// Copyright 2022 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 void xnn_f16_maxpool_minmax_ukernel_9p8x__neonfp16arith_c8( size_t output_pixels, size_t kernel_elements, size_t channels, const void** input, size_t input_offset, void* output, size_t input_increment, size_t output_increment, const union xnn_f16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(output_pixels != 0); assert(kernel_elements != 0); assert(channels != 0); const float16x8_t voutput_min = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.min)); const float16x8_t voutput_max = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.max)); do { uint16_t* o = output; { const uint16_t* i0 = *input++; const uint16_t* i1 = *input++; const uint16_t* i2 = *input++; const uint16_t* i3 = *input++; const uint16_t* i4 = *input++; const uint16_t* i5 = *input++; const uint16_t* i6 = *input++; const uint16_t* i7 = *input++; const uint16_t* i8 = *input++; i0 = (const uint16_t*) ((uintptr_t) i0 + input_offset); i1 = (const uint16_t*) ((uintptr_t) i1 + input_offset); i2 = (const uint16_t*) ((uintptr_t) i2 + input_offset); i3 = (const uint16_t*) ((uintptr_t) i3 + input_offset); i4 = (const uint16_t*) ((uintptr_t) i4 + input_offset); i5 = (const uint16_t*) ((uintptr_t) i5 + input_offset); i6 = (const uint16_t*) ((uintptr_t) i6 + input_offset); i7 = (const uint16_t*) ((uintptr_t) i7 + input_offset); i8 = (const uint16_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 >= 8; c -= 8) { const float16x8_t vi0 = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; const float16x8_t vi1 = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; const float16x8_t vi2 = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; const float16x8_t vi3 = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; const float16x8_t vi4 = vreinterpretq_f16_u16(vld1q_u16(i4)); i4 += 8; const float16x8_t vi5 = vreinterpretq_f16_u16(vld1q_u16(i5)); i5 += 8; const float16x8_t vi6 = vreinterpretq_f16_u16(vld1q_u16(i6)); i6 += 8; const float16x8_t vi7 = vreinterpretq_f16_u16(vld1q_u16(i7)); i7 += 8; const float16x8_t vi8 = vreinterpretq_f16_u16(vld1q_u16(i8)); i8 += 8; const float16x8_t vmax018 = vmaxq_f16(vmaxq_f16(vi0, vi1), vi8); const float16x8_t vmax23 = vmaxq_f16(vi2, vi3); const float16x8_t vmax45 = vmaxq_f16(vi4, vi5); const float16x8_t vmax67 = vmaxq_f16(vi6, vi7); const float16x8_t vmax2345 = vmaxq_f16(vmax23, vmax45); const float16x8_t vmax01678 = vmaxq_f16(vmax018, vmax67); const float16x8_t vmax = vmaxq_f16(vmax2345, vmax01678); const float16x8_t vout = vmaxq_f16(vminq_f16(vmax, voutput_max), voutput_min); vst1q_u16(o, vreinterpretq_u16_f16(vout)); o += 8; } if (c != 0) { const float16x8_t vi0 = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; const float16x8_t vi1 = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; const float16x8_t vi2 = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; const float16x8_t vi3 = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; const float16x8_t vi4 = vreinterpretq_f16_u16(vld1q_u16(i4)); i4 += 8; const float16x8_t vi5 = vreinterpretq_f16_u16(vld1q_u16(i5)); i5 += 8; const float16x8_t vi6 = vreinterpretq_f16_u16(vld1q_u16(i6)); i6 += 8; const float16x8_t vi7 = vreinterpretq_f16_u16(vld1q_u16(i7)); i7 += 8; const float16x8_t vi8 = vreinterpretq_f16_u16(vld1q_u16(i8)); i8 += 8; const float16x8_t vmax018 = vmaxq_f16(vmaxq_f16(vi0, vi1), vi8); const float16x8_t vmax23 = vmaxq_f16(vi2, vi3); const float16x8_t vmax45 = vmaxq_f16(vi4, vi5); const float16x8_t vmax67 = vmaxq_f16(vi6, vi7); const float16x8_t vmax2345 = vmaxq_f16(vmax23, vmax45); const float16x8_t vmax01678 = vmaxq_f16(vmax018, vmax67); const float16x8_t vmax = vmaxq_f16(vmax2345, vmax01678); float16x8_t vout = vmaxq_f16(vminq_f16(vmax, voutput_max), voutput_min); float16x4_t vout_lo = vget_low_f16(vout); if (c & 4) { vst1_u16(o, vreinterpret_u16_f16(vout_lo)); o += 4; vout_lo = vget_high_f16(vout); } if (c & 2) { vst1_lane_u32((void*) o, vreinterpret_u32_f16(vout_lo), 0); o += 2; vout_lo = vext_f16(vout_lo, vout_lo, 2); } if (c & 1) { vst1_lane_u16(o, vreinterpret_u16_f16(vout_lo), 0); o += 1; } } } for (ptrdiff_t k = (ptrdiff_t) kernel_elements - 9; k > 0; k -= 8) { const uint16_t* i0 = *input++; const uint16_t* i1 = *input++; const uint16_t* i2 = *input++; const uint16_t* i3 = *input++; const uint16_t* i4 = *input++; const uint16_t* i5 = *input++; const uint16_t* i6 = *input++; const uint16_t* i7 = *input++; i0 = (const uint16_t*) ((uintptr_t) i0 + input_offset); i1 = (const uint16_t*) ((uintptr_t) i1 + input_offset); i2 = (const uint16_t*) ((uintptr_t) i2 + input_offset); i3 = (const uint16_t*) ((uintptr_t) i3 + input_offset); i4 = (const uint16_t*) ((uintptr_t) i4 + input_offset); i5 = (const uint16_t*) ((uintptr_t) i5 + input_offset); i6 = (const uint16_t*) ((uintptr_t) i6 + input_offset); i7 = (const uint16_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 >= 8; c -= 8) { const float16x8_t vi0 = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; const float16x8_t vi1 = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; const float16x8_t vi2 = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; const float16x8_t vi3 = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; const float16x8_t vi4 = vreinterpretq_f16_u16(vld1q_u16(i4)); i4 += 8; const float16x8_t vi5 = vreinterpretq_f16_u16(vld1q_u16(i5)); i5 += 8; const float16x8_t vi6 = vreinterpretq_f16_u16(vld1q_u16(i6)); i6 += 8; const float16x8_t vi7 = vreinterpretq_f16_u16(vld1q_u16(i7)); i7 += 8; const float16x8_t vo = vreinterpretq_f16_u16(vld1q_u16(o)); const float16x8_t vmax01 = vmaxq_f16(vmaxq_f16(vi0, vi1), vo); const float16x8_t vmax23 = vmaxq_f16(vi2, vi3); const float16x8_t vmax45 = vmaxq_f16(vi4, vi5); const float16x8_t vmax67 = vmaxq_f16(vi6, vi7); const float16x8_t vmax2345 = vmaxq_f16(vmax23, vmax45); const float16x8_t vmax0167 = vmaxq_f16(vmax01, vmax67); const float16x8_t vmax = vmaxq_f16(vmax2345, vmax0167); const float16x8_t vout = vmaxq_f16(vminq_f16(vmax, voutput_max), voutput_min); vst1q_u16(o, vreinterpretq_u16_f16(vout)); o += 8; } if (c != 0) { const float16x8_t vi0 = vreinterpretq_f16_u16(vld1q_u16(i0)); const float16x8_t vi1 = vreinterpretq_f16_u16(vld1q_u16(i1)); const float16x8_t vi2 = vreinterpretq_f16_u16(vld1q_u16(i2)); const float16x8_t vi3 = vreinterpretq_f16_u16(vld1q_u16(i3)); const float16x8_t vi4 = vreinterpretq_f16_u16(vld1q_u16(i4)); const float16x8_t vi5 = vreinterpretq_f16_u16(vld1q_u16(i5)); const float16x8_t vi6 = vreinterpretq_f16_u16(vld1q_u16(i6)); const float16x8_t vi7 = vreinterpretq_f16_u16(vld1q_u16(i7)); const float16x8_t vo = vreinterpretq_f16_u16(vld1q_u16(o)); const float16x8_t vmax01 = vmaxq_f16(vmaxq_f16(vi0, vi1), vo); const float16x8_t vmax23 = vmaxq_f16(vi2, vi3); const float16x8_t vmax45 = vmaxq_f16(vi4, vi5); const float16x8_t vmax67 = vmaxq_f16(vi6, vi7); const float16x8_t vmax2345 = vmaxq_f16(vmax23, vmax45); const float16x8_t vmax0167 = vmaxq_f16(vmax01, vmax67); const float16x8_t vmax = vmaxq_f16(vmax2345, vmax0167); float16x8_t vout = vmaxq_f16(vminq_f16(vmax, voutput_max), voutput_min); float16x4_t vout_lo = vget_low_f16(vout); if (c & 4) { vst1_u16(o, vreinterpret_u16_f16(vout_lo)); o += 4; vout_lo = vget_high_f16(vout); } if (c & 2) { vst1_lane_u32((void*) o, vreinterpret_u32_f16(vout_lo), 0); o += 2; vout_lo = vext_f16(vout_lo, vout_lo, 2); } if (c & 1) { vst1_lane_u16(o, vreinterpret_u16_f16(vout_lo), 0); o += 1; } } } input = (const void**) ((uintptr_t) input + input_increment); output = (uint16_t*) ((uintptr_t) o + output_increment); } while (--output_pixels != 0); }