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{'name': 'sequential_2',
'layers': [{'class_name': 'InputLayer',
'config': {'batch_input_shape': (None, 180, 180, 3),
'dtype': 'float32',
'sparse': False,
'ragged': False,
'name': 'sequential_1_input'}},
{'class_name': 'Sequential',
'config': {'name': 'sequential_1',
'layers': [{'class_name': 'InputLayer',
'config': {'batch_input_shape': (None, 180, 180, 3),
'dtype': 'float32',
'sparse': False,
'ragged': False,
'name': 'random_flip_input'}},
{'class_name': 'RandomFlip',
'config': {'name': 'random_flip',
'trainable': True,
'batch_input_shape': (None, 180, 180, 3),
'dtype': 'float32',
'mode': 'horizontal',
'seed': None}},
{'class_name': 'RandomRotation',
'config': {'name': 'random_rotation',
'trainable': True,
'dtype': 'float32',
'factor': 0.1,
'fill_mode': 'reflect',
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'interpolation': 'bilinear',
'seed': None}},
{'class_name': 'RandomZoom',
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'trainable': True,
'dtype': 'float32',
'height_factor': 0.1,
'width_factor': None,
'fill_mode': 'reflect',
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'interpolation': 'bilinear',
'seed': None}}]}},
{'class_name': 'Rescaling',
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'trainable': True,
'batch_input_shape': (None, 180, 180, 3),
'dtype': 'float32',
'scale': 0.00392156862745098,
'offset': 0.0}},
{'class_name': 'Conv2D',
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'dtype': 'float32',
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'kernel_size': (3, 3),
'strides': (1, 1),
'padding': 'same',
'data_format': 'channels_last',
'dilation_rate': (1, 1),
'groups': 1,
'activation': 'relu',
'use_bias': True,
'kernel_initializer': {'class_name': 'GlorotUniform',
'config': {'seed': None}},
'bias_initializer': {'class_name': 'Zeros', 'config': {}},
'kernel_regularizer': None,
'bias_regularizer': None,
'activity_regularizer': None,
'kernel_constraint': None,
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{'class_name': 'MaxPooling2D',
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{'class_name': 'Conv2D',
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'kernel_size': (3, 3),
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'padding': 'same',
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'dilation_rate': (1, 1),
'groups': 1,
'activation': 'relu',
'use_bias': True,
'kernel_initializer': {'class_name': 'GlorotUniform',
'config': {'seed': None}},
'bias_initializer': {'class_name': 'Zeros', 'config': {}},
'kernel_regularizer': None,
'bias_regularizer': None,
'activity_regularizer': None,
'kernel_constraint': None,
'bias_constraint': None}},
{'class_name': 'MaxPooling2D',
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'trainable': True,
'dtype': 'float32',
'pool_size': (2, 2),
'padding': 'valid',
'strides': (2, 2),
'data_format': 'channels_last'}},
{'class_name': 'Conv2D',
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'trainable': True,
'dtype': 'float32',
'filters': 64,
'kernel_size': (3, 3),
'strides': (1, 1),
'padding': 'same',
'data_format': 'channels_last',
'dilation_rate': (1, 1),
'groups': 1,
'activation': 'relu',
'use_bias': True,
'kernel_initializer': {'class_name': 'GlorotUniform',
'config': {'seed': None}},
'bias_initializer': {'class_name': 'Zeros', 'config': {}},
'kernel_regularizer': None,
'bias_regularizer': None,
'activity_regularizer': None,
'kernel_constraint': None,
'bias_constraint': None}},
{'class_name': 'MaxPooling2D',
'config': {'name': 'max_pooling2d_5',
'trainable': True,
'dtype': 'float32',
'pool_size': (2, 2),
'padding': 'valid',
'strides': (2, 2),
'data_format': 'channels_last'}},
{'class_name': 'Dropout',
'config': {'name': 'dropout',
'trainable': True,
'dtype': 'float32',
'rate': 0.2,
'noise_shape': None,
'seed': None}},
{'class_name': 'Flatten',
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'dtype': 'float32',
'data_format': 'channels_last'}},
{'class_name': 'Dense',
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'kernel_initializer': {'class_name': 'GlorotUniform',
'config': {'seed': None}},
'bias_initializer': {'class_name': 'Zeros', 'config': {}},
'kernel_regularizer': None,
'bias_regularizer': None,
'activity_regularizer': None,
'kernel_constraint': None,
'bias_constraint': None}},
{'class_name': 'Dense',
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'dtype': 'float32',
'units': 5,
'activation': 'linear',
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'kernel_initializer': {'class_name': 'GlorotUniform',
'config': {'seed': None}},
'bias_initializer': {'class_name': 'Zeros', 'config': {}},
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'activity_regularizer': None,
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'bias_constraint': None}}]} |