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|
/*
* Copyright (c) 2022-2023 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 defined(ARM_COMPUTE_ENABLE_SME2)
namespace arm_conv {
namespace depthwise {
void sme2_fp32_nhwc_3x3_s2_output2x2_mla_depthfirst_direct_impl(
const unsigned int n_tile_rows,
const unsigned int n_tile_cols,
const float *inptr,
int64_t ld_input_row,
int64_t ld_input_col,
float *outptr,
int64_t ld_output_row,
int64_t ld_output_col,
const void *params,
unsigned int n_channels,
const float activation_min,
const float activation_max
)
{
struct Args
{
const uint64_t n_tile_rows, n_tile_cols;
const float *inptr;
const uint64_t ld_input_row;
const uint64_t ld_input_col;
float *outptr;
const uint64_t ld_output_row;
const uint64_t ld_output_col;
const void *params;
const float min, max;
uint64_t tile_i = 0, tile_j = 0;
Args(
const unsigned int n_tile_rows,
const unsigned int n_tile_cols,
const float *inptr,
int64_t ld_input_row,
int64_t ld_input_col,
float *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__(
".inst 0xd503477f // SMSTART ZA\n"
"ptrue p3.b\n"
".inst 0x25207810 // ptrue pn8.b\n"
"mov x2, #0x0\n"
"mov x3, #0x0\n"
"1:" // Tile loop
"str x2, [%x[params_struct], %[offsetof_args_tile_i]]\n"
"mov x22, #0x4\n"
"str x3, [%x[params_struct], %[offsetof_args_tile_j]]\n"
"ldr x21, [%x[params_struct], %[offsetof_args_ld_input_row]]\n"
"mul x20, x2, x21\n" // offset = tile_i * ld_input_row
"ldr x4, [%x[params_struct], %[offsetof_args_ld_input_col]]\n"
"madd x20, x3, x4, x20\n" // offset += tile_j * ld_input_col
"mul x20, x20, x22\n" // offset *= kernel_stride * output_size
"ldr x5, [%x[params_struct], %[offsetof_args_inptr]]\n"
"add x5, x5, x20, LSL #2\n" // inptr[0] += offset * sizeof(float)
"add x6, x5, x21, LSL #2\n"
"add x7, x6, x21, LSL #2\n"
"add x8, x4, x4\n"
"ldr x17, [%x[params_struct], %[offsetof_args_params]]\n"
"add x16, x7, x21, LSL #2\n"
"add x15, x8, x4\n"
"add x14, x16, x21, LSL #2\n"
"add x13, x15, x4\n"
"cbnz x3, 2f\n"
"ldr x20, [%x[params_struct], %[offsetof_args_n_tile_cols]]\n"
"sub x21, x20, x3\n"
"sub x21, x21, #0x1\n"
"lsl x12, %x[n_channels], #0x2\n"
"mov x20, #0x10\n"
"and x21, x21, #0x3fffff\n"
"mul x20, x20, x4\n"
"orr x12, x12, x21, LSL #22\n"
"orr x12, x12, x20, LSL #38\n"
"add x27, x7, x8, LSL #2\n"
"add x26, x5, x4, LSL #2\n"
"add x25, x5, x15, LSL #2\n"
"add x24, x5, x13, LSL #2\n"
"add x23, x6, x4, LSL #2\n"
"add x22, x5, x8, LSL #2\n"
"add x21, x6, x15, LSL #2\n"
"add x20, x6, x13, LSL #2\n"
"add x11, x6, x8, LSL #2\n"
"add x10, x16, x4, LSL #2\n"
"add x9, x7, x4, LSL #2\n"
"add x28, x16, x15, LSL #2\n"
".inst 0xf8ac4b7a // rprfm pldonce, x12, [x27]\n"
"add x27, x7, x15, LSL #2\n"
".inst 0xf8ac48ba // rprfm pldonce, x12, [x5]\n"
".inst 0xf8ac4b5a // rprfm pldonce, x12, [x26]\n"
"add x26, x16, x13, LSL #2\n"
".inst 0xf8ac4b3a // rprfm pldonce, x12, [x25]\n"
"add x25, x7, x13, LSL #2\n"
".inst 0xf8ac4b1a // rprfm pldonce, x12, [x24]\n"
"add x24, x14, x4, LSL #2\n"
".inst 0xf8ac48da // rprfm pldonce, x12, [x6]\n"
".inst 0xf8ac4afa // rprfm pldonce, x12, [x23]\n"
"add x23, x16, x8, LSL #2\n"
".inst 0xf8ac4ada // rprfm pldonce, x12, [x22]\n"
"add x22, x14, x15, LSL #2\n"
".inst 0xf8ac4aba // rprfm pldonce, x12, [x21]\n"
"add x21, x14, x8, LSL #2\n"
".inst 0xf8ac4a9a // rprfm pldonce, x12, [x20]\n"
"add x20, x14, x13, LSL #2\n"
".inst 0xf8ac497a // rprfm pldonce, x12, [x11]\n"
".inst 0xf8ac4a1a // rprfm pldonce, x12, [x16]\n"
".inst 0xf8ac48fa // rprfm pldonce, x12, [x7]\n"
".inst 0xf8ac495a // rprfm pldonce, x12, [x10]\n"
".inst 0xf8ac493a // rprfm pldonce, x12, [x9]\n"
".inst 0xf8ac4b9a // rprfm pldonce, x12, [x28]\n"
".inst 0xf8ac4b7a // rprfm pldonce, x12, [x27]\n"
".inst 0xf8ac4b5a // rprfm pldonce, x12, [x26]\n"
".inst 0xf8ac49da // rprfm pldonce, x12, [x14]\n"
".inst 0xf8ac4b3a // rprfm pldonce, x12, [x25]\n"
".inst 0xf8ac4b1a // rprfm pldonce, x12, [x24]\n"
".inst 0xf8ac4afa // rprfm pldonce, x12, [x23]\n"
".inst 0xf8ac4ada // rprfm pldonce, x12, [x22]\n"
".inst 0xf8ac4aba // rprfm pldonce, x12, [x21]\n"
".inst 0xf8ac4a9a // rprfm pldonce, x12, [x20]\n"
"2:" // Tile loop: Prefetch input rows: End
"ldr x22, [%x[params_struct], %[offsetof_args_ld_output_row]]\n"
"mul x21, x2, x22\n" // offset = tile_i * ld_output_row
"mov x20, #0x2\n"
"ld1w { z22.s }, p3/Z, [x17]\n"
"ldr x25, [%x[params_struct], %[offsetof_args_ld_output_col]]\n"
"madd x21, x3, x25, x21\n" // offset += tile_j * ld_output_col
"addvl x17, x17, #1\n"
".inst 0xa040c220 // ld1w { z0.s-z3.s }, pn8.b/Z, [x17]\n"
"ldr x24, [%x[params_struct], %[offsetof_args_outptr]]\n"
"mul x21, x21, x20\n" // offset *= output_tile_size
"cntw x23\n"
"ld1rw { z26.s }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n"
"addvl x17, x17, #4\n"
"add x24, x24, x21, LSL #2\n" // outptrs[0] += offset * sizeof(float)
".inst 0xa040c224 // ld1w { z4.s-z7.s }, pn8.b/Z, [x17]\n"
"whilelt p2.s, XZR, %x[n_channels]\n"
"addvl x17, x17, #4\n"
"ld1rw { z24.s }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n"
"cmp x23, %x[n_channels]\n"
"add x22, x24, x22, LSL #2\n"
"ld1w { z8.s }, p3/Z, [x17]\n"
"mov x21, #0x0\n"
"sub x20, XZR, x23\n"
"ld1w { z9.s }, p2/Z, [x7, x8, LSL #2]\n"
"ld1w { z10.s }, p2/Z, [x5]\n"
"addvl x17, x17, #1\n"
"ld1w { z11.s }, p2/Z, [x5, x4, LSL #2]\n"
"ld1w { z12.s }, p2/Z, [x5, x15, LSL #2]\n"
"ld1w { z13.s }, p2/Z, [x5, x13, LSL #2]\n"
"ld1w { z14.s }, p2/Z, [x6]\n"
"ld1w { z15.s }, p2/Z, [x6, x4, LSL #2]\n"
"ld1w { z16.s }, p2/Z, [x5, x8, LSL #2]\n"
"bge 4f\n"
"3:" // Tile loop: Channel loop
"movprfx z28, z22\n fmla z28.s, p3/M, z8.s, z9.s\n"
"movprfx z29, z22\n fmla z29.s, p3/M, z6.s, z9.s\n"
"whilelt p1.s, x23, %x[n_channels]\n"
"incw x21\n"
"fmla z28.s, p3/M, z0.s, z10.s\n"
"fmla z29.s, p3/M, z1.s, z12.s\n"
"ld1w { z18.s }, p2/Z, [x6, x13, LSL #2]\n"
"incw x23\n"
"fmla z28.s, p3/M, z1.s, z11.s\n"
"fmla z29.s, p3/M, z2.s, z13.s\n"
"ld1w { z27.s }, p2/Z, [x6, x15, LSL #2]\n"
"mov p0.b, p2.b\n"
"fmla z28.s, p3/M, z3.s, z14.s\n"
"fmla z29.s, p3/M, z0.s, z16.s\n"
"ld1w { z17.s }, p2/Z, [x6, x8, LSL #2]\n"
"addvl x5, x5, #1\n"
"fmla z28.s, p3/M, z4.s, z15.s\n"
"fmla z29.s, p3/M, z4.s, z27.s\n"
"ld1w { z25.s }, p2/Z, [x16]\n"
"addvl x6, x6, #1\n"
"fmla z28.s, p3/M, z2.s, z16.s\n"
"fmla z29.s, p3/M, z5.s, z18.s\n"
"ld1w { z12.s }, p2/Z, [x7]\n"
"incw x20\n"
"movprfx z30, z22\n fmla z30.s, p3/M, z2.s, z9.s\n"
"movprfx z31, z22\n fmla z31.s, p3/M, z0.s, z9.s\n"
"ld1w { z18.s }, p2/Z, [x7, x15, LSL #2]\n"
"fmla z28.s, p3/M, z5.s, z17.s\n"
"fmla z29.s, p3/M, z3.s, z17.s\n"
"ld1w { z16.s }, p2/Z, [x16, x15, LSL #2]\n"
"fmla z30.s, p3/M, z3.s, z25.s\n"
"fmla z31.s, p3/M, z4.s, z16.s\n"
"ld1w { z10.s }, p2/Z, [x16, x4, LSL #2]\n"
"fmla z30.s, p3/M, z0.s, z12.s\n"
"fmla z31.s, p3/M, z1.s, z18.s\n"
"ld1w { z16.s }, p2/Z, [x16, x13, LSL #2]\n"
"fmla z30.s, p3/M, z4.s, z10.s\n"
"fmla z31.s, p3/M, z5.s, z16.s\n"
"ld1w { z16.s }, p2/Z, [x7, x4, LSL #2]\n"
"fmla z28.s, p3/M, z6.s, z12.s\n"
"ld1w { z22.s }, p2/Z, [x7, x13, LSL #2]\n"
"fmla z30.s, p3/M, z1.s, z16.s\n"
"addvl x7, x7, #1\n"
"fmla z31.s, p3/M, z2.s, z22.s\n"
"fmla z28.s, p3/M, z7.s, z16.s\n"
"ld1w { z16.s }, p2/Z, [x14]\n"
"ld1w { z17.s }, p2/Z, [x16, x8, LSL #2]\n"
"fmla z30.s, p3/M, z6.s, z16.s\n"
"fmla z31.s, p3/M, z3.s, z17.s\n"
"addvl x16, x16, #1\n"
"ld1w { z16.s }, p2/Z, [x14, x4, LSL #2]\n"
"fmla z30.s, p3/M, z7.s, z16.s\n"
"fmla z29.s, p3/M, z7.s, z18.s\n"
"ld1w { z16.s }, p2/Z, [x14, x15, LSL #2]\n"
"fmla z31.s, p3/M, z7.s, z16.s\n"
"fmla z30.s, p3/M, z5.s, z17.s\n"
"ld1w { z17.s }, p2/Z, [x14, x8, LSL #2]\n"
"fmla z31.s, p3/M, z6.s, z17.s\n"
"fmla z29.s, p3/M, z8.s, z22.s\n"
"ld1w { z16.s }, p2/Z, [x14, x13, LSL #2]\n"
"fmla z30.s, p3/M, z8.s, z17.s\n"
"fmla z31.s, p3/M, z8.s, z16.s\n"
"whilelt p2.s, x21, %x[n_channels]\n"
"ld1w { z22.s }, p3/Z, [x17]\n"
"addvl x17, x17, #1\n"
"cmp x23, %x[n_channels]\n"
".inst 0xc1b8cb5c // fclamp { z28.s-z31.s }, z26.s, z24.s\n"
".inst 0xa040c220 // ld1w { z0.s-z3.s }, pn8.b/Z, [x17]\n"
"addvl x17, x17, #4\n"
"addvl x14, x14, #1\n"
"st1w { z28.s }, p0, [x24]\n"
".inst 0xa040c224 // ld1w { z4.s-z7.s }, pn8.b/Z, [x17]\n"
"addvl x17, x17, #4\n"
"st1w { z29.s }, p0, [x24, x25, LSL #2]\n"
"addvl x24, x24, #1\n"
"ld1w { z9.s }, p1/Z, [x7, x8, LSL #2]\n"
"st1w { z30.s }, p0, [x22]\n"
"ld1w { z10.s }, p1/Z, [x5]\n"
"st1w { z31.s }, p0, [x22, x25, LSL #2]\n"
"addvl x22, x22, #1\n"
"ld1w { z11.s }, p1/Z, [x5, x4, LSL #2]\n"
"ld1w { z12.s }, p1/Z, [x5, x15, LSL #2]\n"
"ld1w { z13.s }, p1/Z, [x5, x13, LSL #2]\n"
"ld1w { z14.s }, p1/Z, [x6]\n"
"ld1w { z15.s }, p1/Z, [x6, x4, LSL #2]\n"
"ld1w { z16.s }, p1/Z, [x5, x8, LSL #2]\n"
"ld1w { z8.s }, p3/Z, [x17]\n"
"addvl x17, x17, #1\n"
"blt 3b\n"
"4:" // Tile loop: Channel tail
"movprfx z28, z22\n fmla z28.s, p3/M, z8.s, z9.s\n"
"movprfx z29, z22\n fmla z29.s, p3/M, z6.s, z9.s\n"
"ldr x3, [%x[params_struct], %[offsetof_args_tile_j]]\n"
"add x3, x3, #0x1\n"
"fmla z28.s, p3/M, z0.s, z10.s\n"
"fmla z29.s, p3/M, z1.s, z12.s\n"
"ld1w { z18.s }, p2/Z, [x6, x13, LSL #2]\n"
"ldr x2, [%x[params_struct], %[offsetof_args_tile_i]]\n"
"fmla z28.s, p3/M, z1.s, z11.s\n"
"fmla z29.s, p3/M, z2.s, z13.s\n"
"ld1w { z17.s }, p2/Z, [x6, x15, LSL #2]\n"
"ldr x20, [%x[params_struct], %[offsetof_args_n_tile_cols]]\n"
"fmla z28.s, p3/M, z3.s, z14.s\n"
"fmla z29.s, p3/M, z0.s, z16.s\n"
"ld1w { z20.s }, p2/Z, [x6, x8, LSL #2]\n"
"ldr x21, [%x[params_struct], %[offsetof_args_n_tile_rows]]\n"
"fmla z28.s, p3/M, z4.s, z15.s\n"
"fmla z29.s, p3/M, z4.s, z17.s\n"
"ld1w { z17.s }, p2/Z, [x16]\n"
"cmp x3, x20\n"
"fmla z28.s, p3/M, z2.s, z16.s\n"
"fmla z29.s, p3/M, z5.s, z18.s\n"
"ld1w { z18.s }, p2/Z, [x7]\n"
"add x20, x2, #0x1\n"
"movprfx z30, z22\n fmla z30.s, p3/M, z2.s, z9.s\n"
"movprfx z31, z22\n fmla z31.s, p3/M, z0.s, z9.s\n"
"ld1w { z19.s }, p2/Z, [x7, x15, LSL #2]\n"
"csel x2, x2, x20, LT\n"
"fmla z28.s, p3/M, z5.s, z20.s\n"
"fmla z29.s, p3/M, z3.s, z20.s\n"
"ld1w { z16.s }, p2/Z, [x16, x15, LSL #2]\n"
"mov p0.b, p2.b\n"
"fmla z30.s, p3/M, z3.s, z17.s\n"
"fmla z31.s, p3/M, z4.s, z16.s\n"
"ld1w { z17.s }, p2/Z, [x16, x4, LSL #2]\n"
"csel x3, x3, XZR, LT\n"
"fmla z30.s, p3/M, z0.s, z18.s\n"
"fmla z31.s, p3/M, z1.s, z19.s\n"
"ld1w { z16.s }, p2/Z, [x16, x13, LSL #2]\n"
"cmp x2, x21\n"
"fmla z30.s, p3/M, z4.s, z17.s\n"
"fmla z31.s, p3/M, z5.s, z16.s\n"
"ld1w { z16.s }, p2/Z, [x7, x4, LSL #2]\n"
"fmla z28.s, p3/M, z6.s, z18.s\n"
"ld1w { z18.s }, p2/Z, [x7, x13, LSL #2]\n"
"fmla z30.s, p3/M, z1.s, z16.s\n"
"fmla z31.s, p3/M, z2.s, z18.s\n"
"fmla z28.s, p3/M, z7.s, z16.s\n"
"ld1w { z16.s }, p2/Z, [x14]\n"
"ld1w { z17.s }, p2/Z, [x16, x8, LSL #2]\n"
"fmla z30.s, p3/M, z6.s, z16.s\n"
"fmla z31.s, p3/M, z3.s, z17.s\n"
"ld1w { z16.s }, p2/Z, [x14, x4, LSL #2]\n"
"fmla z30.s, p3/M, z7.s, z16.s\n"
"fmla z29.s, p3/M, z7.s, z19.s\n"
"ld1w { z16.s }, p2/Z, [x14, x15, LSL #2]\n"
"fmla z31.s, p3/M, z7.s, z16.s\n"
"fmla z30.s, p3/M, z5.s, z17.s\n"
"ld1w { z17.s }, p2/Z, [x14, x8, LSL #2]\n"
"fmla z31.s, p3/M, z6.s, z17.s\n"
"fmla z29.s, p3/M, z8.s, z18.s\n"
"ld1w { z16.s }, p2/Z, [x14, x13, LSL #2]\n"
"fmla z30.s, p3/M, z8.s, z17.s\n"
"fmla z31.s, p3/M, z8.s, z16.s\n"
".inst 0xc1b8cb5c // fclamp { z28.s-z31.s }, z26.s, z24.s\n"
"st1w { z28.s }, p0, [x24]\n"
"st1w { z29.s }, p0, [x24, x25, LSL #2]\n"
"st1w { z30.s }, p0, [x22]\n"
"st1w { z31.s }, p0, [x22, x25, LSL #2]\n"
"blt 1b\n"
".inst 0xd503467f // SMSTOP\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" (¶ms_struct)
: "cc", "memory", "p0", "p1", "p2", "p3", "p4", "p5", "p6", "p7", "p8", "p9", "p10", "p11", "p12", "p13", "p14", "p15", "x2", "x3", "x4", "x5", "x6", "x7", "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", "z15", "z16", "z17", "z18", "z19", "z20", "z21", "z22", "z23", "z24", "z25", "z26", "z27", "z28", "z29", "z30", "z31"
);
}
} // namespace depthwise
} // namespace arm_conv
#endif // defined(ARM_COMPUTE_ENABLE_SME2)
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