// Auto-generated file. Do not edit! // Template: src/qs8-gavgpool/unipass-sse4.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_qu8_gavgpool_minmax_fp32_ukernel_7x__sse41_c24( size_t rows, size_t channels, const uint8_t* input, size_t input_stride, const uint8_t* zero, uint8_t* output, const union xnn_qu8_avgpool_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(rows != 0); assert(rows <= 7); assert(channels != 0); const uint8_t* i0 = input; const uint8_t* i1 = (const uint8_t*) ((uintptr_t) i0 + input_stride); if XNN_UNPREDICTABLE(rows < 2) { i1 = zero; } const uint8_t* i2 = (const uint8_t*) ((uintptr_t) i1 + input_stride); if XNN_UNPREDICTABLE(rows <= 2) { i2 = zero; } const uint8_t* i3 = (const uint8_t*) ((uintptr_t) i2 + input_stride); if XNN_UNPREDICTABLE(rows < 4) { i3 = zero; } const uint8_t* i4 = (const uint8_t*) ((uintptr_t) i3 + input_stride); if XNN_UNPREDICTABLE(rows <= 4) { i4 = zero; } const uint8_t* i5 = (const uint8_t*) ((uintptr_t) i4 + input_stride); if XNN_UNPREDICTABLE(rows < 6) { i5 = zero; } const uint8_t* i6 = (const uint8_t*) ((uintptr_t) i5 + input_stride); if XNN_UNPREDICTABLE(rows <= 6) { i6 = zero; } const __m128i vinit_bias = _mm_load_si128((const __m128i*) params->fp32_sse4.init_bias); const __m128 vscale = _mm_load_ps(params->fp32_sse4.scale); const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse4.output_max_less_zero_point); const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse4.output_zero_point); const __m128i voutput_min = _mm_load_si128((const __m128i*) params->fp32_sse4.output_min); for (; channels >= 24; channels -= 24) { const __m128i vxi0x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i0)); const __m128i vxi0x89ABCDEF = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i0 + 8))); const __m128i vxi0xGHIJKLMN = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i0 + 16))); i0 += 24; const __m128i vxi1x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i1)); const __m128i vxi1x89ABCDEF = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i1 + 8))); const __m128i vxi1xGHIJKLMN = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i1 + 16))); i1 += 24; __m128i vacc01234567 = _mm_add_epi16(vxi0x01234567, vxi1x01234567); const __m128i vxi2x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i2)); __m128i vacc89ABCDEF = _mm_add_epi16(vxi0x89ABCDEF, vxi1x89ABCDEF); const __m128i vxi2x89ABCDEF = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i2 + 8))); __m128i vaccGHIJKLMN = _mm_add_epi16(vxi0xGHIJKLMN, vxi1xGHIJKLMN); const __m128i vxi2xGHIJKLMN = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i2 + 16))); i2 += 24; vacc01234567 = _mm_add_epi16(vacc01234567, vxi2x01234567); const __m128i vxi3x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i3)); vacc89ABCDEF = _mm_add_epi16(vacc89ABCDEF, vxi2x89ABCDEF); const __m128i vxi3x89ABCDEF = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i3 + 8))); vaccGHIJKLMN = _mm_add_epi16(vaccGHIJKLMN, vxi2xGHIJKLMN); const __m128i vxi3xGHIJKLMN = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i3 + 16))); i3 += 24; vacc01234567 = _mm_add_epi16(vacc01234567, vxi3x01234567); const __m128i vxi4x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i4)); vacc89ABCDEF = _mm_add_epi16(vacc89ABCDEF, vxi3x89ABCDEF); const __m128i vxi4x89ABCDEF = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i4 + 8))); vaccGHIJKLMN = _mm_add_epi16(vaccGHIJKLMN, vxi3xGHIJKLMN); const __m128i vxi4xGHIJKLMN = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i4 + 16))); i4 += 24; vacc01234567 = _mm_add_epi16(vacc01234567, vxi4x01234567); const __m128i vxi5x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i5)); vacc89ABCDEF = _mm_add_epi16(vacc89ABCDEF, vxi4x89ABCDEF); const __m128i vxi5x89ABCDEF = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i5 + 8))); vaccGHIJKLMN = _mm_add_epi16(vaccGHIJKLMN, vxi4xGHIJKLMN); const __m128i vxi5xGHIJKLMN = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i5 + 16))); i5 += 24; vacc01234567 = _mm_add_epi16(vacc01234567, vxi5x01234567); const __m128i vxi6x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i6)); vacc89ABCDEF = _mm_add_epi16(vacc89ABCDEF, vxi5x89ABCDEF); const __m128i vxi6x89ABCDEF = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i6 + 8))); vaccGHIJKLMN = _mm_add_epi16(vaccGHIJKLMN, vxi5xGHIJKLMN); const __m128i vxi6xGHIJKLMN = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) (i6 + 16))); i6 += 24; vacc01234567 = _mm_add_epi16(vacc01234567, vxi6x01234567); vacc89ABCDEF = _mm_add_epi16(vacc89ABCDEF, vxi6x89ABCDEF); vaccGHIJKLMN = _mm_add_epi16(vaccGHIJKLMN, vxi6xGHIJKLMN); const __m128i vzero = _mm_setzero_si128(); __m128i vacc0123 = _mm_cvtepu16_epi32(vacc01234567); __m128i vacc4567 = _mm_unpackhi_epi16(vacc01234567, vzero); __m128i vacc89AB = _mm_cvtepu16_epi32(vacc89ABCDEF); __m128i vaccCDEF = _mm_unpackhi_epi16(vacc89ABCDEF, vzero); __m128i vaccGHIJ = _mm_cvtepu16_epi32(vaccGHIJKLMN); __m128i vaccKLMN = _mm_unpackhi_epi16(vaccGHIJKLMN, vzero); vacc0123 = _mm_add_epi32(vacc0123, vinit_bias); vacc4567 = _mm_add_epi32(vacc4567, vinit_bias); vacc89AB = _mm_add_epi32(vacc89AB, vinit_bias); vaccCDEF = _mm_add_epi32(vaccCDEF, vinit_bias); vaccGHIJ = _mm_add_epi32(vaccGHIJ, vinit_bias); vaccKLMN = _mm_add_epi32(vaccKLMN, vinit_bias); __m128 vfpacc0123 = _mm_cvtepi32_ps(vacc0123); __m128 vfpacc4567 = _mm_cvtepi32_ps(vacc4567); __m128 vfpacc89AB = _mm_cvtepi32_ps(vacc89AB); __m128 vfpaccCDEF = _mm_cvtepi32_ps(vaccCDEF); __m128 vfpaccGHIJ = _mm_cvtepi32_ps(vaccGHIJ); __m128 vfpaccKLMN = _mm_cvtepi32_ps(vaccKLMN); vfpacc0123 = _mm_mul_ps(vfpacc0123, vscale); vfpacc4567 = _mm_mul_ps(vfpacc4567, vscale); vfpacc89AB = _mm_mul_ps(vfpacc89AB, vscale); vfpaccCDEF = _mm_mul_ps(vfpaccCDEF, vscale); vfpaccGHIJ = _mm_mul_ps(vfpaccGHIJ, vscale); vfpaccKLMN = _mm_mul_ps(vfpaccKLMN, vscale); vfpacc0123 = _mm_min_ps(vfpacc0123, voutput_max_less_zero_point); vfpacc4567 = _mm_min_ps(vfpacc4567, voutput_max_less_zero_point); vfpacc89AB = _mm_min_ps(vfpacc89AB, voutput_max_less_zero_point); vfpaccCDEF = _mm_min_ps(vfpaccCDEF, voutput_max_less_zero_point); vfpaccGHIJ = _mm_min_ps(vfpaccGHIJ, voutput_max_less_zero_point); vfpaccKLMN = _mm_min_ps(vfpaccKLMN, voutput_max_less_zero_point); vacc0123 = _mm_cvtps_epi32(vfpacc0123); vacc4567 = _mm_cvtps_epi32(vfpacc4567); vacc89AB = _mm_cvtps_epi32(vfpacc89AB); vaccCDEF = _mm_cvtps_epi32(vfpaccCDEF); vaccGHIJ = _mm_cvtps_epi32(vfpaccGHIJ); vaccKLMN = _mm_cvtps_epi32(vfpaccKLMN); __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point); __m128i vout89ABCDEF = _mm_adds_epi16(_mm_packs_epi32(vacc89AB, vaccCDEF), voutput_zero_point); __m128i voutGHIJKLMN = _mm_adds_epi16(_mm_packs_epi32(vaccGHIJ, vaccKLMN), voutput_zero_point); __m128i vout0123456789ABCDEF = _mm_packus_epi16(vout01234567, vout89ABCDEF); __m128i voutGHIJKLMNGHIJKLMN = _mm_packus_epi16(voutGHIJKLMN, voutGHIJKLMN); vout0123456789ABCDEF = _mm_max_epu8(vout0123456789ABCDEF, voutput_min); voutGHIJKLMNGHIJKLMN = _mm_max_epu8(voutGHIJKLMNGHIJKLMN, voutput_min); _mm_storeu_si128((__m128i*) output, vout0123456789ABCDEF); _mm_storel_epi64((__m128i*) (output + 16), voutGHIJKLMNGHIJKLMN); output += 24; } if XNN_UNLIKELY(channels != 0) { do { const __m128i vxi0x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i0)); i0 += 8; const __m128i vxi1x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i1)); i1 += 8; __m128i vacc01234567 = _mm_add_epi16(vxi0x01234567, vxi1x01234567); const __m128i vxi2x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i2)); i2 += 8; vacc01234567 = _mm_add_epi16(vacc01234567, vxi2x01234567); const __m128i vxi3x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i3)); i3 += 8; vacc01234567 = _mm_add_epi16(vacc01234567, vxi3x01234567); const __m128i vxi4x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i4)); i4 += 8; vacc01234567 = _mm_add_epi16(vacc01234567, vxi4x01234567); const __m128i vxi5x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i5)); i5 += 8; vacc01234567 = _mm_add_epi16(vacc01234567, vxi5x01234567); const __m128i vxi6x01234567 = _mm_cvtepu8_epi16(_mm_loadl_epi64((const __m128i*) i6)); i6 += 8; vacc01234567 = _mm_add_epi16(vacc01234567, vxi6x01234567); __m128i vacc0123 = _mm_cvtepu16_epi32(vacc01234567); __m128i vacc4567 = _mm_unpackhi_epi16(vacc01234567, _mm_setzero_si128()); vacc0123 = _mm_add_epi32(vacc0123, vinit_bias); vacc4567 = _mm_add_epi32(vacc4567, vinit_bias); __m128 vfpacc0123 = _mm_cvtepi32_ps(vacc0123); __m128 vfpacc4567 = _mm_cvtepi32_ps(vacc4567); vfpacc0123 = _mm_mul_ps(vfpacc0123, vscale); vfpacc4567 = _mm_mul_ps(vfpacc4567, vscale); vfpacc0123 = _mm_min_ps(vfpacc0123, voutput_max_less_zero_point); vfpacc4567 = _mm_min_ps(vfpacc4567, voutput_max_less_zero_point); vacc0123 = _mm_cvtps_epi32(vfpacc0123); vacc4567 = _mm_cvtps_epi32(vfpacc4567); __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point); __m128i vout0123456701234567 = _mm_packus_epi16(vout01234567, vout01234567); vout0123456701234567 = _mm_max_epu8(vout0123456701234567, voutput_min); if XNN_LIKELY(channels >= 8) { _mm_storel_epi64((__m128i*) output, vout0123456701234567); output += 8; channels -= 8; } else { if (channels & 4) { unaligned_store_u32(output, (uint32_t) _mm_cvtsi128_si32(vout0123456701234567)); vout0123456701234567 = _mm_srli_epi64(vout0123456701234567, 32); output += 4; } if (channels & 2) { unaligned_store_u16(output, (uint16_t) _mm_extract_epi16(vout0123456701234567, 0)); vout0123456701234567 = _mm_srli_epi32(vout0123456701234567, 16); output += 2; } if (channels & 1) { *output = (uint8_t) _mm_extract_epi8(vout0123456701234567, 0); output += 1; } channels = 0; } } while (channels != 0); } }