Discussions

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  Interface improvements

  ValerianRey started Jan 7, 2026 in General

  

  

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  v0.8.0

  ValerianRey announced Nov 13, 2025 in Announcements

  

  

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  Solution of multiple losses on mse_loss, bce_loss, KLD, and loss_contra.

  linjing-lab asked Sep 14, 2025 in Q&A · Unanswered

  

  

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  Can UPGrad aggregator support gradient normalization?

  suki00621 asked Aug 25, 2025 in Q&A · Unanswered

  

  

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  Applicability of UPGrad in Parallel Multi-Model Setup with Shared Auxiliary Loss

  ayitime started Jul 1, 2025 in General

  

  

  

  

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  Case of no-conflict

  ogencoglu asked Jun 30, 2025 in Q&A · Answered

  

  

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  v0.7.0

  ValerianRey started Jun 4, 2025 in General

  

  

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  Is ConFIG 'non-conflicting' or not in the table of torchJD documentation?

  huzeou asked May 16, 2025 in Q&A · Answered

  

  

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  ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks

  ogencoglu started Sep 8, 2024 in General

  

  

  

  

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  Vanishing Jacobian problem

  MatthewChen37 asked May 12, 2025 in Q&A · Unanswered

  

  

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  Retrieving loss info in MTL

  trunghng started Apr 24, 2025 in General

  

  

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  Relaxed objectives?

  FrigoCoder started Jan 14, 2025 in General

  

  

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  Any examples on how to use this with Pytorch lightning?

  shengy90 started Sep 27, 2024 in General · Closed

  

  

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  Structure for backwarding gramians

  package: autojac

  PierreQuinton started Aug 13, 2024 in General

  

  

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  Compute Gramians of Jacobians by combining vjp and jvp

  cc: feat Conventional commit type for new features. package: autojac

  PierreQuinton started Sep 19, 2024 in Ideas · Closed

  

  

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  back-propagating Gramians

  PierreQuinton started Sep 22, 2024 in Ideas · Closed

  

  

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  Implement Gramian based aggregators as such

  cc: feat Conventional commit type for new features. package: aggregation

  PierreQuinton started Sep 11, 2024 in Ideas

  

  

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