1 /* Copyright 2015 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 16 #ifndef TENSORFLOW_CORE_KERNELS_TILE_OPS_IMPL_H_ 17 #define TENSORFLOW_CORE_KERNELS_TILE_OPS_IMPL_H_ 18 19 #include "third_party/eigen3/unsupported/Eigen/CXX11/Tensor" 20 #include "tensorflow/core/framework/tensor_types.h" 21 #include "tensorflow/core/platform/types.h" 22 23 namespace tensorflow { 24 25 namespace functor { 26 27 template <typename Device, typename T, int NDIM> 28 struct TileGrad { operatorTileGrad29 void operator()(const Device& d, typename TTypes<T, NDIM>::Tensor out, 30 typename TTypes<T, NDIM>::ConstTensor in, 31 const Eigen::DSizes<Eigen::DenseIndex, NDIM>& indices, 32 const Eigen::DSizes<Eigen::DenseIndex, NDIM>& sizes, 33 bool first) const { 34 if (first) { 35 out.device(d) = in.slice(indices, sizes); 36 } else { 37 out.device(d) += in.slice(indices, sizes); 38 } 39 } 40 }; 41 42 template <typename Device, typename T> 43 struct TileGrad<Device, T, 0> { 44 void operator()(const Device& d, typename TTypes<T, 0>::Tensor out, 45 typename TTypes<T, 0>::ConstTensor in, 46 const Eigen::DSizes<Eigen::DenseIndex, 0>&, 47 const Eigen::DSizes<Eigen::DenseIndex, 0>&, 48 bool first) const { 49 if (first) { 50 out.device(d) = in; 51 } else { 52 out.device(d) += in; 53 } 54 } 55 }; 56 57 template <typename Device, typename T, int NDIM, int REDUCEDNDIM> 58 struct ReduceAndReshape { 59 void operator()( 60 const Device& d, typename TTypes<T, NDIM>::Tensor out, 61 typename TTypes<T, NDIM>::ConstTensor in, 62 const Eigen::DSizes<Eigen::DenseIndex, REDUCEDNDIM>& reduce_dim, 63 const Eigen::DSizes<Eigen::DenseIndex, NDIM>& reshape_dim) const { 64 out.device(d) = in.sum(reduce_dim).reshape(reshape_dim); 65 } 66 }; 67 68 } // end namespace functor 69 } // end namespace tensorflow 70 71 #endif // TENSORFLOW_CORE_KERNELS_TILE_OPS_IMPL_H_ 72