// 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 "lite/kernels/arm/lookup_table_compute.h" #include #include #include "lite/api/paddle_place.h" #include "lite/backends/arm/math/funcs.h" #include "lite/core/op_registry.h" #include "lite/core/tensor.h" #include "lite/core/type_system.h" namespace paddle { namespace lite { namespace kernels { namespace arm { void LookupTableCompute::Run() { auto& param = this->Param(); auto& ctx = this->ctx_->template As(); // inputs auto w = param.W; auto ids = param.Ids; // outputs auto out = param.Out; auto table_dim = w->dims(); int64_t ids_numel = ids->numel(); auto ids_data = ids->data(); int64_t row_number = table_dim[0]; int64_t row_width = table_dim[1]; auto table_data = w->data(); auto dout = out->mutable_data(); for (int64_t i = 0; i < ids_numel; ++i) { int ids_int = ids_data[i]; if (param.padding_idx != -1 && ids_data[i] == param.padding_idx) { memset(dout + i * row_width, 0, row_width * sizeof(float)); } else { CHECK_LT(ids_data[i], row_number) << "look uptable ids[i] < row_number check failed"; CHECK_GE(ids_data[i], 0) << "lookuptable ids[i] >= 0 check failed"; memcpy(dout + i * row_width, table_data + ids_int * row_width, row_width * sizeof(float)); } } *(out->mutable_lod()) = ids->lod(); } } // namespace arm } // namespace kernels } // namespace lite } // namespace paddle REGISTER_LITE_KERNEL(lookup_table, kARM, kFloat, kNCHW, paddle::lite::kernels::arm::LookupTableCompute, def) .BindInput("W", {LiteType::GetTensorTy(TARGET(kARM))}) .BindInput("Ids", {LiteType::GetTensorTy(TARGET(kARM))}) .BindOutput("Out", {LiteType::GetTensorTy(TARGET(kARM))}) .Finalize();