/* BLIS An object-based framework for developing high-performance BLAS-like libraries. Copyright (C) 2016 - 2019, Advanced Micro Devices, Inc. Copyright (C) 2018, The University of Texas at Austin Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: - Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. - Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. - Neither the name(s) of the copyright holder(s) nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. */ #include "immintrin.h" #include "blis.h" /* Union data structure to access AVX registers One 256-bit AVX register holds 8 SP elements. */ typedef union { __m256 v; float f[8] __attribute__((aligned(64))); } v8sf_t; /* Union data structure to access AVX registers * One 256-bit AVX register holds 4 DP elements. */ typedef union { __m256d v; double d[4] __attribute__((aligned(64))); } v4df_t; // ----------------------------------------------------------------------------- void bli_saxpyv_zen_int10 ( conj_t conjx, dim_t n, const void* alpha0, const void* x0, inc_t incx, void* y0, inc_t incy, const cntx_t* cntx ) { const float* alpha = alpha0; const float* x = x0; float* y = y0; const dim_t n_elem_per_reg = 8; dim_t i; __m256 alphav; __m256 xv[10]; __m256 yv[10]; __m256 zv[10]; // If the vector dimension is zero, or if alpha is zero, return early. if ( bli_zero_dim1( n ) || PASTEMAC(s,eq0)( *alpha ) ) return; // Initialize local pointers. const float* restrict xp = x; float* restrict yp = y; if ( incx == 1 && incy == 1 ) { // Broadcast the alpha scalar to all elements of a vector register. alphav = _mm256_broadcast_ss( alpha ); for ( i = 0; (i + 79) < n; i += 80 ) { // 80 elements will be processed per loop; 10 FMAs will run per loop. xv[0] = _mm256_loadu_ps( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_ps( xp + 1*n_elem_per_reg ); xv[2] = _mm256_loadu_ps( xp + 2*n_elem_per_reg ); xv[3] = _mm256_loadu_ps( xp + 3*n_elem_per_reg ); xv[4] = _mm256_loadu_ps( xp + 4*n_elem_per_reg ); xv[5] = _mm256_loadu_ps( xp + 5*n_elem_per_reg ); xv[6] = _mm256_loadu_ps( xp + 6*n_elem_per_reg ); xv[7] = _mm256_loadu_ps( xp + 7*n_elem_per_reg ); xv[8] = _mm256_loadu_ps( xp + 8*n_elem_per_reg ); xv[9] = _mm256_loadu_ps( xp + 9*n_elem_per_reg ); yv[0] = _mm256_loadu_ps( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_ps( yp + 1*n_elem_per_reg ); yv[2] = _mm256_loadu_ps( yp + 2*n_elem_per_reg ); yv[3] = _mm256_loadu_ps( yp + 3*n_elem_per_reg ); yv[4] = _mm256_loadu_ps( yp + 4*n_elem_per_reg ); yv[5] = _mm256_loadu_ps( yp + 5*n_elem_per_reg ); yv[6] = _mm256_loadu_ps( yp + 6*n_elem_per_reg ); yv[7] = _mm256_loadu_ps( yp + 7*n_elem_per_reg ); yv[8] = _mm256_loadu_ps( yp + 8*n_elem_per_reg ); yv[9] = _mm256_loadu_ps( yp + 9*n_elem_per_reg ); zv[0] = _mm256_fmadd_ps( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_ps( xv[1], alphav, yv[1] ); zv[2] = _mm256_fmadd_ps( xv[2], alphav, yv[2] ); zv[3] = _mm256_fmadd_ps( xv[3], alphav, yv[3] ); zv[4] = _mm256_fmadd_ps( xv[4], alphav, yv[4] ); zv[5] = _mm256_fmadd_ps( xv[5], alphav, yv[5] ); zv[6] = _mm256_fmadd_ps( xv[6], alphav, yv[6] ); zv[7] = _mm256_fmadd_ps( xv[7], alphav, yv[7] ); zv[8] = _mm256_fmadd_ps( xv[8], alphav, yv[8] ); zv[9] = _mm256_fmadd_ps( xv[9], alphav, yv[9] ); _mm256_storeu_ps( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_ps( (yp + 1*n_elem_per_reg), zv[1] ); _mm256_storeu_ps( (yp + 2*n_elem_per_reg), zv[2] ); _mm256_storeu_ps( (yp + 3*n_elem_per_reg), zv[3] ); _mm256_storeu_ps( (yp + 4*n_elem_per_reg), zv[4] ); _mm256_storeu_ps( (yp + 5*n_elem_per_reg), zv[5] ); _mm256_storeu_ps( (yp + 6*n_elem_per_reg), zv[6] ); _mm256_storeu_ps( (yp + 7*n_elem_per_reg), zv[7] ); _mm256_storeu_ps( (yp + 8*n_elem_per_reg), zv[8] ); _mm256_storeu_ps( (yp + 9*n_elem_per_reg), zv[9] ); xp += 10*n_elem_per_reg; yp += 10*n_elem_per_reg; } for ( ; (i + 39) < n; i += 40 ) { xv[0] = _mm256_loadu_ps( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_ps( xp + 1*n_elem_per_reg ); xv[2] = _mm256_loadu_ps( xp + 2*n_elem_per_reg ); xv[3] = _mm256_loadu_ps( xp + 3*n_elem_per_reg ); xv[4] = _mm256_loadu_ps( xp + 4*n_elem_per_reg ); yv[0] = _mm256_loadu_ps( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_ps( yp + 1*n_elem_per_reg ); yv[2] = _mm256_loadu_ps( yp + 2*n_elem_per_reg ); yv[3] = _mm256_loadu_ps( yp + 3*n_elem_per_reg ); yv[4] = _mm256_loadu_ps( yp + 4*n_elem_per_reg ); zv[0] = _mm256_fmadd_ps( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_ps( xv[1], alphav, yv[1] ); zv[2] = _mm256_fmadd_ps( xv[2], alphav, yv[2] ); zv[3] = _mm256_fmadd_ps( xv[3], alphav, yv[3] ); zv[4] = _mm256_fmadd_ps( xv[4], alphav, yv[4] ); _mm256_storeu_ps( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_ps( (yp + 1*n_elem_per_reg), zv[1] ); _mm256_storeu_ps( (yp + 2*n_elem_per_reg), zv[2] ); _mm256_storeu_ps( (yp + 3*n_elem_per_reg), zv[3] ); _mm256_storeu_ps( (yp + 4*n_elem_per_reg), zv[4] ); xp += 5*n_elem_per_reg; yp += 5*n_elem_per_reg; } for ( ; (i + 31) < n; i += 32 ) { xv[0] = _mm256_loadu_ps( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_ps( xp + 1*n_elem_per_reg ); xv[2] = _mm256_loadu_ps( xp + 2*n_elem_per_reg ); xv[3] = _mm256_loadu_ps( xp + 3*n_elem_per_reg ); yv[0] = _mm256_loadu_ps( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_ps( yp + 1*n_elem_per_reg ); yv[2] = _mm256_loadu_ps( yp + 2*n_elem_per_reg ); yv[3] = _mm256_loadu_ps( yp + 3*n_elem_per_reg ); zv[0] = _mm256_fmadd_ps( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_ps( xv[1], alphav, yv[1] ); zv[2] = _mm256_fmadd_ps( xv[2], alphav, yv[2] ); zv[3] = _mm256_fmadd_ps( xv[3], alphav, yv[3] ); _mm256_storeu_ps( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_ps( (yp + 1*n_elem_per_reg), zv[1] ); _mm256_storeu_ps( (yp + 2*n_elem_per_reg), zv[2] ); _mm256_storeu_ps( (yp + 3*n_elem_per_reg), zv[3] ); xp += 4*n_elem_per_reg; yp += 4*n_elem_per_reg; } for ( ; (i + 15) < n; i += 16 ) { xv[0] = _mm256_loadu_ps( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_ps( xp + 1*n_elem_per_reg ); yv[0] = _mm256_loadu_ps( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_ps( yp + 1*n_elem_per_reg ); zv[0] = _mm256_fmadd_ps( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_ps( xv[1], alphav, yv[1] ); _mm256_storeu_ps( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_ps( (yp + 1*n_elem_per_reg), zv[1] ); xp += 2*n_elem_per_reg; yp += 2*n_elem_per_reg; } for ( ; (i + 7) < n; i += 8 ) { xv[0] = _mm256_loadu_ps( xp + 0*n_elem_per_reg ); yv[0] = _mm256_loadu_ps( yp + 0*n_elem_per_reg ); zv[0] = _mm256_fmadd_ps( xv[0], alphav, yv[0] ); _mm256_storeu_ps( (yp + 0*n_elem_per_reg), zv[0] ); xp += 1*n_elem_per_reg; yp += 1*n_elem_per_reg; } // Issue vzeroupper instruction to clear upper lanes of ymm registers. // This avoids a performance penalty caused by false dependencies when // transitioning from from AVX to SSE instructions (which may occur // as soon as the n_left cleanup loop below if BLIS is compiled with // -mfpmath=sse). _mm256_zeroupper(); for ( ; (i + 0) < n; i += 1 ) { *yp += (*alpha) * (*xp); xp += 1; yp += 1; } } else { const float alphac = *alpha; for ( i = 0; i < n; ++i ) { const float xpc = *xp; *yp += alphac * xpc; xp += incx; yp += incy; } } } // ----------------------------------------------------------------------------- void bli_daxpyv_zen_int10 ( conj_t conjx, dim_t n, const void* alpha0, const void* x0, inc_t incx, void* y0, inc_t incy, const cntx_t* cntx ) { const double* alpha = alpha0; const double* x = x0; double* y = y0; const dim_t n_elem_per_reg = 4; dim_t i; __m256d alphav; __m256d xv[10]; __m256d yv[10]; __m256d zv[10]; // If the vector dimension is zero, or if alpha is zero, return early. if ( bli_zero_dim1( n ) || PASTEMAC(d,eq0)( *alpha ) ) return; // Initialize local pointers. const double* restrict xp = x; double* restrict yp = y; if ( incx == 1 && incy == 1 ) { // Broadcast the alpha scalar to all elements of a vector register. alphav = _mm256_broadcast_sd( alpha ); for ( i = 0; (i + 39) < n; i += 40 ) { // 40 elements will be processed per loop; 10 FMAs will run per loop. xv[0] = _mm256_loadu_pd( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_pd( xp + 1*n_elem_per_reg ); xv[2] = _mm256_loadu_pd( xp + 2*n_elem_per_reg ); xv[3] = _mm256_loadu_pd( xp + 3*n_elem_per_reg ); xv[4] = _mm256_loadu_pd( xp + 4*n_elem_per_reg ); xv[5] = _mm256_loadu_pd( xp + 5*n_elem_per_reg ); xv[6] = _mm256_loadu_pd( xp + 6*n_elem_per_reg ); xv[7] = _mm256_loadu_pd( xp + 7*n_elem_per_reg ); xv[8] = _mm256_loadu_pd( xp + 8*n_elem_per_reg ); xv[9] = _mm256_loadu_pd( xp + 9*n_elem_per_reg ); yv[0] = _mm256_loadu_pd( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_pd( yp + 1*n_elem_per_reg ); yv[2] = _mm256_loadu_pd( yp + 2*n_elem_per_reg ); yv[3] = _mm256_loadu_pd( yp + 3*n_elem_per_reg ); yv[4] = _mm256_loadu_pd( yp + 4*n_elem_per_reg ); yv[5] = _mm256_loadu_pd( yp + 5*n_elem_per_reg ); yv[6] = _mm256_loadu_pd( yp + 6*n_elem_per_reg ); yv[7] = _mm256_loadu_pd( yp + 7*n_elem_per_reg ); yv[8] = _mm256_loadu_pd( yp + 8*n_elem_per_reg ); yv[9] = _mm256_loadu_pd( yp + 9*n_elem_per_reg ); zv[0] = _mm256_fmadd_pd( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_pd( xv[1], alphav, yv[1] ); zv[2] = _mm256_fmadd_pd( xv[2], alphav, yv[2] ); zv[3] = _mm256_fmadd_pd( xv[3], alphav, yv[3] ); zv[4] = _mm256_fmadd_pd( xv[4], alphav, yv[4] ); zv[5] = _mm256_fmadd_pd( xv[5], alphav, yv[5] ); zv[6] = _mm256_fmadd_pd( xv[6], alphav, yv[6] ); zv[7] = _mm256_fmadd_pd( xv[7], alphav, yv[7] ); zv[8] = _mm256_fmadd_pd( xv[8], alphav, yv[8] ); zv[9] = _mm256_fmadd_pd( xv[9], alphav, yv[9] ); _mm256_storeu_pd( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_pd( (yp + 1*n_elem_per_reg), zv[1] ); _mm256_storeu_pd( (yp + 2*n_elem_per_reg), zv[2] ); _mm256_storeu_pd( (yp + 3*n_elem_per_reg), zv[3] ); _mm256_storeu_pd( (yp + 4*n_elem_per_reg), zv[4] ); _mm256_storeu_pd( (yp + 5*n_elem_per_reg), zv[5] ); _mm256_storeu_pd( (yp + 6*n_elem_per_reg), zv[6] ); _mm256_storeu_pd( (yp + 7*n_elem_per_reg), zv[7] ); _mm256_storeu_pd( (yp + 8*n_elem_per_reg), zv[8] ); _mm256_storeu_pd( (yp + 9*n_elem_per_reg), zv[9] ); xp += 10*n_elem_per_reg; yp += 10*n_elem_per_reg; } for ( ; (i + 19) < n; i += 20 ) { xv[0] = _mm256_loadu_pd( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_pd( xp + 1*n_elem_per_reg ); xv[2] = _mm256_loadu_pd( xp + 2*n_elem_per_reg ); xv[3] = _mm256_loadu_pd( xp + 3*n_elem_per_reg ); xv[4] = _mm256_loadu_pd( xp + 4*n_elem_per_reg ); yv[0] = _mm256_loadu_pd( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_pd( yp + 1*n_elem_per_reg ); yv[2] = _mm256_loadu_pd( yp + 2*n_elem_per_reg ); yv[3] = _mm256_loadu_pd( yp + 3*n_elem_per_reg ); yv[4] = _mm256_loadu_pd( yp + 4*n_elem_per_reg ); zv[0] = _mm256_fmadd_pd( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_pd( xv[1], alphav, yv[1] ); zv[2] = _mm256_fmadd_pd( xv[2], alphav, yv[2] ); zv[3] = _mm256_fmadd_pd( xv[3], alphav, yv[3] ); zv[4] = _mm256_fmadd_pd( xv[4], alphav, yv[4] ); _mm256_storeu_pd( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_pd( (yp + 1*n_elem_per_reg), zv[1] ); _mm256_storeu_pd( (yp + 2*n_elem_per_reg), zv[2] ); _mm256_storeu_pd( (yp + 3*n_elem_per_reg), zv[3] ); _mm256_storeu_pd( (yp + 4*n_elem_per_reg), zv[4] ); xp += 5*n_elem_per_reg; yp += 5*n_elem_per_reg; } for ( ; (i + 15) < n; i += 16 ) { xv[0] = _mm256_loadu_pd( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_pd( xp + 1*n_elem_per_reg ); xv[2] = _mm256_loadu_pd( xp + 2*n_elem_per_reg ); xv[3] = _mm256_loadu_pd( xp + 3*n_elem_per_reg ); yv[0] = _mm256_loadu_pd( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_pd( yp + 1*n_elem_per_reg ); yv[2] = _mm256_loadu_pd( yp + 2*n_elem_per_reg ); yv[3] = _mm256_loadu_pd( yp + 3*n_elem_per_reg ); zv[0] = _mm256_fmadd_pd( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_pd( xv[1], alphav, yv[1] ); zv[2] = _mm256_fmadd_pd( xv[2], alphav, yv[2] ); zv[3] = _mm256_fmadd_pd( xv[3], alphav, yv[3] ); _mm256_storeu_pd( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_pd( (yp + 1*n_elem_per_reg), zv[1] ); _mm256_storeu_pd( (yp + 2*n_elem_per_reg), zv[2] ); _mm256_storeu_pd( (yp + 3*n_elem_per_reg), zv[3] ); xp += 4*n_elem_per_reg; yp += 4*n_elem_per_reg; } for ( ; i + 7 < n; i += 8 ) { xv[0] = _mm256_loadu_pd( xp + 0*n_elem_per_reg ); xv[1] = _mm256_loadu_pd( xp + 1*n_elem_per_reg ); yv[0] = _mm256_loadu_pd( yp + 0*n_elem_per_reg ); yv[1] = _mm256_loadu_pd( yp + 1*n_elem_per_reg ); zv[0] = _mm256_fmadd_pd( xv[0], alphav, yv[0] ); zv[1] = _mm256_fmadd_pd( xv[1], alphav, yv[1] ); _mm256_storeu_pd( (yp + 0*n_elem_per_reg), zv[0] ); _mm256_storeu_pd( (yp + 1*n_elem_per_reg), zv[1] ); xp += 2*n_elem_per_reg; yp += 2*n_elem_per_reg; } for ( ; i + 3 < n; i += 4 ) { xv[0] = _mm256_loadu_pd( xp + 0*n_elem_per_reg ); yv[0] = _mm256_loadu_pd( yp + 0*n_elem_per_reg ); zv[0] = _mm256_fmadd_pd( xv[0], alphav, yv[0] ); _mm256_storeu_pd( (yp + 0*n_elem_per_reg), zv[0] ); xp += 1*n_elem_per_reg; yp += 1*n_elem_per_reg; } // Issue vzeroupper instruction to clear upper lanes of ymm registers. // This avoids a performance penalty caused by false dependencies when // transitioning from from AVX to SSE instructions (which may occur // as soon as the n_left cleanup loop below if BLIS is compiled with // -mfpmath=sse). _mm256_zeroupper(); for ( ; i < n; i += 1 ) { *yp += (*alpha) * (*xp); yp += 1; xp += 1; } } else { const double alphac = *alpha; for ( i = 0; i < n; ++i ) { const double xpc = *xp; *yp += alphac * xpc; xp += incx; yp += incy; } } }