diff --git a/numba_dpex/core/passes/dufunc_inliner.py b/numba_dpex/core/passes/dufunc_inliner.py
index 17b11cf706..d59ebf98f7 100644
--- a/numba_dpex/core/passes/dufunc_inliner.py
+++ b/numba_dpex/core/passes/dufunc_inliner.py
@@ -116,13 +116,8 @@ def _is_dufunc_callsite(expr, block):
 
 
 def dufunc_inliner(func_ir, calltypes, typemap, typingctx, targetctx):
-    _DEBUG = False
     modified = False
 
-    if _DEBUG:
-        print("GUFunc before inlining DUFunc".center(80, "-"))
-        print(func_ir.dump())
-
     work_list = list(func_ir.blocks.items())
     # use a work list, look for call sites via `ir.Expr.op == call` and
     # then pass these to `self._do_work` to make decisions about inlining.
@@ -152,11 +147,6 @@ def dufunc_inliner(func_ir, calltypes, typemap, typingctx, targetctx):
                             break  # because block structure changed
                     else:
                         continue
-    if _DEBUG:
-        print("GUFunc after inlining DUFunc".center(80, "-"))
-        print(func_ir.dump())
-        print("".center(80, "-"))
-
     if modified:
         # clean up leftover load instructions. This step is needed or else
         # SpirvLowerer would complain
@@ -165,9 +155,4 @@ def dufunc_inliner(func_ir, calltypes, typemap, typingctx, targetctx):
         # functions introducing blocks
         func_ir.blocks = simplify_CFG(func_ir.blocks)
 
-    if _DEBUG:
-        print("GUFunc after inlining DUFunc, DCE, SimplyCFG".center(80, "-"))
-        print(func_ir.dump())
-        print("".center(80, "-"))
-
     return True
diff --git a/numba_dpex/core/passes/passes.py b/numba_dpex/core/passes/passes.py
index 19aa5b67a5..1bc1ab42aa 100644
--- a/numba_dpex/core/passes/passes.py
+++ b/numba_dpex/core/passes/passes.py
@@ -31,15 +31,6 @@ def run_pass(self, state):
         assert state.func_ir
         func_ir = state.func_ir
 
-        _DEBUG = False
-
-        if _DEBUG:
-            print(
-                "Checks if size of OpenCL local address space alloca is a "
-                + "compile-time constant.".center(80, "-")
-            )
-            print(func_ir.dump())
-
         work_list = list(func_ir.blocks.items())
         while work_list:
             label, block = work_list.pop()
diff --git a/numba_dpex/core/types/dpnp_ndarray_type.py b/numba_dpex/core/types/dpnp_ndarray_type.py
index 04edec02b1..9fc32c909c 100644
--- a/numba_dpex/core/types/dpnp_ndarray_type.py
+++ b/numba_dpex/core/types/dpnp_ndarray_type.py
@@ -59,7 +59,7 @@ def __array_ufunc__(self, ufunc, method, *inputs, **kwargs):
             return
 
     def __str__(self):
-        return self.name.replace("USMNdArray", "DpnpNdarray")
+        return self.name.replace("USMNdArray", "DpnpNdArray")
 
     def __repr__(self):
         return self.__str__()
@@ -193,47 +193,6 @@ def __allocate__(
             # enable this code path.
             raise NotImplementedError("F Arrays are not yet supported")
 
-            empty_c_typ = lhs_typ.copy(layout="C")
-            empty_c_var = ir.Var(scope, mk_unique_var("$empty_c_var"), loc)
-            if typemap:
-                typemap[empty_c_var.name] = lhs_typ.copy(layout="C")
-            empty_c_assign = ir.Assign(alloc_call, empty_c_var, loc)
-
-            # attr call: asfortranarray = getattr(g_np_var, asfortranarray)
-            asfortranarray_attr_call = ir.Expr.getattr(
-                g_np_var, "asfortranarray", loc
-            )
-            afa_attr_var = ir.Var(
-                scope, mk_unique_var("$asfortran_array_attr"), loc
-            )
-            if typemap:
-                typemap[afa_attr_var.name] = get_np_ufunc_typ(
-                    dpnp.asfortranarray
-                )
-            afa_attr_assign = ir.Assign(
-                asfortranarray_attr_call, afa_attr_var, loc
-            )
-            # call asfortranarray
-            asfortranarray_call = ir.Expr.call(
-                afa_attr_var, [empty_c_var], (), loc
-            )
-            if calltypes:
-                calltypes[asfortranarray_call] = typemap[
-                    afa_attr_var.name
-                ].get_call_type(typingctx, [empty_c_typ], {})
-
-            asfortranarray_assign = ir.Assign(asfortranarray_call, lhs, loc)
-
-            out.extend(
-                [
-                    g_np_assign,
-                    attr_assign,
-                    typ_var_assign,
-                    empty_c_assign,
-                    afa_attr_assign,
-                    asfortranarray_assign,
-                ]
-            )
         else:
             alloc_assign = ir.Assign(alloc_call, lhs, loc)
             out.extend([g_np_assign, attr_assign, typ_var_assign, alloc_assign])