.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "auto_examples/misc/plot_optimize_neural_net_input.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_auto_examples_misc_plot_optimize_neural_net_input.py: Optimization of Neural Network Input ==================================== We study how to optimize the output of a neural network with respect to its input. .. GENERATED FROM PYTHON SOURCE LINES 10-27 .. code-block:: default 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 .. GENERATED FROM PYTHON SOURCE LINES 29-48 .. code-block:: default 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) .. GENERATED FROM PYTHON SOURCE LINES 49-53 .. code-block:: default def latent(x): return np.sin(3.0*x) + x**2 - 0.7*x .. GENERATED FROM PYTHON SOURCE LINES 54-62 .. code-block:: default 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) .. GENERATED FROM PYTHON SOURCE LINES 63-74 .. code-block:: default 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() .. image:: /auto_examples/misc/images/sphx_glr_plot_optimize_neural_net_input_001.png :alt: plot optimize neural net input :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 75-84 .. code-block:: default 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) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none 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 .. GENERATED FROM PYTHON SOURCE LINES 85-99 .. code-block:: default 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() .. image:: /auto_examples/misc/images/sphx_glr_plot_optimize_neural_net_input_002.png :alt: plot optimize neural net input :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 100-102 .. code-block:: default val, grad = tfp.math.value_and_gradient(model, X_grid_sparse) new_val = model(X_grid_sparse - learning_rate * grad) .. GENERATED FROM PYTHON SOURCE LINES 103-116 .. code-block:: default 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() .. image:: /auto_examples/misc/images/sphx_glr_plot_optimize_neural_net_input_003.png :alt: plot optimize neural net input :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 117-124 .. code-block:: default @value_and_gradient @unbatch def func(x): return model(x) .. GENERATED FROM PYTHON SOURCE LINES 125-128 .. code-block:: default initial_position = random_state.uniform(low=xmin, high=xmax, size=(num_features,)) .. GENERATED FROM PYTHON SOURCE LINES 129-130 .. code-block:: default numpy_io(func)(initial_position) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none [1.606839730975059, array([4.04455378])] .. GENERATED FROM PYTHON SOURCE LINES 131-133 .. code-block:: default result = tfp.optimizer.lbfgs_minimize(func, initial_position=initial_position) result .. rst-class:: sphx-glr-script-out Out: .. code-block:: none LBfgsOptimizerResults(converged=, failed=, num_iterations=, num_objective_evaluations=, position=, objective_value=, objective_gradient=, position_deltas=, gradient_deltas=) .. GENERATED FROM PYTHON SOURCE LINES 134-135 .. code-block:: default result.converged .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 136-137 .. code-block:: default result.failed .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 138-139 .. code-block:: default result.num_iterations .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 140-141 .. code-block:: default result.num_objective_evaluations .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 142-143 .. code-block:: default result.position .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 144-145 .. code-block:: default result.objective_value .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 146-147 .. code-block:: default result.objective_gradient .. rst-class:: sphx-glr-script-out Out: .. code-block:: none .. GENERATED FROM PYTHON SOURCE LINES 148-165 .. code-block:: default 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() .. image:: /auto_examples/misc/images/sphx_glr_plot_optimize_neural_net_input_004.png :alt: plot optimize neural net input :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 166-167 SciPy Optimize .. GENERATED FROM PYTHON SOURCE LINES 167-171 .. code-block:: default x_hist = [initial_position] minimize(numpy_io(func), x0=initial_position, jac=True, method="L-BFGS-B", tol=1e-8, callback=x_hist.append) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none 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]) .. GENERATED FROM PYTHON SOURCE LINES 172-174 .. code-block:: default X_hist = np.vstack(x_hist) Y_hist = model(X_hist) .. GENERATED FROM PYTHON SOURCE LINES 175-189 .. code-block:: default 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() .. image:: /auto_examples/misc/images/sphx_glr_plot_optimize_neural_net_input_005.png :alt: plot optimize neural net input :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 190-199 .. code-block:: default 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) .. GENERATED FROM PYTHON SOURCE LINES 200-202 .. code-block:: default Xs = np.vstack([res.x for res in results]) ys = np.hstack([res.fun for res in results]) .. GENERATED FROM PYTHON SOURCE LINES 203-215 .. code-block:: default 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() .. image:: /auto_examples/misc/images/sphx_glr_plot_optimize_neural_net_input_006.png :alt: plot optimize neural net input :class: sphx-glr-single-img .. rst-class:: sphx-glr-timing **Total running time of the script:** ( 0 minutes 12.380 seconds) .. _sphx_glr_download_auto_examples_misc_plot_optimize_neural_net_input.py: .. only :: html .. container:: sphx-glr-footer :class: sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: plot_optimize_neural_net_input.py ` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: plot_optimize_neural_net_input.ipynb ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_