From d02d5edfa15ba6c04a9986a8a362a945cb38ac31 Mon Sep 17 00:00:00 2001 From: Michele Di Giorgio Date: Fri, 22 Jan 2021 09:47:04 +0000 Subject: Integrate improved CPU depthwise convolution kernels * Replace assembly kernels for depthwise convolution with more optimized ones. * Add int8 assembly kernels. * Fix implicit padding on optimized kernels Resolves: COMPMID-3867, COMPMID-4361 Change-Id: I0b0867e05f61be4f368f62190d55e14d0ab3ebf2 Signed-off-by: Michele Di Giorgio Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5622 Tested-by: Arm Jenkins Reviewed-by: Georgios Pinitas --- .../generic_indirect.cpp | 746 +++++++++++++++++++++ 1 file changed, 746 insertions(+) create mode 100644 src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst/generic_indirect.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst/generic_indirect.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst/generic_indirect.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst/generic_indirect.cpp new file mode 100644 index 0000000000..8148353f1a --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst/generic_indirect.cpp @@ -0,0 +1,746 @@ +/* + * Copyright (c) 2021 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ + +#include +#include + +#if defined(__ARM_FEATURE_SVE) && defined(__ARM_FP16_ARGS) + +namespace arm_conv { +namespace depthwise { + +void sve_fp16_nhwc_3x3_s1_output4x4_mla_depthfirst_indirect_impl( + const __fp16 *const *const input_ptrs, + __fp16 *const *const outptrs, + const void *params, + unsigned int n_channels, + const __fp16 activation_min, + const __fp16 activation_max +) +{ + struct Args + { + __fp16 *const *outptrs; + const void *params; + const __fp16 min, max; + const __fp16 *inptrs[36]; + + Args( + const __fp16 *const *const input_ptrs, + __fp16 *const *const outptrs, + const void *const params, + const __fp16 min, + const __fp16 max + ) : outptrs(outptrs), params(params), min(min), max(max) + { + inptrs[0] = input_ptrs[14]; + inptrs[1] = input_ptrs[0]; + inptrs[2] = input_ptrs[5]; + inptrs[3] = input_ptrs[15]; + inptrs[4] = input_ptrs[30]; + inptrs[5] = input_ptrs[35]; + inptrs[6] = input_ptrs[20]; + inptrs[7] = input_ptrs[1]; + inptrs[8] = input_ptrs[4]; + inptrs[9] = input_ptrs[21]; + inptrs[10] = input_ptrs[6]; + inptrs[11] = input_ptrs[11]; + inptrs[12] = input_ptrs[24]; + inptrs[13] = input_ptrs[8]; + inptrs[14] = input_ptrs[29]; + inptrs[15] = input_ptrs[9]; + inptrs[16] = input_ptrs[31]; + inptrs[17] = input_ptrs[13]; + inptrs[18] = input_ptrs[34]; + inptrs[19] = input_ptrs[16]; + inptrs[20] = input_ptrs[2]; + inptrs[21] = input_ptrs[19]; + inptrs[22] = input_ptrs[3]; + inptrs[23] = input_ptrs[12]; + inptrs[24] = input_ptrs[22]; + inptrs[25] = input_ptrs[17]; + inptrs[26] = input_ptrs[18]; + inptrs[27] = input_ptrs[26]; + inptrs[28] = input_ptrs[23]; + inptrs[29] = input_ptrs[32]; + inptrs[30] = input_ptrs[27]; + inptrs[31] = input_ptrs[33]; + inptrs[32] = input_ptrs[7]; + inptrs[33] = input_ptrs[10]; + inptrs[34] = input_ptrs[25]; + inptrs[35] = input_ptrs[28]; + + } + }; + + Args params_struct(input_ptrs, outptrs, params, + activation_min, activation_max); + + __asm__ __volatile__( + "ldr x2, [%x[params_struct], %[offsetof_args_outptrs]]\n" + "ptrue p3.b\n" + "ldr x3, [%x[params_struct], %[offsetof_args_params]]\n" + "add x4, %x[params_struct], %[offsetof_Args_inptrs]\n" + "ld1rh { z15.h }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n" + "mov x5, #0x0\n" + "ld1rh { z14.h }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n" + "cnth x6\n" + "ld1h { z13.h }, p3/Z, [x3]\n" // Load from weights and bias + "mov z31.d, z13.d\n" + "ld1h { z0.h }, p3/Z, [x3, #1, MUL VL]\n" // Load from weights and bias + "sub x7, XZR, x6\n" + "mov z30.d, z13.d\n" + "ld1h { z1.h }, p3/Z, [x3, #2, MUL VL]\n" // Load from weights and bias + "whilelt p2.h, XZR, %x[n_channels]\n" + "mov z29.d, z13.d\n" + "ld1h { z2.h }, p3/Z, [x3, #3, MUL VL]\n" // Load from weights and bias + "cmp x6, %x[n_channels]\n" + "mov z28.d, z13.d\n" + "ld1h { z3.h }, p3/Z, [x3, #4, MUL VL]\n" // Load from weights and bias + "mov z27.d, z13.d\n" + "ld1h { z4.h }, p3/Z, [x3, #5, MUL VL]\n" // Load from weights and bias + "mov z26.d, z13.d\n" + "ld1h { z5.h }, p3/Z, [x3, #6, MUL VL]\n" // Load from weights and bias + "mov z25.d, z13.d\n" + "ld1h { z6.h }, p3/Z, [x3, #7, MUL VL]\n" // Load from weights and bias + "addvl x3, x3, #16\n" + "mov z24.d, z13.d\n" + "ld1h { z7.h }, p3/Z, [x3, #-8, MUL VL]\n" // Load from weights and bias + "mov z23.d, z13.d\n" + "ld1h { z8.h }, p3/Z, [x3, #-7, MUL VL]\n" // Load from weights and bias + "addvl x3, x3, #-6\n" + "mov z22.d, z13.d\n" + "ldp x8, x17, [x4, #0x0]\n" + "mov z21.d, z13.d\n" + "ldp x16, x15, [x4, #0x10]\n" + "mov z20.d, z13.d\n" + "ld1h { z9.h }, p2/Z, [x8, x5, LSL #1]\n" + "mov z19.d, z13.d\n" + "mov z18.d, z13.d\n" + "ld1h { z10.h }, p2/Z, [x17, x5, LSL #1]\n" + "mov z17.d, z13.d\n" + "ld1h { z11.h }, p2/Z, [x16, x5, LSL #1]\n" + "mov z16.d, z13.d\n" + "ld1h { z12.h }, p2/Z, [x15, x5, LSL #1]\n" + "bge 2f\n" + "1:" // Channel loop + "fmla z31.h, p3/M, z8.h, z9.h\n" + "ldr x14, [x4, #0x20]\n" + "whilelt p1.h, x6, %x[n_channels]\n" + "fmla z30.h, p3/M, z7.h, z9.h\n" + "ldr x13, [x4, #0x28]\n" + "inch x7\n" + "fmla z29.h, p3/M, z6.h, z9.h\n" + "ldr x12, [x4, #0x30]\n" + "mov p0.b, p2.b\n" + "fmla z27.h, p3/M, z5.h, z9.h\n" + "ldr x11, [x4, #0x38]\n" + "fmla z26.h, p3/M, z4.h, z9.h\n" + "ldr x10, [x4, #0x40]\n" + "fmla z25.h, p3/M, z3.h, z9.h\n" + "ldr x9, [x4, #0x48]\n" + "fmla z23.h, p3/M, z2.h, z9.h\n" + "ldr x28, [x4, #0x50]\n" + "fmla z22.h, p3/M, z1.h, z9.h\n" + "ldr x27, [x4, #0x58]\n" + "fmla z21.h, p3/M, z0.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x12, x5, LSL #1]\n" + "fmla z31.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x14, x5, LSL #1]\n" + "fmla z28.h, p3/M, z2.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x13, x5, LSL #1]\n" + "fmla z30.h, p3/M, z8.h, z12.h\n" + "ldr x26, [x4, #0x60]\n" + "fmla z29.h, p3/M, z7.h, z12.h\n" + "ldr x25, [x4, #0x68]\n" + "fmla z26.h, p3/M, z5.h, z12.h\n" + "ldr x24, [x4, #0x70]\n" + "fmla z28.h, p3/M, z6.h, z12.h\n" + "ldr x23, [x4, #0x78]\n" + "fmla z25.h, p3/M, z4.h, z12.h\n" + "ldr x8, [x4, #0x80]\n" + "fmla z24.h, p3/M, z3.h, z12.h\n" + "ldr x17, [x4, #0x88]\n" + "fmla z22.h, p3/M, z2.h, z12.h\n" + "ldr x16, [x4, #0x90]\n" + "fmla z21.h, p3/M, z1.h, z12.h\n" + "ldr x15, [x4, #0x98]\n" + "fmla z20.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x11, x5, LSL #1]\n" + "fmla z19.h, p3/M, z6.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x9, x5, LSL #1]\n" + "fmla z16.h, p3/M, z8.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x10, x5, LSL #1]\n" + "fmla z27.h, p3/M, z8.h, z9.h\n" + "ldr x14, [x4, #0xa0]\n" + "fmla z26.h, p3/M, z7.h, z9.h\n" + "ldr x13, [x4, #0xa8]\n" + "fmla z25.h, p3/M, z6.h, z9.h\n" + "ldr x12, [x4, #0xb0]\n" + "fmla z23.h, p3/M, z5.h, z9.h\n" + "ldr x11, [x4, #0xb8]\n" + "fmla z22.h, p3/M, z4.h, z9.h\n" + "ldr x10, [x4, #0xc0]\n" + "fmla z21.h, p3/M, z3.h, z9.h\n" + "ldr x9, [x4, #0xc8]\n" + "fmla z19.h, p3/M, z2.h, z9.h\n" + "ldr x22, [x2, #0x0]\n" + "fmla z18.h, p3/M, z1.h, z9.h\n" + "ldr x21, [x2, #0x8]\n" + "fmla z17.h, p3/M, z0.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x28, x5, LSL #1]\n" + "fmla z31.h, p3/M, z1.h, z12.h\n" + "ldr x28, [x4, #0xd0]\n" + "fmla z30.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x27, x5, LSL #1]\n" + "fmla z29.h, p3/M, z2.h, z11.h\n" + "ldr x27, [x4, #0xd8]\n" + "fmla z28.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x26, x5, LSL #1]\n" + "fmla z26.h, p3/M, z8.h, z10.h\n" + "ldr x26, [x4, #0xe0]\n" + "fmla z25.h, p3/M, z7.h, z10.h\n" + "ldr x20, [x2, #0x10]\n" + "fmla z24.h, p3/M, z6.h, z10.h\n" + "ldr x19, [x2, #0x18]\n" + "fmla z22.h, p3/M, z5.h, z10.h\n" + "ld1h { z13.h }, p3/Z, [x3]\n" // Load from weights and bias + "fmla z21.h, p3/M, z4.h, z10.h\n" + "fmla z20.h, p3/M, z3.h, z10.h\n" + "fmla z18.h, p3/M, z2.h, z10.h\n" + "fmla z17.h, p3/M, z1.h, z10.h\n" + "fmla z16.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x25, x5, LSL #1]\n" + "fmla z31.h, p3/M, z3.h, z9.h\n" + "ldr x25, [x4, #0xe8]\n" + "fmla z27.h, p3/M, z0.h, z9.h\n" + "fmla z28.h, p3/M, z5.h, z12.h\n" + "fmla z24.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x23, x5, LSL #1]\n" + "fmla z23.h, p3/M, z6.h, z11.h\n" + "ldr x23, [x4, #0xf8]\n" + "fmla z19.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x24, x5, LSL #1]\n" + "fmla z31.h, p3/M, z5.h, z10.h\n" + "ldr x24, [x4, #0xf0]\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "fmla z29.h, p3/M, z3.h, z10.h\n" + "fmla z27.h, p3/M, z2.h, z10.h\n" + "fmla z26.h, p3/M, z1.h, z10.h\n" + "fmla z25.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x17, x5, LSL #1]\n" + "fmla z20.h, p3/M, z8.h, z11.h\n" + "ldr x17, [x4, #0x108]\n" + "fmla z16.h, p3/M, z5.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x8, x5, LSL #1]\n" + "fmla z30.h, p3/M, z5.h, z12.h\n" + "ldr x8, [x4, #0x100]\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "fmla z28.h, p3/M, z3.h, z12.h\n" + "fmla z26.h, p3/M, z2.h, z12.h\n" + "fmla z25.h, p3/M, z1.h, z12.h\n" + "fmla z24.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x15, x5, LSL #1]\n" + "fmla z19.h, p3/M, z7.h, z11.h\n" + "ldr x15, [x4, #0x118]\n" + "fmla z18.h, p3/M, z6.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x16, x5, LSL #1]\n" + "fmla z31.h, p3/M, z7.h, z10.h\n" + "ldr x16, [x4, #0x110]\n" + "fmla z30.h, p3/M, z6.h, z10.h\n" + "fmla z27.h, p3/M, z4.h, z10.h\n" + "fmla z26.h, p3/M, z3.h, z10.h\n" + "fmla z23.h, p3/M, z1.h, z10.h\n" + "fmla z22.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x14, x5, LSL #1]\n" + "fmla z17.h, p3/M, z8.h, z11.h\n" + "fmla z16.h, p3/M, z7.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x13, x5, LSL #1]\n" + "fmla z29.h, p3/M, z8.h, z12.h\n" + "fmla z28.h, p3/M, z7.h, z12.h\n" + "fmla z25.h, p3/M, z5.h, z12.h\n" + "fmla z24.h, p3/M, z4.h, z12.h\n" + "fmla z21.h, p3/M, z2.h, z12.h\n" + "fmla z20.h, p3/M, z1.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x12, x5, LSL #1]\n" + "fmla z31.h, p3/M, z2.h, z10.h\n" + "fmla z30.h, p3/M, z1.h, z10.h\n" + "fmla z29.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x11, x5, LSL #1]\n" + "fmla z27.h, p3/M, z7.h, z11.h\n" + "fmla z26.h, p3/M, z6.h, z11.h\n" + "fmla z23.h, p3/M, z4.h, z11.h\n" + "fmla z22.h, p3/M, z3.h, z11.h\n" + "fmla z19.h, p3/M, z1.h, z11.h\n" + "fmla z18.h, p3/M, z0.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x10, x5, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z12.h\n" + "fmla z29.h, p3/M, z1.h, z12.h\n" + "fmla z28.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x9, x5, LSL #1]\n" + "fmla z31.h, p3/M, z6.h, z10.h\n" + "fmla z27.h, p3/M, z3.h, z10.h\n" + "fmla z23.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x28, x5, LSL #1]\n" + "fmla z25.h, p3/M, z8.h, z11.h\n" + "fmla z24.h, p3/M, z7.h, z11.h\n" + "fmla z21.h, p3/M, z5.h, z11.h\n" + "fmla z20.h, p3/M, z4.h, z11.h\n" + "fmla z17.h, p3/M, z2.h, z11.h\n" + "fmla z16.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x27, x5, LSL #1]\n" + "fmla z28.h, p3/M, z8.h, z12.h\n" + "fmla z24.h, p3/M, z5.h, z12.h\n" + "fmla z20.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x26, x5, LSL #1]\n" + "fmla z27.h, p3/M, z6.h, z10.h\n" + "fmla z23.h, p3/M, z3.h, z10.h\n" + "fmla z19.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x25, x5, LSL #1]\n" + "fmla z22.h, p3/M, z7.h, z11.h\n" + "fmla z21.h, p3/M, z6.h, z11.h\n" + "fmla z23.h, p3/M, z8.h, z11.h\n" + "fmla z19.h, p3/M, z5.h, z11.h\n" + "fmla z18.h, p3/M, z4.h, z11.h\n" + "fmla z17.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x24, x5, LSL #1]\n" + "fmla z24.h, p3/M, z8.h, z12.h\n" + "fmla z20.h, p3/M, z5.h, z12.h\n" + "fmla z16.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x23, x5, LSL #1]\n" + "fmla z19.h, p3/M, z8.h, z10.h\n" + "fmla z18.h, p3/M, z7.h, z10.h\n" + "fmla z17.h, p3/M, z6.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x8, x5, LSL #1]\n" + "fmla z22.h, p3/M, z8.h, z11.h\n" + "fmla z21.h, p3/M, z7.h, z11.h\n" + "fmla z20.h, p3/M, z6.h, z11.h\n" + "fmla z18.h, p3/M, z5.h, z11.h\n" + "fmla z17.h, p3/M, z4.h, z11.h\n" + "fmla z16.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x17, x5, LSL #1]\n" + "fmla z31.h, p3/M, z4.h, z10.h\n" + "ldp x8, x17, [x4, #0x0]\n" + "fmla z18.h, p3/M, z8.h, z12.h\n" + "ld1h { z9.h }, p1/Z, [x8, x6, LSL #1]\n" + "fmla z17.h, p3/M, z7.h, z12.h\n" + "fmla z16.h, p3/M, z6.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x16, x5, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z10.h\n" + "fmla z27.h, p3/M, z1.h, z10.h\n" + "fmla z26.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x15, x5, LSL #1]\n" + "inch x5\n" + "fmla z29.h, p3/M, z5.h, z11.h\n" + "ldp x16, x15, [x4, #0x10]\n" + "whilelt p2.h, x5, %x[n_channels]\n" + "fmla z28.h, p3/M, z4.h, z11.h\n" + "ld1h { z0.h }, p3/Z, [x3, #1, MUL VL]\n" // Load from weights and bias + "fmla z25.h, p3/M, z2.h, z11.h\n" + "ld1h { z2.h }, p3/Z, [x3, #3, MUL VL]\n" // Load from weights and bias + "fmla z24.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p1/Z, [x16, x6, LSL #1]\n" + "fmla z23.h, p3/M, z7.h, z12.h\n" + "ld1h { z1.h }, p3/Z, [x3, #2, MUL VL]\n" // Load from weights and bias + "fmla z22.h, p3/M, z6.h, z12.h\n" + "ld1h { z6.h }, p3/Z, [x3, #7, MUL VL]\n" // Load from weights and bias + "fmla z19.h, p3/M, z4.h, z12.h\n" + "fmla z18.h, p3/M, z3.h, z12.h\n" + "ld1h { z12.h }, p1/Z, [x15, x6, LSL #1]\n" + "fmla z21.h, p3/M, z8.h, z10.h\n" + "ld1h { z3.h }, p3/Z, [x3, #4, MUL VL]\n" // Load from weights and bias + "fmla z20.h, p3/M, z7.h, z10.h\n" + "fmla z17.h, p3/M, z5.h, z10.h\n" + "ld1h { z5.h }, p3/Z, [x3, #6, MUL VL]\n" // Load from weights and bias + "fmla z16.h, p3/M, z4.h, z10.h\n" + "ld1h { z10.h }, p1/Z, [x17, x6, LSL #1]\n" + "inch x6\n" + "fmax z31.h, p3/M, z31.h, z15.h\n" + "ld1h { z4.h }, p3/Z, [x3, #5, MUL VL]\n" // Load from weights and bias + "addvl x3, x3, #16\n" + "fmax z30.h, p3/M, z30.h, z15.h\n" + "ld1h { z7.h }, p3/Z, [x3, #-8, MUL VL]\n" // Load from weights and bias + "cmp x6, %x[n_channels]\n" + "fmax z29.h, p3/M, z29.h, z15.h\n" + "ld1h { z8.h }, p3/Z, [x3, #-7, MUL VL]\n" // Load from weights and bias + "addvl x3, x3, #-6\n" + "fmax z28.h, p3/M, z28.h, z15.h\n" + "fmax z27.h, p3/M, z27.h, z15.h\n" + "fmin z31.h, p3/M, z31.h, z14.h\n" + "st1h { z31.h }, p0, [x22, x7, LSL #1]\n" + "mov z31.d, z13.d\n" + "fmin z30.h, p3/M, z30.h, z14.h\n" + "ldr x22, [x2, #0x20]\n" + "fmin z29.h, p3/M, z29.h, z14.h\n" + "st1h { z30.h }, p0, [x21, x7, LSL #1]\n" + "mov z30.d, z13.d\n" + "fmin z28.h, p3/M, z28.h, z14.h\n" + "st1h { z29.h }, p0, [x20, x7, LSL #1]\n" + "mov z29.d, z13.d\n" + "ldr x21, [x2, #0x28]\n" + "fmin z27.h, p3/M, z27.h, z14.h\n" + "ldr x20, [x2, #0x30]\n" + "fmax z26.h, p3/M, z26.h, z15.h\n" + "st1h { z28.h }, p0, [x19, x7, LSL #1]\n" + "mov z28.d, z13.d\n" + "ldr x19, [x2, #0x38]\n" + "fmax z25.h, p3/M, z25.h, z15.h\n" + "st1h { z27.h }, p0, [x22, x7, LSL #1]\n" + "mov z27.d, z13.d\n" + "ldr x22, [x2, #0x40]\n" + "fmin z26.h, p3/M, z26.h, z14.h\n" + "st1h { z26.h }, p0, [x21, x7, LSL #1]\n" + "mov z26.d, z13.d\n" + "fmin z25.h, p3/M, z25.h, z14.h\n" + "ldr x21, [x2, #0x48]\n" + "fmax z24.h, p3/M, z24.h, z15.h\n" + "st1h { z25.h }, p0, [x20, x7, LSL #1]\n" + "mov z25.d, z13.d\n" + "fmax z23.h, p3/M, z23.h, z15.h\n" + "ldr x20, [x2, #0x50]\n" + "fmin z24.h, p3/M, z24.h, z14.h\n" + "st1h { z24.h }, p0, [x19, x7, LSL #1]\n" + "mov z24.d, z13.d\n" + "fmin z23.h, p3/M, z23.h, z14.h\n" + "ldr x19, [x2, #0x58]\n" + "fmax z22.h, p3/M, z22.h, z15.h\n" + "st1h { z23.h }, p0, [x22, x7, LSL #1]\n" + "mov z23.d, z13.d\n" + "fmax z21.h, p3/M, z21.h, z15.h\n" + "ldr x22, [x2, #0x60]\n" + "fmin z22.h, p3/M, z22.h, z14.h\n" + "st1h { z22.h }, p0, [x21, x7, LSL #1]\n" + "mov z22.d, z13.d\n" + "fmin z21.h, p3/M, z21.h, z14.h\n" + "ldr x21, [x2, #0x68]\n" + "fmax z20.h, p3/M, z20.h, z15.h\n" + "st1h { z21.h }, p0, [x20, x7, LSL #1]\n" + "mov z21.d, z13.d\n" + "fmax z19.h, p3/M, z19.h, z15.h\n" + "ldr x20, [x2, #0x70]\n" + "fmin z20.h, p3/M, z20.h, z14.h\n" + "st1h { z20.h }, p0, [x19, x7, LSL #1]\n" + "mov z20.d, z13.d\n" + "fmin z19.h, p3/M, z19.h, z14.h\n" + "ldr x19, [x2, #0x78]\n" + "fmax z18.h, p3/M, z18.h, z15.h\n" + "st1h { z19.h }, p0, [x22, x7, LSL #1]\n" + "mov z19.d, z13.d\n" + "fmax z17.h, p3/M, z17.h, z15.h\n" + "fmin z18.h, p3/M, z18.h, z14.h\n" + "st1h { z18.h }, p0, [x21, x7, LSL #1]\n" + "mov z18.d, z13.d\n" + "fmin z17.h, p3/M, z17.h, z14.h\n" + "st1h { z17.h }, p0, [x20, x7, LSL #1]\n" + "mov z17.d, z13.d\n" + "fmax z16.h, p3/M, z16.h, z15.h\n" + "fmin z16.h, p3/M, z16.h, z14.h\n" + "st1h { z16.h }, p0, [x19, x7, LSL #1]\n" + "mov z16.d, z13.d\n" + "blt 1b\n" + "2:" // Channel tail + "fmla z31.h, p3/M, z8.h, z9.h\n" + "ldr x14, [x4, #0x20]\n" + "inch x7\n" + "fmla z30.h, p3/M, z7.h, z9.h\n" + "ldr x13, [x4, #0x28]\n" + "mov p0.b, p2.b\n" + "fmla z29.h, p3/M, z6.h, z9.h\n" + "ldr x12, [x4, #0x30]\n" + "fmla z27.h, p3/M, z5.h, z9.h\n" + "ldr x11, [x4, #0x38]\n" + "fmla z26.h, p3/M, z4.h, z9.h\n" + "ldr x10, [x4, #0x40]\n" + "fmla z25.h, p3/M, z3.h, z9.h\n" + "ldr x9, [x4, #0x48]\n" + "fmla z23.h, p3/M, z2.h, z9.h\n" + "ldr x28, [x4, #0x50]\n" + "fmla z22.h, p3/M, z1.h, z9.h\n" + "ldr x27, [x4, #0x58]\n" + "fmla z21.h, p3/M, z0.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x12, x5, LSL #1]\n" + "fmla z31.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x14, x5, LSL #1]\n" + "fmla z28.h, p3/M, z2.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x13, x5, LSL #1]\n" + "fmla z30.h, p3/M, z8.h, z12.h\n" + "ldr x26, [x4, #0x60]\n" + "fmla z29.h, p3/M, z7.h, z12.h\n" + "ldr x25, [x4, #0x68]\n" + "fmla z26.h, p3/M, z5.h, z12.h\n" + "ldr x24, [x4, #0x70]\n" + "fmla z28.h, p3/M, z6.h, z12.h\n" + "ldr x23, [x4, #0x78]\n" + "fmla z25.h, p3/M, z4.h, z12.h\n" + "ldr x8, [x4, #0x80]\n" + "fmla z24.h, p3/M, z3.h, z12.h\n" + "ldr x17, [x4, #0x88]\n" + "fmla z22.h, p3/M, z2.h, z12.h\n" + "ldr x16, [x4, #0x90]\n" + "fmla z21.h, p3/M, z1.h, z12.h\n" + "ldr x15, [x4, #0x98]\n" + "fmla z20.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x11, x5, LSL #1]\n" + "fmla z19.h, p3/M, z6.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x9, x5, LSL #1]\n" + "fmla z16.h, p3/M, z8.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x10, x5, LSL #1]\n" + "fmla z27.h, p3/M, z8.h, z9.h\n" + "ldr x14, [x4, #0xa0]\n" + "fmla z26.h, p3/M, z7.h, z9.h\n" + "ldr x13, [x4, #0xa8]\n" + "fmla z25.h, p3/M, z6.h, z9.h\n" + "ldr x12, [x4, #0xb0]\n" + "fmla z23.h, p3/M, z5.h, z9.h\n" + "ldr x11, [x4, #0xb8]\n" + "fmla z22.h, p3/M, z4.h, z9.h\n" + "ldr x10, [x4, #0xc0]\n" + "fmla z21.h, p3/M, z3.h, z9.h\n" + "ldr x9, [x4, #0xc8]\n" + "fmla z19.h, p3/M, z2.h, z9.h\n" + "ldr x22, [x2, #0x0]\n" + "fmla z18.h, p3/M, z1.h, z9.h\n" + "ldr x21, [x2, #0x8]\n" + "fmla z17.h, p3/M, z0.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x28, x5, LSL #1]\n" + "fmla z31.h, p3/M, z1.h, z12.h\n" + "ldr x28, [x4, #0xd0]\n" + "fmla z30.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x27, x5, LSL #1]\n" + "fmla z29.h, p3/M, z2.h, z11.h\n" + "ldr x27, [x4, #0xd8]\n" + "fmla z28.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x26, x5, LSL #1]\n" + "fmla z26.h, p3/M, z8.h, z10.h\n" + "ldr x26, [x4, #0xe0]\n" + "fmla z25.h, p3/M, z7.h, z10.h\n" + "ldr x20, [x2, #0x10]\n" + "fmla z24.h, p3/M, z6.h, z10.h\n" + "ldr x19, [x2, #0x18]\n" + "fmla z22.h, p3/M, z5.h, z10.h\n" + "fmla z21.h, p3/M, z4.h, z10.h\n" + "fmla z20.h, p3/M, z3.h, z10.h\n" + "fmla z18.h, p3/M, z2.h, z10.h\n" + "fmla z17.h, p3/M, z1.h, z10.h\n" + "fmla z16.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x25, x5, LSL #1]\n" + "fmla z31.h, p3/M, z3.h, z9.h\n" + "ldr x25, [x4, #0xe8]\n" + "fmla z27.h, p3/M, z0.h, z9.h\n" + "fmla z28.h, p3/M, z5.h, z12.h\n" + "fmla z24.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x23, x5, LSL #1]\n" + "fmla z23.h, p3/M, z6.h, z11.h\n" + "ldr x23, [x4, #0xf8]\n" + "fmla z19.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x24, x5, LSL #1]\n" + "fmla z31.h, p3/M, z5.h, z10.h\n" + "ldr x24, [x4, #0xf0]\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "fmla z29.h, p3/M, z3.h, z10.h\n" + "fmla z27.h, p3/M, z2.h, z10.h\n" + "fmla z26.h, p3/M, z1.h, z10.h\n" + "fmla z25.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x17, x5, LSL #1]\n" + "fmla z20.h, p3/M, z8.h, z11.h\n" + "ldr x17, [x4, #0x108]\n" + "fmla z16.h, p3/M, z5.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x8, x5, LSL #1]\n" + "fmla z30.h, p3/M, z5.h, z12.h\n" + "ldr x8, [x4, #0x100]\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "fmla z28.h, p3/M, z3.h, z12.h\n" + "fmla z26.h, p3/M, z2.h, z12.h\n" + "fmla z25.h, p3/M, z1.h, z12.h\n" + "fmla z24.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x15, x5, LSL #1]\n" + "fmla z19.h, p3/M, z7.h, z11.h\n" + "ldr x15, [x4, #0x118]\n" + "fmla z18.h, p3/M, z6.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x16, x5, LSL #1]\n" + "fmla z31.h, p3/M, z7.h, z10.h\n" + "ldr x16, [x4, #0x110]\n" + "fmla z30.h, p3/M, z6.h, z10.h\n" + "fmla z27.h, p3/M, z4.h, z10.h\n" + "fmla z26.h, p3/M, z3.h, z10.h\n" + "fmla z23.h, p3/M, z1.h, z10.h\n" + "fmla z22.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x14, x5, LSL #1]\n" + "fmla z17.h, p3/M, z8.h, z11.h\n" + "fmla z16.h, p3/M, z7.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x13, x5, LSL #1]\n" + "fmla z29.h, p3/M, z8.h, z12.h\n" + "fmla z28.h, p3/M, z7.h, z12.h\n" + "fmla z25.h, p3/M, z5.h, z12.h\n" + "fmla z24.h, p3/M, z4.h, z12.h\n" + "fmla z21.h, p3/M, z2.h, z12.h\n" + "fmla z20.h, p3/M, z1.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x12, x5, LSL #1]\n" + "fmla z31.h, p3/M, z2.h, z10.h\n" + "fmla z30.h, p3/M, z1.h, z10.h\n" + "fmla z29.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x11, x5, LSL #1]\n" + "fmla z27.h, p3/M, z7.h, z11.h\n" + "fmla z26.h, p3/M, z6.h, z11.h\n" + "fmla z23.h, p3/M, z4.h, z11.h\n" + "fmla z22.h, p3/M, z3.h, z11.h\n" + "fmla z19.h, p3/M, z1.h, z11.h\n" + "fmla z18.h, p3/M, z0.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x10, x5, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z12.h\n" + "fmla z29.h, p3/M, z1.h, z12.h\n" + "fmla z28.h, p3/M, z0.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x9, x5, LSL #1]\n" + "fmla z31.h, p3/M, z6.h, z10.h\n" + "fmla z27.h, p3/M, z3.h, z10.h\n" + "fmla z23.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x28, x5, LSL #1]\n" + "fmla z25.h, p3/M, z8.h, z11.h\n" + "fmla z24.h, p3/M, z7.h, z11.h\n" + "fmla z21.h, p3/M, z5.h, z11.h\n" + "fmla z20.h, p3/M, z4.h, z11.h\n" + "fmla z17.h, p3/M, z2.h, z11.h\n" + "fmla z16.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x27, x5, LSL #1]\n" + "fmla z28.h, p3/M, z8.h, z12.h\n" + "fmla z24.h, p3/M, z5.h, z12.h\n" + "fmla z20.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x26, x5, LSL #1]\n" + "fmla z27.h, p3/M, z6.h, z10.h\n" + "fmla z23.h, p3/M, z3.h, z10.h\n" + "fmla z19.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x25, x5, LSL #1]\n" + "fmla z22.h, p3/M, z7.h, z11.h\n" + "fmla z21.h, p3/M, z6.h, z11.h\n" + "fmla z23.h, p3/M, z8.h, z11.h\n" + "fmla z19.h, p3/M, z5.h, z11.h\n" + "fmla z18.h, p3/M, z4.h, z11.h\n" + "fmla z17.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x24, x5, LSL #1]\n" + "fmla z24.h, p3/M, z8.h, z12.h\n" + "fmla z20.h, p3/M, z5.h, z12.h\n" + "fmla z16.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x23, x5, LSL #1]\n" + "fmla z19.h, p3/M, z8.h, z10.h\n" + "fmla z18.h, p3/M, z7.h, z10.h\n" + "fmla z17.h, p3/M, z6.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x8, x5, LSL #1]\n" + "fmla z22.h, p3/M, z8.h, z11.h\n" + "fmla z21.h, p3/M, z7.h, z11.h\n" + "fmla z20.h, p3/M, z6.h, z11.h\n" + "fmla z18.h, p3/M, z5.h, z11.h\n" + "fmla z17.h, p3/M, z4.h, z11.h\n" + "fmla z16.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x17, x5, LSL #1]\n" + "fmla z31.h, p3/M, z4.h, z10.h\n" + "fmla z18.h, p3/M, z8.h, z12.h\n" + "fmla z17.h, p3/M, z7.h, z12.h\n" + "fmla z16.h, p3/M, z6.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x16, x5, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z10.h\n" + "fmla z27.h, p3/M, z1.h, z10.h\n" + "fmla z26.h, p3/M, z0.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x15, x5, LSL #1]\n" + "fmla z29.h, p3/M, z5.h, z11.h\n" + "fmla z28.h, p3/M, z4.h, z11.h\n" + "fmla z25.h, p3/M, z2.h, z11.h\n" + "fmla z24.h, p3/M, z1.h, z11.h\n" + "fmla z23.h, p3/M, z7.h, z12.h\n" + "fmla z22.h, p3/M, z6.h, z12.h\n" + "fmla z19.h, p3/M, z4.h, z12.h\n" + "fmla z18.h, p3/M, z3.h, z12.h\n" + "fmla z21.h, p3/M, z8.h, z10.h\n" + "fmla z20.h, p3/M, z7.h, z10.h\n" + "fmla z17.h, p3/M, z5.h, z10.h\n" + "fmla z16.h, p3/M, z4.h, z10.h\n" + "fmax z31.h, p3/M, z31.h, z15.h\n" + "fmax z30.h, p3/M, z30.h, z15.h\n" + "fmax z29.h, p3/M, z29.h, z15.h\n" + "fmax z28.h, p3/M, z28.h, z15.h\n" + "fmin z31.h, p3/M, z31.h, z14.h\n" + "st1h { z31.h }, p0, [x22, x7, LSL #1]\n" + "fmin z30.h, p3/M, z30.h, z14.h\n" + "fmin z29.h, p3/M, z29.h, z14.h\n" + "ldr x22, [x2, #0x20]\n" + "fmin z28.h, p3/M, z28.h, z14.h\n" + "st1h { z30.h }, p0, [x21, x7, LSL #1]\n" + "fmax z27.h, p3/M, z27.h, z15.h\n" + "fmax z26.h, p3/M, z26.h, z15.h\n" + "st1h { z29.h }, p0, [x20, x7, LSL #1]\n" + "fmax z25.h, p3/M, z25.h, z15.h\n" + "st1h { z28.h }, p0, [x19, x7, LSL #1]\n" + "fmax z24.h, p3/M, z24.h, z15.h\n" + "ldr x21, [x2, #0x28]\n" + "fmax z23.h, p3/M, z23.h, z15.h\n" + "ldr x20, [x2, #0x30]\n" + "fmin z27.h, p3/M, z27.h, z14.h\n" + "ldr x19, [x2, #0x38]\n" + "fmin z26.h, p3/M, z26.h, z14.h\n" + "st1h { z27.h }, p0, [x22, x7, LSL #1]\n" + "fmin z25.h, p3/M, z25.h, z14.h\n" + "fmin z24.h, p3/M, z24.h, z14.h\n" + "st1h { z26.h }, p0, [x21, x7, LSL #1]\n" + "fmin z23.h, p3/M, z23.h, z14.h\n" + "ldr x22, [x2, #0x40]\n" + "fmax z22.h, p3/M, z22.h, z15.h\n" + "ldr x21, [x2, #0x48]\n" + "fmax z21.h, p3/M, z21.h, z15.h\n" + "st1h { z25.h }, p0, [x20, x7, LSL #1]\n" + "fmax z20.h, p3/M, z20.h, z15.h\n" + "st1h { z24.h }, p0, [x19, x7, LSL #1]\n" + "fmax z19.h, p3/M, z19.h, z15.h\n" + "st1h { z23.h }, p0, [x22, x7, LSL #1]\n" + "fmin z22.h, p3/M, z22.h, z14.h\n" + "ldr x20, [x2, #0x50]\n" + "fmin z21.h, p3/M, z21.h, z14.h\n" + "ldr x19, [x2, #0x58]\n" + "fmin z20.h, p3/M, z20.h, z14.h\n" + "ldr x22, [x2, #0x60]\n" + "fmin z19.h, p3/M, z19.h, z14.h\n" + "st1h { z22.h }, p0, [x21, x7, LSL #1]\n" + "fmax z18.h, p3/M, z18.h, z15.h\n" + "st1h { z21.h }, p0, [x20, x7, LSL #1]\n" + "fmax z17.h, p3/M, z17.h, z15.h\n" + "st1h { z20.h }, p0, [x19, x7, LSL #1]\n" + "fmax z16.h, p3/M, z16.h, z15.h\n" + "st1h { z19.h }, p0, [x22, x7, LSL #1]\n" + "ldr x21, [x2, #0x68]\n" + "fmin z18.h, p3/M, z18.h, z14.h\n" + "ldr x20, [x2, #0x70]\n" + "fmin z17.h, p3/M, z17.h, z14.h\n" + "ldr x19, [x2, #0x78]\n" + "fmin z16.h, p3/M, z16.h, z14.h\n" + "st1h { z18.h }, p0, [x21, x7, LSL #1]\n" + "st1h { z17.h }, p0, [x20, x7, LSL #1]\n" + "st1h { z16.h }, p0, [x19, x7, LSL #1]\n" + : + : [n_channels] "r" ((unsigned long) n_channels), [offsetof_Args_inptrs] "I" (offsetof(Args, inptrs)), [offsetof_args_max] "I" (offsetof(Args, max)), [offsetof_args_min] "I" (offsetof(Args, min)), [offsetof_args_outptrs] "I" (offsetof(Args, outptrs)), [offsetof_args_params] "I" (offsetof(Args, params)), [params_struct] "r" (¶ms_struct) + : "cc", "memory", "p0", "p1", "p2", "p3", "x2", "x3", "x4", "x5", "x6", "x7", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "x17", "x19", "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_FEATURE_SVE) && defined(__ARM_FP16_ARGS) -- cgit v1.2.1