From 6dd4bebe6e81e1b6d0c2184ccbc65409a2724cd4 Mon Sep 17 00:00:00 2001
From: Allison Vacanti <alliepiper16@gmail.com>
Date: Thu, 14 Jan 2021 17:51:13 -0500
Subject: [PATCH] Clonable benchmarks.

Adds clone() methods to benchmark_base and axis_base, along with the
scaffolding to support them.
---
 nvbench/axes_metadata.cu          | 20 ++++++++
 nvbench/axes_metadata.cuh         |  9 +++-
 nvbench/axis_base.cu              |  5 ++
 nvbench/axis_base.cuh             |  4 ++
 nvbench/benchmark.cuh             |  9 +++-
 nvbench/benchmark_base.cu         | 12 +++++
 nvbench/benchmark_base.cuh        | 11 +++++
 nvbench/detail/state_generator.cu |  5 +-
 nvbench/float64_axis.cuh          |  4 ++
 nvbench/int64_axis.cuh            |  4 ++
 nvbench/string_axis.cuh           |  4 ++
 nvbench/type_axis.cuh             |  4 ++
 testing/benchmark.cu              | 40 ++++++++++++++++
 testing/float64_axis.cu           | 32 ++++++++++++-
 testing/int64_axis.cu             | 80 +++++++++++++++++++++++++++----
 testing/string_axis.cu            | 37 ++++++++++++--
 testing/type_axis.cu              | 55 +++++++++++++++++++--
 17 files changed, 309 insertions(+), 26 deletions(-)

diff --git a/nvbench/axes_metadata.cu b/nvbench/axes_metadata.cu
index 2a963fa..3be5301 100644
--- a/nvbench/axes_metadata.cu
+++ b/nvbench/axes_metadata.cu
@@ -8,6 +8,26 @@
 namespace nvbench
 {
 
+axes_metadata::axes_metadata(const axes_metadata &other)
+{
+  m_axes.reserve(other.get_axes().size());
+  for (const auto &axis : other.get_axes())
+  {
+    m_axes.push_back(axis->clone());
+  }
+}
+
+axes_metadata &axes_metadata::operator=(const axes_metadata &other)
+{
+  m_axes.clear();
+  m_axes.reserve(other.get_axes().size());
+  for (const auto &axis : other.get_axes())
+  {
+    m_axes.push_back(axis->clone());
+  }
+  return *this;
+}
+
 void axes_metadata::add_float64_axis(std::string name,
                                      std::vector<nvbench::float64_t> data)
 {
diff --git a/nvbench/axes_metadata.cuh b/nvbench/axes_metadata.cuh
index e50f55a..9880cb9 100644
--- a/nvbench/axes_metadata.cuh
+++ b/nvbench/axes_metadata.cuh
@@ -18,7 +18,14 @@ namespace nvbench
 // Holds dynamic axes information.
 struct axes_metadata
 {
-  using axes_type = std::vector<std::unique_ptr<nvbench::axis_base>>;
+  using axes_type = std::vector<std::unique_ptr<const nvbench::axis_base>>;
+
+  axes_metadata() = default;
+  axes_metadata(axes_metadata&&) = default;
+  axes_metadata& operator=(axes_metadata&&) = default;
+
+  axes_metadata(const axes_metadata&);
+  axes_metadata& operator=(const axes_metadata&);
 
   template <typename type_axes>
   void set_type_axes_names(std::vector<std::string> names);
diff --git a/nvbench/axis_base.cu b/nvbench/axis_base.cu
index 8bedec8..6ab2efe 100644
--- a/nvbench/axis_base.cu
+++ b/nvbench/axis_base.cu
@@ -5,4 +5,9 @@ namespace nvbench
 
 axis_base::~axis_base() = default;
 
+std::unique_ptr<axis_base> axis_base::clone() const
+{
+  return this->do_clone();
+}
+
 } // namespace nvbench
diff --git a/nvbench/axis_base.cuh b/nvbench/axis_base.cuh
index 53e288d..01772e2 100644
--- a/nvbench/axis_base.cuh
+++ b/nvbench/axis_base.cuh
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <memory>
 #include <string>
 #include <utility>
 
@@ -18,6 +19,8 @@ struct axis_base
 {
   virtual ~axis_base();
 
+  [[nodiscard]] std::unique_ptr<axis_base> clone() const;
+
   [[nodiscard]] const std::string &get_name() const { return m_name; }
 
   [[nodiscard]] axis_type get_type() const { return m_type; }
@@ -41,6 +44,7 @@ protected:
   {}
 
 private:
+  virtual std::unique_ptr<axis_base> do_clone() const          = 0;
   virtual std::size_t do_get_size() const                      = 0;
   virtual std::string do_get_input_string(std::size_t i) const = 0;
   virtual std::string do_get_description(std::size_t i) const  = 0;
diff --git a/nvbench/benchmark.cuh b/nvbench/benchmark.cuh
index 9ba9542..b22b743 100644
--- a/nvbench/benchmark.cuh
+++ b/nvbench/benchmark.cuh
@@ -50,12 +50,17 @@ struct benchmark final : public benchmark_base
   ~benchmark() override = default;
 
 private:
-  void do_set_type_axes_names(std::vector<std::string> names) override
+  std::unique_ptr<benchmark_base> do_clone() const final
+  {
+    return std::make_unique<benchmark>();
+  }
+
+  void do_set_type_axes_names(std::vector<std::string> names) final
   {
     m_axes.template set_type_axes_names<type_axes>(std::move(names));
   }
 
-  void do_run() override
+  void do_run() final
   {
     nvbench::runner<benchmark> runner{*this};
     runner.generate_states();
diff --git a/nvbench/benchmark_base.cu b/nvbench/benchmark_base.cu
index 40f2ceb..e5d1e64 100644
--- a/nvbench/benchmark_base.cu
+++ b/nvbench/benchmark_base.cu
@@ -5,4 +5,16 @@ namespace nvbench
 
 benchmark_base::~benchmark_base() = default;
 
+std::unique_ptr<benchmark_base> benchmark_base::clone() const
+{
+  auto result = this->do_clone();
+
+  // Do not copy states.
+  result->m_name = m_name;
+  result->m_axes = m_axes;
+
+  return std::move(result);
+}
+
+
 } // namespace nvbench
diff --git a/nvbench/benchmark_base.cuh b/nvbench/benchmark_base.cuh
index afe1fe4..fdba1dc 100644
--- a/nvbench/benchmark_base.cuh
+++ b/nvbench/benchmark_base.cuh
@@ -3,6 +3,7 @@
 #include <nvbench/axes_metadata.cuh>
 #include <nvbench/state.cuh>
 
+#include <memory>
 #include <vector>
 
 namespace nvbench
@@ -22,6 +23,15 @@ struct benchmark_base
 {
   virtual ~benchmark_base();
 
+  /**
+   * Returns a pointer to a new instance of the concrete benchmark<...>
+   * subclass.
+   *
+   * The result will have the same name as the source benchmark, and the
+   * axes will be shallow-copied. The result will have an empty `get_state()`.
+   */
+  [[nodiscard]] std::unique_ptr<benchmark_base> clone() const;
+
   benchmark_base &set_name(std::string name)
   {
     m_name = std::move(name);
@@ -94,6 +104,7 @@ protected:
 
 private:
   // route these through virtuals so the templated subclass can inject type info
+  virtual std::unique_ptr<benchmark_base> do_clone() const            = 0;
   virtual void do_set_type_axes_names(std::vector<std::string> names) = 0;
   virtual void do_run()                                               = 0;
 };
diff --git a/nvbench/detail/state_generator.cu b/nvbench/detail/state_generator.cu
index b9dcc2f..b955c7d 100644
--- a/nvbench/detail/state_generator.cu
+++ b/nvbench/detail/state_generator.cu
@@ -28,9 +28,10 @@ state_generator::create(const benchmark_base &bench)
   // matching up states to kernel_generator instantiations much easier during
   // dispatch.
 
-  const axes_metadata& axes = bench.get_axes();
+  const axes_metadata &axes = bench.get_axes();
   // vector of all axes:
-  const std::vector<std::unique_ptr<axis_base>> &axes_vec = axes.get_axes();
+  const std::vector<std::unique_ptr<const axis_base>> &axes_vec =
+    axes.get_axes();
 
   // Construct two state_generators:
   // - Only type_axis objects,
diff --git a/nvbench/float64_axis.cuh b/nvbench/float64_axis.cuh
index 76dccbd..93351d5 100644
--- a/nvbench/float64_axis.cuh
+++ b/nvbench/float64_axis.cuh
@@ -28,6 +28,10 @@ struct float64_axis final : public axis_base
   }
 
 private:
+  std::unique_ptr<axis_base> do_clone() const
+  {
+    return std::make_unique<float64_axis>(*this);
+  }
   std::size_t do_get_size() const final { return m_values.size(); }
   std::string do_get_input_string(std::size_t i) const final;
   std::string do_get_description(std::size_t i) const final;
diff --git a/nvbench/int64_axis.cuh b/nvbench/int64_axis.cuh
index 6fd9746..d727e67 100644
--- a/nvbench/int64_axis.cuh
+++ b/nvbench/int64_axis.cuh
@@ -75,6 +75,10 @@ struct int64_axis final : public axis_base
   };
 
 private:
+  std::unique_ptr<axis_base> do_clone() const
+  {
+    return std::make_unique<int64_axis>(*this);
+  }
   std::size_t do_get_size() const final { return m_inputs.size(); }
   std::string do_get_input_string(std::size_t) const final;
   std::string do_get_description(std::size_t) const final;
diff --git a/nvbench/string_axis.cuh b/nvbench/string_axis.cuh
index 895c509..092d733 100644
--- a/nvbench/string_axis.cuh
+++ b/nvbench/string_axis.cuh
@@ -28,6 +28,10 @@ struct string_axis final : public axis_base
   }
 
 private:
+  std::unique_ptr<axis_base> do_clone() const
+  {
+    return std::make_unique<string_axis>(*this);
+  }
   std::size_t do_get_size() const final { return m_values.size(); }
   std::string do_get_input_string(std::size_t i) const final
   {
diff --git a/nvbench/type_axis.cuh b/nvbench/type_axis.cuh
index e24dec2..7d13af2 100644
--- a/nvbench/type_axis.cuh
+++ b/nvbench/type_axis.cuh
@@ -37,6 +37,10 @@ struct type_axis final : public axis_base
   get_type_index(const std::string &input_string) const;
 
 private:
+  std::unique_ptr<axis_base> do_clone() const
+  {
+    return std::make_unique<type_axis>(*this);
+  }
   std::size_t do_get_size() const final { return m_input_strings.size(); }
   std::string do_get_input_string(std::size_t i) const final
   {
diff --git a/testing/benchmark.cu b/testing/benchmark.cu
index 2a6c04f..fafbb97 100644
--- a/testing/benchmark.cu
+++ b/testing/benchmark.cu
@@ -229,6 +229,45 @@ void test_run()
   ASSERT(bench.get_states().size() == 1);
 }
 
+void test_clone()
+{
+  lots_of_types_bench bench;
+  bench.set_type_axes_names({"Integer", "Float", "Other"});
+  bench.add_string_axis("Strings", {"string a", "string b", "string c"});
+  bench.add_int64_power_of_two_axis("I64 POT Axis", {10, 20});
+  bench.add_int64_axis("I64 Axis", {10, 20});
+  bench.add_float64_axis("F64 Axis", {0., .1, .25, .5, 1.});
+
+  std::unique_ptr<nvbench::benchmark_base> clone_base = bench.clone();
+  ASSERT(clone_base.get() != nullptr);
+
+  auto *clone = dynamic_cast<lots_of_types_bench *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(bench.get_name() == clone->get_name());
+
+  const auto &ref_axes   = bench.get_axes().get_axes();
+  const auto &clone_axes = clone->get_axes().get_axes();
+  ASSERT(ref_axes.size() == clone_axes.size());
+  for (std::size_t i = 0; i < ref_axes.size(); ++i)
+  {
+    const nvbench::axis_base *ref_axis   = ref_axes[i].get();
+    const nvbench::axis_base *clone_axis = clone_axes[i].get();
+    ASSERT(ref_axis != nullptr);
+    ASSERT(clone_axis != nullptr);
+    ASSERT(ref_axis->get_name() == clone_axis->get_name());
+    ASSERT(ref_axis->get_type() == clone_axis->get_type());
+    ASSERT(ref_axis->get_size() == clone_axis->get_size());
+    for (std::size_t j = 0; j < ref_axis->get_size(); ++j)
+    {
+      ASSERT(ref_axis->get_input_string(j) == clone_axis->get_input_string(j));
+      ASSERT(ref_axis->get_description(j) == clone_axis->get_description(j));
+    }
+  }
+
+  ASSERT(clone->get_states().empty());
+}
+
 int main()
 {
   test_type_axes();
@@ -238,4 +277,5 @@ int main()
   test_int64_power_of_two_axes();
   test_string_axes();
   test_run();
+  test_clone();
 }
diff --git a/testing/float64_axis.cu b/testing/float64_axis.cu
index 3f58095..1c5a4ed 100644
--- a/testing/float64_axis.cu
+++ b/testing/float64_axis.cu
@@ -5,6 +5,7 @@
 void test_empty()
 {
   nvbench::float64_axis axis("Empty");
+
   ASSERT(axis.get_name() == "Empty");
   ASSERT(axis.get_type() == nvbench::axis_type::float64);
   ASSERT(axis.get_size() == 0);
@@ -12,15 +13,24 @@ void test_empty()
   axis.set_inputs({});
 
   ASSERT(axis.get_size() == 0);
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::float64_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Empty");
+  ASSERT(clone->get_type() == nvbench::axis_type::float64);
+  ASSERT(clone->get_size() == 0);
 }
 
 void test_basic()
 {
   nvbench::float64_axis axis("Basic");
-  ASSERT(axis.get_name() == "Basic");
-
   axis.set_inputs({-100.3, 0., 2064.15});
 
+  ASSERT(axis.get_name() == "Basic");
   ASSERT(axis.get_size() == 3);
   ASSERT(axis.get_value(0) == -100.3);
   ASSERT(axis.get_input_string(0) == "-100.3");
@@ -31,6 +41,24 @@ void test_basic()
   ASSERT(axis.get_value(2) == 2064.15);
   ASSERT(axis.get_input_string(2) == "2064.15");
   ASSERT(axis.get_description(2) == "");
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::float64_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Basic");
+  ASSERT(clone->get_size() == 3);
+  ASSERT(clone->get_value(0) == -100.3);
+  ASSERT(clone->get_input_string(0) == "-100.3");
+  ASSERT(clone->get_description(0) == "");
+  ASSERT(clone->get_value(1) == 0.);
+  ASSERT(clone->get_input_string(1) == "0");
+  ASSERT(clone->get_description(1) == "");
+  ASSERT(clone->get_value(2) == 2064.15);
+  ASSERT(clone->get_input_string(2) == "2064.15");
+  ASSERT(clone->get_description(2) == "");
 }
 
 int main()
diff --git a/testing/int64_axis.cu b/testing/int64_axis.cu
index 0644689..5106205 100644
--- a/testing/int64_axis.cu
+++ b/testing/int64_axis.cu
@@ -4,53 +4,113 @@
 
 #include <fmt/format.h>
 
+void test_empty()
+{
+  nvbench::int64_axis axis("Empty");
+
+  ASSERT(axis.get_name() == "Empty");
+  ASSERT(axis.get_type() == nvbench::axis_type::int64);
+  ASSERT(axis.get_size() == 0);
+
+  axis.set_inputs({});
+
+  ASSERT(axis.get_size() == 0);
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::int64_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Empty");
+  ASSERT(clone->get_type() == nvbench::axis_type::int64);
+  ASSERT(clone->get_size() == 0);
+}
+
 void test_basic()
 {
   nvbench::int64_axis axis{"BasicAxis"};
+  axis.set_inputs({0, 1, 2, 3, 7, 6, 5, 4});
+  const std::vector<nvbench::int64_t> ref{0, 1, 2, 3, 7, 6, 5, 4};
+
   ASSERT(axis.get_name() == "BasicAxis");
   ASSERT(axis.get_type() == nvbench::axis_type::int64);
   ASSERT(!axis.is_power_of_two());
-
-  axis.set_inputs({0, 1, 2, 3, 7, 6, 5, 4});
   ASSERT(axis.get_size() == 8);
 
-  std::vector<nvbench::int64_t> ref{0, 1, 2, 3, 7, 6, 5, 4};
   ASSERT(axis.get_inputs() == ref);
   ASSERT(axis.get_values() == ref);
-
   for (size_t i = 0; i < 8; ++i)
   {
     ASSERT(axis.get_input_string(i) == fmt::to_string(ref[i]));
     ASSERT(axis.get_description(i).empty());
   }
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::int64_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "BasicAxis");
+  ASSERT(clone->get_type() == nvbench::axis_type::int64);
+  ASSERT(!clone->is_power_of_two());
+  ASSERT(clone->get_size() == 8);
+
+  ASSERT(clone->get_inputs() == ref);
+  ASSERT(clone->get_values() == ref);
+  for (size_t i = 0; i < 8; ++i)
+  {
+    ASSERT(clone->get_input_string(i) == fmt::to_string(ref[i]));
+    ASSERT(clone->get_description(i).empty());
+  }
 }
 
 void test_power_of_two()
 {
   nvbench::int64_axis axis{"POTAxis", nvbench::int64_axis_flags::power_of_two};
+  axis.set_inputs({0, 1, 2, 3, 7, 6, 5, 4});
+  const std::vector<nvbench::int64_t> ref_inputs{0, 1, 2, 3, 7, 6, 5, 4};
+  const std::vector<nvbench::int64_t> ref_values{1, 2, 4, 8, 128, 64, 32, 16};
+
   ASSERT(axis.get_name() == "POTAxis");
   ASSERT(axis.get_type() == nvbench::axis_type::int64);
   ASSERT(axis.is_power_of_two());
-
-  axis.set_inputs({0, 1, 2, 3, 7, 6, 5, 4});
   ASSERT(axis.get_size() == 8);
 
-  std::vector<nvbench::int64_t> ref_inputs{0, 1, 2, 3, 7, 6, 5, 4};
-  std::vector<nvbench::int64_t> ref_values{1, 2, 4, 8, 128, 64, 32, 16};
   ASSERT(axis.get_inputs() == ref_inputs);
   ASSERT(axis.get_values() == ref_values);
-
   for (size_t i = 0; i < 8; ++i)
   {
-//    fmt::print("{}: {}\n", i, axis.get_description(i));
     ASSERT(axis.get_input_string(i) == fmt::to_string(ref_inputs[i]));
     ASSERT(axis.get_description(i) ==
            fmt::format("2^{} = {}", ref_inputs[i], ref_values[i]));
   }
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::int64_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "POTAxis");
+  ASSERT(clone->get_type() == nvbench::axis_type::int64);
+  ASSERT(clone->is_power_of_two());
+  ASSERT(clone->get_size() == 8);
+
+  ASSERT(clone->get_inputs() == ref_inputs);
+  ASSERT(clone->get_values() == ref_values);
+  for (size_t i = 0; i < 8; ++i)
+  {
+    ASSERT(clone->get_input_string(i) == fmt::to_string(ref_inputs[i]));
+    ASSERT(clone->get_description(i) ==
+           fmt::format("2^{} = {}", ref_inputs[i], ref_values[i]));
+  }
 }
 
 int main()
 {
+  test_empty();
   test_basic();
   test_power_of_two();
 
diff --git a/testing/string_axis.cu b/testing/string_axis.cu
index 61eb212..bcda5dd 100644
--- a/testing/string_axis.cu
+++ b/testing/string_axis.cu
@@ -5,22 +5,31 @@
 void test_empty()
 {
   nvbench::string_axis axis("Empty");
+  axis.set_inputs({});
+
   ASSERT(axis.get_name() == "Empty");
   ASSERT(axis.get_type() == nvbench::axis_type::string);
   ASSERT(axis.get_size() == 0);
-
-  axis.set_inputs({});
-
   ASSERT(axis.get_size() == 0);
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::string_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Empty");
+  ASSERT(clone->get_type() == nvbench::axis_type::string);
+  ASSERT(clone->get_size() == 0);
+  ASSERT(clone->get_size() == 0);
 }
 
 void test_basic()
 {
   nvbench::string_axis axis("Basic");
-  ASSERT(axis.get_name() == "Basic");
-
   axis.set_inputs({"String 1", "String 2", "String 3"});
 
+  ASSERT(axis.get_name() == "Basic");
   ASSERT(axis.get_size() == 3);
   ASSERT(axis.get_value(0) == "String 1");
   ASSERT(axis.get_input_string(0) == "String 1");
@@ -31,6 +40,24 @@ void test_basic()
   ASSERT(axis.get_value(2) == "String 3");
   ASSERT(axis.get_input_string(2) == "String 3");
   ASSERT(axis.get_description(2) == "");
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::string_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Basic");
+  ASSERT(clone->get_size() == 3);
+  ASSERT(clone->get_value(0) == "String 1");
+  ASSERT(clone->get_input_string(0) == "String 1");
+  ASSERT(clone->get_description(0) == "");
+  ASSERT(clone->get_value(1) == "String 2");
+  ASSERT(clone->get_input_string(1) == "String 2");
+  ASSERT(clone->get_description(1) == "");
+  ASSERT(clone->get_value(2) == "String 3");
+  ASSERT(clone->get_input_string(2) == "String 3");
+  ASSERT(clone->get_description(2) == "");
 }
 
 int main()
diff --git a/testing/type_axis.cu b/testing/type_axis.cu
index cdf3373..4d1aeee 100644
--- a/testing/type_axis.cu
+++ b/testing/type_axis.cu
@@ -9,6 +9,7 @@
 void test_empty()
 {
   nvbench::type_axis axis("Basic", 0);
+
   ASSERT(axis.get_name() == "Basic");
   ASSERT(axis.get_axis_index() == 0);
   ASSERT(axis.get_type() == nvbench::axis_type::type);
@@ -17,28 +18,48 @@ void test_empty()
   axis.set_inputs<nvbench::type_list<>>();
 
   ASSERT(axis.get_size() == 0);
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::type_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Basic");
+  ASSERT(clone->get_axis_index() == 0);
+  ASSERT(clone->get_type() == nvbench::axis_type::type);
+  ASSERT(clone->get_size() == 0);
 }
 
 void test_single()
 {
   nvbench::type_axis axis("Single", 0);
-  ASSERT(axis.get_name() == "Single");
-
   axis.set_inputs<nvbench::type_list<nvbench::int32_t>>();
 
+  ASSERT(axis.get_name() == "Single");
   ASSERT(axis.get_size() == 1);
   ASSERT(axis.get_input_string(0) == "I32");
   ASSERT(axis.get_description(0) == "int32_t");
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::type_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Single");
+  ASSERT(clone->get_size() == 1);
+  ASSERT(clone->get_input_string(0) == "I32");
+  ASSERT(clone->get_description(0) == "int32_t");
 }
 
 void test_several()
 {
   nvbench::type_axis axis("Several", 0);
-  ASSERT(axis.get_name() == "Several");
-
   axis.set_inputs<
     nvbench::type_list<nvbench::int32_t, nvbench::float64_t, bool>>();
 
+  ASSERT(axis.get_name() == "Several");
   ASSERT(axis.get_size() == 3);
   ASSERT(axis.get_input_string(0) == "I32");
   ASSERT(axis.get_description(0) == "int32_t");
@@ -46,6 +67,21 @@ void test_several()
   ASSERT(axis.get_description(1) == "double");
   ASSERT(axis.get_input_string(2) == "bool");
   ASSERT(axis.get_description(2) == "");
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::type_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_name() == "Several");
+  ASSERT(clone->get_size() == 3);
+  ASSERT(clone->get_input_string(0) == "I32");
+  ASSERT(clone->get_description(0) == "int32_t");
+  ASSERT(clone->get_input_string(1) == "F64");
+  ASSERT(clone->get_description(1) == "double");
+  ASSERT(clone->get_input_string(2) == "bool");
+  ASSERT(clone->get_description(2) == "");
 }
 
 void test_get_type_index()
@@ -59,6 +95,17 @@ void test_get_type_index()
   ASSERT(axis.get_type_index("U16") == 1);
   ASSERT(axis.get_type_index("F32") == 2);
   ASSERT(axis.get_type_index("bool") == 3);
+
+  const auto clone_base = axis.clone();
+  ASSERT(clone_base.get() != nullptr);
+  const auto *clone =
+    dynamic_cast<const nvbench::type_axis *>(clone_base.get());
+  ASSERT(clone != nullptr);
+
+  ASSERT(clone->get_type_index("I8") == 0);
+  ASSERT(clone->get_type_index("U16") == 1);
+  ASSERT(clone->get_type_index("F32") == 2);
+  ASSERT(clone->get_type_index("bool") == 3);
 }
 
 int main()