// Copyright 2019 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. #include #include #include #include void xnn_f16_gavgpool_cw_ukernel__neonfp16arith_x8( size_t elements, size_t channels, const void* input, void* output, const union xnn_f16_gavgpool_params* params) XNN_OOB_READS { assert(elements != 0); assert(elements % sizeof(uint16_t) == 0); assert(channels != 0); const uint16x8_t vmask = vld1q_u16(params->neonfp16arith.mask); const float16x4_t vmultiplier = vreinterpret_f16_u16(vld1_dup_u16(¶ms->neonfp16arith.multiplier)); const float16x4_t voutput_min = vreinterpret_f16_u16(vld1_dup_u16(¶ms->neonfp16arith.output_min)); const float16x4_t voutput_max = vreinterpret_f16_u16(vld1_dup_u16(¶ms->neonfp16arith.output_max)); uint16_t* o = (uint16_t*) output; const uint16_t* i = input; do { float16x8_t vsum0 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vsum1 = vreinterpretq_f16_u16(vmovq_n_u16(0)); size_t n = elements; if (n >= 32 * sizeof(uint16_t)) { do { const float16x8_t vi0 = vreinterpretq_f16_u16(vld1q_u16(i)); const float16x8_t vi1 = vreinterpretq_f16_u16(vld1q_u16(i + 8)); const float16x8_t vi2 = vreinterpretq_f16_u16(vld1q_u16(i + 16)); const float16x8_t vi3 = vreinterpretq_f16_u16(vld1q_u16(i + 24)); i += 32; const float16x8_t acc0 = vaddq_f16(vi0, vi1); const float16x8_t acc1 = vaddq_f16(vi2, vi3); vsum0 = vaddq_f16(vsum0, acc0); vsum1 = vaddq_f16(vsum1, acc1); n -= 32 * sizeof(uint16_t); } while (n >= 32 * sizeof(uint16_t)); } vsum0 = vaddq_f16(vsum0, vsum1); while (n >= 8 * sizeof(uint16_t)) { const float16x8_t vi0 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; vsum0 = vaddq_f16(vsum0, vi0); n -= 8 * sizeof(uint16_t); } if XNN_UNLIKELY(n != 0) { float16x8_t vi0 = vreinterpretq_f16_u16(vld1q_u16(i)); i = (const uint16_t*) ((uintptr_t) i + n); vi0 = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi0))); vsum0 = vaddq_f16(vsum0, vi0); } const float16x4_t vout4 = vpadd_f16(vget_low_f16(vsum0), vget_high_f16(vsum0)); const float16x4_t vout2 = vpadd_f16(vout4, vout4); const float16x4_t vout1 = vpadd_f16(vout2, vout2); float16x4_t vout = vmul_f16(vout1, vmultiplier); vout = vmax_f16(vout, voutput_min); vout = vmin_f16(vout, voutput_max); vst1_lane_u16(o, vreinterpret_u16_f16(vout), 0); o += 1; } while (--channels != 0); }