ci: add benchmark for large parameter initialization model

Author: AayushSabharwal

benchmark/benchmarks.jl

@@ -59,3 +59,19 @@ SUITE["ODEProblem"] = @benchmarkable ODEProblem($model, $u0, $tspan)
 # first call
 init(prob)
 SUITE["init"] = @benchmarkable init($prob)
+
+large_param_init = SUITE["large_parameter_init"] = BenchmarkGroup()
+
+N = 50
+@variables x(t)[1:N]
+@parameters A[1:N, 1:N]
+
+defval = collect(x) * collect(x)'
+@mtkcompile model = System(
+    [D(x) ~ A * x], t; defaults = [A => defval], guesses = [A => fill(NaN, N, N)])
+
+u0 = [x => rand(N)]
+prob = ODEProblem(model, u0, tspan)
+large_param_init["ODEProblem"] = @benchmarkable ODEProblem($model, $u0, $tspan)
+
+large_param_init["init"] = @benchmarkable init($prob)