// 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. $assert BATCH_TILE % 16 == 0 $assert BATCH_TILE >= 16 $SIMD_TILE = BATCH_TILE // 16 #include #include #include #include #include void xnn_f16_f32_vcvt_ukernel__avx512skx_x${BATCH_TILE}( size_t n, const void* input, float* output, const union xnn_f16_f32_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(n != 0); assert(n % sizeof(uint16_t) == 0); assert(input != NULL); assert(output != NULL); const uint16_t* i = (const uint16_t*) input; $if BATCH_TILE > 16: for (; n >= ${BATCH_TILE} * sizeof(uint16_t); n -= ${BATCH_TILE} * sizeof(uint16_t)) { const __m512 vacc0 = _mm512_cvtph_ps(_mm256_loadu_si256((const __m256i*) i)); $for N in range(1, SIMD_TILE): const __m512 vacc${N} = _mm512_cvtph_ps(_mm256_loadu_si256((const __m256i*) (i + ${N * 16}))); i += ${BATCH_TILE}; _mm512_storeu_ps(output, vacc0); $for N in range(1, SIMD_TILE): _mm512_storeu_ps(output + ${N * 16}, vacc${N}); output += ${BATCH_TILE}; } for (; n >= 16 * sizeof(uint16_t); n -= 16 * sizeof(uint16_t)) { const __m512 vacc = _mm512_cvtph_ps(_mm256_loadu_si256((const __m256i*) i)); i += 16; _mm512_storeu_ps(output, vacc); output += 16; } if XNN_UNLIKELY(n != 0) { assert(n >= 1 * sizeof(uint16_t)); assert(n <= 15 * sizeof(uint16_t)); // Prepare mask for valid 32-bit elements (depends on n). n >>= 1 /* log2(sizeof(uint16_t)) */; const __mmask16 vmask = _cvtu32_mask16((uint16_t) ((uint32_t) (UINT32_C(1) << n) - UINT32_C(1))); const __m512 vacc = _mm512_cvtph_ps(_mm256_maskz_loadu_epi16(vmask, i)); _mm512_mask_storeu_ps(output, vmask, vacc); } }