Redes Neuronales Artificiales#
Metodología#
Los pasos a seguir para alcanzar el objetivo son los siguientes:
Importación de la base de datos.
Análisis de las variables para identificar el tipo de dato.
Verificación de valores
NaNo Nulos.Distribución de las variables.
Cálculo de la matriz de correlación.
Procesamiento de datos.
Resultados y discusión.
Configuración#
Importación de librerías#
Importamos todas las librerías necesarias para trabajar
import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
from keras.layers import Dense
from keras.layers import Input
from sklearn import preprocessing
from keras.models import Sequential
from sklearn.model_selection import train_test_split
from keras.callbacks import EarlyStopping, ModelCheckpoint
from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score, explained_variance_score
2024-07-26 03:36:14.013433: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-07-26 03:36:15.322509: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
# 1. Importación de la base de datos
dataset = pd.read_csv('datasets/ground_source_heat_pump.csv')
dataset.head()
| HEM | STC | VWD | WD | UT | WFR | WTD | HTR | |
|---|---|---|---|---|---|---|---|---|
| 0 | Release | 1.41 | 100.0 | 180 | 3.0 | 1.15 | 4.04 | 53.9 |
| 1 | Release | 1.41 | 125.0 | 180 | 3.0 | 1.15 | 4.86 | 52.0 |
| 2 | Extraction | 1.41 | 100.0 | 180 | 3.0 | 1.15 | 3.18 | 42.4 |
| 3 | Extraction | 1.41 | 125.0 | 180 | 3.0 | 1.15 | 3.82 | 40.7 |
| 4 | Release | 1.46 | 85.0 | 130 | 2.8 | 1.19 | 4.19 | 66.6 |
# 2. Análisis de las variables para identificar el tipo de dato
dataset.info()
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 112 entries, 0 to 111
Data columns (total 8 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 HEM 112 non-null object
1 STC 112 non-null float64
2 VWD 112 non-null float64
3 WD 112 non-null int64
4 UT 112 non-null float64
5 WFR 112 non-null float64
6 WTD 112 non-null float64
7 HTR 112 non-null float64
dtypes: float64(6), int64(1), object(1)
memory usage: 7.1+ KB
# 3. Verificación de valores NaN o nulos
dataset.isnull().sum()
HEM 0
STC 0
VWD 0
WD 0
UT 0
WFR 0
WTD 0
HTR 0
dtype: int64
# 4. Distribución de las variables
cols = dataset.columns
fig, axes = plt.subplots(4,2, figsize = (10,15))
k = 0
for i in range(4):
for j in range(2):
sns.countplot(dataset[cols[k]], ax = axes[i][j])
k = k + 1
# 5. Cálculo de la matriz de correlación
fig = plt.figure(figsize = (10,10))
sns.heatmap(dataset[dataset.keys().drop('HEM')].corr(), annot = True)
<Axes: >
X = dataset[dataset.keys().drop(['HEM','HTR'])]
y = np.asarray(dataset['HTR'])
scaler = preprocessing.MinMaxScaler(feature_range = (0.1, 0.9))
X = scaler.fit_transform(X)
y = scaler.fit_transform(y.reshape(-1,1))
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.20)
n_neurons = 5
model = Sequential(name = "Model-with-Six-Input") # Model
model.add(Input(shape=(X.shape[1],), name = 'Input-Layer')) # Input Layer - need to speicfy the shape of inputs
model.add(Dense(n_neurons, activation='sigmoid', name = 'Hidden-Layer')) # Hidden Layer
model.add(Dense(1, activation = 'linear', name = 'Output-Layer')) # Output Layer}
model.summary()
2024-07-26 03:36:23.641752: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:998] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355
2024-07-26 03:36:23.844162: W tensorflow/core/common_runtime/gpu/gpu_device.cc:2251] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
Model: "Model-with-Six-Input"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩ │ Hidden-Layer (Dense) │ (None, 5) │ 35 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ Output-Layer (Dense) │ (None, 1) │ 6 │ └─────────────────────────────────┴────────────────────────┴───────────────┘
Total params: 41 (164.00 B)
Trainable params: 41 (164.00 B)
Non-trainable params: 0 (0.00 B)
#%% Compile keras model
model.compile(optimizer = 'sgd', # default='rmsprop', an algorithm to be used in backpropagation
loss = 'mean_squared_error', # Loss function to be optimized. A string (name of loss function), or a tf.keras.losses.Loss instance.
metrics = ['mean_squared_error','mean_absolute_error'], # List of metrics to be evaluated by the model during training and testing. Each of this can be a string (name of a built-in function), function or a tf.keras.metrics.Metric instance.
)
#%% Fit keras model on the dataset
earlyStopping = EarlyStopping(monitor = 'mean_squared_error',
patience = 20,
verbose = 0,
mode ='min')
mcp_save = ModelCheckpoint('best_model.keras',
save_best_only = True,
monitor = 'mean_squared_error',
mode = 'min')
history = model.fit(X_train, # input data
y_train, # target data
batch_size = 10, # Number of samples per gradient update. If unspecified, batch_size will default to 32.
epochs = 3500, # default=1, Number of epochs to train the model. An epoch is an iteration over the entire x and y data provided
verbose = 'auto', # default='auto', ('auto', 0, 1, or 2). Verbosity mode. 0 = silent, 1 = progress bar, 2 = one line per epoch. 'auto' defaults to 1 for most cases, but 2 when used with ParameterServerStrategy.
callbacks = [earlyStopping, mcp_save],
validation_data = (X_test, y_test))
Epoch 1/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 16ms/step - loss: 0.1688 - mean_absolute_error: 0.3731 - mean_squared_error: 0.1688 - val_loss: 0.1005 - val_mean_absolute_error: 0.2766 - val_mean_squared_error: 0.1005
Epoch 2/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0922 - mean_absolute_error: 0.2537 - mean_squared_error: 0.0922 - val_loss: 0.0539 - val_mean_absolute_error: 0.1928 - val_mean_squared_error: 0.0539
Epoch 3/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0603 - mean_absolute_error: 0.1965 - mean_squared_error: 0.0603 - val_loss: 0.0367 - val_mean_absolute_error: 0.1552 - val_mean_squared_error: 0.0367
Epoch 4/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0391 - mean_absolute_error: 0.1589 - mean_squared_error: 0.0391 - val_loss: 0.0298 - val_mean_absolute_error: 0.1373 - val_mean_squared_error: 0.0298
Epoch 5/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0397 - mean_absolute_error: 0.1669 - mean_squared_error: 0.0397 - val_loss: 0.0272 - val_mean_absolute_error: 0.1305 - val_mean_squared_error: 0.0272
Epoch 6/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0372 - mean_absolute_error: 0.1529 - mean_squared_error: 0.0372 - val_loss: 0.0260 - val_mean_absolute_error: 0.1276 - val_mean_squared_error: 0.0260
Epoch 7/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0319 - val_loss: 0.0255 - val_mean_absolute_error: 0.1263 - val_mean_squared_error: 0.0255
Epoch 8/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0419 - mean_absolute_error: 0.1758 - mean_squared_error: 0.0419 - val_loss: 0.0252 - val_mean_absolute_error: 0.1252 - val_mean_squared_error: 0.0252
Epoch 9/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0331 - mean_absolute_error: 0.1481 - mean_squared_error: 0.0331 - val_loss: 0.0251 - val_mean_absolute_error: 0.1249 - val_mean_squared_error: 0.0251
Epoch 10/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0399 - mean_absolute_error: 0.1673 - mean_squared_error: 0.0399 - val_loss: 0.0248 - val_mean_absolute_error: 0.1241 - val_mean_squared_error: 0.0248
Epoch 11/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0406 - mean_absolute_error: 0.1675 - mean_squared_error: 0.0406 - val_loss: 0.0248 - val_mean_absolute_error: 0.1240 - val_mean_squared_error: 0.0248
Epoch 12/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0385 - mean_absolute_error: 0.1555 - mean_squared_error: 0.0385 - val_loss: 0.0247 - val_mean_absolute_error: 0.1240 - val_mean_squared_error: 0.0247
Epoch 13/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0396 - mean_absolute_error: 0.1666 - mean_squared_error: 0.0396 - val_loss: 0.0246 - val_mean_absolute_error: 0.1238 - val_mean_squared_error: 0.0246
Epoch 14/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0380 - mean_absolute_error: 0.1648 - mean_squared_error: 0.0380 - val_loss: 0.0246 - val_mean_absolute_error: 0.1238 - val_mean_squared_error: 0.0246
Epoch 15/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0374 - mean_absolute_error: 0.1578 - mean_squared_error: 0.0374 - val_loss: 0.0247 - val_mean_absolute_error: 0.1238 - val_mean_squared_error: 0.0247
Epoch 16/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0344 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0344 - val_loss: 0.0247 - val_mean_absolute_error: 0.1238 - val_mean_squared_error: 0.0247
Epoch 17/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0436 - mean_absolute_error: 0.1719 - mean_squared_error: 0.0436 - val_loss: 0.0246 - val_mean_absolute_error: 0.1237 - val_mean_squared_error: 0.0246
Epoch 18/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0369 - mean_absolute_error: 0.1593 - mean_squared_error: 0.0369 - val_loss: 0.0245 - val_mean_absolute_error: 0.1236 - val_mean_squared_error: 0.0245
Epoch 19/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0370 - mean_absolute_error: 0.1621 - mean_squared_error: 0.0370 - val_loss: 0.0247 - val_mean_absolute_error: 0.1237 - val_mean_squared_error: 0.0247
Epoch 20/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0345 - mean_absolute_error: 0.1549 - mean_squared_error: 0.0345 - val_loss: 0.0246 - val_mean_absolute_error: 0.1236 - val_mean_squared_error: 0.0246
Epoch 21/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0389 - mean_absolute_error: 0.1698 - mean_squared_error: 0.0389 - val_loss: 0.0245 - val_mean_absolute_error: 0.1235 - val_mean_squared_error: 0.0245
Epoch 22/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0356 - mean_absolute_error: 0.1591 - mean_squared_error: 0.0356 - val_loss: 0.0245 - val_mean_absolute_error: 0.1235 - val_mean_squared_error: 0.0245
Epoch 23/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0304 - mean_absolute_error: 0.1416 - mean_squared_error: 0.0304 - val_loss: 0.0245 - val_mean_absolute_error: 0.1234 - val_mean_squared_error: 0.0245
Epoch 24/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0378 - mean_absolute_error: 0.1612 - mean_squared_error: 0.0378 - val_loss: 0.0244 - val_mean_absolute_error: 0.1233 - val_mean_squared_error: 0.0244
Epoch 25/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0397 - mean_absolute_error: 0.1708 - mean_squared_error: 0.0397 - val_loss: 0.0245 - val_mean_absolute_error: 0.1233 - val_mean_squared_error: 0.0245
Epoch 26/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0384 - mean_absolute_error: 0.1598 - mean_squared_error: 0.0384 - val_loss: 0.0245 - val_mean_absolute_error: 0.1233 - val_mean_squared_error: 0.0245
Epoch 27/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0339 - mean_absolute_error: 0.1531 - mean_squared_error: 0.0339 - val_loss: 0.0245 - val_mean_absolute_error: 0.1232 - val_mean_squared_error: 0.0245
Epoch 28/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0406 - mean_absolute_error: 0.1681 - mean_squared_error: 0.0406 - val_loss: 0.0245 - val_mean_absolute_error: 0.1233 - val_mean_squared_error: 0.0245
Epoch 29/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0435 - mean_absolute_error: 0.1727 - mean_squared_error: 0.0435 - val_loss: 0.0245 - val_mean_absolute_error: 0.1234 - val_mean_squared_error: 0.0245
Epoch 30/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0338 - mean_absolute_error: 0.1497 - mean_squared_error: 0.0338 - val_loss: 0.0244 - val_mean_absolute_error: 0.1232 - val_mean_squared_error: 0.0244
Epoch 31/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0437 - mean_absolute_error: 0.1708 - mean_squared_error: 0.0437 - val_loss: 0.0244 - val_mean_absolute_error: 0.1232 - val_mean_squared_error: 0.0244
Epoch 32/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0356 - mean_absolute_error: 0.1528 - mean_squared_error: 0.0356 - val_loss: 0.0244 - val_mean_absolute_error: 0.1232 - val_mean_squared_error: 0.0244
Epoch 33/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0373 - mean_absolute_error: 0.1573 - mean_squared_error: 0.0373 - val_loss: 0.0243 - val_mean_absolute_error: 0.1229 - val_mean_squared_error: 0.0243
Epoch 34/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0366 - mean_absolute_error: 0.1573 - mean_squared_error: 0.0366 - val_loss: 0.0243 - val_mean_absolute_error: 0.1229 - val_mean_squared_error: 0.0243
Epoch 35/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0345 - mean_absolute_error: 0.1584 - mean_squared_error: 0.0345 - val_loss: 0.0242 - val_mean_absolute_error: 0.1227 - val_mean_squared_error: 0.0242
Epoch 36/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0383 - mean_absolute_error: 0.1611 - mean_squared_error: 0.0383 - val_loss: 0.0242 - val_mean_absolute_error: 0.1227 - val_mean_squared_error: 0.0242
Epoch 37/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0379 - mean_absolute_error: 0.1674 - mean_squared_error: 0.0379 - val_loss: 0.0242 - val_mean_absolute_error: 0.1227 - val_mean_squared_error: 0.0242
Epoch 38/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0369 - mean_absolute_error: 0.1648 - mean_squared_error: 0.0369 - val_loss: 0.0241 - val_mean_absolute_error: 0.1226 - val_mean_squared_error: 0.0241
Epoch 39/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0403 - mean_absolute_error: 0.1670 - mean_squared_error: 0.0403 - val_loss: 0.0242 - val_mean_absolute_error: 0.1227 - val_mean_squared_error: 0.0242
Epoch 40/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0373 - mean_absolute_error: 0.1586 - mean_squared_error: 0.0373 - val_loss: 0.0241 - val_mean_absolute_error: 0.1225 - val_mean_squared_error: 0.0241
Epoch 41/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0334 - mean_absolute_error: 0.1547 - mean_squared_error: 0.0334 - val_loss: 0.0242 - val_mean_absolute_error: 0.1226 - val_mean_squared_error: 0.0242
Epoch 42/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0295 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0295 - val_loss: 0.0241 - val_mean_absolute_error: 0.1224 - val_mean_squared_error: 0.0241
Epoch 43/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0342 - mean_absolute_error: 0.1535 - mean_squared_error: 0.0342 - val_loss: 0.0240 - val_mean_absolute_error: 0.1224 - val_mean_squared_error: 0.0240
Epoch 44/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0341 - mean_absolute_error: 0.1556 - mean_squared_error: 0.0341 - val_loss: 0.0240 - val_mean_absolute_error: 0.1223 - val_mean_squared_error: 0.0240
Epoch 45/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0329 - mean_absolute_error: 0.1522 - mean_squared_error: 0.0329 - val_loss: 0.0241 - val_mean_absolute_error: 0.1223 - val_mean_squared_error: 0.0241
Epoch 46/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0367 - mean_absolute_error: 0.1600 - mean_squared_error: 0.0367 - val_loss: 0.0241 - val_mean_absolute_error: 0.1226 - val_mean_squared_error: 0.0241
Epoch 47/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0356 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0356 - val_loss: 0.0240 - val_mean_absolute_error: 0.1222 - val_mean_squared_error: 0.0240
Epoch 48/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0366 - mean_absolute_error: 0.1639 - mean_squared_error: 0.0366 - val_loss: 0.0241 - val_mean_absolute_error: 0.1225 - val_mean_squared_error: 0.0241
Epoch 49/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0381 - mean_absolute_error: 0.1620 - mean_squared_error: 0.0381 - val_loss: 0.0241 - val_mean_absolute_error: 0.1225 - val_mean_squared_error: 0.0241
Epoch 50/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0374 - mean_absolute_error: 0.1651 - mean_squared_error: 0.0374 - val_loss: 0.0241 - val_mean_absolute_error: 0.1225 - val_mean_squared_error: 0.0241
Epoch 51/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0358 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0358 - val_loss: 0.0241 - val_mean_absolute_error: 0.1225 - val_mean_squared_error: 0.0241
Epoch 52/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0392 - mean_absolute_error: 0.1622 - mean_squared_error: 0.0392 - val_loss: 0.0239 - val_mean_absolute_error: 0.1220 - val_mean_squared_error: 0.0239
Epoch 53/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0365 - mean_absolute_error: 0.1586 - mean_squared_error: 0.0365 - val_loss: 0.0239 - val_mean_absolute_error: 0.1220 - val_mean_squared_error: 0.0239
Epoch 54/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0350 - mean_absolute_error: 0.1570 - mean_squared_error: 0.0350 - val_loss: 0.0240 - val_mean_absolute_error: 0.1223 - val_mean_squared_error: 0.0240
Epoch 55/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0392 - mean_absolute_error: 0.1668 - mean_squared_error: 0.0392 - val_loss: 0.0240 - val_mean_absolute_error: 0.1222 - val_mean_squared_error: 0.0240
Epoch 56/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0327 - mean_absolute_error: 0.1528 - mean_squared_error: 0.0327 - val_loss: 0.0240 - val_mean_absolute_error: 0.1223 - val_mean_squared_error: 0.0240
Epoch 57/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0388 - mean_absolute_error: 0.1659 - mean_squared_error: 0.0388 - val_loss: 0.0239 - val_mean_absolute_error: 0.1222 - val_mean_squared_error: 0.0239
Epoch 58/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0386 - mean_absolute_error: 0.1650 - mean_squared_error: 0.0386 - val_loss: 0.0238 - val_mean_absolute_error: 0.1219 - val_mean_squared_error: 0.0238
Epoch 59/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0398 - mean_absolute_error: 0.1657 - mean_squared_error: 0.0398 - val_loss: 0.0239 - val_mean_absolute_error: 0.1220 - val_mean_squared_error: 0.0239
Epoch 60/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0394 - mean_absolute_error: 0.1640 - mean_squared_error: 0.0394 - val_loss: 0.0238 - val_mean_absolute_error: 0.1218 - val_mean_squared_error: 0.0238
Epoch 61/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0364 - mean_absolute_error: 0.1612 - mean_squared_error: 0.0364 - val_loss: 0.0239 - val_mean_absolute_error: 0.1220 - val_mean_squared_error: 0.0239
Epoch 62/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0322 - mean_absolute_error: 0.1508 - mean_squared_error: 0.0322 - val_loss: 0.0238 - val_mean_absolute_error: 0.1219 - val_mean_squared_error: 0.0238
Epoch 63/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0344 - mean_absolute_error: 0.1542 - mean_squared_error: 0.0344 - val_loss: 0.0237 - val_mean_absolute_error: 0.1215 - val_mean_squared_error: 0.0237
Epoch 64/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0360 - mean_absolute_error: 0.1623 - mean_squared_error: 0.0360 - val_loss: 0.0236 - val_mean_absolute_error: 0.1213 - val_mean_squared_error: 0.0236
Epoch 65/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0397 - mean_absolute_error: 0.1650 - mean_squared_error: 0.0397 - val_loss: 0.0237 - val_mean_absolute_error: 0.1215 - val_mean_squared_error: 0.0237
Epoch 66/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0393 - mean_absolute_error: 0.1691 - mean_squared_error: 0.0393 - val_loss: 0.0237 - val_mean_absolute_error: 0.1217 - val_mean_squared_error: 0.0237
Epoch 67/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0411 - mean_absolute_error: 0.1706 - mean_squared_error: 0.0411 - val_loss: 0.0237 - val_mean_absolute_error: 0.1216 - val_mean_squared_error: 0.0237
Epoch 68/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0390 - mean_absolute_error: 0.1658 - mean_squared_error: 0.0390 - val_loss: 0.0237 - val_mean_absolute_error: 0.1215 - val_mean_squared_error: 0.0237
Epoch 69/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0333 - mean_absolute_error: 0.1502 - mean_squared_error: 0.0333 - val_loss: 0.0237 - val_mean_absolute_error: 0.1216 - val_mean_squared_error: 0.0237
Epoch 70/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0290 - mean_absolute_error: 0.1417 - mean_squared_error: 0.0290 - val_loss: 0.0237 - val_mean_absolute_error: 0.1218 - val_mean_squared_error: 0.0237
Epoch 71/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0352 - mean_absolute_error: 0.1592 - mean_squared_error: 0.0352 - val_loss: 0.0236 - val_mean_absolute_error: 0.1215 - val_mean_squared_error: 0.0236
Epoch 72/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0408 - mean_absolute_error: 0.1709 - mean_squared_error: 0.0408 - val_loss: 0.0236 - val_mean_absolute_error: 0.1215 - val_mean_squared_error: 0.0236
Epoch 73/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0432 - mean_absolute_error: 0.1758 - mean_squared_error: 0.0432 - val_loss: 0.0236 - val_mean_absolute_error: 0.1216 - val_mean_squared_error: 0.0236
Epoch 74/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0328 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0328 - val_loss: 0.0237 - val_mean_absolute_error: 0.1218 - val_mean_squared_error: 0.0237
Epoch 75/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0416 - mean_absolute_error: 0.1693 - mean_squared_error: 0.0416 - val_loss: 0.0236 - val_mean_absolute_error: 0.1216 - val_mean_squared_error: 0.0236
Epoch 76/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0351 - mean_absolute_error: 0.1569 - mean_squared_error: 0.0351 - val_loss: 0.0235 - val_mean_absolute_error: 0.1211 - val_mean_squared_error: 0.0235
Epoch 77/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0303 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0303 - val_loss: 0.0234 - val_mean_absolute_error: 0.1208 - val_mean_squared_error: 0.0234
Epoch 78/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0377 - mean_absolute_error: 0.1619 - mean_squared_error: 0.0377 - val_loss: 0.0234 - val_mean_absolute_error: 0.1210 - val_mean_squared_error: 0.0234
Epoch 79/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0345 - mean_absolute_error: 0.1598 - mean_squared_error: 0.0345 - val_loss: 0.0234 - val_mean_absolute_error: 0.1211 - val_mean_squared_error: 0.0234
Epoch 80/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0333 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0333 - val_loss: 0.0234 - val_mean_absolute_error: 0.1210 - val_mean_squared_error: 0.0234
Epoch 81/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0400 - mean_absolute_error: 0.1637 - mean_squared_error: 0.0400 - val_loss: 0.0234 - val_mean_absolute_error: 0.1211 - val_mean_squared_error: 0.0234
Epoch 82/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0340 - mean_absolute_error: 0.1517 - mean_squared_error: 0.0340 - val_loss: 0.0233 - val_mean_absolute_error: 0.1208 - val_mean_squared_error: 0.0233
Epoch 83/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0344 - mean_absolute_error: 0.1534 - mean_squared_error: 0.0344 - val_loss: 0.0234 - val_mean_absolute_error: 0.1211 - val_mean_squared_error: 0.0234
Epoch 84/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0345 - mean_absolute_error: 0.1584 - mean_squared_error: 0.0345 - val_loss: 0.0234 - val_mean_absolute_error: 0.1210 - val_mean_squared_error: 0.0234
Epoch 85/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0320 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0320 - val_loss: 0.0234 - val_mean_absolute_error: 0.1210 - val_mean_squared_error: 0.0234
Epoch 86/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0342 - mean_absolute_error: 0.1579 - mean_squared_error: 0.0342 - val_loss: 0.0233 - val_mean_absolute_error: 0.1208 - val_mean_squared_error: 0.0233
Epoch 87/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0374 - mean_absolute_error: 0.1651 - mean_squared_error: 0.0374 - val_loss: 0.0233 - val_mean_absolute_error: 0.1210 - val_mean_squared_error: 0.0233
Epoch 88/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0328 - mean_absolute_error: 0.1490 - mean_squared_error: 0.0328 - val_loss: 0.0233 - val_mean_absolute_error: 0.1208 - val_mean_squared_error: 0.0233
Epoch 89/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0353 - mean_absolute_error: 0.1549 - mean_squared_error: 0.0353 - val_loss: 0.0233 - val_mean_absolute_error: 0.1209 - val_mean_squared_error: 0.0233
Epoch 90/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0331 - mean_absolute_error: 0.1552 - mean_squared_error: 0.0331 - val_loss: 0.0233 - val_mean_absolute_error: 0.1209 - val_mean_squared_error: 0.0233
Epoch 91/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0341 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0341 - val_loss: 0.0233 - val_mean_absolute_error: 0.1209 - val_mean_squared_error: 0.0233
Epoch 92/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0346 - mean_absolute_error: 0.1552 - mean_squared_error: 0.0346 - val_loss: 0.0232 - val_mean_absolute_error: 0.1205 - val_mean_squared_error: 0.0232
Epoch 93/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0399 - mean_absolute_error: 0.1679 - mean_squared_error: 0.0399 - val_loss: 0.0231 - val_mean_absolute_error: 0.1203 - val_mean_squared_error: 0.0231
Epoch 94/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0359 - mean_absolute_error: 0.1616 - mean_squared_error: 0.0359 - val_loss: 0.0231 - val_mean_absolute_error: 0.1204 - val_mean_squared_error: 0.0231
Epoch 95/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0357 - mean_absolute_error: 0.1535 - mean_squared_error: 0.0357 - val_loss: 0.0232 - val_mean_absolute_error: 0.1205 - val_mean_squared_error: 0.0232
Epoch 96/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0404 - mean_absolute_error: 0.1676 - mean_squared_error: 0.0404 - val_loss: 0.0233 - val_mean_absolute_error: 0.1209 - val_mean_squared_error: 0.0233
Epoch 97/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0357 - mean_absolute_error: 0.1567 - mean_squared_error: 0.0357 - val_loss: 0.0232 - val_mean_absolute_error: 0.1208 - val_mean_squared_error: 0.0232
Epoch 98/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0337 - mean_absolute_error: 0.1560 - mean_squared_error: 0.0337 - val_loss: 0.0232 - val_mean_absolute_error: 0.1205 - val_mean_squared_error: 0.0232
Epoch 99/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0407 - mean_absolute_error: 0.1692 - mean_squared_error: 0.0407 - val_loss: 0.0231 - val_mean_absolute_error: 0.1204 - val_mean_squared_error: 0.0231
Epoch 100/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0377 - mean_absolute_error: 0.1624 - mean_squared_error: 0.0377 - val_loss: 0.0231 - val_mean_absolute_error: 0.1205 - val_mean_squared_error: 0.0231
Epoch 101/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0353 - mean_absolute_error: 0.1577 - mean_squared_error: 0.0353 - val_loss: 0.0231 - val_mean_absolute_error: 0.1203 - val_mean_squared_error: 0.0231
Epoch 102/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0405 - mean_absolute_error: 0.1683 - mean_squared_error: 0.0405 - val_loss: 0.0231 - val_mean_absolute_error: 0.1204 - val_mean_squared_error: 0.0231
Epoch 103/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0309 - mean_absolute_error: 0.1460 - mean_squared_error: 0.0309 - val_loss: 0.0231 - val_mean_absolute_error: 0.1206 - val_mean_squared_error: 0.0231
Epoch 104/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0333 - mean_absolute_error: 0.1513 - mean_squared_error: 0.0333 - val_loss: 0.0231 - val_mean_absolute_error: 0.1206 - val_mean_squared_error: 0.0231
Epoch 105/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0354 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0354 - val_loss: 0.0230 - val_mean_absolute_error: 0.1202 - val_mean_squared_error: 0.0230
Epoch 106/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0329 - mean_absolute_error: 0.1533 - mean_squared_error: 0.0329 - val_loss: 0.0230 - val_mean_absolute_error: 0.1200 - val_mean_squared_error: 0.0230
Epoch 107/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0350 - mean_absolute_error: 0.1601 - mean_squared_error: 0.0350 - val_loss: 0.0229 - val_mean_absolute_error: 0.1199 - val_mean_squared_error: 0.0229
Epoch 108/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0327 - mean_absolute_error: 0.1509 - mean_squared_error: 0.0327 - val_loss: 0.0229 - val_mean_absolute_error: 0.1199 - val_mean_squared_error: 0.0229
Epoch 109/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0339 - mean_absolute_error: 0.1542 - mean_squared_error: 0.0339 - val_loss: 0.0229 - val_mean_absolute_error: 0.1198 - val_mean_squared_error: 0.0229
Epoch 110/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0355 - mean_absolute_error: 0.1640 - mean_squared_error: 0.0355 - val_loss: 0.0229 - val_mean_absolute_error: 0.1199 - val_mean_squared_error: 0.0229
Epoch 111/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0357 - mean_absolute_error: 0.1590 - mean_squared_error: 0.0357 - val_loss: 0.0229 - val_mean_absolute_error: 0.1200 - val_mean_squared_error: 0.0229
Epoch 112/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0358 - mean_absolute_error: 0.1616 - mean_squared_error: 0.0358 - val_loss: 0.0230 - val_mean_absolute_error: 0.1203 - val_mean_squared_error: 0.0230
Epoch 113/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0322 - mean_absolute_error: 0.1516 - mean_squared_error: 0.0322 - val_loss: 0.0230 - val_mean_absolute_error: 0.1202 - val_mean_squared_error: 0.0230
Epoch 114/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0358 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0358 - val_loss: 0.0229 - val_mean_absolute_error: 0.1199 - val_mean_squared_error: 0.0229
Epoch 115/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0309 - mean_absolute_error: 0.1513 - mean_squared_error: 0.0309 - val_loss: 0.0228 - val_mean_absolute_error: 0.1197 - val_mean_squared_error: 0.0228
Epoch 116/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0343 - mean_absolute_error: 0.1528 - mean_squared_error: 0.0343 - val_loss: 0.0228 - val_mean_absolute_error: 0.1196 - val_mean_squared_error: 0.0228
Epoch 117/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0282 - mean_absolute_error: 0.1395 - mean_squared_error: 0.0282 - val_loss: 0.0228 - val_mean_absolute_error: 0.1197 - val_mean_squared_error: 0.0228
Epoch 118/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0349 - mean_absolute_error: 0.1505 - mean_squared_error: 0.0349 - val_loss: 0.0228 - val_mean_absolute_error: 0.1198 - val_mean_squared_error: 0.0228
Epoch 119/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0351 - mean_absolute_error: 0.1582 - mean_squared_error: 0.0351 - val_loss: 0.0228 - val_mean_absolute_error: 0.1197 - val_mean_squared_error: 0.0228
Epoch 120/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0317 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0317 - val_loss: 0.0227 - val_mean_absolute_error: 0.1194 - val_mean_squared_error: 0.0227
Epoch 121/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0360 - mean_absolute_error: 0.1629 - mean_squared_error: 0.0360 - val_loss: 0.0227 - val_mean_absolute_error: 0.1195 - val_mean_squared_error: 0.0227
Epoch 122/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0360 - mean_absolute_error: 0.1564 - mean_squared_error: 0.0360 - val_loss: 0.0228 - val_mean_absolute_error: 0.1200 - val_mean_squared_error: 0.0228
Epoch 123/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0388 - mean_absolute_error: 0.1619 - mean_squared_error: 0.0388 - val_loss: 0.0228 - val_mean_absolute_error: 0.1198 - val_mean_squared_error: 0.0228
Epoch 124/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0334 - mean_absolute_error: 0.1490 - mean_squared_error: 0.0334 - val_loss: 0.0227 - val_mean_absolute_error: 0.1196 - val_mean_squared_error: 0.0227
Epoch 125/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0366 - mean_absolute_error: 0.1599 - mean_squared_error: 0.0366 - val_loss: 0.0226 - val_mean_absolute_error: 0.1193 - val_mean_squared_error: 0.0226
Epoch 126/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0409 - mean_absolute_error: 0.1696 - mean_squared_error: 0.0409 - val_loss: 0.0227 - val_mean_absolute_error: 0.1194 - val_mean_squared_error: 0.0227
Epoch 127/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0355 - mean_absolute_error: 0.1607 - mean_squared_error: 0.0355 - val_loss: 0.0226 - val_mean_absolute_error: 0.1194 - val_mean_squared_error: 0.0226
Epoch 128/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0339 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0339 - val_loss: 0.0227 - val_mean_absolute_error: 0.1195 - val_mean_squared_error: 0.0227
Epoch 129/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0320 - mean_absolute_error: 0.1557 - mean_squared_error: 0.0320 - val_loss: 0.0228 - val_mean_absolute_error: 0.1199 - val_mean_squared_error: 0.0228
Epoch 130/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0361 - mean_absolute_error: 0.1615 - mean_squared_error: 0.0361 - val_loss: 0.0227 - val_mean_absolute_error: 0.1197 - val_mean_squared_error: 0.0227
Epoch 131/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0342 - mean_absolute_error: 0.1563 - mean_squared_error: 0.0342 - val_loss: 0.0227 - val_mean_absolute_error: 0.1197 - val_mean_squared_error: 0.0227
Epoch 132/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0353 - mean_absolute_error: 0.1588 - mean_squared_error: 0.0353 - val_loss: 0.0227 - val_mean_absolute_error: 0.1196 - val_mean_squared_error: 0.0227
Epoch 133/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0341 - mean_absolute_error: 0.1565 - mean_squared_error: 0.0341 - val_loss: 0.0226 - val_mean_absolute_error: 0.1196 - val_mean_squared_error: 0.0226
Epoch 134/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0331 - mean_absolute_error: 0.1570 - mean_squared_error: 0.0331 - val_loss: 0.0226 - val_mean_absolute_error: 0.1193 - val_mean_squared_error: 0.0226
Epoch 135/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0368 - mean_absolute_error: 0.1573 - mean_squared_error: 0.0368 - val_loss: 0.0226 - val_mean_absolute_error: 0.1193 - val_mean_squared_error: 0.0226
Epoch 136/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0334 - mean_absolute_error: 0.1534 - mean_squared_error: 0.0334 - val_loss: 0.0226 - val_mean_absolute_error: 0.1193 - val_mean_squared_error: 0.0226
Epoch 137/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0404 - mean_absolute_error: 0.1672 - mean_squared_error: 0.0404 - val_loss: 0.0226 - val_mean_absolute_error: 0.1194 - val_mean_squared_error: 0.0226
Epoch 138/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0365 - mean_absolute_error: 0.1566 - mean_squared_error: 0.0365 - val_loss: 0.0226 - val_mean_absolute_error: 0.1193 - val_mean_squared_error: 0.0226
Epoch 139/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0341 - mean_absolute_error: 0.1580 - mean_squared_error: 0.0341 - val_loss: 0.0225 - val_mean_absolute_error: 0.1190 - val_mean_squared_error: 0.0225
Epoch 140/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0380 - mean_absolute_error: 0.1662 - mean_squared_error: 0.0380 - val_loss: 0.0225 - val_mean_absolute_error: 0.1190 - val_mean_squared_error: 0.0225
Epoch 141/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0338 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0338 - val_loss: 0.0224 - val_mean_absolute_error: 0.1189 - val_mean_squared_error: 0.0224
Epoch 142/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0329 - mean_absolute_error: 0.1498 - mean_squared_error: 0.0329 - val_loss: 0.0224 - val_mean_absolute_error: 0.1189 - val_mean_squared_error: 0.0224
Epoch 143/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0341 - mean_absolute_error: 0.1493 - mean_squared_error: 0.0341 - val_loss: 0.0225 - val_mean_absolute_error: 0.1191 - val_mean_squared_error: 0.0225
Epoch 144/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0340 - mean_absolute_error: 0.1557 - mean_squared_error: 0.0340 - val_loss: 0.0225 - val_mean_absolute_error: 0.1193 - val_mean_squared_error: 0.0225
Epoch 145/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0384 - mean_absolute_error: 0.1672 - mean_squared_error: 0.0384 - val_loss: 0.0225 - val_mean_absolute_error: 0.1191 - val_mean_squared_error: 0.0225
Epoch 146/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0371 - mean_absolute_error: 0.1673 - mean_squared_error: 0.0371 - val_loss: 0.0224 - val_mean_absolute_error: 0.1189 - val_mean_squared_error: 0.0224
Epoch 147/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0364 - mean_absolute_error: 0.1588 - mean_squared_error: 0.0364 - val_loss: 0.0224 - val_mean_absolute_error: 0.1189 - val_mean_squared_error: 0.0224
Epoch 148/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0361 - mean_absolute_error: 0.1622 - mean_squared_error: 0.0361 - val_loss: 0.0224 - val_mean_absolute_error: 0.1191 - val_mean_squared_error: 0.0224
Epoch 149/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0352 - mean_absolute_error: 0.1603 - mean_squared_error: 0.0352 - val_loss: 0.0224 - val_mean_absolute_error: 0.1188 - val_mean_squared_error: 0.0224
Epoch 150/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0382 - mean_absolute_error: 0.1647 - mean_squared_error: 0.0382 - val_loss: 0.0224 - val_mean_absolute_error: 0.1189 - val_mean_squared_error: 0.0224
Epoch 151/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0342 - mean_absolute_error: 0.1550 - mean_squared_error: 0.0342 - val_loss: 0.0223 - val_mean_absolute_error: 0.1187 - val_mean_squared_error: 0.0223
Epoch 152/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0343 - mean_absolute_error: 0.1519 - mean_squared_error: 0.0343 - val_loss: 0.0222 - val_mean_absolute_error: 0.1183 - val_mean_squared_error: 0.0222
Epoch 153/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0397 - mean_absolute_error: 0.1650 - mean_squared_error: 0.0397 - val_loss: 0.0222 - val_mean_absolute_error: 0.1184 - val_mean_squared_error: 0.0222
Epoch 154/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0347 - mean_absolute_error: 0.1560 - mean_squared_error: 0.0347 - val_loss: 0.0222 - val_mean_absolute_error: 0.1185 - val_mean_squared_error: 0.0222
Epoch 155/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0321 - mean_absolute_error: 0.1521 - mean_squared_error: 0.0321 - val_loss: 0.0222 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0222
Epoch 156/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0340 - mean_absolute_error: 0.1570 - mean_squared_error: 0.0340 - val_loss: 0.0222 - val_mean_absolute_error: 0.1185 - val_mean_squared_error: 0.0222
Epoch 157/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0319 - mean_absolute_error: 0.1538 - mean_squared_error: 0.0319 - val_loss: 0.0221 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0221
Epoch 158/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0402 - mean_absolute_error: 0.1669 - mean_squared_error: 0.0402 - val_loss: 0.0222 - val_mean_absolute_error: 0.1185 - val_mean_squared_error: 0.0222
Epoch 159/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0456 - mean_absolute_error: 0.1781 - mean_squared_error: 0.0456 - val_loss: 0.0222 - val_mean_absolute_error: 0.1185 - val_mean_squared_error: 0.0222
Epoch 160/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0323 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0323 - val_loss: 0.0221 - val_mean_absolute_error: 0.1181 - val_mean_squared_error: 0.0221
Epoch 161/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0330 - mean_absolute_error: 0.1507 - mean_squared_error: 0.0330 - val_loss: 0.0222 - val_mean_absolute_error: 0.1184 - val_mean_squared_error: 0.0222
Epoch 162/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0348 - mean_absolute_error: 0.1547 - mean_squared_error: 0.0348 - val_loss: 0.0221 - val_mean_absolute_error: 0.1181 - val_mean_squared_error: 0.0221
Epoch 163/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0348 - mean_absolute_error: 0.1584 - mean_squared_error: 0.0348 - val_loss: 0.0221 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0221
Epoch 164/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0333 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0333 - val_loss: 0.0221 - val_mean_absolute_error: 0.1184 - val_mean_squared_error: 0.0221
Epoch 165/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0326 - val_loss: 0.0220 - val_mean_absolute_error: 0.1180 - val_mean_squared_error: 0.0220
Epoch 166/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0346 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0346 - val_loss: 0.0220 - val_mean_absolute_error: 0.1180 - val_mean_squared_error: 0.0220
Epoch 167/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0370 - mean_absolute_error: 0.1618 - mean_squared_error: 0.0370 - val_loss: 0.0221 - val_mean_absolute_error: 0.1181 - val_mean_squared_error: 0.0221
Epoch 168/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0331 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0331 - val_loss: 0.0221 - val_mean_absolute_error: 0.1185 - val_mean_squared_error: 0.0221
Epoch 169/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0348 - mean_absolute_error: 0.1560 - mean_squared_error: 0.0348 - val_loss: 0.0222 - val_mean_absolute_error: 0.1185 - val_mean_squared_error: 0.0222
Epoch 170/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0295 - mean_absolute_error: 0.1475 - mean_squared_error: 0.0295 - val_loss: 0.0221 - val_mean_absolute_error: 0.1183 - val_mean_squared_error: 0.0221
Epoch 171/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0305 - mean_absolute_error: 0.1469 - mean_squared_error: 0.0305 - val_loss: 0.0220 - val_mean_absolute_error: 0.1179 - val_mean_squared_error: 0.0220
Epoch 172/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0314 - mean_absolute_error: 0.1515 - mean_squared_error: 0.0314 - val_loss: 0.0219 - val_mean_absolute_error: 0.1177 - val_mean_squared_error: 0.0219
Epoch 173/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0333 - mean_absolute_error: 0.1546 - mean_squared_error: 0.0333 - val_loss: 0.0220 - val_mean_absolute_error: 0.1181 - val_mean_squared_error: 0.0220
Epoch 174/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0396 - mean_absolute_error: 0.1701 - mean_squared_error: 0.0396 - val_loss: 0.0220 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0220
Epoch 175/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0321 - mean_absolute_error: 0.1511 - mean_squared_error: 0.0321 - val_loss: 0.0220 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0220
Epoch 176/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0310 - mean_absolute_error: 0.1505 - mean_squared_error: 0.0310 - val_loss: 0.0220 - val_mean_absolute_error: 0.1181 - val_mean_squared_error: 0.0220
Epoch 177/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0400 - mean_absolute_error: 0.1685 - mean_squared_error: 0.0400 - val_loss: 0.0219 - val_mean_absolute_error: 0.1179 - val_mean_squared_error: 0.0219
Epoch 178/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0321 - mean_absolute_error: 0.1536 - mean_squared_error: 0.0321 - val_loss: 0.0220 - val_mean_absolute_error: 0.1180 - val_mean_squared_error: 0.0220
Epoch 179/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0347 - mean_absolute_error: 0.1555 - mean_squared_error: 0.0347 - val_loss: 0.0219 - val_mean_absolute_error: 0.1180 - val_mean_squared_error: 0.0219
Epoch 180/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0346 - mean_absolute_error: 0.1555 - mean_squared_error: 0.0346 - val_loss: 0.0220 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0220
Epoch 181/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1552 - mean_squared_error: 0.0326 - val_loss: 0.0220 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0220
Epoch 182/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0422 - mean_absolute_error: 0.1742 - mean_squared_error: 0.0422 - val_loss: 0.0219 - val_mean_absolute_error: 0.1178 - val_mean_squared_error: 0.0219
Epoch 183/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0369 - mean_absolute_error: 0.1597 - mean_squared_error: 0.0369 - val_loss: 0.0219 - val_mean_absolute_error: 0.1178 - val_mean_squared_error: 0.0219
Epoch 184/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0345 - mean_absolute_error: 0.1542 - mean_squared_error: 0.0345 - val_loss: 0.0219 - val_mean_absolute_error: 0.1180 - val_mean_squared_error: 0.0219
Epoch 185/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0347 - mean_absolute_error: 0.1578 - mean_squared_error: 0.0347 - val_loss: 0.0220 - val_mean_absolute_error: 0.1182 - val_mean_squared_error: 0.0220
Epoch 186/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0326 - val_loss: 0.0219 - val_mean_absolute_error: 0.1181 - val_mean_squared_error: 0.0219
Epoch 187/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0321 - mean_absolute_error: 0.1521 - mean_squared_error: 0.0321 - val_loss: 0.0218 - val_mean_absolute_error: 0.1176 - val_mean_squared_error: 0.0218
Epoch 188/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1451 - mean_squared_error: 0.0302 - val_loss: 0.0218 - val_mean_absolute_error: 0.1175 - val_mean_squared_error: 0.0218
Epoch 189/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0305 - mean_absolute_error: 0.1446 - mean_squared_error: 0.0305 - val_loss: 0.0217 - val_mean_absolute_error: 0.1173 - val_mean_squared_error: 0.0217
Epoch 190/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0314 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0314 - val_loss: 0.0218 - val_mean_absolute_error: 0.1175 - val_mean_squared_error: 0.0218
Epoch 191/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0380 - mean_absolute_error: 0.1692 - mean_squared_error: 0.0380 - val_loss: 0.0217 - val_mean_absolute_error: 0.1172 - val_mean_squared_error: 0.0217
Epoch 192/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0307 - mean_absolute_error: 0.1523 - mean_squared_error: 0.0307 - val_loss: 0.0217 - val_mean_absolute_error: 0.1174 - val_mean_squared_error: 0.0217
Epoch 193/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0376 - mean_absolute_error: 0.1637 - mean_squared_error: 0.0376 - val_loss: 0.0217 - val_mean_absolute_error: 0.1174 - val_mean_squared_error: 0.0217
Epoch 194/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0362 - mean_absolute_error: 0.1611 - mean_squared_error: 0.0362 - val_loss: 0.0218 - val_mean_absolute_error: 0.1178 - val_mean_squared_error: 0.0218
Epoch 195/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0330 - mean_absolute_error: 0.1538 - mean_squared_error: 0.0330 - val_loss: 0.0217 - val_mean_absolute_error: 0.1176 - val_mean_squared_error: 0.0217
Epoch 196/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0376 - mean_absolute_error: 0.1655 - mean_squared_error: 0.0376 - val_loss: 0.0217 - val_mean_absolute_error: 0.1172 - val_mean_squared_error: 0.0217
Epoch 197/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0308 - mean_absolute_error: 0.1497 - mean_squared_error: 0.0308 - val_loss: 0.0217 - val_mean_absolute_error: 0.1174 - val_mean_squared_error: 0.0217
Epoch 198/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0387 - mean_absolute_error: 0.1659 - mean_squared_error: 0.0387 - val_loss: 0.0216 - val_mean_absolute_error: 0.1170 - val_mean_squared_error: 0.0216
Epoch 199/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0378 - mean_absolute_error: 0.1688 - mean_squared_error: 0.0378 - val_loss: 0.0216 - val_mean_absolute_error: 0.1171 - val_mean_squared_error: 0.0216
Epoch 200/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0381 - mean_absolute_error: 0.1655 - mean_squared_error: 0.0381 - val_loss: 0.0216 - val_mean_absolute_error: 0.1172 - val_mean_squared_error: 0.0216
Epoch 201/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0334 - mean_absolute_error: 0.1533 - mean_squared_error: 0.0334 - val_loss: 0.0217 - val_mean_absolute_error: 0.1174 - val_mean_squared_error: 0.0217
Epoch 202/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0381 - mean_absolute_error: 0.1706 - mean_squared_error: 0.0381 - val_loss: 0.0216 - val_mean_absolute_error: 0.1171 - val_mean_squared_error: 0.0216
Epoch 203/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0368 - mean_absolute_error: 0.1622 - mean_squared_error: 0.0368 - val_loss: 0.0216 - val_mean_absolute_error: 0.1173 - val_mean_squared_error: 0.0216
Epoch 204/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0334 - mean_absolute_error: 0.1538 - mean_squared_error: 0.0334 - val_loss: 0.0217 - val_mean_absolute_error: 0.1175 - val_mean_squared_error: 0.0217
Epoch 205/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0349 - mean_absolute_error: 0.1567 - mean_squared_error: 0.0349 - val_loss: 0.0217 - val_mean_absolute_error: 0.1175 - val_mean_squared_error: 0.0217
Epoch 206/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0317 - mean_absolute_error: 0.1462 - mean_squared_error: 0.0317 - val_loss: 0.0217 - val_mean_absolute_error: 0.1176 - val_mean_squared_error: 0.0217
Epoch 207/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1532 - mean_squared_error: 0.0326 - val_loss: 0.0216 - val_mean_absolute_error: 0.1174 - val_mean_squared_error: 0.0216
Epoch 208/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0420 - mean_absolute_error: 0.1713 - mean_squared_error: 0.0420 - val_loss: 0.0216 - val_mean_absolute_error: 0.1174 - val_mean_squared_error: 0.0216
Epoch 209/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0352 - mean_absolute_error: 0.1563 - mean_squared_error: 0.0352 - val_loss: 0.0215 - val_mean_absolute_error: 0.1170 - val_mean_squared_error: 0.0215
Epoch 210/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0297 - mean_absolute_error: 0.1397 - mean_squared_error: 0.0297 - val_loss: 0.0216 - val_mean_absolute_error: 0.1172 - val_mean_squared_error: 0.0216
Epoch 211/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0399 - mean_absolute_error: 0.1686 - mean_squared_error: 0.0399 - val_loss: 0.0215 - val_mean_absolute_error: 0.1168 - val_mean_squared_error: 0.0215
Epoch 212/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0393 - mean_absolute_error: 0.1649 - mean_squared_error: 0.0393 - val_loss: 0.0215 - val_mean_absolute_error: 0.1171 - val_mean_squared_error: 0.0215
Epoch 213/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0367 - mean_absolute_error: 0.1642 - mean_squared_error: 0.0367 - val_loss: 0.0215 - val_mean_absolute_error: 0.1167 - val_mean_squared_error: 0.0215
Epoch 214/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0306 - mean_absolute_error: 0.1460 - mean_squared_error: 0.0306 - val_loss: 0.0215 - val_mean_absolute_error: 0.1171 - val_mean_squared_error: 0.0215
Epoch 215/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0296 - mean_absolute_error: 0.1462 - mean_squared_error: 0.0296 - val_loss: 0.0215 - val_mean_absolute_error: 0.1170 - val_mean_squared_error: 0.0215
Epoch 216/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1421 - mean_squared_error: 0.0293 - val_loss: 0.0215 - val_mean_absolute_error: 0.1169 - val_mean_squared_error: 0.0215
Epoch 217/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0310 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0310 - val_loss: 0.0215 - val_mean_absolute_error: 0.1171 - val_mean_squared_error: 0.0215
Epoch 218/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0371 - mean_absolute_error: 0.1619 - mean_squared_error: 0.0371 - val_loss: 0.0215 - val_mean_absolute_error: 0.1170 - val_mean_squared_error: 0.0215
Epoch 219/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0348 - mean_absolute_error: 0.1568 - mean_squared_error: 0.0348 - val_loss: 0.0214 - val_mean_absolute_error: 0.1168 - val_mean_squared_error: 0.0214
Epoch 220/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0337 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0337 - val_loss: 0.0214 - val_mean_absolute_error: 0.1169 - val_mean_squared_error: 0.0214
Epoch 221/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0324 - mean_absolute_error: 0.1531 - mean_squared_error: 0.0324 - val_loss: 0.0214 - val_mean_absolute_error: 0.1169 - val_mean_squared_error: 0.0214
Epoch 222/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0374 - mean_absolute_error: 0.1655 - mean_squared_error: 0.0374 - val_loss: 0.0215 - val_mean_absolute_error: 0.1170 - val_mean_squared_error: 0.0215
Epoch 223/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0381 - mean_absolute_error: 0.1607 - mean_squared_error: 0.0381 - val_loss: 0.0214 - val_mean_absolute_error: 0.1170 - val_mean_squared_error: 0.0214
Epoch 224/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0329 - mean_absolute_error: 0.1541 - mean_squared_error: 0.0329 - val_loss: 0.0214 - val_mean_absolute_error: 0.1167 - val_mean_squared_error: 0.0214
Epoch 225/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0367 - mean_absolute_error: 0.1647 - mean_squared_error: 0.0367 - val_loss: 0.0213 - val_mean_absolute_error: 0.1163 - val_mean_squared_error: 0.0213
Epoch 226/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0359 - mean_absolute_error: 0.1617 - mean_squared_error: 0.0359 - val_loss: 0.0213 - val_mean_absolute_error: 0.1165 - val_mean_squared_error: 0.0213
Epoch 227/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0325 - mean_absolute_error: 0.1518 - mean_squared_error: 0.0325 - val_loss: 0.0213 - val_mean_absolute_error: 0.1165 - val_mean_squared_error: 0.0213
Epoch 228/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0324 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0324 - val_loss: 0.0213 - val_mean_absolute_error: 0.1166 - val_mean_squared_error: 0.0213
Epoch 229/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0352 - mean_absolute_error: 0.1569 - mean_squared_error: 0.0352 - val_loss: 0.0214 - val_mean_absolute_error: 0.1169 - val_mean_squared_error: 0.0214
Epoch 230/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0370 - mean_absolute_error: 0.1621 - mean_squared_error: 0.0370 - val_loss: 0.0213 - val_mean_absolute_error: 0.1166 - val_mean_squared_error: 0.0213
Epoch 231/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0268 - mean_absolute_error: 0.1342 - mean_squared_error: 0.0268 - val_loss: 0.0213 - val_mean_absolute_error: 0.1167 - val_mean_squared_error: 0.0213
Epoch 232/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1466 - mean_squared_error: 0.0293 - val_loss: 0.0213 - val_mean_absolute_error: 0.1166 - val_mean_squared_error: 0.0213
Epoch 233/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0311 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0311 - val_loss: 0.0213 - val_mean_absolute_error: 0.1167 - val_mean_squared_error: 0.0213
Epoch 234/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0397 - mean_absolute_error: 0.1692 - mean_squared_error: 0.0397 - val_loss: 0.0213 - val_mean_absolute_error: 0.1165 - val_mean_squared_error: 0.0213
Epoch 235/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0327 - mean_absolute_error: 0.1531 - mean_squared_error: 0.0327 - val_loss: 0.0213 - val_mean_absolute_error: 0.1165 - val_mean_squared_error: 0.0213
Epoch 236/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0327 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0327 - val_loss: 0.0213 - val_mean_absolute_error: 0.1165 - val_mean_squared_error: 0.0213
Epoch 237/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0355 - mean_absolute_error: 0.1578 - mean_squared_error: 0.0355 - val_loss: 0.0213 - val_mean_absolute_error: 0.1166 - val_mean_squared_error: 0.0213
Epoch 238/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0330 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0330 - val_loss: 0.0213 - val_mean_absolute_error: 0.1167 - val_mean_squared_error: 0.0213
Epoch 239/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0371 - mean_absolute_error: 0.1636 - mean_squared_error: 0.0371 - val_loss: 0.0213 - val_mean_absolute_error: 0.1166 - val_mean_squared_error: 0.0213
Epoch 240/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0342 - mean_absolute_error: 0.1546 - mean_squared_error: 0.0342 - val_loss: 0.0212 - val_mean_absolute_error: 0.1164 - val_mean_squared_error: 0.0212
Epoch 241/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0366 - mean_absolute_error: 0.1595 - mean_squared_error: 0.0366 - val_loss: 0.0212 - val_mean_absolute_error: 0.1163 - val_mean_squared_error: 0.0212
Epoch 242/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0354 - mean_absolute_error: 0.1585 - mean_squared_error: 0.0354 - val_loss: 0.0212 - val_mean_absolute_error: 0.1163 - val_mean_squared_error: 0.0212
Epoch 243/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0382 - mean_absolute_error: 0.1684 - mean_squared_error: 0.0382 - val_loss: 0.0212 - val_mean_absolute_error: 0.1166 - val_mean_squared_error: 0.0212
Epoch 244/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0394 - mean_absolute_error: 0.1652 - mean_squared_error: 0.0394 - val_loss: 0.0212 - val_mean_absolute_error: 0.1165 - val_mean_squared_error: 0.0212
Epoch 245/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1470 - mean_squared_error: 0.0302 - val_loss: 0.0211 - val_mean_absolute_error: 0.1159 - val_mean_squared_error: 0.0211
Epoch 246/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0358 - mean_absolute_error: 0.1587 - mean_squared_error: 0.0358 - val_loss: 0.0211 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0211
Epoch 247/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0353 - mean_absolute_error: 0.1624 - mean_squared_error: 0.0353 - val_loss: 0.0211 - val_mean_absolute_error: 0.1160 - val_mean_squared_error: 0.0211
Epoch 248/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0367 - mean_absolute_error: 0.1654 - mean_squared_error: 0.0367 - val_loss: 0.0211 - val_mean_absolute_error: 0.1160 - val_mean_squared_error: 0.0211
Epoch 249/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0300 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0300 - val_loss: 0.0210 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0210
Epoch 250/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0282 - mean_absolute_error: 0.1343 - mean_squared_error: 0.0282 - val_loss: 0.0210 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0210
Epoch 251/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0383 - mean_absolute_error: 0.1639 - mean_squared_error: 0.0383 - val_loss: 0.0210 - val_mean_absolute_error: 0.1157 - val_mean_squared_error: 0.0210
Epoch 252/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0311 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0311 - val_loss: 0.0210 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0210
Epoch 253/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0340 - mean_absolute_error: 0.1580 - mean_squared_error: 0.0340 - val_loss: 0.0210 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0210
Epoch 254/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0295 - mean_absolute_error: 0.1458 - mean_squared_error: 0.0295 - val_loss: 0.0210 - val_mean_absolute_error: 0.1157 - val_mean_squared_error: 0.0210
Epoch 255/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0382 - mean_absolute_error: 0.1645 - mean_squared_error: 0.0382 - val_loss: 0.0210 - val_mean_absolute_error: 0.1157 - val_mean_squared_error: 0.0210
Epoch 256/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0309 - mean_absolute_error: 0.1502 - mean_squared_error: 0.0309 - val_loss: 0.0210 - val_mean_absolute_error: 0.1159 - val_mean_squared_error: 0.0210
Epoch 257/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0271 - mean_absolute_error: 0.1392 - mean_squared_error: 0.0271 - val_loss: 0.0210 - val_mean_absolute_error: 0.1157 - val_mean_squared_error: 0.0210
Epoch 258/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0346 - mean_absolute_error: 0.1576 - mean_squared_error: 0.0346 - val_loss: 0.0209 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0209
Epoch 259/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0366 - mean_absolute_error: 0.1636 - mean_squared_error: 0.0366 - val_loss: 0.0210 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0210
Epoch 260/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0312 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0312 - val_loss: 0.0210 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0210
Epoch 261/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0363 - mean_absolute_error: 0.1656 - mean_squared_error: 0.0363 - val_loss: 0.0210 - val_mean_absolute_error: 0.1159 - val_mean_squared_error: 0.0210
Epoch 262/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0337 - mean_absolute_error: 0.1539 - mean_squared_error: 0.0337 - val_loss: 0.0209 - val_mean_absolute_error: 0.1157 - val_mean_squared_error: 0.0209
Epoch 263/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0312 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0312 - val_loss: 0.0209 - val_mean_absolute_error: 0.1154 - val_mean_squared_error: 0.0209
Epoch 264/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0382 - mean_absolute_error: 0.1622 - mean_squared_error: 0.0382 - val_loss: 0.0208 - val_mean_absolute_error: 0.1153 - val_mean_squared_error: 0.0208
Epoch 265/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0308 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0308 - val_loss: 0.0209 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0209
Epoch 266/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0419 - mean_absolute_error: 0.1761 - mean_squared_error: 0.0419 - val_loss: 0.0209 - val_mean_absolute_error: 0.1155 - val_mean_squared_error: 0.0209
Epoch 267/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0359 - mean_absolute_error: 0.1623 - mean_squared_error: 0.0359 - val_loss: 0.0209 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0209
Epoch 268/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0333 - mean_absolute_error: 0.1520 - mean_squared_error: 0.0333 - val_loss: 0.0209 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0209
Epoch 269/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0300 - mean_absolute_error: 0.1449 - mean_squared_error: 0.0300 - val_loss: 0.0209 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0209
Epoch 270/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0350 - mean_absolute_error: 0.1599 - mean_squared_error: 0.0350 - val_loss: 0.0209 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0209
Epoch 271/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0301 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0301 - val_loss: 0.0208 - val_mean_absolute_error: 0.1154 - val_mean_squared_error: 0.0208
Epoch 272/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0346 - mean_absolute_error: 0.1567 - mean_squared_error: 0.0346 - val_loss: 0.0208 - val_mean_absolute_error: 0.1152 - val_mean_squared_error: 0.0208
Epoch 273/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0311 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0311 - val_loss: 0.0208 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0208
Epoch 274/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0346 - mean_absolute_error: 0.1566 - mean_squared_error: 0.0346 - val_loss: 0.0208 - val_mean_absolute_error: 0.1155 - val_mean_squared_error: 0.0208
Epoch 275/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0368 - mean_absolute_error: 0.1649 - mean_squared_error: 0.0368 - val_loss: 0.0209 - val_mean_absolute_error: 0.1158 - val_mean_squared_error: 0.0209
Epoch 276/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0391 - mean_absolute_error: 0.1666 - mean_squared_error: 0.0391 - val_loss: 0.0209 - val_mean_absolute_error: 0.1157 - val_mean_squared_error: 0.0209
Epoch 277/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0325 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0325 - val_loss: 0.0208 - val_mean_absolute_error: 0.1156 - val_mean_squared_error: 0.0208
Epoch 278/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1511 - mean_squared_error: 0.0326 - val_loss: 0.0207 - val_mean_absolute_error: 0.1151 - val_mean_squared_error: 0.0207
Epoch 279/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0350 - mean_absolute_error: 0.1620 - mean_squared_error: 0.0350 - val_loss: 0.0208 - val_mean_absolute_error: 0.1154 - val_mean_squared_error: 0.0208
Epoch 280/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0305 - mean_absolute_error: 0.1481 - mean_squared_error: 0.0305 - val_loss: 0.0208 - val_mean_absolute_error: 0.1154 - val_mean_squared_error: 0.0208
Epoch 281/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0310 - mean_absolute_error: 0.1501 - mean_squared_error: 0.0310 - val_loss: 0.0208 - val_mean_absolute_error: 0.1154 - val_mean_squared_error: 0.0208
Epoch 282/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1418 - mean_squared_error: 0.0293 - val_loss: 0.0207 - val_mean_absolute_error: 0.1151 - val_mean_squared_error: 0.0207
Epoch 283/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0318 - mean_absolute_error: 0.1526 - mean_squared_error: 0.0318 - val_loss: 0.0207 - val_mean_absolute_error: 0.1152 - val_mean_squared_error: 0.0207
Epoch 284/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0294 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0294 - val_loss: 0.0207 - val_mean_absolute_error: 0.1154 - val_mean_squared_error: 0.0207
Epoch 285/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0302 - mean_absolute_error: 0.1458 - mean_squared_error: 0.0302 - val_loss: 0.0207 - val_mean_absolute_error: 0.1151 - val_mean_squared_error: 0.0207
Epoch 286/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 9ms/step - loss: 0.0350 - mean_absolute_error: 0.1582 - mean_squared_error: 0.0350 - val_loss: 0.0207 - val_mean_absolute_error: 0.1153 - val_mean_squared_error: 0.0207
Epoch 287/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0357 - mean_absolute_error: 0.1594 - mean_squared_error: 0.0357 - val_loss: 0.0207 - val_mean_absolute_error: 0.1151 - val_mean_squared_error: 0.0207
Epoch 288/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0372 - mean_absolute_error: 0.1681 - mean_squared_error: 0.0372 - val_loss: 0.0207 - val_mean_absolute_error: 0.1152 - val_mean_squared_error: 0.0207
Epoch 289/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0346 - mean_absolute_error: 0.1596 - mean_squared_error: 0.0346 - val_loss: 0.0207 - val_mean_absolute_error: 0.1152 - val_mean_squared_error: 0.0207
Epoch 290/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0355 - mean_absolute_error: 0.1601 - mean_squared_error: 0.0355 - val_loss: 0.0206 - val_mean_absolute_error: 0.1150 - val_mean_squared_error: 0.0206
Epoch 291/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0318 - mean_absolute_error: 0.1521 - mean_squared_error: 0.0318 - val_loss: 0.0206 - val_mean_absolute_error: 0.1148 - val_mean_squared_error: 0.0206
Epoch 292/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0380 - mean_absolute_error: 0.1640 - mean_squared_error: 0.0380 - val_loss: 0.0206 - val_mean_absolute_error: 0.1148 - val_mean_squared_error: 0.0206
Epoch 293/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0336 - mean_absolute_error: 0.1509 - mean_squared_error: 0.0336 - val_loss: 0.0206 - val_mean_absolute_error: 0.1149 - val_mean_squared_error: 0.0206
Epoch 294/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0311 - mean_absolute_error: 0.1526 - mean_squared_error: 0.0311 - val_loss: 0.0206 - val_mean_absolute_error: 0.1148 - val_mean_squared_error: 0.0206
Epoch 295/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0350 - mean_absolute_error: 0.1612 - mean_squared_error: 0.0350 - val_loss: 0.0206 - val_mean_absolute_error: 0.1150 - val_mean_squared_error: 0.0206
Epoch 296/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0343 - mean_absolute_error: 0.1594 - mean_squared_error: 0.0343 - val_loss: 0.0206 - val_mean_absolute_error: 0.1150 - val_mean_squared_error: 0.0206
Epoch 297/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0304 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0304 - val_loss: 0.0205 - val_mean_absolute_error: 0.1148 - val_mean_squared_error: 0.0205
Epoch 298/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0318 - val_loss: 0.0205 - val_mean_absolute_error: 0.1145 - val_mean_squared_error: 0.0205
Epoch 299/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0304 - mean_absolute_error: 0.1484 - mean_squared_error: 0.0304 - val_loss: 0.0205 - val_mean_absolute_error: 0.1145 - val_mean_squared_error: 0.0205
Epoch 300/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0280 - mean_absolute_error: 0.1420 - mean_squared_error: 0.0280 - val_loss: 0.0205 - val_mean_absolute_error: 0.1146 - val_mean_squared_error: 0.0205
Epoch 301/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0306 - mean_absolute_error: 0.1525 - mean_squared_error: 0.0306 - val_loss: 0.0205 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0205
Epoch 302/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0339 - mean_absolute_error: 0.1559 - mean_squared_error: 0.0339 - val_loss: 0.0205 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0205
Epoch 303/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1420 - mean_squared_error: 0.0300 - val_loss: 0.0205 - val_mean_absolute_error: 0.1146 - val_mean_squared_error: 0.0205
Epoch 304/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1537 - mean_squared_error: 0.0326 - val_loss: 0.0205 - val_mean_absolute_error: 0.1147 - val_mean_squared_error: 0.0205
Epoch 305/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0312 - mean_absolute_error: 0.1497 - mean_squared_error: 0.0312 - val_loss: 0.0204 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0204
Epoch 306/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0391 - mean_absolute_error: 0.1676 - mean_squared_error: 0.0391 - val_loss: 0.0204 - val_mean_absolute_error: 0.1145 - val_mean_squared_error: 0.0204
Epoch 307/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0330 - mean_absolute_error: 0.1547 - mean_squared_error: 0.0330 - val_loss: 0.0204 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0204
Epoch 308/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1478 - mean_squared_error: 0.0311 - val_loss: 0.0204 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0204
Epoch 309/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0303 - mean_absolute_error: 0.1495 - mean_squared_error: 0.0303 - val_loss: 0.0204 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0204
Epoch 310/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0343 - mean_absolute_error: 0.1587 - mean_squared_error: 0.0343 - val_loss: 0.0204 - val_mean_absolute_error: 0.1143 - val_mean_squared_error: 0.0204
Epoch 311/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0374 - mean_absolute_error: 0.1606 - mean_squared_error: 0.0374 - val_loss: 0.0204 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0204
Epoch 312/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0308 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0308 - val_loss: 0.0204 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0204
Epoch 313/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0306 - mean_absolute_error: 0.1481 - mean_squared_error: 0.0306 - val_loss: 0.0204 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0204
Epoch 314/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0371 - mean_absolute_error: 0.1642 - mean_squared_error: 0.0371 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 315/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0328 - mean_absolute_error: 0.1514 - mean_squared_error: 0.0328 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 316/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0382 - mean_absolute_error: 0.1686 - mean_squared_error: 0.0382 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 317/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1477 - mean_squared_error: 0.0308 - val_loss: 0.0203 - val_mean_absolute_error: 0.1141 - val_mean_squared_error: 0.0203
Epoch 318/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1519 - mean_squared_error: 0.0318 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 319/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0329 - mean_absolute_error: 0.1530 - mean_squared_error: 0.0329 - val_loss: 0.0204 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0204
Epoch 320/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0338 - mean_absolute_error: 0.1561 - mean_squared_error: 0.0338 - val_loss: 0.0203 - val_mean_absolute_error: 0.1143 - val_mean_squared_error: 0.0203
Epoch 321/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0336 - mean_absolute_error: 0.1541 - mean_squared_error: 0.0336 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 322/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0318 - val_loss: 0.0203 - val_mean_absolute_error: 0.1143 - val_mean_squared_error: 0.0203
Epoch 323/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0323 - mean_absolute_error: 0.1549 - mean_squared_error: 0.0323 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 324/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0338 - mean_absolute_error: 0.1514 - mean_squared_error: 0.0338 - val_loss: 0.0203 - val_mean_absolute_error: 0.1144 - val_mean_squared_error: 0.0203
Epoch 325/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0358 - mean_absolute_error: 0.1633 - mean_squared_error: 0.0358 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 326/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0288 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0288 - val_loss: 0.0202 - val_mean_absolute_error: 0.1140 - val_mean_squared_error: 0.0202
Epoch 327/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0348 - mean_absolute_error: 0.1567 - mean_squared_error: 0.0348 - val_loss: 0.0202 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0202
Epoch 328/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0292 - mean_absolute_error: 0.1426 - mean_squared_error: 0.0292 - val_loss: 0.0202 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0202
Epoch 329/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0344 - mean_absolute_error: 0.1569 - mean_squared_error: 0.0344 - val_loss: 0.0202 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0202
Epoch 330/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0324 - mean_absolute_error: 0.1548 - mean_squared_error: 0.0324 - val_loss: 0.0202 - val_mean_absolute_error: 0.1140 - val_mean_squared_error: 0.0202
Epoch 331/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0336 - mean_absolute_error: 0.1540 - mean_squared_error: 0.0336 - val_loss: 0.0203 - val_mean_absolute_error: 0.1142 - val_mean_squared_error: 0.0203
Epoch 332/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1431 - mean_squared_error: 0.0284 - val_loss: 0.0202 - val_mean_absolute_error: 0.1140 - val_mean_squared_error: 0.0202
Epoch 333/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0332 - mean_absolute_error: 0.1545 - mean_squared_error: 0.0332 - val_loss: 0.0202 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0202
Epoch 334/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0265 - mean_absolute_error: 0.1373 - mean_squared_error: 0.0265 - val_loss: 0.0202 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0202
Epoch 335/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0310 - mean_absolute_error: 0.1517 - mean_squared_error: 0.0310 - val_loss: 0.0202 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0202
Epoch 336/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0303 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0303 - val_loss: 0.0201 - val_mean_absolute_error: 0.1138 - val_mean_squared_error: 0.0201
Epoch 337/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0307 - mean_absolute_error: 0.1462 - mean_squared_error: 0.0307 - val_loss: 0.0202 - val_mean_absolute_error: 0.1140 - val_mean_squared_error: 0.0202
Epoch 338/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0310 - mean_absolute_error: 0.1484 - mean_squared_error: 0.0310 - val_loss: 0.0202 - val_mean_absolute_error: 0.1141 - val_mean_squared_error: 0.0202
Epoch 339/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0354 - mean_absolute_error: 0.1602 - mean_squared_error: 0.0354 - val_loss: 0.0202 - val_mean_absolute_error: 0.1140 - val_mean_squared_error: 0.0202
Epoch 340/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0348 - mean_absolute_error: 0.1582 - mean_squared_error: 0.0348 - val_loss: 0.0201 - val_mean_absolute_error: 0.1138 - val_mean_squared_error: 0.0201
Epoch 341/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0321 - mean_absolute_error: 0.1522 - mean_squared_error: 0.0321 - val_loss: 0.0202 - val_mean_absolute_error: 0.1140 - val_mean_squared_error: 0.0202
Epoch 342/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0281 - mean_absolute_error: 0.1378 - mean_squared_error: 0.0281 - val_loss: 0.0202 - val_mean_absolute_error: 0.1141 - val_mean_squared_error: 0.0202
Epoch 343/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0388 - mean_absolute_error: 0.1667 - mean_squared_error: 0.0388 - val_loss: 0.0201 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0201
Epoch 344/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0309 - mean_absolute_error: 0.1505 - mean_squared_error: 0.0309 - val_loss: 0.0202 - val_mean_absolute_error: 0.1141 - val_mean_squared_error: 0.0202
Epoch 345/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1435 - mean_squared_error: 0.0274 - val_loss: 0.0201 - val_mean_absolute_error: 0.1139 - val_mean_squared_error: 0.0201
Epoch 346/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0339 - mean_absolute_error: 0.1538 - mean_squared_error: 0.0339 - val_loss: 0.0201 - val_mean_absolute_error: 0.1137 - val_mean_squared_error: 0.0201
Epoch 347/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0342 - mean_absolute_error: 0.1537 - mean_squared_error: 0.0342 - val_loss: 0.0200 - val_mean_absolute_error: 0.1136 - val_mean_squared_error: 0.0200
Epoch 348/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1404 - mean_squared_error: 0.0282 - val_loss: 0.0201 - val_mean_absolute_error: 0.1137 - val_mean_squared_error: 0.0201
Epoch 349/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0365 - mean_absolute_error: 0.1654 - mean_squared_error: 0.0365 - val_loss: 0.0201 - val_mean_absolute_error: 0.1137 - val_mean_squared_error: 0.0201
Epoch 350/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0292 - mean_absolute_error: 0.1465 - mean_squared_error: 0.0292 - val_loss: 0.0201 - val_mean_absolute_error: 0.1137 - val_mean_squared_error: 0.0201
Epoch 351/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0344 - mean_absolute_error: 0.1527 - mean_squared_error: 0.0344 - val_loss: 0.0200 - val_mean_absolute_error: 0.1136 - val_mean_squared_error: 0.0200
Epoch 352/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1590 - mean_squared_error: 0.0335 - val_loss: 0.0201 - val_mean_absolute_error: 0.1138 - val_mean_squared_error: 0.0201
Epoch 353/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0314 - mean_absolute_error: 0.1491 - mean_squared_error: 0.0314 - val_loss: 0.0201 - val_mean_absolute_error: 0.1138 - val_mean_squared_error: 0.0201
Epoch 354/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0363 - mean_absolute_error: 0.1603 - mean_squared_error: 0.0363 - val_loss: 0.0201 - val_mean_absolute_error: 0.1138 - val_mean_squared_error: 0.0201
Epoch 355/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0288 - mean_absolute_error: 0.1442 - mean_squared_error: 0.0288 - val_loss: 0.0200 - val_mean_absolute_error: 0.1137 - val_mean_squared_error: 0.0200
Epoch 356/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1440 - mean_squared_error: 0.0300 - val_loss: 0.0200 - val_mean_absolute_error: 0.1138 - val_mean_squared_error: 0.0200
Epoch 357/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0343 - mean_absolute_error: 0.1565 - mean_squared_error: 0.0343 - val_loss: 0.0200 - val_mean_absolute_error: 0.1135 - val_mean_squared_error: 0.0200
Epoch 358/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0325 - mean_absolute_error: 0.1535 - mean_squared_error: 0.0325 - val_loss: 0.0200 - val_mean_absolute_error: 0.1135 - val_mean_squared_error: 0.0200
Epoch 359/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0372 - mean_absolute_error: 0.1604 - mean_squared_error: 0.0372 - val_loss: 0.0200 - val_mean_absolute_error: 0.1135 - val_mean_squared_error: 0.0200
Epoch 360/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0338 - mean_absolute_error: 0.1602 - mean_squared_error: 0.0338 - val_loss: 0.0200 - val_mean_absolute_error: 0.1137 - val_mean_squared_error: 0.0200
Epoch 361/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0365 - mean_absolute_error: 0.1646 - mean_squared_error: 0.0365 - val_loss: 0.0200 - val_mean_absolute_error: 0.1136 - val_mean_squared_error: 0.0200
Epoch 362/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0373 - mean_absolute_error: 0.1669 - mean_squared_error: 0.0373 - val_loss: 0.0199 - val_mean_absolute_error: 0.1134 - val_mean_squared_error: 0.0199
Epoch 363/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0351 - mean_absolute_error: 0.1626 - mean_squared_error: 0.0351 - val_loss: 0.0199 - val_mean_absolute_error: 0.1135 - val_mean_squared_error: 0.0199
Epoch 364/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1434 - mean_squared_error: 0.0293 - val_loss: 0.0200 - val_mean_absolute_error: 0.1135 - val_mean_squared_error: 0.0200
Epoch 365/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1537 - mean_squared_error: 0.0332 - val_loss: 0.0199 - val_mean_absolute_error: 0.1134 - val_mean_squared_error: 0.0199
Epoch 366/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0339 - mean_absolute_error: 0.1555 - mean_squared_error: 0.0339 - val_loss: 0.0199 - val_mean_absolute_error: 0.1134 - val_mean_squared_error: 0.0199
Epoch 367/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0346 - mean_absolute_error: 0.1625 - mean_squared_error: 0.0346 - val_loss: 0.0199 - val_mean_absolute_error: 0.1134 - val_mean_squared_error: 0.0199
Epoch 368/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1478 - mean_squared_error: 0.0297 - val_loss: 0.0198 - val_mean_absolute_error: 0.1133 - val_mean_squared_error: 0.0198
Epoch 369/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0280 - val_loss: 0.0198 - val_mean_absolute_error: 0.1133 - val_mean_squared_error: 0.0198
Epoch 370/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0367 - mean_absolute_error: 0.1626 - mean_squared_error: 0.0367 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 371/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0331 - mean_absolute_error: 0.1557 - mean_squared_error: 0.0331 - val_loss: 0.0198 - val_mean_absolute_error: 0.1133 - val_mean_squared_error: 0.0198
Epoch 372/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0251 - mean_absolute_error: 0.1342 - mean_squared_error: 0.0251 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 373/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0370 - mean_absolute_error: 0.1639 - mean_squared_error: 0.0370 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 374/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1425 - mean_squared_error: 0.0283 - val_loss: 0.0198 - val_mean_absolute_error: 0.1133 - val_mean_squared_error: 0.0198
Epoch 375/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0338 - mean_absolute_error: 0.1543 - mean_squared_error: 0.0338 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 376/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0359 - mean_absolute_error: 0.1578 - mean_squared_error: 0.0359 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 377/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0321 - mean_absolute_error: 0.1542 - mean_squared_error: 0.0321 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 378/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0303 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 379/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0314 - mean_absolute_error: 0.1498 - mean_squared_error: 0.0314 - val_loss: 0.0198 - val_mean_absolute_error: 0.1132 - val_mean_squared_error: 0.0198
Epoch 380/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0355 - mean_absolute_error: 0.1659 - mean_squared_error: 0.0355 - val_loss: 0.0197 - val_mean_absolute_error: 0.1131 - val_mean_squared_error: 0.0197
Epoch 381/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0346 - mean_absolute_error: 0.1608 - mean_squared_error: 0.0346 - val_loss: 0.0197 - val_mean_absolute_error: 0.1131 - val_mean_squared_error: 0.0197
Epoch 382/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1427 - mean_squared_error: 0.0286 - val_loss: 0.0197 - val_mean_absolute_error: 0.1129 - val_mean_squared_error: 0.0197
Epoch 383/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1487 - mean_squared_error: 0.0311 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 384/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0289 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0289 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 385/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0369 - mean_absolute_error: 0.1613 - mean_squared_error: 0.0369 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 386/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0316 - mean_absolute_error: 0.1534 - mean_squared_error: 0.0316 - val_loss: 0.0197 - val_mean_absolute_error: 0.1129 - val_mean_squared_error: 0.0197
Epoch 387/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0359 - mean_absolute_error: 0.1553 - mean_squared_error: 0.0359 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 388/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0343 - mean_absolute_error: 0.1564 - mean_squared_error: 0.0343 - val_loss: 0.0197 - val_mean_absolute_error: 0.1131 - val_mean_squared_error: 0.0197
Epoch 389/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0305 - val_loss: 0.0197 - val_mean_absolute_error: 0.1131 - val_mean_squared_error: 0.0197
Epoch 390/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0346 - mean_absolute_error: 0.1643 - mean_squared_error: 0.0346 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 391/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0268 - mean_absolute_error: 0.1346 - mean_squared_error: 0.0268 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 392/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0316 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0316 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 393/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0329 - mean_absolute_error: 0.1533 - mean_squared_error: 0.0329 - val_loss: 0.0197 - val_mean_absolute_error: 0.1130 - val_mean_squared_error: 0.0197
Epoch 394/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0329 - mean_absolute_error: 0.1507 - mean_squared_error: 0.0329 - val_loss: 0.0196 - val_mean_absolute_error: 0.1129 - val_mean_squared_error: 0.0196
Epoch 395/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1444 - mean_squared_error: 0.0284 - val_loss: 0.0197 - val_mean_absolute_error: 0.1129 - val_mean_squared_error: 0.0197
Epoch 396/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0317 - val_loss: 0.0196 - val_mean_absolute_error: 0.1129 - val_mean_squared_error: 0.0196
Epoch 397/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0359 - mean_absolute_error: 0.1611 - mean_squared_error: 0.0359 - val_loss: 0.0196 - val_mean_absolute_error: 0.1129 - val_mean_squared_error: 0.0196
Epoch 398/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1491 - mean_squared_error: 0.0317 - val_loss: 0.0196 - val_mean_absolute_error: 0.1128 - val_mean_squared_error: 0.0196
Epoch 399/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0392 - mean_absolute_error: 0.1639 - mean_squared_error: 0.0392 - val_loss: 0.0196 - val_mean_absolute_error: 0.1128 - val_mean_squared_error: 0.0196
Epoch 400/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0287 - mean_absolute_error: 0.1414 - mean_squared_error: 0.0287 - val_loss: 0.0196 - val_mean_absolute_error: 0.1128 - val_mean_squared_error: 0.0196
Epoch 401/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0341 - mean_absolute_error: 0.1561 - mean_squared_error: 0.0341 - val_loss: 0.0196 - val_mean_absolute_error: 0.1129 - val_mean_squared_error: 0.0196
Epoch 402/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1522 - mean_squared_error: 0.0318 - val_loss: 0.0195 - val_mean_absolute_error: 0.1127 - val_mean_squared_error: 0.0195
Epoch 403/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1535 - mean_squared_error: 0.0319 - val_loss: 0.0196 - val_mean_absolute_error: 0.1128 - val_mean_squared_error: 0.0196
Epoch 404/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1458 - mean_squared_error: 0.0283 - val_loss: 0.0196 - val_mean_absolute_error: 0.1128 - val_mean_squared_error: 0.0196
Epoch 405/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0301 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0301 - val_loss: 0.0195 - val_mean_absolute_error: 0.1127 - val_mean_squared_error: 0.0195
Epoch 406/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0261 - mean_absolute_error: 0.1342 - mean_squared_error: 0.0261 - val_loss: 0.0196 - val_mean_absolute_error: 0.1128 - val_mean_squared_error: 0.0196
Epoch 407/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1461 - mean_squared_error: 0.0292 - val_loss: 0.0195 - val_mean_absolute_error: 0.1127 - val_mean_squared_error: 0.0195
Epoch 408/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0253 - mean_absolute_error: 0.1324 - mean_squared_error: 0.0253 - val_loss: 0.0195 - val_mean_absolute_error: 0.1127 - val_mean_squared_error: 0.0195
Epoch 409/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0383 - mean_absolute_error: 0.1693 - mean_squared_error: 0.0383 - val_loss: 0.0196 - val_mean_absolute_error: 0.1128 - val_mean_squared_error: 0.0196
Epoch 410/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0293 - val_loss: 0.0195 - val_mean_absolute_error: 0.1127 - val_mean_squared_error: 0.0195
Epoch 411/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0325 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0325 - val_loss: 0.0195 - val_mean_absolute_error: 0.1127 - val_mean_squared_error: 0.0195
Epoch 412/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0324 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0324 - val_loss: 0.0194 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0194
Epoch 413/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0312 - mean_absolute_error: 0.1452 - mean_squared_error: 0.0312 - val_loss: 0.0195 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0195
Epoch 414/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0298 - mean_absolute_error: 0.1448 - mean_squared_error: 0.0298 - val_loss: 0.0195 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0195
Epoch 415/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0283 - val_loss: 0.0194 - val_mean_absolute_error: 0.1125 - val_mean_squared_error: 0.0194
Epoch 416/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0312 - mean_absolute_error: 0.1531 - mean_squared_error: 0.0312 - val_loss: 0.0194 - val_mean_absolute_error: 0.1125 - val_mean_squared_error: 0.0194
Epoch 417/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0347 - mean_absolute_error: 0.1587 - mean_squared_error: 0.0347 - val_loss: 0.0194 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0194
Epoch 418/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0271 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0271 - val_loss: 0.0194 - val_mean_absolute_error: 0.1125 - val_mean_squared_error: 0.0194
Epoch 419/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0313 - mean_absolute_error: 0.1502 - mean_squared_error: 0.0313 - val_loss: 0.0195 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0195
Epoch 420/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0377 - mean_absolute_error: 0.1678 - mean_squared_error: 0.0377 - val_loss: 0.0195 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0195
Epoch 421/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0331 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0331 - val_loss: 0.0195 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0195
Epoch 422/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0323 - mean_absolute_error: 0.1526 - mean_squared_error: 0.0323 - val_loss: 0.0195 - val_mean_absolute_error: 0.1126 - val_mean_squared_error: 0.0195
Epoch 423/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1543 - mean_squared_error: 0.0332 - val_loss: 0.0194 - val_mean_absolute_error: 0.1125 - val_mean_squared_error: 0.0194
Epoch 424/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1514 - mean_squared_error: 0.0318 - val_loss: 0.0194 - val_mean_absolute_error: 0.1124 - val_mean_squared_error: 0.0194
Epoch 425/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0266 - mean_absolute_error: 0.1380 - mean_squared_error: 0.0266 - val_loss: 0.0193 - val_mean_absolute_error: 0.1123 - val_mean_squared_error: 0.0193
Epoch 426/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1452 - mean_squared_error: 0.0295 - val_loss: 0.0194 - val_mean_absolute_error: 0.1124 - val_mean_squared_error: 0.0194
Epoch 427/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0288 - mean_absolute_error: 0.1396 - mean_squared_error: 0.0288 - val_loss: 0.0194 - val_mean_absolute_error: 0.1124 - val_mean_squared_error: 0.0194
Epoch 428/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0308 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0308 - val_loss: 0.0194 - val_mean_absolute_error: 0.1124 - val_mean_squared_error: 0.0194
Epoch 429/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step - loss: 0.0294 - mean_absolute_error: 0.1421 - mean_squared_error: 0.0294 - val_loss: 0.0194 - val_mean_absolute_error: 0.1125 - val_mean_squared_error: 0.0194
Epoch 430/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0339 - mean_absolute_error: 0.1559 - mean_squared_error: 0.0339 - val_loss: 0.0194 - val_mean_absolute_error: 0.1124 - val_mean_squared_error: 0.0194
Epoch 431/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0312 - mean_absolute_error: 0.1519 - mean_squared_error: 0.0312 - val_loss: 0.0193 - val_mean_absolute_error: 0.1123 - val_mean_squared_error: 0.0193
Epoch 432/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0297 - val_loss: 0.0194 - val_mean_absolute_error: 0.1124 - val_mean_squared_error: 0.0194
Epoch 433/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0317 - mean_absolute_error: 0.1516 - mean_squared_error: 0.0317 - val_loss: 0.0193 - val_mean_absolute_error: 0.1123 - val_mean_squared_error: 0.0193
Epoch 434/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0324 - mean_absolute_error: 0.1542 - mean_squared_error: 0.0324 - val_loss: 0.0193 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0193
Epoch 435/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1552 - mean_squared_error: 0.0335 - val_loss: 0.0193 - val_mean_absolute_error: 0.1123 - val_mean_squared_error: 0.0193
Epoch 436/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0370 - mean_absolute_error: 0.1632 - mean_squared_error: 0.0370 - val_loss: 0.0193 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0193
Epoch 437/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1424 - mean_squared_error: 0.0277 - val_loss: 0.0193 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0193
Epoch 438/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1385 - mean_squared_error: 0.0278 - val_loss: 0.0193 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0193
Epoch 439/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0283 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0283 - val_loss: 0.0192 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0192
Epoch 440/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0330 - mean_absolute_error: 0.1553 - mean_squared_error: 0.0330 - val_loss: 0.0192 - val_mean_absolute_error: 0.1121 - val_mean_squared_error: 0.0192
Epoch 441/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0306 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0306 - val_loss: 0.0192 - val_mean_absolute_error: 0.1121 - val_mean_squared_error: 0.0192
Epoch 442/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0338 - mean_absolute_error: 0.1527 - mean_squared_error: 0.0338 - val_loss: 0.0193 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0193
Epoch 443/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0340 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0340 - val_loss: 0.0193 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0193
Epoch 444/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0347 - mean_absolute_error: 0.1560 - mean_squared_error: 0.0347 - val_loss: 0.0192 - val_mean_absolute_error: 0.1122 - val_mean_squared_error: 0.0192
Epoch 445/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0333 - mean_absolute_error: 0.1557 - mean_squared_error: 0.0333 - val_loss: 0.0192 - val_mean_absolute_error: 0.1121 - val_mean_squared_error: 0.0192
Epoch 446/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0335 - mean_absolute_error: 0.1569 - mean_squared_error: 0.0335 - val_loss: 0.0192 - val_mean_absolute_error: 0.1121 - val_mean_squared_error: 0.0192
Epoch 447/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1526 - mean_squared_error: 0.0315 - val_loss: 0.0192 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0192
Epoch 448/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0302 - mean_absolute_error: 0.1440 - mean_squared_error: 0.0302 - val_loss: 0.0192 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0192
Epoch 449/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0294 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0294 - val_loss: 0.0192 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0192
Epoch 450/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1533 - mean_squared_error: 0.0310 - val_loss: 0.0191 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0191
Epoch 451/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0316 - mean_absolute_error: 0.1534 - mean_squared_error: 0.0316 - val_loss: 0.0191 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0191
Epoch 452/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0354 - mean_absolute_error: 0.1616 - mean_squared_error: 0.0354 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 453/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0365 - mean_absolute_error: 0.1601 - mean_squared_error: 0.0365 - val_loss: 0.0191 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0191
Epoch 454/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0311 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 455/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0360 - mean_absolute_error: 0.1600 - mean_squared_error: 0.0360 - val_loss: 0.0191 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0191
Epoch 456/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0327 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0327 - val_loss: 0.0192 - val_mean_absolute_error: 0.1121 - val_mean_squared_error: 0.0192
Epoch 457/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0271 - mean_absolute_error: 0.1428 - mean_squared_error: 0.0271 - val_loss: 0.0191 - val_mean_absolute_error: 0.1120 - val_mean_squared_error: 0.0191
Epoch 458/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0297 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 459/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0326 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 460/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0338 - mean_absolute_error: 0.1555 - mean_squared_error: 0.0338 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 461/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0363 - mean_absolute_error: 0.1635 - mean_squared_error: 0.0363 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 462/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0324 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0324 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 463/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0339 - mean_absolute_error: 0.1548 - mean_squared_error: 0.0339 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 464/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0323 - mean_absolute_error: 0.1530 - mean_squared_error: 0.0323 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 465/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0321 - mean_absolute_error: 0.1522 - mean_squared_error: 0.0321 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 466/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1437 - mean_squared_error: 0.0289 - val_loss: 0.0190 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0190
Epoch 467/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0321 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0321 - val_loss: 0.0191 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0191
Epoch 468/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0352 - mean_absolute_error: 0.1561 - mean_squared_error: 0.0352 - val_loss: 0.0191 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0191
Epoch 469/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0390 - mean_absolute_error: 0.1671 - mean_squared_error: 0.0390 - val_loss: 0.0191 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0191
Epoch 470/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0279 - val_loss: 0.0191 - val_mean_absolute_error: 0.1119 - val_mean_squared_error: 0.0191
Epoch 471/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0300 - val_loss: 0.0191 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0191
Epoch 472/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0307 - mean_absolute_error: 0.1511 - mean_squared_error: 0.0307 - val_loss: 0.0190 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0190
Epoch 473/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0318 - mean_absolute_error: 0.1520 - mean_squared_error: 0.0318 - val_loss: 0.0190 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0190
Epoch 474/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0289 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0289 - val_loss: 0.0190 - val_mean_absolute_error: 0.1118 - val_mean_squared_error: 0.0190
Epoch 475/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0340 - mean_absolute_error: 0.1603 - mean_squared_error: 0.0340 - val_loss: 0.0190 - val_mean_absolute_error: 0.1117 - val_mean_squared_error: 0.0190
Epoch 476/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0304 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0304 - val_loss: 0.0190 - val_mean_absolute_error: 0.1117 - val_mean_squared_error: 0.0190
Epoch 477/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0316 - mean_absolute_error: 0.1483 - mean_squared_error: 0.0316 - val_loss: 0.0189 - val_mean_absolute_error: 0.1116 - val_mean_squared_error: 0.0189
Epoch 478/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0329 - mean_absolute_error: 0.1590 - mean_squared_error: 0.0329 - val_loss: 0.0189 - val_mean_absolute_error: 0.1115 - val_mean_squared_error: 0.0189
Epoch 479/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0352 - mean_absolute_error: 0.1567 - mean_squared_error: 0.0352 - val_loss: 0.0189 - val_mean_absolute_error: 0.1115 - val_mean_squared_error: 0.0189
Epoch 480/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0308 - val_loss: 0.0189 - val_mean_absolute_error: 0.1115 - val_mean_squared_error: 0.0189
Epoch 481/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0357 - mean_absolute_error: 0.1604 - mean_squared_error: 0.0357 - val_loss: 0.0189 - val_mean_absolute_error: 0.1116 - val_mean_squared_error: 0.0189
Epoch 482/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0271 - mean_absolute_error: 0.1421 - mean_squared_error: 0.0271 - val_loss: 0.0189 - val_mean_absolute_error: 0.1116 - val_mean_squared_error: 0.0189
Epoch 483/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0344 - mean_absolute_error: 0.1617 - mean_squared_error: 0.0344 - val_loss: 0.0189 - val_mean_absolute_error: 0.1116 - val_mean_squared_error: 0.0189
Epoch 484/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0268 - mean_absolute_error: 0.1365 - mean_squared_error: 0.0268 - val_loss: 0.0189 - val_mean_absolute_error: 0.1116 - val_mean_squared_error: 0.0189
Epoch 485/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0353 - mean_absolute_error: 0.1617 - mean_squared_error: 0.0353 - val_loss: 0.0189 - val_mean_absolute_error: 0.1116 - val_mean_squared_error: 0.0189
Epoch 486/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0303 - mean_absolute_error: 0.1500 - mean_squared_error: 0.0303 - val_loss: 0.0189 - val_mean_absolute_error: 0.1115 - val_mean_squared_error: 0.0189
Epoch 487/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0307 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0307 - val_loss: 0.0189 - val_mean_absolute_error: 0.1115 - val_mean_squared_error: 0.0189
Epoch 488/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0346 - mean_absolute_error: 0.1606 - mean_squared_error: 0.0346 - val_loss: 0.0189 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0189
Epoch 489/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0280 - val_loss: 0.0189 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0189
Epoch 490/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1521 - mean_squared_error: 0.0319 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 491/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0322 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0322 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 492/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0330 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0330 - val_loss: 0.0188 - val_mean_absolute_error: 0.1113 - val_mean_squared_error: 0.0188
Epoch 493/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1531 - mean_squared_error: 0.0319 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 494/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1349 - mean_squared_error: 0.0263 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 495/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1369 - mean_squared_error: 0.0267 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 496/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0297 - mean_absolute_error: 0.1483 - mean_squared_error: 0.0297 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 497/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0302 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0302 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 498/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0335 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 499/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0316 - mean_absolute_error: 0.1509 - mean_squared_error: 0.0316 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 500/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0319 - mean_absolute_error: 0.1527 - mean_squared_error: 0.0319 - val_loss: 0.0188 - val_mean_absolute_error: 0.1114 - val_mean_squared_error: 0.0188
Epoch 501/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1437 - mean_squared_error: 0.0292 - val_loss: 0.0188 - val_mean_absolute_error: 0.1113 - val_mean_squared_error: 0.0188
Epoch 502/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1417 - mean_squared_error: 0.0282 - val_loss: 0.0187 - val_mean_absolute_error: 0.1112 - val_mean_squared_error: 0.0187
Epoch 503/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0343 - mean_absolute_error: 0.1600 - mean_squared_error: 0.0343 - val_loss: 0.0188 - val_mean_absolute_error: 0.1112 - val_mean_squared_error: 0.0188
Epoch 504/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0315 - val_loss: 0.0187 - val_mean_absolute_error: 0.1112 - val_mean_squared_error: 0.0187
Epoch 505/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1495 - mean_squared_error: 0.0319 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 506/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1530 - mean_squared_error: 0.0305 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 507/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0303 - mean_absolute_error: 0.1517 - mean_squared_error: 0.0303 - val_loss: 0.0187 - val_mean_absolute_error: 0.1112 - val_mean_squared_error: 0.0187
Epoch 508/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0302 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0302 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 509/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1490 - mean_squared_error: 0.0303 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 510/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0246 - mean_absolute_error: 0.1292 - mean_squared_error: 0.0246 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 511/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0258 - mean_absolute_error: 0.1351 - mean_squared_error: 0.0258 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 512/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0343 - mean_absolute_error: 0.1602 - mean_squared_error: 0.0343 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 513/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0300 - mean_absolute_error: 0.1462 - mean_squared_error: 0.0300 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 514/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0316 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0316 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 515/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0318 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 516/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0350 - mean_absolute_error: 0.1603 - mean_squared_error: 0.0350 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 517/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0260 - mean_absolute_error: 0.1375 - mean_squared_error: 0.0260 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 518/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0301 - mean_absolute_error: 0.1448 - mean_squared_error: 0.0301 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 519/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1414 - mean_squared_error: 0.0283 - val_loss: 0.0187 - val_mean_absolute_error: 0.1110 - val_mean_squared_error: 0.0187
Epoch 520/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0344 - mean_absolute_error: 0.1571 - mean_squared_error: 0.0344 - val_loss: 0.0187 - val_mean_absolute_error: 0.1110 - val_mean_squared_error: 0.0187
Epoch 521/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0326 - mean_absolute_error: 0.1532 - mean_squared_error: 0.0326 - val_loss: 0.0187 - val_mean_absolute_error: 0.1111 - val_mean_squared_error: 0.0187
Epoch 522/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0289 - val_loss: 0.0186 - val_mean_absolute_error: 0.1110 - val_mean_squared_error: 0.0186
Epoch 523/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0305 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0305 - val_loss: 0.0186 - val_mean_absolute_error: 0.1110 - val_mean_squared_error: 0.0186
Epoch 524/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0328 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0328 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 525/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0273 - mean_absolute_error: 0.1378 - mean_squared_error: 0.0273 - val_loss: 0.0186 - val_mean_absolute_error: 0.1110 - val_mean_squared_error: 0.0186
Epoch 526/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0304 - mean_absolute_error: 0.1483 - mean_squared_error: 0.0304 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 527/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0332 - mean_absolute_error: 0.1597 - mean_squared_error: 0.0332 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 528/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1321 - mean_squared_error: 0.0254 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 529/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0329 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0329 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 530/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1585 - mean_squared_error: 0.0325 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 531/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0340 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0340 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 532/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0339 - mean_absolute_error: 0.1556 - mean_squared_error: 0.0339 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 533/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1466 - mean_squared_error: 0.0300 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 534/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0332 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 535/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1515 - mean_squared_error: 0.0335 - val_loss: 0.0185 - val_mean_absolute_error: 0.1108 - val_mean_squared_error: 0.0185
Epoch 536/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1543 - mean_squared_error: 0.0325 - val_loss: 0.0186 - val_mean_absolute_error: 0.1108 - val_mean_squared_error: 0.0186
Epoch 537/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0290 - mean_absolute_error: 0.1478 - mean_squared_error: 0.0290 - val_loss: 0.0186 - val_mean_absolute_error: 0.1109 - val_mean_squared_error: 0.0186
Epoch 538/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0274 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0274 - val_loss: 0.0185 - val_mean_absolute_error: 0.1108 - val_mean_squared_error: 0.0185
Epoch 539/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0307 - mean_absolute_error: 0.1504 - mean_squared_error: 0.0307 - val_loss: 0.0185 - val_mean_absolute_error: 0.1108 - val_mean_squared_error: 0.0185
Epoch 540/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1347 - mean_squared_error: 0.0254 - val_loss: 0.0185 - val_mean_absolute_error: 0.1107 - val_mean_squared_error: 0.0185
Epoch 541/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0383 - mean_absolute_error: 0.1702 - mean_squared_error: 0.0383 - val_loss: 0.0185 - val_mean_absolute_error: 0.1107 - val_mean_squared_error: 0.0185
Epoch 542/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0329 - mean_absolute_error: 0.1539 - mean_squared_error: 0.0329 - val_loss: 0.0185 - val_mean_absolute_error: 0.1108 - val_mean_squared_error: 0.0185
Epoch 543/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0303 - mean_absolute_error: 0.1497 - mean_squared_error: 0.0303 - val_loss: 0.0185 - val_mean_absolute_error: 0.1107 - val_mean_squared_error: 0.0185
Epoch 544/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0272 - val_loss: 0.0185 - val_mean_absolute_error: 0.1107 - val_mean_squared_error: 0.0185
Epoch 545/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1537 - mean_squared_error: 0.0318 - val_loss: 0.0185 - val_mean_absolute_error: 0.1107 - val_mean_squared_error: 0.0185
Epoch 546/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1495 - mean_squared_error: 0.0308 - val_loss: 0.0185 - val_mean_absolute_error: 0.1106 - val_mean_squared_error: 0.0185
Epoch 547/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0300 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0300 - val_loss: 0.0185 - val_mean_absolute_error: 0.1106 - val_mean_squared_error: 0.0185
Epoch 548/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0334 - mean_absolute_error: 0.1575 - mean_squared_error: 0.0334 - val_loss: 0.0184 - val_mean_absolute_error: 0.1106 - val_mean_squared_error: 0.0184
Epoch 549/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1418 - mean_squared_error: 0.0280 - val_loss: 0.0184 - val_mean_absolute_error: 0.1105 - val_mean_squared_error: 0.0184
Epoch 550/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0315 - val_loss: 0.0184 - val_mean_absolute_error: 0.1105 - val_mean_squared_error: 0.0184
Epoch 551/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0295 - val_loss: 0.0184 - val_mean_absolute_error: 0.1105 - val_mean_squared_error: 0.0184
Epoch 552/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0305 - mean_absolute_error: 0.1478 - mean_squared_error: 0.0305 - val_loss: 0.0184 - val_mean_absolute_error: 0.1106 - val_mean_squared_error: 0.0184
Epoch 553/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1420 - mean_squared_error: 0.0276 - val_loss: 0.0184 - val_mean_absolute_error: 0.1106 - val_mean_squared_error: 0.0184
Epoch 554/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0304 - mean_absolute_error: 0.1498 - mean_squared_error: 0.0304 - val_loss: 0.0184 - val_mean_absolute_error: 0.1106 - val_mean_squared_error: 0.0184
Epoch 555/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0331 - mean_absolute_error: 0.1575 - mean_squared_error: 0.0331 - val_loss: 0.0184 - val_mean_absolute_error: 0.1105 - val_mean_squared_error: 0.0184
Epoch 556/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0297 - val_loss: 0.0184 - val_mean_absolute_error: 0.1105 - val_mean_squared_error: 0.0184
Epoch 557/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0357 - mean_absolute_error: 0.1625 - mean_squared_error: 0.0357 - val_loss: 0.0184 - val_mean_absolute_error: 0.1104 - val_mean_squared_error: 0.0184
Epoch 558/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0305 - val_loss: 0.0184 - val_mean_absolute_error: 0.1104 - val_mean_squared_error: 0.0184
Epoch 559/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0300 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0300 - val_loss: 0.0183 - val_mean_absolute_error: 0.1104 - val_mean_squared_error: 0.0183
Epoch 560/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0343 - mean_absolute_error: 0.1561 - mean_squared_error: 0.0343 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 561/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1352 - mean_squared_error: 0.0263 - val_loss: 0.0183 - val_mean_absolute_error: 0.1102 - val_mean_squared_error: 0.0183
Epoch 562/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1425 - mean_squared_error: 0.0293 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 563/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0310 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 564/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1474 - mean_squared_error: 0.0315 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 565/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0301 - mean_absolute_error: 0.1429 - mean_squared_error: 0.0301 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 566/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0304 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0304 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 567/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0246 - mean_absolute_error: 0.1354 - mean_squared_error: 0.0246 - val_loss: 0.0183 - val_mean_absolute_error: 0.1102 - val_mean_squared_error: 0.0183
Epoch 568/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1448 - mean_squared_error: 0.0283 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 569/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1457 - mean_squared_error: 0.0290 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 570/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0303 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 571/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0299 - mean_absolute_error: 0.1444 - mean_squared_error: 0.0299 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 572/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0305 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0305 - val_loss: 0.0183 - val_mean_absolute_error: 0.1102 - val_mean_squared_error: 0.0183
Epoch 573/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0286 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0286 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 574/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0287 - mean_absolute_error: 0.1444 - mean_squared_error: 0.0287 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 575/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0291 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0291 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 576/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0310 - val_loss: 0.0183 - val_mean_absolute_error: 0.1103 - val_mean_squared_error: 0.0183
Epoch 577/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0305 - val_loss: 0.0182 - val_mean_absolute_error: 0.1102 - val_mean_squared_error: 0.0182
Epoch 578/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1460 - mean_squared_error: 0.0284 - val_loss: 0.0182 - val_mean_absolute_error: 0.1102 - val_mean_squared_error: 0.0182
Epoch 579/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0297 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 580/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1584 - mean_squared_error: 0.0335 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 581/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0276 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0276 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 582/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0292 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 583/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1555 - mean_squared_error: 0.0325 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 584/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0340 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0340 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 585/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0362 - mean_absolute_error: 0.1616 - mean_squared_error: 0.0362 - val_loss: 0.0182 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0182
Epoch 586/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0322 - mean_absolute_error: 0.1507 - mean_squared_error: 0.0322 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 587/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1429 - mean_squared_error: 0.0270 - val_loss: 0.0182 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0182
Epoch 588/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0359 - mean_absolute_error: 0.1574 - mean_squared_error: 0.0359 - val_loss: 0.0182 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0182
Epoch 589/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1452 - mean_squared_error: 0.0299 - val_loss: 0.0182 - val_mean_absolute_error: 0.1101 - val_mean_squared_error: 0.0182
Epoch 590/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0317 - mean_absolute_error: 0.1495 - mean_squared_error: 0.0317 - val_loss: 0.0182 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0182
Epoch 591/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1569 - mean_squared_error: 0.0335 - val_loss: 0.0182 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0182
Epoch 592/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0343 - mean_absolute_error: 0.1575 - mean_squared_error: 0.0343 - val_loss: 0.0181 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0181
Epoch 593/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1473 - mean_squared_error: 0.0311 - val_loss: 0.0181 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0181
Epoch 594/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0313 - mean_absolute_error: 0.1523 - mean_squared_error: 0.0313 - val_loss: 0.0181 - val_mean_absolute_error: 0.1100 - val_mean_squared_error: 0.0181
Epoch 595/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1470 - mean_squared_error: 0.0293 - val_loss: 0.0181 - val_mean_absolute_error: 0.1099 - val_mean_squared_error: 0.0181
Epoch 596/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1413 - mean_squared_error: 0.0276 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 597/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0286 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 598/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1505 - mean_squared_error: 0.0317 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 599/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0293 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 600/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0285 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0285 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 601/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0314 - mean_absolute_error: 0.1512 - mean_squared_error: 0.0314 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 602/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1482 - mean_squared_error: 0.0302 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 603/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0284 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 604/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1490 - mean_squared_error: 0.0303 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 605/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0281 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 606/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0292 - val_loss: 0.0180 - val_mean_absolute_error: 0.1097 - val_mean_squared_error: 0.0180
Epoch 607/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0311 - val_loss: 0.0180 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0180
Epoch 608/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0356 - mean_absolute_error: 0.1566 - mean_squared_error: 0.0356 - val_loss: 0.0180 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0180
Epoch 609/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1416 - mean_squared_error: 0.0278 - val_loss: 0.0180 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0180
Epoch 610/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0323 - mean_absolute_error: 0.1512 - mean_squared_error: 0.0323 - val_loss: 0.0180 - val_mean_absolute_error: 0.1097 - val_mean_squared_error: 0.0180
Epoch 611/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0284 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0284 - val_loss: 0.0181 - val_mean_absolute_error: 0.1098 - val_mean_squared_error: 0.0181
Epoch 612/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0296 - mean_absolute_error: 0.1460 - mean_squared_error: 0.0296 - val_loss: 0.0180 - val_mean_absolute_error: 0.1097 - val_mean_squared_error: 0.0180
Epoch 613/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0349 - mean_absolute_error: 0.1604 - mean_squared_error: 0.0349 - val_loss: 0.0180 - val_mean_absolute_error: 0.1097 - val_mean_squared_error: 0.0180
Epoch 614/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1501 - mean_squared_error: 0.0315 - val_loss: 0.0180 - val_mean_absolute_error: 0.1097 - val_mean_squared_error: 0.0180
Epoch 615/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0322 - mean_absolute_error: 0.1521 - mean_squared_error: 0.0322 - val_loss: 0.0180 - val_mean_absolute_error: 0.1097 - val_mean_squared_error: 0.0180
Epoch 616/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1585 - mean_squared_error: 0.0332 - val_loss: 0.0180 - val_mean_absolute_error: 0.1097 - val_mean_squared_error: 0.0180
Epoch 617/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0313 - mean_absolute_error: 0.1530 - mean_squared_error: 0.0313 - val_loss: 0.0180 - val_mean_absolute_error: 0.1096 - val_mean_squared_error: 0.0180
Epoch 618/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1443 - mean_squared_error: 0.0303 - val_loss: 0.0180 - val_mean_absolute_error: 0.1096 - val_mean_squared_error: 0.0180
Epoch 619/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0290 - val_loss: 0.0180 - val_mean_absolute_error: 0.1096 - val_mean_squared_error: 0.0180
Epoch 620/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0294 - mean_absolute_error: 0.1475 - mean_squared_error: 0.0294 - val_loss: 0.0180 - val_mean_absolute_error: 0.1096 - val_mean_squared_error: 0.0180
Epoch 621/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1482 - mean_squared_error: 0.0310 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 622/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0323 - mean_absolute_error: 0.1532 - mean_squared_error: 0.0323 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 623/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0286 - mean_absolute_error: 0.1424 - mean_squared_error: 0.0286 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 624/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0251 - mean_absolute_error: 0.1345 - mean_squared_error: 0.0251 - val_loss: 0.0179 - val_mean_absolute_error: 0.1096 - val_mean_squared_error: 0.0179
Epoch 625/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0305 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 626/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1515 - mean_squared_error: 0.0311 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 627/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0304 - mean_absolute_error: 0.1504 - mean_squared_error: 0.0304 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 628/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1513 - mean_squared_error: 0.0317 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 629/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0245 - mean_absolute_error: 0.1355 - mean_squared_error: 0.0245 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 630/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0299 - val_loss: 0.0179 - val_mean_absolute_error: 0.1094 - val_mean_squared_error: 0.0179
Epoch 631/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1406 - mean_squared_error: 0.0281 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 632/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0292 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 633/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0311 - mean_absolute_error: 0.1511 - mean_squared_error: 0.0311 - val_loss: 0.0179 - val_mean_absolute_error: 0.1094 - val_mean_squared_error: 0.0179
Epoch 634/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1542 - mean_squared_error: 0.0308 - val_loss: 0.0179 - val_mean_absolute_error: 0.1095 - val_mean_squared_error: 0.0179
Epoch 635/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0331 - mean_absolute_error: 0.1532 - mean_squared_error: 0.0331 - val_loss: 0.0179 - val_mean_absolute_error: 0.1094 - val_mean_squared_error: 0.0179
Epoch 636/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0285 - mean_absolute_error: 0.1463 - mean_squared_error: 0.0285 - val_loss: 0.0179 - val_mean_absolute_error: 0.1094 - val_mean_squared_error: 0.0179
Epoch 637/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0301 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0301 - val_loss: 0.0179 - val_mean_absolute_error: 0.1094 - val_mean_squared_error: 0.0179
Epoch 638/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1528 - mean_squared_error: 0.0311 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 639/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0288 - mean_absolute_error: 0.1470 - mean_squared_error: 0.0288 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 640/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0288 - mean_absolute_error: 0.1470 - mean_squared_error: 0.0288 - val_loss: 0.0178 - val_mean_absolute_error: 0.1092 - val_mean_squared_error: 0.0178
Epoch 641/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0313 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0313 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 642/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0305 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 643/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0306 - mean_absolute_error: 0.1490 - mean_squared_error: 0.0306 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 644/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0279 - mean_absolute_error: 0.1450 - mean_squared_error: 0.0279 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 645/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0305 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 646/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0270 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 647/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0323 - mean_absolute_error: 0.1555 - mean_squared_error: 0.0323 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 648/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0287 - mean_absolute_error: 0.1399 - mean_squared_error: 0.0287 - val_loss: 0.0178 - val_mean_absolute_error: 0.1092 - val_mean_squared_error: 0.0178
Epoch 649/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0313 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0313 - val_loss: 0.0178 - val_mean_absolute_error: 0.1092 - val_mean_squared_error: 0.0178
Epoch 650/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0329 - mean_absolute_error: 0.1571 - mean_squared_error: 0.0329 - val_loss: 0.0178 - val_mean_absolute_error: 0.1093 - val_mean_squared_error: 0.0178
Epoch 651/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1505 - mean_squared_error: 0.0315 - val_loss: 0.0178 - val_mean_absolute_error: 0.1092 - val_mean_squared_error: 0.0178
Epoch 652/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0324 - mean_absolute_error: 0.1572 - mean_squared_error: 0.0324 - val_loss: 0.0178 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0178
Epoch 653/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0344 - mean_absolute_error: 0.1582 - mean_squared_error: 0.0344 - val_loss: 0.0178 - val_mean_absolute_error: 0.1092 - val_mean_squared_error: 0.0178
Epoch 654/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1501 - mean_squared_error: 0.0315 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 655/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0284 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 656/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1402 - mean_squared_error: 0.0275 - val_loss: 0.0178 - val_mean_absolute_error: 0.1092 - val_mean_squared_error: 0.0178
Epoch 657/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0323 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0323 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 658/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0282 - mean_absolute_error: 0.1390 - mean_squared_error: 0.0282 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 659/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0302 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 660/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0330 - mean_absolute_error: 0.1572 - mean_squared_error: 0.0330 - val_loss: 0.0177 - val_mean_absolute_error: 0.1090 - val_mean_squared_error: 0.0177
Epoch 661/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0314 - mean_absolute_error: 0.1523 - mean_squared_error: 0.0314 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 662/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0331 - mean_absolute_error: 0.1565 - mean_squared_error: 0.0331 - val_loss: 0.0177 - val_mean_absolute_error: 0.1090 - val_mean_squared_error: 0.0177
Epoch 663/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0321 - mean_absolute_error: 0.1529 - mean_squared_error: 0.0321 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 664/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0347 - mean_absolute_error: 0.1597 - mean_squared_error: 0.0347 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 665/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1426 - mean_squared_error: 0.0282 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 666/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1457 - mean_squared_error: 0.0293 - val_loss: 0.0177 - val_mean_absolute_error: 0.1091 - val_mean_squared_error: 0.0177
Epoch 667/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1517 - mean_squared_error: 0.0325 - val_loss: 0.0177 - val_mean_absolute_error: 0.1090 - val_mean_squared_error: 0.0177
Epoch 668/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0335 - mean_absolute_error: 0.1531 - mean_squared_error: 0.0335 - val_loss: 0.0177 - val_mean_absolute_error: 0.1089 - val_mean_squared_error: 0.0177
Epoch 669/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1431 - mean_squared_error: 0.0286 - val_loss: 0.0177 - val_mean_absolute_error: 0.1089 - val_mean_squared_error: 0.0177
Epoch 670/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1469 - mean_squared_error: 0.0281 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 671/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1424 - mean_squared_error: 0.0277 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 672/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0261 - mean_absolute_error: 0.1382 - mean_squared_error: 0.0261 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 673/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0304 - mean_absolute_error: 0.1441 - mean_squared_error: 0.0304 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 674/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0327 - mean_absolute_error: 0.1567 - mean_squared_error: 0.0327 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 675/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0318 - mean_absolute_error: 0.1518 - mean_squared_error: 0.0318 - val_loss: 0.0176 - val_mean_absolute_error: 0.1089 - val_mean_squared_error: 0.0176
Epoch 676/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0308 - val_loss: 0.0176 - val_mean_absolute_error: 0.1089 - val_mean_squared_error: 0.0176
Epoch 677/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0285 - mean_absolute_error: 0.1441 - mean_squared_error: 0.0285 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 678/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0302 - mean_absolute_error: 0.1498 - mean_squared_error: 0.0302 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 679/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1395 - mean_squared_error: 0.0267 - val_loss: 0.0176 - val_mean_absolute_error: 0.1089 - val_mean_squared_error: 0.0176
Epoch 680/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0281 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 681/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1408 - mean_squared_error: 0.0286 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 682/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1347 - mean_squared_error: 0.0254 - val_loss: 0.0176 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0176
Epoch 683/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1504 - mean_squared_error: 0.0311 - val_loss: 0.0176 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0176
Epoch 684/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0302 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0302 - val_loss: 0.0176 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0176
Epoch 685/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1509 - mean_squared_error: 0.0315 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 686/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0321 - mean_absolute_error: 0.1546 - mean_squared_error: 0.0321 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 687/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0292 - val_loss: 0.0176 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0176
Epoch 688/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0330 - mean_absolute_error: 0.1580 - mean_squared_error: 0.0330 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 689/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1540 - mean_squared_error: 0.0332 - val_loss: 0.0176 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0176
Epoch 690/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0308 - val_loss: 0.0176 - val_mean_absolute_error: 0.1089 - val_mean_squared_error: 0.0176
Epoch 691/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0350 - mean_absolute_error: 0.1613 - mean_squared_error: 0.0350 - val_loss: 0.0176 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0176
Epoch 692/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0317 - mean_absolute_error: 0.1548 - mean_squared_error: 0.0317 - val_loss: 0.0176 - val_mean_absolute_error: 0.1088 - val_mean_squared_error: 0.0176
Epoch 693/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0243 - mean_absolute_error: 0.1336 - mean_squared_error: 0.0243 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 694/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0305 - val_loss: 0.0175 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0175
Epoch 695/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0258 - mean_absolute_error: 0.1341 - mean_squared_error: 0.0258 - val_loss: 0.0175 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0175
Epoch 696/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0267 - mean_absolute_error: 0.1412 - mean_squared_error: 0.0267 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 697/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0344 - mean_absolute_error: 0.1574 - mean_squared_error: 0.0344 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 698/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0339 - mean_absolute_error: 0.1575 - mean_squared_error: 0.0339 - val_loss: 0.0175 - val_mean_absolute_error: 0.1087 - val_mean_squared_error: 0.0175
Epoch 699/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1478 - mean_squared_error: 0.0298 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 700/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0290 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0290 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 701/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0284 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 702/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0265 - mean_absolute_error: 0.1378 - mean_squared_error: 0.0265 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 703/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0339 - mean_absolute_error: 0.1564 - mean_squared_error: 0.0339 - val_loss: 0.0175 - val_mean_absolute_error: 0.1086 - val_mean_squared_error: 0.0175
Epoch 704/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0297 - mean_absolute_error: 0.1446 - mean_squared_error: 0.0297 - val_loss: 0.0175 - val_mean_absolute_error: 0.1085 - val_mean_squared_error: 0.0175
Epoch 705/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0316 - mean_absolute_error: 0.1497 - mean_squared_error: 0.0316 - val_loss: 0.0174 - val_mean_absolute_error: 0.1084 - val_mean_squared_error: 0.0174
Epoch 706/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1472 - mean_squared_error: 0.0310 - val_loss: 0.0175 - val_mean_absolute_error: 0.1085 - val_mean_squared_error: 0.0175
Epoch 707/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0285 - mean_absolute_error: 0.1446 - mean_squared_error: 0.0285 - val_loss: 0.0174 - val_mean_absolute_error: 0.1085 - val_mean_squared_error: 0.0174
Epoch 708/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1405 - mean_squared_error: 0.0270 - val_loss: 0.0174 - val_mean_absolute_error: 0.1085 - val_mean_squared_error: 0.0174
Epoch 709/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1416 - mean_squared_error: 0.0275 - val_loss: 0.0174 - val_mean_absolute_error: 0.1084 - val_mean_squared_error: 0.0174
Epoch 710/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0272 - mean_absolute_error: 0.1420 - mean_squared_error: 0.0272 - val_loss: 0.0174 - val_mean_absolute_error: 0.1084 - val_mean_squared_error: 0.0174
Epoch 711/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0300 - val_loss: 0.0174 - val_mean_absolute_error: 0.1084 - val_mean_squared_error: 0.0174
Epoch 712/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0250 - mean_absolute_error: 0.1310 - mean_squared_error: 0.0250 - val_loss: 0.0174 - val_mean_absolute_error: 0.1084 - val_mean_squared_error: 0.0174
Epoch 713/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0295 - mean_absolute_error: 0.1444 - mean_squared_error: 0.0295 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 714/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0281 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 715/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0296 - mean_absolute_error: 0.1463 - mean_squared_error: 0.0296 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 716/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0261 - mean_absolute_error: 0.1349 - mean_squared_error: 0.0261 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 717/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0317 - val_loss: 0.0174 - val_mean_absolute_error: 0.1084 - val_mean_squared_error: 0.0174
Epoch 718/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0267 - mean_absolute_error: 0.1410 - mean_squared_error: 0.0267 - val_loss: 0.0174 - val_mean_absolute_error: 0.1084 - val_mean_squared_error: 0.0174
Epoch 719/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1448 - mean_squared_error: 0.0293 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 720/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0302 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 721/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1508 - mean_squared_error: 0.0332 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 722/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0300 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0300 - val_loss: 0.0174 - val_mean_absolute_error: 0.1082 - val_mean_squared_error: 0.0174
Epoch 723/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1447 - mean_squared_error: 0.0293 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 724/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0273 - mean_absolute_error: 0.1406 - mean_squared_error: 0.0273 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 725/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1333 - mean_squared_error: 0.0254 - val_loss: 0.0174 - val_mean_absolute_error: 0.1082 - val_mean_squared_error: 0.0174
Epoch 726/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0267 - mean_absolute_error: 0.1390 - mean_squared_error: 0.0267 - val_loss: 0.0174 - val_mean_absolute_error: 0.1082 - val_mean_squared_error: 0.0174
Epoch 727/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0327 - mean_absolute_error: 0.1586 - mean_squared_error: 0.0327 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 728/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1462 - mean_squared_error: 0.0289 - val_loss: 0.0174 - val_mean_absolute_error: 0.1083 - val_mean_squared_error: 0.0174
Epoch 729/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0293 - val_loss: 0.0173 - val_mean_absolute_error: 0.1082 - val_mean_squared_error: 0.0173
Epoch 730/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0313 - mean_absolute_error: 0.1515 - mean_squared_error: 0.0313 - val_loss: 0.0173 - val_mean_absolute_error: 0.1082 - val_mean_squared_error: 0.0173
Epoch 731/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1472 - mean_squared_error: 0.0292 - val_loss: 0.0173 - val_mean_absolute_error: 0.1082 - val_mean_squared_error: 0.0173
Epoch 732/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1406 - mean_squared_error: 0.0272 - val_loss: 0.0173 - val_mean_absolute_error: 0.1081 - val_mean_squared_error: 0.0173
Epoch 733/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0306 - mean_absolute_error: 0.1517 - mean_squared_error: 0.0306 - val_loss: 0.0173 - val_mean_absolute_error: 0.1081 - val_mean_squared_error: 0.0173
Epoch 734/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1510 - mean_squared_error: 0.0325 - val_loss: 0.0173 - val_mean_absolute_error: 0.1081 - val_mean_squared_error: 0.0173
Epoch 735/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0284 - val_loss: 0.0173 - val_mean_absolute_error: 0.1081 - val_mean_squared_error: 0.0173
Epoch 736/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0340 - mean_absolute_error: 0.1590 - mean_squared_error: 0.0340 - val_loss: 0.0173 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0173
Epoch 737/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0300 - val_loss: 0.0173 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0173
Epoch 738/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0245 - mean_absolute_error: 0.1355 - mean_squared_error: 0.0245 - val_loss: 0.0173 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0173
Epoch 739/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0285 - mean_absolute_error: 0.1448 - mean_squared_error: 0.0285 - val_loss: 0.0173 - val_mean_absolute_error: 0.1081 - val_mean_squared_error: 0.0173
Epoch 740/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1458 - mean_squared_error: 0.0289 - val_loss: 0.0173 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0173
Epoch 741/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0246 - mean_absolute_error: 0.1329 - mean_squared_error: 0.0246 - val_loss: 0.0173 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0173
Epoch 742/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1491 - mean_squared_error: 0.0311 - val_loss: 0.0173 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0173
Epoch 743/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1565 - mean_squared_error: 0.0335 - val_loss: 0.0172 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0172
Epoch 744/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1469 - mean_squared_error: 0.0299 - val_loss: 0.0172 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0172
Epoch 745/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0289 - val_loss: 0.0172 - val_mean_absolute_error: 0.1079 - val_mean_squared_error: 0.0172
Epoch 746/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0313 - mean_absolute_error: 0.1505 - mean_squared_error: 0.0313 - val_loss: 0.0172 - val_mean_absolute_error: 0.1079 - val_mean_squared_error: 0.0172
Epoch 747/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1463 - mean_squared_error: 0.0290 - val_loss: 0.0172 - val_mean_absolute_error: 0.1078 - val_mean_squared_error: 0.0172
Epoch 748/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0330 - mean_absolute_error: 0.1517 - mean_squared_error: 0.0330 - val_loss: 0.0172 - val_mean_absolute_error: 0.1079 - val_mean_squared_error: 0.0172
Epoch 749/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1414 - mean_squared_error: 0.0281 - val_loss: 0.0172 - val_mean_absolute_error: 0.1079 - val_mean_squared_error: 0.0172
Epoch 750/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0283 - val_loss: 0.0172 - val_mean_absolute_error: 0.1078 - val_mean_squared_error: 0.0172
Epoch 751/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0293 - val_loss: 0.0172 - val_mean_absolute_error: 0.1079 - val_mean_squared_error: 0.0172
Epoch 752/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0323 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0323 - val_loss: 0.0172 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0172
Epoch 753/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0328 - mean_absolute_error: 0.1540 - mean_squared_error: 0.0328 - val_loss: 0.0172 - val_mean_absolute_error: 0.1080 - val_mean_squared_error: 0.0172
Epoch 754/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0259 - mean_absolute_error: 0.1361 - mean_squared_error: 0.0259 - val_loss: 0.0172 - val_mean_absolute_error: 0.1079 - val_mean_squared_error: 0.0172
Epoch 755/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0290 - mean_absolute_error: 0.1429 - mean_squared_error: 0.0290 - val_loss: 0.0172 - val_mean_absolute_error: 0.1079 - val_mean_squared_error: 0.0172
Epoch 756/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1501 - mean_squared_error: 0.0292 - val_loss: 0.0172 - val_mean_absolute_error: 0.1078 - val_mean_squared_error: 0.0172
Epoch 757/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0316 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0316 - val_loss: 0.0172 - val_mean_absolute_error: 0.1078 - val_mean_squared_error: 0.0172
Epoch 758/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0266 - mean_absolute_error: 0.1355 - mean_squared_error: 0.0266 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 759/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0320 - mean_absolute_error: 0.1533 - mean_squared_error: 0.0320 - val_loss: 0.0172 - val_mean_absolute_error: 0.1078 - val_mean_squared_error: 0.0172
Epoch 760/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0265 - mean_absolute_error: 0.1386 - mean_squared_error: 0.0265 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 761/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1558 - mean_squared_error: 0.0332 - val_loss: 0.0171 - val_mean_absolute_error: 0.1076 - val_mean_squared_error: 0.0171
Epoch 762/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0305 - mean_absolute_error: 0.1469 - mean_squared_error: 0.0305 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 763/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0232 - mean_absolute_error: 0.1318 - mean_squared_error: 0.0232 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 764/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1523 - mean_squared_error: 0.0319 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 765/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0326 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 766/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1382 - mean_squared_error: 0.0267 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 767/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0256 - mean_absolute_error: 0.1351 - mean_squared_error: 0.0256 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 768/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0255 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0255 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 769/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1432 - mean_squared_error: 0.0274 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 770/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1414 - mean_squared_error: 0.0277 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 771/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1461 - mean_squared_error: 0.0295 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 772/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0294 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0294 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 773/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1443 - mean_squared_error: 0.0282 - val_loss: 0.0171 - val_mean_absolute_error: 0.1077 - val_mean_squared_error: 0.0171
Epoch 774/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1439 - mean_squared_error: 0.0290 - val_loss: 0.0171 - val_mean_absolute_error: 0.1076 - val_mean_squared_error: 0.0171
Epoch 775/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0336 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0336 - val_loss: 0.0171 - val_mean_absolute_error: 0.1076 - val_mean_squared_error: 0.0171
Epoch 776/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0285 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0285 - val_loss: 0.0171 - val_mean_absolute_error: 0.1076 - val_mean_squared_error: 0.0171
Epoch 777/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1444 - mean_squared_error: 0.0286 - val_loss: 0.0171 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0171
Epoch 778/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1439 - mean_squared_error: 0.0293 - val_loss: 0.0171 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0171
Epoch 779/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0303 - mean_absolute_error: 0.1511 - mean_squared_error: 0.0303 - val_loss: 0.0170 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0170
Epoch 780/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1496 - mean_squared_error: 0.0298 - val_loss: 0.0170 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0170
Epoch 781/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1389 - mean_squared_error: 0.0282 - val_loss: 0.0170 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0170
Epoch 782/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0309 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0309 - val_loss: 0.0170 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0170
Epoch 783/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1490 - mean_squared_error: 0.0311 - val_loss: 0.0170 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0170
Epoch 784/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1374 - mean_squared_error: 0.0269 - val_loss: 0.0170 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0170
Epoch 785/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0314 - mean_absolute_error: 0.1491 - mean_squared_error: 0.0314 - val_loss: 0.0170 - val_mean_absolute_error: 0.1075 - val_mean_squared_error: 0.0170
Epoch 786/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1484 - mean_squared_error: 0.0293 - val_loss: 0.0170 - val_mean_absolute_error: 0.1074 - val_mean_squared_error: 0.0170
Epoch 787/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0280 - val_loss: 0.0170 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0170
Epoch 788/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1439 - mean_squared_error: 0.0290 - val_loss: 0.0170 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0170
Epoch 789/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0339 - mean_absolute_error: 0.1562 - mean_squared_error: 0.0339 - val_loss: 0.0170 - val_mean_absolute_error: 0.1074 - val_mean_squared_error: 0.0170
Epoch 790/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1402 - mean_squared_error: 0.0270 - val_loss: 0.0170 - val_mean_absolute_error: 0.1074 - val_mean_squared_error: 0.0170
Epoch 791/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0250 - mean_absolute_error: 0.1330 - mean_squared_error: 0.0250 - val_loss: 0.0170 - val_mean_absolute_error: 0.1074 - val_mean_squared_error: 0.0170
Epoch 792/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0247 - mean_absolute_error: 0.1331 - mean_squared_error: 0.0247 - val_loss: 0.0170 - val_mean_absolute_error: 0.1074 - val_mean_squared_error: 0.0170
Epoch 793/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0309 - mean_absolute_error: 0.1519 - mean_squared_error: 0.0309 - val_loss: 0.0170 - val_mean_absolute_error: 0.1074 - val_mean_squared_error: 0.0170
Epoch 794/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0268 - mean_absolute_error: 0.1392 - mean_squared_error: 0.0268 - val_loss: 0.0170 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0170
Epoch 795/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1435 - mean_squared_error: 0.0286 - val_loss: 0.0169 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0169
Epoch 796/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0325 - mean_absolute_error: 0.1519 - mean_squared_error: 0.0325 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 797/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1434 - mean_squared_error: 0.0297 - val_loss: 0.0169 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0169
Epoch 798/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0312 - mean_absolute_error: 0.1518 - mean_squared_error: 0.0312 - val_loss: 0.0169 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0169
Epoch 799/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0305 - mean_absolute_error: 0.1465 - mean_squared_error: 0.0305 - val_loss: 0.0169 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0169
Epoch 800/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0276 - val_loss: 0.0169 - val_mean_absolute_error: 0.1073 - val_mean_squared_error: 0.0169
Epoch 801/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1452 - mean_squared_error: 0.0284 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 802/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0290 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 803/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1411 - mean_squared_error: 0.0280 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 804/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0305 - mean_absolute_error: 0.1473 - mean_squared_error: 0.0305 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 805/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1452 - mean_squared_error: 0.0279 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 806/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1412 - mean_squared_error: 0.0286 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 807/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1491 - mean_squared_error: 0.0311 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 808/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1477 - mean_squared_error: 0.0311 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 809/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1417 - mean_squared_error: 0.0277 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 810/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0252 - mean_absolute_error: 0.1341 - mean_squared_error: 0.0252 - val_loss: 0.0169 - val_mean_absolute_error: 0.1071 - val_mean_squared_error: 0.0169
Epoch 811/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0272 - mean_absolute_error: 0.1417 - mean_squared_error: 0.0272 - val_loss: 0.0169 - val_mean_absolute_error: 0.1071 - val_mean_squared_error: 0.0169
Epoch 812/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1402 - mean_squared_error: 0.0272 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 813/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0310 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 814/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0317 - mean_absolute_error: 0.1527 - mean_squared_error: 0.0317 - val_loss: 0.0169 - val_mean_absolute_error: 0.1071 - val_mean_squared_error: 0.0169
Epoch 815/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0268 - mean_absolute_error: 0.1397 - mean_squared_error: 0.0268 - val_loss: 0.0169 - val_mean_absolute_error: 0.1071 - val_mean_squared_error: 0.0169
Epoch 816/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0310 - mean_absolute_error: 0.1507 - mean_squared_error: 0.0310 - val_loss: 0.0169 - val_mean_absolute_error: 0.1072 - val_mean_squared_error: 0.0169
Epoch 817/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0299 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0299 - val_loss: 0.0168 - val_mean_absolute_error: 0.1070 - val_mean_squared_error: 0.0168
Epoch 818/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1523 - mean_squared_error: 0.0311 - val_loss: 0.0169 - val_mean_absolute_error: 0.1071 - val_mean_squared_error: 0.0169
Epoch 819/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0275 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0275 - val_loss: 0.0168 - val_mean_absolute_error: 0.1070 - val_mean_squared_error: 0.0168
Epoch 820/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0294 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0294 - val_loss: 0.0168 - val_mean_absolute_error: 0.1070 - val_mean_squared_error: 0.0168
Epoch 821/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0292 - val_loss: 0.0168 - val_mean_absolute_error: 0.1070 - val_mean_squared_error: 0.0168
Epoch 822/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0288 - mean_absolute_error: 0.1442 - mean_squared_error: 0.0288 - val_loss: 0.0168 - val_mean_absolute_error: 0.1070 - val_mean_squared_error: 0.0168
Epoch 823/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0288 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0288 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 824/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0246 - mean_absolute_error: 0.1322 - mean_squared_error: 0.0246 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 825/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0323 - mean_absolute_error: 0.1508 - mean_squared_error: 0.0323 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 826/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0334 - mean_absolute_error: 0.1573 - mean_squared_error: 0.0334 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 827/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0260 - mean_absolute_error: 0.1330 - mean_squared_error: 0.0260 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 828/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0288 - mean_absolute_error: 0.1405 - mean_squared_error: 0.0288 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 829/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0268 - mean_absolute_error: 0.1388 - mean_squared_error: 0.0268 - val_loss: 0.0168 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0168
Epoch 830/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0313 - mean_absolute_error: 0.1498 - mean_squared_error: 0.0313 - val_loss: 0.0168 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0168
Epoch 831/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0322 - mean_absolute_error: 0.1547 - mean_squared_error: 0.0322 - val_loss: 0.0168 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0168
Epoch 832/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0295 - mean_absolute_error: 0.1495 - mean_squared_error: 0.0295 - val_loss: 0.0168 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0168
Epoch 833/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1438 - mean_squared_error: 0.0272 - val_loss: 0.0168 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0168
Epoch 834/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0277 - mean_absolute_error: 0.1403 - mean_squared_error: 0.0277 - val_loss: 0.0168 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0168
Epoch 835/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0281 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0281 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 836/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0291 - mean_absolute_error: 0.1434 - mean_squared_error: 0.0291 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 837/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0276 - mean_absolute_error: 0.1435 - mean_squared_error: 0.0276 - val_loss: 0.0168 - val_mean_absolute_error: 0.1069 - val_mean_squared_error: 0.0168
Epoch 838/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0296 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0296 - val_loss: 0.0168 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0168
Epoch 839/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0221 - mean_absolute_error: 0.1266 - mean_squared_error: 0.0221 - val_loss: 0.0167 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0167
Epoch 840/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1502 - mean_squared_error: 0.0311 - val_loss: 0.0167 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0167
Epoch 841/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0234 - mean_absolute_error: 0.1270 - mean_squared_error: 0.0234 - val_loss: 0.0167 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0167
Epoch 842/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0310 - mean_absolute_error: 0.1480 - mean_squared_error: 0.0310 - val_loss: 0.0167 - val_mean_absolute_error: 0.1068 - val_mean_squared_error: 0.0167
Epoch 843/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0337 - mean_absolute_error: 0.1584 - mean_squared_error: 0.0337 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 844/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0288 - mean_absolute_error: 0.1475 - mean_squared_error: 0.0288 - val_loss: 0.0167 - val_mean_absolute_error: 0.1067 - val_mean_squared_error: 0.0167
Epoch 845/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0313 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0313 - val_loss: 0.0167 - val_mean_absolute_error: 0.1067 - val_mean_squared_error: 0.0167
Epoch 846/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0281 - mean_absolute_error: 0.1399 - mean_squared_error: 0.0281 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 847/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0277 - mean_absolute_error: 0.1415 - mean_squared_error: 0.0277 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 848/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0343 - mean_absolute_error: 0.1594 - mean_squared_error: 0.0343 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 849/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0258 - mean_absolute_error: 0.1399 - mean_squared_error: 0.0258 - val_loss: 0.0167 - val_mean_absolute_error: 0.1067 - val_mean_squared_error: 0.0167
Epoch 850/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0296 - mean_absolute_error: 0.1466 - mean_squared_error: 0.0296 - val_loss: 0.0167 - val_mean_absolute_error: 0.1067 - val_mean_squared_error: 0.0167
Epoch 851/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0286 - mean_absolute_error: 0.1475 - mean_squared_error: 0.0286 - val_loss: 0.0167 - val_mean_absolute_error: 0.1067 - val_mean_squared_error: 0.0167
Epoch 852/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0288 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0288 - val_loss: 0.0167 - val_mean_absolute_error: 0.1067 - val_mean_squared_error: 0.0167
Epoch 853/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1456 - mean_squared_error: 0.0293 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 854/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0261 - mean_absolute_error: 0.1395 - mean_squared_error: 0.0261 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 855/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0274 - mean_absolute_error: 0.1400 - mean_squared_error: 0.0274 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 856/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0310 - mean_absolute_error: 0.1543 - mean_squared_error: 0.0310 - val_loss: 0.0166 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0166
Epoch 857/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0306 - mean_absolute_error: 0.1484 - mean_squared_error: 0.0306 - val_loss: 0.0167 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0167
Epoch 858/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0302 - mean_absolute_error: 0.1481 - mean_squared_error: 0.0302 - val_loss: 0.0166 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0166
Epoch 859/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0268 - mean_absolute_error: 0.1397 - mean_squared_error: 0.0268 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 860/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0281 - mean_absolute_error: 0.1449 - mean_squared_error: 0.0281 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 861/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0335 - mean_absolute_error: 0.1548 - mean_squared_error: 0.0335 - val_loss: 0.0166 - val_mean_absolute_error: 0.1066 - val_mean_squared_error: 0.0166
Epoch 862/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0240 - mean_absolute_error: 0.1303 - mean_squared_error: 0.0240 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 863/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0255 - mean_absolute_error: 0.1373 - mean_squared_error: 0.0255 - val_loss: 0.0166 - val_mean_absolute_error: 0.1064 - val_mean_squared_error: 0.0166
Epoch 864/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0297 - mean_absolute_error: 0.1473 - mean_squared_error: 0.0297 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 865/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0266 - mean_absolute_error: 0.1410 - mean_squared_error: 0.0266 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 866/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0333 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0333 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 867/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0301 - mean_absolute_error: 0.1461 - mean_squared_error: 0.0301 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 868/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0286 - mean_absolute_error: 0.1440 - mean_squared_error: 0.0286 - val_loss: 0.0166 - val_mean_absolute_error: 0.1065 - val_mean_squared_error: 0.0166
Epoch 869/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0236 - mean_absolute_error: 0.1310 - mean_squared_error: 0.0236 - val_loss: 0.0166 - val_mean_absolute_error: 0.1064 - val_mean_squared_error: 0.0166
Epoch 870/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0306 - mean_absolute_error: 0.1516 - mean_squared_error: 0.0306 - val_loss: 0.0166 - val_mean_absolute_error: 0.1064 - val_mean_squared_error: 0.0166
Epoch 871/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0285 - mean_absolute_error: 0.1432 - mean_squared_error: 0.0285 - val_loss: 0.0166 - val_mean_absolute_error: 0.1064 - val_mean_squared_error: 0.0166
Epoch 872/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0312 - mean_absolute_error: 0.1529 - mean_squared_error: 0.0312 - val_loss: 0.0166 - val_mean_absolute_error: 0.1063 - val_mean_squared_error: 0.0166
Epoch 873/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0312 - mean_absolute_error: 0.1521 - mean_squared_error: 0.0312 - val_loss: 0.0166 - val_mean_absolute_error: 0.1064 - val_mean_squared_error: 0.0166
Epoch 874/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0268 - mean_absolute_error: 0.1431 - mean_squared_error: 0.0268 - val_loss: 0.0165 - val_mean_absolute_error: 0.1063 - val_mean_squared_error: 0.0165
Epoch 875/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0322 - mean_absolute_error: 0.1534 - mean_squared_error: 0.0322 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 876/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0273 - mean_absolute_error: 0.1418 - mean_squared_error: 0.0273 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 877/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1451 - mean_squared_error: 0.0302 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 878/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0329 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0329 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 879/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0299 - mean_absolute_error: 0.1472 - mean_squared_error: 0.0299 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 880/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0272 - mean_absolute_error: 0.1390 - mean_squared_error: 0.0272 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 881/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0300 - mean_absolute_error: 0.1470 - mean_squared_error: 0.0300 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 882/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0289 - mean_absolute_error: 0.1460 - mean_squared_error: 0.0289 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 883/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1424 - mean_squared_error: 0.0274 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 884/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0297 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 885/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0284 - mean_absolute_error: 0.1445 - mean_squared_error: 0.0284 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 886/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0293 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 887/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0287 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0287 - val_loss: 0.0165 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0165
Epoch 888/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0248 - mean_absolute_error: 0.1369 - mean_squared_error: 0.0248 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 889/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1458 - mean_squared_error: 0.0303 - val_loss: 0.0165 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0165
Epoch 890/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1465 - mean_squared_error: 0.0298 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 891/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0269 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 892/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0249 - mean_absolute_error: 0.1360 - mean_squared_error: 0.0249 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 893/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1477 - mean_squared_error: 0.0300 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 894/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0295 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 895/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0260 - mean_absolute_error: 0.1371 - mean_squared_error: 0.0260 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 896/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1438 - mean_squared_error: 0.0277 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 897/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1507 - mean_squared_error: 0.0311 - val_loss: 0.0164 - val_mean_absolute_error: 0.1059 - val_mean_squared_error: 0.0164
Epoch 898/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1466 - mean_squared_error: 0.0289 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 899/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0288 - mean_absolute_error: 0.1425 - mean_squared_error: 0.0288 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 900/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0274 - mean_absolute_error: 0.1411 - mean_squared_error: 0.0274 - val_loss: 0.0164 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0164
Epoch 901/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1441 - mean_squared_error: 0.0290 - val_loss: 0.0165 - val_mean_absolute_error: 0.1062 - val_mean_squared_error: 0.0165
Epoch 902/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0295 - val_loss: 0.0165 - val_mean_absolute_error: 0.1061 - val_mean_squared_error: 0.0165
Epoch 903/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1468 - mean_squared_error: 0.0299 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 904/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0305 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 905/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0308 - mean_absolute_error: 0.1497 - mean_squared_error: 0.0308 - val_loss: 0.0164 - val_mean_absolute_error: 0.1059 - val_mean_squared_error: 0.0164
Epoch 906/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0305 - mean_absolute_error: 0.1482 - mean_squared_error: 0.0305 - val_loss: 0.0164 - val_mean_absolute_error: 0.1059 - val_mean_squared_error: 0.0164
Epoch 907/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0294 - mean_absolute_error: 0.1462 - mean_squared_error: 0.0294 - val_loss: 0.0164 - val_mean_absolute_error: 0.1059 - val_mean_squared_error: 0.0164
Epoch 908/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0255 - mean_absolute_error: 0.1382 - mean_squared_error: 0.0255 - val_loss: 0.0164 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0164
Epoch 909/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1528 - mean_squared_error: 0.0319 - val_loss: 0.0164 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0164
Epoch 910/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0267 - val_loss: 0.0164 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0164
Epoch 911/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0323 - mean_absolute_error: 0.1547 - mean_squared_error: 0.0323 - val_loss: 0.0164 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0164
Epoch 912/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1410 - mean_squared_error: 0.0283 - val_loss: 0.0164 - val_mean_absolute_error: 0.1059 - val_mean_squared_error: 0.0164
Epoch 913/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1407 - mean_squared_error: 0.0264 - val_loss: 0.0164 - val_mean_absolute_error: 0.1060 - val_mean_squared_error: 0.0164
Epoch 914/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0238 - mean_absolute_error: 0.1284 - mean_squared_error: 0.0238 - val_loss: 0.0164 - val_mean_absolute_error: 0.1059 - val_mean_squared_error: 0.0164
Epoch 915/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0332 - mean_absolute_error: 0.1544 - mean_squared_error: 0.0332 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 916/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0294 - mean_absolute_error: 0.1468 - mean_squared_error: 0.0294 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 917/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0303 - mean_absolute_error: 0.1511 - mean_squared_error: 0.0303 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 918/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0259 - mean_absolute_error: 0.1369 - mean_squared_error: 0.0259 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 919/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0255 - mean_absolute_error: 0.1351 - mean_squared_error: 0.0255 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 920/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1435 - mean_squared_error: 0.0289 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 921/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0274 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 922/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0311 - mean_absolute_error: 0.1538 - mean_squared_error: 0.0311 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 923/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0301 - mean_absolute_error: 0.1437 - mean_squared_error: 0.0301 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 924/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0301 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0301 - val_loss: 0.0163 - val_mean_absolute_error: 0.1058 - val_mean_squared_error: 0.0163
Epoch 925/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0294 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0294 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 926/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0258 - mean_absolute_error: 0.1384 - mean_squared_error: 0.0258 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 927/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1467 - mean_squared_error: 0.0298 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 928/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1504 - mean_squared_error: 0.0297 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 929/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0248 - mean_absolute_error: 0.1314 - mean_squared_error: 0.0248 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 930/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1478 - mean_squared_error: 0.0286 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 931/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1529 - mean_squared_error: 0.0325 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 932/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0254 - mean_absolute_error: 0.1389 - mean_squared_error: 0.0254 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 933/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0281 - mean_absolute_error: 0.1426 - mean_squared_error: 0.0281 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 934/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0289 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0289 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 935/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0255 - mean_absolute_error: 0.1327 - mean_squared_error: 0.0255 - val_loss: 0.0163 - val_mean_absolute_error: 0.1057 - val_mean_squared_error: 0.0163
Epoch 936/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0304 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0304 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 937/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1421 - mean_squared_error: 0.0277 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 938/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0268 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0268 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 939/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0291 - mean_absolute_error: 0.1461 - mean_squared_error: 0.0291 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 940/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0307 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0307 - val_loss: 0.0163 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0163
Epoch 941/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1442 - mean_squared_error: 0.0292 - val_loss: 0.0162 - val_mean_absolute_error: 0.1056 - val_mean_squared_error: 0.0162
Epoch 942/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0285 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0285 - val_loss: 0.0162 - val_mean_absolute_error: 0.1055 - val_mean_squared_error: 0.0162
Epoch 943/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0292 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0292 - val_loss: 0.0162 - val_mean_absolute_error: 0.1055 - val_mean_squared_error: 0.0162
Epoch 944/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1382 - mean_squared_error: 0.0257 - val_loss: 0.0162 - val_mean_absolute_error: 0.1055 - val_mean_squared_error: 0.0162
Epoch 945/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0294 - mean_absolute_error: 0.1480 - mean_squared_error: 0.0294 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 946/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1420 - mean_squared_error: 0.0274 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 947/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1470 - mean_squared_error: 0.0286 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 948/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1410 - mean_squared_error: 0.0276 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 949/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1411 - mean_squared_error: 0.0275 - val_loss: 0.0162 - val_mean_absolute_error: 0.1053 - val_mean_squared_error: 0.0162
Epoch 950/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1452 - mean_squared_error: 0.0277 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 951/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0246 - mean_absolute_error: 0.1320 - mean_squared_error: 0.0246 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 952/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1368 - mean_squared_error: 0.0265 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 953/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0289 - mean_absolute_error: 0.1428 - mean_squared_error: 0.0289 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 954/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0266 - mean_absolute_error: 0.1392 - mean_squared_error: 0.0266 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 955/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1458 - mean_squared_error: 0.0297 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 956/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1392 - mean_squared_error: 0.0270 - val_loss: 0.0162 - val_mean_absolute_error: 0.1053 - val_mean_squared_error: 0.0162
Epoch 957/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1377 - mean_squared_error: 0.0264 - val_loss: 0.0162 - val_mean_absolute_error: 0.1053 - val_mean_squared_error: 0.0162
Epoch 958/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0326 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0326 - val_loss: 0.0162 - val_mean_absolute_error: 0.1054 - val_mean_squared_error: 0.0162
Epoch 959/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0291 - mean_absolute_error: 0.1421 - mean_squared_error: 0.0291 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 960/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0308 - val_loss: 0.0161 - val_mean_absolute_error: 0.1053 - val_mean_squared_error: 0.0161
Epoch 961/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0274 - mean_absolute_error: 0.1389 - mean_squared_error: 0.0274 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 962/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0265 - mean_absolute_error: 0.1413 - mean_squared_error: 0.0265 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 963/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1502 - mean_squared_error: 0.0317 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 964/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0274 - mean_absolute_error: 0.1437 - mean_squared_error: 0.0274 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 965/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1510 - mean_squared_error: 0.0299 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 966/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0269 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0269 - val_loss: 0.0161 - val_mean_absolute_error: 0.1053 - val_mean_squared_error: 0.0161
Epoch 967/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1387 - mean_squared_error: 0.0265 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 968/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0296 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0296 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 969/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0257 - mean_absolute_error: 0.1350 - mean_squared_error: 0.0257 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 970/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0287 - mean_absolute_error: 0.1424 - mean_squared_error: 0.0287 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 971/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1386 - mean_squared_error: 0.0257 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 972/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1427 - mean_squared_error: 0.0276 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 973/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1352 - mean_squared_error: 0.0254 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 974/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1366 - mean_squared_error: 0.0263 - val_loss: 0.0161 - val_mean_absolute_error: 0.1052 - val_mean_squared_error: 0.0161
Epoch 975/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0308 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 976/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0294 - mean_absolute_error: 0.1467 - mean_squared_error: 0.0294 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 977/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0267 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0267 - val_loss: 0.0161 - val_mean_absolute_error: 0.1050 - val_mean_squared_error: 0.0161
Epoch 978/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1407 - mean_squared_error: 0.0283 - val_loss: 0.0161 - val_mean_absolute_error: 0.1050 - val_mean_squared_error: 0.0161
Epoch 979/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0253 - mean_absolute_error: 0.1325 - mean_squared_error: 0.0253 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 980/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0296 - mean_absolute_error: 0.1451 - mean_squared_error: 0.0296 - val_loss: 0.0161 - val_mean_absolute_error: 0.1051 - val_mean_squared_error: 0.0161
Epoch 981/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0296 - mean_absolute_error: 0.1442 - mean_squared_error: 0.0296 - val_loss: 0.0160 - val_mean_absolute_error: 0.1050 - val_mean_squared_error: 0.0160
Epoch 982/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0310 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0310 - val_loss: 0.0160 - val_mean_absolute_error: 0.1050 - val_mean_squared_error: 0.0160
Epoch 983/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0213 - mean_absolute_error: 0.1230 - mean_squared_error: 0.0213 - val_loss: 0.0160 - val_mean_absolute_error: 0.1050 - val_mean_squared_error: 0.0160
Epoch 984/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0247 - mean_absolute_error: 0.1370 - mean_squared_error: 0.0247 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 985/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0314 - mean_absolute_error: 0.1513 - mean_squared_error: 0.0314 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 986/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0234 - mean_absolute_error: 0.1286 - mean_squared_error: 0.0234 - val_loss: 0.0160 - val_mean_absolute_error: 0.1050 - val_mean_squared_error: 0.0160
Epoch 987/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1531 - mean_squared_error: 0.0317 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 988/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1501 - mean_squared_error: 0.0300 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 989/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0293 - mean_absolute_error: 0.1468 - mean_squared_error: 0.0293 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 990/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0315 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 991/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0245 - mean_absolute_error: 0.1315 - mean_squared_error: 0.0245 - val_loss: 0.0160 - val_mean_absolute_error: 0.1050 - val_mean_squared_error: 0.0160
Epoch 992/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1382 - mean_squared_error: 0.0265 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 993/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1511 - mean_squared_error: 0.0305 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 994/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0256 - mean_absolute_error: 0.1309 - mean_squared_error: 0.0256 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 995/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1477 - mean_squared_error: 0.0290 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 996/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1394 - mean_squared_error: 0.0274 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 997/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0271 - mean_absolute_error: 0.1388 - mean_squared_error: 0.0271 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 998/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1475 - mean_squared_error: 0.0281 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 999/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1469 - mean_squared_error: 0.0305 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 1000/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1419 - mean_squared_error: 0.0279 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 1001/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0301 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0301 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 1002/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1397 - mean_squared_error: 0.0272 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 1003/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1529 - mean_squared_error: 0.0325 - val_loss: 0.0160 - val_mean_absolute_error: 0.1049 - val_mean_squared_error: 0.0160
Epoch 1004/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0333 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0333 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 1005/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0273 - mean_absolute_error: 0.1397 - mean_squared_error: 0.0273 - val_loss: 0.0160 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0160
Epoch 1006/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0299 - val_loss: 0.0159 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0159
Epoch 1007/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1394 - mean_squared_error: 0.0272 - val_loss: 0.0159 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0159
Epoch 1008/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1337 - mean_squared_error: 0.0264 - val_loss: 0.0159 - val_mean_absolute_error: 0.1048 - val_mean_squared_error: 0.0159
Epoch 1009/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0258 - mean_absolute_error: 0.1371 - mean_squared_error: 0.0258 - val_loss: 0.0159 - val_mean_absolute_error: 0.1047 - val_mean_squared_error: 0.0159
Epoch 1010/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0259 - mean_absolute_error: 0.1326 - mean_squared_error: 0.0259 - val_loss: 0.0159 - val_mean_absolute_error: 0.1047 - val_mean_squared_error: 0.0159
Epoch 1011/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0295 - mean_absolute_error: 0.1485 - mean_squared_error: 0.0295 - val_loss: 0.0159 - val_mean_absolute_error: 0.1047 - val_mean_squared_error: 0.0159
Epoch 1012/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0294 - mean_absolute_error: 0.1481 - mean_squared_error: 0.0294 - val_loss: 0.0159 - val_mean_absolute_error: 0.1047 - val_mean_squared_error: 0.0159
Epoch 1013/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1417 - mean_squared_error: 0.0281 - val_loss: 0.0159 - val_mean_absolute_error: 0.1047 - val_mean_squared_error: 0.0159
Epoch 1014/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0298 - val_loss: 0.0159 - val_mean_absolute_error: 0.1047 - val_mean_squared_error: 0.0159
Epoch 1015/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0312 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0312 - val_loss: 0.0159 - val_mean_absolute_error: 0.1047 - val_mean_squared_error: 0.0159
Epoch 1016/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0245 - mean_absolute_error: 0.1303 - mean_squared_error: 0.0245 - val_loss: 0.0159 - val_mean_absolute_error: 0.1046 - val_mean_squared_error: 0.0159
Epoch 1017/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1397 - mean_squared_error: 0.0263 - val_loss: 0.0159 - val_mean_absolute_error: 0.1046 - val_mean_squared_error: 0.0159
Epoch 1018/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0284 - mean_absolute_error: 0.1417 - mean_squared_error: 0.0284 - val_loss: 0.0159 - val_mean_absolute_error: 0.1046 - val_mean_squared_error: 0.0159
Epoch 1019/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0264 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0264 - val_loss: 0.0159 - val_mean_absolute_error: 0.1046 - val_mean_squared_error: 0.0159
Epoch 1020/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0304 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0304 - val_loss: 0.0159 - val_mean_absolute_error: 0.1046 - val_mean_squared_error: 0.0159
Epoch 1021/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1418 - mean_squared_error: 0.0269 - val_loss: 0.0159 - val_mean_absolute_error: 0.1046 - val_mean_squared_error: 0.0159
Epoch 1022/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0253 - mean_absolute_error: 0.1348 - mean_squared_error: 0.0253 - val_loss: 0.0159 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0159
Epoch 1023/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0304 - mean_absolute_error: 0.1515 - mean_squared_error: 0.0304 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1024/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0259 - mean_absolute_error: 0.1343 - mean_squared_error: 0.0259 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1025/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1448 - mean_squared_error: 0.0290 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1026/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1370 - mean_squared_error: 0.0270 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1027/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1407 - mean_squared_error: 0.0279 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1028/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0285 - mean_absolute_error: 0.1460 - mean_squared_error: 0.0285 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1029/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0297 - val_loss: 0.0158 - val_mean_absolute_error: 0.1044 - val_mean_squared_error: 0.0158
Epoch 1030/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1448 - mean_squared_error: 0.0290 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1031/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0322 - mean_absolute_error: 0.1526 - mean_squared_error: 0.0322 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1032/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0276 - val_loss: 0.0158 - val_mean_absolute_error: 0.1044 - val_mean_squared_error: 0.0158
Epoch 1033/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1450 - mean_squared_error: 0.0280 - val_loss: 0.0158 - val_mean_absolute_error: 0.1044 - val_mean_squared_error: 0.0158
Epoch 1034/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0331 - mean_absolute_error: 0.1544 - mean_squared_error: 0.0331 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1035/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0285 - mean_absolute_error: 0.1426 - mean_squared_error: 0.0285 - val_loss: 0.0158 - val_mean_absolute_error: 0.1045 - val_mean_squared_error: 0.0158
Epoch 1036/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0299 - val_loss: 0.0158 - val_mean_absolute_error: 0.1044 - val_mean_squared_error: 0.0158
Epoch 1037/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0315 - mean_absolute_error: 0.1502 - mean_squared_error: 0.0315 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1038/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1403 - mean_squared_error: 0.0278 - val_loss: 0.0158 - val_mean_absolute_error: 0.1044 - val_mean_squared_error: 0.0158
Epoch 1039/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1482 - mean_squared_error: 0.0300 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1040/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1427 - mean_squared_error: 0.0283 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1041/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0235 - mean_absolute_error: 0.1277 - mean_squared_error: 0.0235 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1042/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1489 - mean_squared_error: 0.0303 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1043/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0303 - mean_absolute_error: 0.1520 - mean_squared_error: 0.0303 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1044/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0255 - mean_absolute_error: 0.1363 - mean_squared_error: 0.0255 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1045/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0305 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0305 - val_loss: 0.0158 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0158
Epoch 1046/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0315 - mean_absolute_error: 0.1554 - mean_squared_error: 0.0315 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1047/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0264 - val_loss: 0.0157 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0157
Epoch 1048/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0262 - mean_absolute_error: 0.1312 - mean_squared_error: 0.0262 - val_loss: 0.0157 - val_mean_absolute_error: 0.1043 - val_mean_squared_error: 0.0157
Epoch 1049/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0275 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0275 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1050/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1457 - mean_squared_error: 0.0298 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1051/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0316 - mean_absolute_error: 0.1518 - mean_squared_error: 0.0316 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1052/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0299 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0299 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1053/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0287 - mean_absolute_error: 0.1461 - mean_squared_error: 0.0287 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1054/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1473 - mean_squared_error: 0.0286 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1055/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0284 - mean_absolute_error: 0.1469 - mean_squared_error: 0.0284 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1056/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0237 - mean_absolute_error: 0.1278 - mean_squared_error: 0.0237 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1057/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0304 - mean_absolute_error: 0.1464 - mean_squared_error: 0.0304 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1058/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0335 - mean_absolute_error: 0.1567 - mean_squared_error: 0.0335 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1059/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1416 - mean_squared_error: 0.0277 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1060/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1465 - mean_squared_error: 0.0298 - val_loss: 0.0157 - val_mean_absolute_error: 0.1042 - val_mean_squared_error: 0.0157
Epoch 1061/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1400 - mean_squared_error: 0.0263 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1062/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0250 - mean_absolute_error: 0.1378 - mean_squared_error: 0.0250 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1063/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1537 - mean_squared_error: 0.0317 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1064/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0262 - mean_absolute_error: 0.1377 - mean_squared_error: 0.0262 - val_loss: 0.0157 - val_mean_absolute_error: 0.1041 - val_mean_squared_error: 0.0157
Epoch 1065/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1429 - mean_squared_error: 0.0278 - val_loss: 0.0157 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0157
Epoch 1066/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0317 - mean_absolute_error: 0.1547 - mean_squared_error: 0.0317 - val_loss: 0.0157 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0157
Epoch 1067/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1390 - mean_squared_error: 0.0277 - val_loss: 0.0157 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0157
Epoch 1068/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0261 - mean_absolute_error: 0.1383 - mean_squared_error: 0.0261 - val_loss: 0.0157 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0157
Epoch 1069/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0301 - mean_absolute_error: 0.1481 - mean_squared_error: 0.0301 - val_loss: 0.0157 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0157
Epoch 1070/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0297 - val_loss: 0.0156 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0156
Epoch 1071/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0260 - mean_absolute_error: 0.1360 - mean_squared_error: 0.0260 - val_loss: 0.0156 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0156
Epoch 1072/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0279 - mean_absolute_error: 0.1399 - mean_squared_error: 0.0279 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1073/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1396 - mean_squared_error: 0.0280 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1074/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0270 - mean_absolute_error: 0.1390 - mean_squared_error: 0.0270 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1075/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0259 - mean_absolute_error: 0.1388 - mean_squared_error: 0.0259 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1076/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0295 - mean_absolute_error: 0.1446 - mean_squared_error: 0.0295 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1077/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0294 - mean_absolute_error: 0.1515 - mean_squared_error: 0.0294 - val_loss: 0.0156 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0156
Epoch 1078/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0265 - mean_absolute_error: 0.1336 - mean_squared_error: 0.0265 - val_loss: 0.0156 - val_mean_absolute_error: 0.1040 - val_mean_squared_error: 0.0156
Epoch 1079/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0298 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1080/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1498 - mean_squared_error: 0.0300 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1081/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1492 - mean_squared_error: 0.0303 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1082/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0252 - mean_absolute_error: 0.1313 - mean_squared_error: 0.0252 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1083/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0287 - mean_absolute_error: 0.1428 - mean_squared_error: 0.0287 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1084/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1449 - mean_squared_error: 0.0278 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1085/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0261 - mean_absolute_error: 0.1332 - mean_squared_error: 0.0261 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1086/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0227 - mean_absolute_error: 0.1281 - mean_squared_error: 0.0227 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1087/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0231 - mean_absolute_error: 0.1307 - mean_squared_error: 0.0231 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1088/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0286 - val_loss: 0.0156 - val_mean_absolute_error: 0.1039 - val_mean_squared_error: 0.0156
Epoch 1089/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1463 - mean_squared_error: 0.0303 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1090/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0275 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1091/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0268 - mean_absolute_error: 0.1383 - mean_squared_error: 0.0268 - val_loss: 0.0156 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0156
Epoch 1092/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0277 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0277 - val_loss: 0.0155 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0155
Epoch 1093/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0244 - mean_absolute_error: 0.1333 - mean_squared_error: 0.0244 - val_loss: 0.0155 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0155
Epoch 1094/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0257 - mean_absolute_error: 0.1381 - mean_squared_error: 0.0257 - val_loss: 0.0155 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0155
Epoch 1095/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1407 - mean_squared_error: 0.0290 - val_loss: 0.0155 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0155
Epoch 1096/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1349 - mean_squared_error: 0.0263 - val_loss: 0.0155 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0155
Epoch 1097/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0312 - mean_absolute_error: 0.1502 - mean_squared_error: 0.0312 - val_loss: 0.0155 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0155
Epoch 1098/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1493 - mean_squared_error: 0.0297 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1099/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0328 - mean_absolute_error: 0.1571 - mean_squared_error: 0.0328 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1100/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0222 - mean_absolute_error: 0.1246 - mean_squared_error: 0.0222 - val_loss: 0.0155 - val_mean_absolute_error: 0.1036 - val_mean_squared_error: 0.0155
Epoch 1101/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0277 - mean_absolute_error: 0.1424 - mean_squared_error: 0.0277 - val_loss: 0.0155 - val_mean_absolute_error: 0.1036 - val_mean_squared_error: 0.0155
Epoch 1102/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0269 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1103/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0319 - mean_absolute_error: 0.1532 - mean_squared_error: 0.0319 - val_loss: 0.0155 - val_mean_absolute_error: 0.1036 - val_mean_squared_error: 0.0155
Epoch 1104/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0288 - mean_absolute_error: 0.1463 - mean_squared_error: 0.0288 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1105/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0309 - mean_absolute_error: 0.1509 - mean_squared_error: 0.0309 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1106/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0258 - mean_absolute_error: 0.1366 - mean_squared_error: 0.0258 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1107/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1433 - mean_squared_error: 0.0279 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1108/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0293 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0293 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1109/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0292 - mean_absolute_error: 0.1446 - mean_squared_error: 0.0292 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1110/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0283 - val_loss: 0.0155 - val_mean_absolute_error: 0.1038 - val_mean_squared_error: 0.0155
Epoch 1111/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1477 - mean_squared_error: 0.0295 - val_loss: 0.0155 - val_mean_absolute_error: 0.1037 - val_mean_squared_error: 0.0155
Epoch 1112/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0256 - mean_absolute_error: 0.1372 - mean_squared_error: 0.0256 - val_loss: 0.0155 - val_mean_absolute_error: 0.1036 - val_mean_squared_error: 0.0155
Epoch 1113/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0328 - mean_absolute_error: 0.1591 - mean_squared_error: 0.0328 - val_loss: 0.0155 - val_mean_absolute_error: 0.1036 - val_mean_squared_error: 0.0155
Epoch 1114/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0301 - mean_absolute_error: 0.1470 - mean_squared_error: 0.0301 - val_loss: 0.0155 - val_mean_absolute_error: 0.1036 - val_mean_squared_error: 0.0155
Epoch 1115/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0286 - mean_absolute_error: 0.1438 - mean_squared_error: 0.0286 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1116/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0285 - mean_absolute_error: 0.1476 - mean_squared_error: 0.0285 - val_loss: 0.0154 - val_mean_absolute_error: 0.1036 - val_mean_squared_error: 0.0154
Epoch 1117/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1570 - mean_squared_error: 0.0325 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1118/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0278 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0278 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1119/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0295 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0295 - val_loss: 0.0154 - val_mean_absolute_error: 0.1034 - val_mean_squared_error: 0.0154
Epoch 1120/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1461 - mean_squared_error: 0.0283 - val_loss: 0.0154 - val_mean_absolute_error: 0.1034 - val_mean_squared_error: 0.0154
Epoch 1121/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0247 - mean_absolute_error: 0.1327 - mean_squared_error: 0.0247 - val_loss: 0.0154 - val_mean_absolute_error: 0.1034 - val_mean_squared_error: 0.0154
Epoch 1122/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1384 - mean_squared_error: 0.0270 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1123/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1442 - mean_squared_error: 0.0280 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1124/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1447 - mean_squared_error: 0.0280 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1125/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0247 - mean_absolute_error: 0.1335 - mean_squared_error: 0.0247 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1126/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0236 - mean_absolute_error: 0.1289 - mean_squared_error: 0.0236 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1127/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0260 - mean_absolute_error: 0.1366 - mean_squared_error: 0.0260 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1128/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1385 - mean_squared_error: 0.0254 - val_loss: 0.0154 - val_mean_absolute_error: 0.1035 - val_mean_squared_error: 0.0154
Epoch 1129/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1392 - mean_squared_error: 0.0270 - val_loss: 0.0154 - val_mean_absolute_error: 0.1034 - val_mean_squared_error: 0.0154
Epoch 1130/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0331 - mean_absolute_error: 0.1526 - mean_squared_error: 0.0331 - val_loss: 0.0154 - val_mean_absolute_error: 0.1034 - val_mean_squared_error: 0.0154
Epoch 1131/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0304 - mean_absolute_error: 0.1475 - mean_squared_error: 0.0304 - val_loss: 0.0154 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0154
Epoch 1132/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0250 - mean_absolute_error: 0.1327 - mean_squared_error: 0.0250 - val_loss: 0.0154 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0154
Epoch 1133/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0262 - mean_absolute_error: 0.1362 - mean_squared_error: 0.0262 - val_loss: 0.0154 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0154
Epoch 1134/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0318 - mean_absolute_error: 0.1571 - mean_squared_error: 0.0318 - val_loss: 0.0154 - val_mean_absolute_error: 0.1034 - val_mean_squared_error: 0.0154
Epoch 1135/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0293 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0293 - val_loss: 0.0154 - val_mean_absolute_error: 0.1034 - val_mean_squared_error: 0.0154
Epoch 1136/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0281 - val_loss: 0.0154 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0154
Epoch 1137/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0309 - mean_absolute_error: 0.1500 - mean_squared_error: 0.0309 - val_loss: 0.0154 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0154
Epoch 1138/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0283 - mean_absolute_error: 0.1481 - mean_squared_error: 0.0283 - val_loss: 0.0154 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0154
Epoch 1139/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0241 - mean_absolute_error: 0.1312 - mean_squared_error: 0.0241 - val_loss: 0.0153 - val_mean_absolute_error: 0.1032 - val_mean_squared_error: 0.0153
Epoch 1140/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0284 - mean_absolute_error: 0.1468 - mean_squared_error: 0.0284 - val_loss: 0.0153 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0153
Epoch 1141/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0283 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0283 - val_loss: 0.0153 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0153
Epoch 1142/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0234 - mean_absolute_error: 0.1291 - mean_squared_error: 0.0234 - val_loss: 0.0153 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0153
Epoch 1143/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1473 - mean_squared_error: 0.0284 - val_loss: 0.0153 - val_mean_absolute_error: 0.1032 - val_mean_squared_error: 0.0153
Epoch 1144/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0281 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0281 - val_loss: 0.0153 - val_mean_absolute_error: 0.1033 - val_mean_squared_error: 0.0153
Epoch 1145/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1437 - mean_squared_error: 0.0280 - val_loss: 0.0153 - val_mean_absolute_error: 0.1032 - val_mean_squared_error: 0.0153
Epoch 1146/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1403 - mean_squared_error: 0.0265 - val_loss: 0.0153 - val_mean_absolute_error: 0.1032 - val_mean_squared_error: 0.0153
Epoch 1147/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0266 - mean_absolute_error: 0.1402 - mean_squared_error: 0.0266 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1148/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1485 - mean_squared_error: 0.0292 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1149/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0257 - mean_absolute_error: 0.1383 - mean_squared_error: 0.0257 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1150/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0311 - mean_absolute_error: 0.1541 - mean_squared_error: 0.0311 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1151/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0283 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0283 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1152/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0251 - mean_absolute_error: 0.1338 - mean_squared_error: 0.0251 - val_loss: 0.0153 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0153
Epoch 1153/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0271 - mean_absolute_error: 0.1425 - mean_squared_error: 0.0271 - val_loss: 0.0153 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0153
Epoch 1154/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0273 - mean_absolute_error: 0.1400 - mean_squared_error: 0.0273 - val_loss: 0.0153 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0153
Epoch 1155/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0277 - val_loss: 0.0153 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0153
Epoch 1156/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1501 - mean_squared_error: 0.0310 - val_loss: 0.0153 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0153
Epoch 1157/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0276 - mean_absolute_error: 0.1463 - mean_squared_error: 0.0276 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1158/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0283 - mean_absolute_error: 0.1441 - mean_squared_error: 0.0283 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1159/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0232 - mean_absolute_error: 0.1304 - mean_squared_error: 0.0232 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1160/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1437 - mean_squared_error: 0.0278 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1161/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0275 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1162/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0262 - mean_absolute_error: 0.1395 - mean_squared_error: 0.0262 - val_loss: 0.0153 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0153
Epoch 1163/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1412 - mean_squared_error: 0.0277 - val_loss: 0.0152 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0152
Epoch 1164/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1423 - mean_squared_error: 0.0272 - val_loss: 0.0152 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0152
Epoch 1165/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1457 - mean_squared_error: 0.0295 - val_loss: 0.0152 - val_mean_absolute_error: 0.1031 - val_mean_squared_error: 0.0152
Epoch 1166/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1494 - mean_squared_error: 0.0302 - val_loss: 0.0152 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0152
Epoch 1167/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0295 - mean_absolute_error: 0.1463 - mean_squared_error: 0.0295 - val_loss: 0.0152 - val_mean_absolute_error: 0.1029 - val_mean_squared_error: 0.0152
Epoch 1168/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step - loss: 0.0248 - mean_absolute_error: 0.1357 - mean_squared_error: 0.0248 - val_loss: 0.0152 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0152
Epoch 1169/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0346 - mean_absolute_error: 0.1589 - mean_squared_error: 0.0346 - val_loss: 0.0152 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0152
Epoch 1170/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0312 - mean_absolute_error: 0.1507 - mean_squared_error: 0.0312 - val_loss: 0.0152 - val_mean_absolute_error: 0.1029 - val_mean_squared_error: 0.0152
Epoch 1171/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0268 - mean_absolute_error: 0.1418 - mean_squared_error: 0.0268 - val_loss: 0.0152 - val_mean_absolute_error: 0.1029 - val_mean_squared_error: 0.0152
Epoch 1172/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0250 - mean_absolute_error: 0.1353 - mean_squared_error: 0.0250 - val_loss: 0.0152 - val_mean_absolute_error: 0.1030 - val_mean_squared_error: 0.0152
Epoch 1173/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1404 - mean_squared_error: 0.0264 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1174/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1386 - mean_squared_error: 0.0278 - val_loss: 0.0152 - val_mean_absolute_error: 0.1029 - val_mean_squared_error: 0.0152
Epoch 1175/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0279 - mean_absolute_error: 0.1441 - mean_squared_error: 0.0279 - val_loss: 0.0152 - val_mean_absolute_error: 0.1029 - val_mean_squared_error: 0.0152
Epoch 1176/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0273 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0273 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1177/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1485 - mean_squared_error: 0.0308 - val_loss: 0.0152 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0152
Epoch 1178/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0272 - mean_absolute_error: 0.1391 - mean_squared_error: 0.0272 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1179/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0290 - mean_absolute_error: 0.1440 - mean_squared_error: 0.0290 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1180/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0269 - mean_absolute_error: 0.1406 - mean_squared_error: 0.0269 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1181/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1327 - mean_squared_error: 0.0254 - val_loss: 0.0152 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0152
Epoch 1182/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0233 - mean_absolute_error: 0.1299 - mean_squared_error: 0.0233 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1183/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1338 - mean_squared_error: 0.0257 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1184/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0259 - mean_absolute_error: 0.1356 - mean_squared_error: 0.0259 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1185/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0299 - val_loss: 0.0152 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0152
Epoch 1186/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1399 - mean_squared_error: 0.0276 - val_loss: 0.0152 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0152
Epoch 1187/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0265 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1188/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0274 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0274 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1189/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1451 - mean_squared_error: 0.0275 - val_loss: 0.0151 - val_mean_absolute_error: 0.1026 - val_mean_squared_error: 0.0151
Epoch 1190/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0260 - mean_absolute_error: 0.1379 - mean_squared_error: 0.0260 - val_loss: 0.0151 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0151
Epoch 1191/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0301 - mean_absolute_error: 0.1485 - mean_squared_error: 0.0301 - val_loss: 0.0151 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0151
Epoch 1192/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0298 - mean_absolute_error: 0.1467 - mean_squared_error: 0.0298 - val_loss: 0.0151 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0151
Epoch 1193/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0246 - mean_absolute_error: 0.1329 - mean_squared_error: 0.0246 - val_loss: 0.0151 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0151
Epoch 1194/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0305 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0305 - val_loss: 0.0151 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0151
Epoch 1195/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1490 - mean_squared_error: 0.0292 - val_loss: 0.0151 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0151
Epoch 1196/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0246 - mean_absolute_error: 0.1333 - mean_squared_error: 0.0246 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1197/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0309 - mean_absolute_error: 0.1524 - mean_squared_error: 0.0309 - val_loss: 0.0151 - val_mean_absolute_error: 0.1028 - val_mean_squared_error: 0.0151
Epoch 1198/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1398 - mean_squared_error: 0.0257 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1199/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0292 - mean_absolute_error: 0.1468 - mean_squared_error: 0.0292 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1200/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0250 - mean_absolute_error: 0.1318 - mean_squared_error: 0.0250 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1201/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1477 - mean_squared_error: 0.0303 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1202/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1405 - mean_squared_error: 0.0267 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1203/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0278 - mean_absolute_error: 0.1474 - mean_squared_error: 0.0278 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1204/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0306 - mean_absolute_error: 0.1503 - mean_squared_error: 0.0306 - val_loss: 0.0151 - val_mean_absolute_error: 0.1027 - val_mean_squared_error: 0.0151
Epoch 1205/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0288 - mean_absolute_error: 0.1461 - mean_squared_error: 0.0288 - val_loss: 0.0151 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0151
Epoch 1206/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0259 - mean_absolute_error: 0.1336 - mean_squared_error: 0.0259 - val_loss: 0.0151 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0151
Epoch 1207/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1439 - mean_squared_error: 0.0284 - val_loss: 0.0151 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0151
Epoch 1208/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0303 - mean_absolute_error: 0.1508 - mean_squared_error: 0.0303 - val_loss: 0.0151 - val_mean_absolute_error: 0.1026 - val_mean_squared_error: 0.0151
Epoch 1209/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0334 - mean_absolute_error: 0.1549 - mean_squared_error: 0.0334 - val_loss: 0.0151 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0151
Epoch 1210/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1478 - mean_squared_error: 0.0299 - val_loss: 0.0151 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0151
Epoch 1211/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1400 - mean_squared_error: 0.0263 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1212/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0264 - mean_absolute_error: 0.1379 - mean_squared_error: 0.0264 - val_loss: 0.0150 - val_mean_absolute_error: 0.1024 - val_mean_squared_error: 0.0150
Epoch 1213/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0245 - mean_absolute_error: 0.1305 - mean_squared_error: 0.0245 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1214/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1455 - mean_squared_error: 0.0282 - val_loss: 0.0150 - val_mean_absolute_error: 0.1026 - val_mean_squared_error: 0.0150
Epoch 1215/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1446 - mean_squared_error: 0.0283 - val_loss: 0.0150 - val_mean_absolute_error: 0.1026 - val_mean_squared_error: 0.0150
Epoch 1216/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0248 - mean_absolute_error: 0.1355 - mean_squared_error: 0.0248 - val_loss: 0.0150 - val_mean_absolute_error: 0.1026 - val_mean_squared_error: 0.0150
Epoch 1217/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0262 - mean_absolute_error: 0.1377 - mean_squared_error: 0.0262 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1218/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0260 - mean_absolute_error: 0.1395 - mean_squared_error: 0.0260 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1219/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0233 - mean_absolute_error: 0.1331 - mean_squared_error: 0.0233 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1220/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1450 - mean_squared_error: 0.0276 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1221/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0250 - mean_absolute_error: 0.1346 - mean_squared_error: 0.0250 - val_loss: 0.0150 - val_mean_absolute_error: 0.1024 - val_mean_squared_error: 0.0150
Epoch 1222/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1434 - mean_squared_error: 0.0280 - val_loss: 0.0150 - val_mean_absolute_error: 0.1024 - val_mean_squared_error: 0.0150
Epoch 1223/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0282 - mean_absolute_error: 0.1407 - mean_squared_error: 0.0282 - val_loss: 0.0150 - val_mean_absolute_error: 0.1024 - val_mean_squared_error: 0.0150
Epoch 1224/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1390 - mean_squared_error: 0.0264 - val_loss: 0.0150 - val_mean_absolute_error: 0.1024 - val_mean_squared_error: 0.0150
Epoch 1225/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0239 - mean_absolute_error: 0.1324 - mean_squared_error: 0.0239 - val_loss: 0.0150 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0150
Epoch 1226/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0318 - mean_absolute_error: 0.1537 - mean_squared_error: 0.0318 - val_loss: 0.0150 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0150
Epoch 1227/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0233 - mean_absolute_error: 0.1289 - mean_squared_error: 0.0233 - val_loss: 0.0150 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0150
Epoch 1228/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1409 - mean_squared_error: 0.0279 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1229/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1358 - mean_squared_error: 0.0263 - val_loss: 0.0150 - val_mean_absolute_error: 0.1025 - val_mean_squared_error: 0.0150
Epoch 1230/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0276 - mean_absolute_error: 0.1416 - mean_squared_error: 0.0276 - val_loss: 0.0150 - val_mean_absolute_error: 0.1024 - val_mean_squared_error: 0.0150
Epoch 1231/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0260 - mean_absolute_error: 0.1381 - mean_squared_error: 0.0260 - val_loss: 0.0150 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0150
Epoch 1232/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1391 - mean_squared_error: 0.0275 - val_loss: 0.0150 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0150
Epoch 1233/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1368 - mean_squared_error: 0.0257 - val_loss: 0.0150 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0150
Epoch 1234/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1452 - mean_squared_error: 0.0297 - val_loss: 0.0150 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0150
Epoch 1235/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0266 - mean_absolute_error: 0.1382 - mean_squared_error: 0.0266 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1236/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1386 - mean_squared_error: 0.0276 - val_loss: 0.0149 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0149
Epoch 1237/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1519 - mean_squared_error: 0.0299 - val_loss: 0.0149 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0149
Epoch 1238/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0294 - mean_absolute_error: 0.1447 - mean_squared_error: 0.0294 - val_loss: 0.0149 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0149
Epoch 1239/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0304 - mean_absolute_error: 0.1514 - mean_squared_error: 0.0304 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1240/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1441 - mean_squared_error: 0.0278 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1241/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0247 - mean_absolute_error: 0.1341 - mean_squared_error: 0.0247 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1242/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1474 - mean_squared_error: 0.0299 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1243/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0325 - mean_absolute_error: 0.1551 - mean_squared_error: 0.0325 - val_loss: 0.0149 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0149
Epoch 1244/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1377 - mean_squared_error: 0.0275 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1245/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0241 - mean_absolute_error: 0.1323 - mean_squared_error: 0.0241 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1246/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0249 - mean_absolute_error: 0.1341 - mean_squared_error: 0.0249 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1247/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0277 - val_loss: 0.0149 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0149
Epoch 1248/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1414 - mean_squared_error: 0.0269 - val_loss: 0.0149 - val_mean_absolute_error: 0.1023 - val_mean_squared_error: 0.0149
Epoch 1249/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1401 - mean_squared_error: 0.0269 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1250/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0275 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0275 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1251/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1444 - mean_squared_error: 0.0277 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1252/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0256 - mean_absolute_error: 0.1373 - mean_squared_error: 0.0256 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1253/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0229 - mean_absolute_error: 0.1273 - mean_squared_error: 0.0229 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1254/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1479 - mean_squared_error: 0.0286 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1255/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1383 - mean_squared_error: 0.0257 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1256/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1451 - mean_squared_error: 0.0284 - val_loss: 0.0149 - val_mean_absolute_error: 0.1022 - val_mean_squared_error: 0.0149
Epoch 1257/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0259 - mean_absolute_error: 0.1380 - mean_squared_error: 0.0259 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1258/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0248 - mean_absolute_error: 0.1354 - mean_squared_error: 0.0248 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1259/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0245 - mean_absolute_error: 0.1347 - mean_squared_error: 0.0245 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1260/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1394 - mean_squared_error: 0.0272 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1261/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0235 - mean_absolute_error: 0.1314 - mean_squared_error: 0.0235 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1262/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1412 - mean_squared_error: 0.0279 - val_loss: 0.0149 - val_mean_absolute_error: 0.1021 - val_mean_squared_error: 0.0149
Epoch 1263/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0261 - mean_absolute_error: 0.1347 - mean_squared_error: 0.0261 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1264/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0247 - mean_absolute_error: 0.1328 - mean_squared_error: 0.0247 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1265/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0315 - mean_absolute_error: 0.1506 - mean_squared_error: 0.0315 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1266/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0267 - val_loss: 0.0148 - val_mean_absolute_error: 0.1019 - val_mean_squared_error: 0.0148
Epoch 1267/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0262 - mean_absolute_error: 0.1380 - mean_squared_error: 0.0262 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1268/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0268 - mean_absolute_error: 0.1441 - mean_squared_error: 0.0268 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1269/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0257 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1270/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1369 - mean_squared_error: 0.0267 - val_loss: 0.0148 - val_mean_absolute_error: 0.1019 - val_mean_squared_error: 0.0148
Epoch 1271/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0250 - mean_absolute_error: 0.1372 - mean_squared_error: 0.0250 - val_loss: 0.0148 - val_mean_absolute_error: 0.1019 - val_mean_squared_error: 0.0148
Epoch 1272/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0284 - mean_absolute_error: 0.1427 - mean_squared_error: 0.0284 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1273/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0253 - mean_absolute_error: 0.1362 - mean_squared_error: 0.0253 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1274/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0271 - mean_absolute_error: 0.1411 - mean_squared_error: 0.0271 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1275/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0228 - mean_absolute_error: 0.1283 - mean_squared_error: 0.0228 - val_loss: 0.0148 - val_mean_absolute_error: 0.1020 - val_mean_squared_error: 0.0148
Epoch 1276/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0252 - mean_absolute_error: 0.1354 - mean_squared_error: 0.0252 - val_loss: 0.0148 - val_mean_absolute_error: 0.1019 - val_mean_squared_error: 0.0148
Epoch 1277/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0261 - mean_absolute_error: 0.1364 - mean_squared_error: 0.0261 - val_loss: 0.0148 - val_mean_absolute_error: 0.1019 - val_mean_squared_error: 0.0148
Epoch 1278/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1397 - mean_squared_error: 0.0265 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1279/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1520 - mean_squared_error: 0.0310 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1280/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1387 - mean_squared_error: 0.0269 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1281/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1383 - mean_squared_error: 0.0264 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1282/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0316 - mean_absolute_error: 0.1534 - mean_squared_error: 0.0316 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1283/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1408 - mean_squared_error: 0.0267 - val_loss: 0.0148 - val_mean_absolute_error: 0.1018 - val_mean_squared_error: 0.0148
Epoch 1284/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0246 - mean_absolute_error: 0.1341 - mean_squared_error: 0.0246 - val_loss: 0.0148 - val_mean_absolute_error: 0.1017 - val_mean_squared_error: 0.0148
Epoch 1285/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0290 - mean_absolute_error: 0.1454 - mean_squared_error: 0.0290 - val_loss: 0.0147 - val_mean_absolute_error: 0.1017 - val_mean_squared_error: 0.0147
Epoch 1286/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1446 - mean_squared_error: 0.0280 - val_loss: 0.0147 - val_mean_absolute_error: 0.1017 - val_mean_squared_error: 0.0147
Epoch 1287/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1366 - mean_squared_error: 0.0265 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1288/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0239 - mean_absolute_error: 0.1308 - mean_squared_error: 0.0239 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1289/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0278 - mean_absolute_error: 0.1436 - mean_squared_error: 0.0278 - val_loss: 0.0147 - val_mean_absolute_error: 0.1017 - val_mean_squared_error: 0.0147
Epoch 1290/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0262 - mean_absolute_error: 0.1370 - mean_squared_error: 0.0262 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1291/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0326 - mean_absolute_error: 0.1549 - mean_squared_error: 0.0326 - val_loss: 0.0147 - val_mean_absolute_error: 0.1017 - val_mean_squared_error: 0.0147
Epoch 1292/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0272 - mean_absolute_error: 0.1424 - mean_squared_error: 0.0272 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1293/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1414 - mean_squared_error: 0.0265 - val_loss: 0.0147 - val_mean_absolute_error: 0.1017 - val_mean_squared_error: 0.0147
Epoch 1294/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1379 - mean_squared_error: 0.0267 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1295/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1427 - mean_squared_error: 0.0274 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1296/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0299 - mean_absolute_error: 0.1480 - mean_squared_error: 0.0299 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1297/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0284 - mean_absolute_error: 0.1426 - mean_squared_error: 0.0284 - val_loss: 0.0147 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0147
Epoch 1298/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0308 - mean_absolute_error: 0.1475 - mean_squared_error: 0.0308 - val_loss: 0.0147 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0147
Epoch 1299/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0253 - mean_absolute_error: 0.1382 - mean_squared_error: 0.0253 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1300/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0267 - mean_absolute_error: 0.1416 - mean_squared_error: 0.0267 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1301/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0250 - mean_absolute_error: 0.1363 - mean_squared_error: 0.0250 - val_loss: 0.0147 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0147
Epoch 1302/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0302 - mean_absolute_error: 0.1509 - mean_squared_error: 0.0302 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1303/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0255 - mean_absolute_error: 0.1392 - mean_squared_error: 0.0255 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1304/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0254 - mean_absolute_error: 0.1323 - mean_squared_error: 0.0254 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1305/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0286 - mean_absolute_error: 0.1453 - mean_squared_error: 0.0286 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1306/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0279 - mean_absolute_error: 0.1440 - mean_squared_error: 0.0279 - val_loss: 0.0147 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0147
Epoch 1307/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0276 - mean_absolute_error: 0.1442 - mean_squared_error: 0.0276 - val_loss: 0.0147 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0147
Epoch 1308/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0283 - mean_absolute_error: 0.1439 - mean_squared_error: 0.0283 - val_loss: 0.0147 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0147
Epoch 1309/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0256 - mean_absolute_error: 0.1338 - mean_squared_error: 0.0256 - val_loss: 0.0147 - val_mean_absolute_error: 0.1016 - val_mean_squared_error: 0.0147
Epoch 1310/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0289 - mean_absolute_error: 0.1447 - mean_squared_error: 0.0289 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1311/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 0.0251 - mean_absolute_error: 0.1358 - mean_squared_error: 0.0251 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1312/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0271 - mean_absolute_error: 0.1403 - mean_squared_error: 0.0271 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1313/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0268 - mean_absolute_error: 0.1377 - mean_squared_error: 0.0268 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1314/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0269 - mean_absolute_error: 0.1428 - mean_squared_error: 0.0269 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1315/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0307 - mean_absolute_error: 0.1499 - mean_squared_error: 0.0307 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1316/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0301 - mean_absolute_error: 0.1504 - mean_squared_error: 0.0301 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1317/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0230 - mean_absolute_error: 0.1295 - mean_squared_error: 0.0230 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1318/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0243 - mean_absolute_error: 0.1343 - mean_squared_error: 0.0243 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1319/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0234 - mean_absolute_error: 0.1319 - mean_squared_error: 0.0234 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1320/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1431 - mean_squared_error: 0.0282 - val_loss: 0.0146 - val_mean_absolute_error: 0.1013 - val_mean_squared_error: 0.0146
Epoch 1321/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0265 - mean_absolute_error: 0.1360 - mean_squared_error: 0.0265 - val_loss: 0.0146 - val_mean_absolute_error: 0.1013 - val_mean_squared_error: 0.0146
Epoch 1322/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0266 - mean_absolute_error: 0.1417 - mean_squared_error: 0.0266 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1323/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0239 - mean_absolute_error: 0.1324 - mean_squared_error: 0.0239 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1324/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0310 - mean_absolute_error: 0.1526 - mean_squared_error: 0.0310 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1325/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0284 - mean_absolute_error: 0.1430 - mean_squared_error: 0.0284 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1326/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0282 - mean_absolute_error: 0.1440 - mean_squared_error: 0.0282 - val_loss: 0.0146 - val_mean_absolute_error: 0.1015 - val_mean_squared_error: 0.0146
Epoch 1327/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1375 - mean_squared_error: 0.0274 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1328/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0221 - mean_absolute_error: 0.1300 - mean_squared_error: 0.0221 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1329/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1413 - mean_squared_error: 0.0280 - val_loss: 0.0146 - val_mean_absolute_error: 0.1013 - val_mean_squared_error: 0.0146
Epoch 1330/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0280 - mean_absolute_error: 0.1393 - mean_squared_error: 0.0280 - val_loss: 0.0146 - val_mean_absolute_error: 0.1014 - val_mean_squared_error: 0.0146
Epoch 1331/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0299 - mean_absolute_error: 0.1488 - mean_squared_error: 0.0299 - val_loss: 0.0146 - val_mean_absolute_error: 0.1013 - val_mean_squared_error: 0.0146
Epoch 1332/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0273 - mean_absolute_error: 0.1391 - mean_squared_error: 0.0273 - val_loss: 0.0146 - val_mean_absolute_error: 0.1013 - val_mean_squared_error: 0.0146
Epoch 1333/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0277 - mean_absolute_error: 0.1426 - mean_squared_error: 0.0277 - val_loss: 0.0146 - val_mean_absolute_error: 0.1012 - val_mean_squared_error: 0.0146
Epoch 1334/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0273 - mean_absolute_error: 0.1414 - mean_squared_error: 0.0273 - val_loss: 0.0146 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0146
Epoch 1335/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0275 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0275 - val_loss: 0.0145 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0145
Epoch 1336/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0292 - mean_absolute_error: 0.1467 - mean_squared_error: 0.0292 - val_loss: 0.0145 - val_mean_absolute_error: 0.1012 - val_mean_squared_error: 0.0145
Epoch 1337/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0261 - mean_absolute_error: 0.1361 - mean_squared_error: 0.0261 - val_loss: 0.0146 - val_mean_absolute_error: 0.1013 - val_mean_squared_error: 0.0146
Epoch 1338/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0231 - mean_absolute_error: 0.1262 - mean_squared_error: 0.0231 - val_loss: 0.0145 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0145
Epoch 1339/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0300 - mean_absolute_error: 0.1486 - mean_squared_error: 0.0300 - val_loss: 0.0145 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0145
Epoch 1340/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0297 - mean_absolute_error: 0.1459 - mean_squared_error: 0.0297 - val_loss: 0.0145 - val_mean_absolute_error: 0.1012 - val_mean_squared_error: 0.0145
Epoch 1341/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0313 - mean_absolute_error: 0.1495 - mean_squared_error: 0.0313 - val_loss: 0.0145 - val_mean_absolute_error: 0.1012 - val_mean_squared_error: 0.0145
Epoch 1342/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0288 - mean_absolute_error: 0.1471 - mean_squared_error: 0.0288 - val_loss: 0.0145 - val_mean_absolute_error: 0.1012 - val_mean_squared_error: 0.0145
Epoch 1343/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0306 - mean_absolute_error: 0.1473 - mean_squared_error: 0.0306 - val_loss: 0.0145 - val_mean_absolute_error: 0.1012 - val_mean_squared_error: 0.0145
Epoch 1344/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0264 - mean_absolute_error: 0.1385 - mean_squared_error: 0.0264 - val_loss: 0.0145 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0145
Epoch 1345/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0257 - mean_absolute_error: 0.1396 - mean_squared_error: 0.0257 - val_loss: 0.0145 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0145
Epoch 1346/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0271 - mean_absolute_error: 0.1391 - mean_squared_error: 0.0271 - val_loss: 0.0145 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0145
Epoch 1347/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0263 - mean_absolute_error: 0.1360 - mean_squared_error: 0.0263 - val_loss: 0.0145 - val_mean_absolute_error: 0.1012 - val_mean_squared_error: 0.0145
Epoch 1348/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0270 - mean_absolute_error: 0.1425 - mean_squared_error: 0.0270 - val_loss: 0.0145 - val_mean_absolute_error: 0.1011 - val_mean_squared_error: 0.0145
Epoch 1349/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0281 - mean_absolute_error: 0.1418 - mean_squared_error: 0.0281 - val_loss: 0.0145 - val_mean_absolute_error: 0.1010 - val_mean_squared_error: 0.0145
Epoch 1350/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0274 - mean_absolute_error: 0.1422 - mean_squared_error: 0.0274 - val_loss: 0.0145 - val_mean_absolute_error: 0.1010 - val_mean_squared_error: 0.0145
Epoch 1351/3500
9/9 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step - loss: 0.0262 - mean_absolute_error: 0.1390 - mean_squared_error: 0.0262 - val_loss: 0.0145 - val_mean_absolute_error: 0.1010 - val_mean_squared_error: 0.0145
#%% Plot the loss and accuracy curves for training and validation
plt.plot(history.history['loss'], color = 'r', label = "train loss")
plt.plot(history.history['val_loss'], color = 'b', label = "validation loss")
plt.title("Test Loss")
plt.xlabel("Number of Epochs")
plt.ylabel("Loss")
plt.legend()
plt.show()
#%% Use model to make predictions
# Predict on training data
pred_tr = model.predict(X_train)
# Predict on a test data
pred_te = model.predict(X_test)
3/3 ━━━━━━━━━━━━━━━━━━━━ 0s 9ms/step
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 14ms/step
def regression_results(y_true, y_pred):
# Regression metrics
ev = explained_variance_score(y_true, y_pred)
mae = mean_absolute_error(y_true, y_pred)
mse = mean_squared_error(y_true, y_pred)
r2 = r2_score(y_true, y_pred)
print('explained_variance: ', round(ev,4))
print('MAE: ', round(mae,4))
print('MSE: ', round(mse,4))
print('R²: ', round(r2,4))
print("")
print('---------- Evaluation on Training Data ----------')
regression_results(y_train, pred_tr)
print("")
print('---------- Evaluation on Test Data ----------')
regression_results(y_test, pred_te)
print("")
#%% Model Performance Summary
# from tensorflow import keras
# best_model = keras.models.load_model('best_model.hdf5')
# print("")
# print('-------------------- Model Summary --------------------')
# best_model.summary() # print model summary
# print("")
# print('-------------------- Weights and Biases --------------------')
# for layer in model.layers:
# print("Layer: ", layer.name) # print layer name
# print(" --Kernels (Weights): ", layer.get_weights()[0]) # kernels (weights)
# print(" --Biases: ", layer.get_weights()[1]) # biases
# print("")
# print('---------- Evaluation on Training Data ----------')
# regression_results(y_train, pred_tr)
# print("")
# print('---------- Evaluation on Test Data ----------')
# regression_results(y_test, pred_te)
# print("")
---------- Evaluation on Training Data ----------
explained_variance: 0.1817
MAE: 0.1385
MSE: 0.0265
R²: 0.1816
---------- Evaluation on Test Data ----------
explained_variance: 0.2044
MAE: 0.101
MSE: 0.0145
R²: 0.2043
#%% Model Performance Summary
print("")
print('-------------------- Model Summary --------------------')
model.summary() # print model summary
print("")
print('-------------------- Weights and Biases --------------------')
for layer in model.layers:
print("Layer: ", layer.name) # print layer name
print(" --Kernels (Weights): ", layer.get_weights()[0]) # kernels (weights)
print(" --Biases: ", layer.get_weights()[1]) # biases
-------------------- Model Summary --------------------
Model: "Model-with-Six-Input"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩ │ Hidden-Layer (Dense) │ (None, 5) │ 35 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ Output-Layer (Dense) │ (None, 1) │ 6 │ └─────────────────────────────────┴────────────────────────┴───────────────┘
Total params: 43 (176.00 B)
Trainable params: 41 (164.00 B)
Non-trainable params: 0 (0.00 B)
Optimizer params: 2 (12.00 B)
-------------------- Weights and Biases --------------------
Layer: Hidden-Layer
--Kernels (Weights): [[ 0.36167505 0.49059024 0.04235549 0.17851661 0.33277908]
[-0.65256655 0.6424151 0.49294963 0.21197596 0.58716804]
[-0.52653486 0.30755156 0.31538 -0.4461142 -0.49935636]
[ 0.40127668 -0.13171709 -0.44368467 -0.39800766 0.02997286]
[-0.5237422 0.6400293 0.24124819 0.34675872 -0.5824352 ]
[ 0.9838279 0.10423114 0.23469603 -0.35981414 0.56213826]]
--Biases: [-0.02262097 -0.00999288 -0.05335375 0.02961579 -0.00219402]
Layer: Output-Layer
--Kernels (Weights): [[ 0.5728813 ]
[ 0.546393 ]
[ 0.5494772 ]
[-0.50066847]
[ 0.13345505]]
--Biases: [-0.350685]