/*
 * The MIT License (MIT)
 *
 * Copyright (c) 2015-2023 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
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
 * THE SOFTWARE.
 */
#include <basic_ops.hpp>
#include <migraphx/autocast_fp8.hpp>
#include <migraphx/dead_code_elimination.hpp>
#include <migraphx/eliminate_identity.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/iterator_for.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/pass_manager.hpp>
#include <migraphx/permutation.hpp>
#include <migraphx/ranges.hpp>
#include <test.hpp>


void run_pass(migraphx::module& m)
{
    migraphx::run_passes(m, {migraphx::autocast_fp8_pass{}, migraphx::eliminate_identity{}});
}

// with return
TEST_CASE(autocast_fp8_1)
{
    migraphx::module m1;
    {
        auto x   = m1.add_parameter("x", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        auto y   = m1.add_parameter("y", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        auto sum = m1.add_instruction(migraphx::make_op("add"), x, y);
        m1.add_return({sum});
    }
    run_pass(m1);

    migraphx::module m2;
    {
        auto y_fp32   = m2.add_parameter("y", {migraphx::shape::float_type, {1}});
        auto x_fp32   = m2.add_parameter("x", {migraphx::shape::float_type, {1}});
        auto y_fp8    = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), y_fp32);
        auto x_fp8    = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), x_fp32);
        auto sum_fp8  = m2.add_instruction(migraphx::make_op("add"), x_fp8, y_fp8);
        auto sum_fp32 = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::float_type}}), sum_fp8);
        m2.add_return({sum_fp32});
    }
    EXPECT(m1 == m2);
}

// without return
TEST_CASE(autocast_fp8_2)
{
    migraphx::module m1;
    {
        auto x = m1.add_parameter("x", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        auto y = m1.add_parameter("y", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        m1.add_instruction(migraphx::make_op("sub"), x, y);
    }
    run_pass(m1);

    migraphx::module m2;
    {
        auto y_fp32 = m2.add_parameter("y", {migraphx::shape::float_type, {1}});
        auto x_fp32 = m2.add_parameter("x", {migraphx::shape::float_type, {1}});
        auto y_fp8  = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), y_fp32);
        auto x_fp8  = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), x_fp32);
        m2.add_instruction(migraphx::make_op("sub"), x_fp8, y_fp8);
    }
    EXPECT(m1 == m2);
}

// multiple inputs (of same type) to return
TEST_CASE(autocast_fp8_3)
{
    migraphx::module m1;
    {
        auto x      = m1.add_parameter("x", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        auto y      = m1.add_parameter("y", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        auto sum    = m1.add_instruction(migraphx::make_op("add"), x, y);
        auto diff   = m1.add_instruction(migraphx::make_op("sub"), x, y);
        m1.add_return({sum, diff});
    }
    run_pass(m1);

    migraphx::module m2;
    {
        auto y_fp32      = m2.add_parameter("y", {migraphx::shape::float_type, {1}});
        auto x_fp32      = m2.add_parameter("x", {migraphx::shape::float_type, {1}});
        auto y_fp8       = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), y_fp32);
        auto x_fp8       = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), x_fp32);
        auto sum_fp8     = m2.add_instruction(migraphx::make_op("add"), x_fp8, y_fp8);
        auto diff_fp8    = m2.add_instruction(migraphx::make_op("sub"), x_fp8, y_fp8);
        auto sum_fp32    = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::float_type}}), sum_fp8);
        auto diff_fp32   = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::float_type}}), diff_fp8);
        m2.add_return({sum_fp32, diff_fp32});
    }
    EXPECT(m1 == m2);
}

// multiple inputs (of different types) to return
TEST_CASE(autocast_fp8_4)
{
    migraphx::module m1;
    {
        auto x1      = m1.add_parameter("x1", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        auto y1      = m1.add_parameter("y1", {migraphx::shape::fp8e4m3fnuz_type, {1}});
        auto x2      = m1.add_parameter("x2", {migraphx::shape::float_type, {1}});
        auto y2      = m1.add_parameter("y2", {migraphx::shape::float_type, {1}});
        auto sum1    = m1.add_instruction(migraphx::make_op("add"), x1, y1);
        auto sum2    = m1.add_instruction(migraphx::make_op("add"), x2, y2);
        m1.add_return({sum1, sum2});
    }
    run_pass(m1);

    migraphx::module m2;
    {
        auto x2          = m2.add_parameter("x2", {migraphx::shape::float_type, {1}});
        auto y2          = m2.add_parameter("y2", {migraphx::shape::float_type, {1}});
        auto y1          = m2.add_parameter("y1", {migraphx::shape::float_type, {1}});
        auto x1          = m2.add_parameter("x1", {migraphx::shape::float_type, {1}});
        auto y1_fp8      = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), y1);
        auto x1_fp8      = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::fp8e4m3fnuz_type}}), x1);
        auto sum1        = m2.add_instruction(migraphx::make_op("add"), x1_fp8, y1_fp8);
        auto sum2        = m2.add_instruction(migraphx::make_op("add"), x2, y2);
        auto result_sum1 = m2.add_instruction(migraphx::make_op("convert", {{"target_type", migraphx::shape::float_type}}), sum1);
        m2.add_return({result_sum1, sum2});
    }
    EXPECT(m1 == m2);
}

// autocast pass does not do any changes
TEST_CASE(autocast_fp8_5)
{
    migraphx::module m1;
    {
        auto x   = m1.add_parameter("x", {migraphx::shape::float_type, {1}});
        auto y   = m1.add_parameter("y", {migraphx::shape::float_type, {1}});
        auto sum = m1.add_instruction(migraphx::make_op("add"), x, y);
        m1.add_return({sum});
    }
    run_pass(m1);

    migraphx::module m2;
    {
        auto x   = m2.add_parameter("x", {migraphx::shape::float_type, {1}});
        auto y   = m2.add_parameter("y", {migraphx::shape::float_type, {1}});
        auto sum = m2.add_instruction(migraphx::make_op("add"), x, y);
        m2.add_return({sum});

    }
    EXPECT(m1 == m2);
}

int main(int argc, const char* argv[]) { test::run(argc, argv); }
