diff --git a/src/TensorFlowNET.Core/Util/Locks.cs b/src/TensorFlowNET.Core/Util/Locks.cs
new file mode 100644
index 00000000..3b54ee2c
--- /dev/null
+++ b/src/TensorFlowNET.Core/Util/Locks.cs
@@ -0,0 +1,21 @@
+using System.Threading;
+
+namespace Tensorflow.Util
+{
+    /// <summary>
+    ///     Provides a set of locks on different shared levels.
+    /// </summary>
+    public static class Locks
+    {
+        private static readonly ThreadLocal<object> _lockpool = new ThreadLocal<object>(() => new object());
+
+        /// <summary>
+        ///     A seperate lock for every requesting thread.
+        /// </summary>
+        /// <remarks>This property is thread-safe.</remarks>
+        public static object ThreadWide => _lockpool.Value;
+
+
+        public static readonly object ProcessWide = new object();
+    }
+}
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