diff --git a/aten/src/ATen/native/mps/OperationUtils.mm b/aten/src/ATen/native/mps/OperationUtils.mm
index 8df366b70de23..73cad4870f852 100644
--- a/aten/src/ATen/native/mps/OperationUtils.mm
+++ b/aten/src/ATen/native/mps/OperationUtils.mm
@@ -120,19 +120,21 @@ MPSDataType getMPSScalarType(ScalarType scalar_type) {
   switch (scalar_type) {
     case ScalarType::Double:
     case ScalarType::Float:
-      return "MPSDataTypeFloat32";
+      return "Float32";
     case ScalarType::Half:
-      return "MPSDataTypeFloat16";
+      return "Float16";
     case ScalarType::Int:
-      return "MPSDataTypeInt32";
+      return "Int32";
     case ScalarType::Long:
-      return "MPSDataTypeInt64";
+      return "Int64";
     case ScalarType::Short:
-      return "MPSDataTypeInt16";
+      return "Int16";
+    case ScalarType::Char:
+      return "UInt8";
     case ScalarType::Byte:
-      return "MPSDataTypeInt8";
+      return "Int8";
     case ScalarType::Bool:
-      return "MPSDataTypeBool";
+      return "Bool";
     default:
       return "Undefined";
   }
@@ -316,6 +318,9 @@ void printTensorNDArray(const Tensor& t) {
     case MPSDataTypeInt8:
       v.i = scalar.to<int8_t>();
       break;
+    case MPSDataTypeUInt8:
+      v.i = scalar.to<uint8_t>();
+      break;
     case MPSDataTypeBool:
       v.b = scalar.to<bool>();
       break;
diff --git a/aten/src/ATen/native/mps/operations/Distributions.mm b/aten/src/ATen/native/mps/operations/Distributions.mm
index f4dad1052cbde..e33d6eaa8565a 100644
--- a/aten/src/ATen/native/mps/operations/Distributions.mm
+++ b/aten/src/ATen/native/mps/operations/Distributions.mm
@@ -15,11 +15,9 @@
 #include <ATen/NativeFunctions.h>
 #include <ATen/AccumulateType.h>
 #include <torch/library.h>
+
 namespace at {
 namespace native {
-namespace templates {
-
-}
 
 Tensor& uniform_mps_(Tensor& input, double from, double to, c10::optional<Generator> gen_)
 {
@@ -717,8 +715,6 @@ static void check_from_to_in_range(int64_t from, int64_t to_inc, ScalarType scal
     c10::optional<Generator> gen,
     Tensor& result) {
 
-  std::cout<<"Multinomial MPS\n";
-
   TORCH_CHECK(
       result.device() == self.device(),
       "multinomial arguments must have the same device");