/* Copyright (c) 2021 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. */ #ifndef _WIN32 #include #endif #include #include // NOLINT #include #include "gtest/gtest.h" #include "paddle/fluid/framework/op_registry.h" #include "paddle/fluid/framework/operator.h" #include "paddle/fluid/framework/program_desc.h" #include "paddle/fluid/string/printf.h" #include "paddle/phi/kernels/funcs/math_function.h" namespace f = paddle::framework; namespace p = paddle::platform; USE_OP(squeeze); USE_OP_DEVICE_KERNEL(squeeze, NPU); template void Compare(f::Scope* scope, const p::DeviceContext& ctx) { // init auto x = scope->Var("X"); auto tensor_x = x->GetMutable(); int dim0 = 1; int dim1 = 10; int dim2 = 1; std::vector init; for (int64_t i = 0; i < dim0 * dim1 * dim2; ++i) { init.push_back(static_cast(0.1)); } paddle::framework::TensorFromVector(init, ctx, tensor_x); tensor_x->Resize({dim0, dim1, dim2}); ctx.Wait(); // run auto place = ctx.GetPlace(); auto out = scope->Var("Out"); auto tensor_out = out->GetMutable(); std::vector axis; axis.push_back(2); f::AttributeMap attrs = {{"axes", axis}}; auto op = f::OpRegistry::CreateOp( "squeeze", {{"X", {"X"}}}, {{"Out", {"Out"}}}, attrs); op->Run(*scope, place); ctx.Wait(); EXPECT_EQ((uint32_t)tensor_out->dims().size(), uint32_t(2)); EXPECT_EQ((uint32_t)tensor_out->dims()[0], uint32_t(dim0)); EXPECT_EQ((uint32_t)tensor_out->dims()[1], uint32_t(dim1)); std::vector out_vec; paddle::framework::TensorToVector(*tensor_out, ctx, &out_vec); for (uint32_t i = 0; i < out_vec.size(); i++) { EXPECT_EQ(out_vec[i], static_cast(0.1)); } ctx.Wait(); } TEST(squeeze, NPU_fp32) { f::Scope scope; auto* ctx = p::DeviceContextPool::Instance().Get(p::NPUPlace(0)); Compare(&scope, *ctx); }