HAIDIS — ADAPTIVE TRAINING DATA PIPELINE
HAIDIS trains on any stage of the data processing pipeline — from curated AI-ready data to raw detector output
DAQ / DETECTOR
RAW DETECTOR
DATA
unfiltered
~10-100Gbps
CALIBRATION
&
RECONSTRUCTION
INTERMEDIATE
DATA PRODUCTS
~1-10Gbps
ADDITIONAL
ANALYSIS
AI-READY
TRAINING
DATA
curated & labelled
< 1Gbps
HAIDIS
TRAINING
SAGIPS model update
SAGIPS
MODEL
trained weights
v1.0 → ...
THEORY UPDATE
SAGIPS INFERENCE OUTPUT
0.00
0.25
0.50
0.75
1.00
M(γ₁,γ₂) [GeV/c²]
π⁰ → γγ
η → γγ
Phase 1 — Training on AI-Ready Data
Phase 2 — Intermediate Data Products
Phase 3 — Raw Detector Data
Training data feed
Data packet
Pipeline flow
Phase 1 — Training on AI-Ready Data