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diff --git a/src/tuning/copy.cc b/src/tuning/copy.cc
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+
+// =================================================================================================
+// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
+// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
+// width of 100 characters per line.
+//
+// Author(s):
+//   Cedric Nugteren <www.cedricnugteren.nl>
+//
+// This file implements an auto-tuner to tune the copy OpenCL kernels. It uses CLTune.
+//
+// =================================================================================================
+
+#include <string>
+#include <vector>
+#include <stdexcept>
+
+#include "internal/utilities.h"
+#include "internal/tuning.h"
+
+namespace clblast {
+// =================================================================================================
+
+// The copy auto-tuner
+template <typename T>
+void CopyTune(const Arguments<T> &args,
+              const std::vector<T> &a_mat, std::vector<T> &b_mat,
+              cltune::Tuner &tuner) {
+
+  // This points to the CopyMatrix kernel as found in the CLBlast library. This is just one example
+  // of a copy kernel. However, all copy-kernels use the same tuning parameters, so one has to be
+  // chosen as a representative.
+  std::string common_source =
+  #include "../src/kernels/common.opencl"
+  std::string kernel_source =
+  #include "../src/kernels/copy.opencl"
+  auto sources = common_source + kernel_source;
+  auto id = tuner.AddKernelFromString(sources, "CopyMatrix", {args.m, args.n}, {1, 1});
+  tuner.SetReferenceFromString(sources, "CopyMatrix", {args.m, args.n}, {8, 8});
+
+  // Sets the tunable parameters and their possible values
+  tuner.AddParameter(id, "COPY_DIMX", {8, 16, 32});
+  tuner.AddParameter(id, "COPY_DIMY", {8, 16, 32});
+  tuner.AddParameter(id, "COPY_WPT", {1, 2, 4, 8});
+  tuner.AddParameter(id, "COPY_VW", {1, 2, 4, 8});
+
+  // Tests for a specific precision
+  tuner.AddParameter(id, "PRECISION", {static_cast<size_t>(args.precision)});
+  tuner.AddParameterReference("PRECISION", static_cast<size_t>(args.precision));
+
+  // Modifies the thread-sizes (both global and local) based on the parameters
+  tuner.MulLocalSize(id, {"COPY_DIMX", "COPY_DIMY"});
+  tuner.DivGlobalSize(id, {"COPY_VW", "COPY_WPT"});
+
+  // Sets the function's arguments
+  tuner.AddArgumentScalar(static_cast<int>(args.m));
+  tuner.AddArgumentInput(a_mat);
+  tuner.AddArgumentOutput(b_mat);
+}
+
+// =================================================================================================
+
+// Main function which calls the common client code with the routine-specific function as argument.
+void TunerCopy(int argc, char *argv[]) {
+  switch(GetPrecision(argc, argv)) {
+    case Precision::kHalf: throw std::runtime_error("Unsupported precision mode");
+    case Precision::kSingle: TunerAB<float>(argc, argv, CopyTune<float>); break;
+    case Precision::kDouble: TunerAB<double>(argc, argv, CopyTune<double>); break;
+    case Precision::kComplexSingle: TunerAB<float2>(argc, argv, CopyTune<float2>); break;
+    case Precision::kComplexDouble: TunerAB<double2>(argc, argv, CopyTune<double2>); break;
+  }
+}
+
+// =================================================================================================
+} // namespace clblast
+
+// Main function (not within the clblast namespace)
+int main(int argc, char *argv[]) {
+  clblast::TunerCopy(argc, argv);
+  return 0;
+}
+
+// =================================================================================================