a few more

Author: ChrisRackauckas

src/derivative_wrappers.jl

@@ -668,14 +668,14 @@ function _vecjacobian!(dλ, y, λ, p, t, S::TS, isautojacvec::EnzymeVJP, dgrad,
         ytmp = _tmp5
     end
 
-    tmp1 .= 0 # should be removed for dλ
+    Enzyme.make_zero!(tmp1) # should be removed for dλ
     ytmp .= y
 
     #if dgrad !== nothing
     #  tmp2 = dgrad
     #else
     dup = if !(tmp2 isa DiffEqBase.NullParameters)
-        tmp2 .= 0
+        Enzyme.make_zero!(tmp2)
         Enzyme.Duplicated(p, tmp2)
     else
         Enzyme.Const(p)
@@ -685,7 +685,7 @@ function _vecjacobian!(dλ, y, λ, p, t, S::TS, isautojacvec::EnzymeVJP, dgrad,
     #if dy !== nothing
     #      tmp3 = dy
     #else
-    tmp3 .= 0
+    Enzyme.make_zero!(tmp3)
     #end
 
     vec(tmp4) .= vec(λ)

src/gauss_adjoint.jl

@@ -476,7 +476,7 @@ function vec_pjac!(out, λ, y, t, S::GaussIntegrand)
         tmp3, tmp4, tmp6 = paramjac_config
         vtmp4 = vec(tmp4)
         vtmp4 .= λ
-        out .= 0
+        Enzyme.make_zero!(out)
         Enzyme.make_zero!(tmp6)
         Enzyme.autodiff(
             Enzyme.Reverse, Enzyme.Duplicated(pf, tmp6), Enzyme.Const,

src/quadrature_adjoint.jl

@@ -290,7 +290,7 @@ function vec_pjac!(out, λ, y, t, S::AdjointSensitivityIntegrand)
     elseif sensealg.autojacvec isa EnzymeVJP
         tmp3, tmp4, tmp6 = paramjac_config
         tmp4 .= λ
-        out .= 0
+        Enzyme.make_zero!(out)
         Enzyme.make_zero!(tmp6)
         Enzyme.autodiff(
             Enzyme.Reverse, Enzyme.Duplicated(pf, tmp6), Enzyme.Const,