// Auto-generated file. Do not edit! // Template: src/f32-rdsum/avx512.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__avx512f_c64( 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 __m512 vscale = _mm512_set1_ps(params->scalar.scale); size_t input_increment = 7 * input_stride; for (; channels >= 64; channels -= 64) { 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); __m512 vacc0 = _mm512_setzero_ps(); __m512 vacc1 = _mm512_setzero_ps(); __m512 vacc2 = _mm512_setzero_ps(); __m512 vacc3 = _mm512_setzero_ps(); 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; } __m512 vin0; __m512 vin1; __m512 vin2; __m512 vin3; vin0 = _mm512_loadu_ps(&i0[0]); vin1 = _mm512_loadu_ps(&i0[16]); vin2 = _mm512_loadu_ps(&i0[32]); vin3 = _mm512_loadu_ps(&i0[48]); vacc0 = _mm512_add_ps(vin0, vacc0); vacc1 = _mm512_add_ps(vin1, vacc1); vacc2 = _mm512_add_ps(vin2, vacc2); vacc3 = _mm512_add_ps(vin3, vacc3); vin0 = _mm512_loadu_ps(&i1[0]); vin1 = _mm512_loadu_ps(&i1[16]); vin2 = _mm512_loadu_ps(&i1[32]); vin3 = _mm512_loadu_ps(&i1[48]); vacc0 = _mm512_add_ps(vin0, vacc0); vacc1 = _mm512_add_ps(vin1, vacc1); vacc2 = _mm512_add_ps(vin2, vacc2); vacc3 = _mm512_add_ps(vin3, vacc3); vin0 = _mm512_loadu_ps(&i2[0]); vin1 = _mm512_loadu_ps(&i2[16]); vin2 = _mm512_loadu_ps(&i2[32]); vin3 = _mm512_loadu_ps(&i2[48]); vacc0 = _mm512_add_ps(vin0, vacc0); vacc1 = _mm512_add_ps(vin1, vacc1); vacc2 = _mm512_add_ps(vin2, vacc2); vacc3 = _mm512_add_ps(vin3, vacc3); vin0 = _mm512_loadu_ps(&i3[0]); vin1 = _mm512_loadu_ps(&i3[16]); vin2 = _mm512_loadu_ps(&i3[32]); vin3 = _mm512_loadu_ps(&i3[48]); vacc0 = _mm512_add_ps(vin0, vacc0); vacc1 = _mm512_add_ps(vin1, vacc1); vacc2 = _mm512_add_ps(vin2, vacc2); vacc3 = _mm512_add_ps(vin3, vacc3); vin0 = _mm512_loadu_ps(&i4[0]); vin1 = _mm512_loadu_ps(&i4[16]); vin2 = _mm512_loadu_ps(&i4[32]); vin3 = _mm512_loadu_ps(&i4[48]); vacc0 = _mm512_add_ps(vin0, vacc0); vacc1 = _mm512_add_ps(vin1, vacc1); vacc2 = _mm512_add_ps(vin2, vacc2); vacc3 = _mm512_add_ps(vin3, vacc3); vin0 = _mm512_loadu_ps(&i5[0]); vin1 = _mm512_loadu_ps(&i5[16]); vin2 = _mm512_loadu_ps(&i5[32]); vin3 = _mm512_loadu_ps(&i5[48]); vacc0 = _mm512_add_ps(vin0, vacc0); vacc1 = _mm512_add_ps(vin1, vacc1); vacc2 = _mm512_add_ps(vin2, vacc2); vacc3 = _mm512_add_ps(vin3, vacc3); vin0 = _mm512_loadu_ps(&i6[0]); vin1 = _mm512_loadu_ps(&i6[16]); vin2 = _mm512_loadu_ps(&i6[32]); vin3 = _mm512_loadu_ps(&i6[48]); vacc0 = _mm512_add_ps(vin0, vacc0); vacc1 = _mm512_add_ps(vin1, vacc1); vacc2 = _mm512_add_ps(vin2, vacc2); vacc3 = _mm512_add_ps(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 = _mm512_mul_ps(vacc0, vscale); vacc1 = _mm512_mul_ps(vacc1, vscale); vacc2 = _mm512_mul_ps(vacc2, vscale); vacc3 = _mm512_mul_ps(vacc3, vscale); const float* o = output; const __m512 vo0 = _mm512_loadu_ps(o); o += 16; const __m512 vo1 = _mm512_loadu_ps(o); o += 16; const __m512 vo2 = _mm512_loadu_ps(o); o += 16; const __m512 vo3 = _mm512_loadu_ps(o); o += 16; vacc0 = _mm512_add_ps(vo0, vacc0); vacc1 = _mm512_add_ps(vo1, vacc1); vacc2 = _mm512_add_ps(vo2, vacc2); vacc3 = _mm512_add_ps(vo3, vacc3); _mm512_storeu_ps(output, vacc0); output += 16; _mm512_storeu_ps(output, vacc1); output += 16; _mm512_storeu_ps(output, vacc2); output += 16; _mm512_storeu_ps(output, vacc3); output += 16; input = (const float*) ((uintptr_t) input + 64 * sizeof(float)); } if (channels != 0) { 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); __m512 vacc[4]; vacc[0] = _mm512_setzero_ps(); vacc[1] = _mm512_setzero_ps(); vacc[2] = _mm512_setzero_ps(); vacc[3] = _mm512_setzero_ps(); const size_t num_full_chunks = channels >> 4; const size_t num_chunks = round_up_po2(channels, 16) >> 4; const size_t remainder = channels & 0xF; const size_t batch = channels & 0xF; __mmask16 vmask = _cvtu32_mask16((uint32_t) ((UINT32_C(1) << batch) - UINT32_C(1))); if (remainder) { assert(batch >= 1); assert(batch <= 15); vmask = _cvtu32_mask16((uint32_t) ((UINT32_C(1) << batch) - UINT32_C(1))); } 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_full_chunks; ++i) { vacc[i] = _mm512_add_ps(_mm512_loadu_ps(&i0[i*16]), vacc[i]); vacc[i] = _mm512_add_ps(_mm512_loadu_ps(&i1[i*16]), vacc[i]); vacc[i] = _mm512_add_ps(_mm512_loadu_ps(&i2[i*16]), vacc[i]); vacc[i] = _mm512_add_ps(_mm512_loadu_ps(&i3[i*16]), vacc[i]); vacc[i] = _mm512_add_ps(_mm512_loadu_ps(&i4[i*16]), vacc[i]); vacc[i] = _mm512_add_ps(_mm512_loadu_ps(&i5[i*16]), vacc[i]); vacc[i] = _mm512_add_ps(_mm512_loadu_ps(&i6[i*16]), vacc[i]); } if (remainder) { vacc[num_full_chunks] = _mm512_maskz_add_ps(vmask, vacc[num_full_chunks], _mm512_maskz_loadu_ps(vmask, &i0[num_full_chunks*16])); vacc[num_full_chunks] = _mm512_maskz_add_ps(vmask, vacc[num_full_chunks], _mm512_maskz_loadu_ps(vmask, &i1[num_full_chunks*16])); vacc[num_full_chunks] = _mm512_maskz_add_ps(vmask, vacc[num_full_chunks], _mm512_maskz_loadu_ps(vmask, &i2[num_full_chunks*16])); vacc[num_full_chunks] = _mm512_maskz_add_ps(vmask, vacc[num_full_chunks], _mm512_maskz_loadu_ps(vmask, &i3[num_full_chunks*16])); vacc[num_full_chunks] = _mm512_maskz_add_ps(vmask, vacc[num_full_chunks], _mm512_maskz_loadu_ps(vmask, &i4[num_full_chunks*16])); vacc[num_full_chunks] = _mm512_maskz_add_ps(vmask, vacc[num_full_chunks], _mm512_maskz_loadu_ps(vmask, &i5[num_full_chunks*16])); vacc[num_full_chunks] = _mm512_maskz_add_ps(vmask, vacc[num_full_chunks], _mm512_maskz_loadu_ps(vmask, &i6[num_full_chunks*16])); } 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 i = 0; i < num_chunks; ++i) { vacc[i] = _mm512_mul_ps(vacc[i], vscale); } __m512 vo[4]; const float* o = output; for (int i = 0; i < channels >> 4; ++i) { vo[i] = _mm512_loadu_ps(o); o += 16; } for (int i = 0; i < channels >> 4; ++i) { vacc[i] = _mm512_add_ps(vo[i], vacc[i]); } for (int i = 0; i < channels >> 4; ++i) { _mm512_storeu_ps(output, vacc[i]); output += 16; } if (remainder) { const size_t pos = num_full_chunks; __m512 vout = vacc[pos]; vout = _mm512_maskz_add_ps(vmask, vout, _mm512_maskz_loadu_ps(vmask, output)); _mm512_mask_storeu_ps(output, vmask, vout); } } }