#include #include #include #include #include #include #include #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace gpu { static const char* const pointwise_kernel = R"__migraphx__( #include #include #include namespace migraphx { ${preamble} extern "C" { __global__ void kernel(${params}) { pointwise(${lambda}, ${args}); } } } // namespace migraphx int main() {} )__migraphx__"; operation compile_pointwise(context&, const std::vector& inputs, const std::string& lambda, const std::string& preamble) { hip_compile_options options; options.global = compute_global(inputs.front().elements()); options.local = 1024; options.inputs = inputs; options.output = inputs.back(); options.reduced_inputs = reduce_dims(inputs); options.params = "-Wno-float-equal"; auto src = interpolate_string(pointwise_kernel, {{"params", enum_params(inputs.size(), "void * private_p")}, {"args", enum_params(inputs.size(), "private_p")}, {"lambda", lambda}, {"preamble", preamble}}); return compile_hip_code_object(src, options); } operation compile_pointwise(context& ctx, const std::vector& inputs, module m) { run_passes(m, {eliminate_common_subexpression{}, dead_code_elimination{}}); cpp_generator g; g.fmap([](const std::string& fname) { return "migraphx::" + fname; }); auto name = g.create_function(g.generate_module(m).set_attributes({"__device__"})); return compile_pointwise((ctx), inputs, "&" + name, g.str()); } } // namespace gpu } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx