/* * 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. */ #pragma once // This should be possible on any AArch64 target, but some old compilers don't support __fp16 arguments. #if defined(__aarch64__) && defined(__ARM_FP16_ARGS) #include template <> inline void MergeResults<12, 8>(__fp16 *out, const float *in, int ldout, int y0, int ymax, int x0, int xmax, const __fp16 alpha, const __fp16 beta) { const float *inptr = in; prefetch_6x(inptr); prefetch_6x(inptr + 24); float32x4_t av = vdupq_n_f32(alpha); float32x4_t bv = vdupq_n_f32(beta); for(int y = y0; y < ymax; y += 8) { __fp16 *outptr0 = out + (y * ldout) + x0; __fp16 *outptr1 = outptr0 + ldout; __fp16 *outptr2 = outptr1 + ldout; __fp16 *outptr3 = outptr2 + ldout; __fp16 *outptr4 = outptr3 + ldout; __fp16 *outptr5 = outptr4 + ldout; __fp16 *outptr6 = outptr5 + ldout; __fp16 *outptr7 = outptr6 + ldout; prefetch_2x(outptr0); prefetch_2x(outptr1); prefetch_2x(outptr2); prefetch_2x(outptr3); prefetch_2x(outptr4); prefetch_2x(outptr5); prefetch_2x(outptr6); prefetch_2x(outptr7); for(int i = x0; i < xmax; i += 12) { __fp16 dummyres[12]; /* Make sure we throw away results if Y isn't a multiple of 8. * We do this by pointing the result pointer at a dummy buffer * we later discard. */ if((y + 7) >= ymax) { switch((y + 7) - ymax) { case 6: outptr1 = dummyres; case 5: outptr2 = dummyres; case 4: outptr3 = dummyres; case 3: outptr4 = dummyres; case 2: outptr5 = dummyres; case 1: outptr6 = dummyres; case 0: outptr7 = dummyres; break; default: UNREACHABLE("Impossible."); } } /* For ragged X, manually copy over the valid results. */ if((i + 11) >= xmax) { for(int xi = 0; xi < 12; xi++) { if((i + xi) < xmax) { *outptr0 = (alpha * inptr[xi]) + (*outptr0 * beta); outptr0++; *outptr1 = (alpha * inptr[xi + 12]) + (*outptr1 * beta); outptr1++; *outptr2 = (alpha * inptr[xi + 24]) + (*outptr2 * beta); outptr2++; *outptr3 = (alpha * inptr[xi + 36]) + (*outptr3 * beta); outptr3++; *outptr4 = (alpha * inptr[xi + 48]) + (*outptr4 * beta); outptr4++; *outptr5 = (alpha * inptr[xi + 60]) + (*outptr5 * beta); outptr5++; *outptr6 = (alpha * inptr[xi + 72]) + (*outptr6 * beta); outptr6++; *outptr7 = (alpha * inptr[xi + 84]) + (*outptr7 * beta); outptr7++; } } inptr += 96; } else { /* Optimized routine to copy an entire block */ __asm __volatile( // Rows 0-1 "LDR q16, [%[outptr0]]\n" "FCVTL2 v17.4s, v16.8h\n" "LDR d18, [%[outptr0], #16]\n" "FCVTL v16.4s, v16.4h\n" "LDR q19, [%[outptr1]]\n" "FMUL v17.4s, v17.4s, %[bv].4s\n" "LDR d21, [%[outptr1], #16]\n" "FMUL v16.4s, v16.4s, %[bv].4s\n" "LDP q0, q1, [%[inptr]]\n" "FCVTL v18.4s, v18.4h\n" "LDP q2, q3, [%[inptr], #32]\n" "FCVTL2 v20.4s, v19.8h\n" "LDP q4, q5, [%[inptr], #64]\n" "FCVTL v19.4s, v19.4h\n" ASM_PREFETCH("[%[inptr], #768]") "FCVTL v21.4s, v21.4h\n" ASM_PREFETCH("[%[inptr], #832]") "FMUL v18.4s, v18.4s, %[bv].4s\n" ASM_PREFETCH("[%[inptr], #896]") "FMUL v20.4s, v20.4s, %[bv].4s\n" ASM_PREFETCH("[%[inptr], #960]") "FMUL v19.4s, v19.4s, %[bv].4s\n" "FMUL v21.4s, v21.4s, %[bv].4s\n" "FMLA v16.4s, v0.4s, %[av].4s\n" "FMLA v17.4s, v1.4s, %[av].4s\n" "FCVTN v16.4h, v16.4s\n" "FCVTN2 v16.8h, v17.4s\n" "FMLA v18.4s, v2.4s, %[av].4s\n" "STR q16, [%[outptr0]], #16\n" "FCVTN v18.4h, v18.4s\n" "STR d18, [%[outptr0]], #8\n" "FMLA v19.4s, v3.4s, %[av].4s\n" "FMLA v20.4s, v4.4s, %[av].4s\n" "FCVTN v19.4h, v19.4s\n" "FCVTN2 v19.8h, v20.4s\n" "STR q19, [%[outptr1]], #16\n" "FMLA v21.4s, v5.4s, %[av].4s\n" "FCVTN v21.4h, v21.4s\n" "STR d21, [%[outptr1]], #8\n" // Rows 2-3 "LDR q16, [%[outptr2]]\n" "FCVTL2 v17.4s, v16.8h\n" "LDR d18, [%[outptr2], #16]\n" "FCVTL v16.4s, v16.4h\n" "LDR q19, [%[outptr3]]\n" "FMUL v17.4s, v17.4s, %[bv].4s\n" "LDR d21, [%[outptr3], #16]\n" "FMUL v16.4s, v16.4s, %[bv].4s\n" "LDP q0, q1, [%[inptr], #96]\n" "FCVTL v18.4s, v18.4h\n" "LDP q2, q3, [%[inptr], #128]\n" "FCVTL2 v20.4s, v19.8h\n" "LDP q4, q5, [%[inptr], #160]\n" "FCVTL v19.4s, v19.4h\n" ASM_PREFETCH("[%[inptr], #1024]") "FCVTL v21.4s, v21.4h\n" ASM_PREFETCH("[%[inptr], #1088]") "FMUL v18.4s, v18.4s, %[bv].4s\n" ASM_PREFETCH("[%[outptr0], #64]") "FMUL v20.4s, v20.4s, %[bv].4s\n" ASM_PREFETCH("[%[outptr1], #64]") "FMUL v19.4s, v19.4s, %[bv].4s\n" "FMUL v21.4s, v21.4s, %[bv].4s\n" "FMLA v16.4s, v0.4s, %[av].4s\n" "FMLA v17.4s, v1.4s, %[av].4s\n" "FCVTN v16.4h, v16.4s\n" "FCVTN2 v16.8h, v17.4s\n" "FMLA v18.4s, v2.4s, %[av].4s\n" "STR q16, [%[outptr2]], #16\n" "FCVTN v18.4h, v18.4s\n" "STR d18, [%[outptr2]], #8\n" "FMLA v19.4s, v3.4s, %[av].4s\n" "FMLA v20.4s, v4.4s, %[av].4s\n" "FCVTN v19.4h, v19.4s\n" "FCVTN2 v19.8h, v20.4s\n" "STR q19, [%[outptr3]], #16\n" "FMLA v21.4s, v5.4s, %[av].4s\n" "FCVTN v21.4h, v21.4s\n" "STR d21, [%[outptr3]], #8\n" // Rows 4-5 "LDR q16, [%[outptr4]]\n" "FCVTL2 v17.4s, v16.8h\n" "LDR d18, [%[outptr4], #16]\n" "FCVTL v16.4s, v16.4h\n" "LDR q19, [%[outptr5]]\n" "FMUL v17.4s, v17.4s, %[bv].4s\n" "LDR d21, [%[outptr5], #16]\n" "FMUL v16.4s, v16.4s, %[bv].4s\n" "LDP q0, q1, [%[inptr], #192]\n" "FCVTL v18.4s, v18.4h\n" "LDP q2, q3, [%[inptr], #224]\n" "FCVTL2 v20.4s, v19.8h\n" "LDP q4, q5, [%[inptr], #256]\n" "FCVTL v19.4s, v19.4h\n" ASM_PREFETCH("[%[outptr2], #64]") "FCVTL v21.4s, v21.4h\n" ASM_PREFETCH("[%[outptr3], #64]") "FMUL v18.4s, v18.4s, %[bv].4s\n" ASM_PREFETCH("[%[outptr4], #88]") "FMUL v20.4s, v20.4s, %[bv].4s\n" "FMUL v19.4s, v19.4s, %[bv].4s\n" "FMUL v21.4s, v21.4s, %[bv].4s\n" "FMLA v16.4s, v0.4s, %[av].4s\n" "FMLA v17.4s, v1.4s, %[av].4s\n" "FCVTN v16.4h, v16.4s\n" "FCVTN2 v16.8h, v17.4s\n" "FMLA v18.4s, v2.4s, %[av].4s\n" "STR q16, [%[outptr4]], #16\n" "FCVTN v18.4h, v18.4s\n" "STR d18, [%[outptr4]], #8\n" "FMLA v19.4s, v3.4s, %[av].4s\n" "FMLA v20.4s, v4.4s, %[av].4s\n" "FCVTN v19.4h, v19.4s\n" "FCVTN2 v19.8h, v20.4s\n" "STR q19, [%[outptr5]], #16\n" "FMLA v21.4s, v5.4s, %[av].4s\n" "FCVTN v21.4h, v21.4s\n" "STR d21, [%[outptr5]], #8\n" // Rows 6-7 "LDR q16, [%[outptr6]]\n" "FCVTL2 v17.4s, v16.8h\n" "LDR d18, [%[outptr6], #16]\n" "FCVTL v16.4s, v16.4h\n" "LDR q19, [%[outptr7]]\n" "FMUL v17.4s, v17.4s, %[bv].4s\n" "LDR d21, [%[outptr7], #16]\n" "FMUL v16.4s, v16.4s, %[bv].4s\n" "LDP q0, q1, [%[inptr], #288]\n" "FCVTL v18.4s, v18.4h\n" "LDP q2, q3, [%[inptr], #320]\n" "FCVTL2 v20.4s, v19.8h\n" "LDP q4, q5, [%[inptr], #352]\n" "FCVTL v19.4s, v19.4h\n" ASM_PREFETCH("[%[outptr5], #64]") "FCVTL v21.4s, v21.4h\n" ASM_PREFETCH("[%[outptr6], #88]") "FMUL v18.4s, v18.4s, %[bv].4s\n" ASM_PREFETCH("[%[outptr7], #88]") "FMUL v20.4s, v20.4s, %[bv].4s\n" "FMUL v19.4s, v19.4s, %[bv].4s\n" "FMUL v21.4s, v21.4s, %[bv].4s\n" "FMLA v16.4s, v0.4s, %[av].4s\n" "FMLA v17.4s, v1.4s, %[av].4s\n" "FCVTN v16.4h, v16.4s\n" "FCVTN2 v16.8h, v17.4s\n" "FMLA v18.4s, v2.4s, %[av].4s\n" "STR q16, [%[outptr6]], #16\n" "FCVTN v18.4h, v18.4s\n" "STR d18, [%[outptr6]], #8\n" "FMLA v19.4s, v3.4s, %[av].4s\n" "FMLA v20.4s, v4.4s, %[av].4s\n" "FCVTN v19.4h, v19.4s\n" "FCVTN2 v19.8h, v20.4s\n" "STR q19, [%[outptr7]], #16\n" "FMLA v21.4s, v5.4s, %[av].4s\n" "FCVTN v21.4h, v21.4s\n" "STR d21, [%[outptr7]], #8\n" "ADD %[inptr], %[inptr], #384\n" : [outptr0] "+r"(outptr0), [outptr1] "+r"(outptr1), [outptr2] "+r"(outptr2), [outptr3] "+r"(outptr3), [outptr4] "+r"(outptr4), [outptr5] "+r"(outptr5), [outptr6] "+r"(outptr6), [outptr7] "+r"(outptr7), [inptr] "+r"(inptr) : [av] "w"(av), [bv] "w"(bv) : "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v16", "v17", "v18", "v19", "v20", "v21"); } } } } #endif // __aarch64__ && __ARM_FP16_ARGS