// 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. $assert BATCH_TILE % 8 == 0 $assert BATCH_TILE >= 8 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include #include void xnn_f16_vhswish_ukernel__f16c_x${BATCH_TILE}( size_t batch, const void* restrict input, void* restrict output, const union xnn_f16_hswish_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(batch != 0); assert(batch % sizeof(uint16_t) == 0); assert(input != NULL); assert(output != NULL); const uint16_t* i = (const uint16_t*) input; uint16_t* o = (uint16_t*) output; const __m256 vsixth = _mm256_load_ps(params->avx.sixth); const __m256 vthree = _mm256_load_ps(params->avx.three); const __m128i vsix = _mm_load_si128((const __m128i*) params->avx.six); const __m128i vzero = _mm_setzero_si128(); $if BATCH_TILE > 8: for (; batch >= ${BATCH_TILE} * sizeof(uint16_t); batch -= ${BATCH_TILE} * sizeof(uint16_t)) { __m256 vx${ABC[0:8]} = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); $for N in range(8, BATCH_TILE, 8): __m256 vx${ABC[N:N+8]} = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i + ${N}))); i += ${BATCH_TILE}; $for N in range(0, BATCH_TILE, 8): __m128i vacc${ABC[N:N+8]} = _mm256_cvtps_ph(_mm256_add_ps(vx${ABC[N:N+8]}, vthree), _MM_FROUND_TO_NEAREST_INT); vx${ABC[N:N+8]} = _mm256_cvtph_ps(_mm256_cvtps_ph(_mm256_mul_ps(vx${ABC[N:N+8]}, vsixth), _MM_FROUND_TO_NEAREST_INT)); $for N in range(0, BATCH_TILE, 8): vacc${ABC[N:N+8]} = _mm_max_epi16(vacc${ABC[N:N+8]}, vzero); $for N in range(0, BATCH_TILE, 8): vacc${ABC[N:N+8]} = _mm_min_epi16(vacc${ABC[N:N+8]}, vsix); $for N in range(0, BATCH_TILE, 8): vacc${ABC[N:N+8]} = _mm256_cvtps_ph(_mm256_mul_ps(_mm256_cvtph_ps(vacc${ABC[N:N+8]}), vx${ABC[N:N+8]}), _MM_FROUND_TO_NEAREST_INT); _mm_storeu_si128((__m128i*) o, vacc${ABC[0:8]}); $for N in range(8, BATCH_TILE, 8): _mm_storeu_si128((__m128i*) (o + ${N}), vacc${ABC[N:N+8]}); o += ${BATCH_TILE}; } for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { __m256 vx = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); i += 8; __m128i vacc = _mm256_cvtps_ph(_mm256_add_ps(vx, vthree), _MM_FROUND_TO_NEAREST_INT); vx = _mm256_cvtph_ps(_mm256_cvtps_ph(_mm256_mul_ps(vx, vsixth), _MM_FROUND_TO_NEAREST_INT)); vacc = _mm_max_epi16(vacc, vzero); vacc = _mm_min_epi16(vacc, vsix); vacc = _mm256_cvtps_ph(_mm256_mul_ps(_mm256_cvtph_ps(vacc), vx), _MM_FROUND_TO_NEAREST_INT); _mm_storeu_si128((__m128i*) o, vacc); o += 8; } if XNN_UNLIKELY(batch != 0) { __m256 vx = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i)); __m128i vacc = _mm256_cvtps_ph(_mm256_add_ps(vx, vthree), _MM_FROUND_TO_NEAREST_INT); vx = _mm256_cvtph_ps(_mm256_cvtps_ph(_mm256_mul_ps(vx, vsixth), _MM_FROUND_TO_NEAREST_INT)); vacc = _mm_max_epi16(vacc, vzero); vacc = _mm_min_epi16(vacc, vsix); vacc = _mm256_cvtps_ph(_mm256_mul_ps(_mm256_cvtph_ps(vacc), vx), _MM_FROUND_TO_NEAREST_INT); if (batch & (4 * sizeof(uint16_t))) { _mm_storel_epi64((__m128i*) o, vacc); vacc = _mm_unpackhi_epi64(vacc, vacc); o += 4; } if (batch & (2 * sizeof(uint16_t))) { _mm_storeu_si32(o, vacc); vacc = _mm_srli_epi64(vacc, 32); o += 2; } if (batch & (1 * sizeof(uint16_t))) { *o = (uint16_t) _mm_extract_epi16(vacc, 0); } } }