// 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_rmax_ukernel__f16c( size_t batch, const void* input, void* output) XNN_OOB_READS { assert(batch != 0); assert(batch % sizeof(uint16_t) == 0); assert(input != 0); assert(output != 0); const uint16_t* i = (const uint16_t*) input; __m128i vmax_init = _mm_shufflelo_epi16(_mm_loadl_epi64((const __m128i*) i), _MM_SHUFFLE(0, 0, 0, 0)); vmax_init = _mm_unpacklo_epi64(vmax_init, vmax_init); __m256 vmax0 = _mm256_cvtph_ps(vmax_init); __m256 vmax1 = vmax0; __m256 vmax2 = vmax0; __m256 vmax3 = vmax0; for (; batch >= 32 * sizeof(uint16_t); batch -= 32 * sizeof(uint16_t)) { const __m256 vx0 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); const __m256 vx1 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 8))); const __m256 vx2 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 16))); const __m256 vx3 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + 24))); i += 32; vmax0 = _mm256_max_ps(vmax0, vx0); vmax1 = _mm256_max_ps(vmax1, vx1); vmax2 = _mm256_max_ps(vmax2, vx2); vmax3 = _mm256_max_ps(vmax3, vx3); } __m256 vmax = _mm256_max_ps(_mm256_max_ps(vmax0, vmax1), _mm256_max_ps(vmax2, vmax3)); for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { const __m256 vx = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); i += 8; vmax = _mm256_max_ps(vmax, vx); } __m128 vmax_lo = _mm_max_ps(_mm256_castps256_ps128(vmax), _mm256_extractf128_ps(vmax, 1)); if XNN_UNLIKELY(batch != 0) { const __m256 vx = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); __m128 vx_lo = _mm256_castps256_ps128(vx); if (batch & (4 * sizeof(uint16_t))) { vmax_lo = _mm_max_ps(vmax_lo, vx_lo); vx_lo = _mm256_extractf128_ps(vx, 1); } if (batch & (2 * sizeof(uint16_t))) { vmax_lo = _mm_blend_ps(_mm_max_ps(vmax_lo, vx_lo), vmax_lo, 0xC); vx_lo = _mm_movehl_ps(vx_lo, vx_lo); } if (batch & (1 * sizeof(uint16_t))) { vmax_lo = _mm_max_ss(vmax_lo, vx_lo); } } vmax_lo = _mm_max_ps(vmax_lo, _mm_movehl_ps(vmax_lo, vmax_lo)); vmax_lo = _mm_max_ss(vmax_lo, _mm_movehdup_ps(vmax_lo)); *((uint16_t*) output) = (uint16_t) _mm_extract_epi16(_mm_cvtps_ph(vmax_lo, _MM_FROUND_TO_NEAREST_INT), 0); }