diff --git a/src/base/upsample_nearest2d.h b/src/base/upsample_nearest2d.h
new file mode 100644
index 00000000..68a650e2
--- /dev/null
+++ b/src/base/upsample_nearest2d.h
@@ -0,0 +1,42 @@
+#ifndef INFINI_OPS_BASE_UPSAMPLE_NEAREST2D_H_
+#define INFINI_OPS_BASE_UPSAMPLE_NEAREST2D_H_
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class UpsampleNearest2d : public Operator<UpsampleNearest2d> {
+ public:
+  UpsampleNearest2d(const Tensor self, const std::vector<int64_t> output_size,
+                    Tensor out)
+      : self_shape_{self.shape()},
+        self_strides_{self.strides()},
+        self_type_{self.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor self,
+                          const std::vector<int64_t> output_size,
+                          Tensor out) const = 0;
+
+ protected:
+  Tensor::Shape self_shape_;
+
+  Tensor::Strides self_strides_;
+
+  DataType self_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif