// 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_c32_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 >= 32; c -= 32) { const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8; const int8x8_t vi0x89ABCDEF = vld1_s8(i0); i0 += 8; const int8x8_t vi0xGHIJKLMN = vld1_s8(i0); i0 += 8; const int8x8_t vi0xOPQRSTUV = vld1_s8(i0); i0 += 8; const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8; const int8x8_t vi1x89ABCDEF = vld1_s8(i1); i1 += 8; const int8x8_t vi1xGHIJKLMN = vld1_s8(i1); i1 += 8; const int8x8_t vi1xOPQRSTUV = vld1_s8(i1); i1 += 8; const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8; const int8x8_t vi2x89ABCDEF = vld1_s8(i2); i2 += 8; const int8x8_t vi2xGHIJKLMN = vld1_s8(i2); i2 += 8; const int8x8_t vi2xOPQRSTUV = vld1_s8(i2); i2 += 8; const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8; const int8x8_t vi3x89ABCDEF = vld1_s8(i3); i3 += 8; const int8x8_t vi3xGHIJKLMN = vld1_s8(i3); i3 += 8; const int8x8_t vi3xOPQRSTUV = vld1_s8(i3); i3 += 8; const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8; const int8x8_t vi4x89ABCDEF = vld1_s8(i4); i4 += 8; const int8x8_t vi4xGHIJKLMN = vld1_s8(i4); i4 += 8; const int8x8_t vi4xOPQRSTUV = vld1_s8(i4); i4 += 8; const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8; const int8x8_t vi5x89ABCDEF = vld1_s8(i5); i5 += 8; const int8x8_t vi5xGHIJKLMN = vld1_s8(i5); i5 += 8; const int8x8_t vi5xOPQRSTUV = vld1_s8(i5); i5 += 8; const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8; const int8x8_t vi6x89ABCDEF = vld1_s8(i6); i6 += 8; const int8x8_t vi6xGHIJKLMN = vld1_s8(i6); i6 += 8; const int8x8_t vi6xOPQRSTUV = vld1_s8(i6); i6 += 8; int16x8_t vacc0x01234567 = vaddl_s8(vi0x01234567, vi1x01234567); int16x8_t vacc0x89ABCDEF = vaddl_s8(vi0x89ABCDEF, vi1x89ABCDEF); int16x8_t vacc0xGHIJKLMN = vaddl_s8(vi0xGHIJKLMN, vi1xGHIJKLMN); int16x8_t vacc0xOPQRSTUV = vaddl_s8(vi0xOPQRSTUV, vi1xOPQRSTUV); int16x8_t vacc1x01234567 = vaddl_s8(vi2x01234567, vi3x01234567); int16x8_t vacc1x89ABCDEF = vaddl_s8(vi2x89ABCDEF, vi3x89ABCDEF); int16x8_t vacc1xGHIJKLMN = vaddl_s8(vi2xGHIJKLMN, vi3xGHIJKLMN); int16x8_t vacc1xOPQRSTUV = vaddl_s8(vi2xOPQRSTUV, vi3xOPQRSTUV); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi4x01234567); vacc0x89ABCDEF = vaddw_s8(vacc0x89ABCDEF, vi4x89ABCDEF); vacc0xGHIJKLMN = vaddw_s8(vacc0xGHIJKLMN, vi4xGHIJKLMN); vacc0xOPQRSTUV = vaddw_s8(vacc0xOPQRSTUV, vi4xOPQRSTUV); vacc1x01234567 = vaddw_s8(vacc1x01234567, vi5x01234567); vacc1x89ABCDEF = vaddw_s8(vacc1x89ABCDEF, vi5x89ABCDEF); vacc1xGHIJKLMN = vaddw_s8(vacc1xGHIJKLMN, vi5xGHIJKLMN); vacc1xOPQRSTUV = vaddw_s8(vacc1xOPQRSTUV, vi5xOPQRSTUV); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi6x01234567); vacc0x89ABCDEF = vaddw_s8(vacc0x89ABCDEF, vi6x89ABCDEF); vacc0xGHIJKLMN = vaddw_s8(vacc0xGHIJKLMN, vi6xGHIJKLMN); vacc0xOPQRSTUV = vaddw_s8(vacc0xOPQRSTUV, vi6xOPQRSTUV); // Add up all accumulators to vacc0x0123456789ABCDEFGHIJKLMNOPQRSTUV vacc0x01234567 = vaddq_s16(vacc0x01234567, vacc1x01234567); vacc0x89ABCDEF = vaddq_s16(vacc0x89ABCDEF, vacc1x89ABCDEF); vacc0xGHIJKLMN = vaddq_s16(vacc0xGHIJKLMN, vacc1xGHIJKLMN); vacc0xOPQRSTUV = vaddq_s16(vacc0xOPQRSTUV, vacc1xOPQRSTUV); const int32x4_t vacc0123 = vaddw_s16(vbias, vget_low_s16(vacc0x01234567)); const int32x4_t vacc4567 = vaddw_s16(vbias, vget_high_s16(vacc0x01234567)); const int32x4_t vacc89AB = vaddw_s16(vbias, vget_low_s16(vacc0x89ABCDEF)); const int32x4_t vaccCDEF = vaddw_s16(vbias, vget_high_s16(vacc0x89ABCDEF)); const int32x4_t vaccGHIJ = vaddw_s16(vbias, vget_low_s16(vacc0xGHIJKLMN)); const int32x4_t vaccKLMN = vaddw_s16(vbias, vget_high_s16(vacc0xGHIJKLMN)); const int32x4_t vaccOPQR = vaddw_s16(vbias, vget_low_s16(vacc0xOPQRSTUV)); const int32x4_t vaccSTUV = vaddw_s16(vbias, vget_high_s16(vacc0xOPQRSTUV)); vst1q_s32(b, vacc0123); b += 4; vst1q_s32(b, vacc4567); b += 4; vst1q_s32(b, vacc89AB); b += 4; vst1q_s32(b, vaccCDEF); b += 4; vst1q_s32(b, vaccGHIJ); b += 4; vst1q_s32(b, vaccKLMN); b += 4; vst1q_s32(b, vaccOPQR); b += 4; vst1q_s32(b, vaccSTUV); b += 4; } if XNN_UNLIKELY(c != 0) { do { 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; c = doz(c, 8); } while (c != 0); } 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 >= 32; c -= 32) { const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8; const int8x8_t vi0x89ABCDEF = vld1_s8(i0); i0 += 8; const int8x8_t vi0xGHIJKLMN = vld1_s8(i0); i0 += 8; const int8x8_t vi0xOPQRSTUV = vld1_s8(i0); i0 += 8; const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8; const int8x8_t vi1x89ABCDEF = vld1_s8(i1); i1 += 8; const int8x8_t vi1xGHIJKLMN = vld1_s8(i1); i1 += 8; const int8x8_t vi1xOPQRSTUV = vld1_s8(i1); i1 += 8; const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8; const int8x8_t vi2x89ABCDEF = vld1_s8(i2); i2 += 8; const int8x8_t vi2xGHIJKLMN = vld1_s8(i2); i2 += 8; const int8x8_t vi2xOPQRSTUV = vld1_s8(i2); i2 += 8; const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8; const int8x8_t vi3x89ABCDEF = vld1_s8(i3); i3 += 8; const int8x8_t vi3xGHIJKLMN = vld1_s8(i3); i3 += 8; const int8x8_t vi3xOPQRSTUV = vld1_s8(i3); i3 += 8; const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8; const int8x8_t vi4x89ABCDEF = vld1_s8(i4); i4 += 8; const int8x8_t vi4xGHIJKLMN = vld1_s8(i4); i4 += 8; const int8x8_t vi4xOPQRSTUV = vld1_s8(i4); i4 += 8; const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8; const int8x8_t vi5x89ABCDEF = vld1_s8(i5); i5 += 8; const int8x8_t vi5xGHIJKLMN = vld1_s8(i5); i5 += 8; const int8x8_t vi5xOPQRSTUV = vld1_s8(i5); i5 += 8; const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8; const int8x8_t vi6x89ABCDEF = vld1_s8(i6); i6 += 8; const int8x8_t vi6xGHIJKLMN = vld1_s8(i6); i6 += 8; const int8x8_t vi6xOPQRSTUV = vld1_s8(i6); i6 += 8; int16x8_t vacc0x01234567 = vaddl_s8(vi0x01234567, vi1x01234567); int16x8_t vacc0x89ABCDEF = vaddl_s8(vi0x89ABCDEF, vi1x89ABCDEF); int16x8_t vacc0xGHIJKLMN = vaddl_s8(vi0xGHIJKLMN, vi1xGHIJKLMN); int16x8_t vacc0xOPQRSTUV = vaddl_s8(vi0xOPQRSTUV, vi1xOPQRSTUV); int16x8_t vacc1x01234567 = vaddl_s8(vi2x01234567, vi3x01234567); int16x8_t vacc1x89ABCDEF = vaddl_s8(vi2x89ABCDEF, vi3x89ABCDEF); int16x8_t vacc1xGHIJKLMN = vaddl_s8(vi2xGHIJKLMN, vi3xGHIJKLMN); int16x8_t vacc1xOPQRSTUV = vaddl_s8(vi2xOPQRSTUV, vi3xOPQRSTUV); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi4x01234567); vacc0x89ABCDEF = vaddw_s8(vacc0x89ABCDEF, vi4x89ABCDEF); vacc0xGHIJKLMN = vaddw_s8(vacc0xGHIJKLMN, vi4xGHIJKLMN); vacc0xOPQRSTUV = vaddw_s8(vacc0xOPQRSTUV, vi4xOPQRSTUV); vacc1x01234567 = vaddw_s8(vacc1x01234567, vi5x01234567); vacc1x89ABCDEF = vaddw_s8(vacc1x89ABCDEF, vi5x89ABCDEF); vacc1xGHIJKLMN = vaddw_s8(vacc1xGHIJKLMN, vi5xGHIJKLMN); vacc1xOPQRSTUV = vaddw_s8(vacc1xOPQRSTUV, vi5xOPQRSTUV); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi6x01234567); vacc0x89ABCDEF = vaddw_s8(vacc0x89ABCDEF, vi6x89ABCDEF); vacc0xGHIJKLMN = vaddw_s8(vacc0xGHIJKLMN, vi6xGHIJKLMN); vacc0xOPQRSTUV = vaddw_s8(vacc0xOPQRSTUV, vi6xOPQRSTUV); // Add up all accumulators to vacc0x0123456789ABCDEFGHIJKLMNOPQRSTUV vacc0x01234567 = vaddq_s16(vacc0x01234567, vacc1x01234567); vacc0x89ABCDEF = vaddq_s16(vacc0x89ABCDEF, vacc1x89ABCDEF); vacc0xGHIJKLMN = vaddq_s16(vacc0xGHIJKLMN, vacc1xGHIJKLMN); vacc0xOPQRSTUV = vaddq_s16(vacc0xOPQRSTUV, vacc1xOPQRSTUV); int32x4_t vacc0123 = vld1q_s32(b); int32x4_t vacc4567 = vld1q_s32(b + 4); int32x4_t vacc89AB = vld1q_s32(b + 8); int32x4_t vaccCDEF = vld1q_s32(b + 12); int32x4_t vaccGHIJ = vld1q_s32(b + 16); int32x4_t vaccKLMN = vld1q_s32(b + 20); int32x4_t vaccOPQR = vld1q_s32(b + 24); int32x4_t vaccSTUV = vld1q_s32(b + 28); vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vacc0x01234567)); vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vacc0x01234567)); vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vacc0x89ABCDEF)); vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vacc0x89ABCDEF)); vaccGHIJ = vaddw_s16(vaccGHIJ, vget_low_s16(vacc0xGHIJKLMN)); vaccKLMN = vaddw_s16(vaccKLMN, vget_high_s16(vacc0xGHIJKLMN)); vaccOPQR = vaddw_s16(vaccOPQR, vget_low_s16(vacc0xOPQRSTUV)); vaccSTUV = vaddw_s16(vaccSTUV, vget_high_s16(vacc0xOPQRSTUV)); vst1q_s32(b, vacc0123); b += 4; vst1q_s32(b, vacc4567); b += 4; vst1q_s32(b, vacc89AB); b += 4; vst1q_s32(b, vaccCDEF); b += 4; vst1q_s32(b, vaccGHIJ); b += 4; vst1q_s32(b, vaccKLMN); b += 4; vst1q_s32(b, vaccOPQR); b += 4; vst1q_s32(b, vaccSTUV); b += 4; } if XNN_UNLIKELY(c != 0) { do { 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; c = doz(c, 8); } while (c != 0); } } 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 int8x16_t voutput_min = vld1q_dup_s8(¶ms->neon.output_min); const int8x16_t voutput_max = vld1q_dup_s8(¶ms->neon.output_max); while (channels >= 32) { const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8; const int8x8_t vi0x89ABCDEF = vld1_s8(i0); i0 += 8; const int8x8_t vi0xGHIJKLMN = vld1_s8(i0); i0 += 8; const int8x8_t vi0xOPQRSTUV = vld1_s8(i0); i0 += 8; const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8; const int8x8_t vi1x89ABCDEF = vld1_s8(i1); i1 += 8; const int8x8_t vi1xGHIJKLMN = vld1_s8(i1); i1 += 8; const int8x8_t vi1xOPQRSTUV = vld1_s8(i1); i1 += 8; const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8; const int8x8_t vi2x89ABCDEF = vld1_s8(i2); i2 += 8; const int8x8_t vi2xGHIJKLMN = vld1_s8(i2); i2 += 8; const int8x8_t vi2xOPQRSTUV = vld1_s8(i2); i2 += 8; const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8; const int8x8_t vi3x89ABCDEF = vld1_s8(i3); i3 += 8; const int8x8_t vi3xGHIJKLMN = vld1_s8(i3); i3 += 8; const int8x8_t vi3xOPQRSTUV = vld1_s8(i3); i3 += 8; const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8; const int8x8_t vi4x89ABCDEF = vld1_s8(i4); i4 += 8; const int8x8_t vi4xGHIJKLMN = vld1_s8(i4); i4 += 8; const int8x8_t vi4xOPQRSTUV = vld1_s8(i4); i4 += 8; const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8; const int8x8_t vi5x89ABCDEF = vld1_s8(i5); i5 += 8; const int8x8_t vi5xGHIJKLMN = vld1_s8(i5); i5 += 8; const int8x8_t vi5xOPQRSTUV = vld1_s8(i5); i5 += 8; const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8; const int8x8_t vi6x89ABCDEF = vld1_s8(i6); i6 += 8; const int8x8_t vi6xGHIJKLMN = vld1_s8(i6); i6 += 8; const int8x8_t vi6xOPQRSTUV = vld1_s8(i6); i6 += 8; int16x8_t vacc0x01234567 = vaddl_s8(vi0x01234567, vi1x01234567); int16x8_t vacc0x89ABCDEF = vaddl_s8(vi0x89ABCDEF, vi1x89ABCDEF); int16x8_t vacc0xGHIJKLMN = vaddl_s8(vi0xGHIJKLMN, vi1xGHIJKLMN); int16x8_t vacc0xOPQRSTUV = vaddl_s8(vi0xOPQRSTUV, vi1xOPQRSTUV); int16x8_t vacc1x01234567 = vaddl_s8(vi2x01234567, vi3x01234567); int16x8_t vacc1x89ABCDEF = vaddl_s8(vi2x89ABCDEF, vi3x89ABCDEF); int16x8_t vacc1xGHIJKLMN = vaddl_s8(vi2xGHIJKLMN, vi3xGHIJKLMN); int16x8_t vacc1xOPQRSTUV = vaddl_s8(vi2xOPQRSTUV, vi3xOPQRSTUV); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi4x01234567); vacc0x89ABCDEF = vaddw_s8(vacc0x89ABCDEF, vi4x89ABCDEF); vacc0xGHIJKLMN = vaddw_s8(vacc0xGHIJKLMN, vi4xGHIJKLMN); vacc0xOPQRSTUV = vaddw_s8(vacc0xOPQRSTUV, vi4xOPQRSTUV); vacc1x01234567 = vaddw_s8(vacc1x01234567, vi5x01234567); vacc1x89ABCDEF = vaddw_s8(vacc1x89ABCDEF, vi5x89ABCDEF); vacc1xGHIJKLMN = vaddw_s8(vacc1xGHIJKLMN, vi5xGHIJKLMN); vacc1xOPQRSTUV = vaddw_s8(vacc1xOPQRSTUV, vi5xOPQRSTUV); vacc0x01234567 = vaddw_s8(vacc0x01234567, vi6x01234567); vacc0x89ABCDEF = vaddw_s8(vacc0x89ABCDEF, vi6x89ABCDEF); vacc0xGHIJKLMN = vaddw_s8(vacc0xGHIJKLMN, vi6xGHIJKLMN); vacc0xOPQRSTUV = vaddw_s8(vacc0xOPQRSTUV, vi6xOPQRSTUV); // Add up all accumulators to vacc0x0123456789ABCDEFGHIJKLMNOPQRSTUV vacc0x01234567 = vaddq_s16(vacc0x01234567, vacc1x01234567); vacc0x89ABCDEF = vaddq_s16(vacc0x89ABCDEF, vacc1x89ABCDEF); vacc0xGHIJKLMN = vaddq_s16(vacc0xGHIJKLMN, vacc1xGHIJKLMN); vacc0xOPQRSTUV = vaddq_s16(vacc0xOPQRSTUV, vacc1xOPQRSTUV); int32x4_t vacc0123 = vld1q_s32(buffer); buffer += 4; int32x4_t vacc4567 = vld1q_s32(buffer); buffer += 4; int32x4_t vacc89AB = vld1q_s32(buffer); buffer += 4; int32x4_t vaccCDEF = vld1q_s32(buffer); buffer += 4; int32x4_t vaccGHIJ = vld1q_s32(buffer); buffer += 4; int32x4_t vaccKLMN = vld1q_s32(buffer); buffer += 4; int32x4_t vaccOPQR = vld1q_s32(buffer); buffer += 4; int32x4_t vaccSTUV = vld1q_s32(buffer); buffer += 4; vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vacc0x01234567)); vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vacc0x01234567)); vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vacc0x89ABCDEF)); vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vacc0x89ABCDEF)); vaccGHIJ = vaddw_s16(vaccGHIJ, vget_low_s16(vacc0xGHIJKLMN)); vaccKLMN = vaddw_s16(vaccKLMN, vget_high_s16(vacc0xGHIJKLMN)); vaccOPQR = vaddw_s16(vaccOPQR, vget_low_s16(vacc0xOPQRSTUV)); vaccSTUV = vaddw_s16(vaccSTUV, vget_high_s16(vacc0xOPQRSTUV)); 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))); const int32x4_t vsgnacc89AB = vreinterpretq_s32_u32(vcltq_s32(vacc89AB, vmovq_n_s32(0))); const int32x4_t vsgnaccCDEF = vreinterpretq_s32_u32(vcltq_s32(vaccCDEF, vmovq_n_s32(0))); const int32x4_t vsgnaccGHIJ = vreinterpretq_s32_u32(vcltq_s32(vaccGHIJ, vmovq_n_s32(0))); const int32x4_t vsgnaccKLMN = vreinterpretq_s32_u32(vcltq_s32(vaccKLMN, vmovq_n_s32(0))); const int32x4_t vsgnaccOPQR = vreinterpretq_s32_u32(vcltq_s32(vaccOPQR, vmovq_n_s32(0))); const int32x4_t vsgnaccSTUV = vreinterpretq_s32_u32(vcltq_s32(vaccSTUV, 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 vprod89 = vmull_s32(vget_low_s32(vacc89AB), vget_low_s32(vmultiplier)); const int64x2_t vprodAB = vmull_high_s32(vacc89AB, vmultiplier); const int64x2_t vprodCD = vmull_s32(vget_low_s32(vaccCDEF), vget_low_s32(vmultiplier)); const int64x2_t vprodEF = vmull_high_s32(vaccCDEF, vmultiplier); const int64x2_t vprodGH = vmull_s32(vget_low_s32(vaccGHIJ), vget_low_s32(vmultiplier)); const int64x2_t vprodIJ = vmull_high_s32(vaccGHIJ, vmultiplier); const int64x2_t vprodKL = vmull_s32(vget_low_s32(vaccKLMN), vget_low_s32(vmultiplier)); const int64x2_t vprodMN = vmull_high_s32(vaccKLMN, vmultiplier); const int64x2_t vprodOP = vmull_s32(vget_low_s32(vaccOPQR), vget_low_s32(vmultiplier)); const int64x2_t vprodQR = vmull_high_s32(vaccOPQR, vmultiplier); const int64x2_t vprodST = vmull_s32(vget_low_s32(vaccSTUV), vget_low_s32(vmultiplier)); const int64x2_t vprodUV = vmull_high_s32(vaccSTUV, 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); const int64x2_t vadjprod89 = vaddw_s32(vprod89, vget_low_s32(vsgnacc89AB)); const int64x2_t vadjprodAB = vaddw_high_s32(vprodAB, vsgnacc89AB); const int64x2_t vadjprodCD = vaddw_s32(vprodCD, vget_low_s32(vsgnaccCDEF)); const int64x2_t vadjprodEF = vaddw_high_s32(vprodEF, vsgnaccCDEF); const int64x2_t vadjprodGH = vaddw_s32(vprodGH, vget_low_s32(vsgnaccGHIJ)); const int64x2_t vadjprodIJ = vaddw_high_s32(vprodIJ, vsgnaccGHIJ); const int64x2_t vadjprodKL = vaddw_s32(vprodKL, vget_low_s32(vsgnaccKLMN)); const int64x2_t vadjprodMN = vaddw_high_s32(vprodMN, vsgnaccKLMN); const int64x2_t vadjprodOP = vaddw_s32(vprodOP, vget_low_s32(vsgnaccOPQR)); const int64x2_t vadjprodQR = vaddw_high_s32(vprodQR, vsgnaccOPQR); const int64x2_t vadjprodST = vaddw_s32(vprodST, vget_low_s32(vsgnaccSTUV)); const int64x2_t vadjprodUV = vaddw_high_s32(vprodUV, vsgnaccSTUV); #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 vprod89 = vmull_s32(vget_low_s32(vacc89AB), vmultiplier); const int64x2_t vprodAB = vmull_s32(vget_high_s32(vacc89AB), vmultiplier); const int64x2_t vprodCD = vmull_s32(vget_low_s32(vaccCDEF), vmultiplier); const int64x2_t vprodEF = vmull_s32(vget_high_s32(vaccCDEF), vmultiplier); const int64x2_t vprodGH = vmull_s32(vget_low_s32(vaccGHIJ), vmultiplier); const int64x2_t vprodIJ = vmull_s32(vget_high_s32(vaccGHIJ), vmultiplier); const int64x2_t vprodKL = vmull_s32(vget_low_s32(vaccKLMN), vmultiplier); const int64x2_t vprodMN = vmull_s32(vget_high_s32(vaccKLMN), vmultiplier); const int64x2_t vprodOP = vmull_s32(vget_low_s32(vaccOPQR), vmultiplier); const int64x2_t vprodQR = vmull_s32(vget_high_s32(vaccOPQR), vmultiplier); const int64x2_t vprodST = vmull_s32(vget_low_s32(vaccSTUV), vmultiplier); const int64x2_t vprodUV = vmull_s32(vget_high_s32(vaccSTUV), 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)); const int64x2_t vadjprod89 = vaddw_s32(vprod89, vget_low_s32(vsgnacc89AB)); const int64x2_t vadjprodAB = vaddw_s32(vprodAB, vget_high_s32(vsgnacc89AB)); const int64x2_t vadjprodCD = vaddw_s32(vprodCD, vget_low_s32(vsgnaccCDEF)); const int64x2_t vadjprodEF = vaddw_s32(vprodEF, vget_high_s32(vsgnaccCDEF)); const int64x2_t vadjprodGH = vaddw_s32(vprodGH, vget_low_s32(vsgnaccGHIJ)); const int64x2_t vadjprodIJ = vaddw_s32(vprodIJ, vget_high_s32(vsgnaccGHIJ)); const int64x2_t vadjprodKL = vaddw_s32(vprodKL, vget_low_s32(vsgnaccKLMN)); const int64x2_t vadjprodMN = vaddw_s32(vprodMN, vget_high_s32(vsgnaccKLMN)); const int64x2_t vadjprodOP = vaddw_s32(vprodOP, vget_low_s32(vsgnaccOPQR)); const int64x2_t vadjprodQR = vaddw_s32(vprodQR, vget_high_s32(vsgnaccOPQR)); const int64x2_t vadjprodST = vaddw_s32(vprodST, vget_low_s32(vsgnaccSTUV)); const int64x2_t vadjprodUV = vaddw_s32(vprodUV, vget_high_s32(vsgnaccSTUV)); #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); const int64x2_t vacc89 = vrshlq_s64(vadjprod89, vleft_shift); const int64x2_t vaccAB = vrshlq_s64(vadjprodAB, vleft_shift); const int64x2_t vaccCD = vrshlq_s64(vadjprodCD, vleft_shift); const int64x2_t vaccEF = vrshlq_s64(vadjprodEF, vleft_shift); const int64x2_t vaccGH = vrshlq_s64(vadjprodGH, vleft_shift); const int64x2_t vaccIJ = vrshlq_s64(vadjprodIJ, vleft_shift); const int64x2_t vaccKL = vrshlq_s64(vadjprodKL, vleft_shift); const int64x2_t vaccMN = vrshlq_s64(vadjprodMN, vleft_shift); const int64x2_t vaccOP = vrshlq_s64(vadjprodOP, vleft_shift); const int64x2_t vaccQR = vrshlq_s64(vadjprodQR, vleft_shift); const int64x2_t vaccST = vrshlq_s64(vadjprodST, vleft_shift); const int64x2_t vaccUV = vrshlq_s64(vadjprodUV, 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)); vacc89AB = vuzp1q_s32(vreinterpretq_s32_s64(vacc89), vreinterpretq_s32_s64(vaccAB)); vaccCDEF = vuzp1q_s32(vreinterpretq_s32_s64(vaccCD), vreinterpretq_s32_s64(vaccEF)); vaccGHIJ = vuzp1q_s32(vreinterpretq_s32_s64(vaccGH), vreinterpretq_s32_s64(vaccIJ)); vaccKLMN = vuzp1q_s32(vreinterpretq_s32_s64(vaccKL), vreinterpretq_s32_s64(vaccMN)); vaccOPQR = vuzp1q_s32(vreinterpretq_s32_s64(vaccOP), vreinterpretq_s32_s64(vaccQR)); vaccSTUV = vuzp1q_s32(vreinterpretq_s32_s64(vaccST), vreinterpretq_s32_s64(vaccUV)); const int16x8_t vacc01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567), voutput_zero_point); const int16x8_t vacc89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc89AB), vaccCDEF), voutput_zero_point); const int16x8_t vaccGHIJKLMN = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vaccGHIJ), vaccKLMN), voutput_zero_point); const int16x8_t vaccOPQRSTUV = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vaccOPQR), vaccSTUV), voutput_zero_point); int8x16_t vout0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc01234567), vacc89ABCDEF); int8x16_t voutGHIJKLMNOPQRSTUV = vqmovn_high_s16(vqmovn_s16(vaccGHIJKLMN), vaccOPQRSTUV); #else vacc0123 = vcombine_s32(vmovn_s64(vacc01), vmovn_s64(vacc23)); vacc4567 = vcombine_s32(vmovn_s64(vacc45), vmovn_s64(vacc67)); vacc89AB = vcombine_s32(vmovn_s64(vacc89), vmovn_s64(vaccAB)); vaccCDEF = vcombine_s32(vmovn_s64(vaccCD), vmovn_s64(vaccEF)); vaccGHIJ = vcombine_s32(vmovn_s64(vaccGH), vmovn_s64(vaccIJ)); vaccKLMN = vcombine_s32(vmovn_s64(vaccKL), vmovn_s64(vaccMN)); vaccOPQR = vcombine_s32(vmovn_s64(vaccOP), vmovn_s64(vaccQR)); vaccSTUV = vcombine_s32(vmovn_s64(vaccST), vmovn_s64(vaccUV)); const int16x8_t vacc01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567)), voutput_zero_point); const int16x8_t vacc89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc89AB), vqmovn_s32(vaccCDEF)), voutput_zero_point); const int16x8_t vaccGHIJKLMN = vqaddq_s16(vcombine_s16(vqmovn_s32(vaccGHIJ), vqmovn_s32(vaccKLMN)), voutput_zero_point); const int16x8_t vaccOPQRSTUV = vqaddq_s16(vcombine_s16(vqmovn_s32(vaccOPQR), vqmovn_s32(vaccSTUV)), voutput_zero_point); int8x16_t vout0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc01234567), vqmovn_s16(vacc89ABCDEF)); int8x16_t voutGHIJKLMNOPQRSTUV = vcombine_s8(vqmovn_s16(vaccGHIJKLMN), vqmovn_s16(vaccOPQRSTUV)); #endif vout0123456789ABCDEF = vmaxq_s8(vout0123456789ABCDEF, voutput_min); voutGHIJKLMNOPQRSTUV = vmaxq_s8(voutGHIJKLMNOPQRSTUV, voutput_min); vout0123456789ABCDEF = vminq_s8(vout0123456789ABCDEF, voutput_max); voutGHIJKLMNOPQRSTUV = vminq_s8(voutGHIJKLMNOPQRSTUV, voutput_max); vst1q_s8(output, vout0123456789ABCDEF); output += 16; vst1q_s8(output, voutGHIJKLMNOPQRSTUV); output += 16; channels -= 32; } if XNN_UNLIKELY(channels != 0) { do { 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, vget_low_s8(voutput_min)); vout01234567 = vmin_s8(vout01234567, vget_low_s8(voutput_max)); if XNN_LIKELY(channels >= 8) { vst1_s8(output, vout01234567); output += 8; channels -= 8; } else { 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); output += 1; } channels = 0; } } while (channels != 0); } }