/* * Copyright (c) 2017-2018 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifdef __aarch64__ #include #include #include "../../asmlib.hpp" #include "../../utils.hpp" namespace arm_gemm { void a64_sgemv_pretransposed(const float *A, int lda, const float *X, float *Y, float beta, int M, int N) { const bool beta0 = (beta == 0.0f); const bool beta1 = (beta == 1.0f); for(int x = 0; x < N; x += 32) { float *y_ptr = Y + x; // How many elements are we processing in this loop? int l = std::min(N - x, 32); register float32x4_t r0 asm("v24"); register float32x4_t r1 asm("v25"); register float32x4_t r2 asm("v26"); register float32x4_t r3 asm("v27"); register float32x4_t r4 asm("v28"); register float32x4_t r5 asm("v29"); register float32x4_t r6 asm("v30"); register float32x4_t r7 asm("v31"); register float32x4_t x0 asm("v0"); register float32x4_t x0a asm("v1"); const float *x_ptr = X; const float *a_ptr = A + ((x / 32) * lda); if(beta0) { r0 = r1 = r2 = r3 = r4 = r5 = r6 = r7 = vdupq_n_f32(0.0f); } else { if(l == 32) { // Fastest path - load all 8 vectors r0 = vld1q_f32(y_ptr); r1 = vld1q_f32(y_ptr + 4); r2 = vld1q_f32(y_ptr + 8); r3 = vld1q_f32(y_ptr + 12); r4 = vld1q_f32(y_ptr + 16); r5 = vld1q_f32(y_ptr + 20); r6 = vld1q_f32(y_ptr + 24); r7 = vld1q_f32(y_ptr + 28); } else { // Slow case - leftovers. Note that we don't care about // out-of-range vectors and lanes as we will throw them away at // the end. int vecs = l / 4; // How many leftover vectors? int oddbits = l % 4; // And how many odd single values? if(oddbits) { // Load the outstanding odd values into a vector first float32x4_t oddvec = vdupq_n_f32(0.0f); // This does not really need to be initialized, but the compiler has a hard time with that. float *oddbase = y_ptr + l - oddbits; switch(oddbits) { case 3: oddvec = vld1q_lane_f32(oddbase + 2, oddvec, 2); // fall through case 2: oddvec = vld1q_lane_f32(oddbase + 1, oddvec, 1); // fall through case 1: oddvec = vld1q_lane_f32(oddbase, oddvec, 0); break; default: UNREACHABLE("Impossible case in switch."); } // Now load the whole vectors, putting the oddments in when we run out. do { if(vecs == 0) { r0 = oddvec; break; } r0 = vld1q_f32(y_ptr); if(--vecs == 0) { r1 = oddvec; break; } r1 = vld1q_f32(y_ptr + 4); if(--vecs == 0) { r2 = oddvec; break; } r2 = vld1q_f32(y_ptr + 8); if(--vecs == 0) { r3 = oddvec; break; } r3 = vld1q_f32(y_ptr + 12); if(--vecs == 0) { r4 = oddvec; break; } r4 = vld1q_f32(y_ptr + 16); if(--vecs == 0) { r5 = oddvec; break; } r5 = vld1q_f32(y_ptr + 20); if(--vecs == 0) { r6 = oddvec; break; } r6 = vld1q_f32(y_ptr + 24); r7 = oddvec; } while(0); } else { // Slightly less slow path - just load the whole vectors do { // It can't be the case that oddbits==0 AND vecs==0 or we wouldn't be here. if(vecs == 0) { UNREACHABLE("Impossible lack of work to do"); } r0 = vld1q_f32(y_ptr); if(--vecs == 0) { break; } r1 = vld1q_f32(y_ptr + 4); if(--vecs == 0) { break; } r2 = vld1q_f32(y_ptr + 8); if(--vecs == 0) { break; } r3 = vld1q_f32(y_ptr + 12); if(--vecs == 0) { break; } r4 = vld1q_f32(y_ptr + 16); if(--vecs == 0) { break; } r5 = vld1q_f32(y_ptr + 20); if(--vecs == 0) { break; } r6 = vld1q_f32(y_ptr + 24); } while(0); } } if(!beta1) { const float32x4_t vb = vdupq_n_f32(beta); r0 = vmulq_f32(r0, vb); r1 = vmulq_f32(r1, vb); r2 = vmulq_f32(r2, vb); r3 = vmulq_f32(r3, vb); r4 = vmulq_f32(r4, vb); r5 = vmulq_f32(r5, vb); r6 = vmulq_f32(r6, vb); r7 = vmulq_f32(r7, vb); } } if(M >= 8) { int k = (M / 8) - 1; x0 = vld1q_f32(x_ptr); __asm __volatile( "ldr q2, [%[a_ptr], #0]\n" "ldr q3, [%[a_ptr], #16]\n" "ldr q4, [%[a_ptr], #32]\n" "ldr q5, [%[a_ptr], #48]\n" "ldr q6, [%[a_ptr], #64]\n" "ldr q7, [%[a_ptr], #80]\n" "ldr q8, [%[a_ptr], #96]\n" "ldr q9, [%[a_ptr], #112]\n" "ldr q10, [%[a_ptr], #128]\n" "ldr q11, [%[a_ptr], #144]\n" "ldr q12, [%[a_ptr], #160]\n" "ldr q13, [%[a_ptr], #176]\n" "ldr q14, [%[a_ptr], #192]\n" "ldr q15, [%[a_ptr], #208]\n" "ldr q16, [%[a_ptr], #224]\n" "ldr q17, [%[a_ptr], #240]\n" "ldr q18, [%[a_ptr], #256]\n" "ldr q19, [%[a_ptr], #272]\n" "ldr q20, [%[a_ptr], #288]\n" "ldr q21, [%[a_ptr], #304]\n" "ldr q22, [%[a_ptr], #320]\n" "ldr q23, [%[a_ptr], #336]\n" ASM_PREFETCH("[%[a_ptr], #384]") ASM_PREFETCH("[%[a_ptr], #448]") ASM_PREFETCH("[%[a_ptr], #512]") ASM_PREFETCH("[%[a_ptr], #576]") ASM_PREFETCH("[%[a_ptr], #640]") ASM_PREFETCH("[%[a_ptr], #704]") ASM_PREFETCH("[%[a_ptr], #768]") ASM_PREFETCH("[%[a_ptr], #832]") ASM_PREFETCH("[%[a_ptr], #896]") ASM_PREFETCH("[%[a_ptr], #960]") ASM_PREFETCH("[%[a_ptr], #1024]") ASM_PREFETCH("[%[a_ptr], #1088]") ASM_PREFETCH("[%[a_ptr], #1152]") ASM_PREFETCH("[%[a_ptr], #1216]") ASM_PREFETCH("[%[a_ptr], #1280]") ASM_PREFETCH("[%[a_ptr], #1344]") ASM_PREFETCH("[%[a_ptr], #1408]") ASM_PREFETCH("[%[a_ptr], #1472]") ASM_PREFETCH("[%[a_ptr], #1536]") ASM_PREFETCH("[%[a_ptr], #1600]") ASM_PREFETCH("[%[a_ptr], #1664]") ASM_PREFETCH("[%[a_ptr], #1728]") ASM_PREFETCH("[%[a_ptr], #1792]") ASM_PREFETCH("[%[a_ptr], #1856]") ASM_PREFETCH("[%[a_ptr], #1920]") ASM_PREFETCH("[%[a_ptr], #1984]") "add %[a_ptr], %[a_ptr], #352\n" "cbz %w[k], 2f\n" "1:\n" // Unroll 0 "fmla %[r0].4s, v2.4s, %[x0].s[0]\n" "ldr %q[x0a], [%[x_ptr], #16]\n" "fmla %[r1].4s, v3.4s, %[x0].s[0]\n" "ldr q3, [%[a_ptr], #0]\n" "subs %w[k], %w[k], #1\n" "fmla %[r2].4s, v4.4s, %[x0].s[0]\n" "ldr q4, [%[a_ptr], #16]\n" "fmla %[r3].4s, v5.4s, %[x0].s[0]\n" "ldr q5, [%[a_ptr], #32]\n" "add %[x_ptr], %[x_ptr], #32\n" ASM_PREFETCH("[%[a_ptr], #1664]") "fmla %[r4].4s, v6.4s, %[x0].s[0]\n" "ldr q6, [%[a_ptr], #48]\n" "fmla %[r5].4s, v7.4s, %[x0].s[0]\n" "ldr q7, [%[a_ptr], #64]\n" "fmla %[r6].4s, v8.4s, %[x0].s[0]\n" "ldr q8, [%[a_ptr], #80]\n" "fmla %[r7].4s, v9.4s, %[x0].s[0]\n" "ldr q9, [%[a_ptr], #96]\n" ASM_PREFETCH("[%[a_ptr], #1728]") // Unroll 1 "fmla %[r0].4s, v10.4s, %[x0].s[1]\n" "ldr q10, [%[a_ptr], #112]\n" "fmla %[r1].4s, v11.4s, %[x0].s[1]\n" "ldr q11, [%[a_ptr], #128]\n" "fmla %[r2].4s, v12.4s, %[x0].s[1]\n" "ldr q12, [%[a_ptr], #144]\n" "fmla %[r3].4s, v13.4s, %[x0].s[1]\n" "ldr q13, [%[a_ptr], #160]\n" ASM_PREFETCH("[%[a_ptr], #1792]") "fmla %[r4].4s, v14.4s, %[x0].s[1]\n" "ldr q14, [%[a_ptr], #176]\n" "fmla %[r5].4s, v15.4s, %[x0].s[1]\n" "ldr q15, [%[a_ptr], #192]\n" "fmla %[r6].4s, v16.4s, %[x0].s[1]\n" "ldr q16, [%[a_ptr], #208]\n" "fmla %[r7].4s, v17.4s, %[x0].s[1]\n" "ldr q17, [%[a_ptr], #224]\n" ASM_PREFETCH("[%[a_ptr], #1856]") // Unroll 2 "fmla %[r0].4s, v18.4s, %[x0].s[2]\n" "ldr q18, [%[a_ptr], #240]\n" "fmla %[r1].4s, v19.4s, %[x0].s[2]\n" "ldr q19, [%[a_ptr], #256]\n" "fmla %[r2].4s, v20.4s, %[x0].s[2]\n" "ldr q20, [%[a_ptr], #272]\n" "fmla %[r3].4s, v21.4s, %[x0].s[2]\n" "ldr q21, [%[a_ptr], #288]\n" ASM_PREFETCH("[%[a_ptr], #1920]") "fmla %[r4].4s, v22.4s, %[x0].s[2]\n" "ldr q22, [%[a_ptr], #304]\n" "fmla %[r5].4s, v23.4s, %[x0].s[2]\n" "ldr q23, [%[a_ptr], #320]\n" "fmla %[r6].4s, v3.4s, %[x0].s[2]\n" "ldr q2, [%[a_ptr], #336]\n" "ldr q3, [%[a_ptr], #352]\n" "fmla %[r7].4s, v4.4s, %[x0].s[2]\n" "ldr q4, [%[a_ptr], #368]\n" ASM_PREFETCH("[%[a_ptr], #1984]") // Unroll 3 "fmla %[r0].4s, v5.4s, %[x0].s[3]\n" "ldr q5, [%[a_ptr], #384]\n" "fmla %[r1].4s, v6.4s, %[x0].s[3]\n" "ldr q6, [%[a_ptr], #400]\n" "fmla %[r2].4s, v7.4s, %[x0].s[3]\n" "ldr q7, [%[a_ptr], #416]\n" "fmla %[r3].4s, v8.4s, %[x0].s[3]\n" ASM_PREFETCH("[%[a_ptr], #2048]") "ldr q8, [%[a_ptr], #432]\n" "fmla %[r4].4s, v9.4s, %[x0].s[3]\n" "ldr q9, [%[a_ptr], #448]\n" "fmla %[r5].4s, v10.4s, %[x0].s[3]\n" "ldr q10, [%[a_ptr], #464]\n" "fmla %[r6].4s, v11.4s, %[x0].s[3]\n" "ldr q11, [%[a_ptr], #480]\n" "fmla %[r7].4s, v12.4s, %[x0].s[3]\n" "ldr q12, [%[a_ptr], #496]\n" ASM_PREFETCH("[%[a_ptr], #2112]") // Unroll 4 "fmla %[r0].4s, v13.4s, %[x0a].s[0]\n" "ldr %q[x0], [%[x_ptr]]\n" "fmla %[r1].4s, v14.4s, %[x0a].s[0]\n" "ldr q14, [%[a_ptr], #512]\n" "fmla %[r2].4s, v15.4s, %[x0a].s[0]\n" "ldr q15, [%[a_ptr], #528]\n" "fmla %[r3].4s, v16.4s, %[x0a].s[0]\n" ASM_PREFETCH("[%[a_ptr], #2176]") "ldr q16, [%[a_ptr], #544]\n" "fmla %[r4].4s, v17.4s, %[x0a].s[0]\n" "ldr q17, [%[a_ptr], #560]\n" "fmla %[r5].4s, v18.4s, %[x0a].s[0]\n" "ldr q18, [%[a_ptr], #576]\n" "fmla %[r6].4s, v19.4s, %[x0a].s[0]\n" "ldr q19, [%[a_ptr], #592]\n" "fmla %[r7].4s, v20.4s, %[x0a].s[0]\n" "ldr q20, [%[a_ptr], #608]\n" ASM_PREFETCH("[%[a_ptr], #2240]") // Unroll 5 "fmla %[r0].4s, v21.4s, %[x0a].s[1]\n" "ldr q21, [%[a_ptr], #624]\n" "fmla %[r1].4s, v22.4s, %[x0a].s[1]\n" "ldr q22, [%[a_ptr], #640]\n" "fmla %[r2].4s, v23.4s, %[x0a].s[1]\n" "ldr q23, [%[a_ptr], #656]\n" "fmla %[r3].4s, v2.4s, %[x0a].s[1]\n" "ldr q2, [%[a_ptr], #672]\n" ASM_PREFETCH("[%[a_ptr], #2304]") "fmla %[r4].4s, v3.4s, %[x0a].s[1]\n" "ldr q3, [%[a_ptr], #688]\n" "fmla %[r5].4s, v4.4s, %[x0a].s[1]\n" "ldr q4, [%[a_ptr], #704]\n" "fmla %[r6].4s, v5.4s, %[x0a].s[1]\n" "ldr q5, [%[a_ptr], #720]\n" "fmla %[r7].4s, v6.4s, %[x0a].s[1]\n" "ldr q6, [%[a_ptr], #736]\n" ASM_PREFETCH("[%[a_ptr], #2368]") // Unroll 6 "fmla %[r0].4s, v7.4s, %[x0a].s[2]\n" "ldr q7, [%[a_ptr], #752]\n" "fmla %[r1].4s, v8.4s, %[x0a].s[2]\n" "ldr q8, [%[a_ptr], #768]\n" "fmla %[r2].4s, v9.4s, %[x0a].s[2]\n" "ldr q9, [%[a_ptr], #784]\n" "fmla %[r3].4s, v10.4s, %[x0a].s[2]\n" "ldr q10, [%[a_ptr], #800]\n" ASM_PREFETCH("[%[a_ptr], #2432]") "fmla %[r4].4s, v11.4s, %[x0a].s[2]\n" "ldr q11, [%[a_ptr], #816]\n" "fmla %[r5].4s, v12.4s, %[x0a].s[2]\n" "ldr q12, [%[a_ptr], #832]\n" "fmla %[r6].4s, v14.4s, %[x0a].s[2]\n" "ldr q13, [%[a_ptr], #848]\n" "ldr q14, [%[a_ptr], #864]\n" "fmla %[r7].4s, v15.4s, %[x0a].s[2]\n" "ldr q15, [%[a_ptr], #880]\n" ASM_PREFETCH("[%[a_ptr], #2496]") // Unroll 7 "fmla %[r0].4s, v16.4s, %[x0a].s[3]\n" "ldr q16, [%[a_ptr], #896]\n" "fmla %[r1].4s, v17.4s, %[x0a].s[3]\n" "ldr q17, [%[a_ptr], #912]\n" "fmla %[r2].4s, v18.4s, %[x0a].s[3]\n" "ldr q18, [%[a_ptr], #928]\n" "fmla %[r3].4s, v19.4s, %[x0a].s[3]\n" ASM_PREFETCH("[%[a_ptr], #2560]") "ldr q19, [%[a_ptr], #944]\n" "fmla %[r4].4s, v20.4s, %[x0a].s[3]\n" "ldr q20, [%[a_ptr], #960]\n" "fmla %[r5].4s, v21.4s, %[x0a].s[3]\n" "ldr q21, [%[a_ptr], #976]\n" "add %[a_ptr], %[a_ptr], #1024\n" "fmla %[r6].4s, v22.4s, %[x0a].s[3]\n" "ldr q22, [%[a_ptr], #-32]\n" "fmla %[r7].4s, v23.4s, %[x0a].s[3]\n" "ldr q23, [%[a_ptr], #-16]\n" ASM_PREFETCH("[%[a_ptr], #1600]") "bne 1b\n" // Detached final iteration "2:\n" // Unroll 0 "fmla %[r0].4s, v2.4s, %[x0].s[0]\n" "ldr %q[x0a], [%[x_ptr], #16]\n" "fmla %[r1].4s, v3.4s, %[x0].s[0]\n" "ldr q3, [%[a_ptr], #0]\n" "subs %w[k], %w[k], #1\n" "fmla %[r2].4s, v4.4s, %[x0].s[0]\n" "ldr q4, [%[a_ptr], #16]\n" "fmla %[r3].4s, v5.4s, %[x0].s[0]\n" "ldr q5, [%[a_ptr], #32]\n" "add %[x_ptr], %[x_ptr], #32\n" "fmla %[r4].4s, v6.4s, %[x0].s[0]\n" "ldr q6, [%[a_ptr], #48]\n" "fmla %[r5].4s, v7.4s, %[x0].s[0]\n" "ldr q7, [%[a_ptr], #64]\n" "fmla %[r6].4s, v8.4s, %[x0].s[0]\n" "ldr q8, [%[a_ptr], #80]\n" "fmla %[r7].4s, v9.4s, %[x0].s[0]\n" "ldr q9, [%[a_ptr], #96]\n" // Unroll 1 "fmla %[r0].4s, v10.4s, %[x0].s[1]\n" "ldr q10, [%[a_ptr], #112]\n" "fmla %[r1].4s, v11.4s, %[x0].s[1]\n" "ldr q11, [%[a_ptr], #128]\n" "fmla %[r2].4s, v12.4s, %[x0].s[1]\n" "ldr q12, [%[a_ptr], #144]\n" "fmla %[r3].4s, v13.4s, %[x0].s[1]\n" "ldr q13, [%[a_ptr], #160]\n" "fmla %[r4].4s, v14.4s, %[x0].s[1]\n" "ldr q14, [%[a_ptr], #176]\n" "fmla %[r5].4s, v15.4s, %[x0].s[1]\n" "ldr q15, [%[a_ptr], #192]\n" "fmla %[r6].4s, v16.4s, %[x0].s[1]\n" "ldr q16, [%[a_ptr], #208]\n" "fmla %[r7].4s, v17.4s, %[x0].s[1]\n" "ldr q17, [%[a_ptr], #224]\n" // Unroll 2 "fmla %[r0].4s, v18.4s, %[x0].s[2]\n" "ldr q18, [%[a_ptr], #240]\n" "fmla %[r1].4s, v19.4s, %[x0].s[2]\n" "ldr q19, [%[a_ptr], #256]\n" "fmla %[r2].4s, v20.4s, %[x0].s[2]\n" "ldr q20, [%[a_ptr], #272]\n" "fmla %[r3].4s, v21.4s, %[x0].s[2]\n" "ldr q21, [%[a_ptr], #288]\n" "fmla %[r4].4s, v22.4s, %[x0].s[2]\n" "ldr q22, [%[a_ptr], #304]\n" "fmla %[r5].4s, v23.4s, %[x0].s[2]\n" "ldr q23, [%[a_ptr], #320]\n" "fmla %[r6].4s, v3.4s, %[x0].s[2]\n" "ldr q2, [%[a_ptr], #336]\n" "ldr q3, [%[a_ptr], #352]\n" "fmla %[r7].4s, v4.4s, %[x0].s[2]\n" "ldr q4, [%[a_ptr], #368]\n" // Unroll 3 "fmla %[r0].4s, v5.4s, %[x0].s[3]\n" "ldr q5, [%[a_ptr], #384]\n" "fmla %[r1].4s, v6.4s, %[x0].s[3]\n" "ldr q6, [%[a_ptr], #400]\n" "fmla %[r2].4s, v7.4s, %[x0].s[3]\n" "ldr q7, [%[a_ptr], #416]\n" "fmla %[r3].4s, v8.4s, %[x0].s[3]\n" "ldr q8, [%[a_ptr], #432]\n" "fmla %[r4].4s, v9.4s, %[x0].s[3]\n" "ldr q9, [%[a_ptr], #448]\n" "fmla %[r5].4s, v10.4s, %[x0].s[3]\n" "ldr q10, [%[a_ptr], #464]\n" "fmla %[r6].4s, v11.4s, %[x0].s[3]\n" "ldr q11, [%[a_ptr], #480]\n" "fmla %[r7].4s, v12.4s, %[x0].s[3]\n" "ldr q12, [%[a_ptr], #496]\n" // Unroll 4 "fmla %[r0].4s, v13.4s, %[x0a].s[0]\n" "fmla %[r1].4s, v14.4s, %[x0a].s[0]\n" "ldr q14, [%[a_ptr], #512]\n" "fmla %[r2].4s, v15.4s, %[x0a].s[0]\n" "ldr q15, [%[a_ptr], #528]\n" "fmla %[r3].4s, v16.4s, %[x0a].s[0]\n" "ldr q16, [%[a_ptr], #544]\n" "fmla %[r4].4s, v17.4s, %[x0a].s[0]\n" "ldr q17, [%[a_ptr], #560]\n" "fmla %[r5].4s, v18.4s, %[x0a].s[0]\n" "ldr q18, [%[a_ptr], #576]\n" "fmla %[r6].4s, v19.4s, %[x0a].s[0]\n" "ldr q19, [%[a_ptr], #592]\n" "fmla %[r7].4s, v20.4s, %[x0a].s[0]\n" "ldr q20, [%[a_ptr], #608]\n" // Unroll 5 "fmla %[r0].4s, v21.4s, %[x0a].s[1]\n" "ldr q21, [%[a_ptr], #624]\n" "fmla %[r1].4s, v22.4s, %[x0a].s[1]\n" "ldr q22, [%[a_ptr], #640]\n" "fmla %[r2].4s, v23.4s, %[x0a].s[1]\n" "ldr q23, [%[a_ptr], #656]\n" "fmla %[r3].4s, v2.4s, %[x0a].s[1]\n" "add %[a_ptr], %[a_ptr], #672\n" "fmla %[r4].4s, v3.4s, %[x0a].s[1]\n" "fmla %[r5].4s, v4.4s, %[x0a].s[1]\n" "fmla %[r6].4s, v5.4s, %[x0a].s[1]\n" "fmla %[r7].4s, v6.4s, %[x0a].s[1]\n" // Unroll 6 "fmla %[r0].4s, v7.4s, %[x0a].s[2]\n" "fmla %[r1].4s, v8.4s, %[x0a].s[2]\n" "fmla %[r2].4s, v9.4s, %[x0a].s[2]\n" "fmla %[r3].4s, v10.4s, %[x0a].s[2]\n" "fmla %[r4].4s, v11.4s, %[x0a].s[2]\n" "fmla %[r5].4s, v12.4s, %[x0a].s[2]\n" "fmla %[r6].4s, v14.4s, %[x0a].s[2]\n" "fmla %[r7].4s, v15.4s, %[x0a].s[2]\n" // Unroll 7 "fmla %[r0].4s, v16.4s, %[x0a].s[3]\n" "fmla %[r1].4s, v17.4s, %[x0a].s[3]\n" "fmla %[r2].4s, v18.4s, %[x0a].s[3]\n" "fmla %[r3].4s, v19.4s, %[x0a].s[3]\n" "fmla %[r4].4s, v20.4s, %[x0a].s[3]\n" "fmla %[r5].4s, v21.4s, %[x0a].s[3]\n" "fmla %[r6].4s, v22.4s, %[x0a].s[3]\n" "fmla %[r7].4s, v23.4s, %[x0a].s[3]\n" : [a_ptr] "+r"(a_ptr), [x_ptr] "+r"(x_ptr), [x0] "+w"(x0), [x0a] "+w"(x0a), [k] "+r"(k), [r0] "+w"(r0), [r1] "+w"(r1), [r2] "+w"(r2), [r3] "+w"(r3), [r4] "+w"(r4), [r5] "+w"(r5), [r6] "+w"(r6), [r7] "+w"(r7) : : "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "x20", "x21", "cc", "memory"); } // Deal with ragged M if(M % 8) { int l = (M % 8) - 1; __asm __volatile( "ldr q2, [%[a_ptr], #0]\n" "ldr q3, [%[a_ptr], #16]\n" "ldr q4, [%[a_ptr], #32]\n" "ldr q5, [%[a_ptr], #48]\n" "ldr q6, [%[a_ptr], #64]\n" "ldr q7, [%[a_ptr], #80]\n" "ldr q8, [%[a_ptr], #96]\n" "ldr q9, [%[a_ptr], #112]\n" "ldr %s[x0], [%[x_ptr]]\n" "add %[a_ptr], %[a_ptr], #128\n" "add %[x_ptr], %[x_ptr], #4\n" "cbz %w[l], 2f\n" "1:\n" "fmla %[r0].4s, v2.4s, %[x0].s[0]\n" "ldr q2, [%[a_ptr], #0]\n" "subs %w[l], %w[l], #1\n" "fmla %[r1].4s, v3.4s, %[x0].s[0]\n" "ldr q3, [%[a_ptr], #16]\n" "fmla %[r2].4s, v4.4s, %[x0].s[0]\n" "ldr q4, [%[a_ptr], #32]\n" "fmla %[r3].4s, v5.4s, %[x0].s[0]\n" "ldr q5, [%[a_ptr], #48]\n" "fmla %[r4].4s, v6.4s, %[x0].s[0]\n" "ldr q6, [%[a_ptr], #64]\n" "fmla %[r5].4s, v7.4s, %[x0].s[0]\n" "ldr q7, [%[a_ptr], #80]\n" "fmla %[r6].4s, v8.4s, %[x0].s[0]\n" "ldr q8, [%[a_ptr], #96]\n" "fmla %[r7].4s, v9.4s, %[x0].s[0]\n" "ldr q9, [%[a_ptr], #112]\n" "ldr %s[x0], [%[x_ptr]]\n" "add %[a_ptr], %[a_ptr], #128\n" "add %[x_ptr], %[x_ptr], #4\n" "bne 1b\n" "2:\n" "fmla %[r0].4s, v2.4s, %[x0].s[0]\n" "fmla %[r1].4s, v3.4s, %[x0].s[0]\n" "fmla %[r2].4s, v4.4s, %[x0].s[0]\n" "fmla %[r3].4s, v5.4s, %[x0].s[0]\n" "fmla %[r4].4s, v6.4s, %[x0].s[0]\n" "fmla %[r5].4s, v7.4s, %[x0].s[0]\n" "fmla %[r6].4s, v8.4s, %[x0].s[0]\n" "fmla %[r7].4s, v9.4s, %[x0].s[0]\n" : [a_ptr] "+r"(a_ptr), [x_ptr] "+r"(x_ptr), [x0] "+w"(x0), [l] "+r"(l), [r0] "+w"(r0), [r1] "+w"(r1), [r2] "+w"(r2), [r3] "+w"(r3), [r4] "+w"(r4), [r5] "+w"(r5), [r6] "+w"(r6), [r7] "+w"(r7) : : "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "cc", "memory"); } if(l == 32) { // Fast path vst1q_f32(y_ptr, r0); vst1q_f32(y_ptr + 4, r1); vst1q_f32(y_ptr + 8, r2); vst1q_f32(y_ptr + 12, r3); vst1q_f32(y_ptr + 16, r4); vst1q_f32(y_ptr + 20, r5); vst1q_f32(y_ptr + 24, r6); vst1q_f32(y_ptr + 28, r7); } else { int vecs = l / 4; int oddbits = l % 4; if(oddbits) { // As above - slowest path deals with vectors plus odd bits float32x4_t oddvec; do { if(vecs == 0) { oddvec = r0; break; } vst1q_f32(y_ptr, r0); if(--vecs == 0) { oddvec = r1; break; } vst1q_f32(y_ptr + 4, r1); if(--vecs == 0) { oddvec = r2; break; } vst1q_f32(y_ptr + 8, r2); if(--vecs == 0) { oddvec = r3; break; } vst1q_f32(y_ptr + 12, r3); if(--vecs == 0) { oddvec = r4; break; } vst1q_f32(y_ptr + 16, r4); if(--vecs == 0) { oddvec = r5; break; } vst1q_f32(y_ptr + 20, r5); if(--vecs == 0) { oddvec = r6; break; } vst1q_f32(y_ptr + 24, r6); oddvec = r7; } while(0); float *oddbase = y_ptr + l - oddbits; switch(oddbits) { case 3: vst1q_lane_f32(oddbase + 2, oddvec, 2); // fall through case 2: vst1q_lane_f32(oddbase + 1, oddvec, 1); // fall through case 1: vst1q_lane_f32(oddbase, oddvec, 0); break; default: // oddbits must be 1, 2 or 3. UNREACHABLE("Impossible case in switch."); } } else { // As above - medium path deals with vectors only do { if(vecs == 0) { UNREACHABLE("vecs and oddbits can't both be 0"); } vst1q_f32(y_ptr, r0); if(--vecs == 0) { break; } vst1q_f32(y_ptr + 4, r1); if(--vecs == 0) { break; } vst1q_f32(y_ptr + 8, r2); if(--vecs == 0) { break; } vst1q_f32(y_ptr + 12, r3); if(--vecs == 0) { break; } vst1q_f32(y_ptr + 16, r4); if(--vecs == 0) { break; } vst1q_f32(y_ptr + 20, r5); if(--vecs == 0) { break; } vst1q_f32(y_ptr + 24, r6); } while(0); } } } } } // namespace arm_gemm #endif // aarch64