| @@ -189,12 +189,11 @@ ZGEMMONCOPYOBJ = zgemm_oncopy$(TSUFFIX).$(SUFFIX) | |||||
| ZGEMMOTCOPYOBJ = zgemm_otcopy$(TSUFFIX).$(SUFFIX) | ZGEMMOTCOPYOBJ = zgemm_otcopy$(TSUFFIX).$(SUFFIX) | ||||
| SBGEMM_BETA = sbgemm_beta_neoversen2.c | SBGEMM_BETA = sbgemm_beta_neoversen2.c | ||||
| # SBGEMMKERNEL = sbgemm_kernel_$(SBGEMM_UNROLL_M)x$(SBGEMM_UNROLL_N)_neoversen2.c | |||||
| SBGEMMKERNEL = sbgemm_kernel_neoversen2_newbf16.c | |||||
| SBGEMMINCOPY = sbgemm_ncopy_4_neoversen2.c | |||||
| SBGEMMITCOPY = sbgemm_tcopy_8_neoversen2.c | |||||
| SBGEMMONCOPY = sbgemm_ncopy_4_neoversen2.c | |||||
| SBGEMMOTCOPY = sbgemm_tcopy_8_neoversen2.c | |||||
| SBGEMMKERNEL = sbgemm_kernel_$(SBGEMM_UNROLL_M)x$(SBGEMM_UNROLL_N)_neoversen2.c | |||||
| SBGEMMINCOPY = sbgemm_ncopy_$(SBGEMM_UNROLL_N)_neoversen2.c | |||||
| SBGEMMITCOPY = sbgemm_tcopy_$(SBGEMM_UNROLL_M)_neoversen2.c | |||||
| SBGEMMONCOPY = sbgemm_ncopy_$(SBGEMM_UNROLL_N)_neoversen2.c | |||||
| SBGEMMOTCOPY = sbgemm_tcopy_$(SBGEMM_UNROLL_M)_neoversen2.c | |||||
| SBGEMMINCOPYOBJ = sbgemm_incopy$(TSUFFIX).$(SUFFIX) | SBGEMMINCOPYOBJ = sbgemm_incopy$(TSUFFIX).$(SUFFIX) | ||||
| SBGEMMITCOPYOBJ = sbgemm_itcopy$(TSUFFIX).$(SUFFIX) | SBGEMMITCOPYOBJ = sbgemm_itcopy$(TSUFFIX).$(SUFFIX) | ||||
| SBGEMMONCOPYOBJ = sbgemm_oncopy$(TSUFFIX).$(SUFFIX) | SBGEMMONCOPYOBJ = sbgemm_oncopy$(TSUFFIX).$(SUFFIX) | ||||
| @@ -37,9 +37,9 @@ | |||||
| int CNAME(BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha, IFLOAT *A, IFLOAT *B, | int CNAME(BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha, IFLOAT *A, IFLOAT *B, | ||||
| FLOAT *C, BLASLONG ldc) { | FLOAT *C, BLASLONG ldc) { | ||||
| if (alpha == 1.0f) | |||||
| return sbgemm_kernel_neoversen2_alpha_one(m, n, k, alpha, A, B, C, ldc); | |||||
| else | |||||
| return sbgemm_kernel_neoversen2_alpha(m, n, k, alpha, A, B, C, ldc); | |||||
| return 0; | |||||
| if (alpha == 1.0f) | |||||
| return sbgemm_kernel_neoversen2_alpha_one(m, n, k, alpha, A, B, C, ldc); | |||||
| else | |||||
| return sbgemm_kernel_neoversen2_alpha(m, n, k, alpha, A, B, C, ldc); | |||||
| return 0; | |||||
| } | } | ||||
| @@ -1,467 +0,0 @@ | |||||
| /*************************************************************************** | |||||
| * Copyright (c) 2022, 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 <arm_sve.h> | |||||
| #include "common.h" | |||||
| #define LOAD_C(M, N) mc##M##N = svdup_f32(0); | |||||
| #define MATMUL(M, N) mc##M##N = svbfmmla(mc##M##N, ma##M, mb##N); | |||||
| #define LOAD_C_8x4 \ | |||||
| do { \ | |||||
| LOAD_C(0, 0); \ | |||||
| LOAD_C(0, 1); \ | |||||
| LOAD_C(1, 0); \ | |||||
| LOAD_C(1, 1); \ | |||||
| LOAD_C(2, 0); \ | |||||
| LOAD_C(2, 1); \ | |||||
| LOAD_C(3, 0); \ | |||||
| LOAD_C(3, 1); \ | |||||
| } while (0); | |||||
| #define STORE_C(PG, PTR, SRC, DST) \ | |||||
| do { \ | |||||
| SRC = svld1_f32((PG), (PTR)); \ | |||||
| DST = svmad_z((PG), svalpha, DST, SRC); \ | |||||
| svst1_f32((PG), (PTR), DST); \ | |||||
| } while (0); | |||||
| int CNAME(BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha, IFLOAT *A, IFLOAT *B, | |||||
| FLOAT *C, BLASLONG ldc) { | |||||
| BLASLONG pad_k = (k + 3) & ~3; | |||||
| svbfloat16_t ma0, ma1, ma2, ma3, mb0, mb1; | |||||
| svfloat32_t mc00, mc01, mc10, mc11, mc20, mc21, mc30, mc31, | |||||
| vc0, vc1, vc2, vc3, vc4, vc5, vc6, vc7, | |||||
| oc0, oc1, oc2, oc3, oc4, oc5, oc6, oc7; | |||||
| svfloat32_t svalpha = svdup_f32(alpha); | |||||
| svbool_t pg16 = svptrue_b16(); | |||||
| svbool_t pg16_low = svdupq_b16(1, 1, 1, 1, 0, 0, 0, 0); | |||||
| svbool_t pg32 = svptrue_b32(); | |||||
| svbool_t pg32_low = svdupq_b32(1, 1, 0, 0); | |||||
| svbool_t pg32_first = svdupq_b32(1, 0, 0, 0); | |||||
| bfloat16_t *ptr_a = (bfloat16_t *)A; | |||||
| bfloat16_t *ptr_b = (bfloat16_t *)B; | |||||
| FLOAT *ptr_c = C; | |||||
| bfloat16_t *ptr_a0, *ptr_a1, *ptr_a2, *ptr_a3; | |||||
| bfloat16_t *ptr_b0, *ptr_b1; | |||||
| FLOAT *ptr_c0, *ptr_c1, *ptr_c2, *ptr_c3; | |||||
| for (BLASLONG j = 0; j < n / 4; j++) { | |||||
| ptr_c0 = ptr_c; | |||||
| ptr_c1 = ptr_c0 + ldc; | |||||
| ptr_c2 = ptr_c1 + ldc; | |||||
| ptr_c3 = ptr_c2 + ldc; | |||||
| ptr_c += 4 * ldc; | |||||
| ptr_a = (bfloat16_t *)A; | |||||
| for (BLASLONG i = 0; i < m / 8; i++) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 8 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C_8x4; | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| ma1 = svld1_bf16(pg16, ptr_a0 + 8); | |||||
| ma2 = svld1_bf16(pg16, ptr_a0 + 16); | |||||
| ma3 = svld1_bf16(pg16, ptr_a0 + 24); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| mb1 = svld1_bf16(pg16, ptr_b0 + 8); | |||||
| #if 0 | |||||
| for (int q = 0; q < 8; q++) { | |||||
| float tmp = 0; | |||||
| *((bfloat16_t *)(&tmp) + 1) = ptr_b0[8+q]; | |||||
| printf("%.1f ", tmp); | |||||
| } | |||||
| printf("\n"); | |||||
| #endif | |||||
| MATMUL(0, 0); MATMUL(0, 1); | |||||
| MATMUL(1, 0); MATMUL(1, 1); | |||||
| MATMUL(2, 0); MATMUL(2, 1); | |||||
| MATMUL(3, 0); MATMUL(3, 1); | |||||
| ptr_a0 += 32; | |||||
| ptr_b0 += 16; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc10); | |||||
| vc1 = svuzp1(mc20, mc30); | |||||
| vc2 = svuzp2(mc00, mc10); | |||||
| vc3 = svuzp2(mc20, mc30); | |||||
| vc4 = svuzp1(mc01, mc11); | |||||
| vc5 = svuzp1(mc21, mc31); | |||||
| vc6 = svuzp2(mc01, mc11); | |||||
| vc7 = svuzp2(mc21, mc31); | |||||
| STORE_C(pg32, ptr_c0, oc0, vc0); | |||||
| STORE_C(pg32, ptr_c0+4, oc1, vc1); | |||||
| STORE_C(pg32, ptr_c1, oc2, vc2); | |||||
| STORE_C(pg32, ptr_c1+4, oc3, vc3); | |||||
| STORE_C(pg32, ptr_c2, oc4, vc4) | |||||
| STORE_C(pg32, ptr_c2+4, oc5, vc5); | |||||
| STORE_C(pg32, ptr_c3, oc6, vc6) | |||||
| STORE_C(pg32, ptr_c3+4, oc7, vc7); | |||||
| ptr_c0 += 8; | |||||
| ptr_c1 += 8; | |||||
| ptr_c2 += 8; | |||||
| ptr_c3 += 8; | |||||
| } | |||||
| if (m & 4) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 4 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); LOAD_C(0, 1); | |||||
| LOAD_C(1, 0); LOAD_C(1, 1); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| ma1 = svld1_bf16(pg16, ptr_a0 + 8); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| mb1 = svld1_bf16(pg16, ptr_b0 + 8); | |||||
| MATMUL(0, 0); MATMUL(0, 1); | |||||
| MATMUL(1, 0); MATMUL(1, 1); | |||||
| ptr_a0 += 16; | |||||
| ptr_b0 += 16; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc10); | |||||
| vc1 = svuzp2(mc00, mc10); | |||||
| vc2 = svuzp1(mc01, mc11); | |||||
| vc3 = svuzp2(mc01, mc11); | |||||
| STORE_C(pg32, ptr_c0, oc0, vc0); | |||||
| STORE_C(pg32, ptr_c1, oc1, vc1); | |||||
| STORE_C(pg32, ptr_c2, oc2, vc2); | |||||
| STORE_C(pg32, ptr_c3, oc3, vc3); | |||||
| ptr_c0 += 4; | |||||
| ptr_c1 += 4; | |||||
| ptr_c2 += 4; | |||||
| ptr_c3 += 4; | |||||
| } | |||||
| if (m & 2) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 2 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); LOAD_C(0, 1); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| mb1 = svld1_bf16(pg16, ptr_b0 + 8); | |||||
| MATMUL(0, 0); MATMUL(0, 1); | |||||
| ptr_a0 += 8; | |||||
| ptr_b0 += 16; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc00); | |||||
| vc1 = svuzp2(mc00, mc00); | |||||
| vc2 = svuzp1(mc01, mc01); | |||||
| vc3 = svuzp2(mc01, mc01); | |||||
| STORE_C(pg32_low, ptr_c0, oc0, vc0); | |||||
| STORE_C(pg32_low, ptr_c1, oc1, vc1); | |||||
| STORE_C(pg32_low, ptr_c2, oc2, vc2); | |||||
| STORE_C(pg32_low, ptr_c3, oc3, vc3); | |||||
| ptr_c0 += 2; | |||||
| ptr_c1 += 2; | |||||
| ptr_c2 += 2; | |||||
| ptr_c3 += 2; | |||||
| } | |||||
| if (m & 1) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); LOAD_C(0, 1); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16_low, ptr_a0); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| mb1 = svld1_bf16(pg16, ptr_b0 + 8); | |||||
| MATMUL(0, 0); MATMUL(0, 1); | |||||
| ptr_a0 += 4; | |||||
| ptr_b0 += 16; | |||||
| } | |||||
| vc1 = svuzp2(mc00, mc00); | |||||
| vc3 = svuzp2(mc01, mc01); | |||||
| STORE_C(pg32_first, ptr_c0, oc0, mc00); | |||||
| STORE_C(pg32_first, ptr_c1, oc1, vc1); | |||||
| STORE_C(pg32_first, ptr_c2, oc2, mc01); | |||||
| STORE_C(pg32_first, ptr_c3, oc3, vc3); | |||||
| } | |||||
| ptr_b += 4 * pad_k; | |||||
| } | |||||
| if (n & 2) { | |||||
| ptr_c0 = ptr_c; | |||||
| ptr_c1 = ptr_c0 + ldc; | |||||
| ptr_c += 2 * ldc; | |||||
| ptr_a = (bfloat16_t *)A; | |||||
| for (BLASLONG i = 0; i < m / 8; i++) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 8 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| LOAD_C(1, 0); | |||||
| LOAD_C(2, 0); | |||||
| LOAD_C(3, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| ma1 = svld1_bf16(pg16, ptr_a0 + 8); | |||||
| ma2 = svld1_bf16(pg16, ptr_a0 + 16); | |||||
| ma3 = svld1_bf16(pg16, ptr_a0 + 24); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| MATMUL(1, 0); | |||||
| MATMUL(2, 0); | |||||
| MATMUL(3, 0); | |||||
| ptr_a0 += 32; | |||||
| ptr_b0 += 8; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc10); | |||||
| vc1 = svuzp1(mc20, mc30); | |||||
| vc2 = svuzp2(mc00, mc10); | |||||
| vc3 = svuzp2(mc20, mc30); | |||||
| STORE_C(pg32, ptr_c0, oc0, vc0); | |||||
| STORE_C(pg32, ptr_c0 + 4, oc1, vc1); | |||||
| STORE_C(pg32, ptr_c1, oc2, vc2); | |||||
| STORE_C(pg32, ptr_c1 + 4, oc3, vc3); | |||||
| ptr_c0 += 8; | |||||
| ptr_c1 += 8; | |||||
| } | |||||
| if (m & 4) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 4 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| LOAD_C(1, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| ma1 = svld1_bf16(pg16, ptr_a0 + 8); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| MATMUL(1, 0); | |||||
| ptr_a0 += 16; | |||||
| ptr_b0 += 8; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc10); | |||||
| vc1 = svuzp2(mc00, mc10); | |||||
| STORE_C(pg32, ptr_c0, oc0, vc0); | |||||
| STORE_C(pg32, ptr_c1, oc1, vc1); | |||||
| ptr_c0 += 4; | |||||
| ptr_c1 += 4; | |||||
| } | |||||
| if (m & 2) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 2 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| ptr_a0 += 8; | |||||
| ptr_b0 += 8; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc00); | |||||
| vc1 = svuzp2(mc00, mc00); | |||||
| STORE_C(pg32_low, ptr_c0, oc0, vc0); | |||||
| STORE_C(pg32_low, ptr_c1, oc1, vc1); | |||||
| ptr_c0 += 2; | |||||
| ptr_c1 += 2; | |||||
| } | |||||
| if (m & 1) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16_low, ptr_a0); | |||||
| mb0 = svld1_bf16(pg16, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| ptr_a0 += 4; | |||||
| ptr_b0 += 8; | |||||
| } | |||||
| vc1 = svuzp2(mc00, mc00); | |||||
| STORE_C(pg32_first, ptr_c0, oc0, mc00); | |||||
| STORE_C(pg32_first, ptr_c1, oc1, vc1); | |||||
| } | |||||
| ptr_b += 2 * pad_k; | |||||
| } | |||||
| if (n & 1) { | |||||
| ptr_c0 = ptr_c; | |||||
| ptr_a = (bfloat16_t *)A; | |||||
| for (BLASLONG i = 0; i < m / 8; i++) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 8 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| LOAD_C(1, 0); | |||||
| LOAD_C(2, 0); | |||||
| LOAD_C(3, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| ma1 = svld1_bf16(pg16, ptr_a0 + 8); | |||||
| ma2 = svld1_bf16(pg16, ptr_a0 + 16); | |||||
| ma3 = svld1_bf16(pg16, ptr_a0 + 24); | |||||
| mb0 = svld1_bf16(pg16_low, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| MATMUL(1, 0); | |||||
| MATMUL(2, 0); | |||||
| MATMUL(3, 0); | |||||
| ptr_a0 += 32; | |||||
| ptr_b0 += 4; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc10); | |||||
| vc1 = svuzp1(mc20, mc30); | |||||
| STORE_C(pg32, ptr_c0, oc0, vc0); | |||||
| STORE_C(pg32, ptr_c0 + 4, oc1, vc1); | |||||
| ptr_c0 += 8; | |||||
| } | |||||
| if (m & 4) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 4 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| LOAD_C(1, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| ma1 = svld1_bf16(pg16, ptr_a0 + 8); | |||||
| mb0 = svld1_bf16(pg16_low, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| MATMUL(1, 0); | |||||
| ptr_a0 += 16; | |||||
| ptr_b0 += 4; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc10); | |||||
| STORE_C(pg32, ptr_c0, oc0, vc0); | |||||
| ptr_c0 += 4; | |||||
| } | |||||
| if (m & 2) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_a += 2 * pad_k; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16, ptr_a0); | |||||
| mb0 = svld1_bf16(pg16_low, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| ptr_a0 += 8; | |||||
| ptr_b0 += 4; | |||||
| } | |||||
| vc0 = svuzp1(mc00, mc00); | |||||
| STORE_C(pg32_low, ptr_c0, oc0, vc0); | |||||
| ptr_c0 += 2; | |||||
| } | |||||
| if (m & 1) { | |||||
| ptr_a0 = ptr_a; | |||||
| ptr_b0 = ptr_b; | |||||
| LOAD_C(0, 0); | |||||
| for (BLASLONG p = 0; p < pad_k; p += 4) { | |||||
| ma0 = svld1_bf16(pg16_low, ptr_a0); | |||||
| mb0 = svld1_bf16(pg16_low, ptr_b0); | |||||
| MATMUL(0, 0); | |||||
| ptr_a0 += 4; | |||||
| ptr_b0 += 4; | |||||
| } | |||||
| STORE_C(pg32_first, ptr_c0, oc0, mc00); | |||||
| } | |||||
| } | |||||
| return 0; | |||||
| } | |||||
| @@ -58,17 +58,6 @@ int CNAME(BLASLONG m, BLASLONG n, IFLOAT *a, BLASLONG lda, IFLOAT *b) { | |||||
| svst1_bf16(pg16, (bfloat16_t *)b_offset + 8, v2); | svst1_bf16(pg16, (bfloat16_t *)b_offset + 8, v2); | ||||
| svst1_bf16(pg16, (bfloat16_t *)b_offset + 12, v3); | svst1_bf16(pg16, (bfloat16_t *)b_offset + 12, v3); | ||||
| #if 0 | |||||
| for (int line = 0; line < 4; line++) { | |||||
| for (int p = 0; p < 4; p++) { | |||||
| float tmp = 0; | |||||
| *((bfloat16 *)(&tmp) + 1) = b_offset[line * 4 + p]; | |||||
| printf("%f ", tmp); | |||||
| } | |||||
| printf("\n"); | |||||
| } | |||||
| #endif | |||||
| b_offset += 16; | b_offset += 16; | ||||
| a_offsetx[0] += 4; | a_offsetx[0] += 4; | ||||
| a_offsetx[1] += 4; | a_offsetx[1] += 4; | ||||
| @@ -1,101 +0,0 @@ | |||||
| /*************************************************************************** | |||||
| * Copyright (c) 2022, 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" | |||||
| int CNAME(BLASLONG m, BLASLONG n, IFLOAT *a, BLASLONG lda, IFLOAT *b) { | |||||
| IFLOAT *a_offset, *a_offset1, *a_offset2; | |||||
| IFLOAT *b_offset; | |||||
| a_offset = a; | |||||
| b_offset = b; | |||||
| for (BLASLONG j = 0; j < n / 2; j++) { | |||||
| a_offset1 = a_offset; | |||||
| a_offset2 = a_offset1 + lda; | |||||
| a_offset += 2 * lda; | |||||
| for (BLASLONG i = 0; i < m / 4; i++) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset1 + 1); | |||||
| *(b_offset + 2) = *(a_offset1 + 2); | |||||
| *(b_offset + 3) = *(a_offset1 + 3); | |||||
| *(b_offset + 4) = *(a_offset2 + 0); | |||||
| *(b_offset + 5) = *(a_offset2 + 1); | |||||
| *(b_offset + 6) = *(a_offset2 + 2); | |||||
| *(b_offset + 7) = *(a_offset2 + 3); | |||||
| a_offset1 += 4; | |||||
| a_offset2 += 4; | |||||
| b_offset += 8; | |||||
| } | |||||
| BLASLONG rest = m & 3; | |||||
| if (rest == 3) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset1 + 1); | |||||
| *(b_offset + 2) = *(a_offset1 + 2); | |||||
| *(b_offset + 3) = *(a_offset2 + 0); | |||||
| *(b_offset + 4) = *(a_offset2 + 1); | |||||
| *(b_offset + 5) = *(a_offset2 + 2); | |||||
| b_offset += 6; | |||||
| } else if (rest == 2) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset1 + 1); | |||||
| *(b_offset + 2) = *(a_offset2 + 0); | |||||
| *(b_offset + 3) = *(a_offset2 + 1); | |||||
| b_offset += 4; | |||||
| } else if (rest == 1) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset2 + 0); | |||||
| b_offset += 2; | |||||
| } | |||||
| } | |||||
| if (n & 1) { | |||||
| for (BLASLONG i = 0; i < m / 4; i++) { | |||||
| *(b_offset + 0) = *(a_offset + 0); | |||||
| *(b_offset + 1) = *(a_offset + 1); | |||||
| *(b_offset + 2) = *(a_offset + 2); | |||||
| *(b_offset + 3) = *(a_offset + 3); | |||||
| b_offset += 4; | |||||
| a_offset += 4; | |||||
| } | |||||
| BLASLONG rest = m & 3; | |||||
| if (rest == 3) { | |||||
| *(b_offset + 0) = *(a_offset + 0); | |||||
| *(b_offset + 1) = *(a_offset + 1); | |||||
| *(b_offset + 2) = *(a_offset + 2); | |||||
| } else if (rest == 2) { | |||||
| *(b_offset + 0) = *(a_offset + 0); | |||||
| *(b_offset + 1) = *(a_offset + 1); | |||||
| } else if (rest == 1) { | |||||
| *(b_offset + 0) = *(a_offset + 0); | |||||
| } | |||||
| } | |||||
| return 0; | |||||
| } | |||||
| @@ -43,15 +43,6 @@ int CNAME(BLASLONG m, BLASLONG n, IFLOAT *a, BLASLONG lda, IFLOAT *b) { | |||||
| for (BLASLONG i = 0; i < m / 4; i++) { | for (BLASLONG i = 0; i < m / 4; i++) { | ||||
| for (BLASLONG line = 0; line < 8; line++) { | for (BLASLONG line = 0; line < 8; line++) { | ||||
| #if 0 | |||||
| float fv0 = 0, fv1 = 0, fv2 = 0, fv3 = 0; | |||||
| *((bfloat16 *)(&fv0) + 1) = a_offset0[line]; | |||||
| *((bfloat16 *)(&fv1) + 1) = a_offset1[line]; | |||||
| *((bfloat16 *)(&fv2) + 1) = a_offset2[line]; | |||||
| *((bfloat16 *)(&fv3) + 1) = a_offset3[line]; | |||||
| printf("%f %f %f %f\n", fv0, fv1, fv2, fv3); | |||||
| #endif | |||||
| b_offset[line * 4] = a_offset0[line]; | b_offset[line * 4] = a_offset0[line]; | ||||
| b_offset[line * 4 + 1] = a_offset1[line]; | b_offset[line * 4 + 1] = a_offset1[line]; | ||||
| b_offset[line * 4 + 2] = a_offset2[line]; | b_offset[line * 4 + 2] = a_offset2[line]; | ||||
| @@ -1,109 +0,0 @@ | |||||
| /*************************************************************************** | |||||
| * Copyright (c) 2022, 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" | |||||
| int CNAME(BLASLONG m, BLASLONG n, IFLOAT *a, BLASLONG lda, IFLOAT *b) { | |||||
| IFLOAT *a_offset, *a_offset1, *a_offset2, *a_offset3, *a_offset4; | |||||
| IFLOAT *b_offset; | |||||
| a_offset = a; | |||||
| b_offset = b; | |||||
| for (BLASLONG j = 0; j < n / 2; j++) { | |||||
| a_offset1 = a_offset; | |||||
| a_offset2 = a_offset1 + lda; | |||||
| a_offset3 = a_offset2 + lda; | |||||
| a_offset4 = a_offset3 + lda; | |||||
| a_offset += 2; | |||||
| for (BLASLONG i = 0; i < m / 4; i++) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset2 + 0); | |||||
| *(b_offset + 2) = *(a_offset3 + 0); | |||||
| *(b_offset + 3) = *(a_offset4 + 0); | |||||
| *(b_offset + 4) = *(a_offset1 + 1); | |||||
| *(b_offset + 5) = *(a_offset2 + 1); | |||||
| *(b_offset + 6) = *(a_offset3 + 1); | |||||
| *(b_offset + 7) = *(a_offset4 + 1); | |||||
| b_offset += 8; | |||||
| a_offset1 += 4 * lda; | |||||
| a_offset2 += 4 * lda; | |||||
| a_offset3 += 4 * lda; | |||||
| a_offset4 += 4 * lda; | |||||
| } | |||||
| if (m & 3) { | |||||
| BLASLONG rest = m & 3; | |||||
| if (rest == 3) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset2 + 0); | |||||
| *(b_offset + 2) = *(a_offset3 + 0); | |||||
| *(b_offset + 3) = *(a_offset1 + 1); | |||||
| *(b_offset + 4) = *(a_offset2 + 1); | |||||
| *(b_offset + 5) = *(a_offset3 + 1); | |||||
| b_offset += 6; | |||||
| } else if (rest == 2) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset2 + 0); | |||||
| *(b_offset + 2) = *(a_offset1 + 1); | |||||
| *(b_offset + 3) = *(a_offset2 + 1); | |||||
| b_offset += 4; | |||||
| } else if (rest == 1) { | |||||
| *(b_offset + 0) = *(a_offset1 + 0); | |||||
| *(b_offset + 1) = *(a_offset1 + 1); | |||||
| b_offset += 2; | |||||
| } | |||||
| } | |||||
| } | |||||
| if (n & 1) { | |||||
| for (BLASLONG i = 0; i < m / 4; i++) { | |||||
| *(b_offset + 0) = *(a_offset); | |||||
| *(b_offset + 1) = *(a_offset + lda); | |||||
| *(b_offset + 2) = *(a_offset + lda * 2); | |||||
| *(b_offset + 3) = *(a_offset + lda * 3); | |||||
| b_offset += 4; | |||||
| a_offset += 4 * lda; | |||||
| } | |||||
| BLASLONG rest = m & 3; | |||||
| if (rest == 3) { | |||||
| *(b_offset + 0) = *(a_offset); | |||||
| *(b_offset + 1) = *(a_offset + lda); | |||||
| *(b_offset + 2) = *(a_offset + lda * 2); | |||||
| } else if (rest == 2) { | |||||
| *(b_offset + 0) = *(a_offset); | |||||
| *(b_offset + 1) = *(a_offset + lda); | |||||
| } else if (rest == 1) { | |||||
| *(b_offset + 0) = *(a_offset); | |||||
| } | |||||
| } | |||||
| return 0; | |||||
| } | |||||