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/*
* 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 <cstddef>
#include <cstdint>
#if defined(__ARM_FEATURE_SVE) && defined(__ARM_FP16_ARGS)
namespace arm_conv {
namespace depthwise {
void sve_fp16_nhwc_3x3_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[16];
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[2];
inptrs[3] = input_ptrs[3];
inptrs[4] = input_ptrs[4];
inptrs[5] = input_ptrs[5];
inptrs[6] = input_ptrs[6];
inptrs[7] = input_ptrs[7];
inptrs[8] = input_ptrs[8];
inptrs[9] = input_ptrs[9];
inptrs[10] = input_ptrs[10];
inptrs[11] = input_ptrs[11];
inptrs[12] = input_ptrs[12];
inptrs[13] = input_ptrs[13];
inptrs[14] = input_ptrs[14];
inptrs[15] = input_ptrs[15];
}
};
Args params_struct(input_ptrs, outptrs, params,
activation_min, activation_max);
__asm__ __volatile__(
"ldr x3, [%x[params_struct], %[offsetof_args_outptrs]]\n"
"ptrue p3.b\n"
"ldr x4, [%x[params_struct], %[offsetof_args_params]]\n"
"add x19, %x[params_struct], %[offsetof_Args_inptrs]\n"
"ld1rh { z18.h }, p3/Z, [%x[params_struct], %[offsetof_args_min]]\n"
"mov x5, #0x0\n"
"ldp x6, x7, [x19, #0x0]\n"
"cnth x8\n"
"ldp x17, x16, [x19, #0x10]\n"
"sub x15, XZR, x8\n"
"ldp x14, x13, [x19, #0x20]\n"
"whilelt p2.h, XZR, %x[n_channels]\n"
"ldp x12, x11, [x19, #0x30]\n"
"cmp x8, %x[n_channels]\n"
"ldp x10, x9, [x19, #0x40]\n"
"ldp x28, x27, [x19, #0x50]\n"
"ldp x26, x25, [x19, #0x60]\n"
"ldp x24, x23, [x19, #0x70]\n"
"ldp x22, x21, [x3, #0x0]\n"
"ldp x20, x19, [x3, #0x10]\n"
"ld1rh { z17.h }, p3/Z, [%x[params_struct], %[offsetof_args_max]]\n"
"ld1h { z16.h }, p3/Z, [x4]\n" // Load from weights and bias
"mov z31.d, z16.d\n"
"ld1h { z0.h }, p3/Z, [x4, #1, MUL VL]\n" // Load from weights and bias
"mov z30.d, z16.d\n"
"ld1h { z1.h }, p3/Z, [x4, #2, MUL VL]\n" // Load from weights and bias
"mov z29.d, z16.d\n"
"ld1h { z2.h }, p3/Z, [x4, #3, MUL VL]\n" // Load from weights and bias
"mov z28.d, z16.d\n"
"ld1h { z3.h }, p3/Z, [x4, #4, MUL VL]\n" // Load from weights and bias
"ld1h { z4.h }, p3/Z, [x4, #5, MUL VL]\n" // Load from weights and bias
"ld1h { z5.h }, p3/Z, [x4, #6, MUL VL]\n" // Load from weights and bias
"ld1h { z6.h }, p3/Z, [x4, #7, MUL VL]\n" // Load from weights and bias
"addvl x4, x4, #16\n"
"ld1h { z9.h }, p2/Z, [x13, x5, LSL #1]\n"
"ld1h { z7.h }, p3/Z, [x4, #-8, MUL VL]\n" // Load from weights and bias
"ld1h { z8.h }, p3/Z, [x4, #-7, MUL VL]\n" // Load from weights and bias
"addvl x4, x4, #-6\n"
"ld1h { z10.h }, p2/Z, [x6, x5, LSL #1]\n"
"ld1h { z11.h }, p2/Z, [x16, x5, LSL #1]\n"
"ld1h { z12.h }, p2/Z, [x12, x5, LSL #1]\n"
"ld1h { z13.h }, p2/Z, [x9, x5, LSL #1]\n"
"bge 2f\n"
"1:" // Channel loop
"fmla z31.h, p3/M, z4.h, z9.h\n"
"ld1h { z16.h }, p3/Z, [x4]\n" // Load from weights and bias
"whilelt p1.h, x8, %x[n_channels]\n"
"fmla z30.h, p3/M, z3.h, z9.h\n"
"inch x15\n"
"fmla z29.h, p3/M, z1.h, z9.h\n"
"mov p0.b, p2.b\n"
"fmla z28.h, p3/M, z0.h, z9.h\n"
"ld1h { z9.h }, p2/Z, [x26, x5, LSL #1]\n"
"fmla z31.h, p3/M, z0.h, z10.h\n"
"ld1h { z10.h }, p2/Z, [x28, x5, LSL #1]\n"
"fmla z30.h, p3/M, z2.h, z11.h\n"
"ld1h { z11.h }, p2/Z, [x23, x5, LSL #1]\n"
"fmla z29.h, p3/M, z2.h, z12.h\n"
"fmla z28.h, p3/M, z1.h, z12.h\n"
"fmla z31.h, p3/M, z5.h, z12.h\n"
"fmla z30.h, p3/M, z4.h, z12.h\n"
"ld1h { z12.h }, p2/Z, [x7, x5, LSL #1]\n"
"fmla z29.h, p3/M, z6.h, z9.h\n"
"ld1h { z9.h }, p2/Z, [x17, x5, LSL #1]\n"
"fmla z28.h, p3/M, z3.h, z13.h\n"
"fmla z31.h, p3/M, z7.h, z13.h\n"
"fmla z30.h, p3/M, z6.h, z13.h\n"
"fmla z29.h, p3/M, z4.h, z13.h\n"
"ld1h { z13.h }, p1/Z, [x9, x8, LSL #1]\n"
"fmla z28.h, p3/M, z8.h, z11.h\n"
"ld1h { z11.h }, p2/Z, [x14, x5, LSL #1]\n"
"fmla z31.h, p3/M, z1.h, z12.h\n"
"fmla z30.h, p3/M, z0.h, z12.h\n"
"ld1h { z12.h }, p2/Z, [x11, x5, LSL #1]\n"
"fmla z29.h, p3/M, z5.h, z10.h\n"
"fmla z28.h, p3/M, z4.h, z10.h\n"
"ld1h { z4.h }, p3/Z, [x4, #5, MUL VL]\n" // Load from weights and bias
"fmla z31.h, p3/M, z2.h, z9.h\n"
"fmla z30.h, p3/M, z1.h, z9.h\n"
"ld1h { z9.h }, p2/Z, [x10, x5, LSL #1]\n"
"fmla z29.h, p3/M, z0.h, z11.h\n"
"ld1h { z0.h }, p3/Z, [x4, #1, MUL VL]\n" // Load from weights and bias
"fmla z28.h, p3/M, z2.h, z12.h\n"
"ld1h { z1.h }, p3/Z, [x4, #2, MUL VL]\n" // Load from weights and bias
"ld1h { z2.h }, p3/Z, [x4, #3, MUL VL]\n" // Load from weights and bias
"fmla z31.h, p3/M, z8.h, z10.h\n"
"fmla z30.h, p3/M, z7.h, z10.h\n"
"ld1h { z10.h }, p2/Z, [x27, x5, LSL #1]\n"
"fmla z29.h, p3/M, z3.h, z9.h\n"
"fmla z31.h, p3/M, z3.h, z11.h\n"
"ld1h { z11.h }, p2/Z, [x25, x5, LSL #1]\n"
"fmla z28.h, p3/M, z5.h, z10.h\n"
"ld1h { z3.h }, p3/Z, [x4, #4, MUL VL]\n" // Load from weights and bias
"fmla z30.h, p3/M, z5.h, z12.h\n"
"ld1h { z12.h }, p2/Z, [x24, x5, LSL #1]\n"
"inch x5\n"
"fmla z29.h, p3/M, z7.h, z11.h\n"
"ld1h { z5.h }, p3/Z, [x4, #6, MUL VL]\n" // Load from weights and bias
"whilelt p2.h, x5, %x[n_channels]\n"
"fmla z31.h, p3/M, z6.h, z9.h\n"
"ld1h { z9.h }, p1/Z, [x13, x8, LSL #1]\n"
"fmla z28.h, p3/M, z6.h, z11.h\n"
"ld1h { z11.h }, p1/Z, [x16, x8, LSL #1]\n"
"fmla z30.h, p3/M, z8.h, z10.h\n"
"ld1h { z10.h }, p1/Z, [x6, x8, LSL #1]\n"
"ld1h { z6.h }, p3/Z, [x4, #7, MUL VL]\n" // Load from weights and bias
"fmla z29.h, p3/M, z8.h, z12.h\n"
"addvl x4, x4, #16\n"
"fmla z28.h, p3/M, z7.h, z12.h\n"
"ld1h { z12.h }, p1/Z, [x12, x8, LSL #1]\n"
"inch x8\n"
"fmax z31.h, p3/M, z31.h, z18.h\n"
"ld1h { z7.h }, p3/Z, [x4, #-8, MUL VL]\n" // Load from weights and bias
"cmp x8, %x[n_channels]\n"
"fmax z30.h, p3/M, z30.h, z18.h\n"
"ld1h { z8.h }, p3/Z, [x4, #-7, MUL VL]\n" // Load from weights and bias
"addvl x4, x4, #-6\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, [x22, x15, LSL #1]\n"
"mov z31.d, z16.d\n"
"fmin z30.h, p3/M, z30.h, z17.h\n"
"st1h { z30.h }, p0, [x21, x15, LSL #1]\n"
"mov z30.d, z16.d\n"
"fmin z29.h, p3/M, z29.h, z17.h\n"
"st1h { z29.h }, p0, [x20, x15, LSL #1]\n"
"mov z29.d, z16.d\n"
"fmin z28.h, p3/M, z28.h, z17.h\n"
"st1h { z28.h }, p0, [x19, x15, LSL #1]\n"
"mov z28.d, z16.d\n"
"blt 1b\n"
"2:" // Channel tail
"fmla z31.h, p3/M, z4.h, z9.h\n"
"inch x15\n"
"fmla z30.h, p3/M, z3.h, z9.h\n"
"mov p0.b, p2.b\n"
"fmla z29.h, p3/M, z1.h, z9.h\n"
"fmla z28.h, p3/M, z0.h, z9.h\n"
"ld1h { z9.h }, p2/Z, [x26, x5, LSL #1]\n"
"fmla z31.h, p3/M, z0.h, z10.h\n"
"ld1h { z10.h }, p2/Z, [x28, x5, LSL #1]\n"
"fmla z30.h, p3/M, z2.h, z11.h\n"
"ld1h { z11.h }, p2/Z, [x23, x5, LSL #1]\n"
"fmla z29.h, p3/M, z2.h, z12.h\n"
"fmla z28.h, p3/M, z1.h, z12.h\n"
"fmla z31.h, p3/M, z5.h, z12.h\n"
"fmla z30.h, p3/M, z4.h, z12.h\n"
"ld1h { z12.h }, p2/Z, [x7, x5, LSL #1]\n"
"fmla z29.h, p3/M, z6.h, z9.h\n"
"ld1h { z9.h }, p2/Z, [x17, x5, LSL #1]\n"
"fmla z28.h, p3/M, z3.h, z13.h\n"
"fmla z31.h, p3/M, z7.h, z13.h\n"
"fmla z30.h, p3/M, z6.h, z13.h\n"
"fmla z29.h, p3/M, z4.h, z13.h\n"
"fmla z28.h, p3/M, z8.h, z11.h\n"
"ld1h { z11.h }, p2/Z, [x14, x5, LSL #1]\n"
"fmla z31.h, p3/M, z1.h, z12.h\n"
"fmla z30.h, p3/M, z0.h, z12.h\n"
"ld1h { z12.h }, p2/Z, [x11, x5, LSL #1]\n"
"fmla z29.h, p3/M, z5.h, z10.h\n"
"fmla z28.h, p3/M, z4.h, z10.h\n"
"fmla z31.h, p3/M, z2.h, z9.h\n"
"fmla z30.h, p3/M, z1.h, z9.h\n"
"ld1h { z9.h }, p2/Z, [x10, x5, LSL #1]\n"
"fmla z29.h, p3/M, z0.h, z11.h\n"
"fmla z28.h, p3/M, z2.h, z12.h\n"
"fmla z31.h, p3/M, z8.h, z10.h\n"
"fmla z30.h, p3/M, z7.h, z10.h\n"
"ld1h { z10.h }, p2/Z, [x27, x5, LSL #1]\n"
"fmla z29.h, p3/M, z3.h, z9.h\n"
"fmla z31.h, p3/M, z3.h, z11.h\n"
"ld1h { z11.h }, p2/Z, [x25, x5, LSL #1]\n"
"fmla z30.h, p3/M, z5.h, z12.h\n"
"ld1h { z12.h }, p2/Z, [x24, x5, LSL #1]\n"
"fmla z28.h, p3/M, z5.h, z10.h\n"
"fmla z29.h, p3/M, z7.h, z11.h\n"
"fmla z31.h, p3/M, z6.h, z9.h\n"
"fmla z30.h, p3/M, z8.h, z10.h\n"
"fmla z28.h, p3/M, z6.h, z11.h\n"
"fmla z29.h, p3/M, z8.h, z12.h\n"
"fmax z31.h, p3/M, z31.h, z18.h\n"
"fmax z30.h, p3/M, z30.h, z18.h\n"
"fmla z28.h, p3/M, z7.h, z12.h\n"
"fmax z29.h, p3/M, z29.h, z18.h\n"
"fmin z31.h, p3/M, z31.h, z17.h\n"
"st1h { z31.h }, p0, [x22, 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, [x21, x15, LSL #1]\n"
"fmax z28.h, p3/M, z28.h, z18.h\n"
"st1h { z29.h }, p0, [x20, x15, LSL #1]\n"
"fmin z28.h, p3/M, z28.h, z17.h\n"
"st1h { z28.h }, p0, [x19, 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", "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", "z16", "z17", "z18", "z28", "z29", "z30", "z31"
);
}
} // namespace depthwise
} // namespace arm_conv
#endif // defined(__ARM_FEATURE_SVE) && defined(__ARM_FP16_ARGS)
|
