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 | 559 +++++++++++++++++++++ 1 file changed, 559 insertions(+) create mode 100644 src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst/generic_indirect.cpp (limited to 'src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst/generic_indirect.cpp') diff --git a/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst/generic_indirect.cpp b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst/generic_indirect.cpp new file mode 100644 index 0000000000..caa15a9816 --- /dev/null +++ b/src/core/NEON/kernels/arm_conv/depthwise/kernels/sve_fp16_nhwc_5x5_s1_output2x2_mla_depthfirst/generic_indirect.cpp @@ -0,0 +1,559 @@ +/* + * 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_5x5_s1_output2x2_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[0]; + inptrs[1] = input_ptrs[1]; + inptrs[2] = input_ptrs[6]; + inptrs[3] = input_ptrs[7]; + inptrs[4] = input_ptrs[2]; + inptrs[5] = input_ptrs[8]; + inptrs[6] = input_ptrs[3]; + inptrs[7] = input_ptrs[4]; + inptrs[8] = input_ptrs[11]; + inptrs[9] = input_ptrs[12]; + inptrs[10] = input_ptrs[9]; + inptrs[11] = input_ptrs[10]; + inptrs[12] = input_ptrs[5]; + inptrs[13] = input_ptrs[13]; + inptrs[14] = input_ptrs[14]; + inptrs[15] = input_ptrs[15]; + inptrs[16] = input_ptrs[16]; + inptrs[17] = input_ptrs[17]; + inptrs[18] = input_ptrs[18]; + inptrs[19] = input_ptrs[19]; + inptrs[20] = input_ptrs[20]; + inptrs[21] = input_ptrs[21]; + inptrs[22] = input_ptrs[22]; + inptrs[23] = input_ptrs[23]; + inptrs[24] = input_ptrs[24]; + inptrs[25] = input_ptrs[25]; + inptrs[26] = input_ptrs[26]; + inptrs[27] = input_ptrs[27]; + inptrs[28] = input_ptrs[28]; + inptrs[29] = input_ptrs[29]; + inptrs[30] = input_ptrs[30]; + inptrs[31] = input_ptrs[31]; + inptrs[32] = input_ptrs[32]; + inptrs[33] = input_ptrs[33]; + inptrs[34] = input_ptrs[34]; + inptrs[35] = input_ptrs[35]; + + } + }; + + Args params_struct(input_ptrs, outptrs, params, + activation_min, activation_max); + + __asm__ __volatile__( + "ldr x19, [%x[params_struct], %[offsetof_args_outptrs]]\n" + "ptrue p3.b\n" + "ldr x5, [%x[params_struct], %[offsetof_args_params]]\n" + "add x6, %x[params_struct], %[offsetof_Args_inptrs]\n" + "ld1rh { z18.h }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n" + "mov x7, #0x0\n" + "ld1rh { z17.h }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n" + "cnth x8\n" + "ldp x17, x16, [x19, #0x0]\n" + "sub x15, XZR, x8\n" + "ldp x14, x13, [x19, #0x10]\n" + "whilelt p2.h, XZR, %x[n_channels]\n" + "ld1h { z16.h }, p3/Z, [x5]\n" // Load from weights and bias + "mov z31.d, z16.d\n" + "ld1h { z0.h }, p3/Z, [x5, #1, MUL VL]\n" // Load from weights and bias + "cmp x8, %x[n_channels]\n" + "mov z30.d, z16.d\n" + "ld1h { z1.h }, p3/Z, [x5, #2, MUL VL]\n" // Load from weights and bias + "mov z29.d, z16.d\n" + "ld1h { z2.h }, p3/Z, [x5, #3, MUL VL]\n" // Load from weights and bias + "mov z28.d, z16.d\n" + "ld1h { z3.h }, p3/Z, [x5, #4, MUL VL]\n" // Load from weights and bias + "ld1h { z4.h }, p3/Z, [x5, #5, MUL VL]\n" // Load from weights and bias + "addvl x5, x5, #6\n" + "ldp x12, x11, [x6, #0x0]\n" + "ldp x10, x9, [x6, #0x10]\n" + "ldp x20, x28, [x6, #0x20]\n" + "ld1h { z5.h }, p2/Z, [x12, x7, LSL #1]\n" + "ld1h { z6.h }, p2/Z, [x11, x7, LSL #1]\n" + "ld1h { z7.h }, p2/Z, [x10, x7, LSL #1]\n" + "ld1h { z8.h }, p2/Z, [x9, x7, LSL #1]\n" + "ld1h { z9.h }, p2/Z, [x20, x7, LSL #1]\n" + "ld1h { z13.h }, p2/Z, [x28, x7, LSL #1]\n" + "ldp x27, x19, [x6, #0x30]\n" + "ldp x26, x25, [x6, #0x40]\n" + "ld1h { z11.h }, p2/Z, [x27, x7, LSL #1]\n" + "ld1h { z12.h }, p2/Z, [x19, x7, LSL #1]\n" + "ld1h { z10.h }, p2/Z, [x26, x7, LSL #1]\n" + "ld1h { z14.h }, p2/Z, [x25, x7, LSL #1]\n" + "bge 2f\n" + "1:" // Channel loop + "fmla z31.h, p3/M, z0.h, z5.h\n" + "ldr x24, [x6, #0x50]\n" + "whilelt p1.h, x8, %x[n_channels]\n" + "fmla z30.h, p3/M, z0.h, z6.h\n" + "ldr x23, [x6, #0x58]\n" + "inch x15\n" + "fmla z29.h, p3/M, z0.h, z7.h\n" + "ldr x22, [x6, #0x60]\n" + "mov p0.b, p2.b\n" + "fmla z28.h, p3/M, z0.h, z8.h\n" + "ld1h { z5.h }, p2/Z, [x24, x7, LSL #1]\n" + "ld1h { z0.h }, p3/Z, [x5]\n" // Load from weights and bias + "fmla z31.h, p3/M, z1.h, z6.h\n" + "ld1h { z6.h }, p2/Z, [x23, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z9.h\n" + "ldr x21, [x6, #0x68]\n" + "fmla z29.h, p3/M, z1.h, z8.h\n" + "ldr x20, [x6, #0x70]\n" + "fmla z28.h, p3/M, z1.h, z13.h\n" + "ld1h { z1.h }, p3/Z, [x5, #1, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z2.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x22, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z11.h\n" + "ldr x19, [x6, #0x78]\n" + "fmla z29.h, p3/M, z2.h, z13.h\n" + "ldr x12, [x6, #0x80]\n" + "fmla z28.h, p3/M, z2.h, z5.h\n" + "ld1h { z2.h }, p3/Z, [x5, #2, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x21, x7, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z12.h\n" + "ldr x11, [x6, #0x88]\n" + "fmla z29.h, p3/M, z3.h, z5.h\n" + "ldr x10, [x6, #0x90]\n" + "fmla z28.h, p3/M, z3.h, z6.h\n" + "ld1h { z3.h }, p3/Z, [x5, #3, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z4.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x20, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x19, x7, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z6.h\n" + "ldr x9, [x6, #0x98]\n" + "fmla z28.h, p3/M, z4.h, z10.h\n" + "ld1h { z4.h }, p3/Z, [x5, #4, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z0.h, z7.h\n" + "ldr x20, [x6, #0xa0]\n" + "fmla z30.h, p3/M, z0.h, z8.h\n" + "ldr x28, [x6, #0xa8]\n" + "fmla z29.h, p3/M, z0.h, z14.h\n" + "ldr x27, [x6, #0xb0]\n" + "fmla z28.h, p3/M, z0.h, z11.h\n" + "ld1h { z0.h }, p3/Z, [x5, #5, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z1.h, z8.h\n" + "ld1h { z8.h }, p2/Z, [x11, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z13.h\n" + "ldr x19, [x6, #0xb8]\n" + "fmla z29.h, p3/M, z1.h, z11.h\n" + "ldr x26, [x6, #0xc0]\n" + "fmla z28.h, p3/M, z1.h, z12.h\n" + "ld1h { z1.h }, p3/Z, [x5, #6, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z2.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x12, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z5.h\n" + "ldr x25, [x6, #0xc8]\n" + "fmla z29.h, p3/M, z2.h, z12.h\n" + "ldr x24, [x6, #0xd0]\n" + "fmla z28.h, p3/M, z2.h, z9.h\n" + "ld1h { z2.h }, p3/Z, [x5, #7, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z3.h, z5.h\n" + "addvl x5, x5, #16\n" + "fmla z30.h, p3/M, z3.h, z6.h\n" + "ld1h { z5.h }, p2/Z, [x10, x7, LSL #1]\n" + "ldr x23, [x6, #0xd8]\n" + "fmla z29.h, p3/M, z3.h, z9.h\n" + "ldr x22, [x6, #0xe0]\n" + "fmla z28.h, p3/M, z3.h, z13.h\n" + "ld1h { z3.h }, p3/Z, [x5, #-8, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z4.h, z6.h\n" + "ld1h { z6.h }, p2/Z, [x9, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x20, x7, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z13.h\n" + "ldr x21, [x6, #0xe8]\n" + "fmla z28.h, p3/M, z4.h, z8.h\n" + "ld1h { z4.h }, p3/Z, [x5, #-7, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z0.h, z14.h\n" + "ld1h { z14.h }, p2/Z, [x19, x7, LSL #1]\n" + "fmla z30.h, p3/M, z0.h, z11.h\n" + "ldr x20, [x6, #0xf0]\n" + "fmla z29.h, p3/M, z0.h, z5.h\n" + "ldr x19, [x6, #0xf8]\n" + "fmla z28.h, p3/M, z0.h, z6.h\n" + "ld1h { z0.h }, p3/Z, [x5, #-6, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x28, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z12.h\n" + "ldr x12, [x6, #0x100]\n" + "fmla z29.h, p3/M, z1.h, z6.h\n" + "ldr x11, [x6, #0x108]\n" + "fmla z28.h, p3/M, z1.h, z10.h\n" + "ld1h { z1.h }, p3/Z, [x5, #-5, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x27, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z9.h\n" + "ldr x10, [x6, #0x110]\n" + "fmla z29.h, p3/M, z2.h, z10.h\n" + "ldr x9, [x6, #0x118]\n" + "fmla z28.h, p3/M, z2.h, z11.h\n" + "ld1h { z2.h }, p3/Z, [x5, #-4, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z3.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x26, x7, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z13.h\n" + "ld1h { z16.h }, p3/Z, [x5, #4, MUL VL]\n" // Load from weights and bias + "fmla z29.h, p3/M, z3.h, z11.h\n" + "fmla z28.h, p3/M, z3.h, z12.h\n" + "ld1h { z3.h }, p3/Z, [x5, #-3, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z4.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x25, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z8.h\n" + "ld1h { z8.h }, p2/Z, [x22, x7, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "fmla z28.h, p3/M, z4.h, z14.h\n" + "ld1h { z4.h }, p3/Z, [x5, #-2, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z0.h, z5.h\n" + "ld1h { z5.h }, p2/Z, [x24, x7, LSL #1]\n" + "fmla z30.h, p3/M, z0.h, z6.h\n" + "fmla z29.h, p3/M, z0.h, z9.h\n" + "fmla z28.h, p3/M, z0.h, z13.h\n" + "ld1h { z0.h }, p3/Z, [x5, #-1, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z1.h, z6.h\n" + "ld1h { z6.h }, p2/Z, [x23, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z10.h\n" + "fmla z29.h, p3/M, z1.h, z13.h\n" + "fmla z28.h, p3/M, z1.h, z5.h\n" + "ld1h { z1.h }, p3/Z, [x5]\n" // Load from weights and bias + "fmla z31.h, p3/M, z2.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x21, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z11.h\n" + "fmla z29.h, p3/M, z2.h, z5.h\n" + "fmla z28.h, p3/M, z2.h, z6.h\n" + "ld1h { z2.h }, p3/Z, [x5, #1, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x20, x7, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z12.h\n" + "fmla z29.h, p3/M, z3.h, z6.h\n" + "fmla z28.h, p3/M, z3.h, z8.h\n" + "ld1h { z3.h }, p3/Z, [x5, #2, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z4.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x19, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z14.h\n" + "fmla z29.h, p3/M, z4.h, z8.h\n" + "fmla z28.h, p3/M, z4.h, z10.h\n" + "ld1h { z4.h }, p3/Z, [x5, #3, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z0.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x12, x7, LSL #1]\n" + "fmla z30.h, p3/M, z0.h, z13.h\n" + "fmla z29.h, p3/M, z0.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x11, x7, LSL #1]\n" + "ldp x12, x11, [x6, #0x0]\n" + "fmla z28.h, p3/M, z0.h, z12.h\n" + "ld1h { z0.h }, p3/Z, [x5, #5, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z1.h, z13.h\n" + "fmla z30.h, p3/M, z1.h, z5.h\n" + "fmla z29.h, p3/M, z1.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x10, x7, LSL #1]\n" + "fmla z28.h, p3/M, z1.h, z9.h\n" + "ld1h { z1.h }, p3/Z, [x5, #6, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z2.h, z5.h\n" + "ld1h { z5.h }, p1/Z, [x12, x8, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z6.h\n" + "fmla z29.h, p3/M, z2.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x9, x7, LSL #1]\n" + "inch x7\n" + "fmla z28.h, p3/M, z2.h, z11.h\n" + "ldp x10, x9, [x6, #0x10]\n" + "whilelt p2.h, x7, %x[n_channels]\n" + "fmla z31.h, p3/M, z3.h, z6.h\n" + "ld1h { z6.h }, p1/Z, [x11, x8, LSL #1]\n" + "ldp x20, x28, [x6, #0x20]\n" + "fmla z30.h, p3/M, z3.h, z8.h\n" + "ldp x27, x19, [x6, #0x30]\n" + "fmla z29.h, p3/M, z3.h, z11.h\n" + "ld1h { z7.h }, p1/Z, [x10, x8, LSL #1]\n" + "fmla z28.h, p3/M, z3.h, z12.h\n" + "ld1h { z13.h }, p1/Z, [x28, x8, LSL #1]\n" + "fmla z31.h, p3/M, z4.h, z8.h\n" + "ld1h { z8.h }, p1/Z, [x9, x8, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "ld1h { z11.h }, p1/Z, [x27, x8, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "ld1h { z12.h }, p1/Z, [x19, x8, LSL #1]\n" + "fmla z28.h, p3/M, z4.h, z9.h\n" + "ld1h { z9.h }, p1/Z, [x20, x8, LSL #1]\n" + "fmax z31.h, p3/M, z31.h, z18.h\n" + "ldp x26, x25, [x6, #0x40]\n" + "fmax z30.h, p3/M, z30.h, z18.h\n" + "ld1h { z2.h }, p3/Z, [x5, #7, MUL VL]\n" // Load from weights and bias + "fmax z29.h, p3/M, z29.h, z18.h\n" + "addvl x5, x5, #16\n" + "fmax z28.h, p3/M, z28.h, z18.h\n" + "ld1h { z10.h }, p1/Z, [x26, x8, LSL #1]\n" + "ld1h { z14.h }, p1/Z, [x25, x8, LSL #1]\n" + "fmin z31.h, p3/M, z31.h, z17.h\n" + "inch x8\n" + "fmin z30.h, p3/M, z30.h, z17.h\n" + "ld1h { z3.h }, p3/Z, [x5, #-8, MUL VL]\n" // Load from weights and bias + "cmp x8, %x[n_channels]\n" + "fmin z29.h, p3/M, z29.h, z17.h\n" + "ld1h { z4.h }, p3/Z, [x5, #-7, MUL VL]\n" // Load from weights and bias + "addvl x5, x5, #-6\n" + "fmin z28.h, p3/M, z28.h, z17.h\n" + "st1h { z31.h }, p0, [x17, x15, LSL #1]\n" + "mov z31.d, z16.d\n" + "st1h { z30.h }, p0, [x16, x15, LSL #1]\n" + "mov z30.d, z16.d\n" + "st1h { z29.h }, p0, [x14, x15, LSL #1]\n" + "mov z29.d, z16.d\n" + "st1h { z28.h }, p0, [x13, x15, LSL #1]\n" + "mov z28.d, z16.d\n" + "blt 1b\n" + "2:" // Channel tail + "fmla z31.h, p3/M, z0.h, z5.h\n" + "ldr x24, [x6, #0x50]\n" + "inch x15\n" + "fmla z30.h, p3/M, z0.h, z6.h\n" + "ldr x23, [x6, #0x58]\n" + "mov p0.b, p2.b\n" + "fmla z29.h, p3/M, z0.h, z7.h\n" + "ldr x22, [x6, #0x60]\n" + "fmla z28.h, p3/M, z0.h, z8.h\n" + "ld1h { z5.h }, p2/Z, [x24, x7, LSL #1]\n" + "ld1h { z0.h }, p3/Z, [x5]\n" // Load from weights and bias + "fmla z31.h, p3/M, z1.h, z6.h\n" + "ld1h { z6.h }, p2/Z, [x23, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z9.h\n" + "ldr x21, [x6, #0x68]\n" + "fmla z29.h, p3/M, z1.h, z8.h\n" + "fmla z28.h, p3/M, z1.h, z13.h\n" + "ld1h { z1.h }, p3/Z, [x5, #1, MUL VL]\n" // Load from weights and bias + "ldr x20, [x6, #0x70]\n" + "fmla z31.h, p3/M, z2.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x22, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z11.h\n" + "ldr x19, [x6, #0x78]\n" + "fmla z29.h, p3/M, z2.h, z13.h\n" + "fmla z28.h, p3/M, z2.h, z5.h\n" + "ld1h { z2.h }, p3/Z, [x5, #2, MUL VL]\n" // Load from weights and bias + "ldr x12, [x6, #0x80]\n" + "fmla z31.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x21, x7, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z12.h\n" + "ldr x11, [x6, #0x88]\n" + "fmla z29.h, p3/M, z3.h, z5.h\n" + "fmla z28.h, p3/M, z3.h, z6.h\n" + "ld1h { z3.h }, p3/Z, [x5, #3, MUL VL]\n" // Load from weights and bias + "ldr x10, [x6, #0x90]\n" + "fmla z31.h, p3/M, z4.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x20, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x19, x7, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z6.h\n" + "fmla z28.h, p3/M, z4.h, z10.h\n" + "ld1h { z4.h }, p3/Z, [x5, #4, MUL VL]\n" // Load from weights and bias + "ldr x9, [x6, #0x98]\n" + "fmla z31.h, p3/M, z0.h, z7.h\n" + "ldr x20, [x6, #0xa0]\n" + "fmla z30.h, p3/M, z0.h, z8.h\n" + "ldr x28, [x6, #0xa8]\n" + "fmla z29.h, p3/M, z0.h, z14.h\n" + "fmla z28.h, p3/M, z0.h, z11.h\n" + "ld1h { z0.h }, p3/Z, [x5, #5, MUL VL]\n" // Load from weights and bias + "ldr x27, [x6, #0xb0]\n" + "fmla z31.h, p3/M, z1.h, z8.h\n" + "ld1h { z8.h }, p2/Z, [x11, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z13.h\n" + "ldr x19, [x6, #0xb8]\n" + "fmla z29.h, p3/M, z1.h, z11.h\n" + "fmla z28.h, p3/M, z1.h, z12.h\n" + "ld1h { z1.h }, p3/Z, [x5, #6, MUL VL]\n" // Load from weights and bias + "ldr x26, [x6, #0xc0]\n" + "fmla z31.h, p3/M, z2.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x12, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z5.h\n" + "ldr x25, [x6, #0xc8]\n" + "fmla z29.h, p3/M, z2.h, z12.h\n" + "fmla z28.h, p3/M, z2.h, z9.h\n" + "ld1h { z2.h }, p3/Z, [x5, #7, MUL VL]\n" // Load from weights and bias + "addvl x5, x5, #16\n" + "fmla z31.h, p3/M, z3.h, z5.h\n" + "ld1h { z5.h }, p2/Z, [x10, x7, LSL #1]\n" + "ldr x24, [x6, #0xd0]\n" + "fmla z30.h, p3/M, z3.h, z6.h\n" + "ldr x23, [x6, #0xd8]\n" + "fmla z29.h, p3/M, z3.h, z9.h\n" + "fmla z28.h, p3/M, z3.h, z13.h\n" + "ld1h { z3.h }, p3/Z, [x5, #-8, MUL VL]\n" // Load from weights and bias + "ldr x22, [x6, #0xe0]\n" + "fmla z31.h, p3/M, z4.h, z6.h\n" + "ld1h { z6.h }, p2/Z, [x9, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x20, x7, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z13.h\n" + "fmla z28.h, p3/M, z4.h, z8.h\n" + "ld1h { z4.h }, p3/Z, [x5, #-7, MUL VL]\n" // Load from weights and bias + "ldr x21, [x6, #0xe8]\n" + "fmla z31.h, p3/M, z0.h, z14.h\n" + "ld1h { z14.h }, p2/Z, [x19, x7, LSL #1]\n" + "fmla z30.h, p3/M, z0.h, z11.h\n" + "ldr x20, [x6, #0xf0]\n" + "fmla z29.h, p3/M, z0.h, z5.h\n" + "fmla z28.h, p3/M, z0.h, z6.h\n" + "ld1h { z0.h }, p3/Z, [x5, #-6, MUL VL]\n" // Load from weights and bias + "ldr x19, [x6, #0xf8]\n" + "fmla z31.h, p3/M, z1.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x28, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z12.h\n" + "ldr x12, [x6, #0x100]\n" + "fmla z29.h, p3/M, z1.h, z6.h\n" + "fmla z28.h, p3/M, z1.h, z10.h\n" + "ld1h { z1.h }, p3/Z, [x5, #-5, MUL VL]\n" // Load from weights and bias + "ldr x11, [x6, #0x108]\n" + "fmla z31.h, p3/M, z2.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x27, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z9.h\n" + "ldr x10, [x6, #0x110]\n" + "fmla z29.h, p3/M, z2.h, z10.h\n" + "fmla z28.h, p3/M, z2.h, z11.h\n" + "ld1h { z2.h }, p3/Z, [x5, #-4, MUL VL]\n" // Load from weights and bias + "ldr x9, [x6, #0x118]\n" + "fmla z31.h, p3/M, z3.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x26, x7, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z13.h\n" + "fmla z29.h, p3/M, z3.h, z11.h\n" + "fmla z28.h, p3/M, z3.h, z12.h\n" + "ld1h { z3.h }, p3/Z, [x5, #-3, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z4.h, z13.h\n" + "ld1h { z13.h }, p2/Z, [x25, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z8.h\n" + "ld1h { z8.h }, p2/Z, [x22, x7, LSL #1]\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "fmla z28.h, p3/M, z4.h, z14.h\n" + "ld1h { z4.h }, p3/Z, [x5, #-2, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z0.h, z5.h\n" + "ld1h { z5.h }, p2/Z, [x24, x7, LSL #1]\n" + "fmla z30.h, p3/M, z0.h, z6.h\n" + "fmla z29.h, p3/M, z0.h, z9.h\n" + "fmla z28.h, p3/M, z0.h, z13.h\n" + "ld1h { z0.h }, p3/Z, [x5, #-1, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z1.h, z6.h\n" + "ld1h { z6.h }, p2/Z, [x23, x7, LSL #1]\n" + "fmla z30.h, p3/M, z1.h, z10.h\n" + "fmla z29.h, p3/M, z1.h, z13.h\n" + "fmla z28.h, p3/M, z1.h, z5.h\n" + "ld1h { z1.h }, p3/Z, [x5]\n" // Load from weights and bias + "fmla z31.h, p3/M, z2.h, z10.h\n" + "ld1h { z10.h }, p2/Z, [x21, x7, LSL #1]\n" + "fmla z30.h, p3/M, z2.h, z11.h\n" + "fmla z29.h, p3/M, z2.h, z5.h\n" + "fmla z28.h, p3/M, z2.h, z6.h\n" + "ld1h { z2.h }, p3/Z, [x5, #1, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z3.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x20, x7, LSL #1]\n" + "fmla z30.h, p3/M, z3.h, z12.h\n" + "fmla z29.h, p3/M, z3.h, z6.h\n" + "fmla z28.h, p3/M, z3.h, z8.h\n" + "ld1h { z3.h }, p3/Z, [x5, #2, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z4.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x19, x7, LSL #1]\n" + "fmla z30.h, p3/M, z4.h, z14.h\n" + "fmla z29.h, p3/M, z4.h, z8.h\n" + "fmla z28.h, p3/M, z4.h, z10.h\n" + "ld1h { z4.h }, p3/Z, [x5, #3, MUL VL]\n" // Load from weights and bias + "fmla z31.h, p3/M, z0.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x12, x7, LSL #1]\n" + "fmla z30.h, p3/M, z0.h, z13.h\n" + "fmla z29.h, p3/M, z0.h, z11.h\n" + "ld1h { z11.h }, p2/Z, [x11, x7, LSL #1]\n" + "fmla z28.h, p3/M, z0.h, z12.h\n" + "fmla z31.h, p3/M, z1.h, z13.h\n" + "fmla z30.h, p3/M, z1.h, z5.h\n" + "fmla z29.h, p3/M, z1.h, z12.h\n" + "ld1h { z12.h }, p2/Z, [x10, x7, LSL #1]\n" + "fmla z28.h, p3/M, z1.h, z9.h\n" + "fmla z31.h, p3/M, z2.h, z5.h\n" + "fmla z30.h, p3/M, z2.h, z6.h\n" + "fmla z29.h, p3/M, z2.h, z9.h\n" + "ld1h { z9.h }, p2/Z, [x9, x7, LSL #1]\n" + "fmla z28.h, p3/M, z2.h, z11.h\n" + "fmla z31.h, p3/M, z3.h, z6.h\n" + "fmla z30.h, p3/M, z3.h, z8.h\n" + "fmla z29.h, p3/M, z3.h, z11.h\n" + "fmla z28.h, p3/M, z3.h, z12.h\n" + "fmla z31.h, p3/M, z4.h, z8.h\n" + "fmla z30.h, p3/M, z4.h, z10.h\n" + "fmla z29.h, p3/M, z4.h, z12.h\n" + "fmla z28.h, p3/M, z4.h, z9.h\n" + "fmax z31.h, p3/M, z31.h, z18.h\n" + "fmax z30.h, p3/M, z30.h, z18.h\n" + "fmax z29.h, p3/M, z29.h, z18.h\n" + "fmax z28.h, p3/M, z28.h, z18.h\n" + "fmin z31.h, p3/M, z31.h, z17.h\n" + "st1h { z31.h }, p0, [x17, x15, LSL #1]\n" + "fmin z30.h, p3/M, z30.h, z17.h\n" + "fmin z29.h, p3/M, z29.h, z17.h\n" + "st1h { z30.h }, p0, [x16, x15, LSL #1]\n" + "fmin z28.h, p3/M, z28.h, z17.h\n" + "st1h { z29.h }, p0, [x14, x15, LSL #1]\n" + "st1h { z28.h }, p0, [x13, x15, 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", "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", "z16", "z17", "z18", "z28", "z29", "z30", "z31" + ); +} + +} // namespace depthwise +} // namespace arm_conv + +#endif // defined(__ARM_FEATURE_SVE) && defined(__ARM_FP16_ARGS) -- cgit v1.2.1