mirror of
https://github.com/NVIDIA/nvbench.git
synced 2026-04-19 22:38:52 +00:00
Add initial nvbench::benchmark.
It's basically just a container for the various axis classes at this point.
This commit is contained in:
111
nvbench/benchmark.cuh
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111
nvbench/benchmark.cuh
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@@ -0,0 +1,111 @@
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#pragma once
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#include <nvbench/float64_axis.cuh>
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#include <nvbench/int64_axis.cuh>
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#include <nvbench/string_axis.cuh>
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#include <nvbench/type_axis.cuh>
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#include <memory>
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#include <stdexcept>
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#include <vector>
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namespace nvbench
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{
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template <typename Kernel, typename TypeAxes>
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struct benchmark
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{
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using kernel_type = Kernel;
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using type_axes = TypeAxes;
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using type_configs = nvbench::tl::cartesian_product<type_axes>;
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static constexpr std::size_t num_type_configs =
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nvbench::tl::size<type_configs>{};
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void set_name(std::string name) { m_name = std::move(name); }
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const std::string &get_name() const { return m_name; }
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// Convenience API for a single type_axis.
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benchmark &set_type_axes_name(std::string name)
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{
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return this->set_type_axes_names({std::move(name)});
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}
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benchmark &set_type_axes_names(std::vector<std::string> names);
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benchmark &add_float64_axis(std::string name,
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std::vector<nvbench::float64_t> data)
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{
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auto axis = std::make_unique<nvbench::float64_axis>(std::move(name));
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axis->set_inputs(std::move(data));
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m_float64_axes.push_back(std::move(axis));
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return *this;
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}
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benchmark &add_int64_axis(
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std::string name,
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std::vector<nvbench::int64_t> data,
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nvbench::int64_axis_flags flags = nvbench::int64_axis_flags::none)
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{
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auto axis = std::make_unique<nvbench::int64_axis>(std::move(name), flags);
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axis->set_inputs(std::move(data));
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m_int64_axes.push_back(std::move(axis));
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return *this;
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}
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benchmark &add_int64_power_of_two_axis(std::string name,
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std::vector<nvbench::int64_t> data)
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{
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return this->add_int64_axis(std::move(name),
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std::move(data),
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nvbench::int64_axis_flags::power_of_two);
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}
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benchmark &add_string_axis(std::string name, std::vector<std::string> data)
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{
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auto axis = std::make_unique<nvbench::string_axis>(std::move(name));
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axis->set_inputs(std::move(data));
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m_string_axes.push_back(std::move(axis));
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return *this;
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}
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[[nodiscard]] const auto &get_float64_axes() const { return m_float64_axes; }
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[[nodiscard]] const auto &get_int64_axes() const { return m_int64_axes; }
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[[nodiscard]] const auto &get_string_axes() const { return m_string_axes; }
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[[nodiscard]] const auto &get_type_axes() const { return m_type_axes; }
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private:
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std::string m_name;
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std::vector<std::unique_ptr<nvbench::float64_axis>> m_float64_axes;
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std::vector<std::unique_ptr<nvbench::int64_axis>> m_int64_axes;
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std::vector<std::unique_ptr<nvbench::string_axis>> m_string_axes;
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std::vector<std::unique_ptr<nvbench::type_axis>> m_type_axes;
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};
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template <typename Kernel, typename TypeAxes>
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benchmark<Kernel, TypeAxes> &
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benchmark<Kernel, TypeAxes>::set_type_axes_names(std::vector<std::string> names)
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{
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if (names.size() != nvbench::tl::size<type_axes>::value)
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{ // TODO Find a way to get a better error message w/o bringing fmt
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// into this header.
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throw std::runtime_error("set_type_axes_names(): len(names) != "
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"len(type_axes)");
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}
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auto names_iter = names.begin(); // contents will be moved from
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nvbench::tl::foreach<type_axes>([&axes = m_type_axes, &names_iter](
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[[maybe_unused]] auto wrapped_type) {
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// Note:
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// The word "type" appears 6 times in the next line.
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// Every. Single. Token.
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// Take a moment to just appreciate this beautiful language:
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typedef typename decltype(wrapped_type)::type type_list;
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auto axis = std::make_unique<nvbench::type_axis>(std::move(*names_iter++));
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axis->set_inputs<type_list>();
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axes.push_back(std::move(axis));
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});
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return *this;
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}
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} // namespace nvbench
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@@ -11,16 +11,16 @@ namespace nvbench
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int64_axis::~int64_axis() = default;
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void int64_axis::set_inputs(const std::vector<int64_t> &inputs)
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void int64_axis::set_inputs(std::vector<int64_t> inputs)
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{
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m_inputs = inputs;
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m_inputs = std::move(inputs);
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if (!this->is_power_of_two())
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{
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m_values = inputs;
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m_values = m_inputs;
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}
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else
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{
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m_values.resize(inputs.size());
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m_values.resize(m_inputs.size());
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auto conv = [](int64_t in) -> int64_t {
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if (in < 0 || in >= 64)
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@@ -35,13 +35,15 @@ void int64_axis::set_inputs(const std::vector<int64_t> &inputs)
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return 1ll << in;
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};
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std::transform(inputs.cbegin(), inputs.cend(), m_values.begin(), conv);
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std::transform(m_inputs.cbegin(), m_inputs.cend(), m_values.begin(), conv);
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}
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}
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std::string int64_axis::do_get_input_string(std::size_t i) const
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{
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return fmt::to_string(m_inputs[i]);
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}
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std::string int64_axis::do_get_description(std::size_t i) const
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{
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return this->is_power_of_two()
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@@ -40,16 +40,16 @@ struct int64_axis final : public axis_base
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return static_cast<bool>(m_flags & int64_axis_flags::power_of_two);
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}
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void set_inputs(const std::vector<int64_t> &inputs);
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void set_inputs(std::vector<int64_t> inputs);
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[[nodiscard]] const std::vector<int64_t> &get_inputs() const
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{
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return m_inputs;
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};
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[[nodiscard]] const std::vector<int64_t> &get_values() const
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[[nodiscard]] int64_t get_value(std::size_t i) const
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{
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return m_values;
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return m_values[i];
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};
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private:
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@@ -1,4 +1,5 @@
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set(test_srcs
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benchmark.cu
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int64_axis.cu
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float64_axis.cu
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params.cu
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185
testing/benchmark.cu
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185
testing/benchmark.cu
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@@ -0,0 +1,185 @@
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#include <nvbench/benchmark.cuh>
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#include <nvbench/type_list.cuh>
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#include <nvbench/type_strings.cuh>
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#include <nvbench/types.cuh>
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#include "test_asserts.cuh"
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#include <fmt/format.h>
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struct dummy_kernel;
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using int_list = nvbench::type_list<nvbench::int8_t,
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nvbench::int16_t,
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nvbench::int32_t,
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nvbench::int64_t>;
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using float_list = nvbench::type_list<nvbench::float32_t, nvbench::float64_t>;
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using misc_list = nvbench::type_list<bool, void>;
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using lots_of_types_bench =
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nvbench::benchmark<dummy_kernel,
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nvbench::type_list<int_list, float_list, misc_list>>;
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using no_types = nvbench::type_list<>;
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using no_types_bench = nvbench::benchmark<dummy_kernel, no_types>;
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void test_type_axes()
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{
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lots_of_types_bench bench;
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bench.set_type_axes_names({"Integer", "Float", "Other"});
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fmt::memory_buffer buffer;
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const auto &axes = bench.get_type_axes();
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for (const auto &axis : axes)
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{
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fmt::format_to(buffer, "Axis: {}\n", axis->get_name());
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const auto num_values = axis->get_size();
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for (std::size_t i = 0; i < num_values; ++i)
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{
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auto input_string = axis->get_input_string(i);
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auto description = axis->get_description(i);
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fmt::format_to(buffer,
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" - {}{}\n",
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input_string,
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description.empty() ? ""
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: fmt::format(" ({})", description));
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}
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}
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const std::string ref =
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R"expected(Axis: Integer
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- I8 (int8_t)
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- I16 (int16_t)
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- I32 (int32_t)
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- I64 (int64_t)
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Axis: Float
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- F32 (float)
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- F64 (double)
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Axis: Other
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- bool
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- void
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)expected";
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const std::string test = fmt::to_string(buffer);
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ASSERT_MSG(test == ref,
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fmt::format("Expected:\n\"{}\"\n\nActual:\n\"{}\"", ref, test));
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}
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void test_type_configs()
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{
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lots_of_types_bench bench;
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bench.set_type_axes_names({"Integer", "Float", "Other"});
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ASSERT(bench.num_type_configs == 16);
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std::size_t idx = 0;
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fmt::memory_buffer buffer;
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nvbench::tl::foreach<lots_of_types_bench::type_configs>(
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[&idx, &buffer]([[maybe_unused]] auto type_wrapper) {
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using Conf = typename decltype(type_wrapper)::type;
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using Integer = nvbench::tl::get<0, Conf>;
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using Float = nvbench::tl::get<1, Conf>;
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using Other = nvbench::tl::get<2, Conf>;
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fmt::format_to(buffer,
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"type_configs[{:2d}] = <{:>3}, {:>3}, {:>4}>\n",
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idx++,
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nvbench::type_strings<Integer>::input_string(),
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nvbench::type_strings<Float>::input_string(),
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nvbench::type_strings<Other>::input_string());
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});
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const std::string ref = R"type_config_ref(type_configs[ 0] = < I8, F32, bool>
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type_configs[ 1] = < I8, F32, void>
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type_configs[ 2] = < I8, F64, bool>
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type_configs[ 3] = < I8, F64, void>
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type_configs[ 4] = <I16, F32, bool>
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type_configs[ 5] = <I16, F32, void>
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type_configs[ 6] = <I16, F64, bool>
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type_configs[ 7] = <I16, F64, void>
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type_configs[ 8] = <I32, F32, bool>
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type_configs[ 9] = <I32, F32, void>
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type_configs[10] = <I32, F64, bool>
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type_configs[11] = <I32, F64, void>
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type_configs[12] = <I64, F32, bool>
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type_configs[13] = <I64, F32, void>
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type_configs[14] = <I64, F64, bool>
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type_configs[15] = <I64, F64, void>
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)type_config_ref";
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const std::string test = fmt::to_string(buffer);
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ASSERT_MSG(test == ref,
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fmt::format("Expected:\n\"{}\"\n\nActual:\n\"{}\"", ref, test));
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}
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void test_float64_axes()
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{
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no_types_bench bench;
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bench.add_float64_axis("F64 Axis", {0., .1, .25, .5, 1.});
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ASSERT(bench.get_float64_axes().size() == 1);
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ASSERT(bench.get_float64_axes()[0] != nullptr);
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const auto &axis = *bench.get_float64_axes()[0];
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ASSERT(axis.get_size() == 5);
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ASSERT(axis.get_value(0) == 0.);
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ASSERT(axis.get_value(1) == .1);
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ASSERT(axis.get_value(2) == .25);
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ASSERT(axis.get_value(3) == .5);
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ASSERT(axis.get_value(4) == 1.);
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}
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void test_int64_axes()
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{
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no_types_bench bench;
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bench.add_int64_axis("I64 Axis", {10, 11, 12, 13, 14});
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ASSERT(bench.get_int64_axes().size() == 1);
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ASSERT(bench.get_int64_axes()[0] != nullptr);
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const auto &axis = *bench.get_int64_axes()[0];
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ASSERT(axis.get_size() == 5);
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ASSERT(axis.get_value(0) == 10);
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ASSERT(axis.get_value(1) == 11);
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ASSERT(axis.get_value(2) == 12);
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ASSERT(axis.get_value(3) == 13);
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ASSERT(axis.get_value(4) == 14);
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}
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void test_int64_power_of_two_axes()
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{
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no_types_bench bench;
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bench.add_int64_power_of_two_axis("I64 POT Axis", {1, 2, 3, 4, 5});
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ASSERT(bench.get_int64_axes().size() == 1);
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ASSERT(bench.get_int64_axes()[0] != nullptr);
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const auto &axis = *bench.get_int64_axes()[0];
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ASSERT(axis.get_size() == 5);
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ASSERT(axis.get_value(0) == 2);
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ASSERT(axis.get_value(1) == 4);
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ASSERT(axis.get_value(2) == 8);
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ASSERT(axis.get_value(3) == 16);
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ASSERT(axis.get_value(4) == 32);
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}
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void test_string_axes()
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{
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no_types_bench bench;
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bench.add_string_axis("Strings", {"string a", "string b", "string c"});
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ASSERT(bench.get_string_axes().size() == 1);
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ASSERT(bench.get_string_axes()[0] != nullptr);
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const auto &axis = *bench.get_string_axes()[0];
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ASSERT(axis.get_size() == 3);
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ASSERT(axis.get_value(0) == "string a");
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ASSERT(axis.get_value(1) == "string b");
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ASSERT(axis.get_value(2) == "string c");
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}
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int main()
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{
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test_type_axes();
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test_type_configs();
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test_float64_axes();
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test_int64_axes();
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test_int64_power_of_two_axes();
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test_string_axes();
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}
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