// Auto-generated file. Do not edit! // Template: src/f32-prelu/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 #include void xnn_f32_prelu_ukernel__neon_4x8( size_t rows, size_t channels, const float*restrict input, size_t input_stride, const float*restrict weights, float*restrict output, size_t output_stride) XNN_DISABLE_TSAN { assert(rows != 0); assert(channels != 0); assert(channels % sizeof(float) == 0); const float* i0 = input; float* o0 = output; const float* i1 = (const float*) ((uintptr_t) i0 + input_stride); float* o1 = (float*) ((uintptr_t) o0 + output_stride); if XNN_UNPREDICTABLE(rows < 2) { i1 = i0; o1 = o0; } const float* i2 = (const float*) ((uintptr_t) i1 + input_stride); float* o2 = (float*) ((uintptr_t) o1 + output_stride); if XNN_UNPREDICTABLE(rows <= 2) { i2 = i1; o2 = o1; } const float* i3 = (const float*) ((uintptr_t) i2 + input_stride); float* o3 = (float*) ((uintptr_t) o2 + output_stride); if XNN_UNPREDICTABLE(rows < 4) { i3 = i2; o3 = o2; } const size_t input_increment = input_stride * 4 - channels; const size_t output_increment = output_stride * 4 - channels; do { const float* w = weights; size_t c = channels; for (; c >= 8 * sizeof(float); c -= 8 * sizeof(float)) { const float32x4_t vw0123 = vld1q_f32(w); w += 4; const float32x4_t vw4567 = 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 vi1x0123 = vld1q_f32(i1); i1 += 4; const float32x4_t vi1x4567 = vld1q_f32(i1); i1 += 4; const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4; const float32x4_t vi2x4567 = vld1q_f32(i2); i2 += 4; const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4; const float32x4_t vi3x4567 = vld1q_f32(i3); i3 += 4; float32x4_t vacc0x0123 = vmulq_f32(vi0x0123, vw0123); const uint32x4_t vm0x0123 = vcltq_s32(vreinterpretq_s32_f32(vi0x0123), vmovq_n_s32(0)); float32x4_t vacc0x4567 = vmulq_f32(vi0x4567, vw4567); const uint32x4_t vm0x4567 = vcltq_s32(vreinterpretq_s32_f32(vi0x4567), vmovq_n_s32(0)); float32x4_t vacc1x0123 = vmulq_f32(vi1x0123, vw0123); const uint32x4_t vm1x0123 = vcltq_s32(vreinterpretq_s32_f32(vi1x0123), vmovq_n_s32(0)); float32x4_t vacc1x4567 = vmulq_f32(vi1x4567, vw4567); const uint32x4_t vm1x4567 = vcltq_s32(vreinterpretq_s32_f32(vi1x4567), vmovq_n_s32(0)); float32x4_t vacc2x0123 = vmulq_f32(vi2x0123, vw0123); const uint32x4_t vm2x0123 = vcltq_s32(vreinterpretq_s32_f32(vi2x0123), vmovq_n_s32(0)); float32x4_t vacc2x4567 = vmulq_f32(vi2x4567, vw4567); const uint32x4_t vm2x4567 = vcltq_s32(vreinterpretq_s32_f32(vi2x4567), vmovq_n_s32(0)); float32x4_t vacc3x0123 = vmulq_f32(vi3x0123, vw0123); const uint32x4_t vm3x0123 = vcltq_s32(vreinterpretq_s32_f32(vi3x0123), vmovq_n_s32(0)); float32x4_t vacc3x4567 = vmulq_f32(vi3x4567, vw4567); const uint32x4_t vm3x4567 = vcltq_s32(vreinterpretq_s32_f32(vi3x4567), vmovq_n_s32(0)); vacc0x0123 = vbslq_f32(vm0x0123, vacc0x0123, vi0x0123); vacc0x4567 = vbslq_f32(vm0x4567, vacc0x4567, vi0x4567); vacc1x0123 = vbslq_f32(vm1x0123, vacc1x0123, vi1x0123); vacc1x4567 = vbslq_f32(vm1x4567, vacc1x4567, vi1x4567); vacc2x0123 = vbslq_f32(vm2x0123, vacc2x0123, vi2x0123); vacc2x4567 = vbslq_f32(vm2x4567, vacc2x4567, vi2x4567); vacc3x0123 = vbslq_f32(vm3x0123, vacc3x0123, vi3x0123); vacc3x4567 = vbslq_f32(vm3x4567, vacc3x4567, vi3x4567); vst1q_f32(o0, vacc0x0123); o0 += 4; vst1q_f32(o0, vacc0x4567); o0 += 4; vst1q_f32(o1, vacc1x0123); o1 += 4; vst1q_f32(o1, vacc1x4567); o1 += 4; vst1q_f32(o2, vacc2x0123); o2 += 4; vst1q_f32(o2, vacc2x4567); o2 += 4; vst1q_f32(o3, vacc3x0123); o3 += 4; vst1q_f32(o3, vacc3x4567); o3 += 4; } for (; c >= 4 * sizeof(float); c -= 4 * sizeof(float)) { const float32x4_t vw0123 = vld1q_f32(w); w += 4; const float32x4_t vi0x0123 = vld1q_f32(i0); i0 += 4; const float32x4_t vi1x0123 = vld1q_f32(i1); i1 += 4; const float32x4_t vi2x0123 = vld1q_f32(i2); i2 += 4; const float32x4_t vi3x0123 = vld1q_f32(i3); i3 += 4; float32x4_t vacc0x0123 = vmulq_f32(vi0x0123, vw0123); const uint32x4_t vm0x0123 = vcltq_s32(vreinterpretq_s32_f32(vi0x0123), vmovq_n_s32(0)); float32x4_t vacc1x0123 = vmulq_f32(vi1x0123, vw0123); const uint32x4_t vm1x0123 = vcltq_s32(vreinterpretq_s32_f32(vi1x0123), vmovq_n_s32(0)); float32x4_t vacc2x0123 = vmulq_f32(vi2x0123, vw0123); const uint32x4_t vm2x0123 = vcltq_s32(vreinterpretq_s32_f32(vi2x0123), vmovq_n_s32(0)); float32x4_t vacc3x0123 = vmulq_f32(vi3x0123, vw0123); const uint32x4_t vm3x0123 = vcltq_s32(vreinterpretq_s32_f32(vi3x0123), vmovq_n_s32(0)); vacc0x0123 = vbslq_f32(vm0x0123, vacc0x0123, vi0x0123); vacc1x0123 = vbslq_f32(vm1x0123, vacc1x0123, vi1x0123); vacc2x0123 = vbslq_f32(vm2x0123, vacc2x0123, vi2x0123); vacc3x0123 = vbslq_f32(vm3x0123, vacc3x0123, vi3x0123); vst1q_f32(o0, vacc0x0123); o0 += 4; vst1q_f32(o1, vacc1x0123); o1 += 4; vst1q_f32(o2, vacc2x0123); o2 += 4; vst1q_f32(o3, vacc3x0123); o3 += 4; } if XNN_UNLIKELY(c != 0) { const float32x4_t vw0123 = vld1q_f32(w); w += 4; const float32x4_t vi0x0123 = vld1q_f32(i0); i0 = (const float*) ((uintptr_t) i0 + c); const float32x4_t vi1x0123 = vld1q_f32(i1); i1 = (const float*) ((uintptr_t) i1 + c); const float32x4_t vi2x0123 = vld1q_f32(i2); i2 = (const float*) ((uintptr_t) i2 + c); const float32x4_t vi3x0123 = vld1q_f32(i3); i3 = (const float*) ((uintptr_t) i3 + c); float32x4_t vacc0x0123 = vmulq_f32(vi0x0123, vw0123); const uint32x4_t vm0x0123 = vcltq_s32(vreinterpretq_s32_f32(vi0x0123), vmovq_n_s32(0)); float32x4_t vacc1x0123 = vmulq_f32(vi1x0123, vw0123); const uint32x4_t vm1x0123 = vcltq_s32(vreinterpretq_s32_f32(vi1x0123), vmovq_n_s32(0)); float32x4_t vacc2x0123 = vmulq_f32(vi2x0123, vw0123); const uint32x4_t vm2x0123 = vcltq_s32(vreinterpretq_s32_f32(vi2x0123), vmovq_n_s32(0)); float32x4_t vacc3x0123 = vmulq_f32(vi3x0123, vw0123); const uint32x4_t vm3x0123 = vcltq_s32(vreinterpretq_s32_f32(vi3x0123), vmovq_n_s32(0)); vacc0x0123 = vbslq_f32(vm0x0123, vacc0x0123, vi0x0123); vacc1x0123 = vbslq_f32(vm1x0123, vacc1x0123, vi1x0123); vacc2x0123 = vbslq_f32(vm2x0123, vacc2x0123, vi2x0123); vacc3x0123 = vbslq_f32(vm3x0123, vacc3x0123, vi3x0123); float32x2_t vacc0x01 = vget_low_f32(vacc0x0123); float32x2_t vacc1x01 = vget_low_f32(vacc1x0123); float32x2_t vacc2x01 = vget_low_f32(vacc2x0123); float32x2_t vacc3x01 = vget_low_f32(vacc3x0123); if (c & (2 * sizeof(float))) { vst1_f32(o0, vacc0x01); o0 += 2; vst1_f32(o1, vacc1x01); o1 += 2; vst1_f32(o2, vacc2x01); o2 += 2; vst1_f32(o3, vacc3x01); o3 += 2; vacc0x01 = vget_high_f32(vacc0x0123); vacc1x01 = vget_high_f32(vacc1x0123); vacc2x01 = vget_high_f32(vacc2x0123); vacc3x01 = vget_high_f32(vacc3x0123); } if (c & (1 * sizeof(float))) { vst1_lane_f32(o0, vacc0x01, 0); o0 += 1; vst1_lane_f32(o1, vacc1x01, 0); o1 += 1; vst1_lane_f32(o2, vacc2x01, 0); o2 += 1; vst1_lane_f32(o3, vacc3x01, 0); o3 += 1; } } i0 = (const float*) ((uintptr_t) i0 + input_increment); o0 = (float*) ((uintptr_t) o0 + output_increment); i1 = (const float*) ((uintptr_t) i1 + input_increment); o1 = (float*) ((uintptr_t) o1 + output_increment); if XNN_UNPREDICTABLE(rows < 6) { i1 = i0; o1 = o0; } i2 = (const float*) ((uintptr_t) i2 + input_increment); o2 = (float*) ((uintptr_t) o2 + output_increment); if XNN_UNPREDICTABLE(rows <= 6) { i2 = i1; o2 = o1; } i3 = (const float*) ((uintptr_t) i3 + input_increment); o3 = (float*) ((uintptr_t) o3 + output_increment); if XNN_UNPREDICTABLE(rows < 8) { i3 = i2; o3 = o2; } rows = doz(rows, 4); } while (rows != 0); }