Notes
Carry over from 2025-08-07
- Merge RNN Packed Sequences [completion:: 2025-08-08] Add comprehensive RNN packed sequence support with alignment-aware masking Fix an issue with padding: fix decoder_lengths calculation with window-level padding
- Export all models in transformertf to
transformertf.models[completion:: 2025-08-08] Export all models to models package for simplified imports - Pretrain with Packed Sequences [completion:: 2025-08-10]
- Restart hyperparameter tuning on TransformerLSTM [completion:: 2025-08-08]
Cleared TransformerLSTM-HyperOpt and restarted tuning on cs-ccr-ml004 on GPUs 1-3. Using
TMPDIR=.tmpto prevent workers from dying from storage issues in/tmp, and disablePlotHysteresisCallbackto resolve issues with incorrect sequence lengths during plotting due to padding. - Complete note on OLD SPS main dipoles eddy current parameter fitting [completion:: 2025-08-13]
- Add new eddy current decay parameters to MLP [completion:: 2025-08-10]
- Deploy UCAP nodes for Bdot and drift-correction [completion:: 2025-08-10]
- Point app to it and use BDOT for Eddy current correction [completion:: 2025-08-10] Requires update of sps-app-hysteresis for subscription and sps-ucap-hysteresis-compensation for processing, and hystcomp-utils for storing information. Then update sps-ucap-hysteresis-compensation to acquire bdot as well.
- Offline analysis on SFT flat bottom with predictions for next MD [completion:: 2025-09-01]
- Write summary for Verena
- Send email to NXCALS team regarding app-bpt-nx-api [completion:: 2025-08-13]
- Start training