multibroadcast.cpp

/*
 * The MIT License (MIT)
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 * Copyright (c) 2015-2023 Advanced Micro Devices, Inc. All rights reserved.
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#include <migraphx/instruction.hpp>
#include <migraphx/literal.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/onnx.hpp>
#include <migraphx/register_target.hpp>
#include <migraphx/verify.hpp>

#include <test.hpp>

TEST_CASE(multibroadcast_test)
{
    migraphx::program p;
    auto* mm = p.get_main_module();
    migraphx::shape a_shape{migraphx::shape::int32_type, {2, 2}};
    std::vector<int32_t> a_data{0, 0, 0, 0};
    migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
    std::vector<int32_t> b_data{-2, -3};
    auto l1 = mm->add_literal(migraphx::literal{a_shape, a_data});
    auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
    mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", l1->get_shape().lens()}}),
                        l2);
    p.compile(migraphx::make_target("ref"));
    auto result = p.eval({}).back();
    auto output = result.get<int32_t>();
    EXPECT(output(0, 0) == -2);
    EXPECT(output(0, 1) == -3);
    EXPECT(output(1, 0) == -2);
    EXPECT(output(1, 1) == -3);
}

TEST_CASE(multibroadcast_2in_static_test)
{
    migraphx::program p;
    auto* mm = p.get_main_module();
    migraphx::shape a_shape{migraphx::shape::int32_type, {2, 2}};
    std::vector<int32_t> a_data{0, 0, 0, 0};
    migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
    std::vector<int32_t> b_data{-2, -3};
    auto l1 = mm->add_literal(migraphx::literal{a_shape, a_data});
    auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
    mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1);
    p.compile(migraphx::make_target("ref"));
    auto result = p.eval({}).back();
    auto output = result.get<int32_t>();
    EXPECT(output(0, 0) == -2);
    EXPECT(output(0, 1) == -3);
    EXPECT(output(1, 0) == -2);
    EXPECT(output(1, 1) == -3);
}

TEST_CASE(multibroadcast_2in_dyn_test)
{
    migraphx::program p;
    auto* mm = p.get_main_module();
    migraphx::shape a_shape{migraphx::shape::int32_type, {{2, 4}, {2, 2}}};
    migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
    std::vector<int32_t> b_data{-2, -3};
    auto l1 = mm->add_parameter("a", a_shape);
    auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
    mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1);
    p.compile(migraphx::make_target("ref"));

    std::vector<int32_t> a_data{0, 0, 0, 0};
    migraphx::parameter_map params0;
    migraphx::shape input_fixed_shape0{migraphx::shape::float_type, {2, 2}};
    params0["a"] = migraphx::argument(input_fixed_shape0, a_data.data());
    auto result  = p.eval(params0).back();
    auto output  = result.get<int32_t>();
    EXPECT(output(0, 0) == -2);
    EXPECT(output(0, 1) == -3);
    EXPECT(output(1, 0) == -2);
    EXPECT(output(1, 1) == -3);
}

TEST_CASE(multibroadcast_3in_dyn_test)
{
    migraphx::program p;
    auto* mm = p.get_main_module();
    migraphx::shape a_shape{migraphx::shape::int32_type, {{2, 4}, {2, 2}}};
    migraphx::shape b_shape{migraphx::shape::int32_type, {2}};
    migraphx::shape c_shape{migraphx::shape::int32_type, {{1, 4, {2, 4}}, {2, 4}, {2, 2}}};
    auto l1 = mm->add_parameter("a", a_shape);
    std::vector<int32_t> b_data{-2, -3};
    auto l2 = mm->add_literal(migraphx::literal{b_shape, b_data});
    auto l3 = mm->add_parameter("c", c_shape);
    mm->add_instruction(migraphx::make_op("multibroadcast"), l2, l1, l3);
    p.compile(migraphx::make_target("ref"));

    std::vector<int32_t> a_data(4, 0);
    std::vector<int32_t> c_data(8, 0);
    migraphx::parameter_map params;
    migraphx::shape input_fixed_shape_a{migraphx::shape::float_type, {2, 2}};
    migraphx::shape input_fixed_shape_c{migraphx::shape::float_type, {2, 2, 2}};
    params["a"] = migraphx::argument(input_fixed_shape_a, a_data.data());
    params["c"] = migraphx::argument(input_fixed_shape_c, c_data.data());
    auto result = p.eval(params).back();
    auto output = result.get<int32_t>();
    EXPECT(output(0, 0, 0) == -2);
    EXPECT(output(0, 0, 1) == -3);
    EXPECT(output(0, 1, 0) == -2);
    EXPECT(output(0, 1, 1) == -3);
    EXPECT(output(1, 0, 0) == -2);
    EXPECT(output(1, 0, 1) == -3);
    EXPECT(output(1, 1, 0) == -2);
    EXPECT(output(1, 1, 1) == -3);
}