// 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 SSE in [2, 4] $assert not AVX or SSE == 4 $assert BATCH_TILE % 8 == 0 $assert BATCH_TILE >= 8 $SIMD_TILE = BATCH_TILE // 8 $SSE_HEADER = {2: "emmintrin.h", 4: "smmintrin.h"}[SSE] $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include <${SSE_HEADER}> #include #include $ISA = "avx" if AVX else {2: "sse2", 4: "sse41"}[SSE] void xnn_f16_f32_vcvt_ukernel__${ISA}_int16_x${BATCH_TILE}( size_t n, const void* input, float* output, const union xnn_f16_f32_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(n != 0); assert(n % sizeof(uint16_t) == 0); assert(input != NULL); assert(output != NULL); const __m128i vsign_mask = _mm_load_si128((const __m128i*) params->sse_int16.sign_mask); const __m128i vexp_offset = _mm_load_si128((const __m128i*) params->sse_int16.exp_offset); const __m128 vexp_scale = _mm_load_ps(params->sse_int16.exp_scale); const __m128i vmagic_mask = _mm_load_si128((const __m128i*) params->sse_int16.magic_mask); const __m128 vmagic_bias = _mm_load_ps(params->sse_int16.magic_bias); const __m128i vdenorm_cutoff = _mm_load_si128((const __m128i*) params->sse_int16.denorm_cutoff); const uint16_t* i = (const uint16_t*) input; $if BATCH_TILE > 8: for (; n >= ${BATCH_TILE} * sizeof(uint16_t); n -= ${BATCH_TILE} * sizeof(uint16_t)) { const __m128i vh0 = _mm_loadu_si128((const __m128i*) i); $for N in range(1, SIMD_TILE): const __m128i vh${N} = _mm_loadu_si128((const __m128i*) (i + ${N * 8})); i += ${BATCH_TILE}; $for N in range(SIMD_TILE): const __m128i vsign${N} = _mm_and_si128(vh${N}, vsign_mask); $for N in range(SIMD_TILE): const __m128i vnonsign${N} = _mm_xor_si128(vh${N}, vsign${N}); $for N in range(SIMD_TILE): const __m128i vprenorm${2*N} = _mm_slli_epi16(vnonsign${N}, 13); const __m128i vprenorm${2*N+1} = _mm_add_epi16(_mm_srli_epi16(vnonsign${N}, 3), vexp_offset); $for N in range(SIMD_TILE): const __m128i vnorm${2*N} = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_unpacklo_epi16(vprenorm${2*N}, vprenorm${2*N+1})), vexp_scale)); const __m128i vnorm${2*N+1} = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_unpackhi_epi16(vprenorm${2*N}, vprenorm${2*N+1})), vexp_scale)); $for N in range(SIMD_TILE): const __m128i vdenorm${2*N} = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_unpacklo_epi16(vnonsign${N}, vmagic_mask)), vmagic_bias)); const __m128i vdenorm${2*N+1} = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_unpackhi_epi16(vnonsign${N}, vmagic_mask)), vmagic_bias)); $for N in range(SIMD_TILE): const __m128i vmask${N} = _mm_cmpgt_epi16(vnonsign${N}, vdenorm_cutoff); $for N in range(SIMD_TILE): $if SSE == 4: const __m128i vf${2*N} = _mm_or_si128(_mm_unpacklo_epi16(_mm_setzero_si128(), vsign${N}), _mm_blendv_epi8(vdenorm${2*N}, vnorm${2*N}, _mm_cvtepi16_epi32(vmask${N}))); const __m128i vf${2*N+1} = _mm_or_si128(_mm_unpackhi_epi16(_mm_setzero_si128(), vsign${N}), _mm_blendv_epi8(vdenorm${2*N+1}, vnorm${2*N+1}, _mm_unpackhi_epi16(vmask${N}, vmask${N}))); $else: const __m128i vxmask${2*N} = _mm_unpacklo_epi16(vmask${N}, vmask${N}); const __m128i vf${2*N} = _mm_or_si128(_mm_unpacklo_epi16(_mm_setzero_si128(), vsign${N}), _mm_or_si128(_mm_and_si128(vxmask${2*N}, vnorm${2*N}), _mm_andnot_si128(vxmask${2*N}, vdenorm${2*N}))); const __m128i vxmask${2*N+1} = _mm_unpackhi_epi16(vmask${N}, vmask${N}); const __m128i vf${2*N+1} = _mm_or_si128(_mm_unpackhi_epi16(_mm_setzero_si128(), vsign${N}), _mm_or_si128(_mm_and_si128(vxmask${2*N+1}, vnorm${2*N+1}), _mm_andnot_si128(vxmask${2*N+1}, vdenorm${2*N+1}))); _mm_storeu_ps(output, _mm_castsi128_ps(vf0)); $for N in range(1, 2*SIMD_TILE): _mm_storeu_ps(output + ${N * 4}, _mm_castsi128_ps(vf${N})); output += ${BATCH_TILE}; } for (; n >= 8 * sizeof(uint16_t); n -= 8 * sizeof(uint16_t)) { const __m128i vh = _mm_loadu_si128((const __m128i*) i); i += 8; const __m128i vsign = _mm_and_si128(vh, vsign_mask); const __m128i vnonsign = _mm_xor_si128(vh, vsign); const __m128i vprenorm_lo = _mm_slli_epi16(vnonsign, 13); const __m128i vprenorm_hi = _mm_add_epi16(_mm_srli_epi16(vnonsign, 3), vexp_offset); const __m128i vnorm_lo = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_unpacklo_epi16(vprenorm_lo, vprenorm_hi)), vexp_scale)); const __m128i vnorm_hi = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_unpackhi_epi16(vprenorm_lo, vprenorm_hi)), vexp_scale)); const __m128i vdenorm_lo = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_unpacklo_epi16(vnonsign, vmagic_mask)), vmagic_bias)); const __m128i vdenorm_hi = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_unpackhi_epi16(vnonsign, vmagic_mask)), vmagic_bias)); const __m128i vmask = _mm_cmpgt_epi16(vnonsign, vdenorm_cutoff); $if SSE == 4: const __m128i vf_lo = _mm_or_si128(_mm_unpacklo_epi16(_mm_setzero_si128(), vsign), _mm_blendv_epi8(vdenorm_lo, vnorm_lo, _mm_cvtepi16_epi32(vmask))); $else: const __m128i vxmask_lo = _mm_unpacklo_epi16(vmask, vmask); const __m128i vf_lo = _mm_or_si128(_mm_unpacklo_epi16(_mm_setzero_si128(), vsign), _mm_or_si128(_mm_and_si128(vxmask_lo, vnorm_lo), _mm_andnot_si128(vxmask_lo, vdenorm_lo))); $if SSE == 4: const __m128i vf_hi = _mm_or_si128(_mm_unpackhi_epi16(_mm_setzero_si128(), vsign), _mm_blendv_epi8(vdenorm_hi, vnorm_hi, _mm_unpackhi_epi16(vmask, vmask))); $else: const __m128i vxmask_hi = _mm_unpackhi_epi16(vmask, vmask); const __m128i vf_hi = _mm_or_si128(_mm_unpackhi_epi16(_mm_setzero_si128(), vsign), _mm_or_si128(_mm_and_si128(vxmask_hi, vnorm_hi), _mm_andnot_si128(vxmask_hi, vdenorm_hi))); _mm_storeu_ps(output, _mm_castsi128_ps(vf_lo)); _mm_storeu_ps(output + 4, _mm_castsi128_ps(vf_hi)); output += 8; } if XNN_UNPREDICTABLE(n != 0) { const __m128i vh = _mm_loadu_si128((const __m128i*) i); const __m128i vsign = _mm_and_si128(vh, vsign_mask); const __m128i vnonsign = _mm_xor_si128(vh, vsign); const __m128i vprenorm_lo = _mm_slli_epi16(vnonsign, 13); const __m128i vprenorm_hi = _mm_add_epi16(_mm_srli_epi16(vnonsign, 3), vexp_offset); const __m128i vnorm_lo = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_unpacklo_epi16(vprenorm_lo, vprenorm_hi)), vexp_scale)); const __m128i vnorm_hi = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_unpackhi_epi16(vprenorm_lo, vprenorm_hi)), vexp_scale)); const __m128i vdenorm_lo = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_unpacklo_epi16(vnonsign, vmagic_mask)), vmagic_bias)); const __m128i vdenorm_hi = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_unpackhi_epi16(vnonsign, vmagic_mask)), vmagic_bias)); const __m128i vmask = _mm_cmpgt_epi16(vnonsign, vdenorm_cutoff); $if SSE == 4: __m128i vf = _mm_or_si128(_mm_unpacklo_epi16(_mm_setzero_si128(), vsign), _mm_blendv_epi8(vdenorm_lo, vnorm_lo, _mm_cvtepi16_epi32(vmask))); $else: const __m128i vxmask_lo = _mm_unpacklo_epi16(vmask, vmask); __m128i vf = _mm_or_si128(_mm_unpacklo_epi16(_mm_setzero_si128(), vsign), _mm_or_si128(_mm_and_si128(vxmask_lo, vnorm_lo), _mm_andnot_si128(vxmask_lo, vdenorm_lo))); if (n & (4 * sizeof(uint16_t))) { _mm_storeu_ps(output, _mm_castsi128_ps(vf)); output += 4; $if SSE == 4: vf = _mm_or_si128(_mm_unpackhi_epi16(_mm_setzero_si128(), vsign), _mm_blendv_epi8(vdenorm_hi, vnorm_hi, _mm_unpackhi_epi16(vmask, vmask))); $else: const __m128i vxmask_hi = _mm_unpackhi_epi16(vmask, vmask); vf = _mm_or_si128(_mm_unpackhi_epi16(_mm_setzero_si128(), vsign), _mm_or_si128(_mm_and_si128(vxmask_hi, vnorm_hi), _mm_andnot_si128(vxmask_hi, vdenorm_hi))); } if (n & (2 * sizeof(uint16_t))) { _mm_storel_pi((__m64*) output, _mm_castsi128_ps(vf)); output += 2; vf = _mm_castps_si128(_mm_movehl_ps(_mm_castsi128_ps(vf), _mm_castsi128_ps(vf))); } if (n & (1 * sizeof(uint16_t))) { _mm_store_ss(output, _mm_castsi128_ps(vf)); } } }