From 26fe0b3df06159ea7dbfc48d0cddd74cfc732fd6 Mon Sep 17 00:00:00 2001
From: Fredrik Bagge Carlson <baggepinnen@gmail.com>
Date: Sat, 2 Jan 2021 10:00:25 +0100
Subject: [PATCH] tune GP sampler

---
 src/samplers.jl  | 2 +-
 test/runtests.jl | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/samplers.jl b/src/samplers.jl
index 756de29..ed3be4c 100644
--- 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
index faf95e4..65e5d19 100644
--- 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