tune GP sampler

baggepinnen · Jan 2, 2021 · 26fe0b3 · 26fe0b3
1 parent a6ffe8c
commit 26fe0b3
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Showing 2 changed files with 2 additions and 2 deletions.
diff --git a/src/samplers.jl b/src/samplers.jl
@@ -149,7 +149,7 @@ function (s::GPSampler)(ho, iter)
     # plot(s) |> display
     # plot!(x->acqfunc([x]), 1, 5, sp=2)
     # sleep(0.2)
-    iters = min(30, prod(length, s.candidates))
+    iters = min(70, prod(length, s.candidates))
     # iters = 3000
     ho2 = Hyperoptimizer(iterations=iters, params=ho.params, candidates=s.candidates)
     for params in ho2

diff --git a/test/runtests.jl b/test/runtests.jl
@@ -53,7 +53,7 @@ f(a,b=true;c=10) = sum(@. 100 + (a-3)^2 + (b ? 10 : 20) + (c-100)^2) # This func
         end
 
         results = map(1:20) do _
-            hogp = @hyperopt for i=60, sampler=GPSampler(Min), a = LinRange(1,5,100), b = repeat([true, false]',50)[:], c = exp10.(LinRange(-1,3,100))
+            hogp = @hyperopt for i=40, sampler=GPSampler(Min), a = LinRange(1,5,100), b = repeat([true, false]',50)[:], c = exp10.(LinRange(-1,3,100))
                 # println(i, "\t", a, "\t", b, "\t", c)
                 f(a,Bool(b),c=c)
             end