Abhishek Bhatt
Abhishek Bhatt
```julia cd(@__DIR__) using Pkg Pkg.activate("ModelingToolkit") using ModelingToolkit, OrdinaryDiffEq @parameters μ @variables t x1(t) x2(t) D = Differential(t) eqs = [D(x1) ~ x2, D(x2) ~ μ*(1-x1^2)*x2 - x1] @named sys =...
```julia using ModelingToolkit using Catalyst, OrdinaryDiffEq, ReactionNetworkImporters, Sundials, Plots, DiffEqDevTools, ODEInterface using ODEInterfaceDiffEq, LSODA, TimerOutputs, LinearAlgebra, BenchmarkTools datadir = joinpath(dirname(pathof(ReactionNetworkImporters)), "../data/bcr") const to = TimerOutput() tf = 100000.0 #generate ModelingToolkit...
For the one's with jacobian, it just doesn't fit in my system's ram(8 gigs). Due to using swap, it just doesn't finish executing.
``` ─────────────────────────────────────────────────────────────────────────────────── Time Allocations ─────────────────────── ──────────────────────── Tot / % measured: 2079s / 66.6% 210GiB / 96.9% Section ncalls time %tot avg alloc %tot avg ─────────────────────────────────────────────────────────────────────────────────── ODEProb SparseJac 1 1324s 95.6%...
``` ODEProblem with uType Vector{Float64} and tType Float64. In-place: true timespan: (0.0, 80.0) u0: 2-element Vector{Float64}: 4.0 6.0 ``` On building the SplitODEProblem it still returns this message. Where can...
Ahh yes, I had thought about it sometime ago https://julialang.slack.com/archives/C7T968HRU/p1655536943724979?thread_ts=1655535510.205359&cid=C7T968HRU but we didn't discuss it so ended up subtyping to `AbstractExplicitLayer`
Still doesn't run full CI. Also there are some conflicts with master, I can't see what the conflicts are because of access issues. Besides maybe we need to need to...
This line errors the Newton NeuralODE Test https://github.com/SciML/DiffEqFlux.jl/blob/c48a0e147bb2196ed277dcfa300ca4c90351683b/test/newton_neural_ode.jl#L51 Is this a compatibility issue with Lux? ```julia ERROR: MethodError: no method matching initial_state(::Optim.KrylovTrustRegion{Float64}, ::Optim.Options{Float64, OptimizationOptimJL.var"#_cb#11"{var"#5#6", Optim.KrylovTrustRegion{Float64}, Base.Iterators.Cycle{Tuple{Optimization.NullData}}}}, ::NLSolversBase.TwiceDifferentiableHV{Float32, ComponentArrays.ComponentVector{Float32, Vector{Float32}, Tuple{ComponentArrays.Axis{(layer_1...