Switch oval2 qmax test to SROCKEM

Author: jitendravjh

benchmarks/AdaptiveSDE/qmaxDetermination.jmd

@@ -54,10 +54,10 @@ DiffEqBase.calculate_ensemble_errors(test_mc);
 for k in eachindex(qs)
     global times
     Random.seed!(99)
-    adaptiveTime = @elapsed sol = solve(oval2_ensemble, SOSRI(), EnsembleThreads();
+    adaptiveTime = @elapsed sol = solve(oval2_ensemble, SROCKEM(), EnsembleThreads();
         dt = 1/2^(8), abstol = 2.0^(-15), reltol = 2.0^(-10), verbose = SciMLLogging.None(),
-        maxiters = Int(1e6), force_dtmin = true,
-        controller = PIController(SOSRI(); qmax = qs[k], gamma = 0.7),
+        maxiters = Int(1e6),
+        controller = PIController(SROCKEM(); qmax = qs[k], gamma = 0.7),
         trajectories = num_runs)
     numFails = sum(Int(any(isnan, sol.u[i]) || sol.u[i].t[end] != 1) for i in 1:num_runs)
     println("k was $k. The number of Adaptive Fails is $numFails. Elapsed time was $adaptiveTime")