diff --git a/torch_npu/csrc/aten/common/ResizeNpu.h b/torch_npu/csrc/aten/common/ResizeNpu.h
index 7d9c3a2b8c2a28093cdc75ddf2ffcc543a144541..715e2d4b9c0dc16a6a33ce4b19c38b3aec7de7d4 100644
--- a/torch_npu/csrc/aten/common/ResizeNpu.h
+++ b/torch_npu/csrc/aten/common/ResizeNpu.h
@@ -20,12 +20,17 @@ static void storage_resize_npu(
     c10::IntArrayRef new_size)
 {
     if (!storage.resizable()) {
-        AT_ERROR("Trying to resize storage that is not resizable");
+        TORCH_CHECK(false, "Trying to resize storage that is not resizable", OPS_ERROR(ErrCode::NOT_SUPPORT));
+        return;
+    }
+
+    auto &storage_desc = torch_npu::NPUBridge::GetNpuStorageImpl(&storage)->npu_desc_;
+    if (!FormatHelper::IsBaseFormatType(storage_desc.npu_format_)) {
+        TORCH_CHECK(false, "Cannot resize storage without base format", OPS_ERROR(ErrCode::NOT_SUPPORT));
         return;
     }
 
     at::DataPtr new_data = storage.allocator()->allocate(size);
-    auto storage_desc = torch_npu::NPUBridge::GetNpuStorageImpl(&storage)->npu_desc_;
     size_t itemsize = storage_desc.data_type_.itemsize();
     at::DataPtr old_data = storage.set_data_ptr(std::move(new_data));
     ptrdiff_t old_size = static_cast<ptrdiff_t>(storage.nbytes());
@@ -45,8 +50,25 @@ static void storage_resize_npu(
     };
     // It is necessary to properly refresh the storage according to sizes and strides,
     // not just new sizes.
-    StorageDescHelper::UpdateDesc(
-        torch_npu::NPUBridge::GetNpuStorageImpl(&storage)->npu_desc_, resize_shape, new_size);
+    int64_t new_data_numel = c10::multiply_integers(resize_shape);
+    int64_t new_shape_numel = c10::multiply_integers(new_size);
+    const c10::IntArrayRef &refresh_size = new_data_numel > new_shape_numel ? resize_shape : new_size;
+
+    // 计算连续场景下size对应的stride值
+    int64_t dim_ = static_cast<int64_t>(refresh_size.size());
+    c10::SmallVector<int64_t, 5> new_stride(dim_);
+    if (dim_ > 0) {
+        int64_t last_idx = dim_ - 1;
+        new_stride[last_idx] = 1;
+        for (auto i = last_idx - 1; i >= 0; --i) {
+            new_stride[i] = new_stride[i + 1] * std::max<int64_t>(refresh_size[i + 1], 1);
+        }
+    }
+
+    storage_desc.base_sizes_ = refresh_size;
+    storage_desc.base_strides_ = new_stride;
+    storage_desc.npu_format_ = ACL_FORMAT_ND;
+    storage_desc.storage_sizes_ = storage_desc.base_sizes_;
 
     if (old_data != nullptr) {
         ptrdiff_t copy_size = old_size;