// Copyright 2022 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_f16_maxpool_minmax_ukernel_9p8x__f16c_c8( size_t output_pixels, size_t kernel_elements, size_t channels, const void** input, size_t input_offset, void* output, size_t input_increment, size_t output_increment, const union xnn_f16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(output_pixels != 0); assert(kernel_elements != 0); assert(channels != 0); const __m256 voutput_min = _mm256_load_ps(params->avx.min); const __m256 voutput_max = _mm256_load_ps(params->avx.max); do { uint16_t* o = output; { const uint16_t* i0 = *input++; const uint16_t* i1 = *input++; const uint16_t* i2 = *input++; const uint16_t* i3 = *input++; const uint16_t* i4 = *input++; const uint16_t* i5 = *input++; const uint16_t* i6 = *input++; const uint16_t* i7 = *input++; const uint16_t* i8 = *input++; i0 = (const uint16_t*) ((uintptr_t) i0 + input_offset); i1 = (const uint16_t*) ((uintptr_t) i1 + input_offset); i2 = (const uint16_t*) ((uintptr_t) i2 + input_offset); i3 = (const uint16_t*) ((uintptr_t) i3 + input_offset); i4 = (const uint16_t*) ((uintptr_t) i4 + input_offset); i5 = (const uint16_t*) ((uintptr_t) i5 + input_offset); i6 = (const uint16_t*) ((uintptr_t) i6 + input_offset); i7 = (const uint16_t*) ((uintptr_t) i7 + input_offset); i8 = (const uint16_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 >= 8; c -= 8) { const __m256 vi0 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i0)); i0 += 8; const __m256 vi1 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i1)); i1 += 8; const __m256 vi2 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i2)); i2 += 8; const __m256 vi3 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i3)); i3 += 8; const __m256 vi4 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i4)); i4 += 8; const __m256 vi5 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i5)); i5 += 8; const __m256 vi6 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i6)); i6 += 8; const __m256 vi7 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i7)); i7 += 8; const __m256 vi8 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i8)); i8 += 8; const __m256 vmax018 = _mm256_max_ps(_mm256_max_ps(vi0, vi1), vi8); const __m256 vmax23 = _mm256_max_ps(vi2, vi3); const __m256 vmax45 = _mm256_max_ps(vi4, vi5); const __m256 vmax67 = _mm256_max_ps(vi6, vi7); const __m256 vmax2345 = _mm256_max_ps(vmax23, vmax45); const __m256 vmax01678 = _mm256_max_ps(vmax018, vmax67); const __m256 vmax = _mm256_max_ps(vmax2345, vmax01678); const __m256 vout = _mm256_max_ps(_mm256_min_ps(vmax, voutput_max), voutput_min); _mm_storeu_si128((__m128i*) o, _mm256_cvtps_ph(vout, _MM_FROUND_TO_NEAREST_INT)); o += 8; } if (c != 0) { const __m256 vi0 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i0)); i0 += 8; const __m256 vi1 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i1)); i1 += 8; const __m256 vi2 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i2)); i2 += 8; const __m256 vi3 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i3)); i3 += 8; const __m256 vi4 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i4)); i4 += 8; const __m256 vi5 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i5)); i5 += 8; const __m256 vi6 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i6)); i6 += 8; const __m256 vi7 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i7)); i7 += 8; const __m256 vi8 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i8)); i8 += 8; const __m256 vmax018 = _mm256_max_ps(_mm256_max_ps(vi0, vi1), vi8); const __m256 vmax23 = _mm256_max_ps(vi2, vi3); const __m256 vmax45 = _mm256_max_ps(vi4, vi5); const __m256 vmax67 = _mm256_max_ps(vi6, vi7); const __m256 vmax2345 = _mm256_max_ps(vmax23, vmax45); const __m256 vmax01678 = _mm256_max_ps(vmax018, vmax67); const __m256 vmax = _mm256_max_ps(vmax2345, vmax01678); __m256 vout = _mm256_max_ps(_mm256_min_ps(vmax, voutput_max), voutput_min); __m128i vh = _mm256_cvtps_ph(vout, _MM_FROUND_TO_NEAREST_INT); if (c & 4) { _mm_storel_epi64((__m128i*) o, vh); vh = _mm_unpackhi_epi64(vh, vh); o += 4; } if (c & 2) { _mm_storeu_si32(o, vh); vh = _mm_srli_epi64(vh, 32); o += 2; } if (c & 1) { *o = _mm_extract_epi16(vh, 0); o += 1; } } } for (ptrdiff_t k = (ptrdiff_t) kernel_elements - 9; k > 0; k -= 8) { const uint16_t* i0 = *input++; const uint16_t* i1 = *input++; const uint16_t* i2 = *input++; const uint16_t* i3 = *input++; const uint16_t* i4 = *input++; const uint16_t* i5 = *input++; const uint16_t* i6 = *input++; const uint16_t* i7 = *input++; i0 = (const uint16_t*) ((uintptr_t) i0 + input_offset); i1 = (const uint16_t*) ((uintptr_t) i1 + input_offset); i2 = (const uint16_t*) ((uintptr_t) i2 + input_offset); i3 = (const uint16_t*) ((uintptr_t) i3 + input_offset); i4 = (const uint16_t*) ((uintptr_t) i4 + input_offset); i5 = (const uint16_t*) ((uintptr_t) i5 + input_offset); i6 = (const uint16_t*) ((uintptr_t) i6 + input_offset); i7 = (const uint16_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 >= 8; c -= 8) { const __m256 vi0 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i0)); i0 += 8; const __m256 vi1 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i1)); i1 += 8; const __m256 vi2 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i2)); i2 += 8; const __m256 vi3 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i3)); i3 += 8; const __m256 vi4 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i4)); i4 += 8; const __m256 vi5 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i5)); i5 += 8; const __m256 vi6 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i6)); i6 += 8; const __m256 vi7 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i7)); i7 += 8; const __m256 vo = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) o)); const __m256 vmax01 = _mm256_max_ps(_mm256_max_ps(vi0, vi1), vo); const __m256 vmax23 = _mm256_max_ps(vi2, vi3); const __m256 vmax45 = _mm256_max_ps(vi4, vi5); const __m256 vmax67 = _mm256_max_ps(vi6, vi7); const __m256 vmax2345 = _mm256_max_ps(vmax23, vmax45); const __m256 vmax0167 = _mm256_max_ps(vmax01, vmax67); const __m256 vmax = _mm256_max_ps(vmax2345, vmax0167); const __m256 vout = _mm256_max_ps(_mm256_min_ps(vmax, voutput_max), voutput_min); _mm_storeu_si128((__m128i*) o, _mm256_cvtps_ph(vout, _MM_FROUND_TO_NEAREST_INT)); o += 8; } if (c != 0) { const __m256 vi0 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i0)); const __m256 vi1 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i1)); const __m256 vi2 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i2)); const __m256 vi3 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i3)); const __m256 vi4 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i4)); const __m256 vi5 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i5)); const __m256 vi6 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i6)); const __m256 vi7 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i7)); const __m256 vo = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) o)); const __m256 vmax01 = _mm256_max_ps(_mm256_max_ps(vi0, vi1), vo); const __m256 vmax23 = _mm256_max_ps(vi2, vi3); const __m256 vmax45 = _mm256_max_ps(vi4, vi5); const __m256 vmax67 = _mm256_max_ps(vi6, vi7); const __m256 vmax2345 = _mm256_max_ps(vmax23, vmax45); const __m256 vmax0167 = _mm256_max_ps(vmax01, vmax67); const __m256 vmax = _mm256_max_ps(vmax2345, vmax0167); __m256 vout = _mm256_max_ps(_mm256_min_ps(vmax, voutput_max), voutput_min); __m128i vh = _mm256_cvtps_ph(vout, _MM_FROUND_TO_NEAREST_INT); if (c & 4) { _mm_storel_epi64((__m128i*) o, vh); vh = _mm_unpackhi_epi64(vh, vh); o += 4; } if (c & 2) { _mm_storeu_si32(o, vh); vh = _mm_srli_epi64(vh, 32); o += 2; } if (c & 1) { *o = _mm_extract_epi16(vh, 0); o += 1; } } } input = (const void**) ((uintptr_t) input + input_increment); output = (uint16_t*) ((uintptr_t) o + output_increment); } while (--output_pixels != 0); }