// Auto-generated file. Do not edit! // Template: src/f32-dwconv2d-chw/5x5s2p2-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 #include void xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__neon_3x4_acc2( 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_chw_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 >= 1); assert(padding_top <= 2); const uint32x4_t vmask_even = vld1q_u32(params->neon.mask_even); const uint32x4_t vmask_odd = vld1q_u32(params->neon.mask_odd); const float32x4_t vmax = vld1q_dup_f32(¶ms->neon.max); const float32x4_t vmin = vld1q_dup_f32(¶ms->neon.min); const float32x4_t vw0123 = vld1q_f32(weights); const float32x4_t vw4567 = vld1q_f32(weights + 4); const float32x4_t vw89AB = vld1q_f32(weights + 8); const float32x4_t vwCDEF = vld1q_f32(weights + 12); const float32x4_t vwGHIJ = vld1q_f32(weights + 16); const float32x4_t vwKLMN = vld1q_f32(weights + 20); const float32x2_t vwOP = vld1_f32(weights + 24); const uint32_t padding_top_less_1 = padding_top - 1; const size_t input_decrement = round_up_po2(input_width, 8 * sizeof(float)); const float* i0 = zero; const float* i1 = (const float*) ((uintptr_t) input - ((-padding_top_less_1) & input_width)); const float* i2 = (const float*) ((uintptr_t) i1 + input_width); if XNN_UNPREDICTABLE(padding_top_less_1 != 0) { i1 = zero; } const float* i3 = (const float*) ((uintptr_t) i2 + input_width); const float* i4 = (const float*) ((uintptr_t) i3 + input_width); const float* i5 = (const float*) ((uintptr_t) i4 + input_width); const float* i6 = (const float*) ((uintptr_t) i5 + input_width); const float* i7 = (const float*) ((uintptr_t) i6 + input_width); const float* i8 = (const float*) ((uintptr_t) i7 + input_width); const size_t output_width = round_down_po2((input_width + (2 /* padding */ - 3 /* kernel size */ + 2 /* subsampling */) * sizeof(float)) / 2, sizeof(float)); float* o0 = output; float* o1 = (float*) ((uintptr_t) o0 + output_width); float* o2 = (float*) ((uintptr_t) o1 + output_width); size_t padded_input_height = input_height + (padding_top_less_1 + 1) + 2 /* padding bottom */; size_t output_height = (padded_input_height - 5 /* kernel size */ + 2 /* subsampling */) / 2; do { if XNN_UNPREDICTABLE(padded_input_height < 6) { i3 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 7) { i4 = zero; o1 = o0; } if XNN_UNPREDICTABLE(padded_input_height < 8) { i5 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 9) { i6 = zero; o2 = o1; } if XNN_UNPREDICTABLE(padded_input_height < 10) { i7 = zero; } if XNN_UNPREDICTABLE(padded_input_height < 11) { i8 = zero; } float32x4_t vi0x0246 = vmovq_n_f32(0.0f); float32x4_t vi1x0246 = vmovq_n_f32(0.0f); float32x4_t vi2x0246 = vmovq_n_f32(0.0f); float32x4_t vi3x0246 = vmovq_n_f32(0.0f); float32x4_t vi4x0246 = vmovq_n_f32(0.0f); float32x4_t vi5x0246 = vmovq_n_f32(0.0f); float32x4_t vi6x0246 = vmovq_n_f32(0.0f); float32x4_t vi7x0246 = vmovq_n_f32(0.0f); float32x4_t vi8x0246 = vmovq_n_f32(0.0f); float32x4_t vi0x1357 = vmovq_n_f32(0.0f); float32x4_t vi1x1357 = vmovq_n_f32(0.0f); float32x4_t vi2x1357 = vmovq_n_f32(0.0f); float32x4_t vi3x1357 = vmovq_n_f32(0.0f); float32x4_t vi4x1357 = vmovq_n_f32(0.0f); float32x4_t vi5x1357 = vmovq_n_f32(0.0f); float32x4_t vi6x1357 = vmovq_n_f32(0.0f); float32x4_t vi7x1357 = vmovq_n_f32(0.0f); float32x4_t vi8x1357 = vmovq_n_f32(0.0f); float32x4x2_t vi0x8ACE9BDF = vld2q_f32(i0); i0 += 8; float32x4x2_t vi1x8ACE9BDF = vld2q_f32(i1); i1 += 8; float32x4x2_t vi2x8ACE9BDF = vld2q_f32(i2); i2 += 8; float32x4x2_t vi3x8ACE9BDF = vld2q_f32(i3); i3 += 8; float32x4x2_t vi4x8ACE9BDF = vld2q_f32(i4); i4 += 8; float32x4x2_t vi5x8ACE9BDF = vld2q_f32(i5); i5 += 8; float32x4x2_t vi6x8ACE9BDF = vld2q_f32(i6); i6 += 8; float32x4x2_t vi7x8ACE9BDF = vld2q_f32(i7); i7 += 8; float32x4x2_t vi8x8ACE9BDF = vld2q_f32(i8); i8 += 8; 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); float32x4_t vo1p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); float32x4_t vo2p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); float32x4_t vo0p1 = vmulq_lane_f32(vi0x8ACE9BDF.val[0], vget_high_f32(vw0123), 1); float32x4_t vo1p1 = vmulq_lane_f32(vi2x8ACE9BDF.val[0], vget_high_f32(vw0123), 1); float32x4_t vo2p1 = vmulq_lane_f32(vi4x8ACE9BDF.val[0], vget_high_f32(vw0123), 1); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x8ACE9BDF.val[0], vget_low_f32(vw89AB), 0); vo1p0 = vmlaq_lane_f32(vo1p0, vi3x8ACE9BDF.val[0], vget_low_f32(vw89AB), 0); vo2p0 = vmlaq_lane_f32(vo2p0, vi5x8ACE9BDF.val[0], vget_low_f32(vw89AB), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi2x8ACE9BDF.val[0], vget_low_f32(vwCDEF), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi4x8ACE9BDF.val[0], vget_low_f32(vwCDEF), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi6x8ACE9BDF.val[0], vget_low_f32(vwCDEF), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi3x8ACE9BDF.val[0], vget_high_f32(vwGHIJ), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi5x8ACE9BDF.val[0], vget_high_f32(vwGHIJ), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi7x8ACE9BDF.val[0], vget_high_f32(vwGHIJ), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi4x8ACE9BDF.val[0], vget_high_f32(vwKLMN), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi6x8ACE9BDF.val[0], vget_high_f32(vwKLMN), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi8x8ACE9BDF.val[0], vget_high_f32(vwKLMN), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi0x8ACE9BDF.val[1], vget_low_f32(vw4567), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi2x8ACE9BDF.val[1], vget_low_f32(vw4567), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi4x8ACE9BDF.val[1], vget_low_f32(vw4567), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x8ACE9BDF.val[1], vget_low_f32(vw89AB), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi3x8ACE9BDF.val[1], vget_low_f32(vw89AB), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi5x8ACE9BDF.val[1], vget_low_f32(vw89AB), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x8ACE9BDF.val[1], vget_high_f32(vwCDEF), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi4x8ACE9BDF.val[1], vget_high_f32(vwCDEF), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi6x8ACE9BDF.val[1], vget_high_f32(vwCDEF), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi3x8ACE9BDF.val[1], vget_high_f32(vwGHIJ), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi5x8ACE9BDF.val[1], vget_high_f32(vwGHIJ), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi7x8ACE9BDF.val[1], vget_high_f32(vwGHIJ), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi4x8ACE9BDF.val[1], vwOP, 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi6x8ACE9BDF.val[1], vwOP, 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi8x8ACE9BDF.val[1], vwOP, 0); const float32x4_t vi0x68AC = vextq_f32(vi0x0246, vi0x8ACE9BDF.val[0], 3); vi0x0246 = vi0x8ACE9BDF.val[0]; const float32x4_t vi1x68AC = vextq_f32(vi1x0246, vi1x8ACE9BDF.val[0], 3); vi1x0246 = vi1x8ACE9BDF.val[0]; const float32x4_t vi2x68AC = vextq_f32(vi2x0246, vi2x8ACE9BDF.val[0], 3); vi2x0246 = vi2x8ACE9BDF.val[0]; const float32x4_t vi3x68AC = vextq_f32(vi3x0246, vi3x8ACE9BDF.val[0], 3); vi3x0246 = vi3x8ACE9BDF.val[0]; const float32x4_t vi4x68AC = vextq_f32(vi4x0246, vi4x8ACE9BDF.val[0], 3); vi4x0246 = vi4x8ACE9BDF.val[0]; const float32x4_t vi5x68AC = vextq_f32(vi5x0246, vi5x8ACE9BDF.val[0], 3); vi5x0246 = vi5x8ACE9BDF.val[0]; const float32x4_t vi6x68AC = vextq_f32(vi6x0246, vi6x8ACE9BDF.val[0], 3); vi6x0246 = vi6x8ACE9BDF.val[0]; const float32x4_t vi7x68AC = vextq_f32(vi7x0246, vi7x8ACE9BDF.val[0], 3); vi7x0246 = vi7x8ACE9BDF.val[0]; const float32x4_t vi8x68AC = vextq_f32(vi8x0246, vi8x8ACE9BDF.val[0], 3); vi8x0246 = vi8x8ACE9BDF.val[0]; vo0p0 = vmlaq_lane_f32(vo0p0, vi0x68AC, vget_low_f32(vw0123), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi2x68AC, vget_low_f32(vw0123), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi4x68AC, vget_low_f32(vw0123), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi1x68AC, vget_high_f32(vw4567), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi3x68AC, vget_high_f32(vw4567), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi5x68AC, vget_high_f32(vw4567), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi2x68AC, vget_high_f32(vw89AB), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi4x68AC, vget_high_f32(vw89AB), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi6x68AC, vget_high_f32(vw89AB), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi3x68AC, vget_low_f32(vwGHIJ), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi5x68AC, vget_low_f32(vwGHIJ), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi7x68AC, vget_low_f32(vwGHIJ), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi4x68AC, vget_low_f32(vwKLMN), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi6x68AC, vget_low_f32(vwKLMN), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi8x68AC, vget_low_f32(vwKLMN), 1); 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]; const float32x4_t vi3x79BD = vextq_f32(vi3x1357, vi3x8ACE9BDF.val[1], 3); vi3x1357 = vi3x8ACE9BDF.val[1]; const float32x4_t vi4x79BD = vextq_f32(vi4x1357, vi4x8ACE9BDF.val[1], 3); vi4x1357 = vi4x8ACE9BDF.val[1]; const float32x4_t vi5x79BD = vextq_f32(vi5x1357, vi5x8ACE9BDF.val[1], 3); vi5x1357 = vi5x8ACE9BDF.val[1]; const float32x4_t vi6x79BD = vextq_f32(vi6x1357, vi6x8ACE9BDF.val[1], 3); vi6x1357 = vi6x8ACE9BDF.val[1]; const float32x4_t vi7x79BD = vextq_f32(vi7x1357, vi7x8ACE9BDF.val[1], 3); vi7x1357 = vi7x8ACE9BDF.val[1]; const float32x4_t vi8x79BD = vextq_f32(vi8x1357, vi8x8ACE9BDF.val[1], 3); vi8x1357 = vi8x8ACE9BDF.val[1]; const float32x4x2_t vi0xGIKMHJLN = vld2q_f32(i0); i0 += 8; const float32x4x2_t vi1xGIKMHJLN = vld2q_f32(i1); i1 += 8; const float32x4x2_t vi2xGIKMHJLN = vld2q_f32(i2); i2 += 8; const float32x4x2_t vi3xGIKMHJLN = vld2q_f32(i3); i3 += 8; const float32x4x2_t vi4xGIKMHJLN = vld2q_f32(i4); i4 += 8; const float32x4x2_t vi5xGIKMHJLN = vld2q_f32(i5); i5 += 8; const float32x4x2_t vi6xGIKMHJLN = vld2q_f32(i6); i6 += 8; const float32x4x2_t vi7xGIKMHJLN = vld2q_f32(i7); i7 += 8; const float32x4x2_t vi8xGIKMHJLN = vld2q_f32(i8); i8 += 8; vo0p1 = vmlaq_lane_f32(vo0p1, vi0x79BD, vget_high_f32(vw0123), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi2x79BD, vget_high_f32(vw0123), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi4x79BD, vget_high_f32(vw0123), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x79BD, vget_high_f32(vw4567), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi3x79BD, vget_high_f32(vw4567), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi5x79BD, vget_high_f32(vw4567), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x79BD, vget_low_f32(vwCDEF), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi4x79BD, vget_low_f32(vwCDEF), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi6x79BD, vget_low_f32(vwCDEF), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi3x79BD, vget_low_f32(vwGHIJ), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi5x79BD, vget_low_f32(vwGHIJ), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi7x79BD, vget_low_f32(vwGHIJ), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi4x79BD, vget_high_f32(vwKLMN), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi6x79BD, vget_high_f32(vwKLMN), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi8x79BD, vget_high_f32(vwKLMN), 0); const float32x4_t vi0xACEG = vextq_f32(vi0x8ACE9BDF.val[0], vi0xGIKMHJLN.val[0], 1); vi0x8ACE9BDF = vi0xGIKMHJLN; const float32x4_t vi1xACEG = vextq_f32(vi1x8ACE9BDF.val[0], vi1xGIKMHJLN.val[0], 1); vi1x8ACE9BDF = vi1xGIKMHJLN; const float32x4_t vi2xACEG = vextq_f32(vi2x8ACE9BDF.val[0], vi2xGIKMHJLN.val[0], 1); vi2x8ACE9BDF = vi2xGIKMHJLN; const float32x4_t vi3xACEG = vextq_f32(vi3x8ACE9BDF.val[0], vi3xGIKMHJLN.val[0], 1); vi3x8ACE9BDF = vi3xGIKMHJLN; const float32x4_t vi4xACEG = vextq_f32(vi4x8ACE9BDF.val[0], vi4xGIKMHJLN.val[0], 1); vi4x8ACE9BDF = vi4xGIKMHJLN; const float32x4_t vi5xACEG = vextq_f32(vi5x8ACE9BDF.val[0], vi5xGIKMHJLN.val[0], 1); vi5x8ACE9BDF = vi5xGIKMHJLN; const float32x4_t vi6xACEG = vextq_f32(vi6x8ACE9BDF.val[0], vi6xGIKMHJLN.val[0], 1); vi6x8ACE9BDF = vi6xGIKMHJLN; const float32x4_t vi7xACEG = vextq_f32(vi7x8ACE9BDF.val[0], vi7xGIKMHJLN.val[0], 1); vi7x8ACE9BDF = vi7xGIKMHJLN; const float32x4_t vi8xACEG = vextq_f32(vi8x8ACE9BDF.val[0], vi8xGIKMHJLN.val[0], 1); vi8x8ACE9BDF = vi8xGIKMHJLN; vo0p0 = vmlaq_lane_f32(vo0p0, vi0xACEG, vget_low_f32(vw4567), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi2xACEG, vget_low_f32(vw4567), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi4xACEG, vget_low_f32(vw4567), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi1xACEG, vget_high_f32(vw89AB), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi3xACEG, vget_high_f32(vw89AB), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi5xACEG, vget_high_f32(vw89AB), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi2xACEG, vget_high_f32(vwCDEF), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi4xACEG, vget_high_f32(vwCDEF), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi6xACEG, vget_high_f32(vwCDEF), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi3xACEG, vget_low_f32(vwKLMN), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi5xACEG, vget_low_f32(vwKLMN), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi7xACEG, vget_low_f32(vwKLMN), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi4xACEG, vwOP, 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi6xACEG, vwOP, 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi8xACEG, vwOP, 1); vo0p0 = vaddq_f32(vo0p0, vo0p1); vo1p0 = vaddq_f32(vo1p0, vo1p1); vo2p0 = vaddq_f32(vo2p0, vo2p1); float32x4_t vo0 = vmaxq_f32(vo0p0, vmin); float32x4_t vo1 = vmaxq_f32(vo1p0, vmin); float32x4_t vo2 = vmaxq_f32(vo2p0, vmin); vo0 = vminq_f32(vo0, vmax); vo1 = vminq_f32(vo1, vmax); vo2 = vminq_f32(vo2, vmax); vst1q_f32(o2, vo2); o2 += 4; vst1q_f32(o1, vo1); o1 += 4; vst1q_f32(o0, vo0); o0 += 4; } // Last block has 1-8 pixels to process. assert(w <= 8 * sizeof(float)); assert(w >= 1 * sizeof(float)); { float32x4_t vo0p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); float32x4_t vo1p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); float32x4_t vo2p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); const float32x4_t vi0x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi0x8ACE9BDF.val[0]))); const float32x4_t vi1x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi1x8ACE9BDF.val[0]))); const float32x4_t vi2x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi2x8ACE9BDF.val[0]))); const float32x4_t vi3x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi3x8ACE9BDF.val[0]))); const float32x4_t vi4x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi4x8ACE9BDF.val[0]))); const float32x4_t vi5x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi5x8ACE9BDF.val[0]))); const float32x4_t vi6x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi6x8ACE9BDF.val[0]))); const float32x4_t vi7x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi7x8ACE9BDF.val[0]))); const float32x4_t vi8x8ACE = vreinterpretq_f32_u32(vandq_u32(vmask_even, vreinterpretq_u32_f32(vi8x8ACE9BDF.val[0]))); const float32x4_t vi0x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi0x8ACE9BDF.val[1]))); const float32x4_t vi1x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi1x8ACE9BDF.val[1]))); const float32x4_t vi2x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi2x8ACE9BDF.val[1]))); const float32x4_t vi3x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi3x8ACE9BDF.val[1]))); const float32x4_t vi4x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi4x8ACE9BDF.val[1]))); const float32x4_t vi5x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi5x8ACE9BDF.val[1]))); const float32x4_t vi6x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi6x8ACE9BDF.val[1]))); const float32x4_t vi7x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi7x8ACE9BDF.val[1]))); const float32x4_t vi8x9BDF = vreinterpretq_f32_u32(vandq_u32(vmask_odd, vreinterpretq_u32_f32(vi8x8ACE9BDF.val[1]))); float32x4_t vo0p1 = vmulq_lane_f32(vi0x8ACE, vget_high_f32(vw0123), 1); float32x4_t vo1p1 = vmulq_lane_f32(vi2x8ACE, vget_high_f32(vw0123), 1); float32x4_t vo2p1 = vmulq_lane_f32(vi4x8ACE, vget_high_f32(vw0123), 1); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x8ACE, vget_low_f32(vw89AB), 0); vo1p0 = vmlaq_lane_f32(vo1p0, vi3x8ACE, vget_low_f32(vw89AB), 0); vo2p0 = vmlaq_lane_f32(vo2p0, vi5x8ACE, vget_low_f32(vw89AB), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi2x8ACE, vget_low_f32(vwCDEF), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi4x8ACE, vget_low_f32(vwCDEF), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi6x8ACE, vget_low_f32(vwCDEF), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi3x8ACE, vget_high_f32(vwGHIJ), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi5x8ACE, vget_high_f32(vwGHIJ), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi7x8ACE, vget_high_f32(vwGHIJ), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi4x8ACE, vget_high_f32(vwKLMN), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi6x8ACE, vget_high_f32(vwKLMN), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi8x8ACE, vget_high_f32(vwKLMN), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi0x9BDF, vget_low_f32(vw4567), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi2x9BDF, vget_low_f32(vw4567), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi4x9BDF, vget_low_f32(vw4567), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x9BDF, vget_low_f32(vw89AB), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi3x9BDF, vget_low_f32(vw89AB), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi5x9BDF, vget_low_f32(vw89AB), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x9BDF, vget_high_f32(vwCDEF), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi4x9BDF, vget_high_f32(vwCDEF), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi6x9BDF, vget_high_f32(vwCDEF), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi3x9BDF, vget_high_f32(vwGHIJ), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi5x9BDF, vget_high_f32(vwGHIJ), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi7x9BDF, vget_high_f32(vwGHIJ), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi4x9BDF, vwOP, 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi6x9BDF, vwOP, 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi8x9BDF, vwOP, 0); const float32x4_t vi0x68AC = vextq_f32(vi0x0246, vi0x8ACE, 3); const float32x4_t vi1x68AC = vextq_f32(vi1x0246, vi1x8ACE, 3); const float32x4_t vi2x68AC = vextq_f32(vi2x0246, vi2x8ACE, 3); const float32x4_t vi3x68AC = vextq_f32(vi3x0246, vi3x8ACE, 3); const float32x4_t vi4x68AC = vextq_f32(vi4x0246, vi4x8ACE, 3); const float32x4_t vi5x68AC = vextq_f32(vi5x0246, vi5x8ACE, 3); const float32x4_t vi6x68AC = vextq_f32(vi6x0246, vi6x8ACE, 3); const float32x4_t vi7x68AC = vextq_f32(vi7x0246, vi7x8ACE, 3); const float32x4_t vi8x68AC = vextq_f32(vi8x0246, vi8x8ACE, 3); vo0p0 = vmlaq_lane_f32(vo0p0, vi0x68AC, vget_low_f32(vw0123), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi2x68AC, vget_low_f32(vw0123), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi4x68AC, vget_low_f32(vw0123), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi1x68AC, vget_high_f32(vw4567), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi3x68AC, vget_high_f32(vw4567), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi5x68AC, vget_high_f32(vw4567), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi2x68AC, vget_high_f32(vw89AB), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi4x68AC, vget_high_f32(vw89AB), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi6x68AC, vget_high_f32(vw89AB), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi3x68AC, vget_low_f32(vwGHIJ), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi5x68AC, vget_low_f32(vwGHIJ), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi7x68AC, vget_low_f32(vwGHIJ), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi4x68AC, vget_low_f32(vwKLMN), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi6x68AC, vget_low_f32(vwKLMN), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi8x68AC, vget_low_f32(vwKLMN), 1); 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); const float32x4_t vi3x79BD = vextq_f32(vi3x1357, vi3x9BDF, 3); const float32x4_t vi4x79BD = vextq_f32(vi4x1357, vi4x9BDF, 3); const float32x4_t vi5x79BD = vextq_f32(vi5x1357, vi5x9BDF, 3); const float32x4_t vi6x79BD = vextq_f32(vi6x1357, vi6x9BDF, 3); const float32x4_t vi7x79BD = vextq_f32(vi7x1357, vi7x9BDF, 3); const float32x4_t vi8x79BD = vextq_f32(vi8x1357, vi8x9BDF, 3); vo0p1 = vmlaq_lane_f32(vo0p1, vi0x79BD, vget_high_f32(vw0123), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi2x79BD, vget_high_f32(vw0123), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi4x79BD, vget_high_f32(vw0123), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi1x79BD, vget_high_f32(vw4567), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi3x79BD, vget_high_f32(vw4567), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi5x79BD, vget_high_f32(vw4567), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi2x79BD, vget_low_f32(vwCDEF), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi4x79BD, vget_low_f32(vwCDEF), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi6x79BD, vget_low_f32(vwCDEF), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi3x79BD, vget_low_f32(vwGHIJ), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi5x79BD, vget_low_f32(vwGHIJ), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi7x79BD, vget_low_f32(vwGHIJ), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi4x79BD, vget_high_f32(vwKLMN), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi6x79BD, vget_high_f32(vwKLMN), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi8x79BD, vget_high_f32(vwKLMN), 0); const float32x4_t vzero = vmovq_n_f32(0.0f); const float32x4_t vi0xACEG = vextq_f32(vi0x8ACE, vzero, 1); const float32x4_t vi1xACEG = vextq_f32(vi1x8ACE, vzero, 1); const float32x4_t vi2xACEG = vextq_f32(vi2x8ACE, vzero, 1); const float32x4_t vi3xACEG = vextq_f32(vi3x8ACE, vzero, 1); const float32x4_t vi4xACEG = vextq_f32(vi4x8ACE, vzero, 1); const float32x4_t vi5xACEG = vextq_f32(vi5x8ACE, vzero, 1); const float32x4_t vi6xACEG = vextq_f32(vi6x8ACE, vzero, 1); const float32x4_t vi7xACEG = vextq_f32(vi7x8ACE, vzero, 1); const float32x4_t vi8xACEG = vextq_f32(vi8x8ACE, vzero, 1); vo0p0 = vmlaq_lane_f32(vo0p0, vi0xACEG, vget_low_f32(vw4567), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi2xACEG, vget_low_f32(vw4567), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi4xACEG, vget_low_f32(vw4567), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi1xACEG, vget_high_f32(vw89AB), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi3xACEG, vget_high_f32(vw89AB), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi5xACEG, vget_high_f32(vw89AB), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi2xACEG, vget_high_f32(vwCDEF), 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi4xACEG, vget_high_f32(vwCDEF), 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi6xACEG, vget_high_f32(vwCDEF), 1); vo0p1 = vmlaq_lane_f32(vo0p1, vi3xACEG, vget_low_f32(vwKLMN), 0); vo1p1 = vmlaq_lane_f32(vo1p1, vi5xACEG, vget_low_f32(vwKLMN), 0); vo2p1 = vmlaq_lane_f32(vo2p1, vi7xACEG, vget_low_f32(vwKLMN), 0); vo0p0 = vmlaq_lane_f32(vo0p0, vi4xACEG, vwOP, 1); vo1p0 = vmlaq_lane_f32(vo1p0, vi6xACEG, vwOP, 1); vo2p0 = vmlaq_lane_f32(vo2p0, vi8xACEG, vwOP, 1); vo0p0 = vaddq_f32(vo0p0, vo0p1); vo1p0 = vaddq_f32(vo1p0, vo1p1); vo2p0 = vaddq_f32(vo2p0, vo2p1); float32x4_t vo0 = vmaxq_f32(vo0p0, vmin); float32x4_t vo1 = vmaxq_f32(vo1p0, vmin); float32x4_t vo2 = vmaxq_f32(vo2p0, vmin); vo0 = vminq_f32(vo0, vmax); vo1 = vminq_f32(vo1, vmax); vo2 = vminq_f32(vo2, vmax); size_t w_tmp = (w + 1 * sizeof(float)) / (2 * sizeof(float)); if XNN_LIKELY(w_tmp >= 4) { vst1q_f32(o2, vo2); o2 += 4; vst1q_f32(o1, vo1); o1 += 4; vst1q_f32(o0, vo0); o0 += 4; } else { float32x2_t vo0_lo = vget_low_f32(vo0); float32x2_t vo1_lo = vget_low_f32(vo1); float32x2_t vo2_lo = vget_low_f32(vo2); if (w_tmp & 2) { vst1_f32(o2, vo2_lo); o2 += 2; vst1_f32(o1, vo1_lo); o1 += 2; vst1_f32(o0, vo0_lo); o0 += 2; vo0_lo = vget_high_f32(vo0); vo1_lo = vget_high_f32(vo1); vo2_lo = vget_high_f32(vo2); } if (w_tmp & 1) { vst1_lane_f32(o2, vo2_lo, 0); o2 += 1; vst1_lane_f32(o1, vo1_lo, 0); o1 += 1; vst1_lane_f32(o0, vo0_lo, 0); o0 += 1; } } } i0 = (const float*) ((uintptr_t) i6 - input_decrement); i1 = (const float*) ((uintptr_t) i7 - input_decrement); i2 = (const float*) ((uintptr_t) i8 - input_decrement); i3 = (const float*) ((uintptr_t) i2 + input_width); i4 = (const float*) ((uintptr_t) i3 + input_width); i5 = (const float*) ((uintptr_t) i4 + input_width); i6 = (const float*) ((uintptr_t) i5 + input_width); i7 = (const float*) ((uintptr_t) i6 + input_width); i8 = (const float*) ((uintptr_t) i7 + input_width); o0 = o2; o1 = (float*) ((uintptr_t) o0 + output_width); o2 = (float*) ((uintptr_t) o1 + output_width); output_height = doz(output_height, 3); padded_input_height = doz(padded_input_height, 6); } while (output_height != 0); }