use lower maxiters for surrogate example

scripts/run_experiments.jl

@@ -491,7 +491,7 @@ function experiment_global_basic(ctx)
     β = 1e-3
 
     #maxiters = 10000
-    maxiters = 10000
+    maxiters = 100
     ninner = 1000
 
     M = (4,4)
@@ -527,6 +527,10 @@ function experiment_global_basic(ctx)
     τ = 2/β
     alg = DualTVDDSurrogateAlgorithm(prob; M, overlap, ninner, τ, parallel=false)
 
+    #alg = SurrogateAlgorithm(prob; ninner=1, τ,
+    #    subalg = x -> DualTVDDAlgorithm(x; M, overlap, ninner, parallel = false, σ = 1.,
+    #        subalg = x -> ChambolleAlgorithm(x)))
+
     #return alg
     #alg = DualTVDDAlgorithm(prob; M, overlap, ninner)