| /* |
| * Copyright (c) 2021 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 |
| |
| #ifdef __aarch64__ |
| |
| namespace { |
| |
| void a64_transpose_interleave_32_2x2(uint16_t *out, const uint16_t *in, size_t width, size_t in_stride, size_t height) |
| { |
| uint16_t *pad_row = reinterpret_cast<uint16_t *>(alloca(width * sizeof(uint16_t))); |
| |
| if (height % 2) { |
| memset(pad_row, 0, width * sizeof(uint16_t)); |
| } |
| |
| size_t out_stride = 32 * roundup<size_t>(height, 2) * sizeof(uint16_t); |
| |
| __asm__ __volatile__( |
| "cmp %x[height], #0x4\n" |
| "blt 12f\n" |
| "1:" // Main row loop: Head |
| "mov x24, %x[in]\n" |
| "mov x23, %x[width]\n" |
| "add x22, x24, %x[in_stride]\n" |
| "add x21, x22, %x[in_stride]\n" |
| "add x19, x21, %x[in_stride]\n" |
| "cmp x23, #0x40\n" |
| "add %x[in], x19, %x[in_stride]\n" |
| "mov x20, %x[out]\n" |
| "sub %x[height], %x[height], #0x4\n" |
| "blt 3f\n" |
| "2:" // Main row loop: Unroll column loop |
| "ldr q14, [x24], #0x10\n" |
| "ldr q10, [x22], #0x10\n" |
| "sub x23, x23, #0x40\n" |
| "zip1 v12.8h, v14.8h, v10.8h\n" |
| "ldr q5, [x21], #0x10\n" |
| "ldr q3, [x19], #0x10\n" |
| "zip2 v31.8h, v14.8h, v10.8h\n" |
| "zip1 v19.8h, v5.8h, v3.8h\n" |
| "ldr q27, [x24], #0x10\n" |
| "ldr q25, [x22], #0x10\n" |
| "zip1 v11.8h, v27.8h, v25.8h\n" |
| "zip2 v24.8h, v27.8h, v25.8h\n" |
| "ldr q6, [x21], #0x10\n" |
| "ldr q29, [x19], #0x10\n" |
| "zip2 v15.8h, v5.8h, v3.8h\n" |
| "zip1 v18.8h, v6.8h, v29.8h\n" |
| "ldr q17, [x24], #0x10\n" |
| "ldr q9, [x22], #0x10\n" |
| "zip1 v0.8h, v17.8h, v9.8h\n" |
| "zip2 v9.8h, v17.8h, v9.8h\n" |
| "ldr q21, [x21], #0x10\n" |
| "ldr q20, [x19], #0x10\n" |
| "zip2 v8.8h, v6.8h, v29.8h\n" |
| "zip1 v30.8h, v21.8h, v20.8h\n" |
| "ldr q17, [x24], #0x10\n" |
| "ldr q5, [x22], #0x10\n" |
| "zip1 v13.8h, v17.8h, v5.8h\n" |
| "zip2 v25.8h, v17.8h, v5.8h\n" |
| "ldr q7, [x21], #0x10\n" |
| "ldr q29, [x19], #0x10\n" |
| "zip2 v27.8h, v21.8h, v20.8h\n" |
| "zip1 v14.8h, v7.8h, v29.8h\n" |
| "ldr q28, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "zip2 v1.8h, v7.8h, v29.8h\n" |
| "cmp x23, #0x40\n" |
| "ldr q10, [x21], #0x10\n" |
| "ldr q21, [x19], #0x10\n" |
| "zip1 v16.8h, v28.8h, v17.8h\n" |
| "zip2 v17.8h, v28.8h, v17.8h\n" |
| "ldr q5, [x24], #0x10\n" |
| "ldr q20, [x22], #0x10\n" |
| "zip1 v3.8h, v5.8h, v20.8h\n" |
| "zip2 v7.8h, v5.8h, v20.8h\n" |
| "ldr q22, [x21], #0x10\n" |
| "ldr q29, [x19], #0x10\n" |
| "zip1 v2.8h, v10.8h, v21.8h\n" |
| "zip2 v5.8h, v10.8h, v21.8h\n" |
| "ldr q21, [x24], #0x10\n" |
| "ldr q20, [x22], #0x10\n" |
| "zip1 v4.8h, v21.8h, v20.8h\n" |
| "zip2 v28.8h, v21.8h, v20.8h\n" |
| "ldr q6, [x21], #0x10\n" |
| "ldr q10, [x19], #0x10\n" |
| "zip1 v26.8h, v22.8h, v29.8h\n" |
| "zip2 v20.8h, v22.8h, v29.8h\n" |
| "ldr q29, [x24], #0x10\n" |
| "ldr q23, [x22], #0x10\n" |
| "zip1 v21.8h, v29.8h, v23.8h\n" |
| "zip2 v23.8h, v29.8h, v23.8h\n" |
| "ldr q22, [x21], #0x10\n" |
| "ldr q29, [x19], #0x10\n" |
| "str q12, [x20, #0x0]\n" |
| "zip1 v12.8h, v6.8h, v10.8h\n" |
| "str q31, [x20, #0x10]\n" |
| "zip2 v6.8h, v6.8h, v10.8h\n" |
| "zip1 v31.8h, v22.8h, v29.8h\n" |
| "str q11, [x20, #0x20]\n" |
| "zip2 v11.8h, v22.8h, v29.8h\n" |
| "str q24, [x20, #0x30]\n" |
| "str q0, [x20, #0x40]\n" |
| "str q9, [x20, #0x50]\n" |
| "str q13, [x20, #0x60]\n" |
| "str q25, [x20, #0x70]\n" |
| "str q19, [x20, #0x80]\n" |
| "str q15, [x20, #0x90]\n" |
| "str q18, [x20, #0xa0]\n" |
| "str q8, [x20, #0xb0]\n" |
| "str q30, [x20, #0xc0]\n" |
| "str q27, [x20, #0xd0]\n" |
| "str q14, [x20, #0xe0]\n" |
| "str q1, [x20, #0xf0]\n" |
| "add x20, x20, %x[out_stride]\n" |
| "str q16, [x20, #0x0]\n" |
| "str q17, [x20, #0x10]\n" |
| "str q3, [x20, #0x20]\n" |
| "str q7, [x20, #0x30]\n" |
| "str q4, [x20, #0x40]\n" |
| "str q28, [x20, #0x50]\n" |
| "str q21, [x20, #0x60]\n" |
| "str q23, [x20, #0x70]\n" |
| "str q2, [x20, #0x80]\n" |
| "str q5, [x20, #0x90]\n" |
| "str q26, [x20, #0xa0]\n" |
| "str q20, [x20, #0xb0]\n" |
| "str q12, [x20, #0xc0]\n" |
| "str q6, [x20, #0xd0]\n" |
| "str q31, [x20, #0xe0]\n" |
| "str q11, [x20, #0xf0]\n" |
| "add x20, x20, %x[out_stride]\n" |
| "bge 2b\n" |
| "3:" // Main row loop: Unroll column loop skip |
| "cmp x23, #0x20\n" |
| "blt 5f\n" |
| "4:" // Main row loop: Column loop |
| "ldr q17, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "sub x23, x23, #0x20\n" |
| "cmp x23, #0x20\n" |
| "ldr q21, [x21], #0x10\n" |
| "ldr q18, [x19], #0x10\n" |
| "zip1 v1.8h, v17.8h, v16.8h\n" |
| "zip2 v0.8h, v17.8h, v16.8h\n" |
| "ldr q17, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v31.8h, v17.8h, v16.8h\n" |
| "zip2 v30.8h, v17.8h, v16.8h\n" |
| "ldr q20, [x21], #0x10\n" |
| "ldr q19, [x19], #0x10\n" |
| "zip1 v29.8h, v21.8h, v18.8h\n" |
| "zip2 v28.8h, v21.8h, v18.8h\n" |
| "ldr q17, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v27.8h, v17.8h, v16.8h\n" |
| "zip2 v26.8h, v17.8h, v16.8h\n" |
| "ldr q25, [x21], #0x10\n" |
| "ldr q18, [x19], #0x10\n" |
| "zip1 v24.8h, v20.8h, v19.8h\n" |
| "zip2 v23.8h, v20.8h, v19.8h\n" |
| "ldr q17, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v22.8h, v17.8h, v16.8h\n" |
| "zip2 v21.8h, v17.8h, v16.8h\n" |
| "ldr q20, [x21], #0x10\n" |
| "ldr q16, [x19], #0x10\n" |
| "zip1 v19.8h, v25.8h, v18.8h\n" |
| "zip2 v18.8h, v25.8h, v18.8h\n" |
| "zip1 v17.8h, v20.8h, v16.8h\n" |
| "zip2 v16.8h, v20.8h, v16.8h\n" |
| "str q1, [x20, #0x0]\n" |
| "str q0, [x20, #0x10]\n" |
| "str q31, [x20, #0x20]\n" |
| "str q30, [x20, #0x30]\n" |
| "str q27, [x20, #0x40]\n" |
| "str q26, [x20, #0x50]\n" |
| "str q22, [x20, #0x60]\n" |
| "str q21, [x20, #0x70]\n" |
| "str q29, [x20, #0x80]\n" |
| "str q28, [x20, #0x90]\n" |
| "str q24, [x20, #0xa0]\n" |
| "str q23, [x20, #0xb0]\n" |
| "str q19, [x20, #0xc0]\n" |
| "str q18, [x20, #0xd0]\n" |
| "str q17, [x20, #0xe0]\n" |
| "str q16, [x20, #0xf0]\n" |
| "add x20, x20, %x[out_stride]\n" |
| "bge 4b\n" |
| "5:" // Main row loop: Column loop skip |
| "cmp x23, #0x10\n" |
| "blt 7f\n" |
| "6:" // Main row loop: width 16 loop: loop |
| "ldr q17, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "sub x23, x23, #0x10\n" |
| "cmp x23, #0x10\n" |
| "ldr q24, [x21], #0x10\n" |
| "ldr q23, [x19], #0x10\n" |
| "zip1 v19.8h, v17.8h, v16.8h\n" |
| "zip2 v18.8h, v17.8h, v16.8h\n" |
| "ldr q17, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v22.8h, v17.8h, v16.8h\n" |
| "zip2 v21.8h, v17.8h, v16.8h\n" |
| "ldr q20, [x21], #0x10\n" |
| "ldr q16, [x19], #0x10\n" |
| "str q19, [x20, #0x0]\n" |
| "zip1 v19.8h, v24.8h, v23.8h\n" |
| "str q18, [x20, #0x10]\n" |
| "zip2 v18.8h, v24.8h, v23.8h\n" |
| "zip1 v17.8h, v20.8h, v16.8h\n" |
| "str q22, [x20, #0x20]\n" |
| "zip2 v16.8h, v20.8h, v16.8h\n" |
| "str q21, [x20, #0x30]\n" |
| "str q19, [x20, #0x80]\n" |
| "str q18, [x20, #0x90]\n" |
| "str q17, [x20, #0xa0]\n" |
| "str q16, [x20, #0xb0]\n" |
| "add x20, x20, #0x40\n" |
| "bge 6b\n" |
| "7:" // Main row loop: width 16 loop: skip |
| "cmp x23, #0x4\n" |
| "blt 9f\n" |
| "8:" // Main row loop: width 4 loop: loop |
| "ldr d19, [x24], #0x8\n" |
| "ldr d16, [x22], #0x8\n" |
| "sub x23, x23, #0x4\n" |
| "cmp x23, #0x4\n" |
| "ldr d18, [x21], #0x8\n" |
| "ldr d17, [x19], #0x8\n" |
| "zip1 v16.8h, v19.8h, v16.8h\n" |
| "str q16, [x20, #0x0]\n" |
| "zip1 v16.8h, v18.8h, v17.8h\n" |
| "str q16, [x20, #0x80]\n" |
| "add x20, x20, #0x10\n" |
| "bge 8b\n" |
| "9:" // Main row loop: width 4 loop: skip |
| "cmp x23, #0x1\n" |
| "blt 11f\n" |
| "10:" // Main row loop: width 1 loop: loop |
| "ldr h19, [x24], #0x2\n" |
| "ldr h16, [x22], #0x2\n" |
| "sub x23, x23, #0x1\n" |
| "cmp x23, #0x1\n" |
| "ldr h18, [x21], #0x2\n" |
| "ldr h17, [x19], #0x2\n" |
| "zip1 v16.8h, v19.8h, v16.8h\n" |
| "str s16, [x20, #0x0]\n" |
| "zip1 v16.8h, v18.8h, v17.8h\n" |
| "str s16, [x20, #0x80]\n" |
| "add x20, x20, #0x4\n" |
| "bge 10b\n" |
| "11:" // Main row loop: width 1 loop: skip |
| "cmp %x[height], #0x4\n" |
| "add %x[out], %x[out], #0x100\n" |
| "bge 1b\n" |
| "cbz %x[height], 24f\n" |
| "12:" // Main loop skip |
| |
| "13:" // Tail row loop: Head |
| "mov x24, %x[in]\n" |
| "mov x19, %x[width]\n" |
| "add x22, x24, %x[in_stride]\n" |
| "cmp %x[height], #0x1\n" |
| "add %x[in], x22, %x[in_stride]\n" |
| "csel x22, x22, %x[pad_row], GT\n" |
| "cmp x19, #0x40\n" |
| "mov x20, %x[out]\n" |
| "sub %x[height], %x[height], #0x2\n" |
| "blt 15f\n" |
| "14:" // Tail row loop: Unroll column loop |
| "ldr q18, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "sub x19, x19, #0x40\n" |
| "zip1 v0.8h, v18.8h, v17.8h\n" |
| "ldr q19, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip2 v31.8h, v18.8h, v17.8h\n" |
| "zip1 v30.8h, v19.8h, v16.8h\n" |
| "ldr q18, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "zip2 v29.8h, v19.8h, v16.8h\n" |
| "zip1 v28.8h, v18.8h, v17.8h\n" |
| "ldr q19, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip2 v27.8h, v18.8h, v17.8h\n" |
| "zip1 v26.8h, v19.8h, v16.8h\n" |
| "ldr q18, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "zip2 v25.8h, v19.8h, v16.8h\n" |
| "cmp x19, #0x40\n" |
| "ldr q19, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v24.8h, v18.8h, v17.8h\n" |
| "zip2 v23.8h, v18.8h, v17.8h\n" |
| "ldr q18, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "zip1 v22.8h, v19.8h, v16.8h\n" |
| "zip2 v21.8h, v19.8h, v16.8h\n" |
| "ldr q20, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "str q0, [x20, #0x0]\n" |
| "zip1 v19.8h, v18.8h, v17.8h\n" |
| "str q31, [x20, #0x10]\n" |
| "zip2 v18.8h, v18.8h, v17.8h\n" |
| "zip1 v17.8h, v20.8h, v16.8h\n" |
| "str q30, [x20, #0x20]\n" |
| "zip2 v16.8h, v20.8h, v16.8h\n" |
| "str q29, [x20, #0x30]\n" |
| "str q28, [x20, #0x40]\n" |
| "str q27, [x20, #0x50]\n" |
| "str q26, [x20, #0x60]\n" |
| "str q25, [x20, #0x70]\n" |
| "add x20, x20, %x[out_stride]\n" |
| "str q24, [x20, #0x0]\n" |
| "str q23, [x20, #0x10]\n" |
| "str q22, [x20, #0x20]\n" |
| "str q21, [x20, #0x30]\n" |
| "str q19, [x20, #0x40]\n" |
| "str q18, [x20, #0x50]\n" |
| "str q17, [x20, #0x60]\n" |
| "str q16, [x20, #0x70]\n" |
| "add x20, x20, %x[out_stride]\n" |
| "bge 14b\n" |
| "15:" // Tail row loop: Unroll column loop skip |
| "cmp x19, #0x20\n" |
| "blt 17f\n" |
| "16:" // Tail row loop: Column loop |
| "ldr q18, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "sub x19, x19, #0x20\n" |
| "cmp x19, #0x20\n" |
| "ldr q19, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v24.8h, v18.8h, v17.8h\n" |
| "zip2 v23.8h, v18.8h, v17.8h\n" |
| "ldr q18, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "zip1 v22.8h, v19.8h, v16.8h\n" |
| "zip2 v21.8h, v19.8h, v16.8h\n" |
| "ldr q20, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v19.8h, v18.8h, v17.8h\n" |
| "zip2 v18.8h, v18.8h, v17.8h\n" |
| "zip1 v17.8h, v20.8h, v16.8h\n" |
| "zip2 v16.8h, v20.8h, v16.8h\n" |
| "str q24, [x20, #0x0]\n" |
| "str q23, [x20, #0x10]\n" |
| "str q22, [x20, #0x20]\n" |
| "str q21, [x20, #0x30]\n" |
| "str q19, [x20, #0x40]\n" |
| "str q18, [x20, #0x50]\n" |
| "str q17, [x20, #0x60]\n" |
| "str q16, [x20, #0x70]\n" |
| "add x20, x20, %x[out_stride]\n" |
| "bge 16b\n" |
| "17:" // Tail row loop: Column loop skip |
| "cmp x19, #0x10\n" |
| "blt 19f\n" |
| "18:" // Tail row loop: width 16 loop: loop |
| "ldr q18, [x24], #0x10\n" |
| "ldr q17, [x22], #0x10\n" |
| "sub x19, x19, #0x10\n" |
| "cmp x19, #0x10\n" |
| "ldr q20, [x24], #0x10\n" |
| "ldr q16, [x22], #0x10\n" |
| "zip1 v19.8h, v18.8h, v17.8h\n" |
| "zip2 v18.8h, v18.8h, v17.8h\n" |
| "zip1 v17.8h, v20.8h, v16.8h\n" |
| "zip2 v16.8h, v20.8h, v16.8h\n" |
| "str q19, [x20, #0x0]\n" |
| "str q18, [x20, #0x10]\n" |
| "str q17, [x20, #0x20]\n" |
| "str q16, [x20, #0x30]\n" |
| "add x20, x20, #0x40\n" |
| "bge 18b\n" |
| "19:" // Tail row loop: width 16 loop: skip |
| "cmp x19, #0x4\n" |
| "blt 21f\n" |
| "20:" // Tail row loop: width 4 loop: loop |
| "ldr d17, [x24], #0x8\n" |
| "ldr d16, [x22], #0x8\n" |
| "sub x19, x19, #0x4\n" |
| "cmp x19, #0x4\n" |
| "zip1 v16.8h, v17.8h, v16.8h\n" |
| "str q16, [x20, #0x0]\n" |
| "add x20, x20, #0x10\n" |
| "bge 20b\n" |
| "21:" // Tail row loop: width 4 loop: skip |
| "cmp x19, #0x1\n" |
| "blt 23f\n" |
| "22:" // Tail row loop: width 1 loop: loop |
| "ldr h17, [x24], #0x2\n" |
| "ldr h16, [x22], #0x2\n" |
| "sub x19, x19, #0x1\n" |
| "cmp x19, #0x1\n" |
| "zip1 v16.8h, v17.8h, v16.8h\n" |
| "str s16, [x20, #0x0]\n" |
| "add x20, x20, #0x4\n" |
| "bge 22b\n" |
| "23:" // Tail row loop: width 1 loop: skip |
| "cmp %x[height], #0x1\n" |
| "add %x[out], %x[out], #0x80\n" |
| "bge 13b\n" |
| "24:" // Done |
| |
| : [height] "+&r" (height), [in] "+&r" (in), [out] "+&r" (out) |
| : [in_stride] "r" (in_stride), [out_stride] "r" (out_stride), [pad_row] "r" (pad_row), [width] "r" (width) |
| : "cc", "memory", "v0", "v1", "v2", "v3", "v4", "v5", "v6", "v7", "v8", "v9", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17", "v18", "v19", "v20", "v21", "v22", "v23", "v24", "v25", "v26", "v27", "v28", "v29", "v30", "v31", "x19", "x20", "x21", "x22", "x23", "x24" |
| ); |
| } |
| |
| } // anonymous namespace |
| |
| template<> |
| void Transform<32, 2, true, VLType::None>( |
| bfloat16 *out, const bfloat16 *in, int stride, int x0, int xmax, int k0, int kmax) |
| { |
| a64_transpose_interleave_32_2x2( |
| reinterpret_cast<uint16_t *>(out), |
| reinterpret_cast<const uint16_t *>(in + k0 * stride + x0), |
| (xmax-x0) * sizeof(bfloat16) / 2, |
| stride * sizeof(bfloat16), |
| (kmax-k0) |
| ); |
| } |
| |
| #endif |