// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include #include "lite/api/paddle_use_kernels.h" #include "lite/api/paddle_use_ops.h" #include "lite/core/arena/framework.h" #include "lite/tests/utils/fill_data.h" namespace paddle { namespace lite { class ShapeComputeTester : public arena::TestCase { protected: // common attributes for this op. std::string input_ = "Input"; std::string out_ = "Out"; DDim dims_; public: ShapeComputeTester(const Place& place, const std::string& alias, DDim dims) : TestCase(place, alias), dims_(dims) {} void RunBaseline(Scope* scope) override { const auto* input = scope->FindTensor(input_); CHECK(input); auto* out = scope->NewTensor(out_); CHECK(out); int64_t sz = input->dims().size(); out->Resize(DDim({sz})); auto* out_data = out->mutable_data(); for (int i = 0; i < input->dims().size(); ++i) { out_data[i] = input->dims()[i]; } } void PrepareOpDesc(cpp::OpDesc* op_desc) { op_desc->SetType("shape"); op_desc->SetInput("Input", {input_}); op_desc->SetOutput("Out", {out_}); } void PrepareData() override { std::vector din(dims_.production()); fill_data_rand(din.data(), -1.f, 1.f, dims_.production()); SetCommonTensor(input_, dims_, din.data()); } }; void TestShapeHelper(Place place, float abs_error, std::vector x_dims) { std::unique_ptr tester( new ShapeComputeTester(place, "def", DDim(x_dims))); arena::Arena arena(std::move(tester), place, abs_error); arena.TestPrecision(); } void test_shape(Place place, float abs_error) { TestShapeHelper(place, abs_error, {2, 3, 4, 5}); TestShapeHelper(place, abs_error, {3, 4, 5}); TestShapeHelper(place, abs_error, {4, 5}); TestShapeHelper(place, abs_error, {5}); } TEST(shape, precision) { Place place; float abs_error = 1e-5; #if defined(LITE_WITH_NPU) place = TARGET(kNPU); abs_error = 1e-2; #elif defined(LITE_WITH_ARM) place = TARGET(kHost); #else return; #endif test_shape(place, abs_error); } } // namespace lite } // namespace paddle