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#include <assert.h> |
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#include <smmintrin.h> |
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#include <xnnpack/common.h> |
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#include <xnnpack/vcvt.h> |
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void xnn_f16_f32_vcvt_ukernel__avx_int32_x32( |
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size_t batch, |
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const void* input, |
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float* output, |
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const union xnn_f16_f32_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS |
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{ |
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assert(batch != 0); |
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assert(batch % sizeof(uint16_t) == 0); |
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assert(input != NULL); |
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assert(output != NULL); |
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const __m128i vsign_mask = _mm_load_si128((const __m128i*) params->sse_int32.sign_mask); |
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const __m128i vexp_offset = _mm_load_si128((const __m128i*) params->sse_int32.exp_offset); |
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const __m128 vexp_scale = _mm_load_ps(params->sse_int32.exp_scale); |
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const __m128i vmagic_bias = _mm_load_si128((const __m128i*) params->sse_int32.magic_bias); |
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const __m128i vdenorm_cutoff = _mm_load_si128((const __m128i*) params->sse_int32.denorm_cutoff); |
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const uint16_t* i = (const uint16_t*) input; |
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for (; batch >= 32 * sizeof(uint16_t); batch -= 32 * sizeof(uint16_t)) { |
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const __m128i vh0 = _mm_loadu_si128((const __m128i*) i); |
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const __m128i vh1 = _mm_loadu_si128((const __m128i*) (i + 8)); |
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const __m128i vh2 = _mm_loadu_si128((const __m128i*) (i + 16)); |
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const __m128i vh3 = _mm_loadu_si128((const __m128i*) (i + 24)); |
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i += 32; |
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const __m128i vw0 = _mm_unpacklo_epi16(_mm_setzero_si128(), vh0); |
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const __m128i vw1 = _mm_unpackhi_epi16(_mm_setzero_si128(), vh0); |
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const __m128i vw2 = _mm_unpacklo_epi16(_mm_setzero_si128(), vh1); |
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const __m128i vw3 = _mm_unpackhi_epi16(_mm_setzero_si128(), vh1); |
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const __m128i vw4 = _mm_unpacklo_epi16(_mm_setzero_si128(), vh2); |
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const __m128i vw5 = _mm_unpackhi_epi16(_mm_setzero_si128(), vh2); |
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const __m128i vw6 = _mm_unpacklo_epi16(_mm_setzero_si128(), vh3); |
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const __m128i vw7 = _mm_unpackhi_epi16(_mm_setzero_si128(), vh3); |
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const __m128i vsign0 = _mm_and_si128(vw0, vsign_mask); |
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const __m128i vsign1 = _mm_and_si128(vw1, vsign_mask); |
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const __m128i vsign2 = _mm_and_si128(vw2, vsign_mask); |
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const __m128i vsign3 = _mm_and_si128(vw3, vsign_mask); |
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const __m128i vsign4 = _mm_and_si128(vw4, vsign_mask); |
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const __m128i vsign5 = _mm_and_si128(vw5, vsign_mask); |
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const __m128i vsign6 = _mm_and_si128(vw6, vsign_mask); |
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const __m128i vsign7 = _mm_and_si128(vw7, vsign_mask); |
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const __m128i vnonsign0 = _mm_xor_si128(vw0, vsign0); |
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const __m128i vnonsign1 = _mm_xor_si128(vw1, vsign1); |
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const __m128i vnonsign2 = _mm_xor_si128(vw2, vsign2); |
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const __m128i vnonsign3 = _mm_xor_si128(vw3, vsign3); |
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const __m128i vnonsign4 = _mm_xor_si128(vw4, vsign4); |
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const __m128i vnonsign5 = _mm_xor_si128(vw5, vsign5); |
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const __m128i vnonsign6 = _mm_xor_si128(vw6, vsign6); |
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const __m128i vnonsign7 = _mm_xor_si128(vw7, vsign7); |
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const __m128i vnorm0 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign0, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm1 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign1, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm2 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign2, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm3 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign3, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm4 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign4, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm5 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign5, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm6 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign6, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm7 = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign7, 3), vexp_offset)), vexp_scale)); |
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const __m128i vdenorm0 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign0, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm1 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign1, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm2 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign2, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm3 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign3, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm4 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign4, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm5 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign5, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm6 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign6, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm7 = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign7, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vmask0 = _mm_cmpgt_epi32(vnonsign0, vdenorm_cutoff); |
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const __m128i vmask1 = _mm_cmpgt_epi32(vnonsign1, vdenorm_cutoff); |
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const __m128i vmask2 = _mm_cmpgt_epi32(vnonsign2, vdenorm_cutoff); |
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const __m128i vmask3 = _mm_cmpgt_epi32(vnonsign3, vdenorm_cutoff); |
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const __m128i vmask4 = _mm_cmpgt_epi32(vnonsign4, vdenorm_cutoff); |
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const __m128i vmask5 = _mm_cmpgt_epi32(vnonsign5, vdenorm_cutoff); |
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const __m128i vmask6 = _mm_cmpgt_epi32(vnonsign6, vdenorm_cutoff); |
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const __m128i vmask7 = _mm_cmpgt_epi32(vnonsign7, vdenorm_cutoff); |
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const __m128i vf0 = _mm_or_si128(vsign0, _mm_blendv_epi8(vdenorm0, vnorm0, vmask0)); |
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const __m128i vf1 = _mm_or_si128(vsign1, _mm_blendv_epi8(vdenorm1, vnorm1, vmask1)); |
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const __m128i vf2 = _mm_or_si128(vsign2, _mm_blendv_epi8(vdenorm2, vnorm2, vmask2)); |
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const __m128i vf3 = _mm_or_si128(vsign3, _mm_blendv_epi8(vdenorm3, vnorm3, vmask3)); |
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const __m128i vf4 = _mm_or_si128(vsign4, _mm_blendv_epi8(vdenorm4, vnorm4, vmask4)); |
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const __m128i vf5 = _mm_or_si128(vsign5, _mm_blendv_epi8(vdenorm5, vnorm5, vmask5)); |
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const __m128i vf6 = _mm_or_si128(vsign6, _mm_blendv_epi8(vdenorm6, vnorm6, vmask6)); |
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const __m128i vf7 = _mm_or_si128(vsign7, _mm_blendv_epi8(vdenorm7, vnorm7, vmask7)); |
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_mm_storeu_ps(output, _mm_castsi128_ps(vf0)); |
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_mm_storeu_ps(output + 4, _mm_castsi128_ps(vf1)); |
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_mm_storeu_ps(output + 8, _mm_castsi128_ps(vf2)); |
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_mm_storeu_ps(output + 12, _mm_castsi128_ps(vf3)); |
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_mm_storeu_ps(output + 16, _mm_castsi128_ps(vf4)); |
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_mm_storeu_ps(output + 20, _mm_castsi128_ps(vf5)); |
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_mm_storeu_ps(output + 24, _mm_castsi128_ps(vf6)); |
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_mm_storeu_ps(output + 28, _mm_castsi128_ps(vf7)); |
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output += 32; |
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} |
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for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { |
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const __m128i vh = _mm_loadu_si128((const __m128i*) i); |
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i += 8; |
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const __m128i vw_lo = _mm_unpacklo_epi16(_mm_setzero_si128(), vh); |
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const __m128i vw_hi = _mm_unpackhi_epi16(_mm_setzero_si128(), vh); |
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const __m128i vsign_lo = _mm_and_si128(vw_lo, vsign_mask); |
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const __m128i vsign_hi = _mm_and_si128(vw_hi, vsign_mask); |
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const __m128i vnonsign_lo = _mm_xor_si128(vw_lo, vsign_lo); |
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const __m128i vnonsign_hi = _mm_xor_si128(vw_hi, vsign_hi); |
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const __m128i vnorm_lo = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign_lo, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm_hi = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign_hi, 3), vexp_offset)), vexp_scale)); |
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const __m128i vdenorm_lo = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign_lo, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm_hi = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign_hi, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vmask_lo = _mm_cmpgt_epi32(vnonsign_lo, vdenorm_cutoff); |
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const __m128i vf_lo = _mm_or_si128(vsign_lo, _mm_blendv_epi8(vdenorm_lo, vnorm_lo, vmask_lo)); |
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const __m128i vmask_hi = _mm_cmpgt_epi32(vnonsign_hi, vdenorm_cutoff); |
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const __m128i vf_hi = _mm_or_si128(vsign_hi, _mm_blendv_epi8(vdenorm_hi, vnorm_hi, vmask_hi)); |
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_mm_storeu_ps(output, _mm_castsi128_ps(vf_lo)); |
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_mm_storeu_ps(output + 4, _mm_castsi128_ps(vf_hi)); |
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output += 8; |
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} |
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if XNN_UNPREDICTABLE(batch != 0) { |
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const __m128i vh = _mm_loadu_si128((const __m128i*) i); |
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const __m128i vw_lo = _mm_unpacklo_epi16(_mm_setzero_si128(), vh); |
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const __m128i vw_hi = _mm_unpackhi_epi16(_mm_setzero_si128(), vh); |
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const __m128i vsign_lo = _mm_and_si128(vw_lo, vsign_mask); |
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const __m128i vsign_hi = _mm_and_si128(vw_hi, vsign_mask); |
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const __m128i vnonsign_lo = _mm_xor_si128(vw_lo, vsign_lo); |
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const __m128i vnonsign_hi = _mm_xor_si128(vw_hi, vsign_hi); |
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const __m128i vnorm_lo = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign_lo, 3), vexp_offset)), vexp_scale)); |
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const __m128i vnorm_hi = _mm_castps_si128(_mm_mul_ps(_mm_castsi128_ps(_mm_add_epi32(_mm_srli_epi32(vnonsign_hi, 3), vexp_offset)), vexp_scale)); |
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const __m128i vdenorm_lo = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign_lo, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vdenorm_hi = _mm_castps_si128(_mm_sub_ps(_mm_castsi128_ps(_mm_or_si128(_mm_srli_epi32(vnonsign_hi, 16), vmagic_bias)), _mm_castsi128_ps(vmagic_bias))); |
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const __m128i vmask_lo = _mm_cmpgt_epi32(vnonsign_lo, vdenorm_cutoff); |
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__m128i vf = _mm_or_si128(vsign_lo, _mm_blendv_epi8(vdenorm_lo, vnorm_lo, vmask_lo)); |
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if (batch & (4 * sizeof(uint16_t))) { |
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_mm_storeu_ps(output, _mm_castsi128_ps(vf)); |
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output += 4; |
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const __m128i vmask_hi = _mm_cmpgt_epi32(vnonsign_hi, vdenorm_cutoff); |
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vf = _mm_or_si128(vsign_hi, _mm_blendv_epi8(vdenorm_hi, vnorm_hi, vmask_hi)); |
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} |
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if (batch & (2 * sizeof(uint16_t))) { |
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_mm_storel_pi((__m64*) output, _mm_castsi128_ps(vf)); |
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output += 2; |
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vf = _mm_castps_si128(_mm_movehl_ps(_mm_castsi128_ps(vf), _mm_castsi128_ps(vf))); |
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} |
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if (batch & (1 * sizeof(uint16_t))) { |
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_mm_store_ss(output, _mm_castsi128_ps(vf)); |
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} |
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} |
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} |
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