Notes

Carry over from 2025-08-08

  • Release updated / migrated models to MLP [completion:: 2025-08-09] Check which models are on MLP with MLP client and which version. No idea. We need to publish new models, and we publish the old ones as 1.0 in Deployed models on MLP.
  • Release eddy current parameter models (2 and 3 exp versions) to MLP [completion:: 2025-08-10] See Deployed eddy current models.
  • Update eddy current model in sps-app-hysteresis [completion:: 2025-08-10] Set to SPS.MBI.EDDY_CURRENT.3EXP
  • Test TransformerLSTM model for predictions [completion:: 2025-08-13]
  • Validate drift-corrected field is actually drift-corrected [completion:: 2025-08-12]

Released hystcomp-utils 0.4.0 Released transformertf 0.13.0 Released sps-mlp-hysteresis-compensation 0.9.0 and 0.10.0, then 0.10.5 with CLI upgrades and bugfixes, with publish_types job Released sps-ucap-hysteresis-compensation 0.3.0

Need to fix deployed models for pytests to pass :D.

Published devices on UCAP:

  • UCAP.SPSBEAM/{BDOT, BDOT_PLAYED}
  • UCAP.MBI/{FULLECO_IREF, DYNECO_IREF}
  • UCAP.QF/{FULLECO_IREF, DYNECO_IREF}
  • UCAP.QD/{FULLECO_IREF, DYNECO_IREF}

Models are published based on which framework is installed (tensorflow, torch)

Submit a bugreport

Released TFTMBI-50 as v0.3 with transformertf 0.13 support. Had to manually update model.hparams.num_future_features 3 -> 4 for weights to load correctly. Need to investigate why this is the case.