// 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" namespace paddle { namespace lite { class ShapeComputeTester : public arena::TestCase { protected: // common attributes for this op. std::string x_ = "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(x_); 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", {x_}); op_desc->SetOutput("Out", {out_}); } void PrepareData() override { std::vector in_data(dims_.production()); for (int i = 0; i < dims_.production(); ++i) { in_data[i] = i; } SetCommonTensor(x_, dims_, in_data.data()); } }; void test_shape(Place place) { for (int N : {1, 2, 3, 4}) { for (int C : {1, 2, 3, 4}) { for (int H : {1, 2, 3, 4}) { for (int W : {1, 2, 3, 4}) { std::unique_ptr tester( new ShapeComputeTester(place, "def", DDim({N, C, H, W}))); arena::Arena arena(std::move(tester), place, 2e-5); arena.TestPrecision(); } } } } } TEST(shape, precision) { #ifdef LITE_WITH_X86 Place place(TARGET(kX86)); #endif #ifdef LITE_WITH_ARM Place place(TARGET(kARM)); test_shape(place); #endif } } // namespace lite } // namespace paddle