// Auto-generated file. Do not edit! // Template: src/f32-ibilinear-chw/sse.c.in // Generator: tools/xngen // // 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. #include #include #include "xnnpack/ibilinear.h" void xnn_f32_ibilinear_chw_ukernel__sse_p8( size_t output_pixels, size_t channels, const float** restrict input, size_t input_offset, const float* restrict weights, float* restrict output, size_t input_increment) XNN_OOB_READS { assert(output_pixels != 0); assert(channels != 0); assert(input_increment % sizeof(float) == 0); do { const float** i = input; const float* w = weights; size_t p = output_pixels; for (; p >= 8; p -= 8) { const float* itl0 = (const float*) ((uintptr_t) i[0] + input_offset); const float* ibl0 = (const float*) ((uintptr_t) i[1] + input_offset); const float* itl1 = (const float*) ((uintptr_t) i[2] + input_offset); const float* ibl1 = (const float*) ((uintptr_t) i[3] + input_offset); const float* itl2 = (const float*) ((uintptr_t) i[4] + input_offset); const float* ibl2 = (const float*) ((uintptr_t) i[5] + input_offset); const float* itl3 = (const float*) ((uintptr_t) i[6] + input_offset); const float* ibl3 = (const float*) ((uintptr_t) i[7] + input_offset); const float* itl4 = (const float*) ((uintptr_t) i[8] + input_offset); const float* ibl4 = (const float*) ((uintptr_t) i[9] + input_offset); const float* itl5 = (const float*) ((uintptr_t) i[10] + input_offset); const float* ibl5 = (const float*) ((uintptr_t) i[11] + input_offset); const float* itl6 = (const float*) ((uintptr_t) i[12] + input_offset); const float* ibl6 = (const float*) ((uintptr_t) i[13] + input_offset); const float* itl7 = (const float*) ((uintptr_t) i[14] + input_offset); const float* ibl7 = (const float*) ((uintptr_t) i[15] + input_offset); i += 2 * 8; const __m128 vw0123p0 = _mm_loadu_ps(w + 0); const __m128 vw0123p1 = _mm_loadu_ps(w + 4); const __m128 vw4567p0 = _mm_loadu_ps(w + 8); const __m128 vw4567p1 = _mm_loadu_ps(w + 12); w += 2 * 8; const __m128 vtltr0 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl0); const __m128 vblbr0 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl0); const __m128 vtltr2 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl2); const __m128 vblbr2 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl2); const __m128 vtltr4 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl4); const __m128 vblbr4 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl4); const __m128 vtltr6 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl6); const __m128 vblbr6 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl6); const __m128 valphah0123 = _mm_shuffle_ps(vw0123p0, vw0123p1, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 valphav0123 = _mm_shuffle_ps(vw0123p0, vw0123p1, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 valphah4567 = _mm_shuffle_ps(vw4567p0, vw4567p1, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 valphav4567 = _mm_shuffle_ps(vw4567p0, vw4567p1, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vtltr01 = _mm_loadh_pi(vtltr0, (const __m64*) itl1); const __m128 vblbr01 = _mm_loadh_pi(vblbr0, (const __m64*) ibl1); const __m128 vtltr23 = _mm_loadh_pi(vtltr2, (const __m64*) itl3); const __m128 vblbr23 = _mm_loadh_pi(vblbr2, (const __m64*) ibl3); const __m128 vtltr45 = _mm_loadh_pi(vtltr4, (const __m64*) itl5); const __m128 vblbr45 = _mm_loadh_pi(vblbr4, (const __m64*) ibl5); const __m128 vtltr67 = _mm_loadh_pi(vtltr6, (const __m64*) itl7); const __m128 vblbr67 = _mm_loadh_pi(vblbr6, (const __m64*) ibl7); const __m128 vldrd01 = _mm_sub_ps(vblbr01, vtltr01); const __m128 vldrd23 = _mm_sub_ps(vblbr23, vtltr23); const __m128 vldrd45 = _mm_sub_ps(vblbr45, vtltr45); const __m128 vldrd67 = _mm_sub_ps(vblbr67, vtltr67); const __m128 vld0123 = _mm_shuffle_ps(vldrd01, vldrd23, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vrd0123 = _mm_shuffle_ps(vldrd01, vldrd23, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vld4567 = _mm_shuffle_ps(vldrd45, vldrd67, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vrd4567 = _mm_shuffle_ps(vldrd45, vldrd67, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vtl0123 = _mm_shuffle_ps(vtltr01, vtltr23, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vtr0123 = _mm_shuffle_ps(vtltr01, vtltr23, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vtl4567 = _mm_shuffle_ps(vtltr45, vtltr67, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vtr4567 = _mm_shuffle_ps(vtltr45, vtltr67, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vl0123 = _mm_add_ps(vtl0123, _mm_mul_ps(vld0123, valphav0123)); const __m128 vr0123 = _mm_add_ps(vtr0123, _mm_mul_ps(vrd0123, valphav0123)); const __m128 vl4567 = _mm_add_ps(vtl4567, _mm_mul_ps(vld4567, valphav4567)); const __m128 vr4567 = _mm_add_ps(vtr4567, _mm_mul_ps(vrd4567, valphav4567)); const __m128 vd0123 = _mm_sub_ps(vr0123, vl0123); const __m128 vd4567 = _mm_sub_ps(vr4567, vl4567); const __m128 vo0123 = _mm_add_ps(vl0123, _mm_mul_ps(vd0123, valphah0123)); const __m128 vo4567 = _mm_add_ps(vl4567, _mm_mul_ps(vd4567, valphah4567)); _mm_storeu_ps(output + 0, vo0123); _mm_storeu_ps(output + 4, vo4567); output += 8; } for (; p >= 4; p -= 4) { const float* itl0 = (const float*) ((uintptr_t) i[0] + input_offset); const float* ibl0 = (const float*) ((uintptr_t) i[1] + input_offset); const float* itl1 = (const float*) ((uintptr_t) i[2] + input_offset); const float* ibl1 = (const float*) ((uintptr_t) i[3] + input_offset); const float* itl2 = (const float*) ((uintptr_t) i[4] + input_offset); const float* ibl2 = (const float*) ((uintptr_t) i[5] + input_offset); const float* itl3 = (const float*) ((uintptr_t) i[6] + input_offset); const float* ibl3 = (const float*) ((uintptr_t) i[7] + input_offset); i += 8; const __m128 vw0 = _mm_loadu_ps(w); const __m128 vw1 = _mm_loadu_ps(w + 4); w += 8; const __m128 vtltr0 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl0); const __m128 vblbr0 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl0); const __m128 vtltr2 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl2); const __m128 vblbr2 = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl2); const __m128 valphah = _mm_shuffle_ps(vw0, vw1, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 valphav = _mm_shuffle_ps(vw0, vw1, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vtltr01 = _mm_loadh_pi(vtltr0, (const __m64*) itl1); const __m128 vblbr01 = _mm_loadh_pi(vblbr0, (const __m64*) ibl1); const __m128 vtltr23 = _mm_loadh_pi(vtltr2, (const __m64*) itl3); const __m128 vblbr23 = _mm_loadh_pi(vblbr2, (const __m64*) ibl3); const __m128 vldrd01 = _mm_sub_ps(vblbr01, vtltr01); const __m128 vldrd23 = _mm_sub_ps(vblbr23, vtltr23); const __m128 vld = _mm_shuffle_ps(vldrd01, vldrd23, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vrd = _mm_shuffle_ps(vldrd01, vldrd23, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vtl = _mm_shuffle_ps(vtltr01, vtltr23, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vtr = _mm_shuffle_ps(vtltr01, vtltr23, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vl = _mm_add_ps(vtl, _mm_mul_ps(vld, valphav)); const __m128 vr = _mm_add_ps(vtr, _mm_mul_ps(vrd, valphav)); const __m128 vd = _mm_sub_ps(vr, vl); const __m128 vo = _mm_add_ps(vl, _mm_mul_ps(vd, valphah)); _mm_storeu_ps(output, vo); output += 4; } if XNN_UNLIKELY(p != 0) { if (p & 2) { const __m128 vw = _mm_loadu_ps(w); w += 4; const __m128 valphah = _mm_shuffle_ps(vw, vw, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 valphav = _mm_shuffle_ps(vw, vw, _MM_SHUFFLE(3, 1, 3, 1)); const float* itl0 = (const float*) ((uintptr_t) i[0] + input_offset); const float* ibl0 = (const float*) ((uintptr_t) i[1] + input_offset); const float* itl1 = (const float*) ((uintptr_t) i[2] + input_offset); const float* ibl1 = (const float*) ((uintptr_t) i[3] + input_offset); i += 4; const __m128 vtltr = _mm_loadh_pi(_mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl0), (const __m64*) itl1); const __m128 vblbr = _mm_loadh_pi(_mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl0), (const __m64*) ibl1); const __m128 vldrd = _mm_sub_ps(vblbr, vtltr); const __m128 vld = _mm_shuffle_ps(vldrd, vldrd, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vrd = _mm_shuffle_ps(vldrd, vldrd, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vtl = _mm_shuffle_ps(vtltr, vtltr, _MM_SHUFFLE(2, 0, 2, 0)); const __m128 vtr = _mm_shuffle_ps(vtltr, vtltr, _MM_SHUFFLE(3, 1, 3, 1)); const __m128 vl = _mm_add_ps(vtl, _mm_mul_ps(vld, valphav)); const __m128 vr = _mm_add_ps(vtr, _mm_mul_ps(vrd, valphav)); const __m128 vd = _mm_sub_ps(vr, vl); const __m128 vo = _mm_add_ps(vl, _mm_mul_ps(vd, valphah)); _mm_storel_pi((__m64*) output, vo); output += 2; } if (p & 1) { // We are computing the following formula: // result = (1 - alpha_h) * (1 - alpha_v) * top_left + // alpha_h * (1 - alpha_v) * top_right + // (1 - alpha_h) * alpha_v * bottom_left + // alpha_h * alpha_v * bottom_right. // // Rearranging gives // result = left + alpha_h * (right - left), // where // left = top_left + alpha_v * (bottom_left - top_left), // right = top_right + alpha_v * (bottom_right - top_right). const float alphah = *w; const __m128 valphav = _mm_load_ps1(w + 1); w += 2; const float* itl = (const float*) ((uintptr_t) i[0] + input_offset); const float* ibl = (const float*) ((uintptr_t) i[1] + input_offset); i += 2; const __m128 vtltr = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) itl); const __m128 vblbr = _mm_loadl_pi(_mm_undefined_ps(), (const __m64*) ibl); // Compute at once // left_diff = bottom_left - top_left // right_diff = bottom_right - top_right const __m128 vldrd = _mm_sub_ps(vblbr, vtltr); const __m128 vlr = _mm_add_ps(vtltr, _mm_mul_ps(vldrd, valphav)); // Extract them and compute the result. const float l = _mm_cvtss_f32(vlr); const float r = _mm_cvtss_f32(_mm_shuffle_ps(vlr, vlr, 1)); *output++ = l + alphah * (r - l); } } input_offset += input_increment; } while (--channels != 0); }