// Copyright 2019 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 CHANNEL_TILE % 4 == 0 $assert CHANNEL_TILE >= 4 $assert PIXEL_TILE == 1 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include void xnn_f32_ibilinear_ukernel__sse_c${CHANNEL_TILE}${"" if PIXEL_TILE == 1 else "x%d" % PIXEL_TILE}( size_t output_pixels, size_t channels, const float**restrict input, size_t input_offset, const float*restrict weights, float*restrict output, size_t output_increment) XNN_DISABLE_TSAN { assert(output_pixels != 0); assert(channels != 0); assert(channels % sizeof(float) == 0); do { const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset); const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset); const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset); const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset); input += 4; __m128 valphahv = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) weights); valphahv = _mm_unpacklo_ps(valphahv, valphahv); const __m128 valphah = _mm_movelh_ps(valphahv, valphahv); const __m128 valphav = _mm_movehl_ps(valphahv, valphahv); weights += 2; size_t c = channels; for (; c >= ${CHANNEL_TILE} * sizeof(float); c -= ${CHANNEL_TILE} * sizeof(float)) { const __m128 vtl${ABC[0:4]} = _mm_loadu_ps(i0); const __m128 vtr${ABC[0:4]} = _mm_loadu_ps(i1); const __m128 vbl${ABC[0:4]} = _mm_loadu_ps(i2); const __m128 vbr${ABC[0:4]} = _mm_loadu_ps(i3); $for C in range(4, CHANNEL_TILE, 4): const __m128 vtl${ABC[C:C+4]} = _mm_loadu_ps(i0 + ${C}); const __m128 vtr${ABC[C:C+4]} = _mm_loadu_ps(i1 + ${C}); const __m128 vbl${ABC[C:C+4]} = _mm_loadu_ps(i2 + ${C}); const __m128 vbr${ABC[C:C+4]} = _mm_loadu_ps(i3 + ${C}); i0 += ${CHANNEL_TILE}; i1 += ${CHANNEL_TILE}; i2 += ${CHANNEL_TILE}; i3 += ${CHANNEL_TILE}; $for C in range(0, CHANNEL_TILE, 4): const __m128 vtd${ABC[C:C+4]} = _mm_sub_ps(vtr${ABC[C:C+4]}, vtl${ABC[C:C+4]}); const __m128 vbd${ABC[C:C+4]} = _mm_sub_ps(vbr${ABC[C:C+4]}, vbl${ABC[C:C+4]}); $for C in range(0, CHANNEL_TILE, 4): const __m128 vt${ABC[C:C+4]} = _mm_add_ps(vtl${ABC[C:C+4]}, _mm_mul_ps(vtd${ABC[C:C+4]}, valphah)); const __m128 vb${ABC[C:C+4]} = _mm_add_ps(vbl${ABC[C:C+4]}, _mm_mul_ps(vbd${ABC[C:C+4]}, valphah)); $for C in range(0, CHANNEL_TILE, 4): const __m128 vd${ABC[C:C+4]} = _mm_sub_ps(vb${ABC[C:C+4]}, vt${ABC[C:C+4]}); $for C in range(0, CHANNEL_TILE, 4): const __m128 vo${ABC[C:C+4]} = _mm_add_ps(vt${ABC[C:C+4]}, _mm_mul_ps(vd${ABC[C:C+4]}, valphav)); _mm_storeu_ps(output, vo${ABC[0:4]}); $for C in range(4, CHANNEL_TILE, 4): _mm_storeu_ps(output + ${C}, vo${ABC[C:C+4]}); output += ${CHANNEL_TILE}; } $if CHANNEL_TILE > 4: for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) { const __m128 vtl0123 = _mm_loadu_ps(i0); const __m128 vtr0123 = _mm_loadu_ps(i1); const __m128 vbl0123 = _mm_loadu_ps(i2); const __m128 vbr0123 = _mm_loadu_ps(i3); i0 += 4; i1 += 4; i2 += 4; i3 += 4; const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123); const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123); const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah)); const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah)); const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123); const __m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav)); _mm_storeu_ps(output, vo0123); output += 4; } if XNN_UNLIKELY(c != 0) { const __m128 vtl0123 = _mm_loadu_ps(i0); const __m128 vtr0123 = _mm_loadu_ps(i1); const __m128 vbl0123 = _mm_loadu_ps(i2); const __m128 vbr0123 = _mm_loadu_ps(i3); const __m128 vtd0123 = _mm_sub_ps(vtr0123, vtl0123); const __m128 vbd0123 = _mm_sub_ps(vbr0123, vbl0123); const __m128 vt0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vtd0123, valphah)); const __m128 vb0123 = _mm_add_ps(vbl0123, _mm_mul_ps(vbd0123, valphah)); const __m128 vd0123 = _mm_sub_ps(vb0123, vt0123); __m128 vo0123 = _mm_add_ps(vt0123, _mm_mul_ps(vd0123, valphav)); if (c & (2 * sizeof(float))) { _mm_storel_pi((__m64*) output, vo0123); vo0123 = _mm_movehl_ps(vo0123, vo0123); output += 2; } if (c & (1 * sizeof(float))) { _mm_store_ss(output, vo0123); output += 1; } } output = (float*) ((uintptr_t) output + output_increment); } while (--output_pixels != 0); }