#include "isaac/kernels/templates/axpy.h" #include "isaac/kernels/templates/ger.h" #include "isaac/kernels/templates/dot.h" #include "isaac/kernels/templates/gemv.h" #include "isaac/kernels/templates/gemm.h" #include "common.hpp" #include "kernels.h" namespace tpt = isaac::templates; namespace detail { bp::list input_sizes(tpt::base & temp, sc::expressions_tuple 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(axpy, uint, uint, uint, tpt::fetching_policy_type) WRAP_SINGLE_TEMPLATE(ger, uint, uint, uint, uint, uint, tpt::fetching_policy_type) WRAP_SINGLE_TEMPLATE(dot, uint, uint, uint, tpt::fetching_policy_type) WRAP_BASE(gemv) WRAP_TEMPLATE(gemv_n, gemv, uint, uint, uint, uint, uint, tpt::fetching_policy_type) WRAP_TEMPLATE(gemv_t, gemv, uint, uint, uint, uint, uint, tpt::fetching_policy_type) WRAP_BASE(gemm) WRAP_TEMPLATE(gemm_nn, gemm, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) WRAP_TEMPLATE(gemm_tn, gemm, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) WRAP_TEMPLATE(gemm_nt, gemm, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) WRAP_TEMPLATE(gemm_tt, gemm, uint, uint, uint, uint, uint, uint, uint, uint, tpt::fetching_policy_type, tpt::fetching_policy_type, uint, uint) }