<code>FluxNLPModels.jl</code> and <code>KnetNLPModels.jl</code>: Connecting deep learning models with optimization solvers

Rahbarnia, Farhad; Raynaud, Paul

This paper presents FluxNLPModels.jl and KnetNLPModels.jl, new Julia packages enabling a neural network, modelled with either Flux.jl or Knet.jl, to be trained by solvers from JuliaSmoothOptimizers.

Published July 2023 , 3 pages

Research Axis

Axis 2: Decision support made in complex systems

Research application

Engineering (engineering design, digital design)

Document

G2325.pdf (200 KB)

GERAD

G-2023-25

FluxNLPModels.jl and KnetNLPModels.jl: Connecting deep learning models with optimization solvers

Farhad Rahbarnia and Paul Raynaud

Research Axis

Research application

Document