Project Juggler merge requestshttps://eicweb.phy.anl.gov/EIC/juggler/-/merge_requests2022-02-09T20:17:56Zhttps://eicweb.phy.anl.gov/EIC/juggler/-/merge_requests/370Proof of concept algorithm that uses tensorflow-lite for ML on clusters2022-02-09T20:17:56ZWouter DeconinckProof of concept algorithm that uses tensorflow-lite for ML on clustersThis demonstrates how to include a tensorflow-lite model into a gaudi algorithm, compile, and link.
There are number of outstanding issues...
What is the best way to pass info from the options file to the algorithm? Should we include t...This demonstrates how to include a tensorflow-lite model into a gaudi algorithm, compile, and link.
There are number of outstanding issues...
What is the best way to pass info from the options file to the algorithm? Should we include the expected input to the tensor as options? Right now we have an envisioned calling syntax somewhat like this:
```python
cluster_identification = ClusterIdentification("cluster_identification",
inputClusterCollection = "EcalBarrelImagingHitsML",
outputParticles = "ReconstructedParticles",
modelTFLiteFile = "calibrations/cluster_identification.tflite",
)
```
but we could add
```python
inputFeatures = ['energy', 'eta', 'phi']
```
which would use those features with the model. Ideally we would hardcode the features as metadata along with the tflite file to prevent incorrect use.Wouter DeconinckWouter Deconinckhttps://eicweb.phy.anl.gov/EIC/juggler/-/merge_requests/369Draft: Resolve "Testing CI for Alexander"2022-01-28T23:13:27ZDmitry RomanovDraft: Resolve "Testing CI for Alexander"Closes #79Closes #79Dmitry RomanovDmitry Romanovhttps://eicweb.phy.anl.gov/EIC/juggler/-/merge_requests/351Draft: Tof pid plugin2021-11-12T16:27:23ZAlexander KiselevDraft: Tof pid pluginTOF PID plugin skeleton for ZhenyuTOF PID plugin skeleton for Zhenyuhttps://eicweb.phy.anl.gov/EIC/juggler/-/merge_requests/348Updated momentum calculation for neutrals.2021-11-02T19:52:06ZBarak SchmooklerUpdated momentum calculation for neutrals.https://eicweb.phy.anl.gov/EIC/juggler/-/merge_requests/311track projection to reference surface2021-10-26T20:19:14ZWenqing Fantrack projection to reference surfaceProject reconstructed track parameters at Perigee surface to a reference surfaceProject reconstructed track parameters at Perigee surface to a reference surface