// 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/maxpool.h" void xnn_s8_maxpool_minmax_ukernel_9p8x__neon_c16( size_t output_pixels, size_t kernel_elements, size_t channels, const int8_t** input, size_t input_offset, int8_t* output, size_t input_increment, size_t output_increment, const struct xnn_s8_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(output_pixels != 0); assert(kernel_elements != 0); assert(channels != 0); const int8x16_t voutput_max = vld1q_dup_s8(¶ms->scalar.max); const int8x16_t voutput_min = vld1q_dup_s8(¶ms->scalar.min); do { int8_t* o = output; { const int8_t* i0 = *input++; const int8_t* i1 = *input++; const int8_t* i2 = *input++; const int8_t* i3 = *input++; const int8_t* i4 = *input++; const int8_t* i5 = *input++; const int8_t* i6 = *input++; const int8_t* i7 = *input++; const int8_t* i8 = *input++; i0 = (const int8_t*) ((uintptr_t) i0 + input_offset); i1 = (const int8_t*) ((uintptr_t) i1 + input_offset); i2 = (const int8_t*) ((uintptr_t) i2 + input_offset); i3 = (const int8_t*) ((uintptr_t) i3 + input_offset); i4 = (const int8_t*) ((uintptr_t) i4 + input_offset); i5 = (const int8_t*) ((uintptr_t) i5 + input_offset); i6 = (const int8_t*) ((uintptr_t) i6 + input_offset); i7 = (const int8_t*) ((uintptr_t) i7 + input_offset); i8 = (const int8_t*) ((uintptr_t) i8 + input_offset); if (kernel_elements < 2) { i1 = i0; } if (kernel_elements <= 2) { i2 = i0; } if (kernel_elements < 4) { i3 = i0; } if (kernel_elements <= 4) { i4 = i0; } if (kernel_elements < 6) { i5 = i0; } if (kernel_elements <= 6) { i6 = i0; } if (kernel_elements < 8) { i7 = i0; } if (kernel_elements <= 8) { i8 = i0; } size_t c = channels; for (; c >= 16; c -= 16) { const int8x16_t vi0 = vld1q_s8(i0); i0 += 16; const int8x16_t vi1 = vld1q_s8(i1); i1 += 16; const int8x16_t vi2 = vld1q_s8(i2); i2 += 16; const int8x16_t vi3 = vld1q_s8(i3); i3 += 16; const int8x16_t vi4 = vld1q_s8(i4); i4 += 16; const int8x16_t vi5 = vld1q_s8(i5); i5 += 16; const int8x16_t vi6 = vld1q_s8(i6); i6 += 16; const int8x16_t vi7 = vld1q_s8(i7); i7 += 16; const int8x16_t vi8 = vld1q_s8(i8); i8 += 16; const int8x16_t vmax018 = vmaxq_s8(vmaxq_s8(vi0, vi1), vi8); const int8x16_t vmax23 = vmaxq_s8(vi2, vi3); const int8x16_t vmax45 = vmaxq_s8(vi4, vi5); const int8x16_t vmax67 = vmaxq_s8(vi6, vi7); const int8x16_t vmax2345 = vmaxq_s8(vmax23, vmax45); const int8x16_t vmax01678 = vmaxq_s8(vmax018, vmax67); int8x16_t vout = vmaxq_s8(vmax2345, vmax01678); vout = vmaxq_s8(vout, voutput_min); vout = vminq_s8(vout, voutput_max); vst1q_s8(o, vout); o += 16; } if (c != 0) { const int8x16_t vi0 = vld1q_s8(i0); const int8x16_t vi1 = vld1q_s8(i1); const int8x16_t vi2 = vld1q_s8(i2); const int8x16_t vi3 = vld1q_s8(i3); const int8x16_t vi4 = vld1q_s8(i4); const int8x16_t vi5 = vld1q_s8(i5); const int8x16_t vi6 = vld1q_s8(i6); const int8x16_t vi7 = vld1q_s8(i7); const int8x16_t vi8 = vld1q_s8(i8); const int8x16_t vmax018 = vmaxq_s8(vmaxq_s8(vi0, vi1), vi8); const int8x16_t vmax23 = vmaxq_s8(vi2, vi3); const int8x16_t vmax45 = vmaxq_s8(vi4, vi5); const int8x16_t vmax67 = vmaxq_s8(vi6, vi7); const int8x16_t vmax2345 = vmaxq_s8(vmax23, vmax45); const int8x16_t vmax01678 = vmaxq_s8(vmax018, vmax67); int8x16_t vout = vmaxq_s8(vmax2345, vmax01678); vout = vmaxq_s8(vout, voutput_min); vout = vminq_s8(vout, voutput_max); int8x8_t vout_lo = vget_low_s8(vout); if (c & 8) { vst1_s8(o, vout_lo); o += 8; vout_lo = vget_high_s8(vout); } if (c & 4) { vst1_lane_u32((void*) o, vreinterpret_u32_s8(vout_lo), 0); o += 4; vout_lo = vext_s8(vout_lo, vout_lo, 4); } if (c & 2) { vst1_lane_u16((void*) o, vreinterpret_u16_s8(vout_lo), 0); o += 2; vout_lo = vext_s8(vout_lo, vout_lo, 2); } if (c & 1) { vst1_lane_s8(o, vout_lo, 0); o += 1; } } } for (ptrdiff_t k = (ptrdiff_t) kernel_elements - 9; k > 0; k -= 8) { const int8_t* i0 = *input++; const int8_t* i1 = *input++; const int8_t* i2 = *input++; const int8_t* i3 = *input++; const int8_t* i4 = *input++; const int8_t* i5 = *input++; const int8_t* i6 = *input++; const int8_t* i7 = *input++; i0 = (const int8_t*) ((uintptr_t) i0 + input_offset); i1 = (const int8_t*) ((uintptr_t) i1 + input_offset); i2 = (const int8_t*) ((uintptr_t) i2 + input_offset); i3 = (const int8_t*) ((uintptr_t) i3 + input_offset); i4 = (const int8_t*) ((uintptr_t) i4 + input_offset); i5 = (const int8_t*) ((uintptr_t) i5 + input_offset); i6 = (const int8_t*) ((uintptr_t) i6 + input_offset); i7 = (const int8_t*) ((uintptr_t) i7 + input_offset); if (k < 2) { i1 = i0; } if (k <= 2) { i2 = i0; } if (k < 4) { i3 = i0; } if (k <= 4) { i4 = i0; } if (k < 6) { i5 = i0; } if (k <= 6) { i6 = i0; } if (k < 8) { i7 = i0; } o = output; size_t c = channels; for (; c >= 16; c -= 16) { const int8x16_t vi0 = vld1q_s8(i0); i0 += 16; const int8x16_t vi1 = vld1q_s8(i1); i1 += 16; const int8x16_t vi2 = vld1q_s8(i2); i2 += 16; const int8x16_t vi3 = vld1q_s8(i3); i3 += 16; const int8x16_t vi4 = vld1q_s8(i4); i4 += 16; const int8x16_t vi5 = vld1q_s8(i5); i5 += 16; const int8x16_t vi6 = vld1q_s8(i6); i6 += 16; const int8x16_t vi7 = vld1q_s8(i7); i7 += 16; const int8x16_t vo = vld1q_s8(o); const int8x16_t vmax01 = vmaxq_s8(vmaxq_s8(vi0, vi1), vo); const int8x16_t vmax23 = vmaxq_s8(vi2, vi3); const int8x16_t vmax45 = vmaxq_s8(vi4, vi5); const int8x16_t vmax67 = vmaxq_s8(vi6, vi7); const int8x16_t vmax2345 = vmaxq_s8(vmax23, vmax45); const int8x16_t vmax0167 = vmaxq_s8(vmax01, vmax67); int8x16_t vout = vmaxq_s8(vmax2345, vmax0167); vout = vmaxq_s8(vout, voutput_min); vout = vminq_s8(vout, voutput_max); vst1q_s8(o, vout); o += 16; } if (c != 0) { const int8x16_t vi0 = vld1q_s8(i0); const int8x16_t vi1 = vld1q_s8(i1); const int8x16_t vi2 = vld1q_s8(i2); const int8x16_t vi3 = vld1q_s8(i3); const int8x16_t vi4 = vld1q_s8(i4); const int8x16_t vi5 = vld1q_s8(i5); const int8x16_t vi6 = vld1q_s8(i6); const int8x16_t vi7 = vld1q_s8(i7); const int8x16_t vo = vld1q_s8(o); const int8x16_t vmax01 = vmaxq_s8(vmaxq_s8(vi0, vi1), vo); const int8x16_t vmax23 = vmaxq_s8(vi2, vi3); const int8x16_t vmax45 = vmaxq_s8(vi4, vi5); const int8x16_t vmax67 = vmaxq_s8(vi6, vi7); const int8x16_t vmax2345 = vmaxq_s8(vmax23, vmax45); const int8x16_t vmax0167 = vmaxq_s8(vmax01, vmax67); int8x16_t vout = vmaxq_s8(vmax2345, vmax0167); vout = vmaxq_s8(vout, voutput_min); vout = vminq_s8(vout, voutput_max); int8x8_t vout_lo = vget_low_s8(vout); if (c & 8) { vst1_s8(o, vout_lo); o += 8; vout_lo = vget_high_s8(vout); } if (c & 4) { vst1_lane_u32((void*) o, vreinterpret_u32_s8(vout_lo), 0); o += 4; vout_lo = vext_s8(vout_lo, vout_lo, 4); } if (c & 2) { vst1_lane_u16((void*) o, vreinterpret_u16_s8(vout_lo), 0); o += 2; vout_lo = vext_s8(vout_lo, vout_lo, 2); } if (c & 1) { vst1_lane_s8(o, vout_lo, 0); o += 1; } } } input = (const int8_t**) ((uintptr_t) input + input_increment); output = (int8_t*) ((uintptr_t) o + output_increment); } while (--output_pixels != 0); }