From b2758f35da97319fd15722485e9b4ba7b35c8cfa Mon Sep 17 00:00:00 2001 From: David Mansell Date: Thu, 30 Mar 2023 19:10:52 +0100 Subject: Add FP16 depthwise kernels for SME2 Resolves: COMPMID-5988 Change-Id: I93e78edf31c9eec8242ccbb8c3c768f46a7c7c38 Signed-off-by: David Mansell Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9456 Tested-by: Arm Jenkins Reviewed-by: Jakub Sujak Comments-Addressed: Arm Jenkins Benchmark: Arm Jenkins --- .../generic_direct.cpp | 483 +++++++++++++++++++++ 1 file changed, 483 insertions(+) create mode 100644 src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst/generic_direct.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst/generic_direct.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst/generic_direct.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst/generic_direct.cpp new file mode 100644 index 0000000000..3a7d1cb0b4 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sme2_fp16_nhwc_3x3_s1_output3x3_mla_depthfirst/generic_direct.cpp @@ -0,0 +1,483 @@ +/* + * Copyright (c) 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 +#include + +#if defined(ARM_COMPUTE_ENABLE_SME2) + +namespace arm_conv { +namespace depthwise { + +void sme2_fp16_nhwc_3x3_s1_output3x3_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__( + ".inst 0xd503477f // SMSTART ZA\n" + "mov x2, #0x0\n" + "mov x3, #0x0\n" + "ptrue p3.b\n" + ".inst 0x25207810 // ptrue pn8.b\n" + "1:" // Tile loop + "str x2, [%x[params_struct], %[offsetof_args_tile_i]]\n" + "mov x22, #0x3\n" + "str x3, [%x[params_struct], %[offsetof_args_tile_j]]\n" + "ldr x21, [%x[params_struct], %[offsetof_args_ld_input_row]]\n" + "ldr x4, [%x[params_struct], %[offsetof_args_ld_input_col]]\n" + "ldr x5, [%x[params_struct], %[offsetof_args_inptr]]\n" + "mul x20, x2, x21\n" // offset = tile_i * ld_input_row + "ldr x6, [%x[params_struct], %[offsetof_args_params]]\n" + "madd x20, x3, x4, x20\n" // offset += tile_j * ld_input_col + "mul x20, x20, x22\n" // offset *= kernel_stride * output_size + "add x7, x4, x4\n" + "add x5, x5, x20, LSL #1\n" // inptr[0] += offset * sizeof(__fp16) + "add x8, x5, x21, LSL #1\n" + "add x17, x7, x4\n" + "add x16, x8, x21, LSL #1\n" + "add x15, x17, x4\n" + "add x14, x16, x21, LSL #1\n" + "add x13, x14, x21, LSL #1\n" + "cbnz x3, 2f\n" + "ldr x9, [%x[params_struct], %[offsetof_args_n_tile_cols]]\n" + "lsl x12, %x[n_channels], #0x1\n" + "mov x28, #0x6\n" + "mul x28, x28, x4\n" + "add x27, x16, x7, LSL #1\n" + "add x26, x5, x15, LSL #1\n" + "add x25, x8, x7, LSL #1\n" + "sub x20, x9, x3\n" + "add x24, x13, x15, LSL #1\n" + "sub x20, x20, #0x1\n" + "add x23, x16, x4, LSL #1\n" + "and x20, x20, #0x3fffff\n" + "add x22, x5, x4, LSL #1\n" + "orr x12, x12, x20, LSL #22\n" + "add x21, x5, x17, LSL #1\n" + "orr x12, x12, x28, LSL #38\n" + "add x20, x16, x17, LSL #1\n" + "add x11, x8, x15, LSL #1\n" + "add x10, x14, x7, LSL #1\n" + "add x9, x14, x15, LSL #1\n" + "add x28, x13, x4, LSL #1\n" + ".inst 0xf8ac4b7a // rprfm pldonce, x12, [x27]\n" + "add x27, x8, x4, LSL #1\n" + ".inst 0xf8ac48ba // rprfm pldonce, x12, [x5]\n" + ".inst 0xf8ac4b5a // rprfm pldonce, x12, [x26]\n" + "add x26, x8, x17, LSL #1\n" + ".inst 0xf8ac49ba // rprfm pldonce, x12, [x13]\n" + ".inst 0xf8ac4b3a // rprfm pldonce, x12, [x25]\n" + "add x25, x13, x17, LSL #1\n" + ".inst 0xf8ac4b1a // rprfm pldonce, x12, [x24]\n" + "add x24, x14, x4, LSL #1\n" + ".inst 0xf8ac4afa // rprfm pldonce, x12, [x23]\n" + "add x23, x5, x7, LSL #1\n" + ".inst 0xf8ac4ada // rprfm pldonce, x12, [x22]\n" + "add x22, x14, x17, LSL #1\n" + ".inst 0xf8ac4aba // rprfm pldonce, x12, [x21]\n" + "add x21, x16, x15, LSL #1\n" + ".inst 0xf8ac4a9a // rprfm pldonce, x12, [x20]\n" + "add x20, x13, x7, LSL #1\n" + ".inst 0xf8ac491a // rprfm pldonce, x12, [x8]\n" + ".inst 0xf8ac497a // rprfm pldonce, x12, [x11]\n" + ".inst 0xf8ac49da // rprfm pldonce, x12, [x14]\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 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 0xf8ac4a1a // rprfm pldonce, x12, [x16]\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" + "mov x21, #0x3\n" + "ld1h { z18.h }, p3/Z, [x6]\n" + "addvl x6, x6, #1\n" + "ldr x27, [%x[params_struct], %[offsetof_args_ld_output_col]]\n" + "cnth x26\n" + ".inst 0xa040a0c0 // ld1h { z0.h-z3.h }, pn8.b/Z, [x6]\n" + "addvl x6, x6, #4\n" + "ldr x25, [%x[params_struct], %[offsetof_args_outptr]]\n" + "whilelt p2.h, XZR, %x[n_channels]\n" + ".inst 0xa040a0c4 // ld1h { z4.h-z7.h }, pn8.b/Z, [x6]\n" + "addvl x6, x6, #4\n" + "mul x20, x2, x22\n" // offset = tile_i * ld_output_row + "cmp x26, %x[n_channels]\n" + "ld1rh { z17.h }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n" + "madd x20, x3, x27, x20\n" // offset += tile_j * ld_output_col + "add x24, x27, x27\n" + "ld1rh { z16.h }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n" + "mul x20, x20, x21\n" // offset *= output_tile_size + "mov x21, #0x0\n" + "ld1h { z8.h }, p3/Z, [x6]\n" + "add x25, x25, x20, LSL #1\n" // outptrs[0] += offset * sizeof(__fp16) + "sub x20, XZR, x26\n" + "ld1h { z9.h }, p2/Z, [x16, x7, LSL #1]\n" + "add x23, x25, x22, LSL #1\n" + "ld1h { z10.h }, p2/Z, [x5]\n" + "addvl x6, x6, #1\n" + "add x22, x23, x22, LSL #1\n" + "ld1h { z11.h }, p2/Z, [x5, x15, LSL #1]\n" + "ld1h { z12.h }, p2/Z, [x13]\n" + "ld1h { z13.h }, p2/Z, [x8, x7, LSL #1]\n" + "bge 4f\n" + "3:" // Tile loop: Channel loop + "movprfx z24, z18\n fmla z24.h, p3/M, z7.h, z9.h\n" + "movprfx z23, z18\n fmla z23.h, p3/M, z8.h, z9.h\n" + "whilelt p1.h, x26, %x[n_channels]\n" + "inch x21\n" + "movprfx z25, z18\n fmla z25.h, p3/M, z6.h, z9.h\n" + "movprfx z26, z18\n fmla z26.h, p3/M, z5.h, z9.h\n" + "inch x26\n" + "mov p0.b, p2.b\n" + "movprfx z27, z18\n fmla z27.h, p3/M, z4.h, z9.h\n" + "movprfx z28, z18\n fmla z28.h, p3/M, z3.h, z9.h\n" + "inch x20\n" + "movprfx z29, z18\n fmla z29.h, p3/M, z2.h, z9.h\n" + "movprfx z31, z18\n fmla z31.h, p3/M, z0.h, z9.h\n" + "fmla z24.h, p3/M, z4.h, z13.h\n" + "fmla z23.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x16, x17, LSL #1]\n" + "fmla z25.h, p3/M, z2.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x16, x4, LSL #1]\n" + "fmla z26.h, p3/M, z2.h, z13.h\n" + "fmla z27.h, p3/M, z1.h, z13.h\n" + "fmla z28.h, p3/M, z0.h, z13.h\n" + "fmla z29.h, p3/M, z6.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x13, x15, LSL #1]\n" + "movprfx z30, z18\n fmla z30.h, p3/M, z1.h, z9.h\n" + "fmla z24.h, p3/M, z6.h, z11.h\n" + "fmla z23.h, p3/M, z5.h, z13.h\n" + "ld1h { z18.h }, p3/Z, [x6]\n" + "addvl x6, x6, #1\n" + "fmla z25.h, p3/M, z3.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x5, x4, LSL #1]\n" + "fmla z26.h, p3/M, z4.h, z11.h\n" + "fmla z31.h, p3/M, z8.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x5, x17, LSL #1]\n" + "fmla z27.h, p3/M, z3.h, z11.h\n" + "fmla z30.h, p3/M, z0.h, z11.h\n" + "fmla z29.h, p3/M, z1.h, z11.h\n" + "fmla z24.h, p3/M, z0.h, z13.h\n" + "fmla z23.h, p3/M, z7.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x8]\n" + "fmla z25.h, p3/M, z1.h, z12.h\n" + "fmla z28.h, p3/M, z4.h, z10.h\n" + "fmla z31.h, p3/M, z1.h, z10.h\n" + "fmla z27.h, p3/M, z5.h, z10.h\n" + "fmla z30.h, p3/M, z2.h, z10.h\n" + "fmla z26.h, p3/M, z0.h, z11.h\n" + "fmla z24.h, p3/M, z2.h, z12.h\n" + "fmla z23.h, p3/M, z1.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x8, x15, LSL #1]\n" + "ld1h { z12.h }, p2/Z, [x14]\n" + "fmla z25.h, p3/M, z7.h, z10.h\n" + "fmla z28.h, p3/M, z2.h, z13.h\n" + "fmla z24.h, p3/M, z8.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x14, x7, LSL #1]\n" + "fmla z29.h, p3/M, z3.h, z12.h\n" + "fmla z23.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x14, x15, LSL #1]\n" + "fmla z26.h, p3/M, z6.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x8, x4, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "fmla z31.h, p3/M, z3.h, z10.h\n" + "fmla z25.h, p3/M, z5.h, z13.h\n" + "fmla z27.h, p3/M, z7.h, z10.h\n" + "ld1h { z13.h }, p2/Z, [x13, x4, LSL #1]\n" + "fmla z28.h, p3/M, z6.h, z10.h\n" + "fmla z29.h, p3/M, z5.h, z10.h\n" + "fmla z26.h, p3/M, z8.h, z10.h\n" + "fmla z24.h, p3/M, z3.h, z12.h\n" + "fmla z31.h, p3/M, z5.h, z11.h\n" + "fmla z30.h, p3/M, z6.h, z13.h\n" + "fmla z27.h, p3/M, z0.h, z12.h\n" + "fmla z23.h, p3/M, z4.h, z12.h\n" + "fmla z28.h, p3/M, z8.h, z11.h\n" + "fmla z29.h, p3/M, z7.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x13, x17, LSL #1]\n" + "ld1h { z11.h }, p2/Z, [x8, x17, LSL #1]\n" + "fmla z26.h, p3/M, z1.h, z12.h\n" + "addvl x8, x8, #1\n" + "ld1h { z12.h }, p2/Z, [x14, x4, LSL #1]\n" + "fmla z30.h, p3/M, z8.h, z13.h\n" + "fmla z31.h, p3/M, z7.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x14, x17, LSL #1]\n" + "addvl x14, x14, #1\n" + "fmla z24.h, p3/M, z5.h, z11.h\n" + "fmla z25.h, p3/M, z4.h, z11.h\n" + "fmla z27.h, p3/M, z2.h, z11.h\n" + "fmla z28.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x5, x7, LSL #1]\n" + "addvl x5, x5, #1\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "fmla z26.h, p3/M, z7.h, z12.h\n" + "ld1h { z10.h }, p1/Z, [x5]\n" + "fmla z30.h, p3/M, z3.h, z12.h\n" + "fmla z31.h, p3/M, z4.h, z13.h\n" + "fmla z23.h, p3/M, z2.h, z11.h\n" + "fmla z24.h, p3/M, z1.h, z11.h\n" + "fmla z27.h, p3/M, z6.h, z12.h\n" + "fmla z25.h, p3/M, z0.h, z11.h\n" + "ld1h { z12.h }, p2/Z, [x16]\n" + "ld1h { z11.h }, p2/Z, [x16, x15, LSL #1]\n" + "fmla z28.h, p3/M, z7.h, z13.h\n" + "addvl x16, x16, #1\n" + "fmla z30.h, p3/M, z5.h, z13.h\n" + "ld1h { z9.h }, p1/Z, [x16, x7, LSL #1]\n" + "fmla z23.h, p3/M, z6.h, z12.h\n" + "fmla z29.h, p3/M, z0.h, z12.h\n" + "fmla z26.h, p3/M, z3.h, z12.h\n" + "fmla z31.h, p3/M, z2.h, z11.h\n" + ".inst 0xa040a0c0 // ld1h { z0.h-z3.h }, pn8.b/Z, [x6]\n" + "addvl x6, x6, #4\n" + "fmla z27.h, p3/M, z8.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x13, x7, LSL #1]\n" + "fmla z25.h, p3/M, z8.h, z11.h\n" + "whilelt p2.h, x21, %x[n_channels]\n" + "fmla z28.h, p3/M, z5.h, z11.h\n" + "addvl x13, x13, #1\n" + "cmp x26, %x[n_channels]\n" + "ld1h { z11.h }, p1/Z, [x5, x15, LSL #1]\n" + "fmax z23.h, p3/M, z23.h, z17.h\n" + "ld1h { z12.h }, p1/Z, [x13]\n" + "fmla z29.h, p3/M, z8.h, z13.h\n" + "fmla z30.h, p3/M, z7.h, z13.h\n" + "fmla z31.h, p3/M, z6.h, z13.h\n" + ".inst 0xa040a0c4 // ld1h { z4.h-z7.h }, pn8.b/Z, [x6]\n" + "addvl x6, x6, #4\n" + ".inst 0xc170ca38 // fclamp { z24.h-z27.h }, z17.h, z16.h\n" + "ld1h { z13.h }, p1/Z, [x8, x7, LSL #1]\n" + "ld1h { z8.h }, p3/Z, [x6]\n" + "addvl x6, x6, #1\n" + "fmin z23.h, p3/M, z23.h, z16.h\n" + ".inst 0xc170ca3c // fclamp { z28.h-z31.h }, z17.h, z16.h\n" + "st1h { z26.h }, p0, [x23]\n" + "st1h { z27.h }, p0, [x23, x27, LSL #1]\n" + "st1h { z23.h }, p0, [x25]\n" + "st1h { z24.h }, p0, [x25, x27, LSL #1]\n" + "st1h { z25.h }, p0, [x25, x24, LSL #1]\n" + "addvl x25, x25, #1\n" + "st1h { z28.h }, p0, [x23, x24, LSL #1]\n" + "addvl x23, x23, #1\n" + "st1h { z29.h }, p0, [x22]\n" + "st1h { z30.h }, p0, [x22, x27, LSL #1]\n" + "st1h { z31.h }, p0, [x22, x24, LSL #1]\n" + "addvl x22, x22, #1\n" + "blt 3b\n" + "4:" // Tile loop: Channel tail + "movprfx z24, z18\n fmla z24.h, p3/M, z7.h, z9.h\n" + "movprfx z23, z18\n fmla z23.h, p3/M, z8.h, z9.h\n" + "ldr x3, [%x[params_struct], %[offsetof_args_tile_j]]\n" + "mov p0.b, p2.b\n" + "movprfx z25, z18\n fmla z25.h, p3/M, z6.h, z9.h\n" + "movprfx z26, z18\n fmla z26.h, p3/M, z5.h, z9.h\n" + "ldr x2, [%x[params_struct], %[offsetof_args_tile_i]]\n" + "movprfx z27, z18\n fmla z27.h, p3/M, z4.h, z9.h\n" + "movprfx z28, z18\n fmla z28.h, p3/M, z3.h, z9.h\n" + "ldr x9, [%x[params_struct], %[offsetof_args_n_tile_cols]]\n" + "movprfx z29, z18\n fmla z29.h, p3/M, z2.h, z9.h\n" + "movprfx z31, z18\n fmla z31.h, p3/M, z0.h, z9.h\n" + "ldr x21, [%x[params_struct], %[offsetof_args_n_tile_rows]]\n" + "add x3, x3, #0x1\n" + "fmla z24.h, p3/M, z4.h, z13.h\n" + "fmla z23.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x16, x17, LSL #1]\n" + "add x20, x2, #0x1\n" + "fmla z25.h, p3/M, z2.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x16, x4, LSL #1]\n" + "fmla z26.h, p3/M, z2.h, z13.h\n" + "cmp x3, x9\n" + "fmla z27.h, p3/M, z1.h, z13.h\n" + "fmla z28.h, p3/M, z0.h, z13.h\n" + "csel x2, x2, x20, LT\n" + "csel x3, x3, XZR, LT\n" + "fmla z29.h, p3/M, z6.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x13, x15, LSL #1]\n" + "movprfx z30, z18\n fmla z30.h, p3/M, z1.h, z9.h\n" + "cmp x2, x21\n" + "fmla z24.h, p3/M, z6.h, z11.h\n" + "fmla z23.h, p3/M, z5.h, z13.h\n" + "fmla z25.h, p3/M, z3.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x5, x4, LSL #1]\n" + "fmla z26.h, p3/M, z4.h, z11.h\n" + "fmla z31.h, p3/M, z8.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x5, x17, LSL #1]\n" + "fmla z27.h, p3/M, z3.h, z11.h\n" + "fmla z30.h, p3/M, z0.h, z11.h\n" + "fmla z29.h, p3/M, z1.h, z11.h\n" + "fmla z24.h, p3/M, z0.h, z13.h\n" + "fmla z23.h, p3/M, z7.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x8]\n" + "fmla z25.h, p3/M, z1.h, z12.h\n" + "fmla z28.h, p3/M, z4.h, z10.h\n" + "fmla z31.h, p3/M, z1.h, z10.h\n" + "fmla z27.h, p3/M, z5.h, z10.h\n" + "fmla z30.h, p3/M, z2.h, z10.h\n" + "fmla z26.h, p3/M, z0.h, z11.h\n" + "fmla z24.h, p3/M, z2.h, z12.h\n" + "fmla z23.h, p3/M, z1.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x8, x15, LSL #1]\n" + "ld1h { z12.h }, p2/Z, [x14]\n" + "fmla z25.h, p3/M, z7.h, z10.h\n" + "fmla z28.h, p3/M, z2.h, z13.h\n" + "fmla z24.h, p3/M, z8.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x14, x7, LSL #1]\n" + "fmla z29.h, p3/M, z3.h, z12.h\n" + "fmla z23.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x14, x15, LSL #1]\n" + "fmla z26.h, p3/M, z6.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x8, x4, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "fmla z31.h, p3/M, z3.h, z10.h\n" + "fmla z25.h, p3/M, z5.h, z13.h\n" + "fmla z27.h, p3/M, z7.h, z10.h\n" + "ld1h { z13.h }, p2/Z, [x13, x4, LSL #1]\n" + "fmla z28.h, p3/M, z6.h, z10.h\n" + "fmla z29.h, p3/M, z5.h, z10.h\n" + "fmla z26.h, p3/M, z8.h, z10.h\n" + "fmla z24.h, p3/M, z3.h, z12.h\n" + "fmla z31.h, p3/M, z5.h, z11.h\n" + "fmla z30.h, p3/M, z6.h, z13.h\n" + "fmla z27.h, p3/M, z0.h, z12.h\n" + "fmla z23.h, p3/M, z4.h, z12.h\n" + "fmla z28.h, p3/M, z8.h, z11.h\n" + "fmla z29.h, p3/M, z7.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x13, x17, LSL #1]\n" + "ld1h { z11.h }, p2/Z, [x8, x17, LSL #1]\n" + "fmla z26.h, p3/M, z1.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x14, x4, LSL #1]\n" + "fmla z30.h, p3/M, z8.h, z13.h\n" + "fmla z31.h, p3/M, z7.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x14, x17, LSL #1]\n" + "fmla z24.h, p3/M, z5.h, z11.h\n" + "fmla z25.h, p3/M, z4.h, z11.h\n" + "fmla z27.h, p3/M, z2.h, z11.h\n" + "fmla z28.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x5, x7, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "fmla z26.h, p3/M, z7.h, z12.h\n" + "fmla z30.h, p3/M, z3.h, z12.h\n" + "fmla z31.h, p3/M, z4.h, z13.h\n" + "fmla z23.h, p3/M, z2.h, z11.h\n" + "fmla z24.h, p3/M, z1.h, z11.h\n" + "fmla z27.h, p3/M, z6.h, z12.h\n" + "fmla z25.h, p3/M, z0.h, z11.h\n" + "ld1h { z12.h }, p2/Z, [x16]\n" + "ld1h { z11.h }, p2/Z, [x16, x15, LSL #1]\n" + "fmla z28.h, p3/M, z7.h, z13.h\n" + "fmla z30.h, p3/M, z5.h, z13.h\n" + "fmla z23.h, p3/M, z6.h, z12.h\n" + "fmla z29.h, p3/M, z0.h, z12.h\n" + "fmla z26.h, p3/M, z3.h, z12.h\n" + "fmla z31.h, p3/M, z2.h, z11.h\n" + "fmla z27.h, p3/M, z8.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x13, x7, LSL #1]\n" + "fmla z25.h, p3/M, z8.h, z11.h\n" + "fmla z28.h, p3/M, z5.h, z11.h\n" + "fmax z23.h, p3/M, z23.h, z17.h\n" + "fmla z29.h, p3/M, z8.h, z13.h\n" + "fmla z30.h, p3/M, z7.h, z13.h\n" + "fmla z31.h, p3/M, z6.h, z13.h\n" + ".inst 0xc170ca38 // fclamp { z24.h-z27.h }, z17.h, z16.h\n" + "fmin z23.h, p3/M, z23.h, z16.h\n" + ".inst 0xc170ca3c // fclamp { z28.h-z31.h }, z17.h, z16.h\n" + "st1h { z26.h }, p0, [x23]\n" + "st1h { z27.h }, p0, [x23, x27, LSL #1]\n" + "st1h { z23.h }, p0, [x25]\n" + "st1h { z24.h }, p0, [x25, x27, LSL #1]\n" + "st1h { z25.h }, p0, [x25, x24, LSL #1]\n" + "st1h { z28.h }, p0, [x23, x24, LSL #1]\n" + "st1h { z29.h }, p0, [x22]\n" + "st1h { z30.h }, p0, [x22, x27, LSL #1]\n" + "st1h { z31.h }, p0, [x22, x24, LSL #1]\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) -- cgit v1.2.1