// Copyright 2023 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 BATCH_TILE % 8 == 0 $assert BATCH_TILE >= 8 $SIMD_TILE = BATCH_TILE // 8 $assert ACCUMULATORS <= SIMD_TILE $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include $ACC_SUFFIX = "" if ACCUMULATORS == 1 else "_acc%d" % ACCUMULATORS void xnn_f16_rsum_ukernel__neonfp16arith_x${BATCH_TILE}${ACC_SUFFIX}( size_t batch, const void* input, void* output, const union xnn_f16_scale_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(batch != 0); assert(batch % sizeof(uint16_t) == 0); assert(input != NULL); assert(output != NULL); const uint16_t* i = (const uint16_t*) input; uint16_t* o = (uint16_t*) output; $for A in range(ACCUMULATORS): float16x8_t vacc${A} = vreinterpretq_f16_u16(vmovq_n_u16(0)); $if BATCH_TILE > 8: for (; batch >= ${BATCH_TILE} * sizeof(uint16_t); batch -= ${BATCH_TILE} * sizeof(uint16_t)) { $for N in range(SIMD_TILE): const float16x8_t vt${N} = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; $for N in range(SIMD_TILE): vacc${N % ACCUMULATORS} = vaddq_f16(vacc${N % ACCUMULATORS}, vt${N}); } $if ACCUMULATORS > 1: $ACC_SLICE = 1 $while ACC_SLICE < ACCUMULATORS: $for A in range(0, ACCUMULATORS, ACC_SLICE * 2): $if A + ACC_SLICE < ACCUMULATORS: vacc${A} = vaddq_f16(vacc${A}, vacc${A + ACC_SLICE}); $ACC_SLICE *= 2 for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { const float16x8_t vt = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; vacc0 = vaddq_f16(vacc0, vt); } const float16x4_t vscale = vreinterpret_f16_u16(vld1_dup_u16(¶ms->fp16arith.scale)); float16x4_t vacc = vadd_f16(vget_low_f16(vacc0), vget_high_f16(vacc0)); if XNN_UNLIKELY(batch & (4 * sizeof(uint16_t))) { const float16x4_t vt = vreinterpret_f16_u16(vld1_u16(i)); i += 4; vacc = vadd_f16(vacc, vt); } vacc = vpadd_f16(vacc, vacc); if XNN_UNLIKELY(batch & (2 * sizeof(uint16_t))) { const float16x4_t vt = vreinterpret_f16_u32(vld1_dup_u32((const void*) i)); i += 2; vacc = vadd_f16(vacc, vt); } vacc = vpadd_f16(vacc, vacc); if XNN_UNLIKELY(batch & (1 * sizeof(uint16_t))) { const float16x4_t vt = vreinterpret_f16_u16(vld1_dup_u16(i)); vacc = vadd_f16(vacc, vt); } vacc = vmul_f16(vacc, vscale); vst1_lane_u16(o, vreinterpret_u16_f16(vacc), 0); }