initial changes for neuraldsde and neuralsde #736
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Based off of the old one. Might be easiest to just make this Flux based?
ba2tro
commented
Jun 22, 2022
ba2tro
commented
Jun 22, 2022
| p1 = Lux.ComponentArray(p1) | ||
| p2 = Lux.ComponentArray(p2) | ||
| #Component Arrays doesn't provide a name to the first ComponentVector, only subsequent ones get a name for dereferencing | ||
| p = [p1, p2] | ||
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| neuralsde = NeuralDSDE(drift_dudt, diffusion_dudt, tspan, SOSRI(), |
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The choice of the solver here is leading to https://github.com/SciML/DiffEqFlux.jl/runs/7005695604?check_suite_focus=true#step:5:22
We'll either need a different sensealg for NeuralDSDE(currently InterpolatingAdjoint) which is compatible with Lux or change the solver
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Mark the Lux version of this broken and make the example with Flux. Get that done, open an issue, and we can handle the ReverseDiff/Tracker stuff on it later. |
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