Support search "past_seq_len" parameter in TCNGridRandomRecipe

intel-analytics / analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

https://analytics-zoo.readthedocs.io/

Apache License 2.0

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Open dding3 opened 3 years ago

dding3 commented 3 years ago

"past_seq_len" is a very important parameter in TCN, it would be great if we can auto search its best value in autots.

TheaperDeng commented 3 years ago

Temporarily, we plan to support TCN/Seq2seq lookback searching by supporting customized data loader input.

[ ] pytorch base model support data loader input (#3894 is raised for discussion)
[ ] ray tune searcher support data loader input
[ ] AutoEstimator support data loader input

TheaperDeng commented 3 years ago

I believe we can tune customized dataloader with autoestimator for now :)

dding3 commented 3 years ago

I believe we can tune customized dataloader with autoestimator for now :)

Thank you for the update. If we support this feature now, maybe we need add ut in the code. After it's done, please feel free to close this issue.