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#include <assert.h> |
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#include <immintrin.h> |
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#include <xnnpack/intrinsics-polyfill.h> |
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#include <xnnpack/math.h> |
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#include <xnnpack/prelu.h> |
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void xnn_f16_prelu_ukernel__f16c_2x16( |
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size_t rows, |
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size_t channels, |
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const void* restrict input, |
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size_t input_stride, |
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const void* restrict weights, |
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void* restrict output, |
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size_t output_stride) XNN_OOB_READS |
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{ |
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assert(rows != 0); |
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assert(channels != 0); |
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assert(channels % sizeof(uint16_t) == 0); |
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const uint16_t* i0 = (const uint16_t*) input; |
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uint16_t* o0 = (uint16_t*) output; |
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const uint16_t* i1 = (const uint16_t*) ((uintptr_t) i0 + input_stride); |
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uint16_t* o1 = (uint16_t*) ((uintptr_t) o0 + output_stride); |
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const size_t input_increment = input_stride * 2 - channels; |
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const size_t output_increment = output_stride * 2 - channels; |
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do { |
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if XNN_UNPREDICTABLE(rows < 2) { |
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i1 = i0; |
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o1 = o0; |
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} |
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const uint16_t* w = (const uint16_t*) weights; |
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size_t c = channels; |
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for (; c >= 16 * sizeof(uint16_t); c -= 16 * sizeof(uint16_t)) { |
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const __m256 vw01234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) w)); |
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const __m256 vw89ABCDEF = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (w + 8))); |
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w += 16; |
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const __m256 vi0x001234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i0)); |
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const __m256 vi0x089ABCDEF = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i0 + 8))); |
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i0 += 16; |
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const __m256 vi1x001234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i1)); |
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const __m256 vi1x089ABCDEF = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) (i1 + 8))); |
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i1 += 16; |
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__m256 vacc0x001234567 = _mm256_mul_ps(vi0x001234567, vw01234567); |
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__m256 vacc0x089ABCDEF = _mm256_mul_ps(vi0x089ABCDEF, vw89ABCDEF); |
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__m256 vacc1x001234567 = _mm256_mul_ps(vi1x001234567, vw01234567); |
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__m256 vacc1x089ABCDEF = _mm256_mul_ps(vi1x089ABCDEF, vw89ABCDEF); |
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vacc0x001234567 = _mm256_blendv_ps(vi0x001234567, vacc0x001234567, vi0x001234567); |
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vacc0x089ABCDEF = _mm256_blendv_ps(vi0x089ABCDEF, vacc0x089ABCDEF, vi0x089ABCDEF); |
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vacc1x001234567 = _mm256_blendv_ps(vi1x001234567, vacc1x001234567, vi1x001234567); |
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vacc1x089ABCDEF = _mm256_blendv_ps(vi1x089ABCDEF, vacc1x089ABCDEF, vi1x089ABCDEF); |
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_mm_storeu_si128((__m128i*) o0, _mm256_cvtps_ph(vacc0x089ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (o0 + 0), _mm256_cvtps_ph(vacc0x001234567, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (o0 + 8), _mm256_cvtps_ph(vacc0x089ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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o0 += 16; |
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_mm_storeu_si128((__m128i*) o1, _mm256_cvtps_ph(vacc1x089ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (o1 + 0), _mm256_cvtps_ph(vacc1x001234567, _MM_FROUND_TO_NEAREST_INT)); |
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_mm_storeu_si128((__m128i*) (o1 + 8), _mm256_cvtps_ph(vacc1x089ABCDEF, _MM_FROUND_TO_NEAREST_INT)); |
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o1 += 16; |
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} |
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for (; c >= 8 * sizeof(uint16_t); c -= 8 * sizeof(uint16_t)) { |
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const __m256 vw01234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) w)); |
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w += 8; |
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const __m256 vi0x01234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i0)); |
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i0 += 8; |
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const __m256 vi1x01234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i1)); |
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i1 += 8; |
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__m256 vacc0x01234567 = _mm256_mul_ps(vi0x01234567, vw01234567); |
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__m256 vacc1x01234567 = _mm256_mul_ps(vi1x01234567, vw01234567); |
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vacc0x01234567 = _mm256_blendv_ps(vi0x01234567, vacc0x01234567, vi0x01234567); |
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vacc1x01234567 = _mm256_blendv_ps(vi1x01234567, vacc1x01234567, vi1x01234567); |
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_mm_storeu_si128((__m128i*) o0, _mm256_cvtps_ph(vacc0x01234567, _MM_FROUND_TO_NEAREST_INT)); |
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o0 += 8; |
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_mm_storeu_si128((__m128i*) o1, _mm256_cvtps_ph(vacc1x01234567, _MM_FROUND_TO_NEAREST_INT)); |
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o1 += 8; |
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} |
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if XNN_UNLIKELY(c != 0) { |
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const __m256 vw01234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) w)); |
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const __m256 vi0x01234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i0)); |
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i0 = (const uint16_t*) ((uintptr_t) i0 + c); |
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const __m256 vi1x01234567 = _mm256_cvtph_ps(_mm_loadu_si128((const __m128i*) i1)); |
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i1 = (const uint16_t*) ((uintptr_t) i1 + c); |
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__m256 vacc0x01234567 = _mm256_mul_ps(vi0x01234567, vw01234567); |
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__m256 vacc1x01234567 = _mm256_mul_ps(vi1x01234567, vw01234567); |
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vacc0x01234567 = _mm256_blendv_ps(vi0x01234567, vacc0x01234567, vi0x01234567); |
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vacc1x01234567 = _mm256_blendv_ps(vi1x01234567, vacc1x01234567, vi1x01234567); |
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__m128i vh0x01234567 = _mm256_cvtps_ph(vacc0x01234567, _MM_FROUND_TO_NEAREST_INT); |
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__m128i vh1x01234567 = _mm256_cvtps_ph(vacc1x01234567, _MM_FROUND_TO_NEAREST_INT); |
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if (c & (4 * sizeof(uint16_t))) { |
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_mm_storel_epi64((__m128i*) o0, vh0x01234567); |
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_mm_storel_epi64((__m128i*) o1, vh1x01234567); |
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vh0x01234567 = _mm_unpackhi_epi64(vh0x01234567, vh0x01234567); |
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vh1x01234567 = _mm_unpackhi_epi64(vh1x01234567, vh1x01234567); |
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o0 += 4; |
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o1 += 4; |
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} |
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if (c & (2 * sizeof(uint16_t))) { |
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_mm_storeu_si32(o0, vh0x01234567); |
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_mm_storeu_si32(o1, vh1x01234567); |
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vh0x01234567 = _mm_srli_epi64(vh0x01234567, 32); |
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vh1x01234567 = _mm_srli_epi64(vh1x01234567, 32); |
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o0 += 2; |
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o1 += 2; |
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} |
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if (c & (1 * sizeof(uint16_t))) { |
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*o0 = (uint16_t) _mm_extract_epi16(vh0x01234567, 0); |
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*o1 = (uint16_t) _mm_extract_epi16(vh1x01234567, 0); |
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o0 += 1; |
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o1 += 1; |
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} |
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} |
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i0 = (const uint16_t*) ((uintptr_t) i0 + input_increment); |
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o0 = (uint16_t*) ((uintptr_t) o0 + output_increment); |
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i1 = (const uint16_t*) ((uintptr_t) i1 + input_increment); |
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o1 = (uint16_t*) ((uintptr_t) o1 + output_increment); |
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rows = doz(rows, 2); |
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} while (rows != 0); |
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} |
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