fill.h

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 * distributed with this work for additional information
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 * 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
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 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
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#ifndef MSHADOW_EXTENSION_FILL_H_
#define MSHADOW_EXTENSION_FILL_H_
 
#include "../extension.h"
 
 
namespace mshadow {
namespace expr {
template<typename SrcExp, typename ValExp, typename IndexExp, typename DType>
struct MatFillRowElementExp:
      public Exp<MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType>,
                 DType, type::kChainer> {
  const SrcExp &src_;
  const ValExp &val_;
  const IndexExp &index_;
  MatFillRowElementExp(const SrcExp &src, const ValExp &val, const IndexExp &index)
      : src_(src), val_(val), index_(index) {}
};
 
template<typename SrcExp, typename ValExp, typename IndexExp,
        typename SDType, typename VDType, typename IDType, int e1, int e2, int e3>
inline MatFillRowElementExp<SrcExp, ValExp, IndexExp, SDType>
mat_fill_row_element(const Exp<SrcExp, SDType, e1> &src,
                     const Exp<ValExp, VDType, e2> &val,
                     const Exp<IndexExp, IDType, e3> &index) {
  TypeCheckPass<ExpInfo<SrcExp>::kDim == 2 && ExpInfo<ValExp>::kDim == 1
                && ExpInfo<IndexExp>::kDim == 1>::Error_Expression_Does_Not_Meet_Dimension_Req();
  return MatFillRowElementExp<SrcExp, ValExp, IndexExp, SDType>(src.self(),
                                                                val.self(), index.self());
}
 
//----------------------
// Execution plan
//----------------------
template<typename SrcExp, typename ValExp, typename IndexExp, typename DType>
struct Plan<MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType>, DType> {
 public:
  explicit Plan(const MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType> &e)
      : src_(MakePlan(e.src_)),
        val_(MakePlan(e.val_)),
        index_(MakePlan(e.index_)) {
  }
  MSHADOW_XINLINE DType Eval(index_t y, index_t x) const {
    index_t idx = static_cast<index_t>(index_.Eval(0, y));
    if (idx == x) {
      return static_cast<DType>(val_.Eval(0, y));
    } else {
      return static_cast<DType>(src_.Eval(y, x));
    }
  }
 
 private:
  expr::Plan<SrcExp, DType> src_;
  expr::Plan<ValExp, DType> val_;
  expr::Plan<IndexExp, DType> index_;
};
 
template<typename SrcExp, typename ValExp, typename IndexExp, typename DType>
inline Plan<MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType>, DType>
MakePlan(const MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType> &exp) {
  return Plan<MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType>, DType>(exp);
}
 
template<int dim, typename SrcExp, typename ValExp, typename IndexExp, typename DType>
struct ShapeCheck<dim, MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType> > {
  inline static Shape<dim>
  Check(const MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType> &t) {
    CHECK(dim == 2)
        << "MatFillRowElementExp only support 2 dimension output";
    Shape<2> shape_src = ShapeCheck<2, SrcExp>::Check(t.src_);
    Shape<1> shape_val = ShapeCheck<1, ValExp>::Check(t.val_);
    Shape<1> shape_index = ShapeCheck<1, IndexExp>::Check(t.index_);
    CHECK((shape_src[0] == shape_index[0]) && (shape_index[0] == shape_val[0]))
        << "mat_fill_row_element index length, val length and number of rows in matrix";
    return shape_src;
  }
};
 
template<typename SrcExp, typename ValExp, typename IndexExp, typename DType>
struct ExpInfo<MatFillRowElementExp<SrcExp, ValExp, IndexExp, DType> > {
  static const int kDim = 2;
  static const int kDevMask =
          ExpInfo<SrcExp>::kDevMask & ExpInfo<ValExp>::kDevMask & ExpInfo<IndexExp>::kDevMask;
};
}  // namespace expr
}  // namespace mshadow
#endif  // MSHADOW_EXTENSION_FILL_H_