From 6c8f82935656d9fb3acee3b45f97be6f4140cbe9 Mon Sep 17 00:00:00 2001
From: Eli Belash <elibelash@gmail.com>
Date: Thu, 12 Sep 2019 00:57:45 +0300
Subject: [PATCH] Upgraded NumSharp to 0.20.2

---
 src/TensorFlowHub/TensorFlowHub.csproj        |  2 +-
 .../TensorFlowNET.Core.csproj                 |  2 +-
 src/TensorFlowNET.Core/Tensors/Tensor.cs      | 32 +++++++++----------
 src/TensorFlowNET.Core/Tensors/dtypes.cs      |  1 +
 4 files changed, 19 insertions(+), 18 deletions(-)

diff --git a/src/TensorFlowHub/TensorFlowHub.csproj b/src/TensorFlowHub/TensorFlowHub.csproj
index 45501233..d6339667 100644
--- a/src/TensorFlowHub/TensorFlowHub.csproj
+++ b/src/TensorFlowHub/TensorFlowHub.csproj
@@ -17,6 +17,6 @@
     <PackageIconUrl>https://avatars3.githubusercontent.com/u/44989469?s=200&amp;v=4</PackageIconUrl>
   </PropertyGroup>
   <ItemGroup>
-    <PackageReference Include="NumSharp" Version="0.20.1" />
+    <PackageReference Include="NumSharp" Version="0.20.2" />
   </ItemGroup>
 </Project>
\ No newline at end of file
diff --git a/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj b/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj
index 823c02b6..d2d5d1b4 100644
--- a/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj
+++ b/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj
@@ -62,7 +62,7 @@ Docs: https://tensorflownet.readthedocs.io</Description>
 
   <ItemGroup>
     <PackageReference Include="Google.Protobuf" Version="3.5.1" />
-    <PackageReference Include="NumSharp" Version="0.20.1" />
+    <PackageReference Include="NumSharp" Version="0.20.2" />
   </ItemGroup>
 
   <ItemGroup>
diff --git a/src/TensorFlowNET.Core/Tensors/Tensor.cs b/src/TensorFlowNET.Core/Tensors/Tensor.cs
index a4e156c1..fdd807da 100644
--- a/src/TensorFlowNET.Core/Tensors/Tensor.cs
+++ b/src/TensorFlowNET.Core/Tensors/Tensor.cs
@@ -261,31 +261,31 @@ namespace Tensorflow
 		                switch (dtype.as_numpy_dtype().GetTypeCode())
 		                {
 			                %foreach supported_dtypes,supported_dtypes_lowercase%
-			                case NPTypeCode.#1: return new T[] {Converts.ChangeType<T>(*(#2*) buffer, NPTypeCode.#1)};
+			                case NPTypeCode.#1: return new T[] {Converts.ChangeType<T>(*(#2*) buffer)};
 			                %
-			                case NPTypeCode.String: return new T[] {Converts.ChangeType<T>((string)this, NPTypeCode.String)};
+			                case NPTypeCode.String: return new T[] {Converts.ChangeType<T>((string)this)};
 			                default:
 				                throw new NotSupportedException();
 		                }
 		                #endregion
 #else
 		                #region Compute
-		                switch (dtype.as_numpy_dtype()?.GetTypeCode())
+		                switch (dtype.as_numpy_dtype().GetTypeCode())
 		                {
-			                case NPTypeCode.Boolean: return new T[] {Converts.ChangeType<T>(*(bool*) buffer, NPTypeCode.Boolean)};
-			                case NPTypeCode.Byte: return new T[] {Converts.ChangeType<T>(*(byte*) buffer, NPTypeCode.Byte)};
-			                case NPTypeCode.Int16: return new T[] {Converts.ChangeType<T>(*(short*) buffer, NPTypeCode.Int16)};
-			                case NPTypeCode.UInt16: return new T[] {Converts.ChangeType<T>(*(ushort*) buffer, NPTypeCode.UInt16)};
-			                case NPTypeCode.Int32: return new T[] {Converts.ChangeType<T>(*(int*) buffer, NPTypeCode.Int32)};
-			                case NPTypeCode.UInt32: return new T[] {Converts.ChangeType<T>(*(uint*) buffer, NPTypeCode.UInt32)};
-			                case NPTypeCode.Int64: return new T[] {Converts.ChangeType<T>(*(long*) buffer, NPTypeCode.Int64)};
-			                case NPTypeCode.UInt64: return new T[] {Converts.ChangeType<T>(*(ulong*) buffer, NPTypeCode.UInt64)};
-			                case NPTypeCode.Char: return new T[] {Converts.ChangeType<T>(*(char*) buffer, NPTypeCode.Char)};
-			                case NPTypeCode.Double: return new T[] {Converts.ChangeType<T>(*(double*) buffer, NPTypeCode.Double)};
-			                case NPTypeCode.Single: return new T[] {Converts.ChangeType<T>(*(float*) buffer, NPTypeCode.Single)};
-			                case NPTypeCode.String: return new T[] {Converts.ChangeType<T>((string)this, NPTypeCode.String)};
+			                case NPTypeCode.Boolean: return new T[] {Converts.ChangeType<T>(*(bool*) buffer)};
+			                case NPTypeCode.Byte: return new T[] {Converts.ChangeType<T>(*(byte*) buffer)};
+			                case NPTypeCode.Int16: return new T[] {Converts.ChangeType<T>(*(short*) buffer)};
+			                case NPTypeCode.UInt16: return new T[] {Converts.ChangeType<T>(*(ushort*) buffer)};
+			                case NPTypeCode.Int32: return new T[] {Converts.ChangeType<T>(*(int*) buffer)};
+			                case NPTypeCode.UInt32: return new T[] {Converts.ChangeType<T>(*(uint*) buffer)};
+			                case NPTypeCode.Int64: return new T[] {Converts.ChangeType<T>(*(long*) buffer)};
+			                case NPTypeCode.UInt64: return new T[] {Converts.ChangeType<T>(*(ulong*) buffer)};
+			                case NPTypeCode.Char: return new T[] {Converts.ChangeType<T>(*(char*) buffer)};
+			                case NPTypeCode.Double: return new T[] {Converts.ChangeType<T>(*(double*) buffer)};
+			                case NPTypeCode.Single: return new T[] {Converts.ChangeType<T>(*(float*) buffer)};
+			                case NPTypeCode.String: return new T[] {Converts.ChangeType<T>((string)this)};
 			                default:
-                                throw new NotSupportedException();
+				                throw new NotSupportedException();
 		                }
 		                #endregion
 #endif
diff --git a/src/TensorFlowNET.Core/Tensors/dtypes.cs b/src/TensorFlowNET.Core/Tensors/dtypes.cs
index 69ce7d79..41d9009c 100644
--- a/src/TensorFlowNET.Core/Tensors/dtypes.cs
+++ b/src/TensorFlowNET.Core/Tensors/dtypes.cs
@@ -16,6 +16,7 @@
 
 using System;
 using System.Numerics;
+using NumSharp;
 using NumSharp.Backends;
 
 namespace Tensorflow