// Copyright 2021 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 "xnnpack/maxpool.h" #include "xnnpack/unaligned.h" void xnn_s8_maxpool_minmax_ukernel_9p8x__sse41_c16( size_t output_pixels, size_t kernel_elements, size_t channels, const int8_t** input, size_t input_offset, int8_t* output, size_t input_increment, size_t output_increment, const struct xnn_s8_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(output_pixels != 0); assert(kernel_elements != 0); assert(channels != 0); const __m128i voutput_max = _mm_set1_epi8(params->scalar.max); const __m128i voutput_min = _mm_set1_epi8(params->scalar.min); XNN_FORCE_REALIZATION(voutput_max); XNN_FORCE_REALIZATION(voutput_min); do { int8_t* o = output; { const int8_t* i0 = *input++; const int8_t* i1 = *input++; const int8_t* i2 = *input++; const int8_t* i3 = *input++; const int8_t* i4 = *input++; const int8_t* i5 = *input++; const int8_t* i6 = *input++; const int8_t* i7 = *input++; const int8_t* i8 = *input++; i0 = (const int8_t*) ((uintptr_t) i0 + input_offset); i1 = (const int8_t*) ((uintptr_t) i1 + input_offset); i2 = (const int8_t*) ((uintptr_t) i2 + input_offset); i3 = (const int8_t*) ((uintptr_t) i3 + input_offset); i4 = (const int8_t*) ((uintptr_t) i4 + input_offset); i5 = (const int8_t*) ((uintptr_t) i5 + input_offset); i6 = (const int8_t*) ((uintptr_t) i6 + input_offset); i7 = (const int8_t*) ((uintptr_t) i7 + input_offset); i8 = (const int8_t*) ((uintptr_t) i8 + input_offset); if (kernel_elements < 2) { i1 = i0; } if (kernel_elements <= 2) { i2 = i0; } if (kernel_elements < 4) { i3 = i0; } if (kernel_elements <= 4) { i4 = i0; } if (kernel_elements < 6) { i5 = i0; } if (kernel_elements <= 6) { i6 = i0; } if (kernel_elements < 8) { i7 = i0; } if (kernel_elements <= 8) { i8 = i0; } size_t c = channels; for (; c >= 16; c -= 16) { const __m128i vi0 = _mm_loadu_si128((const __m128i*) i0); i0 += 16; const __m128i vi1 = _mm_loadu_si128((const __m128i*) i1); i1 += 16; const __m128i vi2 = _mm_loadu_si128((const __m128i*) i2); i2 += 16; const __m128i vi3 = _mm_loadu_si128((const __m128i*) i3); i3 += 16; const __m128i vi4 = _mm_loadu_si128((const __m128i*) i4); i4 += 16; const __m128i vi5 = _mm_loadu_si128((const __m128i*) i5); i5 += 16; const __m128i vi6 = _mm_loadu_si128((const __m128i*) i6); i6 += 16; const __m128i vi7 = _mm_loadu_si128((const __m128i*) i7); i7 += 16; const __m128i vi8 = _mm_loadu_si128((const __m128i*) i8); i8 += 16; const __m128i vmax018 = _mm_max_epi8(_mm_max_epi8(vi0, vi1), vi8); const __m128i vmax23 = _mm_max_epi8(vi2, vi3); const __m128i vmax45 = _mm_max_epi8(vi4, vi5); const __m128i vmax67 = _mm_max_epi8(vi6, vi7); const __m128i vmax2345 = _mm_max_epi8(vmax23, vmax45); const __m128i vmax01678 = _mm_max_epi8(vmax018, vmax67); __m128i vout = _mm_max_epi8(vmax2345, vmax01678); vout = _mm_max_epi8(vout, voutput_min); vout = _mm_min_epi8(vout, voutput_max); _mm_storeu_si128((__m128i*) o, vout); o += 16; } if (c != 0) { const __m128i vi0 = _mm_loadu_si128((const __m128i*) i0); const __m128i vi1 = _mm_loadu_si128((const __m128i*) i1); const __m128i vi2 = _mm_loadu_si128((const __m128i*) i2); const __m128i vi3 = _mm_loadu_si128((const __m128i*) i3); const __m128i vi4 = _mm_loadu_si128((const __m128i*) i4); const __m128i vi5 = _mm_loadu_si128((const __m128i*) i5); const __m128i vi6 = _mm_loadu_si128((const __m128i*) i6); const __m128i vi7 = _mm_loadu_si128((const __m128i*) i7); const __m128i vi8 = _mm_loadu_si128((const __m128i*) i8); const __m128i vmax018 = _mm_max_epi8(_mm_max_epi8(vi0, vi1), vi8); const __m128i vmax23 = _mm_max_epi8(vi2, vi3); const __m128i vmax45 = _mm_max_epi8(vi4, vi5); const __m128i vmax67 = _mm_max_epi8(vi6, vi7); const __m128i vmax2345 = _mm_max_epi8(vmax23, vmax45); const __m128i vmax01678 = _mm_max_epi8(vmax018, vmax67); __m128i vout = _mm_max_epi8(vmax2345, vmax01678); vout = _mm_max_epi8(vout, voutput_min); vout = _mm_min_epi8(vout, voutput_max); if (c & 8) { _mm_storel_epi64((__m128i*) o, vout); vout = _mm_unpackhi_epi64(vout, vout); o += 8; } if (c & 4) { unaligned_store_u32(o, (uint32_t) _mm_cvtsi128_si32(vout)); vout = _mm_srli_epi64(vout, 32); o += 4; } if (c & 2) { unaligned_store_u16(o, (uint16_t) _mm_extract_epi16(vout, 0)); vout = _mm_srli_epi32(vout, 16); o += 2; } if (c & 1) { *o = (int8_t) _mm_cvtsi128_si32(vout); o += 1; } } } for (ptrdiff_t k = (ptrdiff_t) kernel_elements - 9; k > 0; k -= 8) { const int8_t* i0 = *input++; const int8_t* i1 = *input++; const int8_t* i2 = *input++; const int8_t* i3 = *input++; const int8_t* i4 = *input++; const int8_t* i5 = *input++; const int8_t* i6 = *input++; const int8_t* i7 = *input++; i0 = (const int8_t*) ((uintptr_t) i0 + input_offset); i1 = (const int8_t*) ((uintptr_t) i1 + input_offset); i2 = (const int8_t*) ((uintptr_t) i2 + input_offset); i3 = (const int8_t*) ((uintptr_t) i3 + input_offset); i4 = (const int8_t*) ((uintptr_t) i4 + input_offset); i5 = (const int8_t*) ((uintptr_t) i5 + input_offset); i6 = (const int8_t*) ((uintptr_t) i6 + input_offset); i7 = (const int8_t*) ((uintptr_t) i7 + input_offset); if (k < 2) { i1 = i0; } if (k <= 2) { i2 = i0; } if (k < 4) { i3 = i0; } if (k <= 4) { i4 = i0; } if (k < 6) { i5 = i0; } if (k <= 6) { i6 = i0; } if (k < 8) { i7 = i0; } o = output; size_t c = channels; for (; c >= 16; c -= 16) { const __m128i vi0 = _mm_loadu_si128((const __m128i*) i0); i0 += 16; const __m128i vi1 = _mm_loadu_si128((const __m128i*) i1); i1 += 16; const __m128i vi2 = _mm_loadu_si128((const __m128i*) i2); i2 += 16; const __m128i vi3 = _mm_loadu_si128((const __m128i*) i3); i3 += 16; const __m128i vi4 = _mm_loadu_si128((const __m128i*) i4); i4 += 16; const __m128i vi5 = _mm_loadu_si128((const __m128i*) i5); i5 += 16; const __m128i vi6 = _mm_loadu_si128((const __m128i*) i6); i6 += 16; const __m128i vi7 = _mm_loadu_si128((const __m128i*) i7); i7 += 16; const __m128i vo = _mm_loadu_si128((const __m128i*) o); const __m128i vmax01 = _mm_max_epi8(_mm_max_epi8(vi0, vi1), vo); const __m128i vmax23 = _mm_max_epi8(vi2, vi3); const __m128i vmax45 = _mm_max_epi8(vi4, vi5); const __m128i vmax67 = _mm_max_epi8(vi6, vi7); const __m128i vmax2345 = _mm_max_epi8(vmax23, vmax45); const __m128i vmax0167 = _mm_max_epi8(vmax01, vmax67); __m128i vout = _mm_max_epi8(vmax2345, vmax0167); vout = _mm_max_epi8(vout, voutput_min); vout = _mm_min_epi8(vout, voutput_max); _mm_storeu_si128((__m128i*) o, vout); o += 16; } if (c != 0) { const __m128i vi0 = _mm_loadu_si128((const __m128i*) i0); const __m128i vi1 = _mm_loadu_si128((const __m128i*) i1); const __m128i vi2 = _mm_loadu_si128((const __m128i*) i2); const __m128i vi3 = _mm_loadu_si128((const __m128i*) i3); const __m128i vi4 = _mm_loadu_si128((const __m128i*) i4); const __m128i vi5 = _mm_loadu_si128((const __m128i*) i5); const __m128i vi6 = _mm_loadu_si128((const __m128i*) i6); const __m128i vi7 = _mm_loadu_si128((const __m128i*) i7); const __m128i vo = _mm_loadu_si128((const __m128i*) o); const __m128i vmax01 = _mm_max_epi8(_mm_max_epi8(vi0, vi1), vo); const __m128i vmax23 = _mm_max_epi8(vi2, vi3); const __m128i vmax45 = _mm_max_epi8(vi4, vi5); const __m128i vmax67 = _mm_max_epi8(vi6, vi7); const __m128i vmax2345 = _mm_max_epi8(vmax23, vmax45); const __m128i vmax0167 = _mm_max_epi8(vmax01, vmax67); __m128i vout = _mm_max_epi8(vmax2345, vmax0167); vout = _mm_max_epi8(vout, voutput_min); vout = _mm_min_epi8(vout, voutput_max); if (c & 8) { _mm_storel_epi64((__m128i*) o, vout); vout = _mm_unpackhi_epi64(vout, vout); o += 8; } if (c & 4) { unaligned_store_u32(o, (uint32_t) _mm_cvtsi128_si32(vout)); vout = _mm_srli_epi64(vout, 32); o += 4; } if (c & 2) { unaligned_store_u16(o, (uint16_t) _mm_extract_epi16(vout, 0)); vout = _mm_srli_epi32(vout, 16); o += 2; } if (c & 1) { *o = (int8_t) _mm_cvtsi128_si32(vout); o += 1; } } } input = (const int8_t**) ((uintptr_t) input + input_increment); output = (int8_t*) ((uintptr_t) o + output_increment); } while (--output_pixels != 0); }