src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst/generic_direct.cpp - ml/ComputeLibrary - Gitiles

 /*
  * Copyright (c) 2021, 2023 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 <cstddef>
 #include <cstdint>

 #if __aarch64__ && defined(ARM_COMPUTE_ENABLE_SVE) && defined(__ARM_FP16_ARGS)

 namespace arm_conv {
 namespace depthwise {

 void sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst_direct_impl(
   const unsigned int n_tile_rows,
   const unsigned int n_tile_cols,
   const __fp16 *inptr,
   int64_t ld_input_row,
   int64_t ld_input_col,
   __fp16 *outptr,
   int64_t ld_output_row,
   int64_t ld_output_col,
   const void *params,
   unsigned int n_channels,
   const __fp16 activation_min,
   const __fp16 activation_max
 )
 {
   struct Args
   {
     const uint64_t n_tile_rows, n_tile_cols;
     const __fp16 *inptr;
     const uint64_t ld_input_row;
     const uint64_t ld_input_col;
     __fp16 *outptr;
     const uint64_t ld_output_row;
     const uint64_t ld_output_col;
     const void *params;
     const __fp16 min, max;

     uint64_t tile_i = 0, tile_j = 0;

     Args(
       const unsigned int n_tile_rows,
       const unsigned int n_tile_cols,
       const __fp16 *inptr,
       int64_t ld_input_row,
       int64_t ld_input_col,
       __fp16 *outptr,
       int64_t ld_output_row,
       int64_t ld_output_col,
       const void *params,
       const float activation_min,
       const float activation_max
     ) : n_tile_rows(n_tile_rows), n_tile_cols(n_tile_cols), inptr(inptr),
         ld_input_row(ld_input_row), ld_input_col(ld_input_col), outptr(outptr),
         ld_output_row(ld_output_row), ld_output_col(ld_output_col),
         params(params), min(activation_min), max(activation_max)
     {
     }
   };

   Args params_struct(
     n_tile_rows, n_tile_cols,
     inptr, ld_input_row, ld_input_col,
     outptr, ld_output_row, ld_output_col,
     params, activation_min, activation_max
   );

   __asm__ __volatile__(
     "ptrue p3.b\n"
     "mov x12, #0x0\n"
     "mov x8, #0x0\n"
     "1:"  // Tile loop
     "str x12, [%x[params_struct], %[offsetof_args_tile_i]]\n"
     "mov x25, #0x2\n"
     "mov x24, #0x2\n"
     "str x8, [%x[params_struct], %[offsetof_args_tile_j]]\n"
     "ldr x23, [%x[params_struct], %[offsetof_args_ld_input_row]]\n"
     "ldr x17, [%x[params_struct], %[offsetof_args_ld_input_col]]\n"
     "mul x22, x12, x23\n"  // offset = tile_i * ld_input_row
     "ldr x21, [%x[params_struct], %[offsetof_args_ld_output_row]]\n"
     "madd x22, x8, x17, x22\n"  // offset += tile_j * ld_input_col
     "ldr x16, [%x[params_struct], %[offsetof_args_ld_output_col]]\n"
     "add x15, x17, x17\n"
     "mul x20, x12, x21\n"  // offset = tile_i * ld_output_row
     "ldr x14, [%x[params_struct], %[offsetof_args_inptr]]\n"
     "ldr x13, [%x[params_struct], %[offsetof_args_outptr]]\n"
     "cnth x12\n"
     "mul x22, x22, x25\n"  // offset *= kernel_stride * output_size
     "add x14, x14, x22, LSL #1\n"  // inptr[0] += offset * sizeof(__fp16)
     "add x11, x14, x23, LSL #1\n"
     "ldr x10, [%x[params_struct], %[offsetof_args_params]]\n"
     "madd x20, x8, x16, x20\n"  // offset += tile_j * ld_output_col
     "add x9, x11, x23, LSL #1\n"
     "add x28, x15, x17\n"
     "ld1rh { z18.h }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n"
     "mul x20, x20, x24\n"  // offset *= output_tile_size
     "whilelt p2.h, XZR, %x[n_channels]\n"
     "add x27, x9, x23, LSL #1\n"
     "ld1rh { z17.h }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n"
     "add x26, x28, x17\n"
     "add x25, x27, x23, LSL #1\n"
     "ld1h { z16.h }, p3/Z, [x10]\n"
     "ld1h { z0.h }, p3/Z, [x10, #1, MUL VL]\n"
     "add x24, x26, x17\n"
     "add x13, x13, x20, LSL #1\n"  // outptrs[0] += offset * sizeof(__fp16)
     "ld1h { z1.h }, p3/Z, [x10, #2, MUL VL]\n"
     "ld1h { z2.h }, p3/Z, [x10, #3, MUL VL]\n"
     "cmp x12, %x[n_channels]\n"
     "add x23, x25, x23, LSL #1\n"
     "ld1h { z3.h }, p3/Z, [x10, #4, MUL VL]\n"
     "ld1h { z4.h }, p3/Z, [x10, #5, MUL VL]\n"
     "add x22, x13, x21, LSL #1\n"
     "mov x21, #0x0\n"
     "ld1h { z5.h }, p2/Z, [x14]\n"
     "ld1h { z6.h }, p2/Z, [x14, x17, LSL #1]\n"
     "sub x20, XZR, x12\n"
     "ld1h { z7.h }, p2/Z, [x11]\n"
     "ld1h { z8.h }, p2/Z, [x11, x17, LSL #1]\n"
     "addvl x10, x10, #6\n"
     "ld1h { z9.h }, p2/Z, [x14, x15, LSL #1]\n"
     "ld1h { z13.h }, p2/Z, [x11, x15, LSL #1]\n"
     "ld1h { z11.h }, p2/Z, [x14, x28, LSL #1]\n"
     "ld1h { z12.h }, p2/Z, [x14, x26, LSL #1]\n"
     "ld1h { z10.h }, p2/Z, [x11, x24, LSL #1]\n"
     "ld1h { z14.h }, p2/Z, [x9]\n"
     "bge 3f\n"
     "2:"  // Tile loop: Channel loop
     "movprfx z28, z16\n fmla z28.h, p3/M, z0.h, z5.h\n"
     "movprfx z29, z16\n fmla z29.h, p3/M, z0.h, z6.h\n"
     "ld1h { z5.h }, p2/Z, [x11, x28, LSL #1]\n"
     "whilelt p1.h, x12, %x[n_channels]\n"
     "movprfx z30, z16\n fmla z30.h, p3/M, z0.h, z7.h\n"
     "movprfx z31, z16\n fmla z31.h, p3/M, z0.h, z8.h\n"
     "ld1h { z0.h }, p3/Z, [x10]\n"
     "inch x21\n"
     "fmla z28.h, p3/M, z1.h, z6.h\n"
     "fmla z29.h, p3/M, z1.h, z9.h\n"
     "ld1h { z6.h }, p2/Z, [x11, x26, LSL #1]\n"
     "inch x12\n"
     "fmla z30.h, p3/M, z1.h, z8.h\n"
     "fmla z31.h, p3/M, z1.h, z13.h\n"
     "ld1h { z1.h }, p3/Z, [x10, #1, MUL VL]\n"
     "mov p0.b, p2.b\n"
     "fmla z28.h, p3/M, z2.h, z9.h\n"
     "fmla z29.h, p3/M, z2.h, z11.h\n"
     "ld1h { z9.h }, p2/Z, [x14, x24, LSL #1]\n"
     "addvl x14, x14, #1\n"
     "fmla z30.h, p3/M, z2.h, z13.h\n"
     "fmla z31.h, p3/M, z2.h, z5.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #2, MUL VL]\n"
     "addvl x11, x11, #1\n"
     "fmla z28.h, p3/M, z3.h, z11.h\n"
     "fmla z29.h, p3/M, z3.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x9, x17, LSL #1]\n"
     "inch x20\n"
     "fmla z30.h, p3/M, z3.h, z5.h\n"
     "fmla z31.h, p3/M, z3.h, z6.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #3, MUL VL]\n"
     "fmla z28.h, p3/M, z4.h, z12.h\n"
     "fmla z29.h, p3/M, z4.h, z9.h\n"
     "ld1h { z12.h }, p2/Z, [x9, x15, LSL #1]\n"
     "ld1h { z9.h }, p2/Z, [x9, x28, LSL #1]\n"
     "fmla z30.h, p3/M, z4.h, z6.h\n"
     "fmla z31.h, p3/M, z4.h, z10.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #4, MUL VL]\n"
     "fmla z28.h, p3/M, z0.h, z7.h\n"
     "fmla z29.h, p3/M, z0.h, z8.h\n"
     "ld1h { z7.h }, p1/Z, [x11]\n"
     "fmla z30.h, p3/M, z0.h, z14.h\n"
     "fmla z31.h, p3/M, z0.h, z11.h\n"
     "ld1h { z0.h }, p3/Z, [x10, #5, MUL VL]\n"
     "fmla z28.h, p3/M, z1.h, z8.h\n"
     "fmla z29.h, p3/M, z1.h, z13.h\n"
     "ld1h { z8.h }, p2/Z, [x9, x24, LSL #1]\n"
     "fmla z30.h, p3/M, z1.h, z11.h\n"
     "fmla z31.h, p3/M, z1.h, z12.h\n"
     "ld1h { z1.h }, p3/Z, [x10, #6, MUL VL]\n"
     "fmla z28.h, p3/M, z2.h, z13.h\n"
     "fmla z29.h, p3/M, z2.h, z5.h\n"
     "ld1h { z13.h }, p2/Z, [x9, x26, LSL #1]\n"
     "addvl x9, x9, #1\n"
     "fmla z30.h, p3/M, z2.h, z12.h\n"
     "fmla z31.h, p3/M, z2.h, z9.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #7, MUL VL]\n"
     "addvl x10, x10, #16\n"
     "fmla z28.h, p3/M, z3.h, z5.h\n"
     "fmla z29.h, p3/M, z3.h, z6.h\n"
     "ld1h { z5.h }, p2/Z, [x27]\n"
     "ld1h { z16.h }, p3/Z, [x10, #4, MUL VL]\n"
     "fmla z30.h, p3/M, z3.h, z9.h\n"
     "fmla z31.h, p3/M, z3.h, z13.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #-8, MUL VL]\n"
     "fmla z28.h, p3/M, z4.h, z6.h\n"
     "fmla z29.h, p3/M, z4.h, z10.h\n"
     "ld1h { z6.h }, p2/Z, [x27, x17, LSL #1]\n"
     "ld1h { z10.h }, p2/Z, [x27, x15, LSL #1]\n"
     "fmla z30.h, p3/M, z4.h, z13.h\n"
     "fmla z31.h, p3/M, z4.h, z8.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #-7, MUL VL]\n"
     "fmla z28.h, p3/M, z0.h, z14.h\n"
     "fmla z29.h, p3/M, z0.h, z11.h\n"
     "ld1h { z14.h }, p2/Z, [x27, x24, LSL #1]\n"
     "fmla z30.h, p3/M, z0.h, z5.h\n"
     "fmla z31.h, p3/M, z0.h, z6.h\n"
     "ld1h { z0.h }, p3/Z, [x10, #-6, MUL VL]\n"
     "fmla z28.h, p3/M, z1.h, z11.h\n"
     "fmla z29.h, p3/M, z1.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x27, x28, LSL #1]\n"
     "fmla z30.h, p3/M, z1.h, z6.h\n"
     "fmla z31.h, p3/M, z1.h, z10.h\n"
     "ld1h { z1.h }, p3/Z, [x10, #-5, MUL VL]\n"
     "fmla z28.h, p3/M, z2.h, z12.h\n"
     "fmla z29.h, p3/M, z2.h, z9.h\n"
     "ld1h { z12.h }, p2/Z, [x27, x26, LSL #1]\n"
     "addvl x27, x27, #1\n"
     "fmla z30.h, p3/M, z2.h, z10.h\n"
     "fmla z31.h, p3/M, z2.h, z11.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #-4, MUL VL]\n"
     "fmla z28.h, p3/M, z3.h, z9.h\n"
     "fmla z29.h, p3/M, z3.h, z13.h\n"
     "ld1h { z9.h }, p2/Z, [x25]\n"
     "fmla z30.h, p3/M, z3.h, z11.h\n"
     "fmla z31.h, p3/M, z3.h, z12.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #-3, MUL VL]\n"
     "fmla z28.h, p3/M, z4.h, z13.h\n"
     "fmla z29.h, p3/M, z4.h, z8.h\n"
     "ld1h { z13.h }, p2/Z, [x25, x17, LSL #1]\n"
     "ld1h { z8.h }, p2/Z, [x25, x26, LSL #1]\n"
     "fmla z30.h, p3/M, z4.h, z12.h\n"
     "fmla z31.h, p3/M, z4.h, z14.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #-2, MUL VL]\n"
     "fmla z28.h, p3/M, z0.h, z5.h\n"
     "fmla z29.h, p3/M, z0.h, z6.h\n"
     "ld1h { z5.h }, p2/Z, [x25, x15, LSL #1]\n"
     "fmla z30.h, p3/M, z0.h, z9.h\n"
     "fmla z31.h, p3/M, z0.h, z13.h\n"
     "ld1h { z0.h }, p3/Z, [x10, #-1, MUL VL]\n"
     "fmla z28.h, p3/M, z1.h, z6.h\n"
     "fmla z29.h, p3/M, z1.h, z10.h\n"
     "ld1h { z6.h }, p2/Z, [x25, x28, LSL #1]\n"
     "fmla z30.h, p3/M, z1.h, z13.h\n"
     "fmla z31.h, p3/M, z1.h, z5.h\n"
     "ld1h { z1.h }, p3/Z, [x10]\n"
     "fmla z28.h, p3/M, z2.h, z10.h\n"
     "fmla z29.h, p3/M, z2.h, z11.h\n"
     "ld1h { z10.h }, p2/Z, [x25, x24, LSL #1]\n"
     "addvl x25, x25, #1\n"
     "fmla z30.h, p3/M, z2.h, z5.h\n"
     "fmla z31.h, p3/M, z2.h, z6.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #1, MUL VL]\n"
     "fmla z28.h, p3/M, z3.h, z11.h\n"
     "fmla z29.h, p3/M, z3.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x23]\n"
     "fmla z30.h, p3/M, z3.h, z6.h\n"
     "fmla z31.h, p3/M, z3.h, z8.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #2, MUL VL]\n"
     "fmla z28.h, p3/M, z4.h, z12.h\n"
     "fmla z29.h, p3/M, z4.h, z14.h\n"
     "ld1h { z12.h }, p2/Z, [x23, x17, LSL #1]\n"
     "ld1h { z14.h }, p1/Z, [x9]\n"
     "fmla z30.h, p3/M, z4.h, z8.h\n"
     "fmla z31.h, p3/M, z4.h, z10.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #3, MUL VL]\n"
     "fmla z28.h, p3/M, z0.h, z9.h\n"
     "fmla z29.h, p3/M, z0.h, z13.h\n"
     "ld1h { z9.h }, p2/Z, [x23, x15, LSL #1]\n"
     "fmla z30.h, p3/M, z0.h, z11.h\n"
     "fmla z31.h, p3/M, z0.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x23, x28, LSL #1]\n"
     "ld1h { z0.h }, p3/Z, [x10, #5, MUL VL]\n"
     "fmla z28.h, p3/M, z1.h, z13.h\n"
     "fmla z29.h, p3/M, z1.h, z5.h\n"
     "ld1h { z13.h }, p1/Z, [x11, x15, LSL #1]\n"
     "fmla z30.h, p3/M, z1.h, z12.h\n"
     "fmla z31.h, p3/M, z1.h, z9.h\n"
     "ld1h { z12.h }, p2/Z, [x23, x26, LSL #1]\n"
     "ld1h { z1.h }, p3/Z, [x10, #6, MUL VL]\n"
     "fmla z28.h, p3/M, z2.h, z5.h\n"
     "fmla z29.h, p3/M, z2.h, z6.h\n"
     "ld1h { z5.h }, p1/Z, [x14]\n"
     "fmla z30.h, p3/M, z2.h, z9.h\n"
     "fmla z31.h, p3/M, z2.h, z11.h\n"
     "ld1h { z9.h }, p2/Z, [x23, x24, LSL #1]\n"
     "ld1h { z2.h }, p3/Z, [x10, #7, MUL VL]\n"
     "fmla z28.h, p3/M, z3.h, z6.h\n"
     "fmla z29.h, p3/M, z3.h, z8.h\n"
     "addvl x10, x10, #16\n"
     "whilelt p2.h, x21, %x[n_channels]\n"
     "fmla z30.h, p3/M, z3.h, z11.h\n"
     "fmla z31.h, p3/M, z3.h, z12.h\n"
     "cmp x12, %x[n_channels]\n"
     "addvl x23, x23, #1\n"
     "fmla z28.h, p3/M, z4.h, z8.h\n"
     "fmla z29.h, p3/M, z4.h, z10.h\n"
     "fmax z28.h, p3/M, z28.h, z18.h\n"
     "fmax z29.h, p3/M, z29.h, z18.h\n"
     "fmla z30.h, p3/M, z4.h, z12.h\n"
     "fmla z31.h, p3/M, z4.h, z9.h\n"
     "fmax z30.h, p3/M, z30.h, z18.h\n"
     "fmax z31.h, p3/M, z31.h, z18.h\n"
     "fmin z28.h, p3/M, z28.h, z17.h\n"
     "fmin z29.h, p3/M, z29.h, z17.h\n"
     "ld1h { z6.h }, p1/Z, [x14, x17, LSL #1]\n"
     "ld1h { z8.h }, p1/Z, [x11, x17, LSL #1]\n"
     "fmin z30.h, p3/M, z30.h, z17.h\n"
     "fmin z31.h, p3/M, z31.h, z17.h\n"
     "ld1h { z9.h }, p1/Z, [x14, x15, LSL #1]\n"
     "ld1h { z11.h }, p1/Z, [x14, x28, LSL #1]\n"
     "ld1h { z12.h }, p1/Z, [x14, x26, LSL #1]\n"
     "ld1h { z10.h }, p1/Z, [x11, x24, LSL #1]\n"
     "st1h { z28.h }, p0, [x13]\n"
     "st1h { z29.h }, p0, [x13, x16, LSL #1]\n"
     "addvl x13, x13, #1\n"
     "ld1h { z3.h }, p3/Z, [x10, #-8, MUL VL]\n"
     "ld1h { z4.h }, p3/Z, [x10, #-7, MUL VL]\n"
     "st1h { z30.h }, p0, [x22]\n"
     "addvl x10, x10, #-6\n"
     "st1h { z31.h }, p0, [x22, x16, LSL #1]\n"
     "addvl x22, x22, #1\n"
     "blt 2b\n"
     "3:"  // Tile loop: Channel tail
     "movprfx z28, z16\n fmla z28.h, p3/M, z0.h, z5.h\n"
     "movprfx z29, z16\n fmla z29.h, p3/M, z0.h, z6.h\n"
     "ld1h { z5.h }, p2/Z, [x11, x28, LSL #1]\n"
     "ldr x8, [%x[params_struct], %[offsetof_args_tile_j]]\n"
     "movprfx z30, z16\n fmla z30.h, p3/M, z0.h, z7.h\n"
     "movprfx z31, z16\n fmla z31.h, p3/M, z0.h, z8.h\n"
     "ld1h { z0.h }, p3/Z, [x10]\n"
     "ldr x12, [%x[params_struct], %[offsetof_args_tile_i]]\n"
     "fmla z28.h, p3/M, z1.h, z6.h\n"
     "fmla z29.h, p3/M, z1.h, z9.h\n"
     "ld1h { z6.h }, p2/Z, [x11, x26, LSL #1]\n"
     "ldr x20, [%x[params_struct], %[offsetof_args_n_tile_cols]]\n"
     "fmla z30.h, p3/M, z1.h, z8.h\n"
     "fmla z31.h, p3/M, z1.h, z13.h\n"
     "ld1h { z1.h }, p3/Z, [x10, #1, MUL VL]\n"
     "add x8, x8, #0x1\n"
     "fmla z28.h, p3/M, z2.h, z9.h\n"
     "fmla z29.h, p3/M, z2.h, z11.h\n"
     "ld1h { z9.h }, p2/Z, [x14, x24, LSL #1]\n"
     "cmp x8, x20\n"
     "fmla z30.h, p3/M, z2.h, z13.h\n"
     "fmla z31.h, p3/M, z2.h, z5.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #2, MUL VL]\n"
     "add x21, x12, #0x1\n"
     "fmla z28.h, p3/M, z3.h, z11.h\n"
     "fmla z29.h, p3/M, z3.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x9, x17, LSL #1]\n"
     "ldr x20, [%x[params_struct], %[offsetof_args_n_tile_rows]]\n"
     "fmla z30.h, p3/M, z3.h, z5.h\n"
     "fmla z31.h, p3/M, z3.h, z6.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #3, MUL VL]\n"
     "csel x12, x12, x21, LT\n"
     "fmla z28.h, p3/M, z4.h, z12.h\n"
     "fmla z29.h, p3/M, z4.h, z9.h\n"
     "ld1h { z12.h }, p2/Z, [x9, x15, LSL #1]\n"
     "ld1h { z9.h }, p2/Z, [x9, x28, LSL #1]\n"
     "fmla z30.h, p3/M, z4.h, z6.h\n"
     "fmla z31.h, p3/M, z4.h, z10.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #4, MUL VL]\n"
     "mov p0.b, p2.b\n"
     "fmla z28.h, p3/M, z0.h, z7.h\n"
     "fmla z29.h, p3/M, z0.h, z8.h\n"
     "csel x8, x8, XZR, LT\n"
     "cmp x12, x20\n"
     "fmla z30.h, p3/M, z0.h, z14.h\n"
     "fmla z31.h, p3/M, z0.h, z11.h\n"
     "ld1h { z0.h }, p3/Z, [x10, #5, MUL VL]\n"
     "fmla z28.h, p3/M, z1.h, z8.h\n"
     "fmla z29.h, p3/M, z1.h, z13.h\n"
     "ld1h { z8.h }, p2/Z, [x9, x24, LSL #1]\n"
     "fmla z30.h, p3/M, z1.h, z11.h\n"
     "fmla z31.h, p3/M, z1.h, z12.h\n"
     "ld1h { z1.h }, p3/Z, [x10, #6, MUL VL]\n"
     "fmla z28.h, p3/M, z2.h, z13.h\n"
     "fmla z29.h, p3/M, z2.h, z5.h\n"
     "ld1h { z13.h }, p2/Z, [x9, x26, LSL #1]\n"
     "fmla z30.h, p3/M, z2.h, z12.h\n"
     "fmla z31.h, p3/M, z2.h, z9.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #7, MUL VL]\n"
     "addvl x10, x10, #16\n"
     "fmla z28.h, p3/M, z3.h, z5.h\n"
     "fmla z29.h, p3/M, z3.h, z6.h\n"
     "ld1h { z5.h }, p2/Z, [x27]\n"
     "fmla z30.h, p3/M, z3.h, z9.h\n"
     "fmla z31.h, p3/M, z3.h, z13.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #-8, MUL VL]\n"
     "fmla z28.h, p3/M, z4.h, z6.h\n"
     "fmla z29.h, p3/M, z4.h, z10.h\n"
     "ld1h { z6.h }, p2/Z, [x27, x17, LSL #1]\n"
     "ld1h { z10.h }, p2/Z, [x27, x15, LSL #1]\n"
     "fmla z30.h, p3/M, z4.h, z13.h\n"
     "fmla z31.h, p3/M, z4.h, z8.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #-7, MUL VL]\n"
     "fmla z28.h, p3/M, z0.h, z14.h\n"
     "fmla z29.h, p3/M, z0.h, z11.h\n"
     "ld1h { z14.h }, p2/Z, [x27, x24, LSL #1]\n"
     "fmla z30.h, p3/M, z0.h, z5.h\n"
     "fmla z31.h, p3/M, z0.h, z6.h\n"
     "ld1h { z0.h }, p3/Z, [x10, #-6, MUL VL]\n"
     "fmla z28.h, p3/M, z1.h, z11.h\n"
     "fmla z29.h, p3/M, z1.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x27, x28, LSL #1]\n"
     "fmla z30.h, p3/M, z1.h, z6.h\n"
     "fmla z31.h, p3/M, z1.h, z10.h\n"
     "ld1h { z1.h }, p3/Z, [x10, #-5, MUL VL]\n"
     "fmla z28.h, p3/M, z2.h, z12.h\n"
     "fmla z29.h, p3/M, z2.h, z9.h\n"
     "ld1h { z12.h }, p2/Z, [x27, x26, LSL #1]\n"
     "fmla z30.h, p3/M, z2.h, z10.h\n"
     "fmla z31.h, p3/M, z2.h, z11.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #-4, MUL VL]\n"
     "fmla z28.h, p3/M, z3.h, z9.h\n"
     "fmla z29.h, p3/M, z3.h, z13.h\n"
     "ld1h { z9.h }, p2/Z, [x25]\n"
     "fmla z30.h, p3/M, z3.h, z11.h\n"
     "fmla z31.h, p3/M, z3.h, z12.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #-3, MUL VL]\n"
     "fmla z28.h, p3/M, z4.h, z13.h\n"
     "fmla z29.h, p3/M, z4.h, z8.h\n"
     "ld1h { z13.h }, p2/Z, [x25, x17, LSL #1]\n"
     "ld1h { z8.h }, p2/Z, [x25, x26, LSL #1]\n"
     "fmla z30.h, p3/M, z4.h, z12.h\n"
     "fmla z31.h, p3/M, z4.h, z14.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #-2, MUL VL]\n"
     "fmla z28.h, p3/M, z0.h, z5.h\n"
     "fmla z29.h, p3/M, z0.h, z6.h\n"
     "ld1h { z5.h }, p2/Z, [x25, x15, LSL #1]\n"
     "fmla z30.h, p3/M, z0.h, z9.h\n"
     "fmla z31.h, p3/M, z0.h, z13.h\n"
     "ld1h { z0.h }, p3/Z, [x10, #-1, MUL VL]\n"
     "fmla z28.h, p3/M, z1.h, z6.h\n"
     "fmla z29.h, p3/M, z1.h, z10.h\n"
     "ld1h { z6.h }, p2/Z, [x25, x28, LSL #1]\n"
     "fmla z30.h, p3/M, z1.h, z13.h\n"
     "fmla z31.h, p3/M, z1.h, z5.h\n"
     "ld1h { z1.h }, p3/Z, [x10]\n"
     "fmla z28.h, p3/M, z2.h, z10.h\n"
     "fmla z29.h, p3/M, z2.h, z11.h\n"
     "ld1h { z10.h }, p2/Z, [x25, x24, LSL #1]\n"
     "fmla z30.h, p3/M, z2.h, z5.h\n"
     "fmla z31.h, p3/M, z2.h, z6.h\n"
     "ld1h { z2.h }, p3/Z, [x10, #1, MUL VL]\n"
     "fmla z28.h, p3/M, z3.h, z11.h\n"
     "fmla z29.h, p3/M, z3.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x23]\n"
     "fmla z30.h, p3/M, z3.h, z6.h\n"
     "fmla z31.h, p3/M, z3.h, z8.h\n"
     "ld1h { z3.h }, p3/Z, [x10, #2, MUL VL]\n"
     "fmla z28.h, p3/M, z4.h, z12.h\n"
     "fmla z29.h, p3/M, z4.h, z14.h\n"
     "ld1h { z12.h }, p2/Z, [x23, x17, LSL #1]\n"
     "fmla z30.h, p3/M, z4.h, z8.h\n"
     "fmla z31.h, p3/M, z4.h, z10.h\n"
     "ld1h { z4.h }, p3/Z, [x10, #3, MUL VL]\n"
     "fmla z28.h, p3/M, z0.h, z9.h\n"
     "fmla z29.h, p3/M, z0.h, z13.h\n"
     "ld1h { z9.h }, p2/Z, [x23, x15, LSL #1]\n"
     "fmla z30.h, p3/M, z0.h, z11.h\n"
     "fmla z31.h, p3/M, z0.h, z12.h\n"
     "ld1h { z11.h }, p2/Z, [x23, x28, LSL #1]\n"
     "fmla z28.h, p3/M, z1.h, z13.h\n"
     "fmla z29.h, p3/M, z1.h, z5.h\n"
     "fmla z30.h, p3/M, z1.h, z12.h\n"
     "fmla z31.h, p3/M, z1.h, z9.h\n"
     "ld1h { z12.h }, p2/Z, [x23, x26, LSL #1]\n"
     "fmla z28.h, p3/M, z2.h, z5.h\n"
     "fmla z29.h, p3/M, z2.h, z6.h\n"
     "fmla z30.h, p3/M, z2.h, z9.h\n"
     "fmla z31.h, p3/M, z2.h, z11.h\n"
     "ld1h { z9.h }, p2/Z, [x23, x24, LSL #1]\n"
     "fmla z28.h, p3/M, z3.h, z6.h\n"
     "fmla z29.h, p3/M, z3.h, z8.h\n"
     "fmla z30.h, p3/M, z3.h, z11.h\n"
     "fmla z31.h, p3/M, z3.h, z12.h\n"
     "fmla z28.h, p3/M, z4.h, z8.h\n"
     "fmla z29.h, p3/M, z4.h, z10.h\n"
     "fmax z28.h, p3/M, z28.h, z18.h\n"
     "fmax z29.h, p3/M, z29.h, z18.h\n"
     "fmla z30.h, p3/M, z4.h, z12.h\n"
     "fmla z31.h, p3/M, z4.h, z9.h\n"
     "fmax z30.h, p3/M, z30.h, z18.h\n"
     "fmax z31.h, p3/M, z31.h, z18.h\n"
     "fmin z28.h, p3/M, z28.h, z17.h\n"
     "fmin z29.h, p3/M, z29.h, z17.h\n"
     "st1h { z28.h }, p0, [x13]\n"
     "fmin z30.h, p3/M, z30.h, z17.h\n"
     "fmin z31.h, p3/M, z31.h, z17.h\n"
     "st1h { z29.h }, p0, [x13, x16, LSL #1]\n"
     "st1h { z30.h }, p0, [x22]\n"
     "st1h { z31.h }, p0, [x22, x16, LSL #1]\n"
     "blt 1b\n"
     :
     : [n_channels] "r" ((unsigned long) n_channels), [offsetof_args_inptr] "I" (offsetof(Args, inptr)), [offsetof_args_ld_input_col] "I" (offsetof(Args, ld_input_col)), [offsetof_args_ld_input_row] "I" (offsetof(Args, ld_input_row)), [offsetof_args_ld_output_col] "I" (offsetof(Args, ld_output_col)), [offsetof_args_ld_output_row] "I" (offsetof(Args, ld_output_row)), [offsetof_args_max] "I" (offsetof(Args, max)), [offsetof_args_min] "I" (offsetof(Args, min)), [offsetof_args_n_tile_cols] "I" (offsetof(Args, n_tile_cols)), [offsetof_args_n_tile_rows] "I" (offsetof(Args, n_tile_rows)), [offsetof_args_outptr] "I" (offsetof(Args, outptr)), [offsetof_args_params] "I" (offsetof(Args, params)), [offsetof_args_tile_i] "I" (offsetof(Args, tile_i)), [offsetof_args_tile_j] "I" (offsetof(Args, tile_j)), [params_struct] "r" (&params_struct)
     : "cc", "memory", "p0", "p1", "p2", "p3", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "x17", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "z0", "z1", "z2", "z3", "z4", "z5", "z6", "z7", "z8", "z9", "z10", "z11", "z12", "z13", "z14", "z16", "z17", "z18", "z28", "z29", "z30", "z31"
   );
 }

 }  // namespace depthwise
 }  // namespace arm_conv

 #endif  // __aarch64__ && defined(ARM_COMPUTE_ENABLE_SVE) && defined(__ARM_FP16_ARGS)
	/*
	* Copyright (c) 2021, 2023 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 <cstddef>
	#include <cstdint>

	#if __aarch64__ && defined(ARM_COMPUTE_ENABLE_SVE) && defined(__ARM_FP16_ARGS)

	namespace arm_conv {
	namespace depthwise {

	void sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst_direct_impl(
	const unsigned int n_tile_rows,
	const unsigned int n_tile_cols,
	const __fp16 *inptr,
	int64_t ld_input_row,
	int64_t ld_input_col,
	__fp16 *outptr,
	int64_t ld_output_row,
	int64_t ld_output_col,
	const void *params,
	unsigned int n_channels,
	const __fp16 activation_min,
	const __fp16 activation_max
	)
	{
	struct Args
	{
	const uint64_t n_tile_rows, n_tile_cols;
	const __fp16 *inptr;
	const uint64_t ld_input_row;
	const uint64_t ld_input_col;
	__fp16 *outptr;
	const uint64_t ld_output_row;
	const uint64_t ld_output_col;
	const void *params;
	const __fp16 min, max;

	uint64_t tile_i = 0, tile_j = 0;

	Args(
	const unsigned int n_tile_rows,
	const unsigned int n_tile_cols,
	const __fp16 *inptr,
	int64_t ld_input_row,
	int64_t ld_input_col,
	__fp16 *outptr,
	int64_t ld_output_row,
	int64_t ld_output_col,
	const void *params,
	const float activation_min,
	const float activation_max
	) : n_tile_rows(n_tile_rows), n_tile_cols(n_tile_cols), inptr(inptr),
	ld_input_row(ld_input_row), ld_input_col(ld_input_col), outptr(outptr),
	ld_output_row(ld_output_row), ld_output_col(ld_output_col),
	params(params), min(activation_min), max(activation_max)
	{
	}
	};

	Args params_struct(
	n_tile_rows, n_tile_cols,
	inptr, ld_input_row, ld_input_col,
	outptr, ld_output_row, ld_output_col,
	params, activation_min, activation_max
	);

	__asm__ __volatile__(
	"ptrue p3.b\n"
	"mov x12, #0x0\n"
	"mov x8, #0x0\n"
	"1:" // Tile loop
	"str x12, [%x[params_struct], %[offsetof_args_tile_i]]\n"
	"mov x25, #0x2\n"
	"mov x24, #0x2\n"
	"str x8, [%x[params_struct], %[offsetof_args_tile_j]]\n"
	"ldr x23, [%x[params_struct], %[offsetof_args_ld_input_row]]\n"
	"ldr x17, [%x[params_struct], %[offsetof_args_ld_input_col]]\n"
	"mul x22, x12, x23\n" // offset = tile_i * ld_input_row
	"ldr x21, [%x[params_struct], %[offsetof_args_ld_output_row]]\n"
	"madd x22, x8, x17, x22\n" // offset += tile_j * ld_input_col
	"ldr x16, [%x[params_struct], %[offsetof_args_ld_output_col]]\n"
	"add x15, x17, x17\n"
	"mul x20, x12, x21\n" // offset = tile_i * ld_output_row
	"ldr x14, [%x[params_struct], %[offsetof_args_inptr]]\n"
	"ldr x13, [%x[params_struct], %[offsetof_args_outptr]]\n"
	"cnth x12\n"
	"mul x22, x22, x25\n" // offset = kernel_stride output_size
	"add x14, x14, x22, LSL #1\n" // inptr[0] += offset * sizeof(__fp16)
	"add x11, x14, x23, LSL #1\n"
	"ldr x10, [%x[params_struct], %[offsetof_args_params]]\n"
	"madd x20, x8, x16, x20\n" // offset += tile_j * ld_output_col
	"add x9, x11, x23, LSL #1\n"
	"add x28, x15, x17\n"
	"ld1rh { z18.h }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n"
	"mul x20, x20, x24\n" // offset *= output_tile_size
	"whilelt p2.h, XZR, %x[n_channels]\n"
	"add x27, x9, x23, LSL #1\n"
	"ld1rh { z17.h }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n"
	"add x26, x28, x17\n"
	"add x25, x27, x23, LSL #1\n"
	"ld1h { z16.h }, p3/Z, [x10]\n"
	"ld1h { z0.h }, p3/Z, [x10, #1, MUL VL]\n"
	"add x24, x26, x17\n"
	"add x13, x13, x20, LSL #1\n" // outptrs[0] += offset * sizeof(__fp16)
	"ld1h { z1.h }, p3/Z, [x10, #2, MUL VL]\n"
	"ld1h { z2.h }, p3/Z, [x10, #3, MUL VL]\n"
	"cmp x12, %x[n_channels]\n"
	"add x23, x25, x23, LSL #1\n"
	"ld1h { z3.h }, p3/Z, [x10, #4, MUL VL]\n"
	"ld1h { z4.h }, p3/Z, [x10, #5, MUL VL]\n"
	"add x22, x13, x21, LSL #1\n"
	"mov x21, #0x0\n"
	"ld1h { z5.h }, p2/Z, [x14]\n"
	"ld1h { z6.h }, p2/Z, [x14, x17, LSL #1]\n"
	"sub x20, XZR, x12\n"
	"ld1h { z7.h }, p2/Z, [x11]\n"
	"ld1h { z8.h }, p2/Z, [x11, x17, LSL #1]\n"
	"addvl x10, x10, #6\n"
	"ld1h { z9.h }, p2/Z, [x14, x15, LSL #1]\n"
	"ld1h { z13.h }, p2/Z, [x11, x15, LSL #1]\n"
	"ld1h { z11.h }, p2/Z, [x14, x28, LSL #1]\n"
	"ld1h { z12.h }, p2/Z, [x14, x26, LSL #1]\n"
	"ld1h { z10.h }, p2/Z, [x11, x24, LSL #1]\n"
	"ld1h { z14.h }, p2/Z, [x9]\n"
	"bge 3f\n"
	"2:" // Tile loop: Channel loop
	"movprfx z28, z16\n fmla z28.h, p3/M, z0.h, z5.h\n"
	"movprfx z29, z16\n fmla z29.h, p3/M, z0.h, z6.h\n"
	"ld1h { z5.h }, p2/Z, [x11, x28, LSL #1]\n"
	"whilelt p1.h, x12, %x[n_channels]\n"
	"movprfx z30, z16\n fmla z30.h, p3/M, z0.h, z7.h\n"
	"movprfx z31, z16\n fmla z31.h, p3/M, z0.h, z8.h\n"
	"ld1h { z0.h }, p3/Z, [x10]\n"
	"inch x21\n"
	"fmla z28.h, p3/M, z1.h, z6.h\n"
	"fmla z29.h, p3/M, z1.h, z9.h\n"
	"ld1h { z6.h }, p2/Z, [x11, x26, LSL #1]\n"
	"inch x12\n"
	"fmla z30.h, p3/M, z1.h, z8.h\n"
	"fmla z31.h, p3/M, z1.h, z13.h\n"
	"ld1h { z1.h }, p3/Z, [x10, #1, MUL VL]\n"
	"mov p0.b, p2.b\n"
	"fmla z28.h, p3/M, z2.h, z9.h\n"
	"fmla z29.h, p3/M, z2.h, z11.h\n"
	"ld1h { z9.h }, p2/Z, [x14, x24, LSL #1]\n"
	"addvl x14, x14, #1\n"
	"fmla z30.h, p3/M, z2.h, z13.h\n"
	"fmla z31.h, p3/M, z2.h, z5.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #2, MUL VL]\n"
	"addvl x11, x11, #1\n"
	"fmla z28.h, p3/M, z3.h, z11.h\n"
	"fmla z29.h, p3/M, z3.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x9, x17, LSL #1]\n"
	"inch x20\n"
	"fmla z30.h, p3/M, z3.h, z5.h\n"
	"fmla z31.h, p3/M, z3.h, z6.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #3, MUL VL]\n"
	"fmla z28.h, p3/M, z4.h, z12.h\n"
	"fmla z29.h, p3/M, z4.h, z9.h\n"
	"ld1h { z12.h }, p2/Z, [x9, x15, LSL #1]\n"
	"ld1h { z9.h }, p2/Z, [x9, x28, LSL #1]\n"
	"fmla z30.h, p3/M, z4.h, z6.h\n"
	"fmla z31.h, p3/M, z4.h, z10.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #4, MUL VL]\n"
	"fmla z28.h, p3/M, z0.h, z7.h\n"
	"fmla z29.h, p3/M, z0.h, z8.h\n"
	"ld1h { z7.h }, p1/Z, [x11]\n"
	"fmla z30.h, p3/M, z0.h, z14.h\n"
	"fmla z31.h, p3/M, z0.h, z11.h\n"
	"ld1h { z0.h }, p3/Z, [x10, #5, MUL VL]\n"
	"fmla z28.h, p3/M, z1.h, z8.h\n"
	"fmla z29.h, p3/M, z1.h, z13.h\n"
	"ld1h { z8.h }, p2/Z, [x9, x24, LSL #1]\n"
	"fmla z30.h, p3/M, z1.h, z11.h\n"
	"fmla z31.h, p3/M, z1.h, z12.h\n"
	"ld1h { z1.h }, p3/Z, [x10, #6, MUL VL]\n"
	"fmla z28.h, p3/M, z2.h, z13.h\n"
	"fmla z29.h, p3/M, z2.h, z5.h\n"
	"ld1h { z13.h }, p2/Z, [x9, x26, LSL #1]\n"
	"addvl x9, x9, #1\n"
	"fmla z30.h, p3/M, z2.h, z12.h\n"
	"fmla z31.h, p3/M, z2.h, z9.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #7, MUL VL]\n"
	"addvl x10, x10, #16\n"
	"fmla z28.h, p3/M, z3.h, z5.h\n"
	"fmla z29.h, p3/M, z3.h, z6.h\n"
	"ld1h { z5.h }, p2/Z, [x27]\n"
	"ld1h { z16.h }, p3/Z, [x10, #4, MUL VL]\n"
	"fmla z30.h, p3/M, z3.h, z9.h\n"
	"fmla z31.h, p3/M, z3.h, z13.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #-8, MUL VL]\n"
	"fmla z28.h, p3/M, z4.h, z6.h\n"
	"fmla z29.h, p3/M, z4.h, z10.h\n"
	"ld1h { z6.h }, p2/Z, [x27, x17, LSL #1]\n"
	"ld1h { z10.h }, p2/Z, [x27, x15, LSL #1]\n"
	"fmla z30.h, p3/M, z4.h, z13.h\n"
	"fmla z31.h, p3/M, z4.h, z8.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #-7, MUL VL]\n"
	"fmla z28.h, p3/M, z0.h, z14.h\n"
	"fmla z29.h, p3/M, z0.h, z11.h\n"
	"ld1h { z14.h }, p2/Z, [x27, x24, LSL #1]\n"
	"fmla z30.h, p3/M, z0.h, z5.h\n"
	"fmla z31.h, p3/M, z0.h, z6.h\n"
	"ld1h { z0.h }, p3/Z, [x10, #-6, MUL VL]\n"
	"fmla z28.h, p3/M, z1.h, z11.h\n"
	"fmla z29.h, p3/M, z1.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x27, x28, LSL #1]\n"
	"fmla z30.h, p3/M, z1.h, z6.h\n"
	"fmla z31.h, p3/M, z1.h, z10.h\n"
	"ld1h { z1.h }, p3/Z, [x10, #-5, MUL VL]\n"
	"fmla z28.h, p3/M, z2.h, z12.h\n"
	"fmla z29.h, p3/M, z2.h, z9.h\n"
	"ld1h { z12.h }, p2/Z, [x27, x26, LSL #1]\n"
	"addvl x27, x27, #1\n"
	"fmla z30.h, p3/M, z2.h, z10.h\n"
	"fmla z31.h, p3/M, z2.h, z11.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #-4, MUL VL]\n"
	"fmla z28.h, p3/M, z3.h, z9.h\n"
	"fmla z29.h, p3/M, z3.h, z13.h\n"
	"ld1h { z9.h }, p2/Z, [x25]\n"
	"fmla z30.h, p3/M, z3.h, z11.h\n"
	"fmla z31.h, p3/M, z3.h, z12.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #-3, MUL VL]\n"
	"fmla z28.h, p3/M, z4.h, z13.h\n"
	"fmla z29.h, p3/M, z4.h, z8.h\n"
	"ld1h { z13.h }, p2/Z, [x25, x17, LSL #1]\n"
	"ld1h { z8.h }, p2/Z, [x25, x26, LSL #1]\n"
	"fmla z30.h, p3/M, z4.h, z12.h\n"
	"fmla z31.h, p3/M, z4.h, z14.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #-2, MUL VL]\n"
	"fmla z28.h, p3/M, z0.h, z5.h\n"
	"fmla z29.h, p3/M, z0.h, z6.h\n"
	"ld1h { z5.h }, p2/Z, [x25, x15, LSL #1]\n"
	"fmla z30.h, p3/M, z0.h, z9.h\n"
	"fmla z31.h, p3/M, z0.h, z13.h\n"
	"ld1h { z0.h }, p3/Z, [x10, #-1, MUL VL]\n"
	"fmla z28.h, p3/M, z1.h, z6.h\n"
	"fmla z29.h, p3/M, z1.h, z10.h\n"
	"ld1h { z6.h }, p2/Z, [x25, x28, LSL #1]\n"
	"fmla z30.h, p3/M, z1.h, z13.h\n"
	"fmla z31.h, p3/M, z1.h, z5.h\n"
	"ld1h { z1.h }, p3/Z, [x10]\n"
	"fmla z28.h, p3/M, z2.h, z10.h\n"
	"fmla z29.h, p3/M, z2.h, z11.h\n"
	"ld1h { z10.h }, p2/Z, [x25, x24, LSL #1]\n"
	"addvl x25, x25, #1\n"
	"fmla z30.h, p3/M, z2.h, z5.h\n"
	"fmla z31.h, p3/M, z2.h, z6.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #1, MUL VL]\n"
	"fmla z28.h, p3/M, z3.h, z11.h\n"
	"fmla z29.h, p3/M, z3.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x23]\n"
	"fmla z30.h, p3/M, z3.h, z6.h\n"
	"fmla z31.h, p3/M, z3.h, z8.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #2, MUL VL]\n"
	"fmla z28.h, p3/M, z4.h, z12.h\n"
	"fmla z29.h, p3/M, z4.h, z14.h\n"
	"ld1h { z12.h }, p2/Z, [x23, x17, LSL #1]\n"
	"ld1h { z14.h }, p1/Z, [x9]\n"
	"fmla z30.h, p3/M, z4.h, z8.h\n"
	"fmla z31.h, p3/M, z4.h, z10.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #3, MUL VL]\n"
	"fmla z28.h, p3/M, z0.h, z9.h\n"
	"fmla z29.h, p3/M, z0.h, z13.h\n"
	"ld1h { z9.h }, p2/Z, [x23, x15, LSL #1]\n"
	"fmla z30.h, p3/M, z0.h, z11.h\n"
	"fmla z31.h, p3/M, z0.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x23, x28, LSL #1]\n"
	"ld1h { z0.h }, p3/Z, [x10, #5, MUL VL]\n"
	"fmla z28.h, p3/M, z1.h, z13.h\n"
	"fmla z29.h, p3/M, z1.h, z5.h\n"
	"ld1h { z13.h }, p1/Z, [x11, x15, LSL #1]\n"
	"fmla z30.h, p3/M, z1.h, z12.h\n"
	"fmla z31.h, p3/M, z1.h, z9.h\n"
	"ld1h { z12.h }, p2/Z, [x23, x26, LSL #1]\n"
	"ld1h { z1.h }, p3/Z, [x10, #6, MUL VL]\n"
	"fmla z28.h, p3/M, z2.h, z5.h\n"
	"fmla z29.h, p3/M, z2.h, z6.h\n"
	"ld1h { z5.h }, p1/Z, [x14]\n"
	"fmla z30.h, p3/M, z2.h, z9.h\n"
	"fmla z31.h, p3/M, z2.h, z11.h\n"
	"ld1h { z9.h }, p2/Z, [x23, x24, LSL #1]\n"
	"ld1h { z2.h }, p3/Z, [x10, #7, MUL VL]\n"
	"fmla z28.h, p3/M, z3.h, z6.h\n"
	"fmla z29.h, p3/M, z3.h, z8.h\n"
	"addvl x10, x10, #16\n"
	"whilelt p2.h, x21, %x[n_channels]\n"
	"fmla z30.h, p3/M, z3.h, z11.h\n"
	"fmla z31.h, p3/M, z3.h, z12.h\n"
	"cmp x12, %x[n_channels]\n"
	"addvl x23, x23, #1\n"
	"fmla z28.h, p3/M, z4.h, z8.h\n"
	"fmla z29.h, p3/M, z4.h, z10.h\n"
	"fmax z28.h, p3/M, z28.h, z18.h\n"
	"fmax z29.h, p3/M, z29.h, z18.h\n"
	"fmla z30.h, p3/M, z4.h, z12.h\n"
	"fmla z31.h, p3/M, z4.h, z9.h\n"
	"fmax z30.h, p3/M, z30.h, z18.h\n"
	"fmax z31.h, p3/M, z31.h, z18.h\n"
	"fmin z28.h, p3/M, z28.h, z17.h\n"
	"fmin z29.h, p3/M, z29.h, z17.h\n"
	"ld1h { z6.h }, p1/Z, [x14, x17, LSL #1]\n"
	"ld1h { z8.h }, p1/Z, [x11, x17, LSL #1]\n"
	"fmin z30.h, p3/M, z30.h, z17.h\n"
	"fmin z31.h, p3/M, z31.h, z17.h\n"
	"ld1h { z9.h }, p1/Z, [x14, x15, LSL #1]\n"
	"ld1h { z11.h }, p1/Z, [x14, x28, LSL #1]\n"
	"ld1h { z12.h }, p1/Z, [x14, x26, LSL #1]\n"
	"ld1h { z10.h }, p1/Z, [x11, x24, LSL #1]\n"
	"st1h { z28.h }, p0, [x13]\n"
	"st1h { z29.h }, p0, [x13, x16, LSL #1]\n"
	"addvl x13, x13, #1\n"
	"ld1h { z3.h }, p3/Z, [x10, #-8, MUL VL]\n"
	"ld1h { z4.h }, p3/Z, [x10, #-7, MUL VL]\n"
	"st1h { z30.h }, p0, [x22]\n"
	"addvl x10, x10, #-6\n"
	"st1h { z31.h }, p0, [x22, x16, LSL #1]\n"
	"addvl x22, x22, #1\n"
	"blt 2b\n"
	"3:" // Tile loop: Channel tail
	"movprfx z28, z16\n fmla z28.h, p3/M, z0.h, z5.h\n"
	"movprfx z29, z16\n fmla z29.h, p3/M, z0.h, z6.h\n"
	"ld1h { z5.h }, p2/Z, [x11, x28, LSL #1]\n"
	"ldr x8, [%x[params_struct], %[offsetof_args_tile_j]]\n"
	"movprfx z30, z16\n fmla z30.h, p3/M, z0.h, z7.h\n"
	"movprfx z31, z16\n fmla z31.h, p3/M, z0.h, z8.h\n"
	"ld1h { z0.h }, p3/Z, [x10]\n"
	"ldr x12, [%x[params_struct], %[offsetof_args_tile_i]]\n"
	"fmla z28.h, p3/M, z1.h, z6.h\n"
	"fmla z29.h, p3/M, z1.h, z9.h\n"
	"ld1h { z6.h }, p2/Z, [x11, x26, LSL #1]\n"
	"ldr x20, [%x[params_struct], %[offsetof_args_n_tile_cols]]\n"
	"fmla z30.h, p3/M, z1.h, z8.h\n"
	"fmla z31.h, p3/M, z1.h, z13.h\n"
	"ld1h { z1.h }, p3/Z, [x10, #1, MUL VL]\n"
	"add x8, x8, #0x1\n"
	"fmla z28.h, p3/M, z2.h, z9.h\n"
	"fmla z29.h, p3/M, z2.h, z11.h\n"
	"ld1h { z9.h }, p2/Z, [x14, x24, LSL #1]\n"
	"cmp x8, x20\n"
	"fmla z30.h, p3/M, z2.h, z13.h\n"
	"fmla z31.h, p3/M, z2.h, z5.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #2, MUL VL]\n"
	"add x21, x12, #0x1\n"
	"fmla z28.h, p3/M, z3.h, z11.h\n"
	"fmla z29.h, p3/M, z3.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x9, x17, LSL #1]\n"
	"ldr x20, [%x[params_struct], %[offsetof_args_n_tile_rows]]\n"
	"fmla z30.h, p3/M, z3.h, z5.h\n"
	"fmla z31.h, p3/M, z3.h, z6.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #3, MUL VL]\n"
	"csel x12, x12, x21, LT\n"
	"fmla z28.h, p3/M, z4.h, z12.h\n"
	"fmla z29.h, p3/M, z4.h, z9.h\n"
	"ld1h { z12.h }, p2/Z, [x9, x15, LSL #1]\n"
	"ld1h { z9.h }, p2/Z, [x9, x28, LSL #1]\n"
	"fmla z30.h, p3/M, z4.h, z6.h\n"
	"fmla z31.h, p3/M, z4.h, z10.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #4, MUL VL]\n"
	"mov p0.b, p2.b\n"
	"fmla z28.h, p3/M, z0.h, z7.h\n"
	"fmla z29.h, p3/M, z0.h, z8.h\n"
	"csel x8, x8, XZR, LT\n"
	"cmp x12, x20\n"
	"fmla z30.h, p3/M, z0.h, z14.h\n"
	"fmla z31.h, p3/M, z0.h, z11.h\n"
	"ld1h { z0.h }, p3/Z, [x10, #5, MUL VL]\n"
	"fmla z28.h, p3/M, z1.h, z8.h\n"
	"fmla z29.h, p3/M, z1.h, z13.h\n"
	"ld1h { z8.h }, p2/Z, [x9, x24, LSL #1]\n"
	"fmla z30.h, p3/M, z1.h, z11.h\n"
	"fmla z31.h, p3/M, z1.h, z12.h\n"
	"ld1h { z1.h }, p3/Z, [x10, #6, MUL VL]\n"
	"fmla z28.h, p3/M, z2.h, z13.h\n"
	"fmla z29.h, p3/M, z2.h, z5.h\n"
	"ld1h { z13.h }, p2/Z, [x9, x26, LSL #1]\n"
	"fmla z30.h, p3/M, z2.h, z12.h\n"
	"fmla z31.h, p3/M, z2.h, z9.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #7, MUL VL]\n"
	"addvl x10, x10, #16\n"
	"fmla z28.h, p3/M, z3.h, z5.h\n"
	"fmla z29.h, p3/M, z3.h, z6.h\n"
	"ld1h { z5.h }, p2/Z, [x27]\n"
	"fmla z30.h, p3/M, z3.h, z9.h\n"
	"fmla z31.h, p3/M, z3.h, z13.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #-8, MUL VL]\n"
	"fmla z28.h, p3/M, z4.h, z6.h\n"
	"fmla z29.h, p3/M, z4.h, z10.h\n"
	"ld1h { z6.h }, p2/Z, [x27, x17, LSL #1]\n"
	"ld1h { z10.h }, p2/Z, [x27, x15, LSL #1]\n"
	"fmla z30.h, p3/M, z4.h, z13.h\n"
	"fmla z31.h, p3/M, z4.h, z8.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #-7, MUL VL]\n"
	"fmla z28.h, p3/M, z0.h, z14.h\n"
	"fmla z29.h, p3/M, z0.h, z11.h\n"
	"ld1h { z14.h }, p2/Z, [x27, x24, LSL #1]\n"
	"fmla z30.h, p3/M, z0.h, z5.h\n"
	"fmla z31.h, p3/M, z0.h, z6.h\n"
	"ld1h { z0.h }, p3/Z, [x10, #-6, MUL VL]\n"
	"fmla z28.h, p3/M, z1.h, z11.h\n"
	"fmla z29.h, p3/M, z1.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x27, x28, LSL #1]\n"
	"fmla z30.h, p3/M, z1.h, z6.h\n"
	"fmla z31.h, p3/M, z1.h, z10.h\n"
	"ld1h { z1.h }, p3/Z, [x10, #-5, MUL VL]\n"
	"fmla z28.h, p3/M, z2.h, z12.h\n"
	"fmla z29.h, p3/M, z2.h, z9.h\n"
	"ld1h { z12.h }, p2/Z, [x27, x26, LSL #1]\n"
	"fmla z30.h, p3/M, z2.h, z10.h\n"
	"fmla z31.h, p3/M, z2.h, z11.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #-4, MUL VL]\n"
	"fmla z28.h, p3/M, z3.h, z9.h\n"
	"fmla z29.h, p3/M, z3.h, z13.h\n"
	"ld1h { z9.h }, p2/Z, [x25]\n"
	"fmla z30.h, p3/M, z3.h, z11.h\n"
	"fmla z31.h, p3/M, z3.h, z12.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #-3, MUL VL]\n"
	"fmla z28.h, p3/M, z4.h, z13.h\n"
	"fmla z29.h, p3/M, z4.h, z8.h\n"
	"ld1h { z13.h }, p2/Z, [x25, x17, LSL #1]\n"
	"ld1h { z8.h }, p2/Z, [x25, x26, LSL #1]\n"
	"fmla z30.h, p3/M, z4.h, z12.h\n"
	"fmla z31.h, p3/M, z4.h, z14.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #-2, MUL VL]\n"
	"fmla z28.h, p3/M, z0.h, z5.h\n"
	"fmla z29.h, p3/M, z0.h, z6.h\n"
	"ld1h { z5.h }, p2/Z, [x25, x15, LSL #1]\n"
	"fmla z30.h, p3/M, z0.h, z9.h\n"
	"fmla z31.h, p3/M, z0.h, z13.h\n"
	"ld1h { z0.h }, p3/Z, [x10, #-1, MUL VL]\n"
	"fmla z28.h, p3/M, z1.h, z6.h\n"
	"fmla z29.h, p3/M, z1.h, z10.h\n"
	"ld1h { z6.h }, p2/Z, [x25, x28, LSL #1]\n"
	"fmla z30.h, p3/M, z1.h, z13.h\n"
	"fmla z31.h, p3/M, z1.h, z5.h\n"
	"ld1h { z1.h }, p3/Z, [x10]\n"
	"fmla z28.h, p3/M, z2.h, z10.h\n"
	"fmla z29.h, p3/M, z2.h, z11.h\n"
	"ld1h { z10.h }, p2/Z, [x25, x24, LSL #1]\n"
	"fmla z30.h, p3/M, z2.h, z5.h\n"
	"fmla z31.h, p3/M, z2.h, z6.h\n"
	"ld1h { z2.h }, p3/Z, [x10, #1, MUL VL]\n"
	"fmla z28.h, p3/M, z3.h, z11.h\n"
	"fmla z29.h, p3/M, z3.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x23]\n"
	"fmla z30.h, p3/M, z3.h, z6.h\n"
	"fmla z31.h, p3/M, z3.h, z8.h\n"
	"ld1h { z3.h }, p3/Z, [x10, #2, MUL VL]\n"
	"fmla z28.h, p3/M, z4.h, z12.h\n"
	"fmla z29.h, p3/M, z4.h, z14.h\n"
	"ld1h { z12.h }, p2/Z, [x23, x17, LSL #1]\n"
	"fmla z30.h, p3/M, z4.h, z8.h\n"
	"fmla z31.h, p3/M, z4.h, z10.h\n"
	"ld1h { z4.h }, p3/Z, [x10, #3, MUL VL]\n"
	"fmla z28.h, p3/M, z0.h, z9.h\n"
	"fmla z29.h, p3/M, z0.h, z13.h\n"
	"ld1h { z9.h }, p2/Z, [x23, x15, LSL #1]\n"
	"fmla z30.h, p3/M, z0.h, z11.h\n"
	"fmla z31.h, p3/M, z0.h, z12.h\n"
	"ld1h { z11.h }, p2/Z, [x23, x28, LSL #1]\n"
	"fmla z28.h, p3/M, z1.h, z13.h\n"
	"fmla z29.h, p3/M, z1.h, z5.h\n"
	"fmla z30.h, p3/M, z1.h, z12.h\n"
	"fmla z31.h, p3/M, z1.h, z9.h\n"
	"ld1h { z12.h }, p2/Z, [x23, x26, LSL #1]\n"
	"fmla z28.h, p3/M, z2.h, z5.h\n"
	"fmla z29.h, p3/M, z2.h, z6.h\n"
	"fmla z30.h, p3/M, z2.h, z9.h\n"
	"fmla z31.h, p3/M, z2.h, z11.h\n"
	"ld1h { z9.h }, p2/Z, [x23, x24, LSL #1]\n"
	"fmla z28.h, p3/M, z3.h, z6.h\n"
	"fmla z29.h, p3/M, z3.h, z8.h\n"
	"fmla z30.h, p3/M, z3.h, z11.h\n"
	"fmla z31.h, p3/M, z3.h, z12.h\n"
	"fmla z28.h, p3/M, z4.h, z8.h\n"
	"fmla z29.h, p3/M, z4.h, z10.h\n"
	"fmax z28.h, p3/M, z28.h, z18.h\n"
	"fmax z29.h, p3/M, z29.h, z18.h\n"
	"fmla z30.h, p3/M, z4.h, z12.h\n"
	"fmla z31.h, p3/M, z4.h, z9.h\n"
	"fmax z30.h, p3/M, z30.h, z18.h\n"
	"fmax z31.h, p3/M, z31.h, z18.h\n"
	"fmin z28.h, p3/M, z28.h, z17.h\n"
	"fmin z29.h, p3/M, z29.h, z17.h\n"
	"st1h { z28.h }, p0, [x13]\n"
	"fmin z30.h, p3/M, z30.h, z17.h\n"
	"fmin z31.h, p3/M, z31.h, z17.h\n"
	"st1h { z29.h }, p0, [x13, x16, LSL #1]\n"
	"st1h { z30.h }, p0, [x22]\n"
	"st1h { z31.h }, p0, [x22, x16, LSL #1]\n"
	"blt 1b\n"
	:
	: [n_channels] "r" ((unsigned long) n_channels), [offsetof_args_inptr] "I" (offsetof(Args, inptr)), [offsetof_args_ld_input_col] "I" (offsetof(Args, ld_input_col)), [offsetof_args_ld_input_row] "I" (offsetof(Args, ld_input_row)), [offsetof_args_ld_output_col] "I" (offsetof(Args, ld_output_col)), [offsetof_args_ld_output_row] "I" (offsetof(Args, ld_output_row)), [offsetof_args_max] "I" (offsetof(Args, max)), [offsetof_args_min] "I" (offsetof(Args, min)), [offsetof_args_n_tile_cols] "I" (offsetof(Args, n_tile_cols)), [offsetof_args_n_tile_rows] "I" (offsetof(Args, n_tile_rows)), [offsetof_args_outptr] "I" (offsetof(Args, outptr)), [offsetof_args_params] "I" (offsetof(Args, params)), [offsetof_args_tile_i] "I" (offsetof(Args, tile_i)), [offsetof_args_tile_j] "I" (offsetof(Args, tile_j)), [params_struct] "r" (&params_struct)
	: "cc", "memory", "p0", "p1", "p2", "p3", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "x17", "x20", "x21", "x22", "x23", "x24", "x25", "x26", "x27", "x28", "z0", "z1", "z2", "z3", "z4", "z5", "z6", "z7", "z8", "z9", "z10", "z11", "z12", "z13", "z14", "z16", "z17", "z18", "z28", "z29", "z30", "z31"
	);
	}

	} // namespace depthwise
	} // namespace arm_conv

	#endif // __aarch64__ && defined(ARM_COMPUTE_ENABLE_SVE) && defined(__ARM_FP16_ARGS)