TCNConfig

class tfts.models.tcn.TCNConfig(dilation_rates: List[int] = [1, 2, 4, 8], kernel_sizes: List[int] = [2, 2, 2, 2], filters: int = 128, dense_hidden_size: int = 64)

Bases: BaseConfig

Initializes the configuration for the Temporal Convolutional Network (TCN) model with the specified parameters.

Parameters:

• dilation_rates – List of dilation rates for each layer.

• kernel_sizes – List of kernel sizes for each convolutional layer.

• filters – The number of filters (channels) in each convolutional layer.

• dense_hidden_size – The size of the dense hidden layer.

Inherited-members:

Methods

from_dict(config_dict)
from_json(json_file)
from_pretrained(pretrained_model_name_or_path)
save_pretrained(save_directory)
to_dict()
to_json(json_file)
update(config_dict)

Attributes

attribute_map
model_type