| /* |
| * 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 |
| |
| // AArch64 only, and either the FP16_KERNELS option set or the target explicitly supports FP16 vectors. |
| #if defined(__aarch64__) && (defined(FP16_KERNELS) || defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)) |
| |
| template<> |
| inline void MergeResults<24, 8>(__fp16 *out, const __fp16 *in, const int ldout, const int y0, const int ymax, |
| const int x0, const int xmax, const __fp16 alpha, const __fp16 beta) { |
| const __fp16 *inptr = in; |
| prefetch_6x(inptr); |
| prefetch_6x(inptr + 48); |
| |
| float16x8_t va = vdupq_n_f16(alpha); |
| float16x8_t vb = vdupq_n_f16(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+=24) { |
| __fp16 dummyres[24]; |
| |
| /* 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; |
| // fall through |
| case 5: |
| outptr2 = dummyres; |
| // fall through |
| case 4: |
| outptr3 = dummyres; |
| // fall through |
| case 3: |
| outptr4 = dummyres; |
| // fall through |
| case 2: |
| outptr5 = dummyres; |
| // fall through |
| case 1: |
| outptr6 = dummyres; |
| // fall through |
| case 0: |
| outptr7 = dummyres; |
| break; |
| |
| default: |
| UNREACHABLE("Impossible."); |
| |
| } |
| } |
| |
| if (beta == (__fp16)0.0f) { |
| /* If beta===0, don't read the output. */ |
| |
| /* For ragged X, manually copy over the valid results. */ |
| if ((i+23) >= xmax) { |
| for (int xi=0; xi<24; xi++) { |
| if ((i+xi) < xmax) { |
| *outptr0 = (alpha * inptr[xi]); |
| outptr0++; |
| *outptr1 = (alpha * inptr[xi + 24]); |
| outptr1++; |
| *outptr2 = (alpha * inptr[xi + 48]); |
| outptr2++; |
| *outptr3 = (alpha * inptr[xi + 72]); |
| outptr3++; |
| *outptr4 = (alpha * inptr[xi + 96]); |
| outptr4++; |
| *outptr5 = (alpha * inptr[xi + 120]); |
| outptr5++; |
| *outptr6 = (alpha * inptr[xi + 144]); |
| outptr6++; |
| *outptr7 = (alpha * inptr[xi + 168]); |
| outptr7++; |
| } |
| } |
| inptr += 192; |
| } else { |
| /* Optimized routine to copy an entire block */ |
| __asm __volatile ( |
| #ifndef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| ".arch armv8.2-a+fp16\n" |
| #endif |
| // Rows 0-1 |
| ASM_PREFETCH("[%[inptr], #768]") |
| "LDP q0, q1, [%[inptr]]\n" |
| "LDP q2, q3, [%[inptr], #32]\n" |
| "LDP q4, q5, [%[inptr], #64]\n" |
| "FMUL v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[inptr], #832]") |
| "FMUL v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr0]], #32\n" |
| "FMUL v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr0]], #16\n" |
| "FMUL v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[inptr], #896]") |
| "FMUL v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr1]], #32\n" |
| "FMUL v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr1]], #16\n" |
| ASM_PREFETCH("[%[inptr], #960]") |
| |
| // Rows 2-3 |
| ASM_PREFETCH("[%[inptr], #1024]") |
| "LDP q0, q1, [%[inptr], #96]\n" |
| "LDP q2, q3, [%[inptr], #128]\n" |
| "LDP q4, q5, [%[inptr], #160]\n" |
| "FMUL v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[inptr], #1088]") |
| "FMUL v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr2]], #32\n" |
| "FMUL v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr2]], #16\n" |
| "FMUL v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr0], #80]") |
| "FMUL v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr3]], #32\n" |
| "FMUL v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr3]], #16\n" |
| ASM_PREFETCH("[%[outptr1], #80]") |
| |
| // Rows 4-5 |
| ASM_PREFETCH("[%[outptr2], #80]") |
| "LDP q0, q1, [%[inptr], #192]\n" |
| "LDP q2, q3, [%[inptr], #224]\n" |
| "LDP q4, q5, [%[inptr], #256]\n" |
| "FMUL v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr3], #80]") |
| "FMUL v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr4]], #32\n" |
| "FMUL v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr4]], #16\n" |
| "FMUL v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr4], #80]") |
| "FMUL v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr5]], #32\n" |
| "FMUL v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr5]], #16\n" |
| |
| // Rows 6-7 |
| ASM_PREFETCH("[%[outptr5], #80]") |
| "LDP q0, q1, [%[inptr], #288]\n" |
| "LDP q2, q3, [%[inptr], #320]\n" |
| "LDP q4, q5, [%[inptr], #352]\n" |
| "FMUL v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr6], #128]") |
| "FMUL v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr6]], #32\n" |
| "FMUL v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr6]], #16\n" |
| "FMUL v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr7], #128]") |
| "FMUL v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr7]], #32\n" |
| "FMUL v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr7]], #16\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) |
| : [va] "w" (va), [vb] "w" (vb) |
| : "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v16", "v17", "v18", "v19", "v20", "v21" |
| ); |
| } |
| } else { |
| /* For ragged X, manually copy over the valid results. */ |
| if ((i+23) >= xmax) { |
| for (int xi=0; xi<24; xi++) { |
| if ((i+xi) < xmax) { |
| *outptr0 = (alpha * inptr[xi]) + (*outptr0 * beta); |
| outptr0++; |
| *outptr1 = (alpha * inptr[xi + 24]) + (*outptr1 * beta); |
| outptr1++; |
| *outptr2 = (alpha * inptr[xi + 48]) + (*outptr2 * beta); |
| outptr2++; |
| *outptr3 = (alpha * inptr[xi + 72]) + (*outptr3 * beta); |
| outptr3++; |
| *outptr4 = (alpha * inptr[xi + 96]) + (*outptr4 * beta); |
| outptr4++; |
| *outptr5 = (alpha * inptr[xi + 120]) + (*outptr5 * beta); |
| outptr5++; |
| *outptr6 = (alpha * inptr[xi + 144]) + (*outptr6 * beta); |
| outptr6++; |
| *outptr7 = (alpha * inptr[xi + 168]) + (*outptr7 * beta); |
| outptr7++; |
| } |
| } |
| inptr += 192; |
| } else { |
| /* Optimized routine to copy an entire block */ |
| __asm __volatile ( |
| #ifndef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC |
| ".arch armv8.2-a+fp16\n" |
| #endif |
| // Rows 0-1 |
| "LDP q16, q17, [%[outptr0]]\n" |
| "FMUL v16.8h, v16.8h, %[vb].8h\n" |
| "LDR q18, [%[outptr0], #32]\n" |
| "FMUL v17.8h, v17.8h, %[vb].8h\n" |
| "LDP q19, q20, [%[outptr1]]\n" |
| "FMUL v18.8h, v18.8h, %[vb].8h\n" |
| ASM_PREFETCH("[%[inptr], #768]") |
| "LDR q21, [%[outptr1], #32]\n" |
| "FMUL v19.8h, v19.8h, %[vb].8h\n" |
| "LDP q0, q1, [%[inptr]]\n" |
| "FMUL v20.8h, v20.8h, %[vb].8h\n" |
| "LDP q2, q3, [%[inptr], #32]\n" |
| "FMUL v21.8h, v21.8h, %[vb].8h\n" |
| "LDP q4, q5, [%[inptr], #64]\n" |
| "FMLA v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[inptr], #832]") |
| "FMLA v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr0]], #32\n" |
| "FMLA v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr0]], #16\n" |
| "FMLA v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[inptr], #896]") |
| "FMLA v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr1]], #32\n" |
| "FMLA v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr1]], #16\n" |
| ASM_PREFETCH("[%[inptr], #960]") |
| |
| // Rows 2-3 |
| "LDP q16, q17, [%[outptr2]]\n" |
| "FMUL v16.8h, v16.8h, %[vb].8h\n" |
| "LDR q18, [%[outptr2], #32]\n" |
| "FMUL v17.8h, v17.8h, %[vb].8h\n" |
| "LDP q19, q20, [%[outptr3]]\n" |
| "FMUL v18.8h, v18.8h, %[vb].8h\n" |
| ASM_PREFETCH("[%[inptr], #1024]") |
| "LDR q21, [%[outptr3], #32]\n" |
| "FMUL v19.8h, v19.8h, %[vb].8h\n" |
| "LDP q0, q1, [%[inptr], #96]\n" |
| "FMUL v20.8h, v20.8h, %[vb].8h\n" |
| "LDP q2, q3, [%[inptr], #128]\n" |
| "FMUL v21.8h, v21.8h, %[vb].8h\n" |
| "LDP q4, q5, [%[inptr], #160]\n" |
| "FMLA v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[inptr], #1088]") |
| "FMLA v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr2]], #32\n" |
| "FMLA v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr2]], #16\n" |
| "FMLA v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr0], #80]") |
| "FMLA v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr3]], #32\n" |
| "FMLA v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr3]], #16\n" |
| ASM_PREFETCH("[%[outptr1], #80]") |
| |
| // Rows 4-5 |
| "LDP q16, q17, [%[outptr4]]\n" |
| "FMUL v16.8h, v16.8h, %[vb].8h\n" |
| "LDR q18, [%[outptr4], #32]\n" |
| "FMUL v17.8h, v17.8h, %[vb].8h\n" |
| "LDP q19, q20, [%[outptr5]]\n" |
| "FMUL v18.8h, v18.8h, %[vb].8h\n" |
| ASM_PREFETCH("[%[outptr2], #80]") |
| "LDR q21, [%[outptr5], #32]\n" |
| "FMUL v19.8h, v19.8h, %[vb].8h\n" |
| "LDP q0, q1, [%[inptr], #192]\n" |
| "FMUL v20.8h, v20.8h, %[vb].8h\n" |
| "LDP q2, q3, [%[inptr], #224]\n" |
| "FMUL v21.8h, v21.8h, %[vb].8h\n" |
| "LDP q4, q5, [%[inptr], #256]\n" |
| "FMLA v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr3], #80]") |
| "FMLA v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr4]], #32\n" |
| "FMLA v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr4]], #16\n" |
| "FMLA v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr4], #80]") |
| "FMLA v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr5]], #32\n" |
| "FMLA v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr5]], #16\n" |
| |
| // Rows 6-7 |
| "LDP q16, q17, [%[outptr6]]\n" |
| "FMUL v16.8h, v16.8h, %[vb].8h\n" |
| "LDR q18, [%[outptr6], #32]\n" |
| "FMUL v17.8h, v17.8h, %[vb].8h\n" |
| "LDP q19, q20, [%[outptr7]]\n" |
| ASM_PREFETCH("[%[outptr5], #80]") |
| "FMUL v18.8h, v18.8h, %[vb].8h\n" |
| "LDR q21, [%[outptr7], #32]\n" |
| "FMUL v19.8h, v19.8h, %[vb].8h\n" |
| "LDP q0, q1, [%[inptr], #288]\n" |
| "FMUL v20.8h, v20.8h, %[vb].8h\n" |
| "LDP q2, q3, [%[inptr], #320]\n" |
| "FMUL v21.8h, v21.8h, %[vb].8h\n" |
| "LDP q4, q5, [%[inptr], #352]\n" |
| "FMLA v16.8h, v0.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr6], #128]") |
| "FMLA v17.8h, v1.8h, %[va].8h\n" |
| "STP q16, q17, [%[outptr6]], #32\n" |
| "FMLA v18.8h, v2.8h, %[va].8h\n" |
| "STR q18, [%[outptr6]], #16\n" |
| "FMLA v19.8h, v3.8h, %[va].8h\n" |
| ASM_PREFETCH("[%[outptr7], #128]") |
| "FMLA v20.8h, v4.8h, %[va].8h\n" |
| "STP q19, q20, [%[outptr7]], #32\n" |
| "FMLA v21.8h, v5.8h, %[va].8h\n" |
| "STR q21, [%[outptr7]], #16\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) |
| : [va] "w" (va), [vb] "w" (vb) |
| : "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v16", "v17", "v18", "v19", "v20", "v21" |
| ); |
| } |
| } |
| } |
| } |
| } |
| |
| #endif // __aarch64__ && (FP16_KERNELS || __ARM_FEATURE_FP16_VECTOR_ARITHMETIC) |