#include "isaac/kernels/templates/elementwise_1d.h" #include "isaac/kernels/templates/elementwise_2d.h" #include "isaac/kernels/templates/reduce_1d.h" #include "isaac/kernels/templates/reduce_2d.h" #include "isaac/kernels/templates/matrix_product.h" #include "common.hpp" #include "kernels.h" namespace tpt = isaac::templates; namespace detail { bp::list input_sizes(tpt::base & temp, sc::expression_tree const & tree) { std::vector tmp = temp.input_sizes(tree); return tools::to_list(tmp.begin(), tmp.end()); } } void export_templates() { bp::object templates_module(bp::handle<>(bp::borrowed(PyImport_AddModule("isaac.templates")))); bp::scope().attr("templates") = templates_module; bp::scope template_scope = templates_module; bp::enum_ ("fetching_policy_type") .value("FETCH_FROM_LOCAL", tpt::FETCH_FROM_LOCAL) .value("FETCH_FROM_GLOBAL_STRIDED", tpt::FETCH_FROM_GLOBAL_STRIDED) .value("FETCH_FROM_GLOBAL_CONTIGUOUS", tpt::FETCH_FROM_GLOBAL_CONTIGUOUS); //Base { #define __PROP(name) .def_readonly(#name, &tpt::base::parameters_type::name) bp::class_("base", bp::no_init) .def("lmem_usage", &tpt::base::lmem_usage) .def("registers_usage", &tpt::base::registers_usage) .def("is_invalid", &tpt::base::is_invalid) .def("input_sizes", &detail::input_sizes) ; #undef __PROP } #define WRAP_BASE(name) bp::class_, bp::bases, boost::noncopyable>(#name, bp::no_init)\ .add_property("local_size_0", &tpt::base_impl::local_size_0)\ .add_property("local_size_1", &tpt::base_impl::local_size_1); #define WRAP_TEMPLATE(name, basename, ...) bp::class_ > >(#name, bp::init<__VA_ARGS__>())\ ; #define WRAP_SINGLE_TEMPLATE(name, ...) WRAP_BASE(name) WRAP_TEMPLATE(name, name, __VA_ARGS__) //Vector AXPY WRAP_SINGLE_TEMPLATE(elementwise_1d, uint, uint, uint, tpt::fetching_policy_type) WRAP_SINGLE_TEMPLATE(elementwise_2d, uint, uint, uint, uint, uint, tpt::fetching_policy_type) WRAP_SINGLE_TEMPLATE(reduce_1d, uint, uint, uint, tpt::fetching_policy_type) WRAP_BASE(reduce_2d) WRAP_TEMPLATE(reduce_2d_rows, reduce_2d, uint, uint, uint, uint, uint, tpt::fetching_policy_type) WRAP_TEMPLATE(reduce_2d_cols, reduce_2d, uint, uint, uint, uint, uint, tpt::fetching_policy_type) WRAP_BASE(matrix_product) WRAP_TEMPLATE(matrix_product_nn, matrix_product, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) WRAP_TEMPLATE(matrix_product_tn, matrix_product, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) WRAP_TEMPLATE(matrix_product_nt, matrix_product, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) WRAP_TEMPLATE(matrix_product_tt, matrix_product, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) }