ParticleTransformer to 4 layers for all, run 3 trainings of the same configs

HEP-KBFI / ml-tau-en-reg

Reconstructing tau leptons using various machine learning techniques

GNU General Public License v3.0

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Closed jpata closed 3 weeks ago

jpata commented 4 weeks ago

set ParticleTransformer to 4 layers for all training types
run 3 separate trainings to get an idea about the training stability
regression plots as pdf
new results in /local/joosep/ml-tau-en-reg/results/240608_PT_num_layers_4_all/
disable early stopping

decay mode PT:

LN:

SDNN:

momentum regression PT:

LN:

SDN:

The final compilation of losses is as follows: