// Auto-generated file. Do not edit! // Template: src/f32-rdsum/neon.c.in // Generator: tools/xngen // // Copyright 2024 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/common.h" #include "xnnpack/reduce.h" #include "xnnpack/math.h" void xnn_f32_rdsum_ukernel_7p7x__neon_c16( size_t rows, size_t channels, const float* input, size_t input_stride, const float* zero, float* output, const struct xnn_f32_scale_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(rows != 0); assert(channels != 0); assert(input != NULL); assert(output != NULL); const float32x4_t vscale = vdupq_n_f32(params->scalar.scale); size_t input_increment = 7 * input_stride; for (; channels >= 16; channels -= 16) { const float* i0 = input; const float* i1 = (const float*) ((uintptr_t) input + 1 * input_stride); const float* i2 = (const float*) ((uintptr_t) input + 2 * input_stride); const float* i3 = (const float*) ((uintptr_t) input + 3 * input_stride); const float* i4 = (const float*) ((uintptr_t) input + 4 * input_stride); const float* i5 = (const float*) ((uintptr_t) input + 5 * input_stride); const float* i6 = (const float*) ((uintptr_t) input + 6 * input_stride); float32x4_t vacc0 = vdupq_n_f32(0.f); float32x4_t vacc1 = vdupq_n_f32(0.f); float32x4_t vacc2 = vdupq_n_f32(0.f); float32x4_t vacc3 = vdupq_n_f32(0.f); for (int r = rows; r > 0; r -= 7) { if XNN_UNPREDICTABLE(r < 2) { i1 = zero; } if XNN_UNPREDICTABLE(r <= 2) { i2 = zero; } if XNN_UNPREDICTABLE(r < 4) { i3 = zero; } if XNN_UNPREDICTABLE(r <= 4) { i4 = zero; } if XNN_UNPREDICTABLE(r < 6) { i5 = zero; } if XNN_UNPREDICTABLE(r <= 6) { i6 = zero; } float32x4_t vin0; float32x4_t vin1; float32x4_t vin2; float32x4_t vin3; vin0 = vld1q_f32(&i0[0]); vin1 = vld1q_f32(&i0[4]); vin2 = vld1q_f32(&i0[8]); vin3 = vld1q_f32(&i0[12]); vacc0 = vaddq_f32(vin0, vacc0); vacc1 = vaddq_f32(vin1, vacc1); vacc2 = vaddq_f32(vin2, vacc2); vacc3 = vaddq_f32(vin3, vacc3); vin0 = vld1q_f32(&i1[0]); vin1 = vld1q_f32(&i1[4]); vin2 = vld1q_f32(&i1[8]); vin3 = vld1q_f32(&i1[12]); vacc0 = vaddq_f32(vin0, vacc0); vacc1 = vaddq_f32(vin1, vacc1); vacc2 = vaddq_f32(vin2, vacc2); vacc3 = vaddq_f32(vin3, vacc3); vin0 = vld1q_f32(&i2[0]); vin1 = vld1q_f32(&i2[4]); vin2 = vld1q_f32(&i2[8]); vin3 = vld1q_f32(&i2[12]); vacc0 = vaddq_f32(vin0, vacc0); vacc1 = vaddq_f32(vin1, vacc1); vacc2 = vaddq_f32(vin2, vacc2); vacc3 = vaddq_f32(vin3, vacc3); vin0 = vld1q_f32(&i3[0]); vin1 = vld1q_f32(&i3[4]); vin2 = vld1q_f32(&i3[8]); vin3 = vld1q_f32(&i3[12]); vacc0 = vaddq_f32(vin0, vacc0); vacc1 = vaddq_f32(vin1, vacc1); vacc2 = vaddq_f32(vin2, vacc2); vacc3 = vaddq_f32(vin3, vacc3); vin0 = vld1q_f32(&i4[0]); vin1 = vld1q_f32(&i4[4]); vin2 = vld1q_f32(&i4[8]); vin3 = vld1q_f32(&i4[12]); vacc0 = vaddq_f32(vin0, vacc0); vacc1 = vaddq_f32(vin1, vacc1); vacc2 = vaddq_f32(vin2, vacc2); vacc3 = vaddq_f32(vin3, vacc3); vin0 = vld1q_f32(&i5[0]); vin1 = vld1q_f32(&i5[4]); vin2 = vld1q_f32(&i5[8]); vin3 = vld1q_f32(&i5[12]); vacc0 = vaddq_f32(vin0, vacc0); vacc1 = vaddq_f32(vin1, vacc1); vacc2 = vaddq_f32(vin2, vacc2); vacc3 = vaddq_f32(vin3, vacc3); vin0 = vld1q_f32(&i6[0]); vin1 = vld1q_f32(&i6[4]); vin2 = vld1q_f32(&i6[8]); vin3 = vld1q_f32(&i6[12]); vacc0 = vaddq_f32(vin0, vacc0); vacc1 = vaddq_f32(vin1, vacc1); vacc2 = vaddq_f32(vin2, vacc2); vacc3 = vaddq_f32(vin3, vacc3); 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); } vacc0 = vmulq_f32(vacc0, vscale); vacc1 = vmulq_f32(vacc1, vscale); vacc2 = vmulq_f32(vacc2, vscale); vacc3 = vmulq_f32(vacc3, vscale); const float* o = output; float32x4_t vo0 = vld1q_f32(o); o += 4; float32x4_t vo1 = vld1q_f32(o); o += 4; float32x4_t vo2 = vld1q_f32(o); o += 4; float32x4_t vo3 = vld1q_f32(o); o += 4; vacc0 = vaddq_f32(vo0, vacc0); vacc1 = vaddq_f32(vo1, vacc1); vacc2 = vaddq_f32(vo2, vacc2); vacc3 = vaddq_f32(vo3, vacc3); vst1q_f32(output, vacc0); output += 4; vst1q_f32(output, vacc1); output += 4; vst1q_f32(output, vacc2); output += 4; vst1q_f32(output, vacc3); output += 4; input = (const float*) ((uintptr_t) input + 16 * sizeof(float)); } if (channels != 0) { size_t input_increment = 7 * input_stride; const float* i0 = input; const float* i1 = (const float*) ((uintptr_t) input + 1 * input_stride); const float* i2 = (const float*) ((uintptr_t) input + 2 * input_stride); const float* i3 = (const float*) ((uintptr_t) input + 3 * input_stride); const float* i4 = (const float*) ((uintptr_t) input + 4 * input_stride); const float* i5 = (const float*) ((uintptr_t) input + 5 * input_stride); const float* i6 = (const float*) ((uintptr_t) input + 6 * input_stride); float32x4_t vacc[4]; vacc[0] = vdupq_n_f32(0.f); vacc[1] = vdupq_n_f32(0.f); vacc[2] = vdupq_n_f32(0.f); vacc[3] = vdupq_n_f32(0.f); size_t num_chunks = round_up_po2(channels, 4) >> 2; for (int r = rows; r > 0; r -= 7) { if XNN_UNPREDICTABLE(r < 2) { i1 = zero; } if XNN_UNPREDICTABLE(r <= 2) { i2 = zero; } if XNN_UNPREDICTABLE(r < 4) { i3 = zero; } if XNN_UNPREDICTABLE(r <= 4) { i4 = zero; } if XNN_UNPREDICTABLE(r < 6) { i5 = zero; } if XNN_UNPREDICTABLE(r <= 6) { i6 = zero; } for (int i = 0; i < num_chunks; ++i) { vacc[i] = vaddq_f32(vld1q_f32(&i0[i*4]), vacc[i]); vacc[i] = vaddq_f32(vld1q_f32(&i1[i*4]), vacc[i]); vacc[i] = vaddq_f32(vld1q_f32(&i2[i*4]), vacc[i]); vacc[i] = vaddq_f32(vld1q_f32(&i3[i*4]), vacc[i]); vacc[i] = vaddq_f32(vld1q_f32(&i4[i*4]), vacc[i]); vacc[i] = vaddq_f32(vld1q_f32(&i5[i*4]), vacc[i]); vacc[i] = vaddq_f32(vld1q_f32(&i6[i*4]), vacc[i]); } 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 (int i = 0; i < (channels + 4) >> 2; ++i) { vacc[i] = vmulq_f32(vacc[i], vscale); } float32x4_t vo[4]; const float* o = output; for (int i = 0; i < channels >> 2; ++i) { vo[i] = vld1q_f32(o); o += 4; } for (int i = 0; i < channels >> 2; ++i) { vacc[i] = vaddq_f32(vo[i], vacc[i]); } for (int i = 0; i < channels >> 2; ++i) { vst1q_f32(output, vacc[i]); output += 4; } size_t pos = channels >> 2; channels &= 0x3; float32x2_t vacc_low = vget_low_f32(vacc[pos]); if (channels & 2) { vst1_f32(output, vadd_f32(vld1_f32(output), vacc_low)); output += 2; vacc_low = vget_high_f32(vacc[pos]); } if (channels & 1) { vst1_lane_f32(output, vadd_f32(vld1_dup_f32(output), vacc_low), 0); } } }