| // 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] |
| $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" |
| #include <assert.h> |
| |
| #include <${SSE_HEADER}> |
| |
| #include <xnnpack/common.h> |
| #include <xnnpack/vcvt.h> |
| |
| |
| $ISA = "avx" if AVX else {2: "sse2", 4: "sse41"}[SSE] |
| void xnn_f16_f32_vcvt_ukernel__${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)); |
| } |
| } |
| } |