Consider this architecture TCNForecaster (2018)

[cwmeijer]

from azure blog: https://learn.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-forecast?view=azureml-api-2 paper: https://arxiv.org/abs/1803.01271