mapping.h

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/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you 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 TVM_TOPI_NN_MAPPING_H_
#define TVM_TOPI_NN_MAPPING_H_
 
#include <tvm/te/operation.h>
#include <tvm/topi/tags.h>
 
#include <string>
 
namespace tvm {
namespace topi {
namespace nn {
 
using namespace tvm::te;
 
inline Tensor scale_shift_nchw(const Tensor& x, const Tensor& scale, const Tensor& shift,
                               std::string name = "ScaleShift", std::string tag = kBroadcast) {
  return tvm::te::compute(
      x->shape,
      [&](PrimVar b, PrimVar c, PrimVar h, PrimVar w) {
        return x(b, c, h, w) * scale(c) + shift(c);
      },
      name, tag);
}
 
inline Tensor scale_shift_nhwc(const Tensor& x, const Tensor& scale, const Tensor& shift,
                               std::string name = "ScaleShift", std::string tag = kBroadcast) {
  return tvm::te::compute(
      x->shape,
      [&](PrimVar b, PrimVar h, PrimVar w, PrimVar c) {
        return x(b, h, w, c) * scale(c) + shift(c);
      },
      name, tag);
}
 
}  // namespace nn
}  // namespace topi
}  // namespace tvm
#endif  // TVM_TOPI_NN_MAPPING_H_