// Auto-generated file. Do not edit! // Template: src/qs8-gavgpool/multipass-neon.c.in // Generator: tools/xngen // // Copyright 2020 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_qs8_gavgpool_minmax_ukernel_7p7x__neon_c8_acc2( size_t rows, size_t channels, const int8_t* input, size_t input_stride, const int8_t* zero, int32_t* buffer, int8_t* output, const union xnn_qs8_avgpool_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN { assert(rows > 7); assert(channels != 0); const int8_t* i0 = input; const int8_t* i1 = (const int8_t*) ((uintptr_t) i0 + input_stride); const int8_t* i2 = (const int8_t*) ((uintptr_t) i1 + input_stride); const int8_t* i3 = (const int8_t*) ((uintptr_t) i2 + input_stride); const int8_t* i4 = (const int8_t*) ((uintptr_t) i3 + input_stride); const int8_t* i5 = (const int8_t*) ((uintptr_t) i4 + input_stride); const int8_t* i6 = (const int8_t*) ((uintptr_t) i5 + input_stride); const size_t input_increment = 7 * input_stride - round_up_po2(channels, 8); const int32x4_t vbias = vld1q_dup_s32(¶ms->neon.bias); int32_t* b = buffer; size_t c = channels; for (; c != 0; c = doz(c, 8)) { const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8; const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8; const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8; const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8; const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8; const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8; const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8; int16x8_t vacc0x01234567 = vaddl_s8(vi0x01234567, vi1x01234567); int16x8_t vacc1x01234567 = vaddl_s8(vi2x01234567, vi3x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi4x01234567); vacc1x01234567 = vaddw_s8(vacc1x01234567, vi5x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi6x01234567); // Add up all accumulators to vacc0x01234567 vacc0x01234567 = vaddq_s16(vacc0x01234567, vacc1x01234567); const int32x4_t vacc0123 = vaddw_s16(vbias, vget_low_s16(vacc0x01234567)); const int32x4_t vacc4567 = vaddw_s16(vbias, vget_high_s16(vacc0x01234567)); vst1q_s32(b, vacc0123); b += 4; vst1q_s32(b, vacc4567); b += 4; } for (rows -= 7; rows > 7; rows -= 7) { i0 = (const int8_t*) ((uintptr_t) i0 + input_increment); i1 = (const int8_t*) ((uintptr_t) i1 + input_increment); i2 = (const int8_t*) ((uintptr_t) i2 + input_increment); i3 = (const int8_t*) ((uintptr_t) i3 + input_increment); i4 = (const int8_t*) ((uintptr_t) i4 + input_increment); i5 = (const int8_t*) ((uintptr_t) i5 + input_increment); i6 = (const int8_t*) ((uintptr_t) i6 + input_increment); int32_t* b = buffer; size_t c = channels; for (; c != 0; c = doz(c, 8)) { const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8; const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8; const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8; const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8; const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8; const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8; const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8; int16x8_t vacc0x01234567 = vaddl_s8(vi0x01234567, vi1x01234567); int16x8_t vacc1x01234567 = vaddl_s8(vi2x01234567, vi3x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi4x01234567); vacc1x01234567 = vaddw_s8(vacc1x01234567, vi5x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi6x01234567); // Add up all accumulators to vacc0x01234567 vacc0x01234567 = vaddq_s16(vacc0x01234567, vacc1x01234567); int32x4_t vacc0123 = vld1q_s32(b); int32x4_t vacc4567 = vld1q_s32(b + 4); vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vacc0x01234567)); vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vacc0x01234567)); vst1q_s32(b, vacc0123); b += 4; vst1q_s32(b, vacc4567); b += 4; } } i0 = (const int8_t*) ((uintptr_t) i0 + input_increment); i1 = (const int8_t*) ((uintptr_t) i1 + input_increment); if XNN_UNPREDICTABLE(rows < 2) { i1 = zero; } i2 = (const int8_t*) ((uintptr_t) i2 + input_increment); if XNN_UNPREDICTABLE(rows <= 2) { i2 = zero; } i3 = (const int8_t*) ((uintptr_t) i3 + input_increment); if XNN_UNPREDICTABLE(rows < 4) { i3 = zero; } i4 = (const int8_t*) ((uintptr_t) i4 + input_increment); if XNN_UNPREDICTABLE(rows <= 4) { i4 = zero; } i5 = (const int8_t*) ((uintptr_t) i5 + input_increment); if XNN_UNPREDICTABLE(rows < 6) { i5 = zero; } i6 = (const int8_t*) ((uintptr_t) i6 + input_increment); if XNN_UNPREDICTABLE(rows <= 6) { i6 = zero; } #if XNN_ARCH_ARM64 const int32x4_t vmultiplier = vld1q_dup_s32(¶ms->neon.multiplier); #else const int32x2_t vmultiplier = vld1_dup_s32(¶ms->neon.multiplier); #endif const int64x2_t vleft_shift = vld1q_dup_s64(¶ms->neon.left_shift); const int16x8_t voutput_zero_point = vld1q_dup_s16(¶ms->neon.output_zero_point); const int8x8_t voutput_min = vld1_dup_s8(¶ms->neon.output_min); const int8x8_t voutput_max = vld1_dup_s8(¶ms->neon.output_max); while (channels >= 8) { const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8; const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8; const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8; const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8; const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8; const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8; const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8; int16x8_t vacc0x01234567 = vaddl_s8(vi0x01234567, vi1x01234567); int16x8_t vacc1x01234567 = vaddl_s8(vi2x01234567, vi3x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi4x01234567); vacc1x01234567 = vaddw_s8(vacc1x01234567, vi5x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi6x01234567); // Add up all accumulators to vacc0x01234567 vacc0x01234567 = vaddq_s16(vacc0x01234567, vacc1x01234567); int32x4_t vacc0123 = vld1q_s32(buffer); buffer += 4; int32x4_t vacc4567 = vld1q_s32(buffer); buffer += 4; vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vacc0x01234567)); vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vacc0x01234567)); const int32x4_t vsgnacc0123 = vreinterpretq_s32_u32(vcltq_s32(vacc0123, vmovq_n_s32(0))); const int32x4_t vsgnacc4567 = vreinterpretq_s32_u32(vcltq_s32(vacc4567, vmovq_n_s32(0))); #if XNN_ARCH_ARM64 const int64x2_t vprod01 = vmull_s32(vget_low_s32(vacc0123), vget_low_s32(vmultiplier)); const int64x2_t vprod23 = vmull_high_s32(vacc0123, vmultiplier); const int64x2_t vprod45 = vmull_s32(vget_low_s32(vacc4567), vget_low_s32(vmultiplier)); const int64x2_t vprod67 = vmull_high_s32(vacc4567, vmultiplier); const int64x2_t vadjprod01 = vaddw_s32(vprod01, vget_low_s32(vsgnacc0123)); const int64x2_t vadjprod23 = vaddw_high_s32(vprod23, vsgnacc0123); const int64x2_t vadjprod45 = vaddw_s32(vprod45, vget_low_s32(vsgnacc4567)); const int64x2_t vadjprod67 = vaddw_high_s32(vprod67, vsgnacc4567); #else const int64x2_t vprod01 = vmull_s32(vget_low_s32(vacc0123), vmultiplier); const int64x2_t vprod23 = vmull_s32(vget_high_s32(vacc0123), vmultiplier); const int64x2_t vprod45 = vmull_s32(vget_low_s32(vacc4567), vmultiplier); const int64x2_t vprod67 = vmull_s32(vget_high_s32(vacc4567), vmultiplier); const int64x2_t vadjprod01 = vaddw_s32(vprod01, vget_low_s32(vsgnacc0123)); const int64x2_t vadjprod23 = vaddw_s32(vprod23, vget_high_s32(vsgnacc0123)); const int64x2_t vadjprod45 = vaddw_s32(vprod45, vget_low_s32(vsgnacc4567)); const int64x2_t vadjprod67 = vaddw_s32(vprod67, vget_high_s32(vsgnacc4567)); #endif const int64x2_t vacc01 = vrshlq_s64(vadjprod01, vleft_shift); const int64x2_t vacc23 = vrshlq_s64(vadjprod23, vleft_shift); const int64x2_t vacc45 = vrshlq_s64(vadjprod45, vleft_shift); const int64x2_t vacc67 = vrshlq_s64(vadjprod67, vleft_shift); #if XNN_ARCH_ARM64 vacc0123 = vuzp1q_s32(vreinterpretq_s32_s64(vacc01), vreinterpretq_s32_s64(vacc23)); vacc4567 = vuzp1q_s32(vreinterpretq_s32_s64(vacc45), vreinterpretq_s32_s64(vacc67)); const int16x8_t vacc01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567), voutput_zero_point); int8x8_t vout01234567 = vqmovn_s16(vacc01234567); #else vacc0123 = vcombine_s32(vmovn_s64(vacc01), vmovn_s64(vacc23)); vacc4567 = vcombine_s32(vmovn_s64(vacc45), vmovn_s64(vacc67)); const int16x8_t vacc01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567)), voutput_zero_point); int8x8_t vout01234567 = vqmovn_s16(vacc01234567); #endif vout01234567 = vmax_s8(vout01234567, voutput_min); vout01234567 = vmin_s8(vout01234567, voutput_max); vst1_s8(output, vout01234567); output += 8; channels -= 8; } if XNN_UNLIKELY(channels != 0) { { const int8x8_t vi0x01234567 = vld1_s8(i0); const int8x8_t vi1x01234567 = vld1_s8(i1); const int8x8_t vi2x01234567 = vld1_s8(i2); const int8x8_t vi3x01234567 = vld1_s8(i3); const int8x8_t vi4x01234567 = vld1_s8(i4); const int8x8_t vi5x01234567 = vld1_s8(i5); const int8x8_t vi6x01234567 = vld1_s8(i6); int16x8_t vacc0x01234567 = vaddl_s8(vi0x01234567, vi1x01234567); int16x8_t vacc1x01234567 = vaddl_s8(vi2x01234567, vi3x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi4x01234567); vacc1x01234567 = vaddw_s8(vacc1x01234567, vi5x01234567); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi6x01234567); // Add up all accumulators to vacc0x01234567 vacc0x01234567 = vaddq_s16(vacc0x01234567, vacc1x01234567); int32x4_t vacc0123 = vld1q_s32(buffer); buffer += 4; int32x4_t vacc4567 = vld1q_s32(buffer); buffer += 4; vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vacc0x01234567)); vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vacc0x01234567)); const int32x4_t vsgnacc0123 = vreinterpretq_s32_u32(vcltq_s32(vacc0123, vmovq_n_s32(0))); const int32x4_t vsgnacc4567 = vreinterpretq_s32_u32(vcltq_s32(vacc4567, vmovq_n_s32(0))); #if XNN_ARCH_ARM64 const int64x2_t vprod01 = vmull_s32(vget_low_s32(vacc0123), vget_low_s32(vmultiplier)); const int64x2_t vprod23 = vmull_high_s32(vacc0123, vmultiplier); const int64x2_t vprod45 = vmull_s32(vget_low_s32(vacc4567), vget_low_s32(vmultiplier)); const int64x2_t vprod67 = vmull_high_s32(vacc4567, vmultiplier); const int64x2_t vadjprod01 = vaddw_s32(vprod01, vget_low_s32(vsgnacc0123)); const int64x2_t vadjprod23 = vaddw_high_s32(vprod23, vsgnacc0123); const int64x2_t vadjprod45 = vaddw_s32(vprod45, vget_low_s32(vsgnacc4567)); const int64x2_t vadjprod67 = vaddw_high_s32(vprod67, vsgnacc4567); #else const int64x2_t vprod01 = vmull_s32(vget_low_s32(vacc0123), vmultiplier); const int64x2_t vprod23 = vmull_s32(vget_high_s32(vacc0123), vmultiplier); const int64x2_t vprod45 = vmull_s32(vget_low_s32(vacc4567), vmultiplier); const int64x2_t vprod67 = vmull_s32(vget_high_s32(vacc4567), vmultiplier); const int64x2_t vadjprod01 = vaddw_s32(vprod01, vget_low_s32(vsgnacc0123)); const int64x2_t vadjprod23 = vaddw_s32(vprod23, vget_high_s32(vsgnacc0123)); const int64x2_t vadjprod45 = vaddw_s32(vprod45, vget_low_s32(vsgnacc4567)); const int64x2_t vadjprod67 = vaddw_s32(vprod67, vget_high_s32(vsgnacc4567)); #endif const int64x2_t vacc01 = vrshlq_s64(vadjprod01, vleft_shift); const int64x2_t vacc23 = vrshlq_s64(vadjprod23, vleft_shift); const int64x2_t vacc45 = vrshlq_s64(vadjprod45, vleft_shift); const int64x2_t vacc67 = vrshlq_s64(vadjprod67, vleft_shift); #if XNN_ARCH_ARM64 vacc0123 = vuzp1q_s32(vreinterpretq_s32_s64(vacc01), vreinterpretq_s32_s64(vacc23)); vacc4567 = vuzp1q_s32(vreinterpretq_s32_s64(vacc45), vreinterpretq_s32_s64(vacc67)); const int16x8_t vacc01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567), voutput_zero_point); int8x8_t vout01234567 = vqmovn_s16(vacc01234567); #else vacc0123 = vcombine_s32(vmovn_s64(vacc01), vmovn_s64(vacc23)); vacc4567 = vcombine_s32(vmovn_s64(vacc45), vmovn_s64(vacc67)); const int16x8_t vacc01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567)), voutput_zero_point); int8x8_t vout01234567 = vqmovn_s16(vacc01234567); #endif vout01234567 = vmax_s8(vout01234567, voutput_min); vout01234567 = vmin_s8(vout01234567, voutput_max); if (channels & 4) { vst1_lane_u32(__builtin_assume_aligned(output, 1), vreinterpret_u32_s8(vout01234567), 0); output += 4; vout01234567 = vext_s8(vout01234567, vout01234567, 4); } if (channels & 2) { vst1_lane_u16(__builtin_assume_aligned(output, 1), vreinterpret_u16_s8(vout01234567), 0); output += 2; vout01234567 = vext_s8(vout01234567, vout01234567, 2); } if (channels & 1) { vst1_lane_s8(output, vout01234567, 0); } } } }