TensorContractionBlocking.h
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1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2014 Benoit Steiner <benoit.steiner.goog@gmail.com>
5 //
6 // This Source Code Form is subject to the terms of the Mozilla
7 // Public License v. 2.0. If a copy of the MPL was not distributed
8 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
9 
10 #ifndef EIGEN_CXX11_TENSOR_TENSOR_CONTRACTION_BLOCKING_H
11 #define EIGEN_CXX11_TENSOR_TENSOR_CONTRACTION_BLOCKING_H
12 
13 
14 namespace Eigen {
15 namespace internal {
16 
17 enum {
20 };
21 
22 
23 // Default Blocking Strategy
24 template<typename ResScalar, typename LhsScalar, typename RhsScalar, typename StorageIndex, int ShardingType = ShardByCol>
26  public:
27 
28  /*
29  adding EIGEN_DEVICE_FUNC unconditionally to 'TensorContractionBlocking' constructor in `TensorContractionBlocking.h`
30  requires adding EIGEN_DEVICE_FUNC to `computeProductBlockingSizes` in `GeneralBlockPanelKernel.h`
31  which in turn, requires adding EIGEN_DEVICE_FUNC to `evaluateProductBlockingSizesHeuristic` in `GeneralBlockPanelKernel.h`
32  which in turn, requires adding EIGEN_DEVICE_FUNC to `manage_caching_sizes` in `GeneralBlockPanelKernel.h`
33  (else HIPCC will error out)
34 
35  However adding EIGEN_DEVICE_FUNC to `manage_caching_sizes` in `GeneralBlockPanelKernel.h`
36  results in NVCC erroring out with the following error
37 
38  ../Eigen/src/Core/products/GeneralBlockPanelKernel.h(57): error #2901:
39  dynamic initialization is not supported for function-scope static variables within a __device__/__global__ function
40  */
41 
42  #if !defined(EIGEN_HIPCC)
44  #endif
45  TensorContractionBlocking(StorageIndex k, StorageIndex m, StorageIndex n, StorageIndex num_threads = 1) :
46  kc_(k), mc_(m), nc_(n)
47  {
48  if (ShardingType == ShardByCol) {
49  computeProductBlockingSizes<LhsScalar, RhsScalar, 1>(kc_, mc_, nc_, num_threads);
50  }
51  else {
52  computeProductBlockingSizes<LhsScalar, RhsScalar, 1>(kc_, nc_, mc_, num_threads);
53  }
54 
55  const int rhs_packet_size = internal::packet_traits<RhsScalar>::size;
56  kc_ = (rhs_packet_size <= 8 || kc_ <= rhs_packet_size) ?
57  kc_ : (kc_ / rhs_packet_size) * rhs_packet_size;
58  }
59 
60  EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE StorageIndex kc() const { return kc_; }
61  EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE StorageIndex mc() const { return mc_; }
62  EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE StorageIndex nc() const { return nc_; }
63 
64  private:
65  StorageIndex kc_;
66  StorageIndex mc_;
67  StorageIndex nc_;
68 };
69 
70 } // end namespace internal
71 } // end namespace Eigen
72 
73 #endif // EIGEN_CXX11_TENSOR_TENSOR_CONTRACTION_BLOCKING_H
EIGEN_DEVICE_FUNC
#define EIGEN_DEVICE_FUNC
Definition: Macros.h:976
Eigen::internal::TensorContractionBlocking::TensorContractionBlocking
EIGEN_DEVICE_FUNC TensorContractionBlocking(StorageIndex k, StorageIndex m, StorageIndex n, StorageIndex num_threads=1)
Definition: TensorContractionBlocking.h:45
Eigen
Namespace containing all symbols from the Eigen library.
Definition: jet.h:637
Eigen::internal::TensorContractionBlocking::nc_
StorageIndex nc_
Definition: TensorContractionBlocking.h:67
Eigen::internal::packet_traits
Definition: GenericPacketMath.h:106
Eigen::internal::TensorContractionBlocking::kc_
StorageIndex kc_
Definition: TensorContractionBlocking.h:65
Eigen::internal::TensorContractionBlocking::mc
EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE StorageIndex mc() const
Definition: TensorContractionBlocking.h:61
n
int n
Definition: BiCGSTAB_simple.cpp:1
Eigen::internal::TensorContractionBlocking::kc
EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE StorageIndex kc() const
Definition: TensorContractionBlocking.h:60
Eigen::internal::ShardByRow
@ ShardByRow
Definition: TensorContractionBlocking.h:18
Eigen::internal::TensorContractionBlocking
Definition: TensorContractionBlocking.h:25
Eigen::internal::ShardByCol
@ ShardByCol
Definition: TensorContractionBlocking.h:19
Eigen::internal::TensorContractionBlocking::mc_
StorageIndex mc_
Definition: TensorContractionBlocking.h:66
m
Matrix3f m
Definition: AngleAxis_mimic_euler.cpp:1
EIGEN_ALWAYS_INLINE
#define EIGEN_ALWAYS_INLINE
Definition: Macros.h:932
Eigen::internal::TensorContractionBlocking::nc
EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE StorageIndex nc() const
Definition: TensorContractionBlocking.h:62
internal
Definition: BandTriangularSolver.h:13


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autogenerated on Fri Nov 1 2024 03:37:20