stack_op.cc

// 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/core/subgraph_bridge_registry.h"
#include "lite/kernels/xpu/bridges/graph.h"
#include "lite/kernels/xpu/bridges/utility.h"

namespace paddle {
namespace lite {
namespace subgraph {
namespace xpu {

int StackConverter(void* ctx, OpLite* op, KernelBase* kernel) {
  CHECK(ctx != nullptr);
  CHECK(op != nullptr);
  auto graph = static_cast<Graph*>(ctx);
  auto op_info = op->op_info();
  auto op_type = op_info->Type();
  auto scope = op->scope();
  VLOG(3) << "[XPU] Converting " + op_type + "...";

  // Get input and output vars and op attributes
  auto x_names = op_info->Input("X");
  auto y_name = op_info->Output("Y").front();
  int axis = op_info->GetAttr<int>("axis");

  // X nodes
  xtcl::Array<xtcl::xExpr> x_nodes;
  for (auto& x_name : x_names) {
    auto x = scope->FindMutableTensor(x_name);
    auto x_dims = x->dims();
    std::shared_ptr<Node> x_node = nullptr;
    if (graph->Has(x_name)) {
      x_node = graph->Get(x_name);
    } else {
      x_node = graph->Add(x_name, *x);
    }
    x_nodes.push_back(*x_node->data());
  }

  // Stack node
  graph->Add(y_name,
             graph->builder_.CreateStack(
                 xtcl::network::TupleNode::make(x_nodes), axis));
  return SUCCESS;
}

}  // namespace xpu
}  // namespace subgraph
}  // namespace lite
}  // namespace paddle

REGISTER_SUBGRAPH_BRIDGE(stack,
                         kXPU,
                         paddle::lite::subgraph::xpu::StackConverter);