// 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. #include #include #include #include void xnn_f32_gavgpool_ukernel_mp7p7q__neon( size_t m, size_t n, const float* input, size_t input_stride, const float* zero, float* buffer, float* output, const union xnn_f32_avgpool_params params[restrict static 1]) { assert(m > 7); assert(n != 0); const float* i0 = input; const float* i1 = (const float*) ((uintptr_t) i0 + input_stride); const float* i2 = (const float*) ((uintptr_t) i1 + input_stride); const float* i3 = (const float*) ((uintptr_t) i2 + input_stride); const float* i4 = (const float*) ((uintptr_t) i3 + input_stride); const float* i5 = (const float*) ((uintptr_t) i4 + input_stride); const float* i6 = (const float*) ((uintptr_t) i5 + input_stride); const size_t packed_n = round_up_po2(n, 4); const size_t input_increment = 7 * input_stride - packed_n * sizeof(float); float* b = buffer; for (size_t k = 0; k < n; k += 4) { const float32x4_t vi0 = vld1q_f32(i0); i0 += 4; const float32x4_t vi1 = vld1q_f32(i1); i1 += 4; const float32x4_t vi2 = vld1q_f32(i2); i2 += 4; const float32x4_t vi3 = vld1q_f32(i3); i3 += 4; const float32x4_t vi4 = vld1q_f32(i4); i4 += 4; const float32x4_t vi5 = vld1q_f32(i5); i5 += 4; const float32x4_t vi6 = vld1q_f32(i6); i6 += 4; const float32x4_t vsum01 = vaddq_f32(vi0, vi1); const float32x4_t vsum23 = vaddq_f32(vi2, vi3); const float32x4_t vsum45 = vaddq_f32(vi4, vi5); const float32x4_t vsum016 = vaddq_f32(vsum01, vi6); const float32x4_t vsum2345 = vaddq_f32(vsum23, vsum45); const float32x4_t vsum = vaddq_f32(vsum016, vsum2345); vst1q_f32(b, vsum); b += 4; } for (m -= 7; m > 7; m -= 7) { b = buffer; i0 = (const float*) ((uintptr_t) i0 + input_increment); i1 = (const float*) ((uintptr_t) i1 + input_increment); i2 = (const float*) ((uintptr_t) i2 + input_increment); i3 = (const float*) ((uintptr_t) i3 + input_increment); i4 = (const float*) ((uintptr_t) i4 + input_increment); i5 = (const float*) ((uintptr_t) i5 + input_increment); i6 = (const float*) ((uintptr_t) i6 + input_increment); for (size_t k = 0; k < n; k += 4) { const float32x4_t vi0 = vld1q_f32(i0); i0 += 4; const float32x4_t vi1 = vld1q_f32(i1); i1 += 4; const float32x4_t vi2 = vld1q_f32(i2); i2 += 4; const float32x4_t vi3 = vld1q_f32(i3); i3 += 4; const float32x4_t vi4 = vld1q_f32(i4); i4 += 4; const float32x4_t vi5 = vld1q_f32(i5); i5 += 4; const float32x4_t vi6 = vld1q_f32(i6); i6 += 4; const float32x4_t vacc = vld1q_f32(b); const float32x4_t vsum01 = vaddq_f32(vi0, vi1); const float32x4_t vsum23 = vaddq_f32(vi2, vi3); const float32x4_t vsum45 = vaddq_f32(vi4, vi5); const float32x4_t vsum6a = vaddq_f32(vi6, vacc); const float32x4_t vsum0123 = vaddq_f32(vsum01, vsum23); const float32x4_t vsum456a = vaddq_f32(vsum45, vsum6a); const float32x4_t vsum = vaddq_f32(vsum0123, vsum456a); vst1q_f32(b, vsum); b += 4; } } i0 = (const float*) ((uintptr_t) i0 + input_increment); i1 = (const float*) ((uintptr_t) i1 + input_increment); if (m < 2) { i1 = zero; } i2 = (const float*) ((uintptr_t) i2 + input_increment); if (m <= 2) { i2 = zero; } i3 = (const float*) ((uintptr_t) i3 + input_increment); if (m < 4) { i3 = zero; } i4 = (const float*) ((uintptr_t) i4 + input_increment); if (m <= 4) { i4 = zero; } i5 = (const float*) ((uintptr_t) i5 + input_increment); if (m < 6) { i5 = zero; } i6 = (const float*) ((uintptr_t) i6 + input_increment); if (m <= 6) { i6 = zero; } const float32x4_t vmultiplier = vld1q_dup_f32(¶ms->scalar.multiplier); const float32x4_t voutput_min = vld1q_dup_f32(¶ms->scalar.output_min); const float32x4_t voutput_max = vld1q_dup_f32(¶ms->scalar.output_max); b = buffer; while (n >= 4) { const float32x4_t vi0 = vld1q_f32(i0); i0 += 4; const float32x4_t vi1 = vld1q_f32(i1); i1 += 4; const float32x4_t vi2 = vld1q_f32(i2); i2 += 4; const float32x4_t vi3 = vld1q_f32(i3); i3 += 4; const float32x4_t vi4 = vld1q_f32(i4); i4 += 4; const float32x4_t vi5 = vld1q_f32(i5); i5 += 4; const float32x4_t vi6 = vld1q_f32(i6); i6 += 4; const float32x4_t vacc = vld1q_f32(b); b += 4; const float32x4_t vsum01 = vaddq_f32(vi0, vi1); const float32x4_t vsum23 = vaddq_f32(vi2, vi3); const float32x4_t vsum45 = vaddq_f32(vi4, vi5); const float32x4_t vsum6a = vaddq_f32(vi6, vacc); const float32x4_t vsum0123 = vaddq_f32(vsum01, vsum23); const float32x4_t vsum456a = vaddq_f32(vsum45, vsum6a); const float32x4_t vsum = vaddq_f32(vsum0123, vsum456a); float32x4_t vout = vmulq_f32(vsum, vmultiplier); vout = vmaxq_f32(vout, voutput_min); vout = vminq_f32(vout, voutput_max); vst1q_f32(output, vout); output += 4; n -= 4; } if (n != 0) { const float32x4_t vi0 = vld1q_f32(i0); const float32x4_t vi1 = vld1q_f32(i1); const float32x4_t vi2 = vld1q_f32(i2); const float32x4_t vi3 = vld1q_f32(i3); const float32x4_t vi4 = vld1q_f32(i4); const float32x4_t vi5 = vld1q_f32(i5); const float32x4_t vi6 = vld1q_f32(i6); const float32x4_t vacc = vld1q_f32(b); const float32x4_t vsum01 = vaddq_f32(vi0, vi1); const float32x4_t vsum23 = vaddq_f32(vi2, vi3); const float32x4_t vsum45 = vaddq_f32(vi4, vi5); const float32x4_t vsum6a = vaddq_f32(vi6, vacc); const float32x4_t vsum0123 = vaddq_f32(vsum01, vsum23); const float32x4_t vsum456a = vaddq_f32(vsum45, vsum6a); const float32x4_t vsum = vaddq_f32(vsum0123, vsum456a); float32x4_t vout = vmulq_f32(vsum, vmultiplier); vout = vmaxq_f32(vout, voutput_min); vout = vminq_f32(vout, voutput_max); float32x2_t vout_lo = vget_low_f32(vout); if (n & 2) { vst1_f32(output, vout_lo); output += 2; vout_lo = vget_high_f32(vout); } if (n & 1) { vst1_lane_f32(output, vout_lo, 0); } } }