/*************************************************************************** Copyright (c) 2013, The OpenBLAS Project All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. 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. 3. Neither the name of the OpenBLAS project 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 OPENBLAS PROJECT 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 "common.h" #define FLOAT_V_T vfloat32m8_t #define FLOAT_V_T_M1 vfloat32m1_t #define VLEV_FLOAT RISCV_RVV(vle32_v_f32m8) #define VLSEV_FLOAT RISCV_RVV(vlse32_v_f32m8) #define VSETVL(n) RISCV_RVV(vsetvl_e16m4)(n) #if defined(HFLOAT16) #define IFLOAT_V_T vfloat16m4_t #define VLEV_IFLOAT RISCV_RVV(vle16_v_f16m4) #define VLSEV_IFLOAT RISCV_RVV(vlse16_v_f16m4) #define VFMACCVV_FLOAT(a,b,c,d) RISCV_RVV(vfwmul_vv_f32m8)(b,c,d) #else #define IFLOAT_V_T vbfloat16m4_t #define VLEV_IFLOAT RISCV_RVV(vle16_v_bf16m4) #define VLSEV_IFLOAT RISCV_RVV(vlse16_v_bf16m4) #define VFMACCVV_FLOAT RISCV_RVV(vfwmaccbf16_vv_f32m8) #endif #ifdef RISCV_0p10_INTRINSICS #define VFREDSUM_FLOAT(va, vb, gvl) vfredusum_vs_f32m8_f32m1(v_res, va, vb, gvl) #else #define VFREDSUM_FLOAT RISCV_RVV(vfredusum_vs_f32m8_f32m1) #endif #define VFMVVF_FLOAT RISCV_RVV(vfmv_v_f_f32m8) #define VFMVVF_FLOAT_M1 RISCV_RVV(vfmv_v_f_f32m1) int CNAME(BLASLONG m, BLASLONG n, FLOAT alpha, IFLOAT *a, BLASLONG lda, IFLOAT *x, BLASLONG inc_x, FLOAT beta, FLOAT *y, BLASLONG inc_y) { BLASLONG i = 0, j = 0, k = 0; BLASLONG ix = 0, iy = 0; #if defined(HFLOAT16) _Float16 *a_ptr = (_Float16 *)(a); _Float16 *x_ptr = (_Float16 *)(x); #else __bf16 *a_ptr = (__bf16 *)(a); __bf16 *x_ptr = (__bf16 *)(x); #endif FLOAT temp; IFLOAT_V_T va, vx; #if !defined(HFLOAT16) FLOAT_V_T vz; #endif FLOAT_V_T vr; BLASLONG gvl = 0; FLOAT_V_T_M1 v_res; if (inc_x == 1) { for (i = 0; i < n; i++) { v_res = VFMVVF_FLOAT_M1(0, 1); gvl = VSETVL(m); j = 0; #if !defined(HFLOAT16) vz = VFMVVF_FLOAT(0, gvl); #endif for (k = 0; k < m/gvl; k++) { va = VLEV_IFLOAT(&a_ptr[j], gvl); vx = VLEV_IFLOAT(&x_ptr[j], gvl); vr = VFMACCVV_FLOAT(vz, va, vx, gvl); // could vfmacc here and reduce outside loop v_res = VFREDSUM_FLOAT(vr, v_res, gvl); // but that reordering diverges far enough from scalar path to make tests fail j += gvl; } if (j < m) { gvl = VSETVL(m-j); va = VLEV_IFLOAT(&a_ptr[j], gvl); vx = VLEV_IFLOAT(&x_ptr[j], gvl); vr = VFMACCVV_FLOAT(vz, va, vx, gvl); v_res = VFREDSUM_FLOAT(vr, v_res, gvl); } temp = (FLOAT)EXTRACT_FLOAT(v_res); y[iy] = y[iy] * beta + alpha * temp; iy += inc_y; a_ptr += lda; } } else { BLASLONG stride_x = inc_x * sizeof(IFLOAT); for (i = 0; i < n; i++) { v_res = VFMVVF_FLOAT_M1(0, 1); gvl = VSETVL(m); j = 0; ix = 0; #if !defined(HFLOAT16) vz = VFMVVF_FLOAT(0, gvl); #endif for (k = 0; k < m/gvl; k++) { va = VLEV_IFLOAT(&a_ptr[j], gvl); vx = VLSEV_IFLOAT(&x_ptr[ix], stride_x, gvl); vr = VFMACCVV_FLOAT(vz, va, vx, gvl); v_res = VFREDSUM_FLOAT(vr, v_res, gvl); j += gvl; ix += inc_x * gvl; } if (j < m) { gvl = VSETVL(m-j); va = VLEV_IFLOAT(&a_ptr[j], gvl); vx = VLSEV_IFLOAT(&x_ptr[ix], stride_x, gvl); vr = VFMACCVV_FLOAT(vz, va, vx, gvl); v_res = VFREDSUM_FLOAT(vr, v_res, gvl); } temp = (FLOAT)EXTRACT_FLOAT(v_res); y[iy] = y[iy] * beta + alpha * temp; iy += inc_y; a_ptr += lda; } } return (0); }