// Auto-generated file. Do not edit! // Template: src/f32-dwconv2d-chw/3x3s2p1-neon.c.in // Generator: tools/xngen // // Copyright 2020 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/dwconv.h" #include "xnnpack/math.h" void xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__neon_1x4_acc3( size_t input_height, size_t input_width, const float* input, const float* weights, const float* zero, float* output, uint32_t padding_top, const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(input_height != 0); assert(input_width != 0); assert(input_width % sizeof(float) == 0); assert(padding_top >= 0); assert(padding_top <= 1); const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max); const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min); static const int32_t mask_table[8] = {-1, -1, -1, -1, 0, 0, 0, 0}; const uint32x4_t vmask_even = vld1q_u32((const uint32_t*) &mask_table[4 - (((input_width & 31) + 4) >> 3)]); const uint32x4_t vmask_odd = vld1q_u32((const uint32_t*) &mask_table[4 - ((input_width & 31) >> 3)]); const float32x4_t vw0123 = vld1q_f32(weights); const float32x4_t vw4567 = vld1q_f32(weights + 4); const float32x2_t vw89 = vld1_f32(weights + 8); const size_t input_decrement = round_down_po2(input_width, 4 /* SIMD output width */ * 2 /* subsampling */ * sizeof(float)); const float* i0 = (const float*) ((uintptr_t) input - ((-padding_top) & input_width)); const float* i1 = (const float*) ((uintptr_t) i0 + input_width); if XNN_UNPREDICTABLE(padding_top != 0) { i0 = zero; } const float* i2 = (const float*) ((uintptr_t) i1 + input_width); float* o0 = output; size_t padded_input_height = input_height + padding_top + 1 /* padding bottom */; size_t output_height = (padded_input_height - 3 /* kernel size */ + 2 /* subsampling */) / 2; do { if XNN_UNPREDICTABLE(padded_input_height < 4) { i2 = zero; } float32x4_t vi0x1357 = vmovq_n_f32(0.0f); float32x4_t vi1x1357 = vmovq_n_f32(0.0f); float32x4_t vi2x1357 = vmovq_n_f32(0.0f); size_t w = input_width; for (; w >= 8 * sizeof(float); w -= 8 * sizeof(float)) { float32x4_t vo0p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); const float32x4x2_t vi0x8ACE9BDF = vld2q_f32(i0); i0 += 8; const float32x4x2_t vi1x8ACE9BDF = vld2q_f32(i1); i1 += 8; const float32x4x2_t vi2x8ACE9BDF = vld2q_f32(i2); i2 += 8; float32x4_t vo0p1 = vmulq_lane_f32(vi0x8ACE9BDF.val[0], vget_high_f32(vw0123), 0); float32x4_t vo0p2 = vmulq_lane_f32(vi1x8ACE9BDF.val[0], vget_low_f32(vw4567), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x8ACE9BDF.val[0], vw89, 0); const float32x4_t vi0x79BD = vextq_f32(vi0x1357, vi0x8ACE9BDF.val[1], 3); vi0x1357 = vi0x8ACE9BDF.val[1]; const float32x4_t vi1x79BD = vextq_f32(vi1x1357, vi1x8ACE9BDF.val[1], 3); vi1x1357 = vi1x8ACE9BDF.val[1]; const float32x4_t vi2x79BD = vextq_f32(vi2x1357, vi2x8ACE9BDF.val[1], 3); vi2x1357 = vi2x8ACE9BDF.val[1]; vo0p2 = vmlaq_lane_f32(vo0p2, vi0x79BD, vget_low_f32(vw0123), 1); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x79BD, vget_low_f32(vw4567), 0); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x79BD, vget_high_f32(vw4567), 1); vo0p2 = vmlaq_lane_f32(vo0p2, vi0x8ACE9BDF.val[1], vget_high_f32(vw0123), 1); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x8ACE9BDF.val[1], vget_high_f32(vw4567), 0); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x8ACE9BDF.val[1], vw89, 1); vo0p0 = vaddq_f32(vo0p0, vo0p1); vo0p0 = vaddq_f32(vo0p0, vo0p2); float32x4_t vo0 = vmaxq_f32(vo0p0, vmin); vo0 = vminq_f32(vo0, vmax); vst1q_f32(o0, vo0); o0 += 4; } // Last block has 0-7 pixels to process. assert(w < 8 * sizeof(float)); if XNN_LIKELY(w != 0) { float32x4_t vo0p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); const float32x4x2_t vi0x8ACE9BDF = vld2q_f32(i0); const float32x4x2_t vi1x8ACE9BDF = vld2q_f32(i1); const float32x4x2_t vi2x8ACE9BDF = vld2q_f32(i2); const float32x4_t vi0x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi0x8ACE9BDF.val[0]))); const float32x4_t vi0x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi0x8ACE9BDF.val[1]))); const float32x4_t vi1x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi1x8ACE9BDF.val[0]))); const float32x4_t vi1x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi1x8ACE9BDF.val[1]))); const float32x4_t vi2x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi2x8ACE9BDF.val[0]))); const float32x4_t vi2x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi2x8ACE9BDF.val[1]))); float32x4_t vo0p1 = vmulq_lane_f32(vi0x8ACE, vget_high_f32(vw0123), 0); float32x4_t vo0p2 = vmulq_lane_f32(vi1x8ACE, vget_low_f32(vw4567), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x8ACE, vw89, 0); const float32x4_t vi0x79BD = vextq_f32(vi0x1357, vi0x9BDF, 3); const float32x4_t vi1x79BD = vextq_f32(vi1x1357, vi1x9BDF, 3); const float32x4_t vi2x79BD = vextq_f32(vi2x1357, vi2x9BDF, 3); vo0p2 = vmlaq_lane_f32(vo0p2, vi0x79BD, vget_low_f32(vw0123), 1); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x79BD, vget_low_f32(vw4567), 0); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x79BD, vget_high_f32(vw4567), 1); vo0p2 = vmlaq_lane_f32(vo0p2, vi0x9BDF, vget_high_f32(vw0123), 1); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x9BDF, vget_high_f32(vw4567), 0); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x9BDF, vw89, 1); vo0p0 = vaddq_f32(vo0p0, vo0p1); vo0p0 = vaddq_f32(vo0p0, vo0p2); float32x4_t vo0 = vmaxq_f32(vo0p0, vmin); vo0 = vminq_f32(vo0, vmax); w += 1 * sizeof(float); if (w & (8 * sizeof(float))) { vst1q_f32(o0, vo0); o0 += 4; } else { float32x2_t vo0_lo = vget_low_f32(vo0); if (w & (4 * sizeof(float))) { vst1_f32(o0, vo0_lo); o0 += 2; vo0_lo = vget_high_f32(vo0); } if (w & (2 * sizeof(float))) { vst1_lane_f32(o0, vo0_lo, 0); o0 += 1; } } } i0 = (const float*) ((uintptr_t) i2 - input_decrement); i1 = (const float*) ((uintptr_t) i0 + input_width); i2 = (const float*) ((uintptr_t) i1 + input_width); output_height -= 1; padded_input_height -= 2; } while (output_height != 0); }