/* * 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 #include #include #include #include #include #include TEST_CASE(quantizelinear_1) { migraphx::shape xs{migraphx::shape::float_type, {2, 3, 3}}; std::vector xv = { -300, 600, 129, -1000, 4, 3, -6, 600, 550, -300, 600, 129, -1000, 4, 3, -6, 600, 550}; migraphx::shape ss{migraphx::shape::float_type, {2, 3, 3}}; std::vector sv = {2, 2, 2, 4, 4, 4, 6, 6, 6, 2, 2, 2, 4, 4, 4, 6, 6, 6}; migraphx::shape zs{migraphx::shape::int8_type, {2, 3, 3}}; std::vector zv = {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; auto create_program = [&]() { migraphx::program p; auto* mm = p.get_main_module(); auto x = mm->add_literal(xs, xv); auto s = mm->add_literal(ss, sv); auto z = mm->add_literal(zs, zv); mm->add_instruction(migraphx::make_op("quantizelinear"), x, s, z); return p; }; migraphx::program p1 = create_program(); p1.compile(migraphx::make_target("ref")); auto result = p1.eval({}).back(); std::vector results_vector(18); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); std::vector gold{ -128, 127, 64, -128, 1, 1, -1, 100, 92, -128, 127, 64, -128, 1, 1, -1, 100, 92}; EXPECT(results_vector == gold); } TEST_CASE(quantizelinear_2) { migraphx::shape xs{migraphx::shape::float_type, {2, 3, 3}}; std::vector xv = { -300, 600, 129, -1000, 4, 3, -6, 600, 550, -300, 600, 129, -1000, 4, 3, -6, 600, 550}; migraphx::shape ss{migraphx::shape::float_type, {2, 3, 3}}; std::vector sv = {2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2}; auto create_program = [&]() { migraphx::program p; auto* mm = p.get_main_module(); auto x = mm->add_literal(xs, xv); auto s = mm->add_literal(ss, sv); mm->add_instruction(migraphx::make_op("quantizelinear"), x, s); return p; }; migraphx::program p1 = create_program(); p1.compile(migraphx::make_target("ref")); auto result = p1.eval({}).back(); std::vector results_vector(18); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); std::vector gold{0, 255, 64, 0, 2, 2, 0, 255, 255, 0, 255, 64, 0, 2, 2, 0, 255, 255}; EXPECT(results_vector == gold); }