propagate_constant.cpp

/*
 * The MIT License (MIT)
 *
 * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
 * in the Software without restriction, including without limitation the rights
 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL THE
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 * THE SOFTWARE.
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#include <migraphx/propagate_constant.hpp>
#include <migraphx/program.hpp>
#include <migraphx/matcher.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/functional.hpp>
#include <migraphx/par_for.hpp>
#include <migraphx/env.hpp>
#include <unordered_set>
#include <migraphx/make_op.hpp>

namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {

MIGRAPHX_DECLARE_ENV_VAR(MIGRAPHX_TRACE_PROPAGATE_CONSTANT)

bool skip_propogate(instruction_ref ins)
{
    if(ins->name() == "contiguous")
        return skip_propogate(ins->inputs().front());
    auto&& s = ins->get_shape();
    if(s.broadcasted() and not s.scalar())
        return true;
    if(s.scalar() and s.elements() != 1)
        return true;
    return false;
}

bool is_const_ins(instruction_ref ins) { return ins->can_eval() and not skip_propogate(ins); }

void propagate_constant::apply(module& m) const
{
    std::unordered_set<instruction_ref> const_instrs;
    auto last = std::prev(m.end());

    // Find instructions that can be evaluated to a literal
    for(auto i : iterator_for(m))
    {
        const bool is_const = is_const_ins(i);
        if(is_const and i != last)
            continue;

        if(i == last and is_const)
        {
            const_instrs.insert(i);
        }
        else
        {
            std::copy_if(i->inputs().begin(),
                         i->inputs().end(),
                         std::inserter(const_instrs, const_instrs.begin()),
                         [&](const instruction_ref ins) {
                             return is_const_ins(ins) and ins->name() != "@literal";
                         });
        }
    }

    // Compute literals in parallel
    std::vector<instruction_ref> const_instrs_vec{const_instrs.begin(), const_instrs.end()};
    std::vector<argument> literals(const_instrs_vec.size());

    // DEBUG
    // for(int i = 0; i < const_instrs_vec.size(); ++i)
    //{
    //     auto ins = const_instrs_vec[i];
    //     if(ins->get_shape().type() == shape::half_type)
    //     {
    //         auto inputs = ins->inputs();
    //         std::vector<instruction_ref> new_inputs(inputs.size());
    //         std::vector<instruction_ref> added_instructions;
    //         std::transform(inputs.begin(), inputs.end(), new_inputs.begin(), [&](auto input) {
    //             auto input_type = input->get_shape().type();
    //             if(input_type != shape::half_type and input_type != shape::float_type)
    //                 return input;
    //             auto ai = m.add_instruction(
    //                 make_op("convert", {{"target_type", shape::double_type}}), input);
    //             added_instructions.push_back(ai);
    //             return ai;
    //         });
    //         auto new_ins = m.add_instruction(ins->get_operator(), new_inputs);
    //         added_instructions.push_back(new_ins);
    //         auto after_convert = m.add_instruction(
    //             make_op("convert", {{"target_type", ins->get_shape().type()}}), new_ins);
    //         added_instructions.push_back(after_convert);
    //         literals[i] = after_convert->eval();
    //         for(auto a_ins : added_instructions)
    //         {
    //             m.remove_instruction(a_ins);
    //         }
    //     }
    //     else
    //     {
    //         literals[i] = const_instrs_vec[i]->eval();
    //     }
    // }

    // Original
    par_for(const_instrs_vec.size(), 1, [&](const auto i) {
        literals[i] = const_instrs_vec[i]->eval();
    });

    // Replace instructions in m
    for(size_t i = 0; i < const_instrs_vec.size(); i++)
    {
        if(not literals[i].empty())
        {
            if(enabled(MIGRAPHX_TRACE_PROPAGATE_CONSTANT{}))
            {
                std::cout << "Constant replace: " << std::endl;
                std::vector<instruction_ref> inss;
                fix([&](auto self, auto ins) {
                    if(contains(inss, ins))
                        return;
                    for(auto input : ins->inputs())
                        self(input);
                    inss.push_back(ins);
                })(const_instrs_vec[i]);
                m.debug_print(inss);
            }
            assert(literals[i].get_shape() == const_instrs_vec[i]->get_shape());
            auto l = m.add_literal(literals[i].get_shape(), literals[i].data());
            m.replace_instruction(const_instrs_vec[i], l);
        }
    }
}

} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx