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/** |
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* HMLP (High-Performance Machine Learning Primitives) |
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* |
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* Copyright (C) 2014-2017, The University of Texas at Austin |
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* |
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* This program is free software: you can redistribute it and/or modify |
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* it under the terms of the GNU General Public License as published by |
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* the Free Software Foundation, either version 3 of the License, or |
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* (at your option) any later version. |
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* |
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* This program is distributed in the hope that it will be useful, |
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* but WITHOUT ANY WARRANTY; without even the implied warranty of |
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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* GNU General Public License for more details. |
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* |
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* You should have received a copy of the GNU General Public License |
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* along with this program. If not, see the LICENSE file. |
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* |
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**/ |
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/** GSKS templates */ |
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#include <primitives/gsks.hpp> |
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/** reference kernels */ |
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#include <gsks_ref_mrxnr.hpp> |
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/** Haswell kernels */ |
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#include <rank_k_d8x6.hpp> |
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//#include <gsks_d8x6.hpp> |
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using namespace hmlp; |
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void gsks |
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( |
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kernel_s<float, float> *kernel, |
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int m, int n, int k, |
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float *u, int *umap, |
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float *A, float *A2, int *amap, |
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float *B, float *B2, int *bmap, |
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float *w, int *wmap |
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) |
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{ |
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printf( "gsks() in single precision is not implemented yet\n" ); |
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exit( 1 ); |
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}; |
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void gsks |
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( |
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kernel_s<double, double> *kernel, |
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int m, int n, int k, |
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double *u, int *umap, |
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double *A, double *A2, int *amap, |
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double *B, double *B2, int *bmap, |
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double *w, int *wmap |
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) |
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{ |
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switch ( kernel->type ) |
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{ |
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case GAUSSIAN: |
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{ |
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/** kernel instances */ |
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// rank_k_asm_d8x6 semiringkernel; |
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// gsks_gaussian_int_d8x6 microkernel; |
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// |
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// gsks::gsks< |
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// /** MC, NC, KC, MR, NR */ |
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// 72, 960, 256, 8, 6, |
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// /** PACK_MC, PACK_NC, PACK_MR, PACK_NR, SIMD_SIZE */ |
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// 72, 960, 8, 6, 32, |
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// /** USE_L2NORM, USE_VAR_BANDWIDTH, USE_STRASSEN */ |
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// true, false, false, |
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// rank_k_asm_d8x6, gsks_gaussian_int_d8x6, |
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// double, double, double, double> |
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// ( |
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// kernel, |
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// m, n, k, |
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// u, umap, |
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// A, A2, amap, |
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// B, B2, bmap, |
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// w, wmap, |
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// semiringkernel, microkernel |
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// ); |
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break; |
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} |
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case GAUSSIAN_VAR_BANDWIDTH: |
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{ |
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break; |
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} |
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case POLYNOMIAL: |
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{ |
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// rank_k_asm_d8x6 semiringkernel; |
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// gsks_polynomial_int_d8x6 microkernel; |
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// |
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// gsks::gsks< |
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// 72, 960, 256, 8, 6, |
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// 72, 960, 8, 6, 32, |
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// true, false, false, |
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// rank_k_asm_d8x6, gsks_polynomial_int_d8x6, |
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// double, double, double, double> |
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// ( |
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// kernel, |
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// m, n, k, |
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// u, umap, |
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// A, A2, amap, |
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// B, B2, bmap, |
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// w, wmap, |
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// semiringkernel, microkernel |
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// ); |
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break; |
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} |
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case LAPLACE: |
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break; |
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case TANH: |
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break; |
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case QUARTIC: |
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break; |
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case MULTIQUADRATIC: |
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break; |
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case EPANECHNIKOV: |
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break; |
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default: |
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exit( 1 ); |
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} |
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}; |
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void dgsks_ref |
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( |
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kernel_s<double, double> *kernel, |
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int m, int n, int k, |
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double *u, int *umap, |
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double *A, double *A2, int *amap, |
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double *B, double *B2, int *bmap, |
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double *w, int *wmap |
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) |
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{ |
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gsks::gsks_ref<double> |
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( |
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kernel, |
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m, n, k, |
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u, umap, |
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A, A2, amap, |
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B, B2, bmap, |
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w, wmap |
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); |
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} |