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authorGravatar Benoit Steiner <benoit.steiner.goog@gmail.com>2015-10-23 09:33:41 -0700
committerGravatar Benoit Steiner <benoit.steiner.goog@gmail.com>2015-10-23 09:33:41 -0700
commita586fdaa913554db3136e6ff984f2a1c091c541c (patch)
tree0ae59024adf068a9391074859344ee712c46f2c0 /unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h
parent29c3b7513ecb1656caf1ee65dbbb161a16ad4da3 (diff)
Reworked the tensor contraction mapper code to make it compile on Android
Diffstat (limited to 'unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h')
-rw-r--r--unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h239
1 files changed, 123 insertions, 116 deletions
diff --git a/unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h b/unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h
index e60fab713..e8447e84c 100644
--- a/unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h
+++ b/unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h
@@ -33,14 +33,14 @@ template<typename Scalar, typename Index, int side,
typename Tensor,
typename nocontract_t, typename contract_t,
int packet_size, bool inner_dim_contiguous>
-class BaseTensorContractionMapper {
+class SimpleTensorContractionMapper {
public:
EIGEN_DEVICE_FUNC
- BaseTensorContractionMapper(const Tensor& tensor,
- const nocontract_t& nocontract_strides,
- const nocontract_t& ij_strides,
- const contract_t& contract_strides,
- const contract_t& k_strides) :
+ SimpleTensorContractionMapper(const Tensor& tensor,
+ const nocontract_t& nocontract_strides,
+ const nocontract_t& ij_strides,
+ const contract_t& contract_strides,
+ const contract_t& k_strides) :
m_tensor(tensor),
m_nocontract_strides(nocontract_strides),
m_ij_strides(ij_strides),
@@ -160,104 +160,23 @@ class BaseTensorContractionMapper {
};
-
template<typename Scalar, typename Index, int side,
typename Tensor,
typename nocontract_t, typename contract_t,
- int packet_size,
- bool inner_dim_contiguous, bool inner_dim_reordered, int Alignment>
-class TensorContractionInputMapper;
-
-template<typename Scalar, typename Index, int side,
- typename Tensor,
- typename nocontract_t, typename contract_t,
- int packet_size,
- bool inner_dim_contiguous, bool inner_dim_reordered, int Alignment>
-class TensorContractionSubMapper {
- public:
- typedef typename packet_traits<Scalar>::type Packet;
- typedef typename packet_traits<Scalar>::half HalfPacket;
-
- typedef TensorContractionInputMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> ParentMapper;
- typedef TensorContractionSubMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> Self;
- typedef Self LinearMapper;
-
- EIGEN_DEVICE_FUNC TensorContractionSubMapper(const ParentMapper& base_mapper, Index vert_offset, Index horiz_offset)
- : m_base_mapper(base_mapper), m_vert_offset(vert_offset), m_horiz_offset(horiz_offset) { }
-
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar operator()(Index i) const {
- return m_base_mapper(i + m_vert_offset, m_horiz_offset);
- }
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar operator()(Index i, Index j) const {
- return m_base_mapper(i + m_vert_offset, j + m_horiz_offset);
- }
-
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Packet loadPacket(Index i) const {
- return m_base_mapper.loadPacket(i + m_vert_offset, m_horiz_offset);
- }
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Packet loadPacket(Index i, Index j) const {
- return m_base_mapper.loadPacket(i + m_vert_offset, j + m_horiz_offset);
- }
-
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE HalfPacket loadHalfPacket(Index i) const {
- return m_base_mapper.loadHalfPacket(i + m_vert_offset, m_horiz_offset);
- }
-
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE void storePacket(Index i, Packet p) const {
- m_base_mapper.storePacket(i + m_vert_offset, m_horiz_offset, p);
- }
-
- EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE LinearMapper getLinearMapper(Index i, Index j) const {
- return LinearMapper(m_base_mapper, i + m_vert_offset, j + m_horiz_offset);
- }
-
- template <typename PacketT, int AlignmentType>
- EIGEN_ALWAYS_INLINE PacketT load(Index i) const {
- EIGEN_STATIC_ASSERT((internal::is_same<PacketT, Packet>::value), YOU_MADE_A_PROGRAMMING_MISTAKE);
- EIGEN_STATIC_ASSERT((AlignmentType == Aligned || Alignment == Unaligned), YOU_MADE_A_PROGRAMMING_MISTAKE);
- return loadPacket(i);
- }
-
- template <typename Packet>
- bool aligned(Index /*i*/) const {
- return false;
- }
-
- private:
- const ParentMapper& m_base_mapper;
- const Index m_vert_offset;
- const Index m_horiz_offset;
-};
-
-
-template<typename Scalar, typename Index, int side,
- typename Tensor,
- typename nocontract_t, typename contract_t,
- int packet_size = (Tensor::PacketAccess ? packet_traits<Scalar>::size : 1),
- bool inner_dim_contiguous = false, bool inner_dim_reordered = (side != Lhs), int Alignment=Unaligned>
-class TensorContractionInputMapper
- : public BaseTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous> {
-
+ size_t packet_size, bool inner_dim_contiguous,
+ bool inner_dim_reordered, int Alignment>
+ class BaseTensorContractionMapper : public SimpleTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous>
+{
public:
- typedef BaseTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous> Base;
- typedef TensorContractionSubMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> SubMapper;
- typedef SubMapper VectorMapper;
-
- TensorContractionInputMapper(const Tensor& tensor,
- const nocontract_t& nocontract_strides,
- const nocontract_t& ij_strides,
- const contract_t& contract_strides,
- const contract_t& k_strides)
- : Base(tensor, nocontract_strides, ij_strides, contract_strides, k_strides) { }
+ typedef SimpleTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous> ParentMapper;
EIGEN_DEVICE_FUNC
- EIGEN_STRONG_INLINE SubMapper getSubMapper(Index i, Index j) const {
- return SubMapper(*this, i, j);
- }
-
- EIGEN_ALWAYS_INLINE VectorMapper getVectorMapper(Index i, Index j) const {
- return VectorMapper(*this, i, j);
- }
+ BaseTensorContractionMapper(const Tensor& tensor,
+ const nocontract_t& nocontract_strides,
+ const nocontract_t& ij_strides,
+ const contract_t& contract_strides,
+ const contract_t& k_strides) :
+ ParentMapper(tensor, nocontract_strides, ij_strides, contract_strides, k_strides) { }
typedef typename packet_traits<Scalar>::type Packet;
typedef typename packet_traits<Scalar>::half HalfPacket;
@@ -322,21 +241,120 @@ class TensorContractionInputMapper
};
+template<typename Scalar, typename Index, int side,
+ typename Tensor,
+ typename nocontract_t, typename contract_t,
+ bool inner_dim_contiguous,
+ bool inner_dim_reordered, int Alignment>
+class BaseTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, 1, inner_dim_contiguous, inner_dim_reordered, Alignment> : public SimpleTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, 1, inner_dim_contiguous>
+{
+ public:
+ typedef SimpleTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, 1, inner_dim_contiguous> ParentMapper;
+
+ EIGEN_DEVICE_FUNC
+ BaseTensorContractionMapper(const Tensor& tensor,
+ const nocontract_t& nocontract_strides,
+ const nocontract_t& ij_strides,
+ const contract_t& contract_strides,
+ const contract_t& k_strides) :
+ ParentMapper(tensor, nocontract_strides, ij_strides, contract_strides, k_strides) { }
+
+ typedef typename packet_traits<Scalar>::type Packet;
+ EIGEN_DEVICE_FUNC
+ EIGEN_STRONG_INLINE Packet loadPacket(Index i, Index j) const {
+ EIGEN_ALIGN_MAX Scalar data[1];
+ data[0] = this->m_tensor.coeff(this->computeIndex(i, j));
+ return pload<typename packet_traits<Scalar>::type>(data);
+ }
+ EIGEN_DEVICE_FUNC
+ EIGEN_STRONG_INLINE Packet loadHalfPacket(Index i, Index j) const {
+ return loadPacket(i, j);
+ }
+};
+
+template<typename Scalar, typename Index, int side,
+ typename Tensor,
+ typename nocontract_t, typename contract_t,
+ size_t packet_size,
+ bool inner_dim_contiguous, bool inner_dim_reordered, int Alignment>
+class TensorContractionInputMapper;
+
+template<typename Scalar, typename Index, int side,
+ typename Tensor,
+ typename nocontract_t, typename contract_t,
+ size_t packet_size,
+ bool inner_dim_contiguous, bool inner_dim_reordered, int Alignment>
+class TensorContractionSubMapper {
+ public:
+ typedef typename packet_traits<Scalar>::type Packet;
+ typedef typename packet_traits<Scalar>::half HalfPacket;
+
+ typedef TensorContractionInputMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> ParentMapper;
+ typedef TensorContractionSubMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> Self;
+ typedef Self LinearMapper;
+
+ EIGEN_DEVICE_FUNC TensorContractionSubMapper(const ParentMapper& base_mapper, Index vert_offset, Index horiz_offset)
+ : m_base_mapper(base_mapper), m_vert_offset(vert_offset), m_horiz_offset(horiz_offset) { }
+
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar operator()(Index i) const {
+ return m_base_mapper(i + m_vert_offset, m_horiz_offset);
+ }
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Scalar operator()(Index i, Index j) const {
+ return m_base_mapper(i + m_vert_offset, j + m_horiz_offset);
+ }
+
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Packet loadPacket(Index i) const {
+ return m_base_mapper.loadPacket(i + m_vert_offset, m_horiz_offset);
+ }
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE Packet loadPacket(Index i, Index j) const {
+ return m_base_mapper.loadPacket(i + m_vert_offset, j + m_horiz_offset);
+ }
+
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE HalfPacket loadHalfPacket(Index i) const {
+ return m_base_mapper.loadHalfPacket(i + m_vert_offset, m_horiz_offset);
+ }
+
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE void storePacket(Index i, Packet p) const {
+ m_base_mapper.storePacket(i + m_vert_offset, m_horiz_offset, p);
+ }
+
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE LinearMapper getLinearMapper(Index i, Index j) const {
+ return LinearMapper(m_base_mapper, i + m_vert_offset, j + m_horiz_offset);
+ }
+
+ template <typename PacketT, int AlignmentType>
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE PacketT load(Index i) const {
+ EIGEN_STATIC_ASSERT((internal::is_same<PacketT, Packet>::value), YOU_MADE_A_PROGRAMMING_MISTAKE);
+ EIGEN_STATIC_ASSERT((AlignmentType == Aligned || Alignment == Unaligned), YOU_MADE_A_PROGRAMMING_MISTAKE);
+ return loadPacket(i);
+ }
+
+ template <typename Packet>
+ EIGEN_DEVICE_FUNC bool aligned(Index) const {
+ return false;
+ }
+
+ private:
+ const ParentMapper& m_base_mapper;
+ const Index m_vert_offset;
+ const Index m_horiz_offset;
+};
template<typename Scalar, typename Index, int side,
typename Tensor,
typename nocontract_t, typename contract_t,
+ size_t packet_size,
bool inner_dim_contiguous, bool inner_dim_reordered, int Alignment>
-class TensorContractionInputMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, 1, inner_dim_contiguous, inner_dim_reordered, Alignment>
- : public BaseTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, 1, inner_dim_contiguous> {
+class TensorContractionInputMapper
+ : public BaseTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> {
public:
- typedef BaseTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, 1, inner_dim_contiguous> Base;
- typedef TensorContractionSubMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, 1, inner_dim_contiguous, inner_dim_reordered, Alignment> SubMapper;
+ typedef BaseTensorContractionMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> Base;
+ typedef TensorContractionSubMapper<Scalar, Index, side, Tensor, nocontract_t, contract_t, packet_size, inner_dim_contiguous, inner_dim_reordered, Alignment> SubMapper;
typedef SubMapper VectorMapper;
- TensorContractionInputMapper(const Tensor& tensor,
+ EIGEN_DEVICE_FUNC TensorContractionInputMapper(const Tensor& tensor,
const nocontract_t& nocontract_strides,
const nocontract_t& ij_strides,
const contract_t& contract_strides,
@@ -348,24 +366,13 @@ class TensorContractionInputMapper<Scalar, Index, side, Tensor, nocontract_t, co
return SubMapper(*this, i, j);
}
- EIGEN_ALWAYS_INLINE VectorMapper getVectorMapper(Index i, Index j) const {
+ EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE VectorMapper getVectorMapper(Index i, Index j) const {
return VectorMapper(*this, i, j);
}
-
- typedef typename packet_traits<Scalar>::type Packet;
- EIGEN_DEVICE_FUNC
- EIGEN_STRONG_INLINE Packet loadPacket(Index i, Index j) const {
- EIGEN_ALIGN_MAX Scalar data[1];
- data[0] = this->m_tensor.coeff(this->computeIndex(i, j));
- return pload<typename packet_traits<Scalar>::type>(data);
- }
- EIGEN_DEVICE_FUNC
- EIGEN_STRONG_INLINE Packet loadHalfPacket(Index i, Index j) const {
- return loadPacket(i, j);
- }
};
+
template<typename Dimensions, typename LhsXprType, typename RhsXprType>
struct traits<TensorContractionOp<Dimensions, LhsXprType, RhsXprType> >
{