/* * 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(reshape_lazy_test0) { migraphx::shape a_shape{migraphx::shape::float_type, {24, 1, 1, 1}}; std::vector data(24); std::iota(data.begin(), data.end(), -3); migraphx::program p; auto* mm = p.get_main_module(); auto l = mm->add_literal(migraphx::literal{a_shape, data}); std::vector new_shape = {8, 3, 1, 1}; mm->add_instruction(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), l); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, data)); } TEST_CASE(reshape_lazy_test1) { migraphx::shape a_shape{migraphx::shape::float_type, {24, 1, 1, 1}}; std::vector data(24); std::iota(data.begin(), data.end(), -3); migraphx::program p; auto* mm = p.get_main_module(); auto l = mm->add_literal(migraphx::literal{a_shape, data}); std::vector new_shape = {1, 3, 4, 2}; mm->add_instruction(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), l); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, data)); } TEST_CASE(reshape_lazy_test2) { migraphx::shape a_shape{migraphx::shape::float_type, {24, 1, 1, 1}}; std::vector data(24); std::iota(data.begin(), data.end(), -3); migraphx::program p; auto* mm = p.get_main_module(); auto l = mm->add_literal(migraphx::literal{a_shape, data}); std::vector new_shape = {1, 2, 3, 4}; mm->add_instruction(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), l); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, data)); } TEST_CASE(reshape_lazy_dyn_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape s{migraphx::shape::float_type, {{1, 4}, {24, 24}, {1, 1}, {1, 1}}}; std::vector new_shape = {0, 8, 3, 1}; auto input = mm->add_parameter("X", s); mm->add_instruction(migraphx::make_op("reshape_lazy", {{"dims", new_shape}}), input); p.compile(migraphx::make_target("ref")); std::vector data(48); std::iota(data.begin(), data.end(), -3); migraphx::parameter_map params; migraphx::shape input_fixed_shape{migraphx::shape::float_type, {2, 24, 1, 1}}; params["X"] = migraphx::argument(input_fixed_shape, data.data()); auto result = p.eval(params).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, data)); } TEST_CASE(reshape_test0) { migraphx::shape a_shape{migraphx::shape::float_type, {24, 1, 1, 1}}; std::vector gold(24); std::iota(gold.begin(), gold.end(), -3); migraphx::program p; auto* mm = p.get_main_module(); auto l = mm->add_literal(migraphx::literal{a_shape, gold}); std::vector new_shape = {8, 3, 1, 1}; mm->add_instruction(migraphx::make_op("reshape", {{"dims", new_shape}}), l); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); } TEST_CASE(reshape_test1) { migraphx::shape a_shape{migraphx::shape::float_type, {24, 1, 1, 1}}; std::vector gold(24); std::iota(gold.begin(), gold.end(), -3); migraphx::program p; auto* mm = p.get_main_module(); auto l = mm->add_literal(migraphx::literal{a_shape, gold}); std::vector new_shape = {1, 3, 4, 2}; mm->add_instruction(migraphx::make_op("reshape", {{"dims", new_shape}}), l); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); } TEST_CASE(reshape_test2) { migraphx::shape a_shape{migraphx::shape::float_type, {24, 1, 1, 1}}; std::vector gold(24); std::iota(gold.begin(), gold.end(), -3); migraphx::program p; auto* mm = p.get_main_module(); auto l = mm->add_literal(migraphx::literal{a_shape, gold}); std::vector new_shape = {1, 2, 3, 4}; mm->add_instruction(migraphx::make_op("reshape", {{"dims", new_shape}}), l); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); } TEST_CASE(reshape_dyn_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape s{migraphx::shape::float_type, {{1, 4}, {24, 24}, {1, 1}, {1, 1}}}; std::vector new_shape = {0, 8, 3, 1}; auto input = mm->add_parameter("X", s); mm->add_instruction(migraphx::make_op("reshape", {{"dims", new_shape}}), input); p.compile(migraphx::make_target("ref")); std::vector gold(48); std::iota(gold.begin(), gold.end(), -3); migraphx::parameter_map params; migraphx::shape input_fixed_shape{migraphx::shape::float_type, {2, 24, 1, 1}}; params["X"] = migraphx::argument(input_fixed_shape, gold.data()); auto result = p.eval(params).back(); std::vector results_vector{}; result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify::verify_rms_range(results_vector, gold)); }