// Auto-generated file. Do not edit! // Template: src/f32-dwconv/up-neon.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 #include #include void xnn_f32_dwconv_ukernel_up8x9__neonfma( 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_output_params params[restrict static 1]) { assert(channels != 0); assert(output_width != 0); const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max); const float32x4_t vmin = vld1q_dup_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); input = (const float**) ((uintptr_t) input + input_stride); size_t c = channels; const float* w = weights; for (; c >= 8; c -= 8) { float32x4_t vacc0123p0 = vld1q_f32(w); w += 4; float32x4_t vacc4567p0 = vld1q_f32(w); w += 4; const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4; const float32x4_t vi0x4567 = vld1q_f32(i0); i0 += 4; const float32x4_t vk0x0123 = vld1q_f32(w); w += 4; const float32x4_t vk0x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi0x4567, vk0x4567); const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4; const float32x4_t vi1x4567 = vld1q_f32(i1); i1 += 4; const float32x4_t vk1x0123 = vld1q_f32(w); w += 4; const float32x4_t vk1x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi1x0123, vk1x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi1x4567, vk1x4567); const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4; const float32x4_t vi2x4567 = vld1q_f32(i2); i2 += 4; const float32x4_t vk2x0123 = vld1q_f32(w); w += 4; const float32x4_t vk2x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi2x4567, vk2x4567); const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4; const float32x4_t vi3x4567 = vld1q_f32(i3); i3 += 4; const float32x4_t vk3x0123 = vld1q_f32(w); w += 4; const float32x4_t vk3x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi3x0123, vk3x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi3x4567, vk3x4567); const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4; const float32x4_t vi4x4567 = vld1q_f32(i4); i4 += 4; const float32x4_t vk4x0123 = vld1q_f32(w); w += 4; const float32x4_t vk4x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi4x4567, vk4x4567); const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4; const float32x4_t vi5x4567 = vld1q_f32(i5); i5 += 4; const float32x4_t vk5x0123 = vld1q_f32(w); w += 4; const float32x4_t vk5x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi5x0123, vk5x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi5x4567, vk5x4567); const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4; const float32x4_t vi6x4567 = vld1q_f32(i6); i6 += 4; const float32x4_t vk6x0123 = vld1q_f32(w); w += 4; const float32x4_t vk6x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi6x4567, vk6x4567); const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4; const float32x4_t vi7x4567 = vld1q_f32(i7); i7 += 4; const float32x4_t vk7x0123 = vld1q_f32(w); w += 4; const float32x4_t vk7x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi7x0123, vk7x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi7x4567, vk7x4567); const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4; const float32x4_t vi8x4567 = vld1q_f32(i8); i8 += 4; const float32x4_t vk8x0123 = vld1q_f32(w); w += 4; const float32x4_t vk8x4567 = vld1q_f32(w); w += 4; vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); vacc4567p0 = vfmaq_f32(vacc4567p0, vi8x4567, vk8x4567); float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); float32x4_t vacc4567 = vmaxq_f32(vacc4567p0, vmin); vacc0123 = vminq_f32(vacc0123, vmax); vacc4567 = vminq_f32(vacc4567, vmax); vst1q_f32(output, vacc0123); output += 4; vst1q_f32(output, vacc4567); output += 4; } for (; c >= 4; c -= 4) { float32x4_t vacc0123p0 = vld1q_f32(w); w += 4; const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4; const float32x4_t vk0x0123 = vld1q_f32(w + 4); vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4; const float32x4_t vk1x0123 = vld1q_f32(w + 12); vacc0123p0 = vfmaq_f32(vacc0123p0, vi1x0123, vk1x0123); const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4; const float32x4_t vk2x0123 = vld1q_f32(w + 20); vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4; const float32x4_t vk3x0123 = vld1q_f32(w + 28); vacc0123p0 = vfmaq_f32(vacc0123p0, vi3x0123, vk3x0123); const float32x4_t vi4x0123 = vld1q_f32(i4); i4 += 4; const float32x4_t vk4x0123 = vld1q_f32(w + 36); vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); const float32x4_t vi5x0123 = vld1q_f32(i5); i5 += 4; const float32x4_t vk5x0123 = vld1q_f32(w + 44); vacc0123p0 = vfmaq_f32(vacc0123p0, vi5x0123, vk5x0123); const float32x4_t vi6x0123 = vld1q_f32(i6); i6 += 4; const float32x4_t vk6x0123 = vld1q_f32(w + 52); vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); const float32x4_t vi7x0123 = vld1q_f32(i7); i7 += 4; const float32x4_t vk7x0123 = vld1q_f32(w + 60); vacc0123p0 = vfmaq_f32(vacc0123p0, vi7x0123, vk7x0123); const float32x4_t vi8x0123 = vld1q_f32(i8); i8 += 4; const float32x4_t vk8x0123 = vld1q_f32(w + 68); vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); vacc0123 = vminq_f32(vacc0123, vmax); vst1q_f32(output, vacc0123); output += 4; } if XNN_UNLIKELY(c != 0) { float32x4_t vacc0123p0 = vld1q_f32(w); const float32x4_t vi0x0123 = vld1q_f32(i0); const float32x4_t vk0x0123 = vld1q_f32(w + 8); vacc0123p0 = vfmaq_f32(vacc0123p0, vi0x0123, vk0x0123); const float32x4_t vi1x0123 = vld1q_f32(i1); const float32x4_t vk1x0123 = vld1q_f32(w + 16); vacc0123p0 = vfmaq_f32(vacc0123p0, vi1x0123, vk1x0123); const float32x4_t vi2x0123 = vld1q_f32(i2); const float32x4_t vk2x0123 = vld1q_f32(w + 24); vacc0123p0 = vfmaq_f32(vacc0123p0, vi2x0123, vk2x0123); const float32x4_t vi3x0123 = vld1q_f32(i3); const float32x4_t vk3x0123 = vld1q_f32(w + 32); vacc0123p0 = vfmaq_f32(vacc0123p0, vi3x0123, vk3x0123); const float32x4_t vi4x0123 = vld1q_f32(i4); const float32x4_t vk4x0123 = vld1q_f32(w + 40); vacc0123p0 = vfmaq_f32(vacc0123p0, vi4x0123, vk4x0123); const float32x4_t vi5x0123 = vld1q_f32(i5); const float32x4_t vk5x0123 = vld1q_f32(w + 48); vacc0123p0 = vfmaq_f32(vacc0123p0, vi5x0123, vk5x0123); const float32x4_t vi6x0123 = vld1q_f32(i6); const float32x4_t vk6x0123 = vld1q_f32(w + 56); vacc0123p0 = vfmaq_f32(vacc0123p0, vi6x0123, vk6x0123); const float32x4_t vi7x0123 = vld1q_f32(i7); const float32x4_t vk7x0123 = vld1q_f32(w + 64); vacc0123p0 = vfmaq_f32(vacc0123p0, vi7x0123, vk7x0123); const float32x4_t vi8x0123 = vld1q_f32(i8); const float32x4_t vk8x0123 = vld1q_f32(w + 72); vacc0123p0 = vfmaq_f32(vacc0123p0, vi8x0123, vk8x0123); float32x4_t vacc0123 = vmaxq_f32(vacc0123p0, vmin); vacc0123 = vminq_f32(vacc0123, vmax); float32x2_t vacc01 = vget_low_f32(vacc0123); if (c & 2) { vst1_f32(output, vacc01); output += 2; vacc01 = vget_high_f32(vacc0123); } if (c & 1) { vst1_lane_f32(output, vacc01, 0); output += 1; } } output = (float*) ((uintptr_t) output + output_increment); } while (--output_width != 0); }