jroesch commented on a change in pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#discussion_r776899924



##########
File path: src/tir/transforms/arg_binder.cc
##########
@@ -184,38 +194,41 @@ void ArgBinder::BindDLTensor(const Buffer& buffer, const 
PrimExpr& device_type,
                                      IntImm(DataType::Int(32), 
buffer->data_alignment), nop));
   }
 
+  // shape field
+  Buffer buf_shape = decl_buffer({IntImm(DataType::Int(32), 
pre_flattened_shape.size())},
+                                 tvm_shape_type, arg_name + ".shape");
   Var v_shape(arg_name + ".shape", DataType::Handle());
   def_handle_dtype_.Set(v_shape, make_const(tvm_shape_type, 0));
   init_nest_.emplace_back(
-      LetStmt(v_shape, TVMArrayGet(DataType::Handle(), handle, 
builtin::kArrShape), nop));
-  for (size_t k = 0; k < buffer->shape.size(); ++k) {
+      LetStmt(buf_shape->data, TVMArrayGet(DataType::Handle(), handle, 
builtin::kArrShape), nop));
+  for (size_t k = 0; k < pre_flattened_shape.size(); ++k) {
     if (dtype == DataType::Int(4) || dtype == DataType::UInt(4) || dtype == 
DataType::Int(1)) {
       break;
     }
     std::ostringstream field_name;
     field_name << v_shape->name_hint << '[' << k << ']';
-    Bind_(buffer->shape[k],
-          cast(buffer->shape[k].dtype(),
-               Load(tvm_shape_type, v_shape, IntImm(DataType::Int(32), k), 
const_true(1))),
-          field_name.str(), true);
+    Bind_(
+        pre_flattened_shape[k],
+        cast(pre_flattened_shape[k].dtype(), BufferLoad(buf_shape, 
{IntImm(DataType::Int(32), k)})),
+        field_name.str(), true);
   }
   // strides field
-  Var v_strides(arg_name + ".strides", DataType::Handle());
-  def_handle_dtype_.Set(v_strides, tir::TypeAnnotation(tvm_shape_type));
-  init_nest_.emplace_back(
-      LetStmt(v_strides, TVMArrayGet(DataType::Handle(), handle, 
builtin::kArrStrides), nop));
-  PrimExpr v_strides_is_null = Call(DataType::Bool(1), builtin::isnullptr(), 
{v_strides});
-  if (buffer->strides.size() == 0) {
+  Buffer buf_strides = decl_buffer({IntImm(DataType::Int(32), 
pre_flattened_strides.size())},
+                                   tvm_shape_type, arg_name + ".strides");

Review comment:
       Can we put the name formatting behind a helper function to make sure 
there is only one place we update?




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