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      1 /* Copyright 2017 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 #ifndef TENSORFLOW_CONTRIB_LITE_KERNELS_INTERNAL_OPTIMIZED_EIGEN_TENSOR_REDUCED_INSTANTIATIONS_GOOGLE_H_
     16 #define TENSORFLOW_CONTRIB_LITE_KERNELS_INTERNAL_OPTIMIZED_EIGEN_TENSOR_REDUCED_INSTANTIATIONS_GOOGLE_H_
     17 
     18 #define EIGEN_USE_CUSTOM_THREAD_POOL
     19 #define EIGEN_USE_THREADS
     20 
     21 // clang-format off
     22 
     23 #include <stdint.h>
     24 
     25 #include <cstddef>
     26 #include <cstring>
     27 #include <cmath>
     28 #include <random>
     29 #include <atomic>
     30 #include <condition_variable>  // NOLINT(build/c++11)
     31 #include <mutex>  // NOLINT(build/c++11)
     32 #include <thread>  // NOLINT(build/c++11)
     33 #include <functional>
     34 
     35 #ifdef _WIN32
     36 #include <winbase.h>
     37 #elif defined(__APPLE__)
     38 #include <mach/mach_time.h>
     39 #else
     40 #include <time.h>
     41 #endif
     42 
     43 
     44 // Because some programs may link Eigen in through other frameworks with
     45 // different flags, we can run into multiple definition issues if we don't have
     46 // a private namespace for our versions. This is a nasty hack, but a similar
     47 // approach is used elsewhere to handle the problem, so it should be stable.
     48 #define Eigen EigenForTFLite
     49 
     50 #include "Eigen/src/Core/util/StaticAssert.h"
     51 #include "unsupported/Eigen/CXX11/Core"
     52 #include "unsupported/Eigen/SpecialFunctions"
     53 
     54 #include "Eigen/src/Core/util/DisableStupidWarnings.h"
     55 
     56 #include "Eigen/Core"
     57 
     58 // Beware: the order of the include matters to some compilers. For example
     59 // TensorIndexList.h should be included before TensorDimensions.h in order to
     60 // use index lists to encode tensor dimensions when compiling with llvm.
     61 // We're defining this ourselves rather than using the Eigen Tensor header file
     62 // so that we can alter the macro definition of TENSOR_CONTRACTION_DISPATCH to
     63 // reduce binary size.
     64 #include "unsupported/Eigen/CXX11/src/Tensor/TensorForwardDeclarations.h"
     65 #include "unsupported/Eigen/CXX11/src/Tensor/TensorMeta.h"
     66 #include "unsupported/Eigen/CXX11/src/Tensor/TensorCostModel.h"
     67 #include "unsupported/Eigen/CXX11/src/Tensor/ThreadPoolInterface.h"
     68 #include "unsupported/Eigen/CXX11/src/Tensor/TensorDeviceType.h"
     69 #include "unsupported/Eigen/CXX11/src/Tensor/TensorNonBlockingThreadPool.h"
     70 #include "unsupported/Eigen/CXX11/src/Tensor/TensorIndexList.h"
     71 #include "unsupported/Eigen/CXX11/src/Tensor/TensorDimensionList.h"
     72 #include "unsupported/Eigen/CXX11/src/Tensor/TensorDimensions.h"
     73 #include "unsupported/Eigen/CXX11/src/Tensor/TensorInitializer.h"
     74 #include "unsupported/Eigen/CXX11/src/Tensor/TensorTraits.h"
     75 #include "unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h"
     76 #include "unsupported/Eigen/CXX11/src/Tensor/TensorFunctors.h"
     77 #include "unsupported/Eigen/CXX11/src/Tensor/TensorUInt128.h"
     78 #include "unsupported/Eigen/CXX11/src/Tensor/TensorIntDiv.h"
     79 #include "unsupported/Eigen/CXX11/src/Tensor/TensorBlock.h"
     80 #include "unsupported/Eigen/CXX11/src/Tensor/TensorGlobalFunctions.h"
     81 
     82 #include "unsupported/Eigen/CXX11/src/Tensor/TensorStats.h"
     83 
     84 #include "unsupported/Eigen/CXX11/src/Tensor/TensorBase.h"
     85 
     86 #include "unsupported/Eigen/CXX11/src/Tensor/TensorEvaluator.h"
     87 #include "unsupported/Eigen/CXX11/src/Tensor/TensorExpr.h"
     88 #include "unsupported/Eigen/CXX11/src/Tensor/TensorReduction.h"
     89 #include "unsupported/Eigen/CXX11/src/Tensor/TensorArgMax.h"
     90 
     91 #include "unsupported/Eigen/CXX11/src/Tensor/TensorConcatenation.h"
     92 #include "unsupported/Eigen/CXX11/src/Tensor/TensorContractionMappers.h"
     93 #include "unsupported/Eigen/CXX11/src/Tensor/TensorContractionBlocking.h"
     94 #include "unsupported/Eigen/CXX11/src/Tensor/TensorContraction.h"
     95 #undef TENSOR_CONTRACTION_DISPATCH
     96 #define TENSOR_CONTRACTION_DISPATCH(METHOD, ALIGNMENT, ARGS)    \
     97   if (this->m_lhs_inner_dim_contiguous &&                       \
     98       this->m_rhs_inner_dim_contiguous &&                       \
     99       !this->m_rhs_inner_dim_reordered) {                       \
    100     METHOD<true, true, false, ALIGNMENT> ARGS;                  \
    101   } else {                                                      \
    102     eigen_assert(false && "Unsupported contraction formats");   \
    103   }
    104 
    105 #include "unsupported/Eigen/CXX11/src/Tensor/TensorContractionThreadPool.h"
    106 #include "unsupported/Eigen/CXX11/src/Tensor/TensorContractionCuda.h"
    107 #include "unsupported/Eigen/CXX11/src/Tensor/TensorConversion.h"
    108 #include "unsupported/Eigen/CXX11/src/Tensor/TensorConvolution.h"
    109 #include "unsupported/Eigen/CXX11/src/Tensor/TensorFFT.h"
    110 #include "unsupported/Eigen/CXX11/src/Tensor/TensorPatch.h"
    111 #include "unsupported/Eigen/CXX11/src/Tensor/TensorImagePatch.h"
    112 #include "unsupported/Eigen/CXX11/src/Tensor/TensorVolumePatch.h"
    113 #include "unsupported/Eigen/CXX11/src/Tensor/TensorBroadcasting.h"
    114 #include "unsupported/Eigen/CXX11/src/Tensor/TensorChipping.h"
    115 #include "unsupported/Eigen/CXX11/src/Tensor/TensorInflation.h"
    116 #include "unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h"
    117 #include "unsupported/Eigen/CXX11/src/Tensor/TensorMorphing.h"
    118 #include "unsupported/Eigen/CXX11/src/Tensor/TensorPadding.h"
    119 #include "unsupported/Eigen/CXX11/src/Tensor/TensorReverse.h"
    120 #include "unsupported/Eigen/CXX11/src/Tensor/TensorShuffling.h"
    121 #include "unsupported/Eigen/CXX11/src/Tensor/TensorStriding.h"
    122 #include "unsupported/Eigen/CXX11/src/Tensor/TensorCustomOp.h"
    123 #include "unsupported/Eigen/CXX11/src/Tensor/TensorEvalTo.h"
    124 #include "unsupported/Eigen/CXX11/src/Tensor/TensorForcedEval.h"
    125 #include "unsupported/Eigen/CXX11/src/Tensor/TensorGenerator.h"
    126 #include "unsupported/Eigen/CXX11/src/Tensor/TensorAssign.h"
    127 #include "unsupported/Eigen/CXX11/src/Tensor/TensorScan.h"
    128 
    129 #include "unsupported/Eigen/CXX11/src/Tensor/TensorExecutor.h"
    130 #include "unsupported/Eigen/CXX11/src/Tensor/TensorDevice.h"
    131 
    132 #include "unsupported/Eigen/CXX11/src/Tensor/TensorStorage.h"
    133 #include "unsupported/Eigen/CXX11/src/Tensor/Tensor.h"
    134 #include "unsupported/Eigen/CXX11/src/Tensor/TensorFixedSize.h"
    135 #include "unsupported/Eigen/CXX11/src/Tensor/TensorMap.h"
    136 #include "unsupported/Eigen/CXX11/src/Tensor/TensorRef.h"
    137 
    138 #include "unsupported/Eigen/CXX11/src/Tensor/TensorReductionCuda.h"
    139 
    140 #include "unsupported/Eigen/CXX11/src/Tensor/TensorIO.h"
    141 
    142 #include "Eigen/src/Core/util/ReenableStupidWarnings.h"
    143 #endif  // TENSORFLOW_CONTRIB_LITE_KERNELS_INTERNAL_OPTIMIZED_EIGEN_TENSOR_REDUCED_INSTANTIATIONS_H
    144