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33 changes: 25 additions & 8 deletions test/timingtable.jl
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
using Chairmarks, PRIMA, TypedTables
using Chain, Chairmarks, PRIMA, DataFrames
include(joinpath(@__DIR__, "modelcache.jl"))

@isdefined(timingtable) || function timingtable(
@isdefined(timingtable) || function timingtable(;
dsname::Symbol=:insteval,
optimizers::Vector{NTuple{2,Symbol}}=
[
Expand All @@ -10,24 +10,41 @@ include(joinpath(@__DIR__, "modelcache.jl"))
(:prima, :newuoa),
(:prima, :bobyqa),
],
seconds::Integer = 1;
seconds::Integer = 1
)
rowtype = @NamedTuple{
modnum::Int,
modnum::Int8,
ntheta::Int8,
dof::Int8,
bkend::Symbol,
optmzr::Symbol,
optimizer::Symbol,
feval::Int,
objtiv::Float64,
objective::Float64,
time::Float64,
}
val = rowtype[]
mods = models(dsname)

for (j, m) in enumerate(mods)
ntheta = length(m.parmap)
for (bk, opt) in optimizers
bmk = @b refit!(m; progress=false, backend=bk, optimizer=opt) seconds=seconds
push!(val, rowtype((j, bk, opt, m.optsum.feval, m.optsum.fmin, bmk.time)))
push!(val, rowtype((j, ntheta, dof(m), bk, opt, m.optsum.feval, m.optsum.fmin, bmk.time)))
end
end
return Table(val)
return @chain DataFrame(val) begin
groupby(:modnum)
combine(
:ntheta,
:dof,
:bkend,
:optimizer,
:feval,
:objective,
:time,
:objective => minimum => :min_obj,
)
transform!([:objective, :min_obj] => ((x, y) -> x - y) => :del_obj)
end
end

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