aboutsummaryrefslogtreecommitdiffhomepage
path: root/unsupported/Eigen/CXX11/src/Tensor/TensorSyclExtractAccessor.h
blob: f5ef05e36537685215a31c9f1adef3178e7c194b (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Mehdi Goli    Codeplay Software Ltd.
// Ralph Potter  Codeplay Software Ltd.
// Luke Iwanski  Codeplay Software Ltd.
// Contact: <eigen@codeplay.com>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.

/*****************************************************************
 * TensorSyclExtractAccessor.h
 *
 * \brief:
 * ExtractAccessor takes Expression placeHolder expression and the tuple of sycl
 * buffers as an input. Using pre-order tree traversal, ExtractAccessor
 * recursively calls itself for its children in the expression tree. The
 * leaf node in the PlaceHolder expression is nothing but a container preserving
 * the order of the actual data in the tuple of sycl buffer. By invoking the
 * extract accessor for the PlaceHolder<N>, an accessor is created for the Nth
 * buffer in the tuple of buffers. This accessor is then added as an Nth
 * element in the tuple of accessors. In this case we preserve the order of data
 * in the expression tree.
 *
 * This is the specialisation of extract accessor method for different operation
 * type in the PlaceHolder expression.
 *
*****************************************************************/

#ifndef UNSUPPORTED_EIGEN_CXX11_SRC_TENSOR_TENSORSYCL_EXTRACT_ACCESSOR_HPP
#define UNSUPPORTED_EIGEN_CXX11_SRC_TENSOR_TENSORSYCL_EXTRACT_ACCESSOR_HPP

namespace Eigen {
namespace TensorSycl {
namespace internal {
/// \struct ExtractAccessor: Extract Accessor Class is used to extract the
/// accessor from a buffer.
/// Depending on the type of the leaf node we can get a read accessor or a
/// read_write accessor
template <typename Evaluator>
struct ExtractAccessor;

struct AccessorConstructor{
  template<typename Arg> static inline auto getTuple(cl::sycl::handler& cgh, const Arg& eval)
  -> decltype(ExtractAccessor<Arg>::getTuple(cgh, eval)) {
  return ExtractAccessor<Arg>::getTuple(cgh, eval);
  }

  template<typename Arg1, typename Arg2> static inline auto getTuple(cl::sycl::handler& cgh, const Arg1& eval1, const Arg2& eval2)
  -> decltype(utility::tuple::append(ExtractAccessor<Arg1>::getTuple(cgh, eval1), ExtractAccessor<Arg2>::getTuple(cgh, eval2))) {
    return utility::tuple::append(ExtractAccessor<Arg1>::getTuple(cgh, eval1), ExtractAccessor<Arg2>::getTuple(cgh, eval2));
  }
  template<typename Arg1, typename Arg2, typename Arg3>	static inline auto getTuple(cl::sycl::handler& cgh, const Arg1& eval1 , const Arg2& eval2 , const Arg3& eval3)
  -> decltype(utility::tuple::append(ExtractAccessor<Arg1>::getTuple(cgh, eval1),utility::tuple::append(ExtractAccessor<Arg2>::getTuple(cgh, eval2), ExtractAccessor<Arg3>::getTuple(cgh, eval3)))) {
    return utility::tuple::append(ExtractAccessor<Arg1>::getTuple(cgh, eval1),utility::tuple::append(ExtractAccessor<Arg2>::getTuple(cgh, eval2), ExtractAccessor<Arg3>::getTuple(cgh, eval3)));
  }
  template< cl::sycl::access::mode AcM, typename Arg> static inline auto getAccessor(cl::sycl::handler& cgh, const Arg& eval)
  -> decltype(utility::tuple::make_tuple( eval.device().template get_sycl_accessor<AcM>(cgh,eval.data()))){
    return utility::tuple::make_tuple(eval.device().template get_sycl_accessor<AcM>(cgh,eval.data()));
  }
};

/// specialisation of the \ref ExtractAccessor struct when the node type is
///  TensorCwiseNullaryOp,  TensorCwiseUnaryOp and  TensorBroadcastingOp
#define SYCLUNARYCATEGORYEXTACC(CVQual)\
template <template<class, class> class UnaryCategory, typename OP, typename RHSExpr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual UnaryCategory<OP, RHSExpr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual UnaryCategory<OP, RHSExpr>, Dev>& eval)\
  -> decltype(AccessorConstructor::getTuple(cgh, eval.impl())){\
    return AccessorConstructor::getTuple(cgh, eval.impl());\
  }\
};

SYCLUNARYCATEGORYEXTACC(const)
SYCLUNARYCATEGORYEXTACC()
#undef SYCLUNARYCATEGORYEXTACC


/// specialisation of the \ref ExtractAccessor struct when the node type is TensorCwiseBinaryOp
#define SYCLBINARYCATEGORYEXTACC(CVQual)\
template <template<class, class, class> class BinaryCategory, typename OP,  typename LHSExpr, typename RHSExpr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual BinaryCategory<OP, LHSExpr, RHSExpr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual BinaryCategory<OP, LHSExpr, RHSExpr>, Dev>& eval)\
  -> decltype(AccessorConstructor::getTuple(cgh, eval.left_impl(), eval.right_impl())){\
    return AccessorConstructor::getTuple(cgh, eval.left_impl(), eval.right_impl());\
  }\
};

SYCLBINARYCATEGORYEXTACC(const)
SYCLBINARYCATEGORYEXTACC()
#undef SYCLBINARYCATEGORYEXTACC

/// specialisation of the \ref ExtractAccessor struct when the node type is
/// const TensorCwiseTernaryOp
#define SYCLTERNARYCATEGORYEXTACC(CVQual)\
template <template<class, class, class, class> class TernaryCategory, typename OP, typename Arg1Expr, typename Arg2Expr, typename Arg3Expr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TernaryCategory<OP, Arg1Expr, Arg2Expr, Arg3Expr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual TernaryCategory<OP, Arg1Expr, Arg2Expr, Arg3Expr>, Dev>& eval)\
  -> decltype(AccessorConstructor::getTuple(cgh, eval.arg1Impl(), eval.arg2Impl(), eval.arg3Impl())){\
    return AccessorConstructor::getTuple(cgh, eval.arg1Impl(), eval.arg2Impl(), eval.arg3Impl());\
  }\
};

SYCLTERNARYCATEGORYEXTACC(const)
SYCLTERNARYCATEGORYEXTACC()
#undef SYCLTERNARYCATEGORYEXTACC


/// specialisation of the \ref ExtractAccessor struct when the node type is
/// TensorCwiseSelectOp. This is a special case where there is no OP
#define SYCLSELECTOPEXTACC(CVQual)\
template <typename IfExpr, typename ThenExpr, typename ElseExpr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TensorSelectOp<IfExpr, ThenExpr, ElseExpr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual TensorSelectOp<IfExpr, ThenExpr, ElseExpr>, Dev>& eval)\
  -> decltype(AccessorConstructor::getTuple(cgh, eval.cond_impl(), eval.then_impl(), eval.else_impl())){\
    return AccessorConstructor::getTuple(cgh, eval.cond_impl(), eval.then_impl(), eval.else_impl());\
  }\
};

SYCLSELECTOPEXTACC(const)
SYCLSELECTOPEXTACC()
#undef SYCLSELECTOPEXTACC

/// specialisation of the \ref ExtractAccessor struct when the node type is TensorAssignOp
#define SYCLTENSORASSIGNOPEXTACC(CVQual)\
template <typename LHSExpr, typename RHSExpr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TensorAssignOp<LHSExpr, RHSExpr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual TensorAssignOp<LHSExpr, RHSExpr>, Dev>& eval)\
  -> decltype(AccessorConstructor::getTuple(cgh, eval.left_impl(), eval.right_impl())){\
    return AccessorConstructor::getTuple(cgh, eval.left_impl(), eval.right_impl());\
 }\
};

 SYCLTENSORASSIGNOPEXTACC(const)
 SYCLTENSORASSIGNOPEXTACC()
 #undef SYCLTENSORASSIGNOPEXTACC

/// specialisation of the \ref ExtractAccessor struct when the node type is const TensorMap
#define TENSORMAPEXPR(CVQual, ACCType)\
template <typename PlainObjectType, int Options_, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TensorMap<PlainObjectType, Options_>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh,const TensorEvaluator<CVQual TensorMap<PlainObjectType, Options_>, Dev>& eval)\
  -> decltype(AccessorConstructor::template getAccessor<ACCType>(cgh, eval)){\
    return AccessorConstructor::template getAccessor<ACCType>(cgh, eval);\
  }\
};

TENSORMAPEXPR(const, cl::sycl::access::mode::read)
TENSORMAPEXPR(, cl::sycl::access::mode::read_write)
#undef TENSORMAPEXPR

/// specialisation of the \ref ExtractAccessor struct when the node type is TensorForcedEvalOp
#define SYCLFORCEDEVALEXTACC(CVQual)\
template <typename Expr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TensorForcedEvalOp<Expr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual TensorForcedEvalOp<Expr>, Dev>& eval)\
  -> decltype(AccessorConstructor::template getAccessor<cl::sycl::access::mode::read>(cgh, eval)){\
    return AccessorConstructor::template getAccessor<cl::sycl::access::mode::read>(cgh, eval);\
  }\
};

SYCLFORCEDEVALEXTACC(const)
SYCLFORCEDEVALEXTACC()
#undef SYCLFORCEDEVALEXTACC


/// specialisation of the \ref ExtractAccessor struct when the node type is TensorEvalToOp
#define SYCLEVALTOEXTACC(CVQual)\
template <typename Expr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TensorEvalToOp<Expr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh,const TensorEvaluator<CVQual TensorEvalToOp<Expr>, Dev>& eval)\
  -> decltype(utility::tuple::append(AccessorConstructor::template getAccessor<cl::sycl::access::mode::write>(cgh, eval), AccessorConstructor::getTuple(cgh, eval.impl()))){\
    return utility::tuple::append(AccessorConstructor::template getAccessor<cl::sycl::access::mode::write>(cgh, eval), AccessorConstructor::getTuple(cgh, eval.impl()));\
  }\
};

SYCLEVALTOEXTACC(const)
SYCLEVALTOEXTACC()
#undef SYCLEVALTOEXTACC

/// specialisation of the \ref ExtractAccessor struct when the node type is TensorReductionOp
#define SYCLREDUCTIONEXTACC(CVQual)\
template <typename OP, typename Dim, typename Expr, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TensorReductionOp<OP, Dim, Expr>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual TensorReductionOp<OP, Dim, Expr>, Dev>& eval)\
  -> decltype(AccessorConstructor::template getAccessor<cl::sycl::access::mode::read>(cgh, eval)){\
    return AccessorConstructor::template getAccessor<cl::sycl::access::mode::read>(cgh, eval);\
  }\
};

SYCLREDUCTIONEXTACC(const)
SYCLREDUCTIONEXTACC()
#undef SYCLREDUCTIONEXTACC

/// specialisation of the \ref ExtractAccessor struct when the node type is
/// const TensorSlicingOp. This is a special case where there is no OP
#define SYCLSLICEOPEXTACC(CVQual)\
template <typename StartIndices, typename Sizes, typename XprType, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual TensorSlicingOp<StartIndices, Sizes, XprType>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual TensorSlicingOp<StartIndices, Sizes, XprType>, Dev>& eval)\
  -> decltype(AccessorConstructor::getTuple(cgh, eval.impl())){\
    return AccessorConstructor::getTuple(cgh, eval.impl());\
  }\
};

SYCLSLICEOPEXTACC(const)
SYCLSLICEOPEXTACC()
#undef SYCLSLICEOPEXTACC

#define RESHAPEANDSHUFFOPEXTRACC(OPEXPR, CVQual)\
template<typename Param, typename XprType, typename Dev>\
struct ExtractAccessor<TensorEvaluator<CVQual OPEXPR<Param, XprType>, Dev> > {\
  static inline auto getTuple(cl::sycl::handler& cgh, const TensorEvaluator<CVQual OPEXPR<Param, XprType>, Dev>& eval)\
  -> decltype(AccessorConstructor::getTuple(cgh, eval.impl())){\
    return AccessorConstructor::getTuple(cgh, eval.impl());\
  }\
};
// tensor reshaping
RESHAPEANDSHUFFOPEXTRACC(TensorReshapingOp, const)
RESHAPEANDSHUFFOPEXTRACC(TensorReshapingOp, )
/// Tensor shuffling
RESHAPEANDSHUFFOPEXTRACC(TensorShufflingOp, const)
RESHAPEANDSHUFFOPEXTRACC(TensorShufflingOp, )
#undef RESHAPEANDSHUFFOPEXTRACC

/// template deduction for \ref ExtractAccessor
template <typename Evaluator>
auto createTupleOfAccessors(cl::sycl::handler& cgh, const Evaluator& eval)
-> decltype(ExtractAccessor<Evaluator>::getTuple(cgh, eval)) {
  return ExtractAccessor<Evaluator>::getTuple(cgh, eval);
}

} /// namespace TensorSycl
} /// namespace internal
} /// namespace Eigen
#endif  // UNSUPPORTED_EIGEN_CXX11_SRC_TENSOR_TENSORSYCL_EXTRACT_ACCESSOR_HPP