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// Copyright 2022 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.
$assert CHANNEL_TILE % 8 == 0
$assert CHANNEL_TILE >= 8
$assert ROW_TILE >= 3
$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ"
#include <assert.h>
#include <arm_neon.h>
#include <xnnpack/gavgpool.h>
void xnn_f16_gavgpool_minmax_ukernel_${ROW_TILE}x__neonfp16arith_c${CHANNEL_TILE}(
size_t rows,
size_t channels,
const void* input,
size_t input_stride,
const void* zero,
void* output,
const union xnn_f16_scaleminmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
{
assert(rows != 0);
assert(rows <= ${ROW_TILE});
assert(channels != 0);
const uint16_t* i0 = input;
$for M in range(1, ROW_TILE):
const uint16_t* i${M} = (const uint16_t*) ((uintptr_t) i${M-1} + input_stride);
$if M % 2 == 1:
if XNN_UNPREDICTABLE(rows < ${M+1}) {
i${M} = (const uint16_t*) zero;
}
$else:
if XNN_UNPREDICTABLE(rows <= ${M}) {
i${M} = (const uint16_t*) zero;
}
const float16x8_t vscale = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.scale));
const float16x8_t vmin = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.min));
const float16x8_t vmax = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.max));
for (; channels >= ${CHANNEL_TILE}; channels -= ${CHANNEL_TILE}) {
$for M in range(2):
$for C in range(0, CHANNEL_TILE, 8):
const float16x8_t vi${M}x${ABC[C:C+8]} = vreinterpretq_f16_u16(vld1q_u16(i${M})); i${M} += 8;
$for C in range(0, CHANNEL_TILE, 8):
const float16x8_t vi2x${ABC[C:C+8]} = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8;
float16x8_t vacc${ABC[C:C+8]} = vaddq_f16(vi0x${ABC[C:C+8]}, vi1x${ABC[C:C+8]});
$for M in range(2, ROW_TILE):
$for C in range(0, CHANNEL_TILE, 8):
$if M + 1 != ROW_TILE:
const float16x8_t vi${M+1}x${ABC[C:C+8]} = vreinterpretq_f16_u16(vld1q_u16(i${M+1})); i${M+1} += 8;
vacc${ABC[C:C+8]} = vaddq_f16(vacc${ABC[C:C+8]}, vi${M}x${ABC[C:C+8]});
$for C in range(0, CHANNEL_TILE, 8):
vacc${ABC[C:C+8]} = vmulq_f16(vacc${ABC[C:C+8]}, vscale);
$for C in range(0, CHANNEL_TILE, 8):
vacc${ABC[C:C+8]} = vmaxq_f16(vacc${ABC[C:C+8]}, vmin);
$for C in range(0, CHANNEL_TILE, 8):
vacc${ABC[C:C+8]} = vminq_f16(vacc${ABC[C:C+8]}, vmax);
$for C in range(0, CHANNEL_TILE, 8):
vst1q_u16(output, vreinterpretq_u16_f16(vacc${ABC[C:C+8]})); output = (uint16_t*) output + 8;
}
if XNN_UNLIKELY(channels != 0) {
${"do " if CHANNEL_TILE > 8 else ""}{
$for M in range(2):
const float16x8_t vi${M}x${ABC[0:8]} = vreinterpretq_f16_u16(vld1q_u16(i${M})); i${M} += 8;
const float16x8_t vi2x${ABC[0:8]} = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8;
float16x8_t vacc${ABC[0:8]} = vaddq_f16(vi0x${ABC[0:8]}, vi1x${ABC[0:8]});
$for M in range(2, ROW_TILE):
$if M + 1 != ROW_TILE:
const float16x8_t vi${M+1}x${ABC[0:8]} = vreinterpretq_f16_u16(vld1q_u16(i${M+1})); i${M+1} += 8;
vacc${ABC[0:8]} = vaddq_f16(vacc${ABC[0:8]}, vi${M}x${ABC[0:8]});
vacc${ABC[0:8]} = vmulq_f16(vacc${ABC[0:8]}, vscale);
vacc${ABC[0:8]} = vmaxq_f16(vacc${ABC[0:8]}, vmin);
vacc${ABC[0:8]} = vminq_f16(vacc${ABC[0:8]}, vmax);
$if CHANNEL_TILE > 8:
if XNN_LIKELY(channels >= 8) {
vst1q_u16(output, vreinterpretq_u16_f16(vacc${ABC[0:8]})); output = (uint16_t*) output + 8;
channels -= 8;
} else {
float16x4_t vacc${ABC[0:4]} = vget_low_f16(vacc${ABC[0:8]});
if (channels & 4) {
vst1_u16(output, vreinterpret_u16_f16(vacc${ABC[0:4]})); output = (uint16_t*) output + 4;
vacc${ABC[0:4]} = vget_high_f16(vacc${ABC[0:8]});
}
if (channels & 2) {
vst1_lane_u32(output, vreinterpret_u32_f16(vacc${ABC[0:4]}), 0); output = (uint16_t*) output + 2;
vacc${ABC[0:4]} = vext_f16(vacc${ABC[0:4]}, vacc${ABC[0:4]}, 2);
}
if (channels & 1) {
vst1_lane_u16(output, vreinterpret_u16_f16(vacc${ABC[0:4]}), 0); output = (uint16_t*) output + 1;
}
channels = 0;
}
$else:
float16x4_t vacc${ABC[0:4]} = vget_low_f16(vacc${ABC[0:8]});
if (channels & 4) {
vst1_u16(output, vreinterpret_u16_f16(vacc${ABC[0:4]})); output = (uint16_t*) output + 4;
vacc${ABC[0:4]} = vget_high_f16(vacc${ABC[0:8]});
}
if (channels & 2) {
vst1_lane_u32(output, vreinterpret_u32_f16(vacc${ABC[0:4]}), 0); output = (uint16_t*) output + 2;
vacc${ABC[0:4]} = vext_f16(vacc${ABC[0:4]}, vacc${ABC[0:4]}, 2);
}
if (channels & 1) {
vst1_lane_u16(output, vreinterpret_u16_f16(vacc${ABC[0:4]}), 0); output = (uint16_t*) output + 1;
}
}${" while (channels != 0);" if CHANNEL_TILE > 8 else ""}
}
}
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