diff --git a/src/contrib/tf_op/tvm_dso_op_kernels.cc b/src/contrib/tf_op/tvm_dso_op_kernels.cc
index d74d8fb917e5..705a3347b68c 100644
--- a/src/contrib/tf_op/tvm_dso_op_kernels.cc
+++ b/src/contrib/tf_op/tvm_dso_op_kernels.cc
@@ -97,12 +97,29 @@ class TensorAsBuf {
 
 tensorflow::Status GetDLPackDtype(const tensorflow::Tensor& tf_tensor, DLDataType* res) {
   auto dtype = tf_tensor.dtype();
-  if (dtype == tensorflow::DT_FLOAT) {
+
+  if (dtype == tensorflow::DT_HALF) {
+    *res = {kDLFloat, 16, 1};
+  } else if (dtype == tensorflow::DT_FLOAT) {
     *res = {kDLFloat, 32, 1};
-  } else if (dtype == tensorflow::DT_INT64) {
-    *res = {kDLInt, 64, 1};
+  } else if (dtype == tensorflow::DT_DOUBLE) {
+    *res = {kDLFloat, 64, 1};
+  } else if (dtype == tensorflow::DT_INT8) {
+    *res = {kDLInt, 8, 1};
+  } else if (dtype == tensorflow::DT_INT16) {
+    *res = {kDLInt, 16, 1};
   } else if (dtype == tensorflow::DT_INT32) {
     *res = {kDLInt, 32, 1};
+  } else if (dtype == tensorflow::DT_INT64) {
+    *res = {kDLInt, 64, 1};
+  } else if (dtype == tensorflow::DT_UINT8) {
+    *res = {kDLUInt, 8, 1};
+  } else if (dtype == tensorflow::DT_UINT16) {
+    *res = {kDLUInt, 16, 1};
+  } else if (dtype == tensorflow::DT_UINT32) {
+    *res = {kDLUInt, 32, 1};
+  } else if (dtype == tensorflow::DT_UINT64) {
+    *res = {kDLUInt, 64, 1};
   } else {
     return tensorflow::Status(tensorflow::error::INTERNAL, "Fail to get dlpack datatype");
   }
diff --git a/src/contrib/tf_op/tvm_dso_ops.cc b/src/contrib/tf_op/tvm_dso_ops.cc
index 1183b2ef34b5..794494298d71 100644
--- a/src/contrib/tf_op/tvm_dso_ops.cc
+++ b/src/contrib/tf_op/tvm_dso_ops.cc
@@ -21,11 +21,15 @@
 
 REGISTER_OP("TvmDsoOp")
     .Input("input_args: ListT")
-    .Attr("ListT: list({int8, int32, int64, float16, float32})")
+    .Attr(
+        "ListT: list({float16, float32, float64, int8, int16, int32, int64, uint8, uint16,"
+        "uint32, uint64})")
     .Input("dynamic_output_shape: int64")
     .Output("output: output_dtype")
     .Attr("lib_path: string")
     .Attr("func_name: string")
-    .Attr("output_dtype: {int8, int32, int64, float16, float32} = DT_FLOAT")
+    .Attr(
+        "output_dtype: {float16, float32, float64, int8, int16, int32, int64, uint8, uint16,"
+        "uint32, uint64} = DT_FLOAT")
     .Attr("static_output_shape: list(int) >= 0 = []")
     .Attr("has_static_output_shape: bool");