blob: 0095e6c96bc3361366c35c3b4cecca29c81308ac [file] [log] [blame]
/*
* Copyright (c) 2019 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.
*/
#include "arm.hpp"
#include "input.hpp"
namespace winograd
{
#ifdef __aarch64__
template <>
void InputTransform<6, 6, float, float, WinogradRoots::Integers>::transform_tile(
int n_channels,
const float* input_base,
const int input_row_stride,
const int input_col_stride,
float* matrix_base,
const int matrix_stride
)
{
const float pcoeffs[4] = {1.0f, 2.0f, 4.0f, 5.0f};
__asm__ __volatile__(
"ldr q0, [%[pcoeffs]]\n"
"add x25, %[inptr0], %[input_row_stride]\n"
"add x9, %[input_col_stride1], %[input_col_stride1]\n"
"add x16, x25, %[input_row_stride]\n"
"add x19, x9, %[input_col_stride1]\n"
"add x26, x16, %[input_row_stride]\n"
"add x20, x19, %[input_col_stride1]\n"
"add x17, x26, %[input_row_stride]\n"
"add x21, x20, %[input_col_stride1]\n"
"add x27, x17, %[input_row_stride]\n"
"add x28, %[outptr0], %[output_row_stride]\n"
"add x11, %[output_col_stride1], %[output_col_stride1]\n"
"add x22, x28, %[output_row_stride]\n"
"add x13, x11, %[output_col_stride1]\n"
"add x12, x22, %[output_row_stride]\n"
"add x23, x13, %[output_col_stride1]\n"
"add x14, x12, %[output_row_stride]\n"
"add x15, x23, %[output_col_stride1]\n"
"add x24, x14, %[output_row_stride]\n"
"cmp %w[n_channels], #4\n"
"blt 2f\n"
"1:\n"
"ldr q8, [%[inptr0], x20]\n"
"ldr q2, [%[inptr0], x9]\n"
"mov v14.16b, v8.16b\n"
"ldr q9, [%[inptr0]]\n"
"mov v10.16b, v8.16b\n"
"ldr q1, [%[inptr0], x21]\n"
"fmla v14.4s, v9.4s, v0.s[2]\n"
"ldr q4, [%[inptr0], x19]\n"
"mov v9.16b, v8.16b\n"
"ldr q12, [%[inptr0], %[input_col_stride1]]\n"
"fmls v10.4s, v12.4s, v0.s[2]\n"
"ldr q5, [x16, x20]\n"
"fmls v14.4s, v2.4s, v0.s[3]\n"
"ldr q20, [x16, x9]\n"
"fmla v9.4s, v12.4s, v0.s[2]\n"
"ldr q3, [x16]\n"
"fmls v10.4s, v2.4s, v0.s[2]\n"
"ldr q6, [x16, x21]\n"
"mov v7.16b, v8.16b\n"
"ldr q16, [x16, x19]\n"
"fmls v9.4s, v2.4s, v0.s[2]\n"
"ldr q22, [x16, %[input_col_stride1]]\n"
"fadd v10.4s, v10.4s, v4.4s\n"
"ldr q17, [x17, x20]\n"
"fmls v7.4s, v12.4s, v0.s[1]\n"
"ldr q15, [x17, x9]\n"
"fsub v9.4s, v9.4s, v4.4s\n"
"ldr q19, [x17]\n"
"mov v8.16b, v8.16b\n"
"ldr q18, [x17, x21]\n"
"fsub v7.4s, v7.4s, v2.4s\n"
"ldr q13, [x17, x19]\n"
"fmla v7.4s, v4.4s, v0.s[1]\n"
"ldr q21, [x17, %[input_col_stride1]]\n"
"fmla v8.4s, v12.4s, v0.s[1]\n"
"add %[inptr0], %[inptr0], #16\n"
"mov v11.16b, v1.16b\n"
"add x16, x16, #16\n"
"mov v1.16b, v5.16b\n"
"add x17, x17, #16\n"
"fsub v8.4s, v8.4s, v2.4s\n"
"fmla v11.4s, v12.4s, v0.s[2]\n"
"fmls v8.4s, v4.4s, v0.s[1]\n"
"fmla v1.4s, v3.4s, v0.s[2]\n"
"mov v2.16b, v5.16b\n"
"mov v3.16b, v5.16b\n"
"fmls v11.4s, v4.4s, v0.s[3]\n"
"mov v4.16b, v5.16b\n"
"fmls v1.4s, v20.4s, v0.s[3]\n"
"fmls v2.4s, v22.4s, v0.s[2]\n"
"fmla v3.4s, v22.4s, v0.s[2]\n"
"fmls v4.4s, v22.4s, v0.s[1]\n"
"mov v5.16b, v5.16b\n"
"mov v6.16b, v6.16b\n"
"fmls v2.4s, v20.4s, v0.s[2]\n"
"mov v12.16b, v17.16b\n"
"fmls v3.4s, v20.4s, v0.s[2]\n"
"fsub v4.4s, v4.4s, v20.4s\n"
"fmla v4.4s, v16.4s, v0.s[1]\n"
"fmla v5.4s, v22.4s, v0.s[1]\n"
"fadd v2.4s, v2.4s, v16.4s\n"
"fmla v6.4s, v22.4s, v0.s[2]\n"
"fsub v3.4s, v3.4s, v16.4s\n"
"fmla v12.4s, v19.4s, v0.s[2]\n"
"fsub v5.4s, v5.4s, v20.4s\n"
"mov v19.16b, v17.16b\n"
"fmls v5.4s, v16.4s, v0.s[1]\n"
"fmls v6.4s, v16.4s, v0.s[3]\n"
"fmls v12.4s, v15.4s, v0.s[3]\n"
"fmls v19.4s, v21.4s, v0.s[2]\n"
"mov v20.16b, v17.16b\n"
"mov v16.16b, v17.16b\n"
"mov v17.16b, v17.16b\n"
"mov v18.16b, v18.16b\n"
"fmls v19.4s, v15.4s, v0.s[2]\n"
"fmla v20.4s, v21.4s, v0.s[2]\n"
"fmls v16.4s, v21.4s, v0.s[1]\n"
"fmla v17.4s, v21.4s, v0.s[1]\n"
"fmla v18.4s, v21.4s, v0.s[2]\n"
"mov v23.16b, v12.16b\n"
"fadd v19.4s, v19.4s, v13.4s\n"
"fmls v20.4s, v15.4s, v0.s[2]\n"
"fsub v16.4s, v16.4s, v15.4s\n"
"fsub v17.4s, v17.4s, v15.4s\n"
"fmla v16.4s, v13.4s, v0.s[1]\n"
"fmls v17.4s, v13.4s, v0.s[1]\n"
"fsub v20.4s, v20.4s, v13.4s\n"
"fmls v18.4s, v13.4s, v0.s[3]\n"
"fmla v23.4s, v14.4s, v0.s[2]\n"
"mov v15.16b, v19.16b\n"
"mov v14.16b, v20.16b\n"
"mov v24.16b, v16.16b\n"
"fmla v15.4s, v10.4s, v0.s[2]\n"
"mov v10.16b, v17.16b\n"
"fmls v23.4s, v1.4s, v0.s[3]\n"
"fmla v14.4s, v9.4s, v0.s[2]\n"
"fmla v24.4s, v7.4s, v0.s[2]\n"
"fmla v10.4s, v8.4s, v0.s[2]\n"
"fmls v15.4s, v2.4s, v0.s[3]\n"
"mov v7.16b, v18.16b\n"
"str q23, [%[outptr0]]\n"
"fmls v14.4s, v3.4s, v0.s[3]\n"
"fmls v24.4s, v4.4s, v0.s[3]\n"
"fmls v10.4s, v5.4s, v0.s[3]\n"
"str q15, [%[outptr0], %[output_col_stride1]]\n"
"fmla v7.4s, v11.4s, v0.s[2]\n"
"str q14, [%[outptr0], x11]\n"
"str q24, [%[outptr0], x13]\n"
"str q10, [%[outptr0], x23]\n"
"fmls v7.4s, v6.4s, v0.s[3]\n"
"str q7, [%[outptr0], x15]\n"
"add %[outptr0], %[outptr0], #16\n"
"mov v26.16b, v12.16b\n"
"mov v25.16b, v19.16b\n"
"ldr q11, [x25, x20]\n"
"mov v10.16b, v11.16b\n"
"ldr q23, [x25, x9]\n"
"mov v9.16b, v11.16b\n"
"ldr q7, [x25]\n"
"fmla v10.4s, v7.4s, v0.s[2]\n"
"ldr q13, [x25, x21]\n"
"mov v7.16b, v11.16b\n"
"ldr q31, [x25, x19]\n"
"mov v8.16b, v11.16b\n"
"ldr q21, [x25, %[input_col_stride1]]\n"
"fmls v10.4s, v23.4s, v0.s[3]\n"
"ldr q30, [x26, x20]\n"
"fmls v9.4s, v21.4s, v0.s[2]\n"
"ldr q29, [x26, x9]\n"
"fmla v7.4s, v21.4s, v0.s[2]\n"
"ldr q22, [x26]\n"
"fmls v8.4s, v21.4s, v0.s[1]\n"
"ldr q24, [x26, x21]\n"
"fmls v9.4s, v23.4s, v0.s[2]\n"
"ldr q27, [x26, x19]\n"
"fmls v7.4s, v23.4s, v0.s[2]\n"
"ldr q28, [x26, %[input_col_stride1]]\n"
"fsub v8.4s, v8.4s, v23.4s\n"
"add x25, x25, #16\n"
"fadd v9.4s, v9.4s, v31.4s\n"
"add x26, x26, #16\n"
"fsub v7.4s, v7.4s, v31.4s\n"
"fmla v8.4s, v31.4s, v0.s[1]\n"
"mov v11.16b, v11.16b\n"
"mov v15.16b, v13.16b\n"
"mov v14.16b, v30.16b\n"
"mov v13.16b, v30.16b\n"
"fmla v11.4s, v21.4s, v0.s[1]\n"
"fmla v15.4s, v21.4s, v0.s[2]\n"
"fmla v14.4s, v22.4s, v0.s[2]\n"
"fmls v13.4s, v28.4s, v0.s[2]\n"
"mov v21.16b, v30.16b\n"
"mov v22.16b, v30.16b\n"
"fsub v11.4s, v11.4s, v23.4s\n"
"fmls v15.4s, v31.4s, v0.s[3]\n"
"fmls v11.4s, v31.4s, v0.s[1]\n"
"fmls v14.4s, v29.4s, v0.s[3]\n"
"fmls v13.4s, v29.4s, v0.s[2]\n"
"fmla v21.4s, v28.4s, v0.s[2]\n"
"fmls v22.4s, v28.4s, v0.s[1]\n"
"mov v23.16b, v30.16b\n"
"mov v24.16b, v24.16b\n"
"fmls v26.4s, v10.4s, v0.s[2]\n"
"fadd v13.4s, v13.4s, v27.4s\n"
"fmls v21.4s, v29.4s, v0.s[2]\n"
"fsub v22.4s, v22.4s, v29.4s\n"
"fmla v23.4s, v28.4s, v0.s[1]\n"
"fmla v22.4s, v27.4s, v0.s[1]\n"
"fmla v24.4s, v28.4s, v0.s[2]\n"
"fsub v21.4s, v21.4s, v27.4s\n"
"fmls v26.4s, v1.4s, v0.s[2]\n"
"fsub v23.4s, v23.4s, v29.4s\n"
"fmls v25.4s, v9.4s, v0.s[2]\n"
"fmls v23.4s, v27.4s, v0.s[1]\n"
"fmls v24.4s, v27.4s, v0.s[3]\n"
"fadd v26.4s, v26.4s, v14.4s\n"
"mov v27.16b, v20.16b\n"
"str q26, [x28]\n"
"fmls v25.4s, v2.4s, v0.s[2]\n"
"fmls v27.4s, v7.4s, v0.s[2]\n"
"mov v31.16b, v16.16b\n"
"mov v30.16b, v17.16b\n"
"mov v29.16b, v18.16b\n"
"fadd v25.4s, v25.4s, v13.4s\n"
"fmls v31.4s, v8.4s, v0.s[2]\n"
"str q25, [x28, %[output_col_stride1]]\n"
"fmls v27.4s, v3.4s, v0.s[2]\n"
"fmls v30.4s, v11.4s, v0.s[2]\n"
"fmls v29.4s, v15.4s, v0.s[2]\n"
"fmls v31.4s, v4.4s, v0.s[2]\n"
"mov v26.16b, v12.16b\n"
"fadd v27.4s, v27.4s, v21.4s\n"
"mov v25.16b, v19.16b\n"
"str q27, [x28, x11]\n"
"fmls v30.4s, v5.4s, v0.s[2]\n"
"fadd v31.4s, v31.4s, v22.4s\n"
"fmls v29.4s, v6.4s, v0.s[2]\n"
"str q31, [x28, x13]\n"
"fmla v26.4s, v10.4s, v0.s[2]\n"
"fadd v30.4s, v30.4s, v23.4s\n"
"fmla v25.4s, v9.4s, v0.s[2]\n"
"str q30, [x28, x23]\n"
"fadd v29.4s, v29.4s, v24.4s\n"
"str q29, [x28, x15]\n"
"fmls v26.4s, v1.4s, v0.s[2]\n"
"fmls v25.4s, v2.4s, v0.s[2]\n"
"add x28, x28, #16\n"
"mov v30.16b, v20.16b\n"
"mov v29.16b, v16.16b\n"
"fsub v26.4s, v26.4s, v14.4s\n"
"mov v28.16b, v17.16b\n"
"str q26, [x22]\n"
"fsub v25.4s, v25.4s, v13.4s\n"
"str q25, [x22, %[output_col_stride1]]\n"
"fmla v30.4s, v7.4s, v0.s[2]\n"
"fmla v29.4s, v8.4s, v0.s[2]\n"
"fmla v28.4s, v11.4s, v0.s[2]\n"
"mov v26.16b, v18.16b\n"
"mov v25.16b, v12.16b\n"
"fmls v30.4s, v3.4s, v0.s[2]\n"
"mov v31.16b, v19.16b\n"
"fmls v29.4s, v4.4s, v0.s[2]\n"
"fmls v28.4s, v5.4s, v0.s[2]\n"
"fmla v26.4s, v15.4s, v0.s[2]\n"
"fmls v25.4s, v10.4s, v0.s[1]\n"
"fsub v30.4s, v30.4s, v21.4s\n"
"fmls v31.4s, v9.4s, v0.s[1]\n"
"str q30, [x22, x11]\n"
"fsub v29.4s, v29.4s, v22.4s\n"
"str q29, [x22, x13]\n"
"fsub v28.4s, v28.4s, v23.4s\n"
"str q28, [x22, x23]\n"
"fmls v26.4s, v6.4s, v0.s[2]\n"
"fsub v25.4s, v25.4s, v1.4s\n"
"fsub v31.4s, v31.4s, v2.4s\n"
"fmla v25.4s, v14.4s, v0.s[1]\n"
"fmla v31.4s, v13.4s, v0.s[1]\n"
"fsub v26.4s, v26.4s, v24.4s\n"
"mov v27.16b, v20.16b\n"
"str q26, [x22, x15]\n"
"mov v26.16b, v16.16b\n"
"str q25, [x12]\n"
"fmls v27.4s, v7.4s, v0.s[1]\n"
"str q31, [x12, %[output_col_stride1]]\n"
"fmls v26.4s, v8.4s, v0.s[1]\n"
"mov v25.16b, v17.16b\n"
"add x22, x22, #16\n"
"fsub v27.4s, v27.4s, v3.4s\n"
"mov v28.16b, v18.16b\n"
"fmla v27.4s, v21.4s, v0.s[1]\n"
"fsub v26.4s, v26.4s, v4.4s\n"
"fmla v26.4s, v22.4s, v0.s[1]\n"
"fmls v25.4s, v11.4s, v0.s[1]\n"
"fmls v28.4s, v15.4s, v0.s[1]\n"
"mov v12.16b, v12.16b\n"
"str q27, [x12, x11]\n"
"mov v19.16b, v19.16b\n"
"str q26, [x12, x13]\n"
"fsub v25.4s, v25.4s, v5.4s\n"
"fmla v25.4s, v23.4s, v0.s[1]\n"
"fsub v28.4s, v28.4s, v6.4s\n"
"fmla v28.4s, v24.4s, v0.s[1]\n"
"fmla v12.4s, v10.4s, v0.s[1]\n"
"fmla v19.4s, v9.4s, v0.s[1]\n"
"mov v20.16b, v20.16b\n"
"str q25, [x12, x23]\n"
"mov v16.16b, v16.16b\n"
"str q28, [x12, x15]\n"
"fsub v12.4s, v12.4s, v1.4s\n"
"fmls v12.4s, v14.4s, v0.s[1]\n"
"add x12, x12, #16\n"
"fsub v19.4s, v19.4s, v2.4s\n"
"fmla v20.4s, v7.4s, v0.s[1]\n"
"fmls v19.4s, v13.4s, v0.s[1]\n"
"fmla v16.4s, v8.4s, v0.s[1]\n"
"str q12, [x14]\n"
"mov v1.16b, v17.16b\n"
"fsub v20.4s, v20.4s, v3.4s\n"
"mov v17.16b, v18.16b\n"
"str q19, [x14, %[output_col_stride1]]\n"
"fmls v20.4s, v21.4s, v0.s[1]\n"
"fsub v16.4s, v16.4s, v4.4s\n"
"fmla v1.4s, v11.4s, v0.s[1]\n"
"fmls v16.4s, v22.4s, v0.s[1]\n"
"fmla v17.4s, v15.4s, v0.s[1]\n"
"str q20, [x14, x11]\n"
"fsub v1.4s, v1.4s, v5.4s\n"
"str q16, [x14, x13]\n"
"fmls v1.4s, v23.4s, v0.s[1]\n"
"fsub v17.4s, v17.4s, v6.4s\n"
"fmls v17.4s, v24.4s, v0.s[1]\n"
"str q1, [x14, x23]\n"
"str q17, [x14, x15]\n"
"add x14, x14, #16\n"
"ldr q2, [x27, x20]\n"
"mov v4.16b, v2.16b\n"
"ldr q17, [x27, x9]\n"
"mov v12.16b, v2.16b\n"
"ldr q18, [x27]\n"
"fmla v4.4s, v18.4s, v0.s[2]\n"
"ldr q3, [x27, x21]\n"
"mov v6.16b, v2.16b\n"
"ldr q5, [x27, x19]\n"
"mov v1.16b, v2.16b\n"
"ldr q18, [x27, %[input_col_stride1]]\n"
"fmls v4.4s, v17.4s, v0.s[3]\n"
"add x27, x27, #16\n"
"fmls v12.4s, v18.4s, v0.s[2]\n"
"sub %w[n_channels], %w[n_channels], #4\n"
"fmla v6.4s, v18.4s, v0.s[2]\n"
"cmp %w[n_channels], #4\n"
"fmls v1.4s, v18.4s, v0.s[1]\n"
"mov v2.16b, v2.16b\n"
"fmls v12.4s, v17.4s, v0.s[2]\n"
"mov v3.16b, v3.16b\n"
"fmls v6.4s, v17.4s, v0.s[2]\n"
"fmla v2.4s, v18.4s, v0.s[1]\n"
"fsub v1.4s, v1.4s, v17.4s\n"
"fmla v3.4s, v18.4s, v0.s[2]\n"
"fadd v12.4s, v12.4s, v5.4s\n"
"fmla v1.4s, v5.4s, v0.s[1]\n"
"fsub v6.4s, v6.4s, v5.4s\n"
"fsub v2.4s, v2.4s, v17.4s\n"
"fmls v2.4s, v5.4s, v0.s[1]\n"
"fmls v3.4s, v5.4s, v0.s[3]\n"
"mov v4.16b, v4.16b\n"
"mov v16.16b, v12.16b\n"
"mov v5.16b, v6.16b\n"
"mov v6.16b, v1.16b\n"
"fmla v4.4s, v10.4s, v0.s[2]\n"
"fmla v16.4s, v9.4s, v0.s[2]\n"
"fmla v5.4s, v7.4s, v0.s[2]\n"
"fmla v6.4s, v8.4s, v0.s[2]\n"
"mov v9.16b, v2.16b\n"
"mov v10.16b, v3.16b\n"
"fmls v4.4s, v14.4s, v0.s[3]\n"
"fmls v16.4s, v13.4s, v0.s[3]\n"
"fmls v5.4s, v21.4s, v0.s[3]\n"
"fmls v6.4s, v22.4s, v0.s[3]\n"
"fmla v9.4s, v11.4s, v0.s[2]\n"
"fmla v10.4s, v15.4s, v0.s[2]\n"
"str q4, [x24]\n"
"str q16, [x24, %[output_col_stride1]]\n"
"str q5, [x24, x11]\n"
"str q6, [x24, x13]\n"
"fmls v9.4s, v23.4s, v0.s[3]\n"
"fmls v10.4s, v24.4s, v0.s[3]\n"
"str q9, [x24, x23]\n"
"str q10, [x24, x15]\n"
"add x24, x24, #16\n"
"bge 1b\n"
"2:\n"
"cmp %w[n_channels], #2\n"
"blt 3f\n"
"ldr d8, [%[inptr0], x20]\n"
"mov v14.16b, v8.16b\n"
"ldr d2, [%[inptr0], x9]\n"
"mov v10.16b, v8.16b\n"
"ldr d9, [%[inptr0]]\n"
"fmla v14.4s, v9.4s, v0.s[2]\n"
"ldr d1, [%[inptr0], x21]\n"
"mov v9.16b, v8.16b\n"
"ldr d4, [%[inptr0], x19]\n"
"mov v7.16b, v8.16b\n"
"ldr d12, [%[inptr0], %[input_col_stride1]]\n"
"fmls v14.4s, v2.4s, v0.s[3]\n"
"ldr d5, [x16, x20]\n"
"fmls v10.4s, v12.4s, v0.s[2]\n"
"ldr d20, [x16, x9]\n"
"fmla v9.4s, v12.4s, v0.s[2]\n"
"ldr d3, [x16]\n"
"fmls v7.4s, v12.4s, v0.s[1]\n"
"ldr d6, [x16, x21]\n"
"fmls v10.4s, v2.4s, v0.s[2]\n"
"ldr d16, [x16, x19]\n"
"fmls v9.4s, v2.4s, v0.s[2]\n"
"ldr d22, [x16, %[input_col_stride1]]\n"
"fsub v7.4s, v7.4s, v2.4s\n"
"ldr d17, [x17, x20]\n"
"fadd v10.4s, v10.4s, v4.4s\n"
"ldr d15, [x17, x9]\n"
"fsub v9.4s, v9.4s, v4.4s\n"
"ldr d19, [x17]\n"
"fmla v7.4s, v4.4s, v0.s[1]\n"
"ldr d18, [x17, x21]\n"
"mov v8.16b, v8.16b\n"
"ldr d13, [x17, x19]\n"
"mov v11.16b, v1.16b\n"
"ldr d21, [x17, %[input_col_stride1]]\n"
"fmla v8.4s, v12.4s, v0.s[1]\n"
"add %[inptr0], %[inptr0], #8\n"
"fmla v11.4s, v12.4s, v0.s[2]\n"
"add x16, x16, #8\n"
"mov v1.16b, v5.16b\n"
"add x17, x17, #8\n"
"fsub v8.4s, v8.4s, v2.4s\n"
"mov v2.16b, v5.16b\n"
"fmls v8.4s, v4.4s, v0.s[1]\n"
"fmls v11.4s, v4.4s, v0.s[3]\n"
"fmla v1.4s, v3.4s, v0.s[2]\n"
"fmls v2.4s, v22.4s, v0.s[2]\n"
"mov v3.16b, v5.16b\n"
"mov v4.16b, v5.16b\n"
"mov v5.16b, v5.16b\n"
"mov v6.16b, v6.16b\n"
"fmls v1.4s, v20.4s, v0.s[3]\n"
"fmls v2.4s, v20.4s, v0.s[2]\n"
"fmla v3.4s, v22.4s, v0.s[2]\n"
"fmls v4.4s, v22.4s, v0.s[1]\n"
"fmla v5.4s, v22.4s, v0.s[1]\n"
"fmla v6.4s, v22.4s, v0.s[2]\n"
"fadd v2.4s, v2.4s, v16.4s\n"
"mov v12.16b, v17.16b\n"
"fmls v3.4s, v20.4s, v0.s[2]\n"
"fsub v4.4s, v4.4s, v20.4s\n"
"fmla v4.4s, v16.4s, v0.s[1]\n"
"fsub v5.4s, v5.4s, v20.4s\n"
"fmls v5.4s, v16.4s, v0.s[1]\n"
"fmls v6.4s, v16.4s, v0.s[3]\n"
"fsub v3.4s, v3.4s, v16.4s\n"
"fmla v12.4s, v19.4s, v0.s[2]\n"
"mov v19.16b, v17.16b\n"
"mov v20.16b, v17.16b\n"
"mov v16.16b, v17.16b\n"
"mov v17.16b, v17.16b\n"
"fmls v12.4s, v15.4s, v0.s[3]\n"
"fmls v19.4s, v21.4s, v0.s[2]\n"
"fmla v20.4s, v21.4s, v0.s[2]\n"
"fmls v16.4s, v21.4s, v0.s[1]\n"
"fmla v17.4s, v21.4s, v0.s[1]\n"
"mov v18.16b, v18.16b\n"
"fmls v19.4s, v15.4s, v0.s[2]\n"
"mov v23.16b, v12.16b\n"
"fmls v20.4s, v15.4s, v0.s[2]\n"
"fsub v16.4s, v16.4s, v15.4s\n"
"fmla v16.4s, v13.4s, v0.s[1]\n"
"fsub v17.4s, v17.4s, v15.4s\n"
"fadd v19.4s, v19.4s, v13.4s\n"
"fmls v17.4s, v13.4s, v0.s[1]\n"
"fsub v20.4s, v20.4s, v13.4s\n"
"fmla v18.4s, v21.4s, v0.s[2]\n"
"fmla v23.4s, v14.4s, v0.s[2]\n"
"mov v15.16b, v19.16b\n"
"mov v14.16b, v20.16b\n"
"mov v24.16b, v16.16b\n"
"fmls v18.4s, v13.4s, v0.s[3]\n"
"fmla v15.4s, v10.4s, v0.s[2]\n"
"fmls v23.4s, v1.4s, v0.s[3]\n"
"fmla v14.4s, v9.4s, v0.s[2]\n"
"fmla v24.4s, v7.4s, v0.s[2]\n"
"mov v10.16b, v17.16b\n"
"fmls v15.4s, v2.4s, v0.s[3]\n"
"mov v7.16b, v18.16b\n"
"str d23, [%[outptr0]]\n"
"fmls v14.4s, v3.4s, v0.s[3]\n"
"fmls v24.4s, v4.4s, v0.s[3]\n"
"fmla v10.4s, v8.4s, v0.s[2]\n"
"str d15, [%[outptr0], %[output_col_stride1]]\n"
"fmla v7.4s, v11.4s, v0.s[2]\n"
"str d14, [%[outptr0], x11]\n"
"fmls v10.4s, v5.4s, v0.s[3]\n"
"str d24, [%[outptr0], x13]\n"
"fmls v7.4s, v6.4s, v0.s[3]\n"
"str d10, [%[outptr0], x23]\n"
"str d7, [%[outptr0], x15]\n"
"add %[outptr0], %[outptr0], #8\n"
"mov v26.16b, v12.16b\n"
"mov v25.16b, v19.16b\n"
"ldr d11, [x25, x20]\n"
"mov v10.16b, v11.16b\n"
"ldr d23, [x25, x9]\n"
"mov v9.16b, v11.16b\n"
"ldr d7, [x25]\n"
"fmla v10.4s, v7.4s, v0.s[2]\n"
"ldr d13, [x25, x21]\n"
"mov v7.16b, v11.16b\n"
"ldr d31, [x25, x19]\n"
"mov v8.16b, v11.16b\n"
"ldr d21, [x25, %[input_col_stride1]]\n"
"fmls v10.4s, v23.4s, v0.s[3]\n"
"ldr d30, [x26, x20]\n"
"fmls v9.4s, v21.4s, v0.s[2]\n"
"ldr d29, [x26, x9]\n"
"fmla v7.4s, v21.4s, v0.s[2]\n"
"ldr d22, [x26]\n"
"fmls v8.4s, v21.4s, v0.s[1]\n"
"ldr d24, [x26, x21]\n"
"fmls v9.4s, v23.4s, v0.s[2]\n"
"ldr d27, [x26, x19]\n"
"fmls v7.4s, v23.4s, v0.s[2]\n"
"ldr d28, [x26, %[input_col_stride1]]\n"
"fsub v8.4s, v8.4s, v23.4s\n"
"add x25, x25, #8\n"
"fadd v9.4s, v9.4s, v31.4s\n"
"add x26, x26, #8\n"
"fsub v7.4s, v7.4s, v31.4s\n"
"fmla v8.4s, v31.4s, v0.s[1]\n"
"mov v11.16b, v11.16b\n"
"mov v15.16b, v13.16b\n"
"mov v14.16b, v30.16b\n"
"mov v13.16b, v30.16b\n"
"fmla v11.4s, v21.4s, v0.s[1]\n"
"fmla v15.4s, v21.4s, v0.s[2]\n"
"fmla v14.4s, v22.4s, v0.s[2]\n"
"fmls v13.4s, v28.4s, v0.s[2]\n"
"mov v21.16b, v30.16b\n"
"mov v22.16b, v30.16b\n"
"fsub v11.4s, v11.4s, v23.4s\n"
"fmls v15.4s, v31.4s, v0.s[3]\n"
"fmls v11.4s, v31.4s, v0.s[1]\n"
"fmls v14.4s, v29.4s, v0.s[3]\n"
"fmls v13.4s, v29.4s, v0.s[2]\n"
"fmla v21.4s, v28.4s, v0.s[2]\n"
"fmls v22.4s, v28.4s, v0.s[1]\n"
"mov v23.16b, v30.16b\n"
"mov v24.16b, v24.16b\n"
"fmls v26.4s, v10.4s, v0.s[2]\n"
"fadd v13.4s, v13.4s, v27.4s\n"
"fmls v21.4s, v29.4s, v0.s[2]\n"
"fsub v22.4s, v22.4s, v29.4s\n"
"fmla v23.4s, v28.4s, v0.s[1]\n"
"fmla v22.4s, v27.4s, v0.s[1]\n"
"fmla v24.4s, v28.4s, v0.s[2]\n"
"fsub v21.4s, v21.4s, v27.4s\n"
"fmls v26.4s, v1.4s, v0.s[2]\n"
"fsub v23.4s, v23.4s, v29.4s\n"
"fmls v25.4s, v9.4s, v0.s[2]\n"
"fmls v23.4s, v27.4s, v0.s[1]\n"
"fmls v24.4s, v27.4s, v0.s[3]\n"
"fadd v26.4s, v26.4s, v14.4s\n"
"mov v27.16b, v20.16b\n"
"str d26, [x28]\n"
"fmls v25.4s, v2.4s, v0.s[2]\n"
"fmls v27.4s, v7.4s, v0.s[2]\n"
"mov v31.16b, v16.16b\n"
"mov v30.16b, v17.16b\n"
"mov v29.16b, v18.16b\n"
"fadd v25.4s, v25.4s, v13.4s\n"
"fmls v31.4s, v8.4s, v0.s[2]\n"
"str d25, [x28, %[output_col_stride1]]\n"
"fmls v27.4s, v3.4s, v0.s[2]\n"
"fmls v30.4s, v11.4s, v0.s[2]\n"
"fmls v29.4s, v15.4s, v0.s[2]\n"
"fmls v31.4s, v4.4s, v0.s[2]\n"
"mov v26.16b, v12.16b\n"
"fadd v27.4s, v27.4s, v21.4s\n"
"mov v25.16b, v19.16b\n"
"str d27, [x28, x11]\n"
"fmls v30.4s, v5.4s, v0.s[2]\n"
"fadd v31.4s, v31.4s, v22.4s\n"
"fmls v29.4s, v6.4s, v0.s[2]\n"
"str d31, [x28, x13]\n"
"fmla v26.4s, v10.4s, v0.s[2]\n"
"fadd v30.4s, v30.4s, v23.4s\n"
"fmla v25.4s, v9.4s, v0.s[2]\n"
"str d30, [x28, x23]\n"
"fadd v29.4s, v29.4s, v24.4s\n"
"str d29, [x28, x15]\n"
"fmls v26.4s, v1.4s, v0.s[2]\n"
"fmls v25.4s, v2.4s, v0.s[2]\n"
"add x28, x28, #8\n"
"mov v30.16b, v20.16b\n"
"mov v29.16b, v16.16b\n"
"fsub v26.4s, v26.4s, v14.4s\n"
"mov v28.16b, v17.16b\n"
"str d26, [x22]\n"
"fsub v25.4s, v25.4s, v13.4s\n"
"str d25, [x22, %[output_col_stride1]]\n"
"fmla v30.4s, v7.4s, v0.s[2]\n"
"fmla v29.4s, v8.4s, v0.s[2]\n"
"fmla v28.4s, v11.4s, v0.s[2]\n"
"mov v26.16b, v18.16b\n"
"mov v25.16b, v12.16b\n"
"fmls v30.4s, v3.4s, v0.s[2]\n"
"mov v31.16b, v19.16b\n"
"fmls v29.4s, v4.4s, v0.s[2]\n"
"fmls v28.4s, v5.4s, v0.s[2]\n"
"fmla v26.4s, v15.4s, v0.s[2]\n"
"fmls v25.4s, v10.4s, v0.s[1]\n"
"fsub v30.4s, v30.4s, v21.4s\n"
"fmls v31.4s, v9.4s, v0.s[1]\n"
"str d30, [x22, x11]\n"
"fsub v29.4s, v29.4s, v22.4s\n"
"str d29, [x22, x13]\n"
"fsub v28.4s, v28.4s, v23.4s\n"
"str d28, [x22, x23]\n"
"fmls v26.4s, v6.4s, v0.s[2]\n"
"fsub v25.4s, v25.4s, v1.4s\n"
"fsub v31.4s, v31.4s, v2.4s\n"
"fmla v25.4s, v14.4s, v0.s[1]\n"
"fmla v31.4s, v13.4s, v0.s[1]\n"
"fsub v26.4s, v26.4s, v24.4s\n"
"mov v27.16b, v20.16b\n"
"str d26, [x22, x15]\n"
"mov v26.16b, v16.16b\n"
"str d25, [x12]\n"
"fmls v27.4s, v7.4s, v0.s[1]\n"
"str d31, [x12, %[output_col_stride1]]\n"
"fmls v26.4s, v8.4s, v0.s[1]\n"
"mov v25.16b, v17.16b\n"
"add x22, x22, #8\n"
"fsub v27.4s, v27.4s, v3.4s\n"
"mov v28.16b, v18.16b\n"
"fmla v27.4s, v21.4s, v0.s[1]\n"
"fsub v26.4s, v26.4s, v4.4s\n"
"fmla v26.4s, v22.4s, v0.s[1]\n"
"fmls v25.4s, v11.4s, v0.s[1]\n"
"fmls v28.4s, v15.4s, v0.s[1]\n"
"mov v12.16b, v12.16b\n"
"str d27, [x12, x11]\n"
"mov v19.16b, v19.16b\n"
"str d26, [x12, x13]\n"
"fsub v25.4s, v25.4s, v5.4s\n"
"fmla v25.4s, v23.4s, v0.s[1]\n"
"fsub v28.4s, v28.4s, v6.4s\n"
"fmla v28.4s, v24.4s, v0.s[1]\n"
"fmla v12.4s, v10.4s, v0.s[1]\n"
"fmla v19.4s, v9.4s, v0.s[1]\n"
"mov v20.16b, v20.16b\n"
"str d25, [x12, x23]\n"
"mov v16.16b, v16.16b\n"
"str d28, [x12, x15]\n"
"fsub v12.4s, v12.4s, v1.4s\n"
"fmls v12.4s, v14.4s, v0.s[1]\n"
"add x12, x12, #8\n"
"fsub v19.4s, v19.4s, v2.4s\n"
"fmla v20.4s, v7.4s, v0.s[1]\n"
"fmls v19.4s, v13.4s, v0.s[1]\n"
"fmla v16.4s, v8.4s, v0.s[1]\n"
"str d12, [x14]\n"
"mov v1.16b, v17.16b\n"
"fsub v20.4s, v20.4s, v3.4s\n"
"mov v17.16b, v18.16b\n"
"str d19, [x14, %[output_col_stride1]]\n"
"fmls v20.4s, v21.4s, v0.s[1]\n"
"fsub v16.4s, v16.4s, v4.4s\n"
"fmla v1.4s, v11.4s, v0.s[1]\n"
"fmls v16.4s, v22.4s, v0.s[1]\n"
"fmla v17.4s, v15.4s, v0.s[1]\n"
"str d20, [x14, x11]\n"
"fsub v1.4s, v1.4s, v5.4s\n"
"str d16, [x14, x13]\n"
"fmls v1.4s, v23.4s, v0.s[1]\n"
"fsub v17.4s, v17.4s, v6.4s\n"
"fmls v17.4s, v24.4s, v0.s[1]\n"
"str d1, [x14, x23]\n"
"str d17, [x14, x15]\n"
"add x14, x14, #8\n"
"ldr d2, [x27, x20]\n"
"mov v4.16b, v2.16b\n"
"ldr d17, [x27, x9]\n"
"mov v12.16b, v2.16b\n"
"ldr d18, [x27]\n"
"fmla v4.4s, v18.4s, v0.s[2]\n"
"ldr d3, [x27, x21]\n"
"mov v6.16b, v2.16b\n"
"ldr d5, [x27, x19]\n"
"mov v1.16b, v2.16b\n"
"ldr d18, [x27, %[input_col_stride1]]\n"
"fmls v4.4s, v17.4s, v0.s[3]\n"
"add x27, x27, #8\n"
"fmls v12.4s, v18.4s, v0.s[2]\n"
"sub %w[n_channels], %w[n_channels], #2\n"
"fmla v6.4s, v18.4s, v0.s[2]\n"
"fmls v1.4s, v18.4s, v0.s[1]\n"
"mov v2.16b, v2.16b\n"
"mov v3.16b, v3.16b\n"
"fmls v12.4s, v17.4s, v0.s[2]\n"
"mov v4.16b, v4.16b\n"
"fmls v6.4s, v17.4s, v0.s[2]\n"
"fsub v1.4s, v1.4s, v17.4s\n"
"fmla v1.4s, v5.4s, v0.s[1]\n"
"fmla v2.4s, v18.4s, v0.s[1]\n"
"fadd v12.4s, v12.4s, v5.4s\n"
"fmla v3.4s, v18.4s, v0.s[2]\n"
"fsub v6.4s, v6.4s, v5.4s\n"
"fmla v4.4s, v10.4s, v0.s[2]\n"
"fsub v2.4s, v2.4s, v17.4s\n"
"mov v16.16b, v12.16b\n"
"fmls v2.4s, v5.4s, v0.s[1]\n"
"fmls v3.4s, v5.4s, v0.s[3]\n"
"fmls v4.4s, v14.4s, v0.s[3]\n"
"fmla v16.4s, v9.4s, v0.s[2]\n"
"mov v5.16b, v6.16b\n"
"mov v6.16b, v1.16b\n"
"mov v9.16b, v2.16b\n"
"mov v10.16b, v3.16b\n"
"str d4, [x24]\n"
"fmls v16.4s, v13.4s, v0.s[3]\n"
"fmla v5.4s, v7.4s, v0.s[2]\n"
"fmla v6.4s, v8.4s, v0.s[2]\n"
"fmla v9.4s, v11.4s, v0.s[2]\n"
"fmla v10.4s, v15.4s, v0.s[2]\n"
"str d16, [x24, %[output_col_stride1]]\n"
"fmls v5.4s, v21.4s, v0.s[3]\n"
"fmls v6.4s, v22.4s, v0.s[3]\n"
"fmls v9.4s, v23.4s, v0.s[3]\n"
"fmls v10.4s, v24.4s, v0.s[3]\n"
"str d5, [x24, x11]\n"
"str d6, [x24, x13]\n"
"str d9, [x24, x23]\n"
"str d10, [x24, x15]\n"
"add x24, x24, #8\n"
"3:\n"
"cbz %w[n_channels], 4f\n"
"ldr s8, [%[inptr0], x20]\n"
"mov v14.16b, v8.16b\n"
"ldr s2, [%[inptr0], x9]\n"
"mov v10.16b, v8.16b\n"
"ldr s9, [%[inptr0]]\n"
"fmla v14.4s, v9.4s, v0.s[2]\n"
"ldr s1, [%[inptr0], x21]\n"
"mov v9.16b, v8.16b\n"
"ldr s4, [%[inptr0], x19]\n"
"mov v7.16b, v8.16b\n"
"ldr s12, [%[inptr0], %[input_col_stride1]]\n"
"fmls v14.4s, v2.4s, v0.s[3]\n"
"ldr s5, [x16, x20]\n"
"fmls v10.4s, v12.4s, v0.s[2]\n"
"ldr s20, [x16, x9]\n"
"fmla v9.4s, v12.4s, v0.s[2]\n"
"ldr s3, [x16]\n"
"fmls v7.4s, v12.4s, v0.s[1]\n"
"ldr s6, [x16, x21]\n"
"fmls v10.4s, v2.4s, v0.s[2]\n"
"ldr s16, [x16, x19]\n"
"fmls v9.4s, v2.4s, v0.s[2]\n"
"ldr s22, [x16, %[input_col_stride1]]\n"
"fsub v7.4s, v7.4s, v2.4s\n"
"ldr s17, [x17, x20]\n"
"fadd v10.4s, v10.4s, v4.4s\n"
"ldr s15, [x17, x9]\n"
"fsub v9.4s, v9.4s, v4.4s\n"
"ldr s19, [x17]\n"
"fmla v7.4s, v4.4s, v0.s[1]\n"
"ldr s18, [x17, x21]\n"
"mov v8.16b, v8.16b\n"
"ldr s13, [x17, x19]\n"
"mov v11.16b, v1.16b\n"
"ldr s21, [x17, %[input_col_stride1]]\n"
"fmla v8.4s, v12.4s, v0.s[1]\n"
"add %[inptr0], %[inptr0], #4\n"
"fmla v11.4s, v12.4s, v0.s[2]\n"
"add x16, x16, #4\n"
"mov v1.16b, v5.16b\n"
"add x17, x17, #4\n"
"fsub v8.4s, v8.4s, v2.4s\n"
"mov v2.16b, v5.16b\n"
"fmls v8.4s, v4.4s, v0.s[1]\n"
"fmls v11.4s, v4.4s, v0.s[3]\n"
"fmla v1.4s, v3.4s, v0.s[2]\n"
"fmls v2.4s, v22.4s, v0.s[2]\n"
"mov v3.16b, v5.16b\n"
"mov v4.16b, v5.16b\n"
"mov v5.16b, v5.16b\n"
"mov v6.16b, v6.16b\n"
"fmls v1.4s, v20.4s, v0.s[3]\n"
"fmls v2.4s, v20.4s, v0.s[2]\n"
"fmla v3.4s, v22.4s, v0.s[2]\n"
"fmls v4.4s, v22.4s, v0.s[1]\n"
"fmla v5.4s, v22.4s, v0.s[1]\n"
"fmla v6.4s, v22.4s, v0.s[2]\n"
"fadd v2.4s, v2.4s, v16.4s\n"
"mov v12.16b, v17.16b\n"
"fmls v3.4s, v20.4s, v0.s[2]\n"
"fsub v4.4s, v4.4s, v20.4s\n"
"fmla v4.4s, v16.4s, v0.s[1]\n"
"fsub v5.4s, v5.4s, v20.4s\n"
"fmls v5.4s, v16.4s, v0.s[1]\n"
"fmls v6.4s, v16.4s, v0.s[3]\n"
"fsub v3.4s, v3.4s, v16.4s\n"
"fmla v12.4s, v19.4s, v0.s[2]\n"
"mov v19.16b, v17.16b\n"
"mov v20.16b, v17.16b\n"
"mov v16.16b, v17.16b\n"
"mov v17.16b, v17.16b\n"
"fmls v12.4s, v15.4s, v0.s[3]\n"
"fmls v19.4s, v21.4s, v0.s[2]\n"
"fmla v20.4s, v21.4s, v0.s[2]\n"
"fmls v16.4s, v21.4s, v0.s[1]\n"
"fmla v17.4s, v21.4s, v0.s[1]\n"
"mov v18.16b, v18.16b\n"
"fmls v19.4s, v15.4s, v0.s[2]\n"
"mov v23.16b, v12.16b\n"
"fmls v20.4s, v15.4s, v0.s[2]\n"
"fsub v16.4s, v16.4s, v15.4s\n"
"fmla v16.4s, v13.4s, v0.s[1]\n"
"fsub v17.4s, v17.4s, v15.4s\n"
"fadd v19.4s, v19.4s, v13.4s\n"
"fmls v17.4s, v13.4s, v0.s[1]\n"
"fsub v20.4s, v20.4s, v13.4s\n"
"fmla v18.4s, v21.4s, v0.s[2]\n"
"fmla v23.4s, v14.4s, v0.s[2]\n"
"mov v15.16b, v19.16b\n"
"mov v14.16b, v20.16b\n"
"mov v24.16b, v16.16b\n"
"fmls v18.4s, v13.4s, v0.s[3]\n"
"fmla v15.4s, v10.4s, v0.s[2]\n"
"fmls v23.4s, v1.4s, v0.s[3]\n"
"fmla v14.4s, v9.4s, v0.s[2]\n"
"fmla v24.4s, v7.4s, v0.s[2]\n"
"mov v10.16b, v17.16b\n"
"fmls v15.4s, v2.4s, v0.s[3]\n"
"mov v7.16b, v18.16b\n"
"str s23, [%[outptr0]]\n"
"fmls v14.4s, v3.4s, v0.s[3]\n"
"fmls v24.4s, v4.4s, v0.s[3]\n"
"fmla v10.4s, v8.4s, v0.s[2]\n"
"str s15, [%[outptr0], %[output_col_stride1]]\n"
"fmla v7.4s, v11.4s, v0.s[2]\n"
"str s14, [%[outptr0], x11]\n"
"fmls v10.4s, v5.4s, v0.s[3]\n"
"str s24, [%[outptr0], x13]\n"
"fmls v7.4s, v6.4s, v0.s[3]\n"
"str s10, [%[outptr0], x23]\n"
"str s7, [%[outptr0], x15]\n"
"add %[outptr0], %[outptr0], #4\n"
"mov v26.16b, v12.16b\n"
"mov v25.16b, v19.16b\n"
"ldr s11, [x25, x20]\n"
"mov v10.16b, v11.16b\n"
"ldr s23, [x25, x9]\n"
"mov v9.16b, v11.16b\n"
"ldr s7, [x25]\n"
"fmla v10.4s, v7.4s, v0.s[2]\n"
"ldr s13, [x25, x21]\n"
"mov v7.16b, v11.16b\n"
"ldr s31, [x25, x19]\n"
"mov v8.16b, v11.16b\n"
"ldr s21, [x25, %[input_col_stride1]]\n"
"fmls v10.4s, v23.4s, v0.s[3]\n"
"ldr s30, [x26, x20]\n"
"fmls v9.4s, v21.4s, v0.s[2]\n"
"ldr s29, [x26, x9]\n"
"fmla v7.4s, v21.4s, v0.s[2]\n"
"ldr s22, [x26]\n"
"fmls v8.4s, v21.4s, v0.s[1]\n"
"ldr s24, [x26, x21]\n"
"fmls v9.4s, v23.4s, v0.s[2]\n"
"ldr s27, [x26, x19]\n"
"fmls v7.4s, v23.4s, v0.s[2]\n"
"ldr s28, [x26, %[input_col_stride1]]\n"
"fsub v8.4s, v8.4s, v23.4s\n"
"add x25, x25, #4\n"
"fadd v9.4s, v9.4s, v31.4s\n"
"add x26, x26, #4\n"
"fsub v7.4s, v7.4s, v31.4s\n"
"fmla v8.4s, v31.4s, v0.s[1]\n"
"mov v11.16b, v11.16b\n"
"mov v15.16b, v13.16b\n"
"mov v14.16b, v30.16b\n"
"mov v13.16b, v30.16b\n"
"fmla v11.4s, v21.4s, v0.s[1]\n"
"fmla v15.4s, v21.4s, v0.s[2]\n"
"fmla v14.4s, v22.4s, v0.s[2]\n"
"fmls v13.4s, v28.4s, v0.s[2]\n"
"mov v21.16b, v30.16b\n"
"mov v22.16b, v30.16b\n"
"fsub v11.4s, v11.4s, v23.4s\n"
"fmls v15.4s, v31.4s, v0.s[3]\n"
"fmls v11.4s, v31.4s, v0.s[1]\n"
"fmls v14.4s, v29.4s, v0.s[3]\n"
"fmls v13.4s, v29.4s, v0.s[2]\n"
"fmla v21.4s, v28.4s, v0.s[2]\n"
"fmls v22.4s, v28.4s, v0.s[1]\n"
"mov v23.16b, v30.16b\n"
"mov v24.16b, v24.16b\n"
"fmls v26.4s, v10.4s, v0.s[2]\n"
"fadd v13.4s, v13.4s, v27.4s\n"
"fmls v21.4s, v29.4s, v0.s[2]\n"
"fsub v22.4s, v22.4s, v29.4s\n"
"fmla v23.4s, v28.4s, v0.s[1]\n"
"fmla v22.4s, v27.4s, v0.s[1]\n"
"fmla v24.4s, v28.4s, v0.s[2]\n"
"fsub v21.4s, v21.4s, v27.4s\n"
"fmls v26.4s, v1.4s, v0.s[2]\n"
"fsub v23.4s, v23.4s, v29.4s\n"
"fmls v25.4s, v9.4s, v0.s[2]\n"
"fmls v23.4s, v27.4s, v0.s[1]\n"
"fmls v24.4s, v27.4s, v0.s[3]\n"
"fadd v26.4s, v26.4s, v14.4s\n"
"mov v27.16b, v20.16b\n"
"str s26, [x28]\n"
"fmls v25.4s, v2.4s, v0.s[2]\n"
"fmls v27.4s, v7.4s, v0.s[2]\n"
"mov v31.16b, v16.16b\n"
"mov v30.16b, v17.16b\n"
"mov v29.16b, v18.16b\n"
"fadd v25.4s, v25.4s, v13.4s\n"
"fmls v31.4s, v8.4s, v0.s[2]\n"
"str s25, [x28, %[output_col_stride1]]\n"
"fmls v27.4s, v3.4s, v0.s[2]\n"
"fmls v30.4s, v11.4s, v0.s[2]\n"
"fmls v29.4s, v15.4s, v0.s[2]\n"
"fmls v31.4s, v4.4s, v0.s[2]\n"
"mov v26.16b, v12.16b\n"
"fadd v27.4s, v27.4s, v21.4s\n"
"mov v25.16b, v19.16b\n"
"str s27, [x28, x11]\n"
"fmls v30.4s, v5.4s, v0.s[2]\n"
"fadd v31.4s, v31.4s, v22.4s\n"
"fmls v29.4s, v6.4s, v0.s[2]\n"
"str s31, [x28, x13]\n"
"fmla v26.4s, v10.4s, v0.s[2]\n"
"fadd v30.4s, v30.4s, v23.4s\n"
"fmla v25.4s, v9.4s, v0.s[2]\n"
"str s30, [x28, x23]\n"
"fadd v29.4s, v29.4s, v24.4s\n"
"str s29, [x28, x15]\n"
"fmls v26.4s, v1.4s, v0.s[2]\n"
"fmls v25.4s, v2.4s, v0.s[2]\n"
"add x28, x28, #4\n"
"mov v30.16b, v20.16b\n"
"mov v29.16b, v16.16b\n"
"fsub v26.4s, v26.4s, v14.4s\n"
"mov v28.16b, v17.16b\n"
"str s26, [x22]\n"
"fsub v25.4s, v25.4s, v13.4s\n"
"str s25, [x22, %[output_col_stride1]]\n"
"fmla v30.4s, v7.4s, v0.s[2]\n"
"fmla v29.4s, v8.4s, v0.s[2]\n"
"fmla v28.4s, v11.4s, v0.s[2]\n"
"mov v26.16b, v18.16b\n"
"mov v25.16b, v12.16b\n"
"fmls v30.4s, v3.4s, v0.s[2]\n"
"mov v31.16b, v19.16b\n"
"fmls v29.4s, v4.4s, v0.s[2]\n"
"fmls v28.4s, v5.4s, v0.s[2]\n"
"fmla v26.4s, v15.4s, v0.s[2]\n"
"fmls v25.4s, v10.4s, v0.s[1]\n"
"fsub v30.4s, v30.4s, v21.4s\n"
"fmls v31.4s, v9.4s, v0.s[1]\n"
"str s30, [x22, x11]\n"
"fsub v29.4s, v29.4s, v22.4s\n"
"str s29, [x22, x13]\n"
"fsub v28.4s, v28.4s, v23.4s\n"
"str s28, [x22, x23]\n"
"fmls v26.4s, v6.4s, v0.s[2]\n"
"fsub v25.4s, v25.4s, v1.4s\n"
"fsub v31.4s, v31.4s, v2.4s\n"
"fmla v25.4s, v14.4s, v0.s[1]\n"
"fmla v31.4s, v13.4s, v0.s[1]\n"
"fsub v26.4s, v26.4s, v24.4s\n"
"mov v27.16b, v20.16b\n"
"str s26, [x22, x15]\n"
"mov v26.16b, v16.16b\n"
"str s25, [x12]\n"
"fmls v27.4s, v7.4s, v0.s[1]\n"
"str s31, [x12, %[output_col_stride1]]\n"
"fmls v26.4s, v8.4s, v0.s[1]\n"
"mov v25.16b, v17.16b\n"
"add x22, x22, #4\n"
"fsub v27.4s, v27.4s, v3.4s\n"
"mov v28.16b, v18.16b\n"
"fmla v27.4s, v21.4s, v0.s[1]\n"
"fsub v26.4s, v26.4s, v4.4s\n"
"fmla v26.4s, v22.4s, v0.s[1]\n"
"fmls v25.4s, v11.4s, v0.s[1]\n"
"fmls v28.4s, v15.4s, v0.s[1]\n"
"mov v12.16b, v12.16b\n"
"str s27, [x12, x11]\n"
"mov v19.16b, v19.16b\n"
"str s26, [x12, x13]\n"
"fsub v25.4s, v25.4s, v5.4s\n"
"fmla v25.4s, v23.4s, v0.s[1]\n"
"fsub v28.4s, v28.4s, v6.4s\n"
"fmla v28.4s, v24.4s, v0.s[1]\n"
"fmla v12.4s, v10.4s, v0.s[1]\n"
"fmla v19.4s, v9.4s, v0.s[1]\n"
"mov v20.16b, v20.16b\n"
"str s25, [x12, x23]\n"
"mov v16.16b, v16.16b\n"
"str s28, [x12, x15]\n"
"fsub v12.4s, v12.4s, v1.4s\n"
"fmls v12.4s, v14.4s, v0.s[1]\n"
"add x12, x12, #4\n"
"fsub v19.4s, v19.4s, v2.4s\n"
"fmla v20.4s, v7.4s, v0.s[1]\n"
"fmls v19.4s, v13.4s, v0.s[1]\n"
"fmla v16.4s, v8.4s, v0.s[1]\n"
"str s12, [x14]\n"
"mov v1.16b, v17.16b\n"
"fsub v20.4s, v20.4s, v3.4s\n"
"mov v17.16b, v18.16b\n"
"str s19, [x14, %[output_col_stride1]]\n"
"fmls v20.4s, v21.4s, v0.s[1]\n"
"fsub v16.4s, v16.4s, v4.4s\n"
"fmla v1.4s, v11.4s, v0.s[1]\n"
"fmls v16.4s, v22.4s, v0.s[1]\n"
"fmla v17.4s, v15.4s, v0.s[1]\n"
"str s20, [x14, x11]\n"
"fsub v1.4s, v1.4s, v5.4s\n"
"str s16, [x14, x13]\n"
"fmls v1.4s, v23.4s, v0.s[1]\n"
"fsub v17.4s, v17.4s, v6.4s\n"
"fmls v17.4s, v24.4s, v0.s[1]\n"
"str s1, [x14, x23]\n"
"str s17, [x14, x15]\n"
"add x14, x14, #4\n"
"ldr s2, [x27, x20]\n"
"mov v4.16b, v2.16b\n"
"ldr s17, [x27, x9]\n"
"mov v12.16b, v2.16b\n"
"ldr s18, [x27]\n"
"fmla v4.4s, v18.4s, v0.s[2]\n"
"ldr s3, [x27, x21]\n"
"mov v6.16b, v2.16b\n"
"ldr s5, [x27, x19]\n"
"mov v1.16b, v2.16b\n"
"ldr s18, [x27, %[input_col_stride1]]\n"
"fmls v4.4s, v17.4s, v0.s[3]\n"
"add x27, x27, #4\n"
"fmls v12.4s, v18.4s, v0.s[2]\n"
"fmla v6.4s, v18.4s, v0.s[2]\n"
"fmls v1.4s, v18.4s, v0.s[1]\n"
"mov v2.16b, v2.16b\n"
"mov v3.16b, v3.16b\n"
"mov v4.16b, v4.16b\n"
"fmls v12.4s, v17.4s, v0.s[2]\n"
"fmls v6.4s, v17.4s, v0.s[2]\n"
"fsub v1.4s, v1.4s, v17.4s\n"
"fmla v2.4s, v18.4s, v0.s[1]\n"
"fmla v1.4s, v5.4s, v0.s[1]\n"
"fmla v3.4s, v18.4s, v0.s[2]\n"
"fadd v12.4s, v12.4s, v5.4s\n"
"fsub v6.4s, v6.4s, v5.4s\n"
"fsub v2.4s, v2.4s, v17.4s\n"
"fmla v4.4s, v10.4s, v0.s[2]\n"
"fmls v2.4s, v5.4s, v0.s[1]\n"
"fmls v3.4s, v5.4s, v0.s[3]\n"
"mov v16.16b, v12.16b\n"
"mov v5.16b, v6.16b\n"
"fmls v4.4s, v14.4s, v0.s[3]\n"
"mov v6.16b, v1.16b\n"
"fmla v16.4s, v9.4s, v0.s[2]\n"
"fmla v5.4s, v7.4s, v0.s[2]\n"
"fmla v6.4s, v8.4s, v0.s[2]\n"
"mov v9.16b, v2.16b\n"
"str s4, [x24]\n"
"mov v10.16b, v3.16b\n"
"fmls v16.4s, v13.4s, v0.s[3]\n"
"fmls v5.4s, v21.4s, v0.s[3]\n"
"fmls v6.4s, v22.4s, v0.s[3]\n"
"fmla v9.4s, v11.4s, v0.s[2]\n"
"fmla v10.4s, v15.4s, v0.s[2]\n"
"str s16, [x24, %[output_col_stride1]]\n"
"str s5, [x24, x11]\n"
"fmls v9.4s, v23.4s, v0.s[3]\n"
"str s6, [x24, x13]\n"
"fmls v10.4s, v24.4s, v0.s[3]\n"
"str s9, [x24, x23]\n"
"str s10, [x24, x15]\n"
"add x24, x24, #4\n"
"4:\n"
: [outptr0] "+r" (matrix_base),
[n_channels] "+r" (n_channels),
[inptr0] "+r" (input_base)
: [pcoeffs] "r" (pcoeffs),
[output_row_stride] "r" (6 * matrix_stride * sizeof(float)),
[output_col_stride1] "r" (matrix_stride * sizeof(float)),
[input_row_stride] "r" (input_row_stride * sizeof(float)),
[input_col_stride1] "r" (input_col_stride * sizeof(float))
: "cc", "v0", "v1", "v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17",
"v18", "v19", "v2", "v20", "v21", "v22", "v23", "v24", "v25", "v26",
"v27", "v28", "v29", "v3", "v30", "v31", "v4", "v5", "v6", "v7", "v8",
"v9", "x11", "x12", "x13", "x14", "x15", "x16", "x17", "x9", "x19",
"x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "memory"
);
}
#else // __arm__ not __aarch64__
template <>
void InputTransform<6, 6, float, float, WinogradRoots::Integers>::transform_tile(
const int n_channels,
const float* const input_base,
const int input_row_stride,
const int input_col_stride,
float* outptr,
const int matrix_stride
)
{
constexpr int inner_tile_rows = 6;
constexpr int inner_tile_cols = 6;
// Get pointers into the input tile
const float *x_ptrs[inner_tile_rows][inner_tile_cols];
for (int i = 0, xi = 0; i < inner_tile_rows; i++, xi++)
{
// Get a pointer into the row
const float* const row_ptr = input_base + xi*input_row_stride;
for (int j = 0, xj = 0; j < inner_tile_cols; j++, xj++)
{
x_ptrs[i][j] = row_ptr + xj*input_col_stride;
}
}
// Matrices used/computed in this kernel.
float x[inner_tile_rows][inner_tile_cols];
float XTx[inner_tile_rows][inner_tile_cols];
float U[inner_tile_rows][inner_tile_cols];
for (int i = 0; i < inner_tile_rows; i++)
{
for (int j = 0; j < inner_tile_cols; j++)
{
x[i][j] = XTx[i][j] = 0.0f;
}
}
// Perform the Winograd input transformation for each channel in the input
// tensor.
int channels_remaining = n_channels;
for (; channels_remaining >= 2; channels_remaining -= 2)
{
// Matrices used/computed in this kernel
float32x2_t x[inner_tile_rows][inner_tile_cols];
float32x2_t XTx[inner_tile_rows][inner_tile_cols];
float32x2_t U[inner_tile_rows][inner_tile_cols];
for (int i = 0; i < inner_tile_rows; i++)
{
for (int j = 0; j < inner_tile_cols; j++)
{
x[i][j] = vdup_n_f32(0.0f);
XTx[i][j] = vdup_n_f32(0.0f);
}
}
// Read a 6x6 tile in the Winograd domain
for (int i = 0; i < inner_tile_rows; i++)
{
for (int j = 0; j < inner_tile_cols; j++)
{
x[i][j] = vld1_f32(x_ptrs[i][j]);
x_ptrs[i][j] += 2;
}
}
// Compute XT . x
for (int j = 0; j < inner_tile_cols; j++)
{
// XTx[0][j] = 4*x[0][j] + -5*x[2][j] + 1*x[4][j];
XTx[0][j] = vmls_n_f32(vmla_n_f32(x[4][j], x[0][j], 4.0f), x[2][j], 5.0f);
// XTx[1][j] = -4*x[1][j] + -4*x[2][j] + 1*x[3][j] + 1*x[4][j];
XTx[1][j] = vmls_n_f32(vadd_f32(x[3][j], x[4][j]), vadd_f32(x[1][j], x[2][j]), 4.0f);
// XTx[2][j] = 4*x[1][j] + -4*x[2][j] + -1*x[3][j] + 1*x[4][j];
XTx[2][j] = vmla_n_f32(vsub_f32(x[4][j], x[3][j]), vsub_f32(x[1][j], x[2][j]), 4.0f);
// XTx[3][j] = -2*x[1][j] + -1*x[2][j] + 2*x[3][j] + 1*x[4][j];
XTx[3][j] = vmla_n_f32(vsub_f32(x[4][j], x[2][j]), vsub_f32(x[3][j], x[1][j]), 2.0f);
// XTx[4][j] = 2*x[1][j] + -1*x[2][j] + -2*x[3][j] + 1*x[4][j];
XTx[4][j] = vmla_n_f32(vsub_f32(x[4][j], x[2][j]), vsub_f32(x[1][j], x[3][j]), 2.0f);
// XTx[5][j] = 4*x[1][j] + -5*x[3][j] + 1*x[5][j];
XTx[5][j] = vmls_n_f32(vmla_n_f32(x[5][j], x[1][j], 4.0f), x[3][j], 5.0f);
}
// Compute U = XT . x . X
for (int i = 0; i < inner_tile_rows; i++)
{
// U[i][0] = 4*XTx[i][0] + -5*XTx[i][2] + 1*XTx[i][4];
U[i][0] = vmls_n_f32(vmla_n_f32(XTx[i][4], XTx[i][0], 4.0f), XTx[i][2], 5.0f);
// U[i][1] = -4*XTx[i][1] + -4*XTx[i][2] + 1*XTx[i][3] + 1*XTx[i][4];
U[i][1] = vmls_n_f32(vadd_f32(XTx[i][3], XTx[i][4]), vadd_f32(XTx[i][1], XTx[i][2]), 4.0f);
// U[i][2] = 4*XTx[i][1] + -4*XTx[i][2] + -1*XTx[i][3] + 1*XTx[i][4];
U[i][2] = vmla_n_f32(vsub_f32(XTx[i][4], XTx[i][3]), vsub_f32(XTx[i][1], XTx[i][2]), 4.0f);
// U[i][3] = -2*XTx[i][1] + -1*XTx[i][2] + 2*XTx[i][3] + 1*XTx[i][4];
U[i][3] = vmla_n_f32(vsub_f32(XTx[i][4], XTx[i][2]), vsub_f32(XTx[i][3], XTx[i][1]), 2.0f);
// U[i][4] = 2*XTx[i][1] + -1*XTx[i][2] + -2*XTx[i][3] + 1*XTx[i][4];
U[i][4] = vmla_n_f32(vsub_f32(XTx[i][4], XTx[i][2]), vsub_f32(XTx[i][1], XTx[i][3]), 2.0f);
// U[i][5] = 4*XTx[i][1] + -5*XTx[i][3] + 1*XTx[i][5];
U[i][5] = vmls_n_f32(vmla_n_f32(XTx[i][5], XTx[i][1], 4.0f), XTx[i][3], 5.0f);
}
// Store the transformed matrix
for (int i = 0, m = 0; i < inner_tile_rows; i++)
{
for (int j = 0; j < inner_tile_cols; j++, m++)
{
vst1_f32(outptr + m*matrix_stride, U[i][j]);
}
}
outptr += 2;
}
for (; channels_remaining; channels_remaining--)
{
// Load x
for (int i = 0; i < inner_tile_rows; i++)
{
for (int j = 0; j < inner_tile_cols; j++)
{
x[i][j] = *(x_ptrs[i][j]++);
}
}
// Compute XT . x
for (int j = 0; j < inner_tile_cols; j++)
{
XTx[0][j] = 4*x[0][j] + -5*x[2][j] + 1*x[4][j];
XTx[1][j] = -4*x[1][j] + -4*x[2][j] + 1*x[3][j] + 1*x[4][j];
XTx[2][j] = 4*x[1][j] + -4*x[2][j] + -1*x[3][j] + 1*x[4][j];
XTx[3][j] = -2*x[1][j] + -1*x[2][j] + 2*x[3][j] + 1*x[4][j];
XTx[4][j] = 2*x[1][j] + -1*x[2][j] + -2*x[3][j] + 1*x[4][j];
XTx[5][j] = 4*x[1][j] + -5*x[3][j] + 1*x[5][j];
}
// Compute U = XT . x . X
for (int i = 0; i < inner_tile_rows; i++)
{
U[i][0] = 4*XTx[i][0] + -5*XTx[i][2] + 1*XTx[i][4];
U[i][1] = -4*XTx[i][1] + -4*XTx[i][2] + 1*XTx[i][3] + 1*XTx[i][4];
U[i][2] = 4*XTx[i][1] + -4*XTx[i][2] + -1*XTx[i][3] + 1*XTx[i][4];
U[i][3] = -2*XTx[i][1] + -1*XTx[i][2] + 2*XTx[i][3] + 1*XTx[i][4];
U[i][4] = 2*XTx[i][1] + -1*XTx[i][2] + -2*XTx[i][3] + 1*XTx[i][4];
U[i][5] = 4*XTx[i][1] + -5*XTx[i][3] + 1*XTx[i][5];
}
// Store the transformed matrix
for (int i = 0, m = 0; i < inner_tile_rows; i++)
{
for (int j = 0; j < inner_tile_cols; j++, m++)
{
*(outptr + m*matrix_stride) = U[i][j];
}
}
outptr++;
}
}
#endif
template class InputTransform<6, 6, float, float, WinogradRoots::Integers>;
} // namespace winograd