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Real-Time Toroidal Equilibrium Reconstruction in FPGA via NN

HLS4ML

mildstone/fpga-profile-reco

Real-Time Toroidal Equilibrium Reconstruction in FPGA via NN

mildstone/fpga-profile-reco

Home
Introduction
HGQ
HLS4ML HLS4ML
Table of contents
- Introduction
- Script explaination and tunable settings/parameters
API Reference
API Reference
- fpga_profile_reco
  fpga_profile_reco
  - config
  - core
    core
    
    evaluation
    
    hyperoptim
    
    models
    
    train
    
    train_hgq
  - data
    data
    
    dataset
    
    equations
    
    generate_eq_sols
  - utils
    utils
    
    helpers
    
    run_optuna_dashboard
    
    schedulers

HLS4ML¶

Introduction¶

Script explaination and tunable settings/parameters¶