| // Auto-generated file. Do not edit! |
| // Template: src/f32-dwconv/up-psimd.c.in |
| // Generator: tools/xngen |
| // |
| // 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 <assert.h> |
| |
| #include <psimd.h> |
| |
| #include <xnnpack/dwconv.h> |
| |
| |
| void xnn_f32_dwconv_minmax_ukernel_up8x25__psimd_acc2( |
| size_t channels, |
| size_t output_width, |
| const float** input, |
| const float* weights, |
| float* output, |
| size_t input_stride, |
| size_t output_increment, |
| const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) |
| { |
| assert(channels != 0); |
| assert(output_width != 0); |
| |
| const psimd_f32 vmax = psimd_load_splat_f32(¶ms->scalar.max); |
| const psimd_f32 vmin = psimd_load_splat_f32(¶ms->scalar.min); |
| do { |
| const float* i0 = input[0]; |
| assert(i0 != NULL); |
| const float* i1 = input[1]; |
| assert(i1 != NULL); |
| const float* i2 = input[2]; |
| assert(i2 != NULL); |
| const float* i3 = input[3]; |
| assert(i3 != NULL); |
| const float* i4 = input[4]; |
| assert(i4 != NULL); |
| const float* i5 = input[5]; |
| assert(i5 != NULL); |
| const float* i6 = input[6]; |
| assert(i6 != NULL); |
| const float* i7 = input[7]; |
| assert(i7 != NULL); |
| const float* i8 = input[8]; |
| assert(i8 != NULL); |
| const float* i9 = input[9]; |
| assert(i9 != NULL); |
| const float* i10 = input[10]; |
| assert(i10 != NULL); |
| const float* i11 = input[11]; |
| assert(i11 != NULL); |
| const float* i12 = input[12]; |
| assert(i12 != NULL); |
| const float* i13 = input[13]; |
| assert(i13 != NULL); |
| const float* i14 = input[14]; |
| assert(i14 != NULL); |
| const float* i15 = input[15]; |
| assert(i15 != NULL); |
| const float* i16 = input[16]; |
| assert(i16 != NULL); |
| const float* i17 = input[17]; |
| assert(i17 != NULL); |
| const float* i18 = input[18]; |
| assert(i18 != NULL); |
| const float* i19 = input[19]; |
| assert(i19 != NULL); |
| const float* i20 = input[20]; |
| assert(i20 != NULL); |
| const float* i21 = input[21]; |
| assert(i21 != NULL); |
| const float* i22 = input[22]; |
| assert(i22 != NULL); |
| const float* i23 = input[23]; |
| assert(i23 != NULL); |
| const float* i24 = input[24]; |
| assert(i24 != NULL); |
| input = (const float**) ((uintptr_t) input + input_stride); |
| |
| size_t c = channels; |
| const float* w = weights; |
| for (; c >= 8; c -= 8) { |
| psimd_f32 vacc0123p0 = psimd_load_f32(w); |
| psimd_f32 vacc4567p0 = psimd_load_f32(w + 4); |
| |
| |
| const psimd_f32 vi0x0123 = psimd_load_f32(i0); |
| const psimd_f32 vi0x4567 = psimd_load_f32(i0 + 4); |
| i0 += 8; |
| |
| const psimd_f32 vk0x0123 = psimd_load_f32(w + 8); |
| const psimd_f32 vk0x4567 = psimd_load_f32(w + 12); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi0x0123, vk0x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi0x4567, vk0x4567); |
| |
| const psimd_f32 vi1x0123 = psimd_load_f32(i1); |
| const psimd_f32 vi1x4567 = psimd_load_f32(i1 + 4); |
| i1 += 8; |
| |
| const psimd_f32 vk1x0123 = psimd_load_f32(w + 16); |
| const psimd_f32 vk1x4567 = psimd_load_f32(w + 20); |
| psimd_f32 vacc0123p1 = psimd_mul_f32(vi1x0123, vk1x0123); |
| psimd_f32 vacc4567p1 = psimd_mul_f32(vi1x4567, vk1x4567); |
| |
| const psimd_f32 vi2x0123 = psimd_load_f32(i2); |
| const psimd_f32 vi2x4567 = psimd_load_f32(i2 + 4); |
| i2 += 8; |
| |
| const psimd_f32 vk2x0123 = psimd_load_f32(w + 24); |
| const psimd_f32 vk2x4567 = psimd_load_f32(w + 28); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi2x0123, vk2x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi2x4567, vk2x4567); |
| |
| const psimd_f32 vi3x0123 = psimd_load_f32(i3); |
| const psimd_f32 vi3x4567 = psimd_load_f32(i3 + 4); |
| i3 += 8; |
| |
| const psimd_f32 vk3x0123 = psimd_load_f32(w + 32); |
| const psimd_f32 vk3x4567 = psimd_load_f32(w + 36); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi3x0123, vk3x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi3x4567, vk3x4567); |
| |
| const psimd_f32 vi4x0123 = psimd_load_f32(i4); |
| const psimd_f32 vi4x4567 = psimd_load_f32(i4 + 4); |
| i4 += 8; |
| |
| const psimd_f32 vk4x0123 = psimd_load_f32(w + 40); |
| const psimd_f32 vk4x4567 = psimd_load_f32(w + 44); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi4x0123, vk4x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi4x4567, vk4x4567); |
| |
| const psimd_f32 vi5x0123 = psimd_load_f32(i5); |
| const psimd_f32 vi5x4567 = psimd_load_f32(i5 + 4); |
| i5 += 8; |
| |
| const psimd_f32 vk5x0123 = psimd_load_f32(w + 48); |
| const psimd_f32 vk5x4567 = psimd_load_f32(w + 52); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi5x0123, vk5x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi5x4567, vk5x4567); |
| |
| const psimd_f32 vi6x0123 = psimd_load_f32(i6); |
| const psimd_f32 vi6x4567 = psimd_load_f32(i6 + 4); |
| i6 += 8; |
| |
| const psimd_f32 vk6x0123 = psimd_load_f32(w + 56); |
| const psimd_f32 vk6x4567 = psimd_load_f32(w + 60); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi6x0123, vk6x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi6x4567, vk6x4567); |
| |
| const psimd_f32 vi7x0123 = psimd_load_f32(i7); |
| const psimd_f32 vi7x4567 = psimd_load_f32(i7 + 4); |
| i7 += 8; |
| |
| const psimd_f32 vk7x0123 = psimd_load_f32(w + 64); |
| const psimd_f32 vk7x4567 = psimd_load_f32(w + 68); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi7x0123, vk7x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi7x4567, vk7x4567); |
| |
| const psimd_f32 vi8x0123 = psimd_load_f32(i8); |
| const psimd_f32 vi8x4567 = psimd_load_f32(i8 + 4); |
| i8 += 8; |
| |
| const psimd_f32 vk8x0123 = psimd_load_f32(w + 72); |
| const psimd_f32 vk8x4567 = psimd_load_f32(w + 76); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi8x0123, vk8x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi8x4567, vk8x4567); |
| |
| const psimd_f32 vi9x0123 = psimd_load_f32(i9); |
| const psimd_f32 vi9x4567 = psimd_load_f32(i9 + 4); |
| i9 += 8; |
| |
| const psimd_f32 vk9x0123 = psimd_load_f32(w + 80); |
| const psimd_f32 vk9x4567 = psimd_load_f32(w + 84); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi9x0123, vk9x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi9x4567, vk9x4567); |
| |
| const psimd_f32 vi10x0123 = psimd_load_f32(i10); |
| const psimd_f32 vi10x4567 = psimd_load_f32(i10 + 4); |
| i10 += 8; |
| |
| const psimd_f32 vk10x0123 = psimd_load_f32(w + 88); |
| const psimd_f32 vk10x4567 = psimd_load_f32(w + 92); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi10x0123, vk10x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi10x4567, vk10x4567); |
| |
| const psimd_f32 vi11x0123 = psimd_load_f32(i11); |
| const psimd_f32 vi11x4567 = psimd_load_f32(i11 + 4); |
| i11 += 8; |
| |
| const psimd_f32 vk11x0123 = psimd_load_f32(w + 96); |
| const psimd_f32 vk11x4567 = psimd_load_f32(w + 100); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi11x0123, vk11x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi11x4567, vk11x4567); |
| |
| const psimd_f32 vi12x0123 = psimd_load_f32(i12); |
| const psimd_f32 vi12x4567 = psimd_load_f32(i12 + 4); |
| i12 += 8; |
| |
| const psimd_f32 vk12x0123 = psimd_load_f32(w + 104); |
| const psimd_f32 vk12x4567 = psimd_load_f32(w + 108); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi12x0123, vk12x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi12x4567, vk12x4567); |
| |
| const psimd_f32 vi13x0123 = psimd_load_f32(i13); |
| const psimd_f32 vi13x4567 = psimd_load_f32(i13 + 4); |
| i13 += 8; |
| |
| const psimd_f32 vk13x0123 = psimd_load_f32(w + 112); |
| const psimd_f32 vk13x4567 = psimd_load_f32(w + 116); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi13x0123, vk13x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi13x4567, vk13x4567); |
| |
| const psimd_f32 vi14x0123 = psimd_load_f32(i14); |
| const psimd_f32 vi14x4567 = psimd_load_f32(i14 + 4); |
| i14 += 8; |
| |
| const psimd_f32 vk14x0123 = psimd_load_f32(w + 120); |
| const psimd_f32 vk14x4567 = psimd_load_f32(w + 124); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi14x0123, vk14x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi14x4567, vk14x4567); |
| |
| const psimd_f32 vi15x0123 = psimd_load_f32(i15); |
| const psimd_f32 vi15x4567 = psimd_load_f32(i15 + 4); |
| i15 += 8; |
| |
| const psimd_f32 vk15x0123 = psimd_load_f32(w + 128); |
| const psimd_f32 vk15x4567 = psimd_load_f32(w + 132); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi15x0123, vk15x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi15x4567, vk15x4567); |
| |
| const psimd_f32 vi16x0123 = psimd_load_f32(i16); |
| const psimd_f32 vi16x4567 = psimd_load_f32(i16 + 4); |
| i16 += 8; |
| |
| const psimd_f32 vk16x0123 = psimd_load_f32(w + 136); |
| const psimd_f32 vk16x4567 = psimd_load_f32(w + 140); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi16x0123, vk16x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi16x4567, vk16x4567); |
| |
| const psimd_f32 vi17x0123 = psimd_load_f32(i17); |
| const psimd_f32 vi17x4567 = psimd_load_f32(i17 + 4); |
| i17 += 8; |
| |
| const psimd_f32 vk17x0123 = psimd_load_f32(w + 144); |
| const psimd_f32 vk17x4567 = psimd_load_f32(w + 148); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi17x0123, vk17x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi17x4567, vk17x4567); |
| |
| const psimd_f32 vi18x0123 = psimd_load_f32(i18); |
| const psimd_f32 vi18x4567 = psimd_load_f32(i18 + 4); |
| i18 += 8; |
| |
| const psimd_f32 vk18x0123 = psimd_load_f32(w + 152); |
| const psimd_f32 vk18x4567 = psimd_load_f32(w + 156); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi18x0123, vk18x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi18x4567, vk18x4567); |
| |
| const psimd_f32 vi19x0123 = psimd_load_f32(i19); |
| const psimd_f32 vi19x4567 = psimd_load_f32(i19 + 4); |
| i19 += 8; |
| |
| const psimd_f32 vk19x0123 = psimd_load_f32(w + 160); |
| const psimd_f32 vk19x4567 = psimd_load_f32(w + 164); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi19x0123, vk19x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi19x4567, vk19x4567); |
| |
| const psimd_f32 vi20x0123 = psimd_load_f32(i20); |
| const psimd_f32 vi20x4567 = psimd_load_f32(i20 + 4); |
| i20 += 8; |
| |
| const psimd_f32 vk20x0123 = psimd_load_f32(w + 168); |
| const psimd_f32 vk20x4567 = psimd_load_f32(w + 172); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi20x0123, vk20x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi20x4567, vk20x4567); |
| |
| const psimd_f32 vi21x0123 = psimd_load_f32(i21); |
| const psimd_f32 vi21x4567 = psimd_load_f32(i21 + 4); |
| i21 += 8; |
| |
| const psimd_f32 vk21x0123 = psimd_load_f32(w + 176); |
| const psimd_f32 vk21x4567 = psimd_load_f32(w + 180); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi21x0123, vk21x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi21x4567, vk21x4567); |
| |
| const psimd_f32 vi22x0123 = psimd_load_f32(i22); |
| const psimd_f32 vi22x4567 = psimd_load_f32(i22 + 4); |
| i22 += 8; |
| |
| const psimd_f32 vk22x0123 = psimd_load_f32(w + 184); |
| const psimd_f32 vk22x4567 = psimd_load_f32(w + 188); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi22x0123, vk22x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi22x4567, vk22x4567); |
| |
| const psimd_f32 vi23x0123 = psimd_load_f32(i23); |
| const psimd_f32 vi23x4567 = psimd_load_f32(i23 + 4); |
| i23 += 8; |
| |
| const psimd_f32 vk23x0123 = psimd_load_f32(w + 192); |
| const psimd_f32 vk23x4567 = psimd_load_f32(w + 196); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi23x0123, vk23x0123); |
| vacc4567p1 = psimd_qfma_f32(vacc4567p1, vi23x4567, vk23x4567); |
| |
| const psimd_f32 vi24x0123 = psimd_load_f32(i24); |
| const psimd_f32 vi24x4567 = psimd_load_f32(i24 + 4); |
| i24 += 8; |
| |
| const psimd_f32 vk24x0123 = psimd_load_f32(w + 200); |
| const psimd_f32 vk24x4567 = psimd_load_f32(w + 204); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi24x0123, vk24x0123); |
| vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi24x4567, vk24x4567); |
| |
| w += 208; |
| |
| // Add up all accumulators to vacc01234567p0 |
| vacc0123p0 = psimd_add_f32(vacc0123p0, vacc0123p1); |
| vacc4567p0 = psimd_add_f32(vacc4567p0, vacc4567p1); |
| |
| psimd_f32 vacc0123 = psimd_max_f32(vacc0123p0, vmin); |
| psimd_f32 vacc4567 = psimd_max_f32(vacc4567p0, vmin); |
| vacc0123 = psimd_min_f32(vacc0123, vmax); |
| vacc4567 = psimd_min_f32(vacc4567, vmax); |
| |
| psimd_store_f32(output, vacc0123); |
| psimd_store_f32(output + 4, vacc4567); |
| output += 8; |
| } |
| for (; c >= 4; c -= 4) { |
| psimd_f32 vacc0123p0 = psimd_load_f32(w); |
| |
| const psimd_f32 vi0x0123 = psimd_load_f32(i0); |
| i0 += 4; |
| |
| const psimd_f32 vk0x0123 = psimd_load_f32(w + 8); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi0x0123, vk0x0123); |
| |
| const psimd_f32 vi1x0123 = psimd_load_f32(i1); |
| i1 += 4; |
| |
| const psimd_f32 vk1x0123 = psimd_load_f32(w + 16); |
| psimd_f32 vacc0123p1 = psimd_mul_f32(vi1x0123, vk1x0123); |
| |
| const psimd_f32 vi2x0123 = psimd_load_f32(i2); |
| i2 += 4; |
| |
| const psimd_f32 vk2x0123 = psimd_load_f32(w + 24); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi2x0123, vk2x0123); |
| |
| const psimd_f32 vi3x0123 = psimd_load_f32(i3); |
| i3 += 4; |
| |
| const psimd_f32 vk3x0123 = psimd_load_f32(w + 32); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi3x0123, vk3x0123); |
| |
| const psimd_f32 vi4x0123 = psimd_load_f32(i4); |
| i4 += 4; |
| |
| const psimd_f32 vk4x0123 = psimd_load_f32(w + 40); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi4x0123, vk4x0123); |
| |
| const psimd_f32 vi5x0123 = psimd_load_f32(i5); |
| i5 += 4; |
| |
| const psimd_f32 vk5x0123 = psimd_load_f32(w + 48); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi5x0123, vk5x0123); |
| |
| const psimd_f32 vi6x0123 = psimd_load_f32(i6); |
| i6 += 4; |
| |
| const psimd_f32 vk6x0123 = psimd_load_f32(w + 56); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi6x0123, vk6x0123); |
| |
| const psimd_f32 vi7x0123 = psimd_load_f32(i7); |
| i7 += 4; |
| |
| const psimd_f32 vk7x0123 = psimd_load_f32(w + 64); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi7x0123, vk7x0123); |
| |
| const psimd_f32 vi8x0123 = psimd_load_f32(i8); |
| i8 += 4; |
| |
| const psimd_f32 vk8x0123 = psimd_load_f32(w + 72); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi8x0123, vk8x0123); |
| |
| const psimd_f32 vi9x0123 = psimd_load_f32(i9); |
| i9 += 4; |
| |
| const psimd_f32 vk9x0123 = psimd_load_f32(w + 80); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi9x0123, vk9x0123); |
| |
| const psimd_f32 vi10x0123 = psimd_load_f32(i10); |
| i10 += 4; |
| |
| const psimd_f32 vk10x0123 = psimd_load_f32(w + 88); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi10x0123, vk10x0123); |
| |
| const psimd_f32 vi11x0123 = psimd_load_f32(i11); |
| i11 += 4; |
| |
| const psimd_f32 vk11x0123 = psimd_load_f32(w + 96); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi11x0123, vk11x0123); |
| |
| const psimd_f32 vi12x0123 = psimd_load_f32(i12); |
| i12 += 4; |
| |
| const psimd_f32 vk12x0123 = psimd_load_f32(w + 104); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi12x0123, vk12x0123); |
| |
| const psimd_f32 vi13x0123 = psimd_load_f32(i13); |
| i13 += 4; |
| |
| const psimd_f32 vk13x0123 = psimd_load_f32(w + 112); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi13x0123, vk13x0123); |
| |
| const psimd_f32 vi14x0123 = psimd_load_f32(i14); |
| i14 += 4; |
| |
| const psimd_f32 vk14x0123 = psimd_load_f32(w + 120); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi14x0123, vk14x0123); |
| |
| const psimd_f32 vi15x0123 = psimd_load_f32(i15); |
| i15 += 4; |
| |
| const psimd_f32 vk15x0123 = psimd_load_f32(w + 128); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi15x0123, vk15x0123); |
| |
| const psimd_f32 vi16x0123 = psimd_load_f32(i16); |
| i16 += 4; |
| |
| const psimd_f32 vk16x0123 = psimd_load_f32(w + 136); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi16x0123, vk16x0123); |
| |
| const psimd_f32 vi17x0123 = psimd_load_f32(i17); |
| i17 += 4; |
| |
| const psimd_f32 vk17x0123 = psimd_load_f32(w + 144); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi17x0123, vk17x0123); |
| |
| const psimd_f32 vi18x0123 = psimd_load_f32(i18); |
| i18 += 4; |
| |
| const psimd_f32 vk18x0123 = psimd_load_f32(w + 152); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi18x0123, vk18x0123); |
| |
| const psimd_f32 vi19x0123 = psimd_load_f32(i19); |
| i19 += 4; |
| |
| const psimd_f32 vk19x0123 = psimd_load_f32(w + 160); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi19x0123, vk19x0123); |
| |
| const psimd_f32 vi20x0123 = psimd_load_f32(i20); |
| i20 += 4; |
| |
| const psimd_f32 vk20x0123 = psimd_load_f32(w + 168); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi20x0123, vk20x0123); |
| |
| const psimd_f32 vi21x0123 = psimd_load_f32(i21); |
| i21 += 4; |
| |
| const psimd_f32 vk21x0123 = psimd_load_f32(w + 176); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi21x0123, vk21x0123); |
| |
| const psimd_f32 vi22x0123 = psimd_load_f32(i22); |
| i22 += 4; |
| |
| const psimd_f32 vk22x0123 = psimd_load_f32(w + 184); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi22x0123, vk22x0123); |
| |
| const psimd_f32 vi23x0123 = psimd_load_f32(i23); |
| i23 += 4; |
| |
| const psimd_f32 vk23x0123 = psimd_load_f32(w + 192); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi23x0123, vk23x0123); |
| |
| const psimd_f32 vi24x0123 = psimd_load_f32(i24); |
| i24 += 4; |
| |
| const psimd_f32 vk24x0123 = psimd_load_f32(w + 200); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi24x0123, vk24x0123); |
| |
| w += 4; |
| |
| // Add up all accumulators to vacc01234567p0 |
| vacc0123p0 = psimd_add_f32(vacc0123p0, vacc0123p1); |
| |
| psimd_f32 vacc0123 = psimd_max_f32(vacc0123p0, vmin); |
| vacc0123 = psimd_min_f32(vacc0123, vmax); |
| |
| psimd_store_f32(output, vacc0123); |
| output += 4; |
| } |
| if XNN_UNLIKELY(c != 0) { |
| psimd_f32 vacc0123p0 = psimd_load_f32(w); |
| |
| const psimd_f32 vi0x0123 = psimd_load_f32(i0); |
| const psimd_f32 vk0x0123 = psimd_load_f32(w + 8); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi0x0123, vk0x0123); |
| |
| const psimd_f32 vi1x0123 = psimd_load_f32(i1); |
| const psimd_f32 vk1x0123 = psimd_load_f32(w + 16); |
| psimd_f32 vacc0123p1 = psimd_mul_f32(vi1x0123, vk1x0123); |
| |
| const psimd_f32 vi2x0123 = psimd_load_f32(i2); |
| const psimd_f32 vk2x0123 = psimd_load_f32(w + 24); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi2x0123, vk2x0123); |
| |
| const psimd_f32 vi3x0123 = psimd_load_f32(i3); |
| const psimd_f32 vk3x0123 = psimd_load_f32(w + 32); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi3x0123, vk3x0123); |
| |
| const psimd_f32 vi4x0123 = psimd_load_f32(i4); |
| const psimd_f32 vk4x0123 = psimd_load_f32(w + 40); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi4x0123, vk4x0123); |
| |
| const psimd_f32 vi5x0123 = psimd_load_f32(i5); |
| const psimd_f32 vk5x0123 = psimd_load_f32(w + 48); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi5x0123, vk5x0123); |
| |
| const psimd_f32 vi6x0123 = psimd_load_f32(i6); |
| const psimd_f32 vk6x0123 = psimd_load_f32(w + 56); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi6x0123, vk6x0123); |
| |
| const psimd_f32 vi7x0123 = psimd_load_f32(i7); |
| const psimd_f32 vk7x0123 = psimd_load_f32(w + 64); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi7x0123, vk7x0123); |
| |
| const psimd_f32 vi8x0123 = psimd_load_f32(i8); |
| const psimd_f32 vk8x0123 = psimd_load_f32(w + 72); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi8x0123, vk8x0123); |
| |
| const psimd_f32 vi9x0123 = psimd_load_f32(i9); |
| const psimd_f32 vk9x0123 = psimd_load_f32(w + 80); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi9x0123, vk9x0123); |
| |
| const psimd_f32 vi10x0123 = psimd_load_f32(i10); |
| const psimd_f32 vk10x0123 = psimd_load_f32(w + 88); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi10x0123, vk10x0123); |
| |
| const psimd_f32 vi11x0123 = psimd_load_f32(i11); |
| const psimd_f32 vk11x0123 = psimd_load_f32(w + 96); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi11x0123, vk11x0123); |
| |
| const psimd_f32 vi12x0123 = psimd_load_f32(i12); |
| const psimd_f32 vk12x0123 = psimd_load_f32(w + 104); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi12x0123, vk12x0123); |
| |
| const psimd_f32 vi13x0123 = psimd_load_f32(i13); |
| const psimd_f32 vk13x0123 = psimd_load_f32(w + 112); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi13x0123, vk13x0123); |
| |
| const psimd_f32 vi14x0123 = psimd_load_f32(i14); |
| const psimd_f32 vk14x0123 = psimd_load_f32(w + 120); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi14x0123, vk14x0123); |
| |
| const psimd_f32 vi15x0123 = psimd_load_f32(i15); |
| const psimd_f32 vk15x0123 = psimd_load_f32(w + 128); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi15x0123, vk15x0123); |
| |
| const psimd_f32 vi16x0123 = psimd_load_f32(i16); |
| const psimd_f32 vk16x0123 = psimd_load_f32(w + 136); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi16x0123, vk16x0123); |
| |
| const psimd_f32 vi17x0123 = psimd_load_f32(i17); |
| const psimd_f32 vk17x0123 = psimd_load_f32(w + 144); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi17x0123, vk17x0123); |
| |
| const psimd_f32 vi18x0123 = psimd_load_f32(i18); |
| const psimd_f32 vk18x0123 = psimd_load_f32(w + 152); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi18x0123, vk18x0123); |
| |
| const psimd_f32 vi19x0123 = psimd_load_f32(i19); |
| const psimd_f32 vk19x0123 = psimd_load_f32(w + 160); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi19x0123, vk19x0123); |
| |
| const psimd_f32 vi20x0123 = psimd_load_f32(i20); |
| const psimd_f32 vk20x0123 = psimd_load_f32(w + 168); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi20x0123, vk20x0123); |
| |
| const psimd_f32 vi21x0123 = psimd_load_f32(i21); |
| const psimd_f32 vk21x0123 = psimd_load_f32(w + 176); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi21x0123, vk21x0123); |
| |
| const psimd_f32 vi22x0123 = psimd_load_f32(i22); |
| const psimd_f32 vk22x0123 = psimd_load_f32(w + 184); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi22x0123, vk22x0123); |
| |
| const psimd_f32 vi23x0123 = psimd_load_f32(i23); |
| const psimd_f32 vk23x0123 = psimd_load_f32(w + 192); |
| vacc0123p1 = psimd_qfma_f32(vacc0123p1, vi23x0123, vk23x0123); |
| |
| const psimd_f32 vi24x0123 = psimd_load_f32(i24); |
| const psimd_f32 vk24x0123 = psimd_load_f32(w + 200); |
| vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi24x0123, vk24x0123); |
| |
| // Add up all accumulators to vacc01234567p0 |
| vacc0123p0 = psimd_add_f32(vacc0123p0, vacc0123p1); |
| |
| psimd_f32 vacc0123 = psimd_max_f32(vacc0123p0, vmin); |
| vacc0123 = psimd_min_f32(vacc0123, vmax); |
| |
| if (c & 2) { |
| psimd_store2_f32(output, vacc0123); |
| vacc0123 = psimd_concat_hi_f32(vacc0123, vacc0123); |
| output += 2; |
| } |
| if (c & 1) { |
| psimd_store1_f32(output, vacc0123); |
| output += 1; |
| } |
| } |
| |
| output = (float*) ((uintptr_t) output + output_increment); |
| } while (--output_width != 0); |
| } |