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Published 20 hours ago • verified publisher icon locuslab
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Task-based end-to-end model learning in stochastic optimization

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The NLL loss function in the newsvendor task is wrongly used.

The NLL loss function in the newsvendor task is wrongly used. NLLLoss() (in PyTorch) expects a log-probability as input. But your code sends the raw probability into it. So it...

dichen9412 avatar dichen9412

Low GPU utilization for sequential quadratic programming solver

When I train the task_net from the power scheduling problem (modified to work with my data) the SQP solving process takes forevor. While it runs, my GPU (Tesla K80) utilization...

ryanvolpi avatar ryanvolpi

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verified publisher icon locuslab

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Task-based end-to-end model learning in stochastic optimization

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