Parallel Training of Time series Predictor #4189
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vamshik113
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Hi @vamshik113, thank you for this feature request. We currently do not have distributed training for time series on our near-term roadmap, but I will convert this discussion into an issue to keep track of the progress / updates on this feature. If we decide to pursue this feature, we will likely need to first implement parallel local training on a single instance with Ray, and then move to distributed training next. |
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Hello, I've been utilizing AutoGluon and finding it quite enjoyable. I had a question about parallelizing model training. Is it possible to concurrently train all forecasters and then utilize the outputs of the best models for Ensemble Training? For instance, suppose I have an ECR Node group with multiple nodes that could be leveraged to parallelise the training of each model.
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