increase the max size of tensor.

mindspore/ccsrc/kernel/aicpu/aicpu_kernel_build.cc

@@ -65,16 +65,16 @@ bool SetIOIputSize(const std::shared_ptr<AnfNode> &anf_node, const size_t &input
     } else {
       auto type_ptr = TypeIdToType(AnfAlgo::GetInputDeviceDataType(anf_node, i));
       MS_EXCEPTION_IF_NULL(type_ptr);
-      int size_i = 1;
+      int64_t size_i = 1;
       for (size_t j = 0; j < shape_i.size(); j++) {
-        IntMulWithOverflowCheck(size_i, static_cast<int>(shape_i[j]), &size_i);
+        LongMulWithOverflowCheck(size_i, static_cast<int>(shape_i[j]), &size_i);
       }
       size_t type_byte = GetTypeByte(type_ptr);
       if (type_byte == 0) {
         return false;
       }
-      IntMulWithOverflowCheck(size_i, SizeToInt(type_byte), &size_i);
-      input_size_list->push_back(IntToSize(size_i));
+      LongMulWithOverflowCheck(size_i, SizeToInt(type_byte), &size_i);
+      input_size_list->push_back(LongToSize(size_i));
     }
   }
   return true;
@@ -97,16 +97,16 @@ bool SetIOSize(const std::shared_ptr<AnfNode> &anf_node, const std::shared_ptr<A
     std::vector<size_t> shape_i = AnfAlgo::GetOutputDeviceShape(anf_node, i);
     TypePtr type_ptr = TypeIdToType(AnfAlgo::GetOutputDeviceDataType(anf_node, i));
     MS_EXCEPTION_IF_NULL(type_ptr);
-    int size_i = 1;
+    int64_t size_i = 1;
     for (size_t j = 0; j < shape_i.size(); j++) {
-      IntMulWithOverflowCheck(size_i, static_cast<int>(shape_i[j]), &size_i);
+      LongMulWithOverflowCheck(size_i, static_cast<int>(shape_i[j]), &size_i);
     }
     size_t type_byte = GetTypeByte(type_ptr);
     if (type_byte == 0) {
       return false;
     }
-    IntMulWithOverflowCheck(size_i, SizeToInt(type_byte), &size_i);
-    output_size_list.push_back(IntToSize(size_i));
+    LongMulWithOverflowCheck(size_i, SizeToInt(type_byte), &size_i);
+    output_size_list.push_back(LongToSize(size_i));
   }
   kernel_mod_ptr->SetOutputSizeList(output_size_list);
   return true;

mindspore/ccsrc/utils/convert_utils_base.h

@@ -102,6 +102,17 @@ inline void IntMulWithOverflowCheck(int a, int b, int *c) {
   *c = out;
 }
 
+inline void LongMulWithOverflowCheck(int64_t a, int64_t b, int64_t *c) {
+  int64_t out = a * b;
+  if (a != 0) {
+    bool ok = ((out / a) != b);
+    if (ok) {
+      MS_LOG(EXCEPTION) << "Mul: a(" << a << ") * b(" << b << ") result is overflow";
+    }
+  }
+  *c = out;
+}
+
 inline size_t SizetMulWithOverflowCheck(size_t a, size_t b) {
   size_t out = a * b;
   if (a != 0) {