: 0.1729
Epoch 242/2000
1/1 [==============================] - ETA: 0s - loss: 0.1727 - mean_squared_error: 0.1727
1/1 [==============================] - 0s 766us/step - loss: 0.1727 - mean_squared_error: 0.1727
Epoch 243/2000
1/1 [==============================] - ETA: 0s - loss: 0.1726 - mean_squared_error: 0.1726
1/1 [==============================] - 0s 630us/step - loss: 0.1726 - mean_squared_error: 0.1726
Epoch 244/2000
1/1 [==============================] - ETA: 0s - loss: 0.1724 - mean_squared_error: 0.1724
1/1 [==============================] - 0s 517us/step - loss: 0.1724 - mean_squared_error: 0.1724
Epoch 245/2000
1/1 [==============================] - ETA: 0s - loss: 0.1723 - mean_squared_error: 0.1723
1/1 [==============================] - 0s 599us/step - loss: 0.1723 - mean_squared_error: 0.1723
Epoch 246/2000
1/1 [==============================] - ETA: 0s - loss: 0.1721 - mean_squared_error: 0.1721
1/1 [==============================] - 0s 540us/step - loss: 0.1721 - mean_squared_error: 0.1721
Epoch 247/2000
1/1 [==============================] - ETA: 0s - loss: 0.1720 - mean_squared_error: 0.1720
1/1 [==============================] - 0s 502us/step - loss: 0.1720 - mean_squared_error: 0.1720
Epoch 248/2000
1/1 [==============================] - ETA: 0s - loss: 0.1718 - mean_squared_error: 0.1718
1/1 [==============================] - 0s 531us/step - loss: 0.1718 - mean_squared_error: 0.1718
Epoch 249/2000
1/1 [==============================] - ETA: 0s - loss: 0.1716 - mean_squared_error: 0.1716
1/1 [==============================] - 0s 444us/step - loss: 0.1716 - mean_squared_error: 0.1716
Epoch 250/2000
1/1 [==============================] - ETA: 0s - loss: 0.1715 - mean_squared_error: 0.1715
1/1 [==============================] - 0s 415us/step - loss: 0.1715 - mean_squared_error: 0.1715
Epoch 251/2000
1/1 [==============================] - ETA: 0s - loss: 0.1713 - mean_squared_error: 0.1713
1/1 [==============================] - 0s 600us/step - loss: 0.1713 - mean_squared_error: 0.1713
Epoch 252/2000
1/1 [==============================] - ETA: 0s - loss: 0.1711 - mean_squared_error: 0.1711
1/1 [==============================] - 0s 672us/step - loss: 0.1711 - mean_squared_error: 0.1711
Epoch 253/2000
1/1 [==============================] - ETA: 0s - loss: 0.1710 - mean_squared_error: 0.1710
1/1 [==============================] - 0s 677us/step - loss: 0.1710 - mean_squared_error: 0.1710
Epoch 254/2000
1/1 [==============================] - ETA: 0s - loss: 0.1709 - mean_squared_error: 0.1709
1/1 [==============================] - 0s 526us/step - loss: 0.1709 - mean_squared_error: 0.1709
Epoch 255/2000
1/1 [==============================] - ETA: 0s - loss: 0.1707 - mean_squared_error: 0.1707
1/1 [==============================] - 0s 513us/step - loss: 0.1707 - mean_squared_error: 0.1707
Epoch 256/2000
1/1 [==============================] - ETA: 0s - loss: 0.1705 - mean_squared_error: 0.1705
1/1 [==============================] - 0s 806us/step - loss: 0.1705 - mean_squared_error: 0.1705
Epoch 257/2000
1/1 [==============================] - ETA: 0s - loss: 0.1703 - mean_squared_error: 0.1703
1/1 [==============================] - 0s 735us/step - loss: 0.1703 - mean_squared_error: 0.1703
Epoch 258/2000
1/1 [==============================] - ETA: 0s - loss: 0.1701 - mean_squared_error: 0.1701
1/1 [==============================] - 0s 618us/step - loss: 0.1701 - mean_squared_error: 0.1701
Epoch 259/2000
1/1 [==============================] - ETA: 0s - loss: 0.1700 - mean_squared_error: 0.1700
1/1 [==============================] - 0s 790us/step - loss: 0.1700 - mean_squared_error: 0.1700
Epoch 260/2000
1/1 [==============================] - ETA: 0s - loss: 0.1698 - mean_squared_error: 0.1698
1/1 [==============================] - 0s 604us/step - loss: 0.1698 - mean_squared_error: 0.1698
Epoch 261/2000
1/1 [==============================] - ETA: 0s - loss: 0.1696 - mean_squared_error: 0.1696
1/1 [==============================] - 0s 613us/step - loss: 0.1696 - mean_squared_error: 0.1696
Epoch 262/2000
1/1 [==============================] - ETA: 0s - loss: 0.1695 - mean_squared_error: 0.1695
1/1 [==============================] - 0s 569us/step - loss: 0.1695 - mean_squared_error: 0.1695
Epoch 263/2000
1/1 [==============================] - ETA: 0s - loss: 0.1693 - mean_squared_error: 0.1693
1/1 [==============================] - 0s 717us/step - loss: 0.1693 - mean_squared_error: 0.1693
Epoch 264/2000
1/1 [==============================] - ETA: 0s - loss: 0.1691 - mean_squared_error: 0.1691
1/1 [==============================] - 0s 700us/step - loss: 0.1691 - mean_squared_error: 0.1691
Epoch 265/2000
1/1 [==============================] - ETA: 0s - loss: 0.1689 - mean_squared_error: 0.1689
1/1 [==============================] - 0s 569us/step - loss: 0.1689 - mean_squared_error: 0.1689
Epoch 266/2000
1/1 [==============================] - ETA: 0s - loss: 0.1687 - mean_squared_error: 0.1687
1/1 [==============================] - 0s 820us/step - loss: 0.1687 - mean_squared_error: 0.1687
Epoch 267/2000
1/1 [==============================] - ETA: 0s - loss: 0.1685 - mean_squared_error: 0.1685
1/1 [==============================] - 0s 603us/step - loss: 0.1685 - mean_squared_error: 0.1685
Epoch 268/2000
1/1 [==============================] - ETA: 0s - loss: 0.1683 - mean_squared_error: 0.1683
1/1 [==============================] - 0s 658us/step - loss: 0.1683 - mean_squared_error: 0.1683
Epoch 269/2000
1/1 [==============================] - ETA: 0s - loss: 0.1682 - mean_squared_error: 0.1682
1/1 [==============================] - 0s 661us/step - loss: 0.1682 - mean_squared_error: 0.1682
Epoch 270/2000
1/1 [==============================] - ETA: 0s - loss: 0.1680 - mean_squared_error: 0.1680
1/1 [==============================] - 0s 2ms/step - loss: 0.1680 - mean_squared_error: 0.1680
Epoch 271/2000
1/1 [==============================] - ETA: 0s - loss: 0.1678 - mean_squared_error: 0.1678
1/1 [==============================] - 0s 2ms/step - loss: 0.1678 - mean_squared_error: 0.1678
Epoch 272/2000
1/1 [==============================] - ETA: 0s - loss: 0.1676 - mean_squared_error: 0.1676
1/1 [==============================] - 0s 705us/step - loss: 0.1676 - mean_squared_error: 0.1676
Epoch 273/2000
1/1 [==============================] - ETA: 0s - loss: 0.1674 - mean_squared_error: 0.1674
1/1 [==============================] - 0s 708us/step - loss: 0.1674 - mean_squared_error: 0.1674
Epoch 274/2000
1/1 [==============================] - ETA: 0s - loss: 0.1672 - mean_squared_error: 0.1672
1/1 [==============================] - 0s 776us/step - loss: 0.1672 - mean_squared_error: 0.1672
Epoch 275/2000
1/1 [==============================] - ETA: 0s - loss: 0.1670 - mean_squared_error: 0.1670
1/1 [==============================] - 0s 597us/step - loss: 0.1670 - mean_squared_error: 0.1670
Epoch 276/2000
1/1 [==============================] - ETA: 0s - loss: 0.1668 - mean_squared_error: 0.1668
1/1 [==============================] - 0s 578us/step - loss: 0.1668 - mean_squared_error: 0.1668
Epoch 277/2000
1/1 [==============================] - ETA: 0s - loss: 0.1666 - mean_squared_error: 0.1666
1/1 [==============================] - 0s 532us/step - loss: 0.1666 - mean_squared_error: 0.1666
Epoch 278/2000
1/1 [==============================] - ETA: 0s - loss: 0.1664 - mean_squared_error: 0.1664
1/1 [==============================] - 0s 732us/step - loss: 0.1664 - mean_squared_error: 0.1664
Epoch 279/2000
1/1 [==============================] - ETA: 0s - loss: 0.1662 - mean_squared_error: 0.1662
1/1 [==============================] - 0s 546us/step - loss: 0.1662 - mean_squared_error: 0.1662
Epoch 280/2000
1/1 [==============================] - ETA: 0s - loss: 0.1659 - mean_squared_error: 0.1659
1/1 [==============================] - 0s 638us/step - loss: 0.1659 - mean_squared_error: 0.1659
Epoch 281/2000
1/1 [==============================] - ETA: 0s - loss: 0.1658 - mean_squared_error: 0.1658
1/1 [==============================] - 0s 552us/step - loss: 0.1658 - mean_squared_error: 0.1658
Epoch 282/2000
1/1 [==============================] - ETA: 0s - loss: 0.1655 - mean_squared_error: 0.1655
1/1 [==============================] - 0s 554us/step - loss: 0.1655 - mean_squared_error: 0.1655
Epoch 283/2000
1/1 [==============================] - ETA: 0s - loss: 0.1653 - mean_squared_error: 0.1653
1/1 [==============================] - 0s 607us/step - loss: 0.1653 - mean_squared_error: 0.1653
Epoch 284/2000
1/1 [==============================] - ETA: 0s - loss: 0.1651 - mean_squared_error: 0.1651
1/1 [==============================] - 0s 589us/step - loss: 0.1651 - mean_squared_error: 0.1651
Epoch 285/2000
1/1 [==============================] - ETA: 0s - loss: 0.1649 - mean_squared_error: 0.1649
1/1 [==============================] - 0s 661us/step - loss: 0.1649 - mean_squared_error: 0.1649
Epoch 286/2000
1/1 [==============================] - ETA: 0s - loss: 0.1647 - mean_squared_error: 0.1647
1/1 [==============================] - 0s 611us/step - loss: 0.1647 - mean_squared_error: 0.1647
Epoch 287/2000
1/1 [==============================] - ETA: 0s - loss: 0.1645 - mean_squared_error: 0.1645
1/1 [==============================] - 0s 649us/step - loss: 0.1645 - mean_squared_error: 0.1645
Epoch 288/2000
1/1 [==============================] - ETA: 0s - loss: 0.1643 - mean_squared_error: 0.1643
1/1 [==============================] - 0s 688us/step - loss: 0.1643 - mean_squared_error: 0.1643
Epoch 289/2000
1/1 [==============================] - ETA: 0s - loss: 0.1640 - mean_squared_error: 0.1640
1/1 [==============================] - 0s 651us/step - loss: 0.1640 - mean_squared_error: 0.1640
Epoch 290/2000
1/1 [==============================] - ETA: 0s - loss: 0.1638 - mean_squared_error: 0.1638
1/1 [==============================] - 0s 559us/step - loss: 0.1638 - mean_squared_error: 0.1638
Epoch 291/2000
1/1 [==============================] - ETA: 0s - loss: 0.1636 - mean_squared_error: 0.1636
1/1 [==============================] - 0s 590us/step - loss: 0.1636 - mean_squared_error: 0.1636
Epoch 292/2000
1/1 [==============================] - ETA: 0s - loss: 0.1633 - mean_squared_error: 0.1633
1/1 [==============================] - 0s 703us/step - loss: 0.1633 - mean_squared_error: 0.1633
Epoch 293/2000
1/1 [==============================] - ETA: 0s - loss: 0.1631 - mean_squared_error: 0.1631
1/1 [==============================] - 0s 565us/step - loss: 0.1631 - mean_squared_error: 0.1631
Epoch 294/2000
1/1 [==============================] - ETA: 0s - loss: 0.1629 - mean_squared_error: 0.1629
1/1 [==============================] - 0s 1ms/step - loss: 0.1629 - mean_squared_error: 0.1629
Epoch 295/2000
1/1 [==============================] - ETA: 0s - loss: 0.1626 - mean_squared_error: 0.1626
1/1 [==============================] - 0s 616us/step - loss: 0.1626 - mean_squared_error: 0.1626
Epoch 296/2000
1/1 [==============================] - ETA: 0s - loss: 0.1624 - mean_squared_error: 0.1624
1/1 [==============================] - 0s 778us/step - loss: 0.1624 - mean_squared_error: 0.1624
Epoch 297/2000
1/1 [==============================] - ETA: 0s - loss: 0.1622 - mean_squared_error: 0.1622
1/1 [==============================] - 0s 602us/step - loss: 0.1622 - mean_squared_error: 0.1622
Epoch 298/2000
1/1 [==============================] - ETA: 0s - loss: 0.1619 - mean_squared_error: 0.1619
1/1 [==============================] - 0s 859us/step - loss: 0.1619 - mean_squared_error: 0.1619
Epoch 299/2000
1/1 [==============================] - ETA: 0s - loss: 0.1617 - mean_squared_error: 0.1617
1/1 [==============================] - 0s 831us/step - loss: 0.1617 - mean_squared_error: 0.1617
Epoch 300/2000
1/1 [==============================] - ETA: 0s - loss: 0.1614 - mean_squared_error: 0.1614
1/1 [==============================] - 0s 1ms/step - loss: 0.1614 - mean_squared_error: 0.1614
Epoch 301/2000
1/1 [==============================] - ETA: 0s - loss: 0.1612 - mean_squared_error: 0.1612
1/1 [==============================] - 0s 689us/step - loss: 0.1612 - mean_squared_error: 0.1612
Epoch 302/2000
1/1 [==============================] - ETA: 0s - loss: 0.1609 - mean_squared_error: 0.1609
1/1 [==============================] - 0s 714us/step - loss: 0.1609 - mean_squared_error: 0.1609
Epoch 303/2000
1/1 [==============================] - ETA: 0s - loss: 0.1607 - mean_squared_error: 0.1607
1/1 [==============================] - 0s 2ms/step - loss: 0.1607 - mean_squared_error: 0.1607
Epoch 304/2000
1/1 [==============================] - ETA: 0s - loss: 0.1604 - mean_squared_error: 0.1604
1/1 [==============================] - 0s 776us/step - loss: 0.1604 - mean_squared_error: 0.1604
Epoch 305/2000
1/1 [==============================] - ETA: 0s - loss: 0.1602 - mean_squared_error: 0.1602
1/1 [==============================] - 0s 997us/step - loss: 0.1602 - mean_squared_error: 0.1602
Epoch 306/2000
1/1 [==============================] - ETA: 0s - loss: 0.1599 - mean_squared_error: 0.1599
1/1 [==============================] - 0s 603us/step - loss: 0.1599 - mean_squared_error: 0.1599
Epoch 307/2000
1/1 [==============================] - ETA: 0s - loss: 0.1597 - mean_squared_error: 0.1597
1/1 [==============================] - 0s 618us/step - loss: 0.1597 - mean_squared_error: 0.1597
Epoch 308/2000
1/1 [==============================] - ETA: 0s - loss: 0.1594 - mean_squared_error: 0.1594
1/1 [==============================] - 0s 733us/step - loss: 0.1594 - mean_squared_error: 0.1594
Epoch 309/2000
1/1 [==============================] - ETA: 0s - loss: 0.1592 - mean_squared_error: 0.1592
1/1 [==============================] - 0s 677us/step - loss: 0.1592 - mean_squared_error: 0.1592
Epoch 310/2000
1/1 [==============================] - ETA: 0s - loss: 0.1589 - mean_squared_error: 0.1589
1/1 [==============================] - 0s 957us/step - loss: 0.1589 - mean_squared_error: 0.1589
Epoch 311/2000
1/1 [==============================] - ETA: 0s - loss: 0.1586 - mean_squared_error: 0.1586
1/1 [==============================] - 0s 623us/step - loss: 0.1586 - mean_squared_error: 0.1586
Epoch 312/2000
1/1 [==============================] - ETA: 0s - loss: 0.1584 - mean_squared_error: 0.1584
1/1 [==============================] - 0s 662us/step - loss: 0.1584 - mean_squared_error: 0.1584
Epoch 313/2000
1/1 [==============================] - ETA: 0s - loss: 0.1581 - mean_squared_error: 0.1581
1/1 [==============================] - 0s 537us/step - loss: 0.1581 - mean_squared_error: 0.1581
Epoch 314/2000
1/1 [==============================] - ETA: 0s - loss: 0.1578 - mean_squared_error: 0.1578
1/1 [==============================] - 0s 697us/step - loss: 0.1578 - mean_squared_error: 0.1578
Epoch 315/2000
1/1 [==============================] - ETA: 0s - loss: 0.1576 - mean_squared_error: 0.1576
1/1 [==============================] - 0s 734us/step - loss: 0.1576 - mean_squared_error: 0.1576
Epoch 316/2000
1/1 [==============================] - ETA: 0s - loss: 0.1573 - mean_squared_error: 0.1573
1/1 [==============================] - 0s 615us/step - loss: 0.1573 - mean_squared_error: 0.1573
Epoch 317/2000
1/1 [==============================] - ETA: 0s - loss: 0.1570 - mean_squared_error: 0.1570
1/1 [==============================] - 0s 560us/step - loss: 0.1570 - mean_squared_error: 0.1570
Epoch 318/2000
1/1 [==============================] - ETA: 0s - loss: 0.1567 - mean_squared_error: 0.1567
1/1 [==============================] - 0s 541us/step - loss: 0.1567 - mean_squared_error: 0.1567
Epoch 319/2000
1/1 [==============================] - ETA: 0s - loss: 0.1565 - mean_squared_error: 0.1565
1/1 [==============================] - 0s 614us/step - loss: 0.1565 - mean_squared_error: 0.1565
Epoch 320/2000
1/1 [==============================] - ETA: 0s - loss: 0.1562 - mean_squared_error: 0.1562
1/1 [==============================] - 0s 591us/step - loss: 0.1562 - mean_squared_error: 0.1562
Epoch 321/2000
1/1 [==============================] - ETA: 0s - loss: 0.1559 - mean_squared_error: 0.1559
1/1 [==============================] - 0s 563us/step - loss: 0.1559 - mean_squared_error: 0.1559
Epoch 322/2000
1/1 [==============================] - ETA: 0s - loss: 0.1556 - mean_squared_error: 0.1556
1/1 [==============================] - 0s 477us/step - loss: 0.1556 - mean_squared_error: 0.1556
Epoch 323/2000
1/1 [==============================] - ETA: 0s - loss: 0.1553 - mean_squared_error: 0.1553
1/1 [==============================] - 0s 806us/step - loss: 0.1553 - mean_squared_error: 0.1553
Epoch 324/2000
1/1 [==============================] - ETA: 0s - loss: 0.1550 - mean_squared_error: 0.1550
1/1 [==============================] - 0s 524us/step - loss: 0.1550 - mean_squared_error: 0.1550
Epoch 325/2000
1/1 [==============================] - ETA: 0s - loss: 0.1547 - mean_squared_error: 0.1547
1/1 [==============================] - 0s 603us/step - loss: 0.1547 - mean_squared_error: 0.1547
Epoch 326/2000
1/1 [==============================] - ETA: 0s - loss: 0.1545 - mean_squared_error: 0.1545
1/1 [==============================] - 0s 539us/step - loss: 0.1545 - mean_squared_error: 0.1545
Epoch 327/2000
1/1 [==============================] - ETA: 0s - loss: 0.1542 - mean_squared_error: 0.1542
1/1 [==============================] - 0s 408us/step - loss: 0.1542 - mean_squared_error: 0.1542
Epoch 328/2000
1/1 [==============================] - ETA: 0s - loss: 0.1539 - mean_squared_error: 0.1539
1/1 [==============================] - 0s 703us/step - loss: 0.1539 - mean_squared_error: 0.1539
Epoch 329/2000
1/1 [==============================] - ETA: 0s - loss: 0.1536 - mean_squared_error: 0.1536
1/1 [==============================] - 0s 516us/step - loss: 0.1536 - mean_squared_error: 0.1536
Epoch 330/2000
1/1 [==============================] - ETA: 0s - loss: 0.1533 - mean_squared_error: 0.1533
1/1 [==============================] - 0s 616us/step - loss: 0.1533 - mean_squared_error: 0.1533
Epoch 331/2000
1/1 [==============================] - ETA: 0s - loss: 0.1530 - mean_squared_error: 0.1530
1/1 [==============================] - 0s 593us/step - loss: 0.1530 - mean_squared_error: 0.1530
Epoch 332/2000
1/1 [==============================] - ETA: 0s - loss: 0.1526 - mean_squared_error: 0.1526
1/1 [==============================] - 0s 561us/step - loss: 0.1526 - mean_squared_error: 0.1526
Epoch 333/2000
1/1 [==============================] - ETA: 0s - loss: 0.1523 - mean_squared_error: 0.1523
1/1 [==============================] - 0s 609us/step - loss: 0.1523 - mean_squared_error: 0.1523
Epoch 334/2000
1/1 [==============================] - ETA: 0s - loss: 0.1520 - mean_squared_error: 0.1520
1/1 [==============================] - 0s 615us/step - loss: 0.1520 - mean_squared_error: 0.1520
Epoch 335/2000
1/1 [==============================] - ETA: 0s - loss: 0.1517 - mean_squared_error: 0.1517
1/1 [==============================] - 0s 461us/step - loss: 0.1517 - mean_squared_error: 0.1517
Epoch 336/2000
1/1 [==============================] - ETA: 0s - loss: 0.1514 - mean_squared_error: 0.1514
1/1 [==============================] - 0s 566us/step - loss: 0.1514 - mean_squared_error: 0.1514
Epoch 337/2000
1/1 [==============================] - ETA: 0s - loss: 0.1511 - mean_squared_error: 0.1511
1/1 [==============================] - 0s 671us/step - loss: 0.1511 - mean_squared_error: 0.1511
Epoch 338/2000
1/1 [==============================] - ETA: 0s - loss: 0.1508 - mean_squared_error: 0.1508
1/1 [==============================] - 0s 497us/step - loss: 0.1508 - mean_squared_error: 0.1508
Epoch 339/2000
1/1 [==============================] - ETA: 0s - loss: 0.1505 - mean_squared_error: 0.1505
1/1 [==============================] - 0s 592us/step - loss: 0.1505 - mean_squared_error: 0.1505
Epoch 340/2000
1/1 [==============================] - ETA: 0s - loss: 0.1501 - mean_squared_error: 0.1501
1/1 [==============================] - 0s 514us/step - loss: 0.1501 - mean_squared_error: 0.1501
Epoch 341/2000
1/1 [==============================] - ETA: 0s - loss: 0.1498 - mean_squared_error: 0.1498
1/1 [==============================] - 0s 479us/step - loss: 0.1498 - mean_squared_error: 0.1498
Epoch 342/2000
1/1 [==============================] - ETA: 0s - loss: 0.1495 - mean_squared_error: 0.1495
1/1 [==============================] - 0s 2ms/step - loss: 0.1495 - mean_squared_error: 0.1495
Epoch 343/2000
1/1 [==============================] - ETA: 0s - loss: 0.1492 - mean_squared_error: 0.1492
1/1 [==============================] - 0s 2ms/step - loss: 0.1492 - mean_squared_error: 0.1492
Epoch 344/2000
1/1 [==============================] - ETA: 0s - loss: 0.1488 - mean_squared_error: 0.1488
1/1 [==============================] - 0s 933us/step - loss: 0.1488 - mean_squared_error: 0.1488
Epoch 345/2000
1/1 [==============================] - ETA: 0s - loss: 0.1485 - mean_squared_error: 0.1485
1/1 [==============================] - 0s 740us/step - loss: 0.1485 - mean_squared_error: 0.1485
Epoch 346/2000
1/1 [==============================] - ETA: 0s - loss: 0.1482 - mean_squared_error: 0.1482
1/1 [==============================] - 0s 679us/step - loss: 0.1482 - mean_squared_error: 0.1482
Epoch 347/2000
1/1 [==============================] - ETA: 0s - loss: 0.1478 - mean_squared_error: 0.1478
1/1 [==============================] - 0s 762us/step - loss: 0.1478 - mean_squared_error: 0.1478
Epoch 348/2000
1/1 [==============================] - ETA: 0s - loss: 0.1475 - mean_squared_error: 0.1475
1/1 [==============================] - 0s 640us/step - loss: 0.1475 - mean_squared_error: 0.1475
Epoch 349/2000
1/1 [==============================] - ETA: 0s - loss: 0.1472 - mean_squared_error: 0.1472
1/1 [==============================] - 0s 751us/step - loss: 0.1472 - mean_squared_error: 0.1472
Epoch 350/2000
1/1 [==============================] - ETA: 0s - loss: 0.1468 - mean_squared_error: 0.1468
1/1 [==============================] - 0s 980us/step - loss: 0.1468 - mean_squared_error: 0.1468
Epoch 351/2000
1/1 [==============================] - ETA: 0s - loss: 0.1465 - mean_squared_error: 0.1465
1/1 [==============================] - 0s 881us/step - loss: 0.1465 - mean_squared_error: 0.1465
Epoch 352/2000
1/1 [==============================] - ETA: 0s - loss: 0.1461 - mean_squared_error: 0.1461
1/1 [==============================] - 0s 511us/step - loss: 0.1461 - mean_squared_error: 0.1461
Epoch 353/2000
1/1 [==============================] - ETA: 0s - loss: 0.1458 - mean_squared_error: 0.1458
1/1 [==============================] - 0s 458us/step - loss: 0.1458 - mean_squared_error: 0.1458
Epoch 354/2000
1/1 [==============================] - ETA: 0s - loss: 0.1454 - mean_squared_error: 0.1454
1/1 [==============================] - 0s 689us/step - loss: 0.1454 - mean_squared_error: 0.1454
Epoch 355/2000
1/1 [==============================] - ETA: 0s - loss: 0.1451 - mean_squared_error: 0.1451
1/1 [==============================] - 0s 426us/step - loss: 0.1451 - mean_squared_error: 0.1451
Epoch 356/2000
1/1 [==============================] - ETA: 0s - loss: 0.1447 - mean_squared_error: 0.1447
1/1 [==============================] - 0s 465us/step - loss: 0.1447 - mean_squared_error: 0.1447
Epoch 357/2000
1/1 [==============================] - ETA: 0s - loss: 0.1444 - mean_squared_error: 0.1444
1/1 [==============================] - 0s 402us/step - loss: 0.1444 - mean_squared_error: 0.1444
Epoch 358/2000
1/1 [==============================] - ETA: 0s - loss: 0.1440 - mean_squared_error: 0.1440
1/1 [==============================] - 0s 534us/step - loss: 0.1440 - mean_squared_error: 0.1440
Epoch 359/2000
1/1 [==============================] - ETA: 0s - loss: 0.1436 - mean_squared_error: 0.1436
1/1 [==============================] - 0s 658us/step - loss: 0.1436 - mean_squared_error: 0.1436
Epoch 360/2000
1/1 [==============================] - ETA: 0s - loss: 0.1433 - mean_squared_error: 0.1433
1/1 [==============================] - 0s 522us/step - loss: 0.1433 - mean_squared_error: 0.1433
Epoch 361/2000
1/1 [==============================] - ETA: 0s - loss: 0.1429 - mean_squared_error: 0.1429
1/1 [==============================] - 0s 454us/step - loss: 0.1429 - mean_squared_error: 0.1429
Epoch 362/2000
1/1 [==============================] - ETA: 0s - loss: 0.1426 - mean_squared_error: 0.1426
1/1 [==============================] - 0s 524us/step - loss: 0.1426 - mean_squared_error: 0.1426
Epoch 363/2000
1/1 [==============================] - ETA: 0s - loss: 0.1422 - mean_squared_error: 0.1422
1/1 [==============================] - 0s 673us/step - loss: 0.1422 - mean_squared_error: 0.1422
Epoch 364/2000
1/1 [==============================] - ETA: 0s - loss: 0.1418 - mean_squared_error: 0.1418
1/1 [==============================] - 0s 494us/step - loss: 0.1418 - mean_squared_error: 0.1418
Epoch 365/2000
1/1 [==============================] - ETA: 0s - loss: 0.1414 - mean_squared_error: 0.1414
1/1 [==============================] - 0s 708us/step - loss: 0.1414 - mean_squared_error: 0.1414
Epoch 366/2000
1/1 [==============================] - ETA: 0s - loss: 0.1411 - mean_squared_error: 0.1411
1/1 [==============================] - 0s 542us/step - loss: 0.1411 - mean_squared_error: 0.1411
Epoch 367/2000
1/1 [==============================] - ETA: 0s - loss: 0.1407 - mean_squared_error: 0.1407
1/1 [==============================] - 0s 870us/step - loss: 0.1407 - mean_squared_error: 0.1407
Epoch 368/2000
1/1 [==============================] - ETA: 0s - loss: 0.1403 - mean_squared_error: 0.1403
1/1 [==============================] - 0s 510us/step - loss: 0.1403 - mean_squared_error: 0.1403
Epoch 369/2000
1/1 [==============================] - ETA: 0s - loss: 0.1399 - mean_squared_error: 0.1399
1/1 [==============================] - 0s 6ms/step - loss: 0.1399 - mean_squared_error: 0.1399
Epoch 370/2000
1/1 [==============================] - ETA: 0s - loss: 0.1396 - mean_squared_error: 0.1396
1/1 [==============================] - 0s 692us/step - loss: 0.1396 - mean_squared_error: 0.1396
Epoch 371/2000
1/1 [==============================] - ETA: 0s - loss: 0.1391 - mean_squared_error: 0.1391
1/1 [==============================] - 0s 525us/step - loss: 0.1391 - mean_squared_error: 0.1391
Epoch 372/2000
1/1 [==============================] - ETA: 0s - loss: 0.1388 - mean_squared_error: 0.1388
1/1 [==============================] - 0s 550us/step - loss: 0.1388 - mean_squared_error: 0.1388
Epoch 373/2000
1/1 [==============================] - ETA: 0s - loss: 0.1384 - mean_squared_error: 0.1384
1/1 [==============================] - 0s 483us/step - loss: 0.1384 - mean_squared_error: 0.1384
Epoch 374/2000
1/1 [==============================] - ETA: 0s - loss: 0.1380 - mean_squared_error: 0.1380
1/1 [==============================] - 0s 430us/step - loss: 0.1380 - mean_squared_error: 0.1380
Epoch 375/2000
1/1 [==============================] - ETA: 0s - loss: 0.1376 - mean_squared_error: 0.1376
1/1 [==============================] - 0s 473us/step - loss: 0.1376 - mean_squared_error: 0.1376
Epoch 376/2000
1/1 [==============================] - ETA: 0s - loss: 0.1372 - mean_squared_error: 0.1372
1/1 [==============================] - 0s 463us/step - loss: 0.1372 - mean_squared_error: 0.1372
Epoch 377/2000
1/1 [==============================] - ETA: 0s - loss: 0.1368 - mean_squared_error: 0.1368
1/1 [==============================] - 0s 544us/step - loss: 0.1368 - mean_squared_error: 0.1368
Epoch 378/2000
1/1 [==============================] - ETA: 0s - loss: 0.1364 - mean_squared_error: 0.1364
1/1 [==============================] - 0s 540us/step - loss: 0.1364 - mean_squared_error: 0.1364
Epoch 379/2000
1/1 [==============================] - ETA: 0s - loss: 0.1359 - mean_squared_error: 0.1359
1/1 [==============================] - 0s 508us/step - loss: 0.1359 - mean_squared_error: 0.1359
Epoch 380/2000
1/1 [==============================] - ETA: 0s - loss: 0.1355 - mean_squared_error: 0.1355
1/1 [==============================] - 0s 473us/step - loss: 0.1355 - mean_squared_error: 0.1355
Epoch 381/2000
1/1 [==============================] - ETA: 0s - loss: 0.1351 - mean_squared_error: 0.1351
1/1 [==============================] - 0s 752us/step - loss: 0.1351 - mean_squared_error: 0.1351
Epoch 382/2000
1/1 [==============================] - ETA: 0s - loss: 0.1347 - mean_squared_error: 0.1347
1/1 [==============================] - 0s 767us/step - loss: 0.1347 - mean_squared_error: 0.1347
Epoch 383/2000
1/1 [==============================] - ETA: 0s - loss: 0.1343 - mean_squared_error: 0.1343
1/1 [==============================] - 0s 691us/step - loss: 0.1343 - mean_squared_error: 0.1343
Epoch 384/2000
1/1 [==============================] - ETA: 0s - loss: 0.1339 - mean_squared_error: 0.1339
1/1 [==============================] - 0s 518us/step - loss: 0.1339 - mean_squared_error: 0.1339
Epoch 385/2000
1/1 [==============================] - ETA: 0s - loss: 0.1334 - mean_squared_error: 0.1334
1/1 [==============================] - 0s 509us/step - loss: 0.1334 - mean_squared_error: 0.1334
Epoch 386/2000
1/1 [==============================] - ETA: 0s - loss: 0.1330 - mean_squared_error: 0.1330
1/1 [==============================] - 0s 762us/step - loss: 0.1330 - mean_squared_error: 0.1330
Epoch 387/2000
1/1 [==============================] - ETA: 0s - loss: 0.1325 - mean_squared_error: 0.1325
1/1 [==============================] - 0s 587us/step - loss: 0.1325 - mean_squared_error: 0.1325
Epoch 388/2000
1/1 [==============================] - ETA: 0s - loss: 0.1320 - mean_squared_error: 0.1320
1/1 [==============================] - 0s 555us/step - loss: 0.1320 - mean_squared_error: 0.1320
Epoch 389/2000
1/1 [==============================] - ETA: 0s - loss: 0.1316 - mean_squared_error: 0.1316
1/1 [==============================] - 0s 656us/step - loss: 0.1316 - mean_squared_error: 0.1316
Epoch 390/2000
1/1 [==============================] - ETA: 0s - loss: 0.1311 - mean_squared_error: 0.1311
1/1 [==============================] - 0s 580us/step - loss: 0.1311 - mean_squared_error: 0.1311
Epoch 391/2000
1/1 [==============================] - ETA: 0s - loss: 0.1306 - mean_squared_error: 0.1306
1/1 [==============================] - 0s 820us/step - loss: 0.1306 - mean_squared_error: 0.1306
Epoch 392/2000
1/1 [==============================] - ETA: 0s - loss: 0.1302 - mean_squared_error: 0.1302
1/1 [==============================] - 0s 647us/step - loss: 0.1302 - mean_squared_error: 0.1302
Epoch 393/2000
1/1 [==============================] - ETA: 0s - loss: 0.1297 - mean_squared_error: 0.1297
1/1 [==============================] - 0s 446us/step - loss: 0.1297 - mean_squared_error: 0.1297
Epoch 394/2000
1/1 [==============================] - ETA: 0s - loss: 0.1292 - mean_squared_error: 0.1292
1/1 [==============================] - 0s 808us/step - loss: 0.1292 - mean_squared_error: 0.1292
Epoch 395/2000
1/1 [==============================] - ETA: 0s - loss: 0.1288 - mean_squared_error: 0.1288
1/1 [==============================] - 0s 652us/step - loss: 0.1288 - mean_squared_error: 0.1288
Epoch 396/2000
1/1 [==============================] - ETA: 0s - loss: 0.1283 - mean_squared_error: 0.1283
1/1 [==============================] - 0s 542us/step - loss: 0.1283 - mean_squared_error: 0.1283
Epoch 397/2000
1/1 [==============================] - ETA: 0s - loss: 0.1278 - mean_squared_error: 0.1278
1/1 [==============================] - 0s 549us/step - loss: 0.1278 - mean_squared_error: 0.1278
Epoch 398/2000
1/1 [==============================] - ETA: 0s - loss: 0.1273 - mean_squared_error: 0.1273
1/1 [==============================] - 0s 478us/step - loss: 0.1273 - mean_squared_error: 0.1273
Epoch 399/2000
1/1 [==============================] - ETA: 0s - loss: 0.1267 - mean_squared_error: 0.1267
1/1 [==============================] - 0s 578us/step - loss: 0.1267 - mean_squared_error: 0.1267
Epoch 400/2000
1/1 [==============================] - ETA: 0s - loss: 0.1262 - mean_squared_error: 0.1262
1/1 [==============================] - 0s 472us/step - loss: 0.1262 - mean_squared_error: 0.1262
Epoch 401/2000
1/1 [==============================] - ETA: 0s - loss: 0.1258 - mean_squared_error: 0.1258
1/1 [==============================] - 0s 575us/step - loss: 0.1258 - mean_squared_error: 0.1258
Epoch 402/2000
1/1 [==============================] - ETA: 0s - loss: 0.1253 - mean_squared_error: 0.1253
1/1 [==============================] - 0s 556us/step - loss: 0.1253 - mean_squared_error: 0.1253
Epoch 403/2000
1/1 [==============================] - ETA: 0s - loss: 0.1247 - mean_squared_error: 0.1247
1/1 [==============================] - 0s 542us/step - loss: 0.1247 - mean_squared_error: 0.1247
Epoch 404/2000
1/1 [==============================] - ETA: 0s - loss: 0.1242 - mean_squared_error: 0.1242
1/1 [==============================] - 0s 644us/step - loss: 0.1242 - mean_squared_error: 0.1242
Epoch 405/2000
1/1 [==============================] - ETA: 0s - loss: 0.1236 - mean_squared_error: 0.1236
1/1 [==============================] - 0s 738us/step - loss: 0.1236 - mean_squared_error: 0.1236
Epoch 406/2000
1/1 [==============================] - ETA: 0s - loss: 0.1231 - mean_squared_error: 0.1231
1/1 [==============================] - 0s 751us/step - loss: 0.1231 - mean_squared_error: 0.1231
Epoch 407/2000
1/1 [==============================] - ETA: 0s - loss: 0.1225 - mean_squared_error: 0.1225
1/1 [==============================] - 0s 567us/step - loss: 0.1225 - mean_squared_error: 0.1225
Epoch 408/2000
1/1 [==============================] - ETA: 0s - loss: 0.1219 - mean_squared_error: 0.1219
1/1 [==============================] - 0s 641us/step - loss: 0.1219 - mean_squared_error: 0.1219
Epoch 409/2000
1/1 [==============================] - ETA: 0s - loss: 0.1213 - mean_squared_error: 0.1213
1/1 [==============================] - 0s 1ms/step - loss: 0.1213 - mean_squared_error: 0.1213
Epoch 410/2000
1/1 [==============================] - ETA: 0s - loss: 0.1207 - mean_squared_error: 0.1207
1/1 [==============================] - 0s 599us/step - loss: 0.1207 - mean_squared_error: 0.1207
Epoch 411/2000
1/1 [==============================] - ETA: 0s - loss: 0.1201 - mean_squared_error: 0.1201
1/1 [==============================] - 0s 718us/step - loss: 0.1201 - mean_squared_error: 0.1201
Epoch 412/2000
1/1 [==============================] - ETA: 0s - loss: 0.1195 - mean_squared_error: 0.1195
1/1 [==============================] - 0s 554us/step - loss: 0.1195 - mean_squared_error: 0.1195
Epoch 413/2000
1/1 [==============================] - ETA: 0s - loss: 0.1188 - mean_squared_error: 0.1188
1/1 [==============================] - 0s 655us/step - loss: 0.1188 - mean_squared_error: 0.1188
Epoch 414/2000
1/1 [==============================] - ETA: 0s - loss: 0.1182 - mean_squared_error: 0.1182
1/1 [==============================] - 0s 472us/step - loss: 0.1182 - mean_squared_error: 0.1182
Epoch 415/2000
1/1 [==============================] - ETA: 0s - loss: 0.1176 - mean_squared_error: 0.1176
1/1 [==============================] - 0s 567us/step - loss: 0.1176 - mean_squared_error: 0.1176
Epoch 416/2000
1/1 [==============================] - ETA: 0s - loss: 0.1169 - mean_squared_error: 0.1169
1/1 [==============================] - 0s 584us/step - loss: 0.1169 - mean_squared_error: 0.1169
Epoch 417/2000
1/1 [==============================] - ETA: 0s - loss: 0.1162 - mean_squared_error: 0.1162
1/1 [==============================] - 0s 619us/step - loss: 0.1162 - mean_squared_error: 0.1162
Epoch 418/2000
1/1 [==============================] - ETA: 0s - loss: 0.1155 - mean_squared_error: 0.1155
1/1 [==============================] - 0s 561us/step - loss: 0.1155 - mean_squared_error: 0.1155
Epoch 419/2000
1/1 [==============================] - ETA: 0s - loss: 0.1148 - mean_squared_error: 0.1148
1/1 [==============================] - 0s 634us/step - loss: 0.1148 - mean_squared_error: 0.1148
Epoch 420/2000
1/1 [==============================] - ETA: 0s - loss: 0.1140 - mean_squared_error: 0.1140
1/1 [==============================] - 0s 593us/step - loss: 0.1140 - mean_squared_error: 0.1140
Epoch 421/2000
1/1 [==============================] - ETA: 0s - loss: 0.1133 - mean_squared_error: 0.1133
1/1 [==============================] - 0s 511us/step - loss: 0.1133 - mean_squared_error: 0.1133
Epoch 422/2000
1/1 [==============================] - ETA: 0s - loss: 0.1126 - mean_squared_error: 0.1126
1/1 [==============================] - 0s 473us/step - loss: 0.1126 - mean_squared_error: 0.1126
Epoch 423/2000
1/1 [==============================] - ETA: 0s - loss: 0.1119 - mean_squared_error: 0.1119
1/1 [==============================] - 0s 491us/step - loss: 0.1119 - mean_squared_error: 0.1119
Epoch 424/2000
1/1 [==============================] - ETA: 0s - loss: 0.1112 - mean_squared_error: 0.1112
1/1 [==============================] - 0s 632us/step - loss: 0.1112 - mean_squared_error: 0.1112
Epoch 425/2000
1/1 [==============================] - ETA: 0s - loss: 0.1106 - mean_squared_error: 0.1106
1/1 [==============================] - 0s 657us/step - loss: 0.1106 - mean_squared_error: 0.1106
Epoch 426/2000
1/1 [==============================] - ETA: 0s - loss: 0.1099 - mean_squared_error: 0.1099
1/1 [==============================] - 0s 583us/step - loss: 0.1099 - mean_squared_error: 0.1099
Epoch 427/2000
1/1 [==============================] - ETA: 0s - loss: 0.1093 - mean_squared_error: 0.1093
1/1 [==============================] - 0s 3ms/step - loss: 0.1093 - mean_squared_error: 0.1093
Epoch 428/2000
1/1 [==============================] - ETA: 0s - loss: 0.1086 - mean_squared_error: 0.1086
1/1 [==============================] - 0s 610us/step - loss: 0.1086 - mean_squared_error: 0.1086
Epoch 429/2000
1/1 [==============================] - ETA: 0s - loss: 0.1079 - mean_squared_error: 0.1079
1/1 [==============================] - 0s 794us/step - loss: 0.1079 - mean_squared_error: 0.1079
Epoch 430/2000
1/1 [==============================] - ETA: 0s - loss: 0.1073 - mean_squared_error: 0.1073
1/1 [==============================] - 0s 539us/step - loss: 0.1073 - mean_squared_error: 0.1073
Epoch 431/2000
1/1 [==============================] - ETA: 0s - loss: 0.1066 - mean_squared_error: 0.1066
1/1 [==============================] - 0s 657us/step - loss: 0.1066 - mean_squared_error: 0.1066
Epoch 432/2000
1/1 [==============================] - ETA: 0s - loss: 0.1059 - mean_squared_error: 0.1059
1/1 [==============================] - 0s 585us/step - loss: 0.1059 - mean_squared_error: 0.1059
Epoch 433/2000
1/1 [==============================] - ETA: 0s - loss: 0.1052 - mean_squared_error: 0.1052
1/1 [==============================] - 0s 664us/step - loss: 0.1052 - mean_squared_error: 0.1052
Epoch 434/2000
1/1 [==============================] - ETA: 0s - loss: 0.1046 - mean_squared_error: 0.1046
1/1 [==============================] - 0s 512us/step - loss: 0.1046 - mean_squared_error: 0.1046
Epoch 435/2000
1/1 [==============================] - ETA: 0s - loss: 0.1039 - mean_squared_error: 0.1039
1/1 [==============================] - 0s 501us/step - loss: 0.1039 - mean_squared_error: 0.1039
Epoch 436/2000
1/1 [==============================] - ETA: 0s - loss: 0.1032 - mean_squared_error: 0.1032
1/1 [==============================] - 0s 466us/step - loss: 0.1032 - mean_squared_error: 0.1032
Epoch 437/2000
1/1 [==============================] - ETA: 0s - loss: 0.1025 - mean_squared_error: 0.1025
1/1 [==============================] - 0s 831us/step - loss: 0.1025 - mean_squared_error: 0.1025
Epoch 438/2000
1/1 [==============================] - ETA: 0s - loss: 0.1018 - mean_squared_error: 0.1018
1/1 [==============================] - 0s 1ms/step - loss: 0.1018 - mean_squared_error: 0.1018
Epoch 439/2000
1/1 [==============================] - ETA: 0s - loss: 0.1011 - mean_squared_error: 0.1011
1/1 [==============================] - 0s 844us/step - loss: 0.1011 - mean_squared_error: 0.1011
Epoch 440/2000
1/1 [==============================] - ETA: 0s - loss: 0.1004 - mean_squared_error: 0.1004
1/1 [==============================] - 0s 754us/step - loss: 0.1004 - mean_squared_error: 0.1004
Epoch 441/2000
1/1 [==============================] - ETA: 0s - loss: 0.0997 - mean_squared_error: 0.0997
1/1 [==============================] - 0s 774us/step - loss: 0.0997 - mean_squared_error: 0.0997
Epoch 442/2000
1/1 [==============================] - ETA: 0s - loss: 0.0990 - mean_squared_error: 0.0990
1/1 [==============================] - 0s 597us/step - loss: 0.0990 - mean_squared_error: 0.0990
Epoch 443/2000
1/1 [==============================] - ETA: 0s - loss: 0.0983 - mean_squared_error: 0.0983
1/1 [==============================] - 0s 576us/step - loss: 0.0983 - mean_squared_error: 0.0983
Epoch 444/2000
1/1 [==============================] - ETA: 0s - loss: 0.0976 - mean_squared_error: 0.0976
1/1 [==============================] - 0s 653us/step - loss: 0.0976 - mean_squared_error: 0.0976
Epoch 445/2000
1/1 [==============================] - ETA: 0s - loss: 0.0970 - mean_squared_error: 0.0970
1/1 [==============================] - 0s 609us/step - loss: 0.0970 - mean_squared_error: 0.0970
Epoch 446/2000
1/1 [==============================] - ETA: 0s - loss: 0.0963 - mean_squared_error: 0.0963
1/1 [==============================] - 0s 435us/step - loss: 0.0963 - mean_squared_error: 0.0963
Epoch 447/2000
1/1 [==============================] - ETA: 0s - loss: 0.0956 - mean_squared_error: 0.0956
1/1 [==============================] - 0s 475us/step - loss: 0.0956 - mean_squared_error: 0.0956
Epoch 448/2000
1/1 [==============================] - ETA: 0s - loss: 0.0949 - mean_squared_error: 0.0949
1/1 [==============================] - 0s 659us/step - loss: 0.0949 - mean_squared_error: 0.0949
Epoch 449/2000
1/1 [==============================] - ETA: 0s - loss: 0.0942 - mean_squared_error: 0.0942
1/1 [==============================] - 0s 510us/step - loss: 0.0942 - mean_squared_error: 0.0942
Epoch 450/2000
1/1 [==============================] - ETA: 0s - loss: 0.0935 - mean_squared_error: 0.0935
1/1 [==============================] - 0s 644us/step - loss: 0.0935 - mean_squared_error: 0.0935
Epoch 451/2000
1/1 [==============================] - ETA: 0s - loss: 0.0928 - mean_squared_error: 0.0928
1/1 [==============================] - 0s 418us/step - loss: 0.0928 - mean_squared_error: 0.0928
Epoch 452/2000
1/1 [==============================] - ETA: 0s - loss: 0.0921 - mean_squared_error: 0.0921
1/1 [==============================] - 0s 524us/step - loss: 0.0921 - mean_squared_error: 0.0921
Epoch 453/2000
1/1 [==============================] - ETA: 0s - loss: 0.0914 - mean_squared_error: 0.0914
1/1 [==============================] - 0s 498us/step - loss: 0.0914 - mean_squared_error: 0.0914
Epoch 454/2000
1/1 [==============================] - ETA: 0s - loss: 0.0907 - mean_squared_error: 0.0907
1/1 [==============================] - 0s 464us/step - loss: 0.0907 - mean_squared_error: 0.0907
Epoch 455/2000
1/1 [==============================] - ETA: 0s - loss: 0.0900 - mean_squared_error: 0.0900
1/1 [==============================] - 0s 483us/step - loss: 0.0900 - mean_squared_error: 0.0900
Epoch 456/2000
1/1 [==============================] - ETA: 0s - loss: 0.0892 - mean_squared_error: 0.0892
1/1 [==============================] - 0s 434us/step - loss: 0.0892 - mean_squared_error: 0.0892
Epoch 457/2000
1/1 [==============================] - ETA: 0s - loss: 0.0885 - mean_squared_error: 0.0885
1/1 [==============================] - 0s 515us/step - loss: 0.0885 - mean_squared_error: 0.0885
Epoch 458/2000
1/1 [==============================] - ETA: 0s - loss: 0.0877 - mean_squared_error: 0.0877
1/1 [==============================] - 0s 553us/step - loss: 0.0877 - mean_squared_error: 0.0877
Epoch 459/2000
1/1 [==============================] - ETA: 0s - loss: 0.0869 - mean_squared_error: 0.0869
1/1 [==============================] - 0s 456us/step - loss: 0.0869 - mean_squared_error: 0.0869
Epoch 460/2000
1/1 [==============================] - ETA: 0s - loss: 0.0862 - mean_squared_error: 0.0862
1/1 [==============================] - 0s 584us/step - loss: 0.0862 - mean_squared_error: 0.0862
Epoch 461/2000
1/1 [==============================] - ETA: 0s - loss: 0.0855 - mean_squared_error: 0.0855
1/1 [==============================] - 0s 762us/step - loss: 0.0855 - mean_squared_error: 0.0855
Epoch 462/2000
1/1 [==============================] - ETA: 0s - loss: 0.0848 - mean_squared_error: 0.0848
1/1 [==============================] - 0s 601us/step - loss: 0.0848 - mean_squared_error: 0.0848
Epoch 463/2000
1/1 [==============================] - ETA: 0s - loss: 0.0841 - mean_squared_error: 0.0841
1/1 [==============================] - 0s 541us/step - loss: 0.0841 - mean_squared_error: 0.0841
Epoch 464/2000
1/1 [==============================] - ETA: 0s - loss: 0.0834 - mean_squared_error: 0.0834
1/1 [==============================] - 0s 478us/step - loss: 0.0834 - mean_squared_error: 0.0834
Epoch 465/2000
1/1 [==============================] - ETA: 0s - loss: 0.0827 - mean_squared_error: 0.0827
1/1 [==============================] - 0s 463us/step - loss: 0.0827 - mean_squared_error: 0.0827
Epoch 466/2000
1/1 [==============================] - ETA: 0s - loss: 0.0820 - mean_squared_error: 0.0820
1/1 [==============================] - 0s 576us/step - loss: 0.0820 - mean_squared_error: 0.0820
Epoch 467/2000
1/1 [==============================] - ETA: 0s - loss: 0.0813 - mean_squared_error: 0.0813
1/1 [==============================] - 0s 460us/step - loss: 0.0813 - mean_squared_error: 0.0813
Epoch 468/2000
1/1 [==============================] - ETA: 0s - loss: 0.0806 - mean_squared_error: 0.0806
1/1 [==============================] - 0s 506us/step - loss: 0.0806 - mean_squared_error: 0.0806
Epoch 469/2000
1/1 [==============================] - ETA: 0s - loss: 0.0800 - mean_squared_error: 0.0800
1/1 [==============================] - 0s 518us/step - loss: 0.0800 - mean_squared_error: 0.0800
Epoch 470/2000
1/1 [==============================] - ETA: 0s - loss: 0.0793 - mean_squared_error: 0.0793
1/1 [==============================] - 0s 543us/step - loss: 0.0793 - mean_squared_error: 0.0793
Epoch 471/2000
1/1 [==============================] - ETA: 0s - loss: 0.0786 - mean_squared_error: 0.0786
1/1 [==============================] - 0s 581us/step - loss: 0.0786 - mean_squared_error: 0.0786
Epoch 472/2000
1/1 [==============================] - ETA: 0s - loss: 0.0780 - mean_squared_error: 0.0780
1/1 [==============================] - 0s 535us/step - loss: 0.0780 - mean_squared_error: 0.0780
Epoch 473/2000
1/1 [==============================] - ETA: 0s - loss: 0.0773 - mean_squared_error: 0.0773
1/1 [==============================] - 0s 570us/step - loss: 0.0773 - mean_squared_error: 0.0773
Epoch 474/2000
1/1 [==============================] - ETA: 0s - loss: 0.0766 - mean_squared_error: 0.0766
1/1 [==============================] - 0s 435us/step - loss: 0.0766 - mean_squared_error: 0.0766
Epoch 475/2000
1/1 [==============================] - ETA: 0s - loss: 0.0759 - mean_squared_error: 0.0759
1/1 [==============================] - 0s 527us/step - loss: 0.0759 - mean_squared_error: 0.0759
Epoch 476/2000
1/1 [==============================] - ETA: 0s - loss: 0.0753 - mean_squared_error: 0.0753
1/1 [==============================] - 0s 510us/step - loss: 0.0753 - mean_squared_error: 0.0753
Epoch 477/2000
1/1 [==============================] - ETA: 0s - loss: 0.0746 - mean_squared_error: 0.0746
1/1 [==============================] - 0s 749us/step - loss: 0.0746 - mean_squared_error: 0.0746
Epoch 478/2000
1/1 [==============================] - ETA: 0s - loss: 0.0739 - mean_squared_error: 0.0739
1/1 [==============================] - 0s 461us/step - loss: 0.0739 - mean_squared_error: 0.0739
Epoch 479/2000
1/1 [==============================] - ETA: 0s - loss: 0.0733 - mean_squared_error: 0.0733
1/1 [==============================] - 0s 577us/step - loss: 0.0733 - mean_squared_error: 0.0733
Epoch 480/2000
1/1 [==============================] - ETA: 0s - loss: 0.0726 - mean_squared_error: 0.0726
1/1 [==============================] - 0s 470us/step - loss: 0.0726 - mean_squared_error: 0.0726
Epoch 481/2000
1/1 [==============================] - ETA: 0s - loss: 0.0719 - mean_squared_error: 0.0719
1/1 [==============================] - 0s 413us/step - loss: 0.0719 - mean_squared_error: 0.0719
Epoch 482/2000
1/1 [==============================] - ETA: 0s - loss: 0.0713 - mean_squared_error: 0.0713
1/1 [==============================] - 0s 443us/step - loss: 0.0713 - mean_squared_error: 0.0713
Epoch 483/2000
1/1 [==============================] - ETA: 0s - loss: 0.0706 - mean_squared_error: 0.0706
1/1 [==============================] - 0s 408us/step - loss: 0.0706 - mean_squared_error: 0.0706
Epoch 484/2000
1/1 [==============================] - ETA: 0s - loss: 0.0699 - mean_squared_error: 0.0699
1/1 [==============================] - 0s 522us/step - loss: 0.0699 - mean_squared_error: 0.0699
Epoch 485/2000
1/1 [==============================] - ETA: 0s - loss: 0.0692 - mean_squared_error: 0.0692
1/1 [==============================] - 0s 4ms/step - loss: 0.0692 - mean_squared_error: 0.0692
Epoch 486/2000
1/1 [==============================] - ETA: 0s - loss: 0.0686 - mean_squared_error: 0.0686
1/1 [==============================] - 0s 684us/step - loss: 0.0686 - mean_squared_error: 0.0686
Epoch 487/2000
1/1 [==============================] - ETA: 0s - loss: 0.0679 - mean_squared_error: 0.0679
1/1 [==============================] - 0s 1ms/step - loss: 0.0679 - mean_squared_error: 0.0679
Epoch 488/2000
1/1 [==============================] - ETA: 0s - loss: 0.0672 - mean_squared_error: 0.0672
1/1 [==============================] - 0s 760us/step - loss: 0.0672 - mean_squared_error: 0.0672
Epoch 489/2000
1/1 [==============================] - ETA: 0s - loss: 0.0665 - mean_squared_error: 0.0665
1/1 [==============================] - 0s 833us/step - loss: 0.0665 - mean_squared_error: 0.0665
Epoch 490/2000
1/1 [==============================] - ETA: 0s - loss: 0.0658 - mean_squared_error: 0.0658
1/1 [==============================] - 0s 757us/step - loss: 0.0658 - mean_squared_error: 0.0658
Epoch 491/2000
1/1 [==============================] - ETA: 0s - loss: 0.0652 - mean_squared_error: 0.0652
1/1 [==============================] - 0s 648us/step - loss: 0.0652 - mean_squared_error: 0.0652
Epoch 492/2000
1/1 [==============================] - ETA: 0s - loss: 0.0645 - mean_squared_error: 0.0645
1/1 [==============================] - 0s 706us/step - loss: 0.0645 - mean_squared_error: 0.0645
Epoch 493/2000
1/1 [==============================] - ETA: 0s - loss: 0.0638 - mean_squared_error: 0.0638
1/1 [==============================] - 0s 979us/step - loss: 0.0638 - mean_squared_error: 0.0638
Epoch 494/2000
1/1 [==============================] - ETA: 0s - loss: 0.0631 - mean_squared_error: 0.0631
1/1 [==============================] - 0s 662us/step - loss: 0.0631 - mean_squared_error: 0.0631
Epoch 495/2000
1/1 [==============================] - ETA: 0s - loss: 0.0624 - mean_squared_error: 0.0624
1/1 [==============================] - 0s 901us/step - loss: 0.0624 - mean_squared_error: 0.0624
Epoch 496/2000
1/1 [==============================] - ETA: 0s - loss: 0.0616 - mean_squared_error: 0.0616
1/1 [==============================] - 0s 893us/step - loss: 0.0616 - mean_squared_error: 0.0616
Epoch 497/2000
1/1 [==============================] - ETA: 0s - loss: 0.0610 - mean_squared_error: 0.0610
1/1 [==============================] - 0s 792us/step - loss: 0.0610 - mean_squared_error: 0.0610
Epoch 498/2000
1/1 [==============================] - ETA: 0s - loss: 0.0603 - mean_squared_error: 0.0603
1/1 [==============================] - 0s 602us/step - loss: 0.0603 - mean_squared_error: 0.0603
Epoch 499/2000
1/1 [==============================] - ETA: 0s - loss: 0.0597 - mean_squared_error: 0.0597
1/1 [==============================] - 0s 632us/step - loss: 0.0597 - mean_squared_error: 0.0597
Epoch 500/2000
1/1 [==============================] - ETA: 0s - loss: 0.0590 - mean_squared_error: 0.0590
1/1 [==============================] - 0s 466us/step - loss: 0.0590 - mean_squared_error: 0.0590
Epoch 501/2000
1/1 [==============================] - ETA: 0s - loss: 0.0584 - mean_squared_error: 0.0584
1/1 [==============================] - 0s 409us/step - loss: 0.0584 - mean_squared_error: 0.0584
Epoch 502/2000
1/1 [==============================] - ETA: 0s - loss: 0.0579 - mean_squared_error: 0.0579
1/1 [==============================] - 0s 5ms/step - loss: 0.0579 - mean_squared_error: 0.0579
Epoch 503/2000
1/1 [==============================] - ETA: 0s - loss: 0.0572 - mean_squared_error: 0.0572
1/1 [==============================] - 0s 666us/step - loss: 0.0572 - mean_squared_error: 0.0572
Epoch 504/2000
1/1 [==============================] - ETA: 0s - loss: 0.0567 - mean_squared_error: 0.0567
1/1 [==============================] - 0s 607us/step - loss: 0.0567 - mean_squared_error: 0.0567
Epoch 505/2000
1/1 [==============================] - ETA: 0s - loss: 0.0561 - mean_squared_error: 0.0561
1/1 [==============================] - 0s 653us/step - loss: 0.0561 - mean_squared_error: 0.0561
Epoch 506/2000
1/1 [==============================] - ETA: 0s - loss: 0.0555 - mean_squared_error: 0.0555
1/1 [==============================] - 0s 594us/step - loss: 0.0555 - mean_squared_error: 0.0555
Epoch 507/2000
1/1 [==============================] - ETA: 0s - loss: 0.0548 - mean_squared_error: 0.0548
1/1 [==============================] - 0s 636us/step - loss: 0.0548 - mean_squared_error: 0.0548
Epoch 508/2000
1/1 [==============================] - ETA: 0s - loss: 0.0542 - mean_squared_error: 0.0542
1/1 [==============================] - 0s 571us/step - loss: 0.0542 - mean_squared_error: 0.0542
Epoch 509/2000
1/1 [==============================] - ETA: 0s - loss: 0.0536 - mean_squared_error: 0.0536
1/1 [==============================] - 0s 638us/step - loss: 0.0536 - mean_squared_error: 0.0536
Epoch 510/2000
1/1 [==============================] - ETA: 0s - loss: 0.0530 - mean_squared_error: 0.0530
1/1 [==============================] - 0s 659us/step - loss: 0.0530 - mean_squared_error: 0.0530
Epoch 511/2000
1/1 [==============================] - ETA: 0s - loss: 0.0525 - mean_squared_error: 0.0525
1/1 [==============================] - 0s 558us/step - loss: 0.0525 - mean_squared_error: 0.0525
Epoch 512/2000
1/1 [==============================] - ETA: 0s - loss: 0.0520 - mean_squared_error: 0.0520
1/1 [==============================] - 0s 600us/step - loss: 0.0520 - mean_squared_error: 0.0520
Epoch 513/2000
1/1 [==============================] - ETA: 0s - loss: 0.0514 - mean_squared_error: 0.0514
1/1 [==============================] - 0s 472us/step - loss: 0.0514 - mean_squared_error: 0.0514
Epoch 514/2000
1/1 [==============================] - ETA: 0s - loss: 0.0508 - mean_squared_error: 0.0508
1/1 [==============================] - 0s 639us/step - loss: 0.0508 - mean_squared_error: 0.0508
Epoch 515/2000
1/1 [==============================] - ETA: 0s - loss: 0.0503 - mean_squared_error: 0.0503
1/1 [==============================] - 0s 618us/step - loss: 0.0503 - mean_squared_error: 0.0503
Epoch 516/2000
1/1 [==============================] - ETA: 0s - loss: 0.0497 - mean_squared_error: 0.0497
1/1 [==============================] - 0s 543us/step - loss: 0.0497 - mean_squared_error: 0.0497
Epoch 517/2000
1/1 [==============================] - ETA: 0s - loss: 0.0492 - mean_squared_error: 0.0492
1/1 [==============================] - 0s 603us/step - loss: 0.0492 - mean_squared_error: 0.0492
Epoch 518/2000
1/1 [==============================] - ETA: 0s - loss: 0.0486 - mean_squared_error: 0.0486
1/1 [==============================] - 0s 714us/step - loss: 0.0486 - mean_squared_error: 0.0486
Epoch 519/2000
1/1 [==============================] - ETA: 0s - loss: 0.0481 - mean_squared_error: 0.0481
1/1 [==============================] - 0s 481us/step - loss: 0.0481 - mean_squared_error: 0.0481
Epoch 520/2000
1/1 [==============================] - ETA: 0s - loss: 0.0475 - mean_squared_error: 0.0475
1/1 [==============================] - 0s 570us/step - loss: 0.0475 - mean_squared_error: 0.0475
Epoch 521/2000
1/1 [==============================] - ETA: 0s - loss: 0.0470 - mean_squared_error: 0.0470
1/1 [==============================] - 0s 553us/step - loss: 0.0470 - mean_squared_error: 0.0470
Epoch 522/2000
1/1 [==============================] - ETA: 0s - loss: 0.0465 - mean_squared_error: 0.0465
1/1 [==============================] - 0s 504us/step - loss: 0.0465 - mean_squared_error: 0.0465
Epoch 523/2000
1/1 [==============================] - ETA: 0s - loss: 0.0460 - mean_squared_error: 0.0460
1/1 [==============================] - 0s 546us/step - loss: 0.0460 - mean_squared_error: 0.0460
Epoch 524/2000
1/1 [==============================] - ETA: 0s - loss: 0.0454 - mean_squared_error: 0.0454
1/1 [==============================] - 0s 603us/step - loss: 0.0454 - mean_squared_error: 0.0454
Epoch 525/2000
1/1 [==============================] - ETA: 0s - loss: 0.0449 - mean_squared_error: 0.0449
1/1 [==============================] - 0s 658us/step - loss: 0.0449 - mean_squared_error: 0.0449
Epoch 526/2000
1/1 [==============================] - ETA: 0s - loss: 0.0444 - mean_squared_error: 0.0444
1/1 [==============================] - 0s 495us/step - loss: 0.0444 - mean_squared_error: 0.0444
Epoch 527/2000
1/1 [==============================] - ETA: 0s - loss: 0.0439 - mean_squared_error: 0.0439
1/1 [==============================] - 0s 552us/step - loss: 0.0439 - mean_squared_error: 0.0439
Epoch 528/2000
1/1 [==============================] - ETA: 0s - loss: 0.0434 - mean_squared_error: 0.0434
1/1 [==============================] - 0s 551us/step - loss: 0.0434 - mean_squared_error: 0.0434
Epoch 529/2000
1/1 [==============================] - ETA: 0s - loss: 0.0429 - mean_squared_error: 0.0429
1/1 [==============================] - 0s 564us/step - loss: 0.0429 - mean_squared_error: 0.0429
Epoch 530/2000
1/1 [==============================] - ETA: 0s - loss: 0.0424 - mean_squared_error: 0.0424
1/1 [==============================] - 0s 931us/step - loss: 0.0424 - mean_squared_error: 0.0424
Epoch 531/2000
1/1 [==============================] - ETA: 0s - loss: 0.0419 - mean_squared_error: 0.0419
1/1 [==============================] - 0s 448us/step - loss: 0.0419 - mean_squared_error: 0.0419
Epoch 532/2000
1/1 [==============================] - ETA: 0s - loss: 0.0415 - mean_squared_error: 0.0415
1/1 [==============================] - 0s 622us/step - loss: 0.0415 - mean_squared_error: 0.0415
Epoch 533/2000
1/1 [==============================] - ETA: 0s - loss: 0.0410 - mean_squared_error: 0.0410
1/1 [==============================] - 0s 432us/step - loss: 0.0410 - mean_squared_error: 0.0410
Epoch 534/2000
1/1 [==============================] - ETA: 0s - loss: 0.0406 - mean_squared_error: 0.0406
1/1 [==============================] - 0s 448us/step - loss: 0.0406 - mean_squared_error: 0.0406
Epoch 535/2000
1/1 [==============================] - ETA: 0s - loss: 0.0401 - mean_squared_error: 0.0401
1/1 [==============================] - 0s 458us/step - loss: 0.0401 - mean_squared_error: 0.0401
Epoch 536/2000
1/1 [==============================] - ETA: 0s - loss: 0.0396 - mean_squared_error: 0.0396
1/1 [==============================] - 0s 485us/step - loss: 0.0396 - mean_squared_error: 0.0396
Epoch 537/2000
1/1 [==============================] - ETA: 0s - loss: 0.0392 - mean_squared_error: 0.0392
1/1 [==============================] - 0s 520us/step - loss: 0.0392 - mean_squared_error: 0.0392
Epoch 538/2000
1/1 [==============================] - ETA: 0s - loss: 0.0387 - mean_squared_error: 0.0387
1/1 [==============================] - 0s 418us/step - loss: 0.0387 - mean_squared_error: 0.0387
Epoch 539/2000
1/1 [==============================] - ETA: 0s - loss: 0.0383 - mean_squared_error: 0.0383
1/1 [==============================] - 0s 450us/step - loss: 0.0383 - mean_squared_error: 0.0383
Epoch 540/2000
1/1 [==============================] - ETA: 0s - loss: 0.0378 - mean_squared_error: 0.0378
1/1 [==============================] - 0s 448us/step - loss: 0.0378 - mean_squared_error: 0.0378
Epoch 541/2000
1/1 [==============================] - ETA: 0s - loss: 0.0373 - mean_squared_error: 0.0373
1/1 [==============================] - 0s 432us/step - loss: 0.0373 - mean_squared_error: 0.0373
Epoch 542/2000
1/1 [==============================] - ETA: 0s - loss: 0.0369 - mean_squared_error: 0.0369
1/1 [==============================] - 0s 484us/step - loss: 0.0369 - mean_squared_error: 0.0369
Epoch 543/2000
1/1 [==============================] - ETA: 0s - loss: 0.0365 - mean_squared_error: 0.0365
1/1 [==============================] - 0s 600us/step - loss: 0.0365 - mean_squared_error: 0.0365
Epoch 544/2000
1/1 [==============================] - ETA: 0s - loss: 0.0360 - mean_squared_error: 0.0360
1/1 [==============================] - 0s 557us/step - loss: 0.0360 - mean_squared_error: 0.0360
Epoch 545/2000
1/1 [==============================] - ETA: 0s - loss: 0.0356 - mean_squared_error: 0.0356
1/1 [==============================] - 0s 676us/step - loss: 0.0356 - mean_squared_error: 0.0356
Epoch 546/2000
1/1 [==============================] - ETA: 0s - loss: 0.0352 - mean_squared_error: 0.0352
1/1 [==============================] - 0s 696us/step - loss: 0.0352 - mean_squared_error: 0.0352
Epoch 547/2000
1/1 [==============================] - ETA: 0s - loss: 0.0348 - mean_squared_error: 0.0348
1/1 [==============================] - 0s 625us/step - loss: 0.0348 - mean_squared_error: 0.0348
Epoch 548/2000
1/1 [==============================] - ETA: 0s - loss: 0.0343 - mean_squared_error: 0.0343
1/1 [==============================] - 0s 438us/step - loss: 0.0343 - mean_squared_error: 0.0343
Epoch 549/2000
1/1 [==============================] - ETA: 0s - loss: 0.0339 - mean_squared_error: 0.0339
1/1 [==============================] - 0s 770us/step - loss: 0.0339 - mean_squared_error: 0.0339
Epoch 550/2000
1/1 [==============================] - ETA: 0s - loss: 0.0335 - mean_squared_error: 0.0335
1/1 [==============================] - 0s 3ms/step - loss: 0.0335 - mean_squared_error: 0.0335
Epoch 551/2000
1/1 [==============================] - ETA: 0s - loss: 0.0331 - mean_squared_error: 0.0331
1/1 [==============================] - 0s 641us/step - loss: 0.0331 - mean_squared_error: 0.0331
Epoch 552/2000
1/1 [==============================] - ETA: 0s - loss: 0.0327 - mean_squared_error: 0.0327
1/1 [==============================] - 0s 702us/step - loss: 0.0327 - mean_squared_error: 0.0327
Epoch 553/2000
1/1 [==============================] - ETA: 0s - loss: 0.0323 - mean_squared_error: 0.0323
1/1 [==============================] - 0s 1ms/step - loss: 0.0323 - mean_squared_error: 0.0323
Epoch 554/2000
1/1 [==============================] - ETA: 0s - loss: 0.0319 - mean_squared_error: 0.0319
1/1 [==============================] - 0s 684us/step - loss: 0.0319 - mean_squared_error: 0.0319
Epoch 555/2000
1/1 [==============================] - ETA: 0s - loss: 0.0315 - mean_squared_error: 0.0315
1/1 [==============================] - 0s 638us/step - loss: 0.0315 - mean_squared_error: 0.0315
Epoch 556/2000
1/1 [==============================] - ETA: 0s - loss: 0.0311 - mean_squared_error: 0.0311
1/1 [==============================] - 0s 640us/step - loss: 0.0311 - mean_squared_error: 0.0311
Epoch 557/2000
1/1 [==============================] - ETA: 0s - loss: 0.0307 - mean_squared_error: 0.0307
1/1 [==============================] - 0s 472us/step - loss: 0.0307 - mean_squared_error: 0.0307
Epoch 558/2000
1/1 [==============================] - ETA: 0s - loss: 0.0303 - mean_squared_error: 0.0303
1/1 [==============================] - 0s 549us/step - loss: 0.0303 - mean_squared_error: 0.0303
Epoch 559/2000
1/1 [==============================] - ETA: 0s - loss: 0.0299 - mean_squared_error: 0.0299
1/1 [==============================] - 0s 733us/step - loss: 0.0299 - mean_squared_error: 0.0299
Epoch 560/2000
1/1 [==============================] - ETA: 0s - loss: 0.0295 - mean_squared_error: 0.0295
1/1 [==============================] - 0s 607us/step - loss: 0.0295 - mean_squared_error: 0.0295
Epoch 561/2000
1/1 [==============================] - ETA: 0s - loss: 0.0291 - mean_squared_error: 0.0291
1/1 [==============================] - 0s 497us/step - loss: 0.0291 - mean_squared_error: 0.0291
Epoch 562/2000
1/1 [==============================] - ETA: 0s - loss: 0.0287 - mean_squared_error: 0.0287
1/1 [==============================] - 0s 429us/step - loss: 0.0287 - mean_squared_error: 0.0287
Epoch 563/2000
1/1 [==============================] - ETA: 0s - loss: 0.0284 - mean_squared_error: 0.0284
1/1 [==============================] - 0s 520us/step - loss: 0.0284 - mean_squared_error: 0.0284
Epoch 564/2000
1/1 [==============================] - ETA: 0s - loss: 0.0280 - mean_squared_error: 0.0280
1/1 [==============================] - 0s 522us/step - loss: 0.0280 - mean_squared_error: 0.0280
Epoch 565/2000
1/1 [==============================] - ETA: 0s - loss: 0.0276 - mean_squared_error: 0.0276
1/1 [==============================] - 0s 594us/step - loss: 0.0276 - mean_squared_error: 0.0276
Epoch 566/2000
1/1 [==============================] - ETA: 0s - loss: 0.0273 - mean_squared_error: 0.0273
1/1 [==============================] - 0s 558us/step - loss: 0.0273 - mean_squared_error: 0.0273
Epoch 567/2000
1/1 [==============================] - ETA: 0s - loss: 0.0270 - mean_squared_error: 0.0270
1/1 [==============================] - 0s 614us/step - loss: 0.0270 - mean_squared_error: 0.0270
Epoch 568/2000
1/1 [==============================] - ETA: 0s - loss: 0.0267 - mean_squared_error: 0.0267
1/1 [==============================] - 0s 1ms/step - loss: 0.0267 - mean_squared_error: 0.0267
Epoch 569/2000
1/1 [==============================] - ETA: 0s - loss: 0.0264 - mean_squared_error: 0.0264
1/1 [==============================] - 0s 595us/step - loss: 0.0264 - mean_squared_error: 0.0264
Epoch 570/2000
1/1 [==============================] - ETA: 0s - loss: 0.0261 - mean_squared_error: 0.0261
1/1 [==============================] - 0s 469us/step - loss: 0.0261 - mean_squared_error: 0.0261
Epoch 571/2000
1/1 [==============================] - ETA: 0s - loss: 0.0258 - mean_squared_error: 0.0258
1/1 [==============================] - 0s 556us/step - loss: 0.0258 - mean_squared_error: 0.0258
Epoch 572/2000
1/1 [==============================] - ETA: 0s - loss: 0.0255 - mean_squared_error: 0.0255
1/1 [==============================] - 0s 2ms/step - loss: 0.0255 - mean_squared_error: 0.0255
Epoch 573/2000
1/1 [==============================] - ETA: 0s - loss: 0.0252 - mean_squared_error: 0.0252
1/1 [==============================] - 0s 573us/step - loss: 0.0252 - mean_squared_error: 0.0252
Epoch 574/2000
1/1 [==============================] - ETA: 0s - loss: 0.0249 - mean_squared_error: 0.0249
1/1 [==============================] - 0s 666us/step - loss: 0.0249 - mean_squared_error: 0.0249
Epoch 575/2000
1/1 [==============================] - ETA: 0s - loss: 0.0247 - mean_squared_error: 0.0247
1/1 [==============================] - 0s 586us/step - loss: 0.0247 - mean_squared_error: 0.0247
Epoch 576/2000
1/1 [==============================] - ETA: 0s - loss: 0.0244 - mean_squared_error: 0.0244
1/1 [==============================] - 0s 625us/step - loss: 0.0244 - mean_squared_error: 0.0244
Epoch 577/2000
1/1 [==============================] - ETA: 0s - loss: 0.0241 - mean_squared_error: 0.0241
1/1 [==============================] - 0s 479us/step - loss: 0.0241 - mean_squared_error: 0.0241
Epoch 578/2000
1/1 [==============================] - ETA: 0s - loss: 0.0239 - mean_squared_error: 0.0239
1/1 [==============================] - 0s 796us/step - loss: 0.0239 - mean_squared_error: 0.0239
Epoch 579/2000
1/1 [==============================] - ETA: 0s - loss: 0.0236 - mean_squared_error: 0.0236
1/1 [==============================] - 0s 513us/step - loss: 0.0236 - mean_squared_error: 0.0236
Epoch 580/2000
1/1 [==============================] - ETA: 0s - loss: 0.0234 - mean_squared_error: 0.0234
1/1 [==============================] - 0s 703us/step - loss: 0.0234 - mean_squared_error: 0.0234
Epoch 581/2000
1/1 [==============================] - ETA: 0s - loss: 0.0231 - mean_squared_error: 0.0231
1/1 [==============================] - 0s 477us/step - loss: 0.0231 - mean_squared_error: 0.0231
Epoch 582/2000
1/1 [==============================] - ETA: 0s - loss: 0.0229 - mean_squared_error: 0.0229
1/1 [==============================] - 0s 1ms/step - loss: 0.0229 - mean_squared_error: 0.0229
Epoch 583/2000
1/1 [==============================] - ETA: 0s - loss: 0.0227 - mean_squared_error: 0.0227
1/1 [==============================] - 0s 645us/step - loss: 0.0227 - mean_squared_error: 0.0227
Epoch 584/2000
1/1 [==============================] - ETA: 0s - loss: 0.0224 - mean_squared_error: 0.0224
1/1 [==============================] - 0s 834us/step - loss: 0.0224 - mean_squared_error: 0.0224
Epoch 585/2000
1/1 [==============================] - ETA: 0s - loss: 0.0222 - mean_squared_error: 0.0222
1/1 [==============================] - 0s 496us/step - loss: 0.0222 - mean_squared_error: 0.0222
Epoch 586/2000
1/1 [==============================] - ETA: 0s - loss: 0.0220 - mean_squared_error: 0.0220
1/1 [==============================] - 0s 612us/step - loss: 0.0220 - mean_squared_error: 0.0220
Epoch 587/2000
1/1 [==============================] - ETA: 0s - loss: 0.0218 - mean_squared_error: 0.0218
1/1 [==============================] - 0s 659us/step - loss: 0.0218 - mean_squared_error: 0.0218
Epoch 588/2000
1/1 [==============================] - ETA: 0s - loss: 0.0216 - mean_squared_error: 0.0216
1/1 [==============================] - 0s 538us/step - loss: 0.0216 - mean_squared_error: 0.0216
Epoch 589/2000
1/1 [==============================] - ETA: 0s - loss: 0.0213 - mean_squared_error: 0.0213
1/1 [==============================] - 0s 7ms/step - loss: 0.0213 - mean_squared_error: 0.0213
Epoch 590/2000
1/1 [==============================] - ETA: 0s - loss: 0.0211 - mean_squared_error: 0.0211
1/1 [==============================] - 0s 411us/step - loss: 0.0211 - mean_squared_error: 0.0211
Epoch 591/2000
1/1 [==============================] - ETA: 0s - loss: 0.0209 - mean_squared_error: 0.0209
1/1 [==============================] - 0s 492us/step - loss: 0.0209 - mean_squared_error: 0.0209
Epoch 592/2000
1/1 [==============================] - ETA: 0s - loss: 0.0207 - mean_squared_error: 0.0207
1/1 [==============================] - 0s 478us/step - loss: 0.0207 - mean_squared_error: 0.0207
Epoch 593/2000
1/1 [==============================] - ETA: 0s - loss: 0.0205 - mean_squared_error: 0.0205
1/1 [==============================] - 0s 708us/step - loss: 0.0205 - mean_squared_error: 0.0205
Epoch 594/2000
1/1 [==============================] - ETA: 0s - loss: 0.0203 - mean_squared_error: 0.0203
1/1 [==============================] - 0s 637us/step - loss: 0.0203 - mean_squared_error: 0.0203
Epoch 595/2000
1/1 [==============================] - ETA: 0s - loss: 0.0201 - mean_squared_error: 0.0201
1/1 [==============================] - 0s 550us/step - loss: 0.0201 - mean_squared_error: 0.0201
Epoch 596/2000
1/1 [==============================] - ETA: 0s - loss: 0.0199 - mean_squared_error: 0.0199
1/1 [==============================] - 0s 601us/step - loss: 0.0199 - mean_squared_error: 0.0199
Epoch 597/2000
1/1 [==============================] - ETA: 0s - loss: 0.0198 - mean_squared_error: 0.0198
1/1 [==============================] - 0s 474us/step - loss: 0.0198 - mean_squared_error: 0.0198
Epoch 598/2000
1/1 [==============================] - ETA: 0s - loss: 0.0196 - mean_squared_error: 0.0196
1/1 [==============================] - 0s 490us/step - loss: 0.0196 - mean_squared_error: 0.0196
Epoch 599/2000
1/1 [==============================] - ETA: 0s - loss: 0.0194 - mean_squared_error: 0.0194
1/1 [==============================] - 0s 449us/step - loss: 0.0194 - mean_squared_error: 0.0194
Epoch 600/2000
1/1 [==============================] - ETA: 0s - loss: 0.0192 - mean_squared_error: 0.0192
1/1 [==============================] - 0s 484us/step - loss: 0.0192 - mean_squared_error: 0.0192
Epoch 601/2000
1/1 [==============================] - ETA: 0s - loss: 0.0190 - mean_squared_error: 0.0190
1/1 [==============================] - 0s 624us/step - loss: 0.0190 - mean_squared_error: 0.0190
Epoch 602/2000
1/1 [==============================] - ETA: 0s - loss: 0.0189 - mean_squared_error: 0.0189
1/1 [==============================] - 0s 542us/step - loss: 0.0189 - mean_squared_error: 0.0189
Epoch 603/2000
1/1 [==============================] - ETA: 0s - loss: 0.0187 - mean_squared_error: 0.0187
1/1 [==============================] - 0s 485us/step - loss: 0.0187 - mean_squared_error: 0.0187
Epoch 604/2000
1/1 [==============================] - ETA: 0s - loss: 0.0185 - mean_squared_error: 0.0185
1/1 [==============================] - 0s 530us/step - loss: 0.0185 - mean_squared_error: 0.0185
Epoch 605/2000
1/1 [==============================] - ETA: 0s - loss: 0.0183 - mean_squared_error: 0.0183
1/1 [==============================] - 0s 546us/step - loss: 0.0183 - mean_squared_error: 0.0183
Epoch 606/2000
1/1 [==============================] - ETA: 0s - loss: 0.0182 - mean_squared_error: 0.0182
1/1 [==============================] - 0s 584us/step - loss: 0.0182 - mean_squared_error: 0.0182
Epoch 607/2000
1/1 [==============================] - ETA: 0s - loss: 0.0180 - mean_squared_error: 0.0180
1/1 [==============================] - 0s 478us/step - loss: 0.0180 - mean_squared_error: 0.0180
Epoch 608/2000
1/1 [==============================] - ETA: 0s - loss: 0.0179 - mean_squared_error: 0.0179
1/1 [==============================] - 0s 602us/step - loss: 0.0179 - mean_squared_error: 0.0179
Epoch 609/2000
1/1 [==============================] - ETA: 0s - loss: 0.0177 - mean_squared_error: 0.0177
1/1 [==============================] - 0s 468us/step - loss: 0.0177 - mean_squared_error: 0.0177
Epoch 610/2000
1/1 [==============================] - ETA: 0s - loss: 0.0175 - mean_squared_error: 0.0175
1/1 [==============================] - 0s 556us/step - loss: 0.0175 - mean_squared_error: 0.0175
Epoch 611/2000
1/1 [==============================] - ETA: 0s - loss: 0.0174 - mean_squared_error: 0.0174
1/1 [==============================] - 0s 493us/step - loss: 0.0174 - mean_squared_error: 0.0174
Epoch 612/2000
1/1 [==============================] - ETA: 0s - loss: 0.0172 - mean_squared_error: 0.0172
1/1 [==============================] - 0s 604us/step - loss: 0.0172 - mean_squared_error: 0.0172
Epoch 613/2000
1/1 [==============================] - ETA: 0s - loss: 0.0171 - mean_squared_error: 0.0171
1/1 [==============================] - 0s 603us/step - loss: 0.0171 - mean_squared_error: 0.0171
Epoch 614/2000
1/1 [==============================] - ETA: 0s - loss: 0.0169 - mean_squared_error: 0.0169
1/1 [==============================] - 0s 558us/step - loss: 0.0169 - mean_squared_error: 0.0169
Epoch 615/2000
1/1 [==============================] - ETA: 0s - loss: 0.0168 - mean_squared_error: 0.0168
1/1 [==============================] - 0s 492us/step - loss: 0.0168 - mean_squared_error: 0.0168
Epoch 616/2000
1/1 [==============================] - ETA: 0s - loss: 0.0166 - mean_squared_error: 0.0166
1/1 [==============================] - 0s 592us/step - loss: 0.0166 - mean_squared_error: 0.0166
Epoch 617/2000
1/1 [==============================] - ETA: 0s - loss: 0.0165 - mean_squared_error: 0.0165
1/1 [==============================] - 0s 465us/step - loss: 0.0165 - mean_squared_error: 0.0165
Epoch 618/2000
1/1 [==============================] - ETA: 0s - loss: 0.0163 - mean_squared_error: 0.0163
1/1 [==============================] - 0s 647us/step - loss: 0.0163 - mean_squared_error: 0.0163
Epoch 619/2000
1/1 [==============================] - ETA: 0s - loss: 0.0162 - mean_squared_error: 0.0162
1/1 [==============================] - 0s 701us/step - loss: 0.0162 - mean_squared_error: 0.0162
Epoch 620/2000
1/1 [==============================] - ETA: 0s - loss: 0.0161 - mean_squared_error: 0.0161
1/1 [==============================] - 0s 747us/step - loss: 0.0161 - mean_squared_error: 0.0161
Epoch 621/2000
1/1 [==============================] - ETA: 0s - loss: 0.0159 - mean_squared_error: 0.0159
1/1 [==============================] - 0s 554us/step - loss: 0.0159 - mean_squared_error: 0.0159
Epoch 622/2000
1/1 [==============================] - ETA: 0s - loss: 0.0158 - mean_squared_error: 0.0158
1/1 [==============================] - 0s 617us/step - loss: 0.0158 - mean_squared_error: 0.0158
Epoch 623/2000
1/1 [==============================] - ETA: 0s - loss: 0.0157 - mean_squared_error: 0.0157
1/1 [==============================] - 0s 689us/step - loss: 0.0157 - mean_squared_error: 0.0157
Epoch 624/2000
1/1 [==============================] - ETA: 0s - loss: 0.0155 - mean_squared_error: 0.0155
1/1 [==============================] - 0s 707us/step - loss: 0.0155 - mean_squared_error: 0.0155
Epoch 625/2000
1/1 [==============================] - ETA: 0s - loss: 0.0154 - mean_squared_error: 0.0154
1/1 [==============================] - 0s 725us/step - loss: 0.0154 - mean_squared_error: 0.0154
Epoch 626/2000
1/1 [==============================] - ETA: 0s - loss: 0.0153 - mean_squared_error: 0.0153
1/1 [==============================] - 0s 545us/step - loss: 0.0153 - mean_squared_error: 0.0153
Epoch 627/2000
1/1 [==============================] - ETA: 0s - loss: 0.0151 - mean_squared_error: 0.0151
1/1 [==============================] - 0s 497us/step - loss: 0.0151 - mean_squared_error: 0.0151
Epoch 628/2000
1/1 [==============================] - ETA: 0s - loss: 0.0150 - mean_squared_error: 0.0150
1/1 [==============================] - 0s 470us/step - loss: 0.0150 - mean_squared_error: 0.0150
Epoch 629/2000
1/1 [==============================] - ETA: 0s - loss: 0.0149 - mean_squared_error: 0.0149
1/1 [==============================] - 0s 767us/step - loss: 0.0149 - mean_squared_error: 0.0149
Epoch 630/2000
1/1 [==============================] - ETA: 0s - loss: 0.0148 - mean_squared_error: 0.0148
1/1 [==============================] - 0s 561us/step - loss: 0.0148 - mean_squared_error: 0.0148
Epoch 631/2000
1/1 [==============================] - ETA: 0s - loss: 0.0147 - mean_squared_error: 0.0147
1/1 [==============================] - 0s 593us/step - loss: 0.0147 - mean_squared_error: 0.0147
Epoch 632/2000
1/1 [==============================] - ETA: 0s - loss: 0.0146 - mean_squared_error: 0.0146
1/1 [==============================] - 0s 561us/step - loss: 0.0146 - mean_squared_error: 0.0146
Epoch 633/2000
1/1 [==============================] - ETA: 0s - loss: 0.0145 - mean_squared_error: 0.0145
1/1 [==============================] - 0s 639us/step - loss: 0.0145 - mean_squared_error: 0.0145
Epoch 634/2000
1/1 [==============================] - ETA: 0s - loss: 0.0144 - mean_squared_error: 0.0144
1/1 [==============================] - 0s 527us/step - loss: 0.0144 - mean_squared_error: 0.0144
Epoch 635/2000
1/1 [==============================] - ETA: 0s - loss: 0.0143 - mean_squared_error: 0.0143
1/1 [==============================] - 0s 709us/step - loss: 0.0143 - mean_squared_error: 0.0143
Epoch 636/2000
1/1 [==============================] - ETA: 0s - loss: 0.0141 - mean_squared_error: 0.0141
1/1 [==============================] - 0s 558us/step - loss: 0.0141 - mean_squared_error: 0.0141
Epoch 637/2000
1/1 [==============================] - ETA: 0s - loss: 0.0140 - mean_squared_error: 0.0140
1/1 [==============================] - 0s 539us/step - loss: 0.0140 - mean_squared_error: 0.0140
Epoch 638/2000
1/1 [==============================] - ETA: 0s - loss: 0.0139 - mean_squared_error: 0.0139
1/1 [==============================] - 0s 573us/step - loss: 0.0139 - mean_squared_error: 0.0139
Epoch 639/2000
1/1 [==============================] - ETA: 0s - loss: 0.0138 - mean_squared_error: 0.0138
1/1 [==============================] - 0s 584us/step - loss: 0.0138 - mean_squared_error: 0.0138
Epoch 640/2000
1/1 [==============================] - ETA: 0s - loss: 0.0137 - mean_squared_error: 0.0137
1/1 [==============================] - 0s 631us/step - loss: 0.0137 - mean_squared_error: 0.0137
Epoch 641/2000
1/1 [==============================] - ETA: 0s - loss: 0.0137 - mean_squared_error: 0.0137
1/1 [==============================] - 0s 440us/step - loss: 0.0137 - mean_squared_error: 0.0137
Epoch 642/2000
1/1 [==============================] - ETA: 0s - loss: 0.0136 - mean_squared_error: 0.0136
1/1 [==============================] - 0s 605us/step - loss: 0.0136 - mean_squared_error: 0.0136
Epoch 643/2000
1/1 [==============================] - ETA: 0s - loss: 0.0135 - mean_squared_error: 0.0135
1/1 [==============================] - 0s 469us/step - loss: 0.0135 - mean_squared_error: 0.0135
Epoch 644/2000
1/1 [==============================] - ETA: 0s - loss: 0.0134 - mean_squared_error: 0.0134
1/1 [==============================] - 0s 592us/step - loss: 0.0134 - mean_squared_error: 0.0134
Epoch 645/2000
1/1 [==============================] - ETA: 0s - loss: 0.0133 - mean_squared_error: 0.0133
1/1 [==============================] - 0s 431us/step - loss: 0.0133 - mean_squared_error: 0.0133
Epoch 646/2000
1/1 [==============================] - ETA: 0s - loss: 0.0132 - mean_squared_error: 0.0132
1/1 [==============================] - 0s 550us/step - loss: 0.0132 - mean_squared_error: 0.0132
Epoch 647/2000
1/1 [==============================] - ETA: 0s - loss: 0.0131 - mean_squared_error: 0.0131
1/1 [==============================] - 0s 531us/step - loss: 0.0131 - mean_squared_error: 0.0131
Epoch 648/2000
1/1 [==============================] - ETA: 0s - loss: 0.0131 - mean_squared_error: 0.0131
1/1 [==============================] - 0s 502us/step - loss: 0.0131 - mean_squared_error: 0.0131
Epoch 649/2000
1/1 [==============================] - ETA: 0s - loss: 0.0130 - mean_squared_error: 0.0130
1/1 [==============================] - 0s 499us/step - loss: 0.0130 - mean_squared_error: 0.0130
Epoch 650/2000
1/1 [==============================] - ETA: 0s - loss: 0.0129 - mean_squared_error: 0.0129
1/1 [==============================] - 0s 4ms/step - loss: 0.0129 - mean_squared_error: 0.0129
Epoch 651/2000
1/1 [==============================] - ETA: 0s - loss: 0.0128 - mean_squared_error: 0.0128
1/1 [==============================] - 0s 533us/step - loss: 0.0128 - mean_squared_error: 0.0128
Epoch 652/2000
1/1 [==============================] - ETA: 0s - loss: 0.0128 - mean_squared_error: 0.0128
1/1 [==============================] - 0s 704us/step - loss: 0.0128 - mean_squared_error: 0.0128
Epoch 653/2000
1/1 [==============================] - ETA: 0s - loss: 0.0127 - mean_squared_error: 0.0127
1/1 [==============================] - 0s 1ms/step - loss: 0.0127 - mean_squared_error: 0.0127
Epoch 654/2000
1/1 [==============================] - ETA: 0s - loss: 0.0126 - mean_squared_error: 0.0126
1/1 [==============================] - 0s 495us/step - loss: 0.0126 - mean_squared_error: 0.0126
Epoch 655/2000
1/1 [==============================] - ETA: 0s - loss: 0.0126 - mean_squared_error: 0.0126
1/1 [==============================] - 0s 587us/step - loss: 0.0126 - mean_squared_error: 0.0126
Epoch 656/2000
1/1 [==============================] - ETA: 0s - loss: 0.0125 - mean_squared_error: 0.0125
1/1 [==============================] - 0s 648us/step - loss: 0.0125 - mean_squared_error: 0.0125
Epoch 657/2000
1/1 [==============================] - ETA: 0s - loss: 0.0124 - mean_squared_error: 0.0124
1/1 [==============================] - 0s 533us/step - loss: 0.0124 - mean_squared_error: 0.0124
Epoch 658/2000
1/1 [==============================] - ETA: 0s - loss: 0.0124 - mean_squared_error: 0.0124
1/1 [==============================] - 0s 613us/step - loss: 0.0124 - mean_squared_error: 0.0124
Epoch 659/2000
1/1 [==============================] - ETA: 0s - loss: 0.0123 - mean_squared_error: 0.0123
1/1 [==============================] - 0s 492us/step - loss: 0.0123 - mean_squared_error: 0.0123
Epoch 660/2000
1/1 [==============================] - ETA: 0s - loss: 0.0122 - mean_squared_error: 0.0122
1/1 [==============================] - 0s 641us/step - loss: 0.0122 - mean_squared_error: 0.0122
Epoch 661/2000
1/1 [==============================] - ETA: 0s - loss: 0.0122 - mean_squared_error: 0.0122
1/1 [==============================] - 0s 650us/step - loss: 0.0122 - mean_squared_error: 0.0122
Epoch 662/2000
1/1 [==============================] - ETA: 0s - loss: 0.0121 - mean_squared_error: 0.0121
1/1 [==============================] - 0s 979us/step - loss: 0.0121 - mean_squared_error: 0.0121
Epoch 663/2000
1/1 [==============================] - ETA: 0s - loss: 0.0120 - mean_squared_error: 0.0120
1/1 [==============================] - 0s 849us/step - loss: 0.0120 - mean_squared_error: 0.0120
Epoch 664/2000
1/1 [==============================] - ETA: 0s - loss: 0.0120 - mean_squared_error: 0.0120
1/1 [==============================] - 0s 521us/step - loss: 0.0120 - mean_squared_error: 0.0120
Epoch 665/2000
1/1 [==============================] - ETA: 0s - loss: 0.0119 - mean_squared_error: 0.0119
1/1 [==============================] - 0s 411us/step - loss: 0.0119 - mean_squared_error: 0.0119
Epoch 666/2000
1/1 [==============================] - ETA: 0s - loss: 0.0119 - mean_squared_error: 0.0119
1/1 [==============================] - 0s 503us/step - loss: 0.0119 - mean_squared_error: 0.0119
Epoch 667/2000
1/1 [==============================] - ETA: 0s - loss: 0.0118 - mean_squared_error: 0.0118
1/1 [==============================] - 0s 659us/step - loss: 0.0118 - mean_squared_error: 0.0118
Epoch 668/2000
1/1 [==============================] - ETA: 0s - loss: 0.0118 - mean_squared_error: 0.0118
1/1 [==============================] - 0s 3ms/step - loss: 0.0118 - mean_squared_error: 0.0118
Epoch 669/2000
1/1 [==============================] - ETA: 0s - loss: 0.0117 - mean_squared_error: 0.0117
1/1 [==============================] - 0s 1ms/step - loss: 0.0117 - mean_squared_error: 0.0117
Epoch 670/2000
1/1 [==============================] - ETA: 0s - loss: 0.0117 - mean_squared_error: 0.0117
1/1 [==============================] - 0s 996us/step - loss: 0.0117 - mean_squared_error: 0.0117
Epoch 671/2000
1/1 [==============================] - ETA: 0s - loss: 0.0116 - mean_squared_error: 0.0116
1/1 [==============================] - 0s 620us/step - loss: 0.0116 - mean_squared_error: 0.0116
Epoch 672/2000
1/1 [==============================] - ETA: 0s - loss: 0.0116 - mean_squared_error: 0.0116
1/1 [==============================] - 0s 965us/step - loss: 0.0116 - mean_squared_error: 0.0116
Epoch 673/2000
1/1 [==============================] - ETA: 0s - loss: 0.0115 - mean_squared_error: 0.0115
1/1 [==============================] - 0s 907us/step - loss: 0.0115 - mean_squared_error: 0.0115
Epoch 674/2000
1/1 [==============================] - ETA: 0s - loss: 0.0115 - mean_squared_error: 0.0115
1/1 [==============================] - 0s 698us/step - loss: 0.0115 - mean_squared_error: 0.0115
Epoch 675/2000
1/1 [==============================] - ETA: 0s - loss: 0.0114 - mean_squared_error: 0.0114
1/1 [==============================] - 0s 754us/step - loss: 0.0114 - mean_squared_error: 0.0114
Epoch 676/2000
1/1 [==============================] - ETA: 0s - loss: 0.0114 - mean_squared_error: 0.0114
1/1 [==============================] - 0s 655us/step - loss: 0.0114 - mean_squared_error: 0.0114
Epoch 677/2000
1/1 [==============================] - ETA: 0s - loss: 0.0113 - mean_squared_error: 0.0113
1/1 [==============================] - 0s 584us/step - loss: 0.0113 - mean_squared_error: 0.0113
Epoch 678/2000
1/1 [==============================] - ETA: 0s - loss: 0.0113 - mean_squared_error: 0.0113
1/1 [==============================] - 0s 583us/step - loss: 0.0113 - mean_squared_error: 0.0113
Epoch 679/2000
1/1 [==============================] - ETA: 0s - loss: 0.0113 - mean_squared_error: 0.0113
1/1 [==============================] - 0s 745us/step - loss: 0.0113 - mean_squared_error: 0.0113
Epoch 680/2000
1/1 [==============================] - ETA: 0s - loss: 0.0112 - mean_squared_error: 0.0112
1/1 [==============================] - 0s 723us/step - loss: 0.0112 - mean_squared_error: 0.0112
Epoch 681/2000
1/1 [==============================] - ETA: 0s - loss: 0.0112 - mean_squared_error: 0.0112
1/1 [==============================] - 0s 4ms/step - loss: 0.0112 - mean_squared_error: 0.0112
Epoch 682/2000
1/1 [==============================] - ETA: 0s - loss: 0.0111 - mean_squared_error: 0.0111
1/1 [==============================] - 0s 755us/step - loss: 0.0111 - mean_squared_error: 0.0111
Epoch 683/2000
1/1 [==============================] - ETA: 0s - loss: 0.0111 - mean_squared_error: 0.0111
1/1 [==============================] - 0s 565us/step - loss: 0.0111 - mean_squared_error: 0.0111
Epoch 684/2000
1/1 [==============================] - ETA: 0s - loss: 0.0111 - mean_squared_error: 0.0111
1/1 [==============================] - 0s 544us/step - loss: 0.0111 - mean_squared_error: 0.0111
Epoch 685/2000
1/1 [==============================] - ETA: 0s - loss: 0.0110 - mean_squared_error: 0.0110
1/1 [==============================] - 0s 478us/step - loss: 0.0110 - mean_squared_error: 0.0110
Epoch 686/2000
1/1 [==============================] - ETA: 0s - loss: 0.0110 - mean_squared_error: 0.0110
1/1 [==============================] - 0s 480us/step - loss: 0.0110 - mean_squared_error: 0.0110
Epoch 687/2000
1/1 [==============================] - ETA: 0s - loss: 0.0109 - mean_squared_error: 0.0109
1/1 [==============================] - 0s 806us/step - loss: 0.0109 - mean_squared_error: 0.0109
Epoch 688/2000
1/1 [==============================] - ETA: 0s - loss: 0.0109 - mean_squared_error: 0.0109
1/1 [==============================] - 0s 586us/step - loss: 0.0109 - mean_squared_error: 0.0109
Epoch 689/2000
1/1 [==============================] - ETA: 0s - loss: 0.0109 - mean_squared_error: 0.0109
1/1 [==============================] - 0s 648us/step - loss: 0.0109 - mean_squared_error: 0.0109
Epoch 690/2000
1/1 [==============================] - ETA: 0s - loss: 0.0108 - mean_squared_error: 0.0108
1/1 [==============================] - 0s 1ms/step - loss: 0.0108 - mean_squared_error: 0.0108
Epoch 691/2000
1/1 [==============================] - ETA: 0s - loss: 0.0108 - mean_squared_error: 0.0108
1/1 [==============================] - 0s 685us/step - loss: 0.0108 - mean_squared_error: 0.0108
Epoch 692/2000
1/1 [==============================] - ETA: 0s - loss: 0.0107 - mean_squared_error: 0.0107
1/1 [==============================] - 0s 693us/step - loss: 0.0107 - mean_squared_error: 0.0107
Epoch 693/2000
1/1 [==============================] - ETA: 0s - loss: 0.0107 - mean_squared_error: 0.0107
1/1 [==============================] - 0s 2ms/step - loss: 0.0107 - mean_squared_error: 0.0107
Epoch 694/2000
1/1 [==============================] - ETA: 0s - loss: 0.0107 - mean_squared_error: 0.0107
1/1 [==============================] - 0s 675us/step - loss: 0.0107 - mean_squared_error: 0.0107
Epoch 695/2000
1/1 [==============================] - ETA: 0s - loss: 0.0106 - mean_squared_error: 0.0106
1/1 [==============================] - 0s 637us/step - loss: 0.0106 - mean_squared_error: 0.0106
Epoch 696/2000
1/1 [==============================] - ETA: 0s - loss: 0.0106 - mean_squared_error: 0.0106
1/1 [==============================] - 0s 761us/step - loss: 0.0106 - mean_squared_error: 0.0106
Epoch 697/2000
1/1 [==============================] - ETA: 0s - loss: 0.0106 - mean_squared_error: 0.0106
1/1 [==============================] - 0s 489us/step - loss: 0.0106 - mean_squared_error: 0.0106
Epoch 698/2000
1/1 [==============================] - ETA: 0s - loss: 0.0105 - mean_squared_error: 0.0105
1/1 [==============================] - 0s 539us/step - loss: 0.0105 - mean_squared_error: 0.0105
Epoch 699/2000
1/1 [==============================] - ETA: 0s - loss: 0.0105 - mean_squared_error: 0.0105
1/1 [==============================] - 0s 490us/step - loss: 0.0105 - mean_squared_error: 0.0105
Epoch 700/2000
1/1 [==============================] - ETA: 0s - loss: 0.0104 - mean_squared_error: 0.0104
1/1 [==============================] - 0s 676us/step - loss: 0.0104 - mean_squared_error: 0.0104
Epoch 701/2000
1/1 [==============================] - ETA: 0s - loss: 0.0104 - mean_squared_error: 0.0104
1/1 [==============================] - 0s 570us/step - loss: 0.0104 - mean_squared_error: 0.0104
Epoch 702/2000
1/1 [==============================] - ETA: 0s - loss: 0.0104 - mean_squared_error: 0.0104
1/1 [==============================] - 0s 483us/step - loss: 0.0104 - mean_squared_error: 0.0104
Epoch 703/2000
1/1 [==============================] - ETA: 0s - loss: 0.0103 - mean_squared_error: 0.0103
1/1 [==============================] - 0s 579us/step - loss: 0.0103 - mean_squared_error: 0.0103
Epoch 704/2000
1/1 [==============================] - ETA: 0s - loss: 0.0103 - mean_squared_error: 0.0103
1/1 [==============================] - 0s 760us/step - loss: 0.0103 - mean_squared_error: 0.0103
Epoch 705/2000
1/1 [==============================] - ETA: 0s - loss: 0.0103 - mean_squared_error: 0.0103
1/1 [==============================] - 0s 672us/step - loss: 0.0103 - mean_squared_error: 0.0103
Epoch 706/2000
1/1 [==============================] - ETA: 0s - loss: 0.0102 - mean_squared_error: 0.0102
1/1 [==============================] - 0s 734us/step - loss: 0.0102 - mean_squared_error: 0.0102
Epoch 707/2000
1/1 [==============================] - ETA: 0s - loss: 0.0102 - mean_squared_error: 0.0102
1/1 [==============================] - 0s 546us/step - loss: 0.0102 - mean_squared_error: 0.0102
Epoch 708/2000
1/1 [==============================] - ETA: 0s - loss: 0.0102 - mean_squared_error: 0.0102
1/1 [==============================] - 0s 684us/step - loss: 0.0102 - mean_squared_error: 0.0102
Epoch 709/2000
1/1 [==============================] - ETA: 0s - loss: 0.0101 - mean_squared_error: 0.0101
1/1 [==============================] - 0s 436us/step - loss: 0.0101 - mean_squared_error: 0.0101
Epoch 710/2000
1/1 [==============================] - ETA: 0s - loss: 0.0101 - mean_squared_error: 0.0101
1/1 [==============================] - 0s 462us/step - loss: 0.0101 - mean_squared_error: 0.0101
Epoch 711/2000
1/1 [==============================] - ETA: 0s - loss: 0.0101 - mean_squared_error: 0.0101
1/1 [==============================] - 0s 600us/step - loss: 0.0101 - mean_squared_error: 0.0101
Epoch 712/2000
1/1 [==============================] - ETA: 0s - loss: 0.0100 - mean_squared_error: 0.0100
1/1 [==============================] - 0s 627us/step - loss: 0.0100 - mean_squared_error: 0.0100
Epoch 713/2000
1/1 [==============================] - ETA: 0s - loss: 0.0100 - mean_squared_error: 0.0100
1/1 [==============================] - 0s 439us/step - loss: 0.0100 - mean_squared_error: 0.0100
Epoch 714/2000
1/1 [==============================] - ETA: 0s - loss: 0.0100 - mean_squared_error: 0.0100
1/1 [==============================] - 0s 466us/step - loss: 0.0100 - mean_squared_error: 0.0100
Epoch 715/2000
1/1 [==============================] - ETA: 0s - loss: 0.0099 - mean_squared_error: 0.0099
1/1 [==============================] - 0s 618us/step - loss: 0.0099 - mean_squared_error: 0.0099
Epoch 716/2000
1/1 [==============================] - ETA: 0s - loss: 0.0099 - mean_squared_error: 0.0099
1/1 [==============================] - 0s 509us/step - loss: 0.0099 - mean_squared_error: 0.0099
Epoch 717/2000
1/1 [==============================] - ETA: 0s - loss: 0.0098 - mean_squared_error: 0.0098
1/1 [==============================] - 0s 1ms/step - loss: 0.0098 - mean_squared_error: 0.0098
Epoch 718/2000
1/1 [==============================] - ETA: 0s - loss: 0.0098 - mean_squared_error: 0.0098
1/1 [==============================] - 0s 574us/step - loss: 0.0098 - mean_squared_error: 0.0098
Epoch 719/2000
1/1 [==============================] - ETA: 0s - loss: 0.0098 - mean_squared_error: 0.0098
1/1 [==============================] - 0s 455us/step - loss: 0.0098 - mean_squared_error: 0.0098
Epoch 720/2000
1/1 [==============================] - ETA: 0s - loss: 0.0097 - mean_squared_error: 0.0097
1/1 [==============================] - 0s 452us/step - loss: 0.0097 - mean_squared_error: 0.0097
Epoch 721/2000
1/1 [==============================] - ETA: 0s - loss: 0.0097 - mean_squared_error: 0.0097
1/1 [==============================] - 0s 553us/step - loss: 0.0097 - mean_squared_error: 0.0097
Epoch 722/2000
1/1 [==============================] - ETA: 0s - loss: 0.0097 - mean_squared_error: 0.0097
1/1 [==============================] - 0s 468us/step - loss: 0.0097 - mean_squared_error: 0.0097
Epoch 723/2000
1/1 [==============================] - ETA: 0s - loss: 0.0096 - mean_squared_error: 0.0096
1/1 [==============================] - 0s 496us/step - loss: 0.0096 - mean_squared_error: 0.0096
Epoch 724/2000
1/1 [==============================] - ETA: 0s - loss: 0.0096 - mean_squared_error: 0.0096
1/1 [==============================] - 0s 405us/step - loss: 0.0096 - mean_squared_error: 0.0096
Epoch 725/2000
1/1 [==============================] - ETA: 0s - loss: 0.0096 - mean_squared_error: 0.0096
1/1 [==============================] - 0s 519us/step - loss: 0.0096 - mean_squared_error: 0.0096
Epoch 726/2000
1/1 [==============================] - ETA: 0s - loss: 0.0095 - mean_squared_error: 0.0095
1/1 [==============================] - 0s 678us/step - loss: 0.0095 - mean_squared_error: 0.0095
Epoch 727/2000
1/1 [==============================] - ETA: 0s - loss: 0.0095 - mean_squared_error: 0.0095
1/1 [==============================] - 0s 651us/step - loss: 0.0095 - mean_squared_error: 0.0095
Epoch 728/2000
1/1 [==============================] - ETA: 0s - loss: 0.0095 - mean_squared_error: 0.0095
1/1 [==============================] - 0s 516us/step - loss: 0.0095 - mean_squared_error: 0.0095
Epoch 729/2000
1/1 [==============================] - ETA: 0s - loss: 0.0094 - mean_squared_error: 0.0094
1/1 [==============================] - 0s 637us/step - loss: 0.0094 - mean_squared_error: 0.0094
Epoch 730/2000
1/1 [==============================] - ETA: 0s - loss: 0.0094 - mean_squared_error: 0.0094
1/1 [==============================] - 0s 619us/step - loss: 0.0094 - mean_squared_error: 0.0094
Epoch 731/2000
1/1 [==============================] - ETA: 0s - loss: 0.0094 - mean_squared_error: 0.0094
1/1 [==============================] - 0s 3ms/step - loss: 0.0094 - mean_squared_error: 0.0094
Epoch 732/2000
1/1 [==============================] - ETA: 0s - loss: 0.0094 - mean_squared_error: 0.0094
1/1 [==============================] - 0s 638us/step - loss: 0.0094 - mean_squared_error: 0.0094
Epoch 733/2000
1/1 [==============================] - ETA: 0s - loss: 0.0093 - mean_squared_error: 0.0093
1/1 [==============================] - 0s 597us/step - loss: 0.0093 - mean_squared_error: 0.0093
Epoch 734/2000
1/1 [==============================] - ETA: 0s - loss: 0.0093 - mean_squared_error: 0.0093
1/1 [==============================] - 0s 523us/step - loss: 0.0093 - mean_squared_error: 0.0093
Epoch 735/2000
1/1 [==============================] - ETA: 0s - loss: 0.0093 - mean_squared_error: 0.0093
1/1 [==============================] - 0s 458us/step - loss: 0.0093 - mean_squared_error: 0.0093
Epoch 736/2000
1/1 [==============================] - ETA: 0s - loss: 0.0093 - mean_squared_error: 0.0093
1/1 [==============================] - 0s 516us/step - loss: 0.0093 - mean_squared_error: 0.0093
Epoch 737/2000
1/1 [==============================] - ETA: 0s - loss: 0.0092 - mean_squared_error: 0.0092
1/1 [==============================] - 0s 544us/step - loss: 0.0092 - mean_squared_error: 0.0092
Epoch 738/2000
1/1 [==============================] - ETA: 0s - loss: 0.0092 - mean_squared_error: 0.0092
1/1 [==============================] - 0s 622us/step - loss: 0.0092 - mean_squared_error: 0.0092
Epoch 739/2000
1/1 [==============================] - ETA: 0s - loss: 0.0092 - mean_squared_error: 0.0092
1/1 [==============================] - 0s 564us/step - loss: 0.0092 - mean_squared_error: 0.0092
Epoch 740/2000
1/1 [==============================] - ETA: 0s - loss: 0.0091 - mean_squared_error: 0.0091
1/1 [==============================] - 0s 474us/step - loss: 0.0091 - mean_squared_error: 0.0091
Epoch 741/2000
1/1 [==============================] - ETA: 0s - loss: 0.0091 - mean_squared_error: 0.0091
1/1 [==============================] - 0s 434us/step - loss: 0.0091 - mean_squared_error: 0.0091
Epoch 742/2000
1/1 [==============================] - ETA: 0s - loss: 0.0091 - mean_squared_error: 0.0091
1/1 [==============================] - 0s 628us/step - loss: 0.0091 - mean_squared_error: 0.0091
Epoch 743/2000
1/1 [==============================] - ETA: 0s - loss: 0.0091 - mean_squared_error: 0.0091
1/1 [==============================] - 0s 565us/step - loss: 0.0091 - mean_squared_error: 0.0091
Epoch 744/2000
1/1 [==============================] - ETA: 0s - loss: 0.0090 - mean_squared_error: 0.0090
1/1 [==============================] - 0s 526us/step - loss: 0.0090 - mean_squared_error: 0.0090
Epoch 745/2000
1/1 [==============================] - ETA: 0s - loss: 0.0090 - mean_squared_error: 0.0090
1/1 [==============================] - 0s 583us/step - loss: 0.0090 - mean_squared_error: 0.0090
Epoch 746/2000
1/1 [==============================] - ETA: 0s - loss: 0.0090 - mean_squared_error: 0.0090
1/1 [==============================] - 0s 642us/step - loss: 0.0090 - mean_squared_error: 0.0090
Epoch 747/2000
1/1 [==============================] - ETA: 0s - loss: 0.0090 - mean_squared_error: 0.0090
1/1 [==============================] - 0s 507us/step - loss: 0.0090 - mean_squared_error: 0.0090
Epoch 748/2000
1/1 [==============================] - ETA: 0s - loss: 0.0089 - mean_squared_error: 0.0089
1/1 [==============================] - 0s 502us/step - loss: 0.0089 - mean_squared_error: 0.0089
Epoch 749/2000
1/1 [==============================] - ETA: 0s - loss: 0.0089 - mean_squared_error: 0.0089
1/1 [==============================] - 0s 479us/step - loss: 0.0089 - mean_squared_error: 0.0089
Epoch 750/2000
1/1 [==============================] - ETA: 0s - loss: 0.0089 - mean_squared_error: 0.0089
1/1 [==============================] - 0s 487us/step - loss: 0.0089 - mean_squared_error: 0.0089
Epoch 751/2000
1/1 [==============================] - ETA: 0s - loss: 0.0089 - mean_squared_error: 0.0089
1/1 [==============================] - 0s 614us/step - loss: 0.0089 - mean_squared_error: 0.0089
Epoch 752/2000
1/1 [==============================] - ETA: 0s - loss: 0.0088 - mean_squared_error: 0.0088
1/1 [==============================] - 0s 498us/step - loss: 0.0088 - mean_squared_error: 0.0088
Epoch 753/2000
1/1 [==============================] - ETA: 0s - loss: 0.0088 - mean_squared_error: 0.0088
1/1 [==============================] - 0s 629us/step - loss: 0.0088 - mean_squared_error: 0.0088
Epoch 754/2000
1/1 [==============================] - ETA: 0s - loss: 0.0088 - mean_squared_error: 0.0088
1/1 [==============================] - 0s 812us/step - loss: 0.0088 - mean_squared_error: 0.0088
Epoch 755/2000
1/1 [==============================] - ETA: 0s - loss: 0.0088 - mean_squared_error: 0.0088
1/1 [==============================] - 0s 509us/step - loss: 0.0088 - mean_squared_error: 0.0088
Epoch 756/2000
1/1 [==============================] - ETA: 0s - loss: 0.0087 - mean_squared_error: 0.0087
1/1 [==============================] - 0s 787us/step - loss: 0.0087 - mean_squared_error: 0.0087
Epoch 757/2000
1/1 [==============================] - ETA: 0s - loss: 0.0087 - mean_squared_error: 0.0087
1/1 [==============================] - 0s 479us/step - loss: 0.0087 - mean_squared_error: 0.0087
Epoch 758/2000
1/1 [==============================] - ETA: 0s - loss: 0.0087 - mean_squared_error: 0.0087
1/1 [==============================] - 0s 1ms/step - loss: 0.0087 - mean_squared_error: 0.0087
Epoch 759/2000
1/1 [==============================] - ETA: 0s - loss: 0.0087 - mean_squared_error: 0.0087
1/1 [==============================] - 0s 648us/step - loss: 0.0087 - mean_squared_error: 0.0087
Epoch 760/2000
1/1 [==============================] - ETA: 0s - loss: 0.0086 - mean_squared_error: 0.0086
1/1 [==============================] - 0s 630us/step - loss: 0.0086 - mean_squared_error: 0.0086
Epoch 761/2000
1/1 [==============================] - ETA: 0s - loss: 0.0086 - mean_squared_error: 0.0086
1/1 [==============================] - 0s 649us/step - loss: 0.0086 - mean_squared_error: 0.0086
Epoch 762/2000
1/1 [==============================] - ETA: 0s - loss: 0.0086 - mean_squared_error: 0.0086
1/1 [==============================] - 0s 756us/step - loss: 0.0086 - mean_squared_error: 0.0086
Epoch 763/2000
1/1 [==============================] - ETA: 0s - loss: 0.0086 - mean_squared_error: 0.0086
1/1 [==============================] - 0s 464us/step - loss: 0.0086 - mean_squared_error: 0.0086
Epoch 764/2000
1/1 [==============================] - ETA: 0s - loss: 0.0085 - mean_squared_error: 0.0085
1/1 [==============================] - 0s 607us/step - loss: 0.0085 - mean_squared_error: 0.0085
Epoch 765/2000
1/1 [==============================] - ETA: 0s - loss: 0.0085 - mean_squared_error: 0.0085
1/1 [==============================] - 0s 746us/step - loss: 0.0085 - mean_squared_error: 0.0085
Epoch 766/2000
1/1 [==============================] - ETA: 0s - loss: 0.0085 - mean_squared_error: 0.0085
1/1 [==============================] - 0s 635us/step - loss: 0.0085 - mean_squared_error: 0.0085
Epoch 767/2000
1/1 [==============================] - ETA: 0s - loss: 0.0085 - mean_squared_error: 0.0085
1/1 [==============================] - 0s 547us/step - loss: 0.0085 - mean_squared_error: 0.0085
Epoch 768/2000
1/1 [==============================] - ETA: 0s - loss: 0.0085 - mean_squared_error: 0.0085
1/1 [==============================] - 0s 457us/step - loss: 0.0085 - mean_squared_error: 0.0085
Epoch 769/2000
1/1 [==============================] - ETA: 0s - loss: 0.0084 - mean_squared_error: 0.0084
1/1 [==============================] - 0s 413us/step - loss: 0.0084 - mean_squared_error: 0.0084
Epoch 770/2000
1/1 [==============================] - ETA: 0s - loss: 0.0084 - mean_squared_error: 0.0084
1/1 [==============================] - 0s 592us/step - loss: 0.0084 - mean_squared_error: 0.0084
Epoch 771/2000
1/1 [==============================] - ETA: 0s - loss: 0.0084 - mean_squared_error: 0.0084
1/1 [==============================] - 0s 609us/step - loss: 0.0084 - mean_squared_error: 0.0084
Epoch 772/2000
1/1 [==============================] - ETA: 0s - loss: 0.0084 - mean_squared_error: 0.0084
1/1 [==============================] - 0s 595us/step - loss: 0.0084 - mean_squared_error: 0.0084
Epoch 773/2000
1/1 [==============================] - ETA: 0s - loss: 0.0083 - mean_squared_error: 0.0083
1/1 [==============================] - 0s 558us/step - loss: 0.0083 - mean_squared_error: 0.0083
Epoch 774/2000
1/1 [==============================] - ETA: 0s - loss: 0.0083 - mean_squared_error: 0.0083
1/1 [==============================] - 0s 419us/step - loss: 0.0083 - mean_squared_error: 0.0083
Epoch 775/2000
1/1 [==============================] - ETA: 0s - loss: 0.0083 - mean_squared_error: 0.0083
1/1 [==============================] - 0s 598us/step - loss: 0.0083 - mean_squared_error: 0.0083
Epoch 776/2000
1/1 [==============================] - ETA: 0s - loss: 0.0083 - mean_squared_error: 0.0083
1/1 [==============================] - 0s 574us/step - loss: 0.0083 - mean_squared_error: 0.0083
Epoch 777/2000
1/1 [==============================] - ETA: 0s - loss: 0.0082 - mean_squared_error: 0.0082
1/1 [==============================] - 0s 716us/step - loss: 0.0082 - mean_squared_error: 0.0082
Epoch 778/2000
1/1 [==============================] - ETA: 0s - loss: 0.0082 - mean_squared_error: 0.0082
1/1 [==============================] - 0s 584us/step - loss: 0.0082 - mean_squared_error: 0.0082
Epoch 779/2000
1/1 [==============================] - ETA: 0s - loss: 0.0082 - mean_squared_error: 0.0082
1/1 [==============================] - 0s 545us/step - loss: 0.0082 - mean_squared_error: 0.0082
Epoch 780/2000
1/1 [==============================] - ETA: 0s - loss: 0.0082 - mean_squared_error: 0.0082
1/1 [==============================] - 0s 715us/step - loss: 0.0082 - mean_squared_error: 0.0082
Epoch 781/2000
1/1 [==============================] - ETA: 0s - loss: 0.0081 - mean_squared_error: 0.0081
1/1 [==============================] - 0s 607us/step - loss: 0.0081 - mean_squared_error: 0.0081
Epoch 782/2000
1/1 [==============================] - ETA: 0s - loss: 0.0081 - mean_squared_error: 0.0081
1/1 [==============================] - 0s 417us/step - loss: 0.0081 - mean_squared_error: 0.0081
Epoch 783/2000
1/1 [==============================] - ETA: 0s - loss: 0.0081 - mean_squared_error: 0.0081
1/1 [==============================] - 0s 676us/step - loss: 0.0081 - mean_squared_error: 0.0081
Epoch 784/2000
1/1 [==============================] - ETA: 0s - loss: 0.0081 - mean_squared_error: 0.0081
1/1 [==============================] - 0s 557us/step - loss: 0.0081 - mean_squared_error: 0.0081
Epoch 785/2000
1/1 [==============================] - ETA: 0s - loss: 0.0080 - mean_squared_error: 0.0080
1/1 [==============================] - 0s 545us/step - loss: 0.0080 - mean_squared_error: 0.0080
Epoch 786/2000
1/1 [==============================] - ETA: 0s - loss: 0.0080 - mean_squared_error: 0.0080
1/1 [==============================] - 0s 420us/step - loss: 0.0080 - mean_squared_error: 0.0080
Epoch 787/2000
1/1 [==============================] - ETA: 0s - loss: 0.0080 - mean_squared_error: 0.0080
1/1 [==============================] - 0s 485us/step - loss: 0.0080 - mean_squared_error: 0.0080
Epoch 788/2000
1/1 [==============================] - ETA: 0s - loss: 0.0080 - mean_squared_error: 0.0080
1/1 [==============================] - 0s 579us/step - loss: 0.0080 - mean_squared_error: 0.0080
Epoch 789/2000
1/1 [==============================] - ETA: 0s - loss: 0.0080 - mean_squared_error: 0.0080
1/1 [==============================] - 0s 675us/step - loss: 0.0080 - mean_squared_error: 0.0080
Epoch 790/2000
1/1 [==============================] - ETA: 0s - loss: 0.0079 - mean_squared_error: 0.0079
1/1 [==============================] - 0s 532us/step - loss: 0.0079 - mean_squared_error: 0.0079
Epoch 791/2000
1/1 [==============================] - ETA: 0s - loss: 0.0079 - mean_squared_error: 0.0079
1/1 [==============================] - 0s 702us/step - loss: 0.0079 - mean_squared_error: 0.0079
Epoch 792/2000
1/1 [==============================] - ETA: 0s - loss: 0.0079 - mean_squared_error: 0.0079
1/1 [==============================] - 0s 573us/step - loss: 0.0079 - mean_squared_error: 0.0079
Epoch 793/2000
1/1 [==============================] - ETA: 0s - loss: 0.0079 - mean_squared_error: 0.0079
1/1 [==============================] - 0s 521us/step - loss: 0.0079 - mean_squared_error: 0.0079
Epoch 794/2000
1/1 [==============================] - ETA: 0s - loss: 0.0079 - mean_squared_error: 0.0079
1/1 [==============================] - 0s 601us/step - loss: 0.0079 - mean_squared_error: 0.0079
Epoch 795/2000
1/1 [==============================] - ETA: 0s - loss: 0.0078 - mean_squared_error: 0.0078
1/1 [==============================] - 0s 745us/step - loss: 0.0078 - mean_squared_error: 0.0078
Epoch 796/2000
1/1 [==============================] - ETA: 0s - loss: 0.0078 - mean_squared_error: 0.0078
1/1 [==============================] - 0s 460us/step - loss: 0.0078 - mean_squared_error: 0.0078
Epoch 797/2000
1/1 [==============================] - ETA: 0s - loss: 0.0078 - mean_squared_error: 0.0078
1/1 [==============================] - 0s 548us/step - loss: 0.0078 - mean_squared_error: 0.0078
Epoch 798/2000
1/1 [==============================] - ETA: 0s - loss: 0.0078 - mean_squared_error: 0.0078
1/1 [==============================] - 0s 401us/step - loss: 0.0078 - mean_squared_error: 0.0078
Epoch 799/2000
1/1 [==============================] - ETA: 0s - loss: 0.0078 - mean_squared_error: 0.0078
1/1 [==============================] - 0s 464us/step - loss: 0.0078 - mean_squared_error: 0.0078
Epoch 800/2000
1/1 [==============================] - ETA: 0s - loss: 0.0078 - mean_squared_error: 0.0078
1/1 [==============================] - 0s 491us/step - loss: 0.0078 - mean_squared_error: 0.0078
Epoch 801/2000
1/1 [==============================] - ETA: 0s - loss: 0.0077 - mean_squared_error: 0.0077
1/1 [==============================] - 0s 451us/step - loss: 0.0077 - mean_squared_error: 0.0077
Epoch 802/2000
1/1 [==============================] - ETA: 0s - loss: 0.0077 - mean_squared_error: 0.0077
1/1 [==============================] - 0s 546us/step - loss: 0.0077 - mean_squared_error: 0.0077
Epoch 803/2000
1/1 [==============================] - ETA: 0s - loss: 0.0077 - mean_squared_error: 0.0077
1/1 [==============================] - 0s 658us/step - loss: 0.0077 - mean_squared_error: 0.0077
Epoch 804/2000
1/1 [==============================] - ETA: 0s - loss: 0.0077 - mean_squared_error: 0.0077
1/1 [==============================] - 0s 666us/step - loss: 0.0077 - mean_squared_error: 0.0077
Epoch 805/2000
1/1 [==============================] - ETA: 0s - loss: 0.0077 - mean_squared_error: 0.0077
1/1 [==============================] - 0s 515us/step - loss: 0.0077 - mean_squared_error: 0.0077
Epoch 806/2000
1/1 [==============================] - ETA: 0s - loss: 0.0076 - mean_squared_error: 0.0076
1/1 [==============================] - 0s 734us/step - loss: 0.0076 - mean_squared_error: 0.0076
Epoch 807/2000
1/1 [==============================] - ETA: 0s - loss: 0.0076 - mean_squared_error: 0.0076
1/1 [==============================] - 0s 464us/step - loss: 0.0076 - mean_squared_error: 0.0076
Epoch 808/2000
1/1 [==============================] - ETA: 0s - loss: 0.0076 - mean_squared_error: 0.0076
1/1 [==============================] - 0s 417us/step - loss: 0.0076 - mean_squared_error: 0.0076
Epoch 809/2000
1/1 [==============================] - ETA: 0s - loss: 0.0076 - mean_squared_error: 0.0076
1/1 [==============================] - 0s 967us/step - loss: 0.0076 - mean_squared_error: 0.0076
Epoch 810/2000
1/1 [==============================] - ETA: 0s - loss: 0.0076 - mean_squared_error: 0.0076
1/1 [==============================] - 0s 533us/step - loss: 0.0076 - mean_squared_error: 0.0076
Epoch 811/2000
1/1 [==============================] - ETA: 0s - loss: 0.0076 - mean_squared_error: 0.0076
1/1 [==============================] - 0s 477us/step - loss: 0.0076 - mean_squared_error: 0.0076
Epoch 812/2000
1/1 [==============================] - ETA: 0s - loss: 0.0075 - mean_squared_error: 0.0075
1/1 [==============================] - 0s 441us/step - loss: 0.0075 - mean_squared_error: 0.0075
Epoch 813/2000
1/1 [==============================] - ETA: 0s - loss: 0.0075 - mean_squared_error: 0.0075
1/1 [==============================] - 0s 448us/step - loss: 0.0075 - mean_squared_error: 0.0075
Epoch 814/2000
1/1 [==============================] - ETA: 0s - loss: 0.0075 - mean_squared_error: 0.0075
1/1 [==============================] - 0s 604us/step - loss: 0.0075 - mean_squared_error: 0.0075
Epoch 815/2000
1/1 [==============================] - ETA: 0s - loss: 0.0075 - mean_squared_error: 0.0075
1/1 [==============================] - 0s 913us/step - loss: 0.0075 - mean_squared_error: 0.0075
Epoch 816/2000
1/1 [==============================] - ETA: 0s - loss: 0.0075 - mean_squared_error: 0.0075
1/1 [==============================] - 0s 1ms/step - loss: 0.0075 - mean_squared_error: 0.0075
Epoch 817/2000
1/1 [==============================] - ETA: 0s - loss: 0.0075 - mean_squared_error: 0.0075
1/1 [==============================] - 0s 669us/step - loss: 0.0075 - mean_squared_error: 0.0075
Epoch 818/2000
1/1 [==============================] - ETA: 0s - loss: 0.0075 - mean_squared_error: 0.0075
1/1 [==============================] - 0s 523us/step - loss: 0.0075 - mean_squared_error: 0.0075
Epoch 819/2000
1/1 [==============================] - ETA: 0s - loss: 0.0074 - mean_squared_error: 0.0074
1/1 [==============================] - 0s 625us/step - loss: 0.0074 - mean_squared_error: 0.0074
Epoch 820/2000
1/1 [==============================] - ETA: 0s - loss: 0.0074 - mean_squared_error: 0.0074
1/1 [==============================] - 0s 536us/step - loss: 0.0074 - mean_squared_error: 0.0074
Epoch 821/2000
1/1 [==============================] - ETA: 0s - loss: 0.0074 - mean_squared_error: 0.0074
1/1 [==============================] - 0s 449us/step - loss: 0.0074 - mean_squared_error: 0.0074
Epoch 822/2000
1/1 [==============================] - ETA: 0s - loss: 0.0074 - mean_squared_error: 0.0074
1/1 [==============================] - 0s 508us/step - loss: 0.0074 - mean_squared_error: 0.0074
Epoch 823/2000
1/1 [==============================] - ETA: 0s - loss: 0.0074 - mean_squared_error: 0.0074
1/1 [==============================] - 0s 622us/step - loss: 0.0074 - mean_squared_error: 0.0074
Epoch 824/2000
1/1 [==============================] - ETA: 0s - loss: 0.0074 - mean_squared_error: 0.0074
1/1 [==============================] - 0s 492us/step - loss: 0.0074 - mean_squared_error: 0.0074
Epoch 825/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 503us/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 826/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 514us/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 827/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 516us/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 828/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 4ms/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 829/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 615us/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 830/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 607us/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 831/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 601us/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 832/2000
1/1 [==============================] - ETA: 0s - loss: 0.0073 - mean_squared_error: 0.0073
1/1 [==============================] - 0s 711us/step - loss: 0.0073 - mean_squared_error: 0.0073
Epoch 833/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 569us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 834/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 679us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 835/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 532us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 836/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 554us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 837/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 489us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 838/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 441us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 839/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 793us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 840/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 680us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 841/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 547us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 842/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 1ms/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 843/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 2ms/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 844/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 729us/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 845/2000
1/1 [==============================] - ETA: 0s - loss: 0.0072 - mean_squared_error: 0.0072
1/1 [==============================] - 0s 1ms/step - loss: 0.0072 - mean_squared_error: 0.0072
Epoch 846/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 623us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 847/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 546us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 848/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 551us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 849/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 635us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 850/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 694us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 851/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 922us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 852/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 602us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 853/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 653us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 854/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 604us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 855/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 643us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 856/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 614us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 857/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 1ms/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 858/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 517us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 859/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 1ms/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 860/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 1ms/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 861/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 2ms/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 862/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 956us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 863/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 672us/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 864/2000
1/1 [==============================] - ETA: 0s - loss: 0.0071 - mean_squared_error: 0.0071
1/1 [==============================] - 0s 2ms/step - loss: 0.0071 - mean_squared_error: 0.0071
Epoch 865/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 472us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 866/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 654us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 867/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 555us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 868/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 592us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 869/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 590us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 870/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 449us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 871/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 2ms/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 872/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 744us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 873/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 659us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 874/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 512us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 875/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 645us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 876/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 484us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 877/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 441us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 878/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 557us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 879/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 535us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 880/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 735us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 881/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 516us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 882/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 544us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 883/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 504us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 884/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 503us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 885/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 564us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 886/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 525us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 887/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 534us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 888/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 745us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 889/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 541us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 890/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 1ms/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 891/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 494us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 892/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 706us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 893/2000
1/1 [==============================] - ETA: 0s - loss: 0.0070 - mean_squared_error: 0.0070
1/1 [==============================] - 0s 600us/step - loss: 0.0070 - mean_squared_error: 0.0070
Epoch 894/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 492us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 895/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 752us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 896/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 576us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 897/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 757us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 898/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 744us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 899/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 1ms/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 900/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 631us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 901/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 668us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 902/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 659us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 903/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 645us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 904/2000
1/1 [==============================] - ETA: 0s - loss: 0.0069 - mean_squared_error: 0.0069
1/1 [==============================] - 0s 572us/step - loss: 0.0069 - mean_squared_error: 0.0069
Epoch 905/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 555us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 906/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 671us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 907/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 522us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 908/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 648us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 909/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 684us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 910/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 525us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 911/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 473us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 912/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 582us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 913/2000
1/1 [==============================] - ETA: 0s - loss: 0.0068 - mean_squared_error: 0.0068
1/1 [==============================] - 0s 549us/step - loss: 0.0068 - mean_squared_error: 0.0068
Epoch 914/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 759us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 915/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 529us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 916/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 695us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 917/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 738us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 918/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 3ms/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 919/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 484us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 920/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 474us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 921/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 464us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 922/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 499us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 923/2000
1/1 [==============================] - ETA: 0s - loss: 0.0067 - mean_squared_error: 0.0067
1/1 [==============================] - 0s 469us/step - loss: 0.0067 - mean_squared_error: 0.0067
Epoch 924/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 651us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 925/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 627us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 926/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 452us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 927/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 504us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 928/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 535us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 929/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 533us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 930/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 492us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 931/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 657us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 932/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 469us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 933/2000
1/1 [==============================] - ETA: 0s - loss: 0.0066 - mean_squared_error: 0.0066
1/1 [==============================] - 0s 587us/step - loss: 0.0066 - mean_squared_error: 0.0066
Epoch 934/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 440us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 935/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 506us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 936/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 451us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 937/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 537us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 938/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 765us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 939/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 511us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 940/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 689us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 941/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 595us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 942/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 413us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 943/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 635us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 944/2000
1/1 [==============================] - ETA: 0s - loss: 0.0065 - mean_squared_error: 0.0065
1/1 [==============================] - 0s 612us/step - loss: 0.0065 - mean_squared_error: 0.0065
Epoch 945/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 623us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 946/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 465us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 947/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 422us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 948/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 675us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 949/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 530us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 950/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 640us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 951/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 444us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 952/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 530us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 953/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 560us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 954/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 457us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 955/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 533us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 956/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 457us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 957/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 489us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 958/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 513us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 959/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 421us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 960/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 491us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 961/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 545us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 962/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 402us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 963/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 497us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 964/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 530us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 965/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 487us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 966/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 458us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 967/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 660us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 968/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 451us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 969/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 483us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 970/2000
1/1 [==============================] - ETA: 0s - loss: 0.0064 - mean_squared_error: 0.0064
1/1 [==============================] - 0s 420us/step - loss: 0.0064 - mean_squared_error: 0.0064
Epoch 971/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 460us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 972/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 445us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 973/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 485us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 974/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 430us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 975/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 504us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 976/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 464us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 977/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 602us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 978/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 601us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 979/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 483us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 980/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 402us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 981/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 464us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 982/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 471us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 983/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 454us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 984/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 484us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 985/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 2ms/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 986/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 580us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 987/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 431us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 988/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 583us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 989/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 526us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 990/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 833us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 991/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 598us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 992/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 540us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 993/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 491us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 994/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 490us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 995/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 463us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 996/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 437us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 997/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 544us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 998/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 633us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 999/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 594us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1000/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 504us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1001/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 433us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1002/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 396us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1003/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 558us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1004/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 433us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1005/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 449us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1006/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 471us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1007/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 596us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1008/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 605us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1009/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 545us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1010/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 529us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1011/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 401us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1012/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 522us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1013/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 410us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1014/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 514us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1015/2000
1/1 [==============================] - ETA: 0s - loss: 0.0063 - mean_squared_error: 0.0063
1/1 [==============================] - 0s 484us/step - loss: 0.0063 - mean_squared_error: 0.0063
Epoch 1016/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 576us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1017/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 459us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1018/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 560us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1019/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 706us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1020/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 483us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1021/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 622us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1022/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 436us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1023/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 504us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1024/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 534us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1025/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 594us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1026/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 530us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1027/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 494us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1028/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 458us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1029/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 483us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1030/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 451us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1031/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 520us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1032/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 528us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1033/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 497us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1034/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 484us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1035/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 681us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1036/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 410us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1037/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 446us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1038/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 555us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1039/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 634us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1040/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 453us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1041/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 493us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1042/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 701us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1043/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 634us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1044/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 613us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1045/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 564us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1046/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 617us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1047/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 7ms/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1048/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 548us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1049/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 537us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1050/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 623us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1051/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 605us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1052/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 541us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1053/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 566us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1054/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 558us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1055/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 542us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1056/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 530us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1057/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 623us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1058/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 507us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1059/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 490us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1060/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 548us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1061/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 978us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1062/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 530us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1063/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 579us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1064/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 559us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1065/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 691us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1066/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 450us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1067/2000
1/1 [==============================] - ETA: 0s - loss: 0.0062 - mean_squared_error: 0.0062
1/1 [==============================] - 0s 541us/step - loss: 0.0062 - mean_squared_error: 0.0062
Epoch 1068/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 499us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1069/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 662us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1070/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 522us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1071/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 492us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1072/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 384us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1073/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 500us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1074/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 518us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1075/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 479us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1076/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 402us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1077/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 472us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1078/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 416us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1079/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 624us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1080/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 534us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1081/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 473us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1082/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 418us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1083/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 557us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1084/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 465us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1085/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 662us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1086/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 389us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1087/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 510us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1088/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 488us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1089/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 700us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1090/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 522us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1091/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 556us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1092/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 448us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1093/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 437us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1094/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 795us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1095/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 493us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1096/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 531us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1097/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 510us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1098/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 449us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1099/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 468us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1100/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 560us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1101/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 534us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1102/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 532us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1103/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 635us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1104/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 388us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1105/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 684us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1106/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 436us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1107/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 509us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1108/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 508us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1109/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 384us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1110/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 485us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1111/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 616us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1112/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 543us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1113/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 443us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1114/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 634us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1115/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 540us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1116/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 499us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1117/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 584us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1118/2000
1/1 [==============================] - ETA: 0s - loss: 0.0061 - mean_squared_error: 0.0061
1/1 [==============================] - 0s 520us/step - loss: 0.0061 - mean_squared_error: 0.0061
Epoch 1119/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 538us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1120/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 471us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1121/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 526us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1122/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 720us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1123/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 454us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1124/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 489us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1125/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 467us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1126/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 458us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1127/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 2ms/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1128/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 589us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1129/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 540us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1130/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 711us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1131/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 630us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1132/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 456us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1133/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 467us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1134/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 455us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1135/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 452us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1136/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 471us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1137/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 486us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1138/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 671us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1139/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 521us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1140/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 489us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1141/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 401us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1142/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 606us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1143/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 502us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1144/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 620us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1145/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 460us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1146/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 503us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1147/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 538us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1148/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 411us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1149/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 417us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1150/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 488us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1151/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 538us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1152/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 670us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1153/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 409us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1154/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 1ms/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1155/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 546us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1156/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 496us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1157/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 433us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1158/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 554us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1159/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 452us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1160/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 551us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1161/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 633us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1162/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 522us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1163/2000
1/1 [==============================] - ETA: 0s - loss: 0.0060 - mean_squared_error: 0.0060
1/1 [==============================] - 0s 509us/step - loss: 0.0060 - mean_squared_error: 0.0060
Epoch 1164/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 518us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1165/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 524us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1166/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 623us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1167/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 504us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1168/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 470us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1169/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 498us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1170/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 507us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1171/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 556us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1172/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 387us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1173/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 464us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1174/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 441us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1175/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 464us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1176/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 484us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1177/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 466us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1178/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 629us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1179/2000
1/1 [==============================] - ETA: 0s - loss: 0.0059 - mean_squared_error: 0.0059
1/1 [==============================] - 0s 576us/step - loss: 0.0059 - mean_squared_error: 0.0059
Epoch 1180/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 537us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1181/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 461us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1182/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 613us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1183/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 497us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1184/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 602us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1185/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 468us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1186/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 487us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1187/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 587us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1188/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 592us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1189/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 591us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1190/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 402us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1191/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 461us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1192/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 623us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1193/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 430us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1194/2000
1/1 [==============================] - ETA: 0s - loss: 0.0058 - mean_squared_error: 0.0058
1/1 [==============================] - 0s 504us/step - loss: 0.0058 - mean_squared_error: 0.0058
Epoch 1195/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 625us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1196/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 436us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1197/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 507us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1198/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 521us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1199/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 398us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1200/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 440us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1201/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 474us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1202/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 665us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1203/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 484us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1204/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 520us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1205/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 581us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1206/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 570us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1207/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 606us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1208/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 488us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1209/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 483us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1210/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 596us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1211/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 604us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1212/2000
1/1 [==============================] - ETA: 0s - loss: 0.0057 - mean_squared_error: 0.0057
1/1 [==============================] - 0s 461us/step - loss: 0.0057 - mean_squared_error: 0.0057
Epoch 1213/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 390us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1214/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 679us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1215/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 536us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1216/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 427us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1217/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 436us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1218/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 402us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1219/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 419us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1220/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 431us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1221/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 501us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1222/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 642us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1223/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 690us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1224/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 711us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1225/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 524us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1226/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 406us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1227/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 770us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1228/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 396us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1229/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 468us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1230/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 424us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1231/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 562us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1232/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 526us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1233/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 570us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1234/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 446us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1235/2000
1/1 [==============================] - ETA: 0s - loss: 0.0056 - mean_squared_error: 0.0056
1/1 [==============================] - 0s 516us/step - loss: 0.0056 - mean_squared_error: 0.0056
Epoch 1236/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 408us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1237/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 449us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1238/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 495us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1239/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 471us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1240/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 505us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1241/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 565us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1242/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 419us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1243/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 524us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1244/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 502us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1245/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 485us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1246/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 449us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1247/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 1ms/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1248/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 511us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1249/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 608us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1250/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 485us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1251/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 369us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1252/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 442us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1253/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 453us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1254/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 527us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1255/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 384us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1256/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 517us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1257/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 445us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1258/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 556us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1259/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 651us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1260/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 556us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1261/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 611us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1262/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 482us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1263/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 454us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1264/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 532us/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1265/2000
1/1 [==============================] - ETA: 0s - loss: 0.0055 - mean_squared_error: 0.0055
1/1 [==============================] - 0s 1ms/step - loss: 0.0055 - mean_squared_error: 0.0055
Epoch 1266/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 484us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1267/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 462us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1268/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 572us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1269/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 564us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1270/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 406us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1271/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 475us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1272/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 410us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1273/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 412us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1274/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 593us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1275/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 523us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1276/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 475us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1277/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 479us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1278/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 521us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1279/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 525us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1280/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 427us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1281/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 405us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1282/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 478us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1283/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 480us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1284/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 485us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1285/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 536us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1286/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 559us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1287/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 458us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1288/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 603us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1289/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 441us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1290/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 467us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1291/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 481us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1292/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 455us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1293/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 411us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1294/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 478us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1295/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 531us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1296/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 447us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1297/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 609us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1298/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 441us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1299/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 407us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1300/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 475us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1301/2000
1/1 [==============================] - ETA: 0s - loss: 0.0054 - mean_squared_error: 0.0054
1/1 [==============================] - 0s 526us/step - loss: 0.0054 - mean_squared_error: 0.0054
Epoch 1302/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 478us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1303/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 464us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1304/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 603us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1305/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 553us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1306/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 512us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1307/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 519us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1308/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 570us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1309/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 485us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1310/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 458us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1311/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 454us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1312/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 607us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1313/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 602us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1314/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 529us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1315/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 574us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1316/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 444us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1317/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 439us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1318/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 418us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1319/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 488us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1320/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 626us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1321/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 517us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1322/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 563us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1323/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 388us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1324/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 402us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1325/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 569us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1326/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 510us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1327/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 511us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1328/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 644us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1329/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 455us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1330/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 597us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1331/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 481us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1332/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 538us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1333/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 464us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1334/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 516us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1335/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 664us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1336/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 402us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1337/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 654us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1338/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 600us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1339/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 422us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1340/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 517us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1341/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 504us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1342/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 433us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1343/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 398us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1344/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 561us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1345/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 439us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1346/2000
1/1 [==============================] - ETA: 0s - loss: 0.0053 - mean_squared_error: 0.0053
1/1 [==============================] - 0s 529us/step - loss: 0.0053 - mean_squared_error: 0.0053
Epoch 1347/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 522us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1348/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 419us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1349/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 480us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1350/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 528us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1351/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 434us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1352/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 625us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1353/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 609us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1354/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 400us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1355/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 408us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1356/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 406us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1357/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 436us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1358/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 649us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1359/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 494us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1360/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 457us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1361/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 638us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1362/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 492us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1363/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 514us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1364/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 651us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1365/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 462us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1366/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 434us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1367/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 465us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1368/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 469us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1369/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 464us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1370/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 416us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1371/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 441us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1372/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 974us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1373/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 449us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1374/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 393us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1375/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 600us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1376/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 524us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1377/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 413us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1378/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 581us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1379/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 465us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1380/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 660us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1381/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 476us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1382/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 590us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1383/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 400us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1384/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 558us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1385/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 646us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1386/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 457us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1387/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 556us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1388/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 434us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1389/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 546us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1390/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 587us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1391/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 515us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1392/2000
1/1 [==============================] - ETA: 0s - loss: 0.0052 - mean_squared_error: 0.0052
1/1 [==============================] - 0s 382us/step - loss: 0.0052 - mean_squared_error: 0.0052
Epoch 1393/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 527us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1394/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 455us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1395/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 461us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1396/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 543us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1397/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 449us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1398/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 454us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1399/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 434us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1400/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 624us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1401/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 649us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1402/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 442us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1403/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 607us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1404/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 423us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1405/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 934us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1406/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 526us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1407/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 555us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1408/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 453us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1409/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 399us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1410/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 535us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1411/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 594us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1412/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 386us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1413/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 694us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1414/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 401us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1415/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 491us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1416/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 443us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1417/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 479us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1418/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 403us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1419/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 485us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1420/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 603us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1421/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 530us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1422/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 403us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1423/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 409us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1424/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 491us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1425/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 435us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1426/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 475us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1427/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 514us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1428/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 695us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1429/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 444us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1430/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 1ms/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1431/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 426us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1432/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 528us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1433/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 542us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1434/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 404us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1435/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 585us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1436/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 611us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1437/2000
1/1 [==============================] - ETA: 0s - loss: 0.0051 - mean_squared_error: 0.0051
1/1 [==============================] - 0s 463us/step - loss: 0.0051 - mean_squared_error: 0.0051
Epoch 1438/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 480us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1439/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 397us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1440/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 441us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1441/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 401us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1442/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 532us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1443/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 461us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1444/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 2ms/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1445/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 552us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1446/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 479us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1447/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 568us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1448/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 462us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1449/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 516us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1450/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 517us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1451/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 476us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1452/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 477us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1453/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 769us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1454/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 448us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1455/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 409us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1456/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 703us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1457/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 684us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1458/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 675us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1459/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 442us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1460/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 402us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1461/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 687us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1462/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 542us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1463/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 552us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1464/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 415us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1465/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 441us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1466/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 462us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1467/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 541us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1468/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 494us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1469/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 459us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1470/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 510us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1471/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 634us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1472/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 486us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1473/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 466us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1474/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 602us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1475/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 406us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1476/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 736us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1477/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 591us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1478/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 470us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1479/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 540us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1480/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 517us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1481/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 723us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1482/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 436us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1483/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 514us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1484/2000
1/1 [==============================] - ETA: 0s - loss: 0.0050 - mean_squared_error: 0.0050
1/1 [==============================] - 0s 455us/step - loss: 0.0050 - mean_squared_error: 0.0050
Epoch 1485/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 1ms/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1486/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 450us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1487/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 574us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1488/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 620us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1489/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 514us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1490/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 3ms/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1491/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 539us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1492/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 394us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1493/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 574us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1494/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 523us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1495/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 401us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1496/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 1ms/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1497/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 575us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1498/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 502us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1499/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 468us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1500/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 492us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1501/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 432us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1502/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 474us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1503/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 547us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1504/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 493us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1505/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 650us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1506/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 384us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1507/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 421us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1508/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 437us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1509/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 497us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1510/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 511us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1511/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 414us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1512/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 408us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1513/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 446us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1514/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 408us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1515/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 455us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1516/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 505us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1517/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 719us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1518/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 467us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1519/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 504us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1520/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 2ms/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1521/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 567us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1522/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 525us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1523/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 598us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1524/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 527us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1525/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 411us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1526/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 481us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1527/2000
1/1 [==============================] - ETA: 0s - loss: 0.0049 - mean_squared_error: 0.0049
1/1 [==============================] - 0s 488us/step - loss: 0.0049 - mean_squared_error: 0.0049
Epoch 1528/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 578us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1529/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 526us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1530/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 505us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1531/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 505us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1532/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 601us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1533/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 445us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1534/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 513us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1535/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 561us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1536/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 534us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1537/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 503us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1538/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 648us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1539/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 410us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1540/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 516us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1541/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 549us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1542/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 515us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1543/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 469us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1544/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 659us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1545/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 544us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1546/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 476us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1547/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 454us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1548/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 552us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1549/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 568us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1550/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 523us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1551/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 507us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1552/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 563us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1553/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 428us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1554/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 624us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1555/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 735us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1556/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 447us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1557/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 552us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1558/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 534us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1559/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 435us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1560/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 425us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1561/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 568us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1562/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 501us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1563/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 534us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1564/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 590us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1565/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 418us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1566/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 474us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1567/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 699us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1568/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 508us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1569/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 537us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1570/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 526us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1571/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 475us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1572/2000
1/1 [==============================] - ETA: 0s - loss: 0.0048 - mean_squared_error: 0.0048
1/1 [==============================] - 0s 629us/step - loss: 0.0048 - mean_squared_error: 0.0048
Epoch 1573/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 572us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1574/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 512us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1575/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 503us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1576/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 576us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1577/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 386us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1578/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 521us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1579/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 425us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1580/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 680us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1581/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 574us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1582/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 400us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1583/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 395us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1584/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 575us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1585/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 552us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1586/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 523us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1587/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 456us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1588/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 698us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1589/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 788us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1590/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 517us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1591/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 558us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1592/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 411us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1593/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 448us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1594/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 706us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1595/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 564us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1596/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 432us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1597/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 529us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1598/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 452us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1599/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 534us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1600/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 892us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1601/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 447us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1602/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 398us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1603/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 507us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1604/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 446us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1605/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 565us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1606/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 702us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1607/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 441us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1608/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 491us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1609/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 422us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1610/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 392us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1611/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 4ms/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1612/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 532us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1613/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 442us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1614/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 556us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1615/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 427us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1616/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 679us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1617/2000
1/1 [==============================] - ETA: 0s - loss: 0.0047 - mean_squared_error: 0.0047
1/1 [==============================] - 0s 404us/step - loss: 0.0047 - mean_squared_error: 0.0047
Epoch 1618/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 447us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1619/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 551us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1620/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 545us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1621/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 507us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1622/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 544us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1623/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 388us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1624/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 484us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1625/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 541us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1626/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 500us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1627/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 469us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1628/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 532us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1629/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 505us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1630/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 415us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1631/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 511us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1632/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 456us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1633/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 934us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1634/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 483us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1635/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 450us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1636/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 651us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1637/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 488us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1638/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 383us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1639/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 443us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1640/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 479us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1641/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 523us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1642/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 664us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1643/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 618us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1644/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 410us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1645/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 547us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1646/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 490us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1647/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 452us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1648/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 564us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1649/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 576us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1650/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 572us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1651/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 434us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1652/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 561us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1653/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 510us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1654/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 617us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1655/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 523us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1656/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 460us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1657/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 775us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1658/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 433us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1659/2000
1/1 [==============================] - ETA: 0s - loss: 0.0046 - mean_squared_error: 0.0046
1/1 [==============================] - 0s 508us/step - loss: 0.0046 - mean_squared_error: 0.0046
Epoch 1660/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 582us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1661/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 502us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1662/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 379us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1663/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 576us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1664/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 427us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1665/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 586us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1666/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 586us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1667/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 482us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1668/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 607us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1669/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 530us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1670/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 641us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1671/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 424us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1672/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 393us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1673/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 427us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1674/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 607us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1675/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 505us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1676/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 672us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1677/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 414us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1678/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 439us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1679/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 501us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1680/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 524us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1681/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 583us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1682/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 539us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1683/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 490us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1684/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 441us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1685/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 410us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1686/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 475us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1687/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 449us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1688/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 443us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1689/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 564us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1690/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 434us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1691/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 619us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1692/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 439us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1693/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 537us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1694/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 480us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1695/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 535us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1696/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 1ms/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1697/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 443us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1698/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 545us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1699/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 419us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1700/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 638us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1701/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 487us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1702/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 571us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1703/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 597us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1704/2000
1/1 [==============================] - ETA: 0s - loss: 0.0045 - mean_squared_error: 0.0045
1/1 [==============================] - 0s 520us/step - loss: 0.0045 - mean_squared_error: 0.0045
Epoch 1705/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 465us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1706/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 460us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1707/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 563us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1708/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 437us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1709/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 492us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1710/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 444us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1711/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 402us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1712/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 2ms/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1713/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 3ms/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1714/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 583us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1715/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 630us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1716/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 531us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1717/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 749us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1718/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 2ms/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1719/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 570us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1720/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 611us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1721/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 632us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1722/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 537us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1723/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 483us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1724/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 575us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1725/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 474us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1726/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 458us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1727/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 516us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1728/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 466us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1729/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 538us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1730/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 461us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1731/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 443us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1732/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 551us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1733/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 700us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1734/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 791us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1735/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 576us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1736/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 423us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1737/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 608us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1738/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 566us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1739/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 425us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1740/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 548us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1741/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 465us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1742/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 406us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1743/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 641us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1744/2000
1/1 [==============================] - ETA: 0s - loss: 0.0044 - mean_squared_error: 0.0044
1/1 [==============================] - 0s 499us/step - loss: 0.0044 - mean_squared_error: 0.0044
Epoch 1745/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 473us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1746/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 437us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1747/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 457us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1748/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 547us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1749/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 411us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1750/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 510us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1751/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 508us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1752/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 654us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1753/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 611us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1754/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 505us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1755/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 544us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1756/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 470us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1757/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 417us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1758/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 436us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1759/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 475us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1760/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 496us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1761/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 437us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1762/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 496us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1763/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 535us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1764/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 560us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1765/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 941us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1766/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 741us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1767/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 469us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1768/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 495us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1769/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 540us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1770/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 806us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1771/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 603us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1772/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 472us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1773/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 569us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1774/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 620us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1775/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 486us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1776/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 588us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1777/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 647us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1778/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 604us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1779/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 588us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1780/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 455us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1781/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 591us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1782/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 527us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1783/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 540us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1784/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 621us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1785/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 638us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1786/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 500us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1787/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 441us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1788/2000
1/1 [==============================] - ETA: 0s - loss: 0.0043 - mean_squared_error: 0.0043
1/1 [==============================] - 0s 546us/step - loss: 0.0043 - mean_squared_error: 0.0043
Epoch 1789/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 543us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1790/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 430us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1791/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 426us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1792/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 613us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1793/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 505us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1794/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 517us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1795/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 529us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1796/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 516us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1797/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 559us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1798/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 505us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1799/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 976us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1800/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 508us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1801/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 530us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1802/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 683us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1803/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 539us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1804/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 558us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1805/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 496us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1806/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 1ms/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1807/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 477us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1808/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 713us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1809/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 453us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1810/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 4ms/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1811/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 800us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1812/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 531us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1813/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 683us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1814/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 2ms/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1815/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 530us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1816/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 539us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1817/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 433us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1818/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 528us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1819/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 621us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1820/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 589us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1821/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 543us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1822/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 444us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1823/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 766us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1824/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 596us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1825/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 484us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1826/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 616us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1827/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 537us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1828/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 422us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1829/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 570us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1830/2000
1/1 [==============================] - ETA: 0s - loss: 0.0042 - mean_squared_error: 0.0042
1/1 [==============================] - 0s 653us/step - loss: 0.0042 - mean_squared_error: 0.0042
Epoch 1831/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 463us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1832/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 388us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1833/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 1ms/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1834/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 477us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1835/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 404us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1836/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 500us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1837/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 505us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1838/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 473us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1839/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 2ms/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1840/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 647us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1841/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 751us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1842/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 484us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1843/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 4ms/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1844/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 513us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1845/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 493us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1846/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 507us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1847/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 552us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1848/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 590us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1849/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 610us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1850/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 689us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1851/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 451us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1852/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 753us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1853/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 530us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1854/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 423us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1855/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 571us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1856/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 442us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1857/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 465us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1858/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 493us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1859/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 422us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1860/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 612us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1861/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 533us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1862/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 520us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1863/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 453us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1864/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 548us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1865/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 396us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1866/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 663us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1867/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 849us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1868/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 406us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1869/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 464us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1870/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 383us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1871/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 635us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1872/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 669us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1873/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 867us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1874/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 584us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1875/2000
1/1 [==============================] - ETA: 0s - loss: 0.0041 - mean_squared_error: 0.0041
1/1 [==============================] - 0s 550us/step - loss: 0.0041 - mean_squared_error: 0.0041
Epoch 1876/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 3ms/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1877/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 527us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1878/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 532us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1879/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 515us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1880/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 592us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1881/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 826us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1882/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 488us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1883/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 614us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1884/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 1ms/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1885/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 722us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1886/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 599us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1887/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 533us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1888/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 855us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1889/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 774us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1890/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 506us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1891/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 439us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1892/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 2ms/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1893/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 857us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1894/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 566us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1895/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 446us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1896/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 1ms/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1897/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 598us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1898/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 420us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1899/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 683us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1900/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 503us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1901/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 453us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1902/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 586us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1903/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 368us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1904/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 408us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1905/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 465us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1906/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 584us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1907/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 489us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1908/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 699us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1909/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 375us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1910/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 481us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1911/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 888us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1912/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 521us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1913/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 405us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1914/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 562us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1915/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 399us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1916/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 542us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1917/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 568us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1918/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 507us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1919/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 438us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1920/2000
1/1 [==============================] - ETA: 0s - loss: 0.0040 - mean_squared_error: 0.0040
1/1 [==============================] - 0s 473us/step - loss: 0.0040 - mean_squared_error: 0.0040
Epoch 1921/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 641us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1922/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 467us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1923/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 389us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1924/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 525us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1925/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 569us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1926/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 576us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1927/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 395us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1928/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 672us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1929/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 468us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1930/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 420us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1931/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 477us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1932/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 598us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1933/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 430us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1934/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 427us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1935/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 511us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1936/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 502us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1937/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 563us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1938/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 583us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1939/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 407us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1940/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 558us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1941/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 455us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1942/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 430us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1943/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 484us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1944/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 576us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1945/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 444us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1946/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 522us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1947/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 406us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1948/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 591us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1949/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 618us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1950/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 570us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1951/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 496us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1952/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 511us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1953/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 521us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1954/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 528us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1955/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 588us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1956/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 922us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1957/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 754us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1958/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 491us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1959/2000
1/1 [==============================] - ETA: 0s - loss: 0.0039 - mean_squared_error: 0.0039
1/1 [==============================] - 0s 518us/step - loss: 0.0039 - mean_squared_error: 0.0039
Epoch 1960/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 468us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1961/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 477us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1962/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 496us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1963/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 476us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1964/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 416us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1965/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 736us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1966/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 615us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1967/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 503us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1968/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 547us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1969/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 383us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1970/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 374us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1971/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 560us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1972/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 616us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1973/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 669us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1974/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 460us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1975/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 382us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1976/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 532us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1977/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 636us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1978/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 487us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1979/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 513us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1980/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 545us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1981/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 489us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1982/2000
1/1 [==============================] - ETA: 0s - loss: 0.0038 - mean_squared_error: 0.0038
1/1 [==============================] - 0s 655us/step - loss: 0.0038 - mean_squared_error: 0.0038
Epoch 1983/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 535us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1984/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 383us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1985/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 438us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1986/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 535us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1987/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 481us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1988/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 395us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1989/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 662us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1990/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 419us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1991/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 465us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1992/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 508us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1993/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 480us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1994/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 390us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1995/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 709us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1996/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 533us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1997/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 705us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1998/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 546us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 1999/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 520us/step - loss: 0.0037 - mean_squared_error: 0.0037
Epoch 2000/2000
1/1 [==============================] - ETA: 0s - loss: 0.0037 - mean_squared_error: 0.0037
1/1 [==============================] - 0s 533us/step - loss: 0.0037 - mean_squared_error: 0.0037
<tensorflow.python.keras.callbacks.History object at 0x7fe782ff9320>
fig, ax = plt.subplots()
ax.plot(X_grid, latent(X_grid), label="true", color="tab:gray")
ax.plot(X_grid, model(X_grid), label="predicted")
ax.scatter(X, y, marker='x', color='k', label="noisy observations")
ax.set_xlabel(r'$x$')
ax.set_ylabel(r"$y$")
ax.legend()
plt.show()
val, grad = tfp.math.value_and_gradient(model, X_grid_sparse)
new_val = model(X_grid_sparse - learning_rate * grad)
fig, ax = plt.subplots()
ax.plot(X_grid, model(X_grid), label="value")
ax.quiver(X_grid_sparse, val, - learning_rate * grad, new_val - val,
scale_units='xy', angles='xy', scale=1.0, width=3e-3, label="gradient")
ax.set_xlabel(r'$x$')
ax.set_ylabel(r'$y$')
ax.legend()
plt.show()
@value_and_gradient
@unbatch
def func(x):
return model(x)
initial_position = random_state.uniform(low=xmin, high=xmax, size=(num_features,))
numpy_io(func)(initial_position)
Out:
[1.606839730975059, array([4.04455378])]
result = tfp.optimizer.lbfgs_minimize(func, initial_position=initial_position)
result
Out:
LBfgsOptimizerResults(converged=<tf.Tensor: shape=(), dtype=bool, numpy=False>, failed=<tf.Tensor: shape=(), dtype=bool, numpy=False>, num_iterations=<tf.Tensor: shape=(), dtype=int32, numpy=50>, num_objective_evaluations=<tf.Tensor: shape=(), dtype=int32, numpy=369>, position=<tf.Tensor: shape=(1,), dtype=float64, numpy=array([-0.24965479])>, objective_value=<tf.Tensor: shape=(), dtype=float64, numpy=-0.5195396864134336>, objective_gradient=<tf.Tensor: shape=(1,), dtype=float64, numpy=array([0.62846351])>, position_deltas=<tf.Tensor: shape=(10, 1), dtype=float64, numpy=
array([[-7.88800381e-09],
[ 7.88634930e-09],
[-5.61210850e-09],
[ 5.61093136e-09],
[-3.99286848e-09],
[ 3.99203098e-09],
[-2.84082155e-09],
[ 2.84022569e-09],
[-2.02117026e-09],
[ 2.02074632e-09]])>, gradient_deltas=<tf.Tensor: shape=(10, 1), dtype=float64, numpy=
array([[-0.74499789],
[ 0.74499789],
[-0.74499789],
[ 0.74499789],
[-0.74499789],
[ 0.74499789],
[-0.74499789],
[ 0.74499789],
[-0.74499789],
[ 0.74499789]])>)
result.converged
Out:
<tf.Tensor: shape=(), dtype=bool, numpy=False>
result.failed
Out:
<tf.Tensor: shape=(), dtype=bool, numpy=False>
result.num_iterations
Out:
<tf.Tensor: shape=(), dtype=int32, numpy=50>
result.num_objective_evaluations
Out:
<tf.Tensor: shape=(), dtype=int32, numpy=369>
result.position
Out:
<tf.Tensor: shape=(1,), dtype=float64, numpy=array([-0.24965479])>
result.objective_value
Out:
<tf.Tensor: shape=(), dtype=float64, numpy=-0.5195396864134336>
result.objective_gradient
Out:
<tf.Tensor: shape=(1,), dtype=float64, numpy=array([0.62846351])>
fig, ax = plt.subplots()
ax.scatter(initial_position, model(initial_position.reshape(1, -1)), s=8**2,
c="tab:orange", marker='o', alpha=0.8, zorder=10, label="initial")
ax.scatter(result.position, tf.expand_dims(result.objective_value, axis=0), s=8**2,
c="tab:orange", marker='*', alpha=0.8, zorder=10, label="minimum")
ax.plot(X_grid, model(X_grid), label="value")
ax.quiver(X_grid_sparse, val, - learning_rate * grad, new_val - val,
scale_units='xy', angles='xy', scale=1.0, width=3e-3, label="gradient")
ax.set_xlabel(r'$x$')
ax.set_ylabel(r'$y$')
ax.legend()
plt.show()
SciPy Optimize
x_hist = [initial_position]
minimize(numpy_io(func), x0=initial_position, jac=True,
method="L-BFGS-B", tol=1e-8, callback=x_hist.append)
Out:
fun: 0.09197746391178027
hess_inv: <1x1 LbfgsInvHessProduct with dtype=float64>
jac: array([0.93431722])
message: b'CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH'
nfev: 42
nit: 8
status: 0
success: True
x: array([1.33112182])
X_hist = np.vstack(x_hist)
Y_hist = model(X_hist)
fig, ax = plt.subplots()
ax.plot(X_grid, model(X_grid), label="value")
ax.quiver(X_hist[:-1], Y_hist[:-1],
X_hist[1:] - X_hist[:-1],
Y_hist[1:] - Y_hist[:-1],
scale_units='xy', angles='xy', scale=1.0, width=3e-3)
ax.set_xlabel(r'$x$')
ax.set_ylabel(r'$y$')
ax.legend()
plt.show()
results = []
for initial_position in random_state.uniform(low=xmin, high=xmax,
size=(num_restarts, num_features)):
res = minimize(numpy_io(func), x0=initial_position, jac=True,
method="L-BFGS-B")
results.append(res)
Xs = np.vstack([res.x for res in results])
ys = np.hstack([res.fun for res in results])
fig, ax = plt.subplots()
ax.plot(X_grid, model(X_grid), label="value")
ax.scatter(Xs, ys, c="tab:orange", marker='*', alpha=0.8,
zorder=10, label="minima")
ax.set_xlabel(r'$x$')
ax.set_ylabel(r'$y$')
ax.legend()
plt.show()
Total running time of the script: ( 0 minutes 12.380 seconds)