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remove the 1D and 2D parallelizer, keep only the GEMM specialized one
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@ -273,11 +273,9 @@ class GeneralProduct<Lhs, Rhs, GemmProduct>
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(Dest::Flags&RowMajorBit) ? RowMajor : ColMajor>,
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_ActualLhsType,
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_ActualRhsType,
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Dest> Functor;
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Dest> GemmFunctor;
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// ei_run_parallel_1d<true>(Functor(lhs, rhs, dst, actualAlpha), this->rows());
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// ei_run_parallel_2d<true>(Functor(lhs, rhs, dst, actualAlpha), this->rows(), this->cols());
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ei_run_parallel_gemm<true>(Functor(lhs, rhs, dst, actualAlpha), this->rows(), this->cols());
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ei_parallelize_gemm<Dest::MaxRowsAtCompileTime>32>(GemmFunctor(lhs, rhs, dst, actualAlpha), this->rows(), this->cols());
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}
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};
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@ -25,71 +25,6 @@
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#ifndef EIGEN_PARALLELIZER_H
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#define EIGEN_PARALLELIZER_H
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template<bool Parallelize,typename Functor>
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void ei_run_parallel_1d(const Functor& func, int size)
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{
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#ifndef EIGEN_HAS_OPENMP
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func(0,size);
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#else
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if(!Parallelize)
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return func(0,size);
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int threads = omp_get_num_procs();
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int blockSize = size / threads;
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#pragma omp parallel for schedule(static,1)
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for(int i=0; i<threads; ++i)
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{
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int blockStart = i*blockSize;
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int actualBlockSize = std::min(blockSize, size - blockStart);
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func(blockStart, actualBlockSize);
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}
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#endif
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}
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template<bool Parallelize,typename Functor>
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void ei_run_parallel_2d(const Functor& func, int size1, int size2)
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{
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#ifndef EIGEN_HAS_OPENMP
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func(0,size1, 0,size2);
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#else
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int threads = omp_get_max_threads();
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if((!Parallelize)||(threads==1))
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return func(0,size1, 0,size2);
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// 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16
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static const int divide1[17] = { 0, 1, 2, 3, 2, 5, 3, 7, 4, 3, 5, 1, 4, 1, 7, 5, 4};
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static const int divide2[17] = { 0, 1, 1, 1, 2, 1, 2, 1, 2, 3, 2, 11, 3, 13, 2, 3, 4};
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ei_assert(threads<=16 && "too many threads !");
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int blockSize1 = size1 / divide1[threads];
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int blockSize2 = size2 / divide2[threads];
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Matrix<int,4,Dynamic> ranges(4,threads);
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int k = 0;
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for(int i1=0; i1<divide1[threads]; ++i1)
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{
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int blockStart1 = i1*blockSize1;
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int actualBlockSize1 = std::min(blockSize1, size1 - blockStart1);
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for(int i2=0; i2<divide2[threads]; ++i2)
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{
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int blockStart2 = i2*blockSize2;
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int actualBlockSize2 = std::min(blockSize2, size2 - blockStart2);
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ranges.col(k++) << blockStart1, actualBlockSize1, blockStart2, actualBlockSize2;
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}
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}
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#pragma omp parallel for schedule(static,1)
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for(int i=0; i<threads; ++i)
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{
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func(ranges.col(i)[0],ranges.col(i)[1],ranges.col(i)[2],ranges.col(i)[3]);
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}
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#endif
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}
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struct GemmParallelInfo
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{
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GemmParallelInfo() : sync(-1), users(0) {}
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@ -102,18 +37,17 @@ struct GemmParallelInfo
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float* blockB;
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};
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template<bool Parallelize,typename Functor>
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void ei_run_parallel_gemm(const Functor& func, int rows, int cols)
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template<bool Condition,typename Functor>
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void ei_parallelize_gemm(const Functor& func, int rows, int cols)
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{
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#ifndef EIGEN_HAS_OPENMP
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func(0,rows, 0,cols);
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#else
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int threads = omp_get_max_threads();
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if((!Parallelize)||(threads==1))
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if((!Condition)||(threads==1))
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return func(0,rows, 0,cols);
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int blockCols = (cols / threads) & ~0x3;
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int blockRows = (rows / threads) & ~0x7;
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