Difference between revisions of "AIEC Deployment"
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| − | + | {| class="wikitable" style="width: 100%;" | |
| − | {| class="wikitable" | ||
|- | |- | ||
| − | + | | style="width: 10%" | Experiment | |
| − | + | | style="width: 10%" | Date | |
| − | + | | style="width: 10%" | Wiki & reports | |
| − | + | | style="width: 30%" | Model | |
| − | + | | style="width: 40%" | Other details | |
|- | |- | ||
|PrimEx | |PrimEx | ||
| Line 19: | Line 18: | ||
*Shifters ran the scripts to read EPICS and suggest HV, before setting HV and starting the run | *Shifters ran the scripts to read EPICS and suggest HV, before setting HV and starting the run | ||
*Much of the run was with empty target. Shifters were not supposed to use the AI w empty tgt but they did. | *Much of the run was with empty target. Shifters were not supposed to use the AI w empty tgt but they did. | ||
| − | *The shifters were not asked to set the HV to 2125V before running the AI. This was not ideal, but saved time. | + | *The shifters were not asked to set the HV to 2125V before running the AI. This was not ideal, but saved time. |
|- | |- | ||
|Cosmics | |Cosmics | ||
| Line 37: | Line 36: | ||
|CPP | |CPP | ||
|June 2022 | |June 2022 | ||
| + | |[https://halldweb.jlab.org/wiki/index.php/CPP_DAQ/Monitoring_Test_Spring_2022#AIEC_planning CPP plans] | ||
| | | | ||
| − | + | *GPR with MLP (multilayer perceptron) learned prior, trained on GlueX-2020 + PrimEx2021 | |
| − | * | + | *Uncertainty quantification used to determine when to return to the comfort zone (3%: is threshold for standard_deviation_of_prediction/ideal_GCF) |
| − | *Uncertainty quantification used to determine when to return to the comfort zone (3% | ||
*Default HV 2125V | *Default HV 2125V | ||
*HV predictions rounded to nearest 1V | *HV predictions rounded to nearest 1V | ||
| − | */group/halld/AIEC/utilities/CDC_control_ai/cpp/d_cdc_modelneeds/gpflow_params.pkl | + | */group/halld/AIEC/utilities/CDC_control_ai/ cpp/d_cdc_modelneeds/gpflow_params.pkl |
| | | | ||
*RoboCDC summoned by DAQ 'GO' to read EPICS and set HV. | *RoboCDC summoned by DAQ 'GO' to read EPICS and set HV. | ||
*RoboCDC scaled the HVB current reading to what it would have been at the default HV, before predicting GCF. | *RoboCDC scaled the HVB current reading to what it would have been at the default HV, before predicting GCF. | ||
*Overall on/off switch added to CDC HV control gui. | *Overall on/off switch added to CDC HV control gui. | ||
| − | + | *[https://halldweb.jlab.org/wiki/index.php/CPP_DAQ/CPP_AIEC_config CPP AIEC CONFIG] | |
| − | * | + | |- |
| − | * | + | |PrimEx 2022 |
| − | + | |Aug-Dec 2022 | |
| + | |[[PrimEx_2022]] | ||
| + | | | ||
| + | *Same model as for CPP, fed fixed HVBi | ||
| + | *GPR with MLP (multilayer perceptron) learned prior, trained on GlueX-2020 + PrimEx2021 | ||
| + | *Uncertainty quantification used to determine when to return to the comfort zone (3%: is threshold for standard_deviation_of_prediction/ideal_GCF) | ||
| + | *Default HV 2125V | ||
| + | *HV predictions rounded to nearest 1V | ||
| + | */group/halld/AIEC/utilities/CDC_control_ai/ cpp/d_cdc_modelneeds/gpflow_params.pkl | ||
| + | | | ||
| + | *HVB current is fixed at the value read during initialization | ||
| + | * RoboCDC switches itself off when the target is changed to empty | ||
| + | * GPFlow Model (trained on 2018+2020+2021PrimeX+2021PrimeX_Empty_Target) saved in a model efficient format (tf function). Load model code was updated to use the new format. | ||
| + | * HVBi current input value is fixed for run period duration | ||
| + | |- | ||
| + | |GlueX 2023 | ||
| + | |Jan 12 - Mar 22 2023 | ||
| + | |[[GlueX_2023]] | ||
| + | | | ||
| + | *TBD | ||
| + | *Default HV 2125V | ||
| + | *HV predictions rounded to nearest 1V | ||
| + | | | ||
|} | |} | ||
Latest revision as of 15:04, 15 December 2022
| Experiment | Date | Wiki & reports | Model | Other details |
| PrimEx | Oct-Nov 2021?? | PrimEx_instructions |
|
|
| Cosmics | March 2022 | Cosmics_test_plans |
|
|
| CPP | June 2022 | CPP plans |
|
|
| PrimEx 2022 | Aug-Dec 2022 | PrimEx_2022 |
|
|
| GlueX 2023 | Jan 12 - Mar 22 2023 | GlueX_2023 |
|