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eigen/unsupported/Eigen/CXX11/Tensor

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CXX11/Tensor: add simple initial tensor implementation This commit adds an initial implementation of a class template Tensor that allows for the storage of objects with more than two indices. Currently, only storing data and setting the object to zero for POD data types are implemented.
2013-11-15 05:52:37 +08:00
// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
Added support for patch extraction
2014-10-14 01:04:04 +08:00
// Copyright (C) 2014 Benoit Steiner <benoit.steiner.goog@gmail.com>
C++11/Tensor: Fix copyright headers
2013-11-16 07:03:23 +08:00
// Copyright (C) 2013 Christian Seiler <christian@iwakd.de>
CXX11/Tensor: add simple initial tensor implementation This commit adds an initial implementation of a class template Tensor that allows for the storage of objects with more than two indices. Currently, only storing data and setting the object to zero for POD data types are implemented.
2013-11-15 05:52:37 +08:00
//
// 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/.
Made it possible to refer t oa GPUDevice from code compile with a regular C++ compiler
2015-11-24 02:03:53 +08:00
//#ifndef EIGEN_CXX11_TENSOR_MODULE
//#define EIGEN_CXX11_TENSOR_MODULE
CXX11/Tensor: add simple initial tensor implementation This commit adds an initial implementation of a class template Tensor that allows for the storage of objects with more than two indices. Currently, only storing data and setting the object to zero for POD data types are implemented.
2013-11-15 05:52:37 +08:00
Fix missing inclusion of Eigen/Core
2016-04-28 05:05:40 +08:00
#include "../../../Eigen/Core"
Specialised basic math functions for SYCL device.
2016-11-17 19:47:13 +08:00
#if defined(EIGEN_USE_SYCL)
Removed the sycl include from Eigen/Core and moved it to Unsupported/Eigen/CXX11/Tensor; added TensorReduction for sycl (full reduction and partial reduction); added TensorReduction test case for sycl (full reduction and partial reduction); fixed the tile size on TensorSyclRun.h based on the device max work group size;
2016-11-05 02:18:19 +08:00
#undef min
#undef max
#undef isnan
#undef isinf
#undef isfinite
#include <SYCL/sycl.hpp>
Added missing include
2016-11-20 00:09:54 +08:00
#include <iostream>
Added missing includes
2016-11-06 01:04:42 +08:00
#include <map>
#include <memory>
#include <utility>
Removed the sycl include from Eigen/Core and moved it to Unsupported/Eigen/CXX11/Tensor; added TensorReduction for sycl (full reduction and partial reduction); added TensorReduction test case for sycl (full reduction and partial reduction); fixed the tile size on TensorSyclRun.h based on the device max work group size;
2016-11-05 02:18:19 +08:00
#endif
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include <Eigen/src/Core/util/DisableStupidWarnings.h>
CXX11/Tensor: add simple initial tensor implementation This commit adds an initial implementation of a class template Tensor that allows for the storage of objects with more than two indices. Currently, only storing data and setting the object to zero for POD data types are implemented.
2013-11-15 05:52:37 +08:00
bug #1232: refactor special functions as a new SpecialFunctions module, currently in unsupported/.
2016-07-08 17:13:55 +08:00
#include "../SpecialFunctions"
Refactor the unsupported CXX11/Core module to internal headers only.
2016-04-26 17:20:25 +08:00
#include "src/util/CXX11Meta.h"
#include "src/util/MaxSizeVector.h"
CXX11/Tensor: add simple initial tensor implementation This commit adds an initial implementation of a class template Tensor that allows for the storage of objects with more than two indices. Currently, only storing data and setting the object to zero for POD data types are implemented.
2013-11-15 05:52:37 +08:00
/** \defgroup CXX11_Tensor_Module Tensor Module
*
* This module provides a Tensor class for storing arbitrarily indexed
* objects.
*
* \code
* #include <Eigen/CXX11/Tensor>
* \endcode
*/
Eigen cost model part 1. This implements a basic recursive framework to estimate the cost of evaluating tensor expressions.
2016-04-15 04:57:35 +08:00
#include <cmath>
CXX11/Tensor: add simple initial tensor implementation This commit adds an initial implementation of a class template Tensor that allows for the storage of objects with more than two indices. Currently, only storing data and setting the object to zero for POD data types are implemented.
2013-11-15 05:52:37 +08:00
#include <cstddef>
#include <cstring>
Fixed some compilation error triggered by the tensor code with msvc 2008
2015-12-17 12:45:58 +08:00
#ifdef _WIN32
Manually define int16_t and uint16_t when compiling with Visual Studio
2016-10-09 13:56:32 +08:00
typedef __int16 int16_t;
typedef unsigned __int16 uint16_t;
Fixed some compilation error triggered by the tensor code with msvc 2008
2015-12-17 12:45:58 +08:00
typedef __int32 int32_t;
typedef unsigned __int32 uint32_t;
typedef __int64 int64_t;
typedef unsigned __int64 uint64_t;
Introduce a portable EIGEN_SLEEP macro.
2016-12-10 06:52:15 +08:00
#include <windows.h>
Fixed some compilation error triggered by the tensor code with msvc 2008
2015-12-17 12:45:58 +08:00
#else
Added support for patch extraction
2014-10-14 01:04:04 +08:00
#include <stdint.h>
Introduce a portable EIGEN_SLEEP macro.
2016-12-10 06:52:15 +08:00
#include <unistd.h>
Fixed some compilation error triggered by the tensor code with msvc 2008
2015-12-17 12:45:58 +08:00
#endif
Added support for patch extraction
2014-10-14 01:04:04 +08:00
Made sure to include the <random> header file when compiling with visual studio
2016-03-10 08:03:16 +08:00
#if __cplusplus > 199711 || EIGEN_COMP_MSVC >= 1900
Updated the list of include files
2015-01-15 07:43:38 +08:00
#include <random>
#endif
Added missing include files
2015-05-28 22:57:28 +08:00
#ifdef _WIN32
Fixed some compilation error triggered by the tensor code with msvc 2008
2015-12-17 12:45:58 +08:00
#include <windows.h>
Added missing include files
2015-05-28 22:57:28 +08:00
#elif defined(__APPLE__)
#include <mach/mach_time.h>
#else
#include <time.h>
#endif
Leverage libxsmm kernels within signle threaded contractions
2016-12-22 04:32:06 +08:00
#if defined(EIGEN_USE_LIBXSMM)
#include "libxsmm.h"
#endif
Misc improvements and cleanups
2014-10-14 08:02:09 +08:00
#ifdef EIGEN_USE_THREADS
Prepared the migration to the new non blocking thread pool
2016-04-15 07:16:42 +08:00
#include "ThreadPool"
Misc improvements and cleanups
2014-10-14 08:02:09 +08:00
#endif
Updated the list of include files
2015-01-15 07:43:38 +08:00
#ifdef EIGEN_USE_GPU
include <iostream> in the tensor header since we now use it to better report cuda initialization errors
2016-02-23 05:59:03 +08:00
#include <iostream>
Updated the list of include files
2015-01-15 07:43:38 +08:00
#include <cuda_runtime.h>
Made the initialization of a CUDA device thread safe.
2016-09-27 02:00:32 +08:00
#if __cplusplus >= 201103L
#include <atomic>
#include <unistd.h>
Added support for patch extraction
2014-10-14 01:04:04 +08:00
#endif
Updated the list of include files
2015-01-15 07:43:38 +08:00
#endif
CXX11/Tensor: add simple initial tensor implementation This commit adds an initial implementation of a class template Tensor that allows for the storage of objects with more than two indices. Currently, only storing data and setting the object to zero for POD data types are implemented.
2013-11-15 05:52:37 +08:00
Tightened the definition of isOfNormalIndex to take into account integer types in addition to arrays of indices Only compile the custom index code when EIGEN_HAS_SFINAE is defined. For the time beeing, EIGEN_HAS_SFINAE is a synonym for EIGEN_HAS_VARIADIC_TEMPLATES, but this might evolve in the future. Moved some code around.
2015-10-15 00:31:37 +08:00
#include "src/Tensor/TensorMacros.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorForwardDeclarations.h"
#include "src/Tensor/TensorMeta.h"
Roll back changes to core. Move include of TensorFunctors.h up to satisfy dependence in TensorCostModel.h.
2016-05-18 01:25:19 +08:00
#include "src/Tensor/TensorFunctors.h"
Improvements to parallelFor. Move some scalar functors from TensorFunctors. to Eigen core.
2016-05-13 05:07:22 +08:00
#include "src/Tensor/TensorCostModel.h"
Split TensorDeviceType.h in 3 files to make it more manageable
2015-11-21 09:42:50 +08:00
#include "src/Tensor/TensorDeviceDefault.h"
#include "src/Tensor/TensorDeviceThreadPool.h"
#include "src/Tensor/TensorDeviceCuda.h"
Partial OpenCL support via SYCL compatible with ComputeCpp CE.
2016-09-19 19:44:13 +08:00
#include "src/Tensor/TensorDeviceSycl.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorIndexList.h"
#include "src/Tensor/TensorDimensionList.h"
#include "src/Tensor/TensorDimensions.h"
#include "src/Tensor/TensorInitializer.h"
#include "src/Tensor/TensorTraits.h"
Cleaned up the random number generation code.
2016-10-04 23:38:23 +08:00
#include "src/Tensor/TensorRandom.h"
Added support for 128bit integers on CUDA devices.
2015-11-20 05:57:27 +08:00
#include "src/Tensor/TensorUInt128.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorIntDiv.h"
Add TernaryFunctors and the betainc SpecialFunction. TernaryFunctors and their executors allow operations on 3-tuples of inputs. API fully implemented for Arrays and Tensors based on binary functors. Ported the cephes betainc function (regularized incomplete beta integral) to Eigen, with support for CPU and GPU, floats, doubles, and half types. Added unit tests in array.cpp and cxx11_tensor_cuda.cu Collapsed revision * Merged helper methods for betainc across floats and doubles. * Added TensorGlobalFunctions with betainc(). Removed betainc() from TensorBase. * Clean up CwiseTernaryOp checks, change igamma_helper to cephes_helper. * betainc: merge incbcf and incbd into incbeta_cfe. and more cleanup. * Update TernaryOp and SpecialFunctions (betainc) based on review comments.
2016-06-03 08:04:19 +08:00
#include "src/Tensor/TensorGlobalFunctions.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorBase.h"
#include "src/Tensor/TensorEvaluator.h"
#include "src/Tensor/TensorExpr.h"
#include "src/Tensor/TensorReduction.h"
Code cleanup
2015-11-07 06:54:28 +08:00
#include "src/Tensor/TensorReductionCuda.h"
Added support for argmax/argmin
2015-08-31 23:18:53 +08:00
#include "src/Tensor/TensorArgMax.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorConcatenation.h"
Moved the contraction mapping code to its own file to make the code more manageable.
2016-01-20 09:22:05 +08:00
#include "src/Tensor/TensorContractionMapper.h"
Created a mechanism to enable contraction mappers to determine the best blocking strategy.
2016-01-23 06:37:26 +08:00
#include "src/Tensor/TensorContractionBlocking.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorContraction.h"
#include "src/Tensor/TensorContractionThreadPool.h"
#include "src/Tensor/TensorContractionCuda.h"
#include "src/Tensor/TensorConversion.h"
#include "src/Tensor/TensorConvolution.h"
Added missing glue logic
2015-10-23 07:54:21 +08:00
#include "src/Tensor/TensorFFT.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorPatch.h"
#include "src/Tensor/TensorImagePatch.h"
#include "src/Tensor/TensorVolumePatch.h"
#include "src/Tensor/TensorBroadcasting.h"
#include "src/Tensor/TensorChipping.h"
#include "src/Tensor/TensorInflation.h"
#include "src/Tensor/TensorLayoutSwap.h"
#include "src/Tensor/TensorMorphing.h"
#include "src/Tensor/TensorPadding.h"
#include "src/Tensor/TensorReverse.h"
#include "src/Tensor/TensorShuffling.h"
#include "src/Tensor/TensorStriding.h"
#include "src/Tensor/TensorCustomOp.h"
#include "src/Tensor/TensorEvalTo.h"
#include "src/Tensor/TensorForcedEval.h"
#include "src/Tensor/TensorGenerator.h"
#include "src/Tensor/TensorAssign.h"
Add tensor scan op This is the initial implementation a generic scan operation. Based on this, cumsum and cumprod method have been added to TensorBase.
2016-06-02 20:35:47 +08:00
#include "src/Tensor/TensorScan.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
Removed the sycl include from Eigen/Core and moved it to Unsupported/Eigen/CXX11/Tensor; added TensorReduction for sycl (full reduction and partial reduction); added TensorReduction test case for sycl (full reduction and partial reduction); fixed the tile size on TensorSyclRun.h based on the device max work group size;
2016-11-05 02:18:19 +08:00
#include "src/Tensor/TensorSycl.h"
Use standard include syntax in Tensor module (<> for include-path and "" for relative path)
2015-08-18 20:34:00 +08:00
#include "src/Tensor/TensorExecutor.h"
#include "src/Tensor/TensorDevice.h"
#include "src/Tensor/TensorStorage.h"
#include "src/Tensor/Tensor.h"
#include "src/Tensor/TensorFixedSize.h"
#include "src/Tensor/TensorMap.h"
#include "src/Tensor/TensorRef.h"
#include "src/Tensor/TensorIO.h"
#include <Eigen/src/Core/util/ReenableStupidWarnings.h>
Extended support for Tensors: * Added ability to map a region of the memory to a tensor * Added basic support for unary and binary coefficient wise expressions, such as addition or square root * Provided an emulation layer to make it possible to compile the code with compilers (such as nvcc) that don't support cxx11.
2014-04-29 01:32:27 +08:00
Made it possible to refer t oa GPUDevice from code compile with a regular C++ compiler
2015-11-24 02:03:53 +08:00
//#endif // EIGEN_CXX11_TENSOR_MODULE
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