// Auto-generated file. Do not edit! // Template: src/f16-dwconv2d-chw/5x5p2-neonfp16arith.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 #include void xnn_f16_dwconv2d_chw_ukernel_5x5p2__neonfp16arith_4x8( size_t input_height, size_t input_width, const void* input, const void* weights, const void* zero, void* output, uint32_t padding_top, const union xnn_f16_chw_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(input_height != 0); assert(input_width != 0); assert(input_width % sizeof(uint16_t) == 0); assert(padding_top == 2); #if XNN_ARCH_ARM64 const uint16x8x2_t vminmax = vld2q_dup_u16(¶ms->neonfp16arith_stride1.min); const float16x8_t vmin = vreinterpretq_f16_u16(vminmax.val[0]); const float16x8_t vmax = vreinterpretq_f16_u16(vminmax.val[1]); #else // vld2_dup is to work around aarch32 clang bug with vld1q_dup const uint16x4x2_t vminmax = vld2_dup_u16(¶ms->neonfp16arith_stride1.min); const float16x8_t vmin = vreinterpretq_f16_u16(vcombine_u16(vminmax.val[0], vminmax.val[0])); const float16x8_t vmax = vreinterpretq_f16_u16(vcombine_u16(vminmax.val[1], vminmax.val[1])); #endif const uint16x8_t vmask = vld1q_u16(params->neonfp16arith_stride1.mask); const uint16_t* w = (const uint16_t*) weights; const float16x8_t vw01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); const float16x8_t vw89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(w + 8)); const float16x8_t vwGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(w + 16)); const float16x4_t vwOP = vreinterpret_f16_u32(vld1_dup_u32((const void*) (w + 24))); const size_t input_decrement = round_up_po2(input_width, 8 * sizeof(uint16_t)); const uint16_t* i0 = zero; const uint16_t* i1 = zero; const uint16_t* i2 = input; const uint16_t* i3 = (const uint16_t*) ((uintptr_t) i2 + input_width); const uint16_t* i4 = (const uint16_t*) ((uintptr_t) i3 + input_width); const uint16_t* i5 = (const uint16_t*) ((uintptr_t) i4 + input_width); const uint16_t* i6 = (const uint16_t*) ((uintptr_t) i5 + input_width); const uint16_t* i7 = (const uint16_t*) ((uintptr_t) i6 + input_width); uint16_t* o0 = output; uint16_t* o1 = (uint16_t*) ((uintptr_t) o0 + input_width); uint16_t* o2 = (uint16_t*) ((uintptr_t) o1 + input_width); uint16_t* o3 = (uint16_t*) ((uintptr_t) o2 + input_width); size_t output_height = input_height; do { if XNN_UNPREDICTABLE(output_height < 2) { i3 = zero; o1 = o0; } if XNN_UNPREDICTABLE(output_height < 3) { i4 = zero; o2 = o1; } if XNN_UNPREDICTABLE(output_height < 4) { i5 = zero; o3 = o2; } if XNN_UNPREDICTABLE(output_height < 5) { i6 = zero; } if XNN_UNPREDICTABLE(output_height < 6) { i7 = zero; } float16x8_t vi0x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi1x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi2x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi3x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi4x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi5x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi6x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi7x01234567 = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi0x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; float16x8_t vi1x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; float16x8_t vi2x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; float16x8_t vi3x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; float16x8_t vi4x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i4)); i4 += 8; float16x8_t vi5x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i5)); i5 += 8; float16x8_t vi6x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i6)); i6 += 8; float16x8_t vi7x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(i7)); i7 += 8; size_t w = input_width; for (; w > 16 * sizeof(uint16_t); w -= 8 * sizeof(uint16_t)) { float16x8_t vo0p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo1p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo2p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo3p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); const float16x8_t vi0xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; const float16x8_t vi1xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; const float16x8_t vi2xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; const float16x8_t vi3xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; const float16x8_t vi4xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i4)); i4 += 8; const float16x8_t vi5xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i5)); i5 += 8; const float16x8_t vi6xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i6)); i6 += 8; const float16x8_t vi7xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i7)); i7 += 8; // Center column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x89ABCDEF, vw01234567, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x89ABCDEF, vw01234567, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x89ABCDEF, vw01234567, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x89ABCDEF, vw01234567, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x89ABCDEF, vw89ABCDEF, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x89ABCDEF, vw89ABCDEF, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x89ABCDEF, vw89ABCDEF, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x89ABCDEF, vw89ABCDEF, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x89ABCDEF, vw89ABCDEF, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x89ABCDEF, vw89ABCDEF, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x89ABCDEF, vw89ABCDEF, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x89ABCDEF, vw89ABCDEF, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x89ABCDEF, vwGHIJKLMN, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x89ABCDEF, vwGHIJKLMN, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x89ABCDEF, vwGHIJKLMN, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x89ABCDEF, vwGHIJKLMN, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x89ABCDEF, vwGHIJKLMN, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x89ABCDEF, vwGHIJKLMN, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x89ABCDEF, vwGHIJKLMN, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x89ABCDEF, vwGHIJKLMN, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif // Left by 1 column const float16x8_t vi0x789ABCDE = vextq_f16(vi0x01234567, vi0x89ABCDEF, 7); const float16x8_t vi1x789ABCDE = vextq_f16(vi1x01234567, vi1x89ABCDEF, 7); const float16x8_t vi2x789ABCDE = vextq_f16(vi2x01234567, vi2x89ABCDEF, 7); const float16x8_t vi3x789ABCDE = vextq_f16(vi3x01234567, vi3x89ABCDEF, 7); const float16x8_t vi4x789ABCDE = vextq_f16(vi4x01234567, vi4x89ABCDEF, 7); const float16x8_t vi5x789ABCDE = vextq_f16(vi5x01234567, vi5x89ABCDEF, 7); const float16x8_t vi6x789ABCDE = vextq_f16(vi6x01234567, vi6x89ABCDEF, 7); const float16x8_t vi7x789ABCDE = vextq_f16(vi7x01234567, vi7x89ABCDEF, 7); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x789ABCDE, vw01234567, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x789ABCDE, vw01234567, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x789ABCDE, vw01234567, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x789ABCDE, vw01234567, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x789ABCDE, vw01234567, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x789ABCDE, vw01234567, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x789ABCDE, vw01234567, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x789ABCDE, vw01234567, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x789ABCDE, vw89ABCDEF, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x789ABCDE, vw89ABCDEF, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x789ABCDE, vw89ABCDEF, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x789ABCDE, vw89ABCDEF, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x789ABCDE, vwGHIJKLMN, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x789ABCDE, vwGHIJKLMN, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x789ABCDE, vwGHIJKLMN, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x789ABCDE, vwGHIJKLMN, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x789ABCDE, vwGHIJKLMN, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x789ABCDE, vwGHIJKLMN, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x789ABCDE, vwGHIJKLMN, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x789ABCDE, vwGHIJKLMN, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif // Left by 2 column const float16x8_t vi0x6789ABCD = vextq_f16(vi0x01234567, vi0x89ABCDEF, 6); vi0x01234567 = vi0x89ABCDEF; const float16x8_t vi1x6789ABCD = vextq_f16(vi1x01234567, vi1x89ABCDEF, 6); vi1x01234567 = vi1x89ABCDEF; const float16x8_t vi2x6789ABCD = vextq_f16(vi2x01234567, vi2x89ABCDEF, 6); vi2x01234567 = vi2x89ABCDEF; const float16x8_t vi3x6789ABCD = vextq_f16(vi3x01234567, vi3x89ABCDEF, 6); vi3x01234567 = vi3x89ABCDEF; const float16x8_t vi4x6789ABCD = vextq_f16(vi4x01234567, vi4x89ABCDEF, 6); vi4x01234567 = vi4x89ABCDEF; const float16x8_t vi5x6789ABCD = vextq_f16(vi5x01234567, vi5x89ABCDEF, 6); vi5x01234567 = vi5x89ABCDEF; const float16x8_t vi6x6789ABCD = vextq_f16(vi6x01234567, vi6x89ABCDEF, 6); vi6x01234567 = vi6x89ABCDEF; const float16x8_t vi7x6789ABCD = vextq_f16(vi7x01234567, vi7x89ABCDEF, 6); vi7x01234567 = vi7x89ABCDEF; #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x6789ABCD, vw01234567, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x6789ABCD, vw01234567, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x6789ABCD, vw01234567, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x6789ABCD, vw01234567, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x6789ABCD, vw01234567, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x6789ABCD, vw01234567, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x6789ABCD, vw01234567, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x6789ABCD, vw01234567, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x6789ABCD, vw89ABCDEF, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x6789ABCD, vw89ABCDEF, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x6789ABCD, vw89ABCDEF, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x6789ABCD, vw89ABCDEF, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x6789ABCD, vwGHIJKLMN, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x6789ABCD, vwGHIJKLMN, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x6789ABCD, vwGHIJKLMN, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x6789ABCD, vwGHIJKLMN, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x6789ABCD, vwGHIJKLMN, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x6789ABCD, vwGHIJKLMN, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x6789ABCD, vwGHIJKLMN, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x6789ABCD, vwGHIJKLMN, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif // Right by 1 column const float16x8_t vi0x9ABCDEFG = vextq_f16(vi0x89ABCDEF, vi0xGHIJKLMN, 1); const float16x8_t vi1x9ABCDEFG = vextq_f16(vi1x89ABCDEF, vi1xGHIJKLMN, 1); const float16x8_t vi2x9ABCDEFG = vextq_f16(vi2x89ABCDEF, vi2xGHIJKLMN, 1); const float16x8_t vi3x9ABCDEFG = vextq_f16(vi3x89ABCDEF, vi3xGHIJKLMN, 1); const float16x8_t vi4x9ABCDEFG = vextq_f16(vi4x89ABCDEF, vi4xGHIJKLMN, 1); const float16x8_t vi5x9ABCDEFG = vextq_f16(vi5x89ABCDEF, vi5xGHIJKLMN, 1); const float16x8_t vi6x9ABCDEFG = vextq_f16(vi6x89ABCDEF, vi6xGHIJKLMN, 1); const float16x8_t vi7x9ABCDEFG = vextq_f16(vi7x89ABCDEF, vi7xGHIJKLMN, 1); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x9ABCDEFG, vw01234567, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x9ABCDEFG, vw01234567, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x9ABCDEFG, vw01234567, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x9ABCDEFG, vw01234567, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x9ABCDEFG, vw89ABCDEF, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x9ABCDEFG, vw89ABCDEF, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x9ABCDEFG, vw89ABCDEF, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x9ABCDEFG, vw89ABCDEF, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x9ABCDEFG, vw89ABCDEF, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x9ABCDEFG, vw89ABCDEF, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x9ABCDEFG, vw89ABCDEF, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x9ABCDEFG, vw89ABCDEF, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x9ABCDEFG, vwGHIJKLMN, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x9ABCDEFG, vwGHIJKLMN, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x9ABCDEFG, vwGHIJKLMN, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x9ABCDEFG, vwGHIJKLMN, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi4x9ABCDEFG, vwOP, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_lane_f16(vo1p0, vi5x9ABCDEFG, vwOP, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_lane_f16(vo2p0, vi6x9ABCDEFG, vwOP, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_lane_f16(vo3p0, vi7x9ABCDEFG, vwOP, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x9ABCDEFG, vwOP, 0); #endif // Right by 2 column const float16x8_t vi0xABCDEFGH = vextq_f16(vi0x89ABCDEF, vi0xGHIJKLMN, 2); vi0x89ABCDEF = vi0xGHIJKLMN; const float16x8_t vi1xABCDEFGH = vextq_f16(vi1x89ABCDEF, vi1xGHIJKLMN, 2); vi1x89ABCDEF = vi1xGHIJKLMN; const float16x8_t vi2xABCDEFGH = vextq_f16(vi2x89ABCDEF, vi2xGHIJKLMN, 2); vi2x89ABCDEF = vi2xGHIJKLMN; const float16x8_t vi3xABCDEFGH = vextq_f16(vi3x89ABCDEF, vi3xGHIJKLMN, 2); vi3x89ABCDEF = vi3xGHIJKLMN; const float16x8_t vi4xABCDEFGH = vextq_f16(vi4x89ABCDEF, vi4xGHIJKLMN, 2); vi4x89ABCDEF = vi4xGHIJKLMN; const float16x8_t vi5xABCDEFGH = vextq_f16(vi5x89ABCDEF, vi5xGHIJKLMN, 2); vi5x89ABCDEF = vi5xGHIJKLMN; const float16x8_t vi6xABCDEFGH = vextq_f16(vi6x89ABCDEF, vi6xGHIJKLMN, 2); vi6x89ABCDEF = vi6xGHIJKLMN; const float16x8_t vi7xABCDEFGH = vextq_f16(vi7x89ABCDEF, vi7xGHIJKLMN, 2); vi7x89ABCDEF = vi7xGHIJKLMN; #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xABCDEFGH, vw01234567, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1xABCDEFGH, vw01234567, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2xABCDEFGH, vw01234567, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3xABCDEFGH, vw01234567, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xABCDEFGH, vw89ABCDEF, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2xABCDEFGH, vw89ABCDEF, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3xABCDEFGH, vw89ABCDEF, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4xABCDEFGH, vw89ABCDEF, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2xABCDEFGH, vw89ABCDEF, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3xABCDEFGH, vw89ABCDEF, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4xABCDEFGH, vw89ABCDEF, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5xABCDEFGH, vw89ABCDEF, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3xABCDEFGH, vwGHIJKLMN, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4xABCDEFGH, vwGHIJKLMN, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5xABCDEFGH, vwGHIJKLMN, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6xABCDEFGH, vwGHIJKLMN, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi4xABCDEFGH, vwOP, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_lane_f16(vo1p0, vi5xABCDEFGH, vwOP, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_lane_f16(vo2p0, vi6xABCDEFGH, vwOP, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_lane_f16(vo3p0, vi7xABCDEFGH, vwOP, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7xABCDEFGH, vwOP, 1); #endif float16x8_t vo0 = vmaxq_f16(vo0p0, vmin); float16x8_t vo1 = vmaxq_f16(vo1p0, vmin); float16x8_t vo2 = vmaxq_f16(vo2p0, vmin); float16x8_t vo3 = vmaxq_f16(vo3p0, vmin); vo0 = vminq_f16(vo0, vmax); vo1 = vminq_f16(vo1, vmax); vo2 = vminq_f16(vo2, vmax); vo3 = vminq_f16(vo3, vmax); vst1q_u16(o3, vreinterpretq_u16_f16(vo3)); o3 += 8; vst1q_u16(o2, vreinterpretq_u16_f16(vo2)); o2 += 8; vst1q_u16(o1, vreinterpretq_u16_f16(vo1)); o1 += 8; vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8; } // Always process the last block of 5..16 pixels. assert(w <= 16 * sizeof(uint16_t)); if XNN_LIKELY(w > 8 * sizeof(uint16_t)) { float16x8_t vo0p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo1p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo2p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo3p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vi0xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i0)); i0 += 8; float16x8_t vi1xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i1)); i1 += 8; float16x8_t vi2xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i2)); i2 += 8; float16x8_t vi3xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i3)); i3 += 8; float16x8_t vi4xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i4)); i4 += 8; float16x8_t vi5xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i5)); i5 += 8; float16x8_t vi6xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i6)); i6 += 8; float16x8_t vi7xGHIJKLMN = vreinterpretq_f16_u16(vld1q_u16(i7)); i7 += 8; vi0xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi0xGHIJKLMN))); vi1xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi1xGHIJKLMN))); vi2xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi2xGHIJKLMN))); vi3xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi3xGHIJKLMN))); vi4xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi4xGHIJKLMN))); vi5xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi5xGHIJKLMN))); vi6xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi6xGHIJKLMN))); vi7xGHIJKLMN = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi7xGHIJKLMN))); // Center column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x89ABCDEF, vw01234567, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x89ABCDEF, vw01234567, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x89ABCDEF, vw01234567, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x89ABCDEF, vw01234567, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x89ABCDEF, vw89ABCDEF, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x89ABCDEF, vw89ABCDEF, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x89ABCDEF, vw89ABCDEF, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x89ABCDEF, vw89ABCDEF, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x89ABCDEF, vw89ABCDEF, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x89ABCDEF, vw89ABCDEF, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x89ABCDEF, vw89ABCDEF, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x89ABCDEF, vw89ABCDEF, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x89ABCDEF, vwGHIJKLMN, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x89ABCDEF, vwGHIJKLMN, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x89ABCDEF, vwGHIJKLMN, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x89ABCDEF, vwGHIJKLMN, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x89ABCDEF, vwGHIJKLMN, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x89ABCDEF, vwGHIJKLMN, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x89ABCDEF, vwGHIJKLMN, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x89ABCDEF, vwGHIJKLMN, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif // Left by 1 column const float16x8_t vi0x789ABCDE = vextq_f16(vi0x01234567, vi0x89ABCDEF, 7); const float16x8_t vi1x789ABCDE = vextq_f16(vi1x01234567, vi1x89ABCDEF, 7); const float16x8_t vi2x789ABCDE = vextq_f16(vi2x01234567, vi2x89ABCDEF, 7); const float16x8_t vi3x789ABCDE = vextq_f16(vi3x01234567, vi3x89ABCDEF, 7); const float16x8_t vi4x789ABCDE = vextq_f16(vi4x01234567, vi4x89ABCDEF, 7); const float16x8_t vi5x789ABCDE = vextq_f16(vi5x01234567, vi5x89ABCDEF, 7); const float16x8_t vi6x789ABCDE = vextq_f16(vi6x01234567, vi6x89ABCDEF, 7); const float16x8_t vi7x789ABCDE = vextq_f16(vi7x01234567, vi7x89ABCDEF, 7); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x789ABCDE, vw01234567, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x789ABCDE, vw01234567, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x789ABCDE, vw01234567, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x789ABCDE, vw01234567, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x789ABCDE, vw01234567, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x789ABCDE, vw01234567, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x789ABCDE, vw01234567, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x789ABCDE, vw01234567, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x789ABCDE, vw89ABCDEF, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x789ABCDE, vw89ABCDEF, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x789ABCDE, vw89ABCDEF, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x789ABCDE, vw89ABCDEF, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x789ABCDE, vwGHIJKLMN, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x789ABCDE, vwGHIJKLMN, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x789ABCDE, vwGHIJKLMN, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x789ABCDE, vwGHIJKLMN, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x789ABCDE, vwGHIJKLMN, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x789ABCDE, vwGHIJKLMN, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x789ABCDE, vwGHIJKLMN, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x789ABCDE, vwGHIJKLMN, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif // Left by 2 column const float16x8_t vi0x6789ABCD = vextq_f16(vi0x01234567, vi0x89ABCDEF, 6); vi0x01234567 = vi0x89ABCDEF; const float16x8_t vi1x6789ABCD = vextq_f16(vi1x01234567, vi1x89ABCDEF, 6); vi1x01234567 = vi1x89ABCDEF; const float16x8_t vi2x6789ABCD = vextq_f16(vi2x01234567, vi2x89ABCDEF, 6); vi2x01234567 = vi2x89ABCDEF; const float16x8_t vi3x6789ABCD = vextq_f16(vi3x01234567, vi3x89ABCDEF, 6); vi3x01234567 = vi3x89ABCDEF; const float16x8_t vi4x6789ABCD = vextq_f16(vi4x01234567, vi4x89ABCDEF, 6); vi4x01234567 = vi4x89ABCDEF; const float16x8_t vi5x6789ABCD = vextq_f16(vi5x01234567, vi5x89ABCDEF, 6); vi5x01234567 = vi5x89ABCDEF; const float16x8_t vi6x6789ABCD = vextq_f16(vi6x01234567, vi6x89ABCDEF, 6); vi6x01234567 = vi6x89ABCDEF; const float16x8_t vi7x6789ABCD = vextq_f16(vi7x01234567, vi7x89ABCDEF, 6); vi7x01234567 = vi7x89ABCDEF; #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x6789ABCD, vw01234567, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x6789ABCD, vw01234567, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x6789ABCD, vw01234567, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x6789ABCD, vw01234567, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x6789ABCD, vw01234567, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x6789ABCD, vw01234567, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x6789ABCD, vw01234567, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x6789ABCD, vw01234567, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x6789ABCD, vw89ABCDEF, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x6789ABCD, vw89ABCDEF, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x6789ABCD, vw89ABCDEF, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x6789ABCD, vw89ABCDEF, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x6789ABCD, vwGHIJKLMN, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x6789ABCD, vwGHIJKLMN, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x6789ABCD, vwGHIJKLMN, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x6789ABCD, vwGHIJKLMN, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x6789ABCD, vwGHIJKLMN, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x6789ABCD, vwGHIJKLMN, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x6789ABCD, vwGHIJKLMN, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x6789ABCD, vwGHIJKLMN, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif // Right by 1 column const float16x8_t vi0x9ABCDEFG = vextq_f16(vi0x89ABCDEF, vi0xGHIJKLMN, 1); const float16x8_t vi1x9ABCDEFG = vextq_f16(vi1x89ABCDEF, vi1xGHIJKLMN, 1); const float16x8_t vi2x9ABCDEFG = vextq_f16(vi2x89ABCDEF, vi2xGHIJKLMN, 1); const float16x8_t vi3x9ABCDEFG = vextq_f16(vi3x89ABCDEF, vi3xGHIJKLMN, 1); const float16x8_t vi4x9ABCDEFG = vextq_f16(vi4x89ABCDEF, vi4xGHIJKLMN, 1); const float16x8_t vi5x9ABCDEFG = vextq_f16(vi5x89ABCDEF, vi5xGHIJKLMN, 1); const float16x8_t vi6x9ABCDEFG = vextq_f16(vi6x89ABCDEF, vi6xGHIJKLMN, 1); const float16x8_t vi7x9ABCDEFG = vextq_f16(vi7x89ABCDEF, vi7xGHIJKLMN, 1); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x9ABCDEFG, vw01234567, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x9ABCDEFG, vw01234567, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x9ABCDEFG, vw01234567, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x9ABCDEFG, vw01234567, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x9ABCDEFG, vw89ABCDEF, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x9ABCDEFG, vw89ABCDEF, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x9ABCDEFG, vw89ABCDEF, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x9ABCDEFG, vw89ABCDEF, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x9ABCDEFG, vw89ABCDEF, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x9ABCDEFG, vw89ABCDEF, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x9ABCDEFG, vw89ABCDEF, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x9ABCDEFG, vw89ABCDEF, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x9ABCDEFG, vwGHIJKLMN, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x9ABCDEFG, vwGHIJKLMN, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x9ABCDEFG, vwGHIJKLMN, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x9ABCDEFG, vwGHIJKLMN, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi4x9ABCDEFG, vwOP, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_lane_f16(vo1p0, vi5x9ABCDEFG, vwOP, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_lane_f16(vo2p0, vi6x9ABCDEFG, vwOP, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_lane_f16(vo3p0, vi7x9ABCDEFG, vwOP, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x9ABCDEFG, vwOP, 0); #endif // Right by 2 column const float16x8_t vi0xABCDEFGH = vextq_f16(vi0x89ABCDEF, vi0xGHIJKLMN, 2); vi0x89ABCDEF = vi0xGHIJKLMN; const float16x8_t vi1xABCDEFGH = vextq_f16(vi1x89ABCDEF, vi1xGHIJKLMN, 2); vi1x89ABCDEF = vi1xGHIJKLMN; const float16x8_t vi2xABCDEFGH = vextq_f16(vi2x89ABCDEF, vi2xGHIJKLMN, 2); vi2x89ABCDEF = vi2xGHIJKLMN; const float16x8_t vi3xABCDEFGH = vextq_f16(vi3x89ABCDEF, vi3xGHIJKLMN, 2); vi3x89ABCDEF = vi3xGHIJKLMN; const float16x8_t vi4xABCDEFGH = vextq_f16(vi4x89ABCDEF, vi4xGHIJKLMN, 2); vi4x89ABCDEF = vi4xGHIJKLMN; const float16x8_t vi5xABCDEFGH = vextq_f16(vi5x89ABCDEF, vi5xGHIJKLMN, 2); vi5x89ABCDEF = vi5xGHIJKLMN; const float16x8_t vi6xABCDEFGH = vextq_f16(vi6x89ABCDEF, vi6xGHIJKLMN, 2); vi6x89ABCDEF = vi6xGHIJKLMN; const float16x8_t vi7xABCDEFGH = vextq_f16(vi7x89ABCDEF, vi7xGHIJKLMN, 2); vi7x89ABCDEF = vi7xGHIJKLMN; #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xABCDEFGH, vw01234567, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1xABCDEFGH, vw01234567, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2xABCDEFGH, vw01234567, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3xABCDEFGH, vw01234567, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xABCDEFGH, vw89ABCDEF, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2xABCDEFGH, vw89ABCDEF, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3xABCDEFGH, vw89ABCDEF, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4xABCDEFGH, vw89ABCDEF, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2xABCDEFGH, vw89ABCDEF, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3xABCDEFGH, vw89ABCDEF, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4xABCDEFGH, vw89ABCDEF, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5xABCDEFGH, vw89ABCDEF, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3xABCDEFGH, vwGHIJKLMN, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4xABCDEFGH, vwGHIJKLMN, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5xABCDEFGH, vwGHIJKLMN, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6xABCDEFGH, vwGHIJKLMN, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi4xABCDEFGH, vwOP, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_lane_f16(vo1p0, vi5xABCDEFGH, vwOP, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_lane_f16(vo2p0, vi6xABCDEFGH, vwOP, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_lane_f16(vo3p0, vi7xABCDEFGH, vwOP, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7xABCDEFGH, vwOP, 1); #endif float16x8_t vo0 = vmaxq_f16(vo0p0, vmin); float16x8_t vo1 = vmaxq_f16(vo1p0, vmin); float16x8_t vo2 = vmaxq_f16(vo2p0, vmin); float16x8_t vo3 = vmaxq_f16(vo3p0, vmin); vo0 = vminq_f16(vo0, vmax); vo1 = vminq_f16(vo1, vmax); vo2 = vminq_f16(vo2, vmax); vo3 = vminq_f16(vo3, vmax); vst1q_u16(o3, vreinterpretq_u16_f16(vo3)); o3 += 8; vst1q_u16(o2, vreinterpretq_u16_f16(vo2)); o2 += 8; vst1q_u16(o1, vreinterpretq_u16_f16(vo1)); o1 += 8; vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8; w -= 8 * sizeof(uint16_t); } assert(w >= 1 * sizeof(uint16_t)); assert(w <= 8 * sizeof(uint16_t)); { float16x8_t vo0p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo1p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo2p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); float16x8_t vo3p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); vi0x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi0x89ABCDEF))); vi1x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi1x89ABCDEF))); vi2x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi2x89ABCDEF))); vi3x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi3x89ABCDEF))); vi4x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi4x89ABCDEF))); vi5x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi5x89ABCDEF))); vi6x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi6x89ABCDEF))); vi7x89ABCDEF = vreinterpretq_f16_u16(vandq_u16(vmask, vreinterpretq_u16_f16(vi7x89ABCDEF))); // Center column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x89ABCDEF, vw01234567, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x89ABCDEF, vw01234567, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x89ABCDEF, vw01234567, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x89ABCDEF, vw01234567, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x89ABCDEF, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x89ABCDEF, vw89ABCDEF, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x89ABCDEF, vw89ABCDEF, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x89ABCDEF, vw89ABCDEF, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x89ABCDEF, vw89ABCDEF, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x89ABCDEF, vget_low_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x89ABCDEF, vw89ABCDEF, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x89ABCDEF, vw89ABCDEF, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x89ABCDEF, vw89ABCDEF, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x89ABCDEF, vw89ABCDEF, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x89ABCDEF, vget_high_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x89ABCDEF, vwGHIJKLMN, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x89ABCDEF, vwGHIJKLMN, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x89ABCDEF, vwGHIJKLMN, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x89ABCDEF, vwGHIJKLMN, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x89ABCDEF, vget_low_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x89ABCDEF, vwGHIJKLMN, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x89ABCDEF, vwGHIJKLMN, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x89ABCDEF, vwGHIJKLMN, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x89ABCDEF, vwGHIJKLMN, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x89ABCDEF, vget_high_f16(vwGHIJKLMN), 3); #endif // Left by 1 column const float16x8_t vi0x789ABCDE = vextq_f16(vi0x01234567, vi0x89ABCDEF, 7); const float16x8_t vi1x789ABCDE = vextq_f16(vi1x01234567, vi1x89ABCDEF, 7); const float16x8_t vi2x789ABCDE = vextq_f16(vi2x01234567, vi2x89ABCDEF, 7); const float16x8_t vi3x789ABCDE = vextq_f16(vi3x01234567, vi3x89ABCDEF, 7); const float16x8_t vi4x789ABCDE = vextq_f16(vi4x01234567, vi4x89ABCDEF, 7); const float16x8_t vi5x789ABCDE = vextq_f16(vi5x01234567, vi5x89ABCDEF, 7); const float16x8_t vi6x789ABCDE = vextq_f16(vi6x01234567, vi6x89ABCDEF, 7); const float16x8_t vi7x789ABCDE = vextq_f16(vi7x01234567, vi7x89ABCDEF, 7); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x789ABCDE, vw01234567, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x789ABCDE, vw01234567, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x789ABCDE, vw01234567, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x789ABCDE, vw01234567, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x789ABCDE, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x789ABCDE, vw01234567, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x789ABCDE, vw01234567, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x789ABCDE, vw01234567, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x789ABCDE, vw01234567, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x789ABCDE, vget_high_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x789ABCDE, vw89ABCDEF, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x789ABCDE, vw89ABCDEF, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x789ABCDE, vw89ABCDEF, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x789ABCDE, vw89ABCDEF, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x789ABCDE, vget_high_f16(vw89ABCDEF), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x789ABCDE, vwGHIJKLMN, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x789ABCDE, vwGHIJKLMN, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x789ABCDE, vwGHIJKLMN, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x789ABCDE, vwGHIJKLMN, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x789ABCDE, vget_low_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x789ABCDE, vwGHIJKLMN, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x789ABCDE, vwGHIJKLMN, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x789ABCDE, vwGHIJKLMN, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x789ABCDE, vwGHIJKLMN, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x789ABCDE, vget_high_f16(vwGHIJKLMN), 2); #endif // Left by 2 column const float16x8_t vi0x6789ABCD = vextq_f16(vi0x01234567, vi0x89ABCDEF, 6); const float16x8_t vi1x6789ABCD = vextq_f16(vi1x01234567, vi1x89ABCDEF, 6); const float16x8_t vi2x6789ABCD = vextq_f16(vi2x01234567, vi2x89ABCDEF, 6); const float16x8_t vi3x6789ABCD = vextq_f16(vi3x01234567, vi3x89ABCDEF, 6); const float16x8_t vi4x6789ABCD = vextq_f16(vi4x01234567, vi4x89ABCDEF, 6); const float16x8_t vi5x6789ABCD = vextq_f16(vi5x01234567, vi5x89ABCDEF, 6); const float16x8_t vi6x6789ABCD = vextq_f16(vi6x01234567, vi6x89ABCDEF, 6); const float16x8_t vi7x6789ABCD = vextq_f16(vi7x01234567, vi7x89ABCDEF, 6); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x6789ABCD, vw01234567, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x6789ABCD, vw01234567, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x6789ABCD, vw01234567, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x6789ABCD, vw01234567, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x6789ABCD, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x6789ABCD, vw01234567, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x6789ABCD, vw01234567, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x6789ABCD, vw01234567, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x6789ABCD, vw01234567, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x6789ABCD, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x6789ABCD, vw89ABCDEF, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x6789ABCD, vw89ABCDEF, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x6789ABCD, vw89ABCDEF, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x6789ABCD, vw89ABCDEF, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x6789ABCD, vget_low_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x6789ABCD, vwGHIJKLMN, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x6789ABCD, vwGHIJKLMN, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x6789ABCD, vwGHIJKLMN, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x6789ABCD, vwGHIJKLMN, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x6789ABCD, vget_low_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi4x6789ABCD, vwGHIJKLMN, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi5x6789ABCD, vwGHIJKLMN, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi6x6789ABCD, vwGHIJKLMN, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi7x6789ABCD, vwGHIJKLMN, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x6789ABCD, vget_high_f16(vwGHIJKLMN), 1); #endif // Right by 1 column const float16x8_t vzero = vreinterpretq_f16_u16(vmovq_n_u16(0)); const float16x8_t vi0x9ABCDEFG = vextq_f16(vi0x89ABCDEF, vzero, 1); const float16x8_t vi1x9ABCDEFG = vextq_f16(vi1x89ABCDEF, vzero, 1); const float16x8_t vi2x9ABCDEFG = vextq_f16(vi2x89ABCDEF, vzero, 1); const float16x8_t vi3x9ABCDEFG = vextq_f16(vi3x89ABCDEF, vzero, 1); const float16x8_t vi4x9ABCDEFG = vextq_f16(vi4x89ABCDEF, vzero, 1); const float16x8_t vi5x9ABCDEFG = vextq_f16(vi5x89ABCDEF, vzero, 1); const float16x8_t vi6x9ABCDEFG = vextq_f16(vi6x89ABCDEF, vzero, 1); const float16x8_t vi7x9ABCDEFG = vextq_f16(vi7x89ABCDEF, vzero, 1); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x9ABCDEFG, vw01234567, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1x9ABCDEFG, vw01234567, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2x9ABCDEFG, vw01234567, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3x9ABCDEFG, vw01234567, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3x9ABCDEFG, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x9ABCDEFG, vw89ABCDEF, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2x9ABCDEFG, vw89ABCDEF, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3x9ABCDEFG, vw89ABCDEF, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4x9ABCDEFG, vw89ABCDEF, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4x9ABCDEFG, vget_low_f16(vw89ABCDEF), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x9ABCDEFG, vw89ABCDEF, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3x9ABCDEFG, vw89ABCDEF, 6); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4x9ABCDEFG, vw89ABCDEF, 6); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5x9ABCDEFG, vw89ABCDEF, 6); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5x9ABCDEFG, vget_high_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3x9ABCDEFG, vwGHIJKLMN, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4x9ABCDEFG, vwGHIJKLMN, 3); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5x9ABCDEFG, vwGHIJKLMN, 3); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6x9ABCDEFG, vwGHIJKLMN, 3); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6x9ABCDEFG, vget_low_f16(vwGHIJKLMN), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi4x9ABCDEFG, vwOP, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_lane_f16(vo1p0, vi5x9ABCDEFG, vwOP, 0); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_lane_f16(vo2p0, vi6x9ABCDEFG, vwOP, 0); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6x9ABCDEFG, vwOP, 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_lane_f16(vo3p0, vi7x9ABCDEFG, vwOP, 0); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7x9ABCDEFG, vwOP, 0); #endif // Right by 2 column const float16x8_t vi0xABCDEFGH = vextq_f16(vi0x9ABCDEFG, vzero, 1); const float16x8_t vi1xABCDEFGH = vextq_f16(vi1x9ABCDEFG, vzero, 1); const float16x8_t vi2xABCDEFGH = vextq_f16(vi2x9ABCDEFG, vzero, 1); const float16x8_t vi3xABCDEFGH = vextq_f16(vi3x9ABCDEFG, vzero, 1); const float16x8_t vi4xABCDEFGH = vextq_f16(vi4x9ABCDEFG, vzero, 1); const float16x8_t vi5xABCDEFGH = vextq_f16(vi5x9ABCDEFG, vzero, 1); const float16x8_t vi6xABCDEFGH = vextq_f16(vi6x9ABCDEFG, vzero, 1); const float16x8_t vi7xABCDEFGH = vextq_f16(vi7x9ABCDEFG, vzero, 1); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xABCDEFGH, vw01234567, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi1xABCDEFGH, vw01234567, 5); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi1xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi2xABCDEFGH, vw01234567, 5); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi2xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi3xABCDEFGH, vw01234567, 5); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi3xABCDEFGH, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xABCDEFGH, vw89ABCDEF, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi2xABCDEFGH, vw89ABCDEF, 2); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi2xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi3xABCDEFGH, vw89ABCDEF, 2); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi3xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi4xABCDEFGH, vw89ABCDEF, 2); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi4xABCDEFGH, vget_low_f16(vw89ABCDEF), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2xABCDEFGH, vw89ABCDEF, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi3xABCDEFGH, vw89ABCDEF, 7); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi3xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi4xABCDEFGH, vw89ABCDEF, 7); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi4xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi5xABCDEFGH, vw89ABCDEF, 7); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi5xABCDEFGH, vget_high_f16(vw89ABCDEF), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi3xABCDEFGH, vwGHIJKLMN, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi3xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_laneq_f16(vo1p0, vi4xABCDEFGH, vwGHIJKLMN, 4); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi4xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_laneq_f16(vo2p0, vi5xABCDEFGH, vwGHIJKLMN, 4); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi5xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_laneq_f16(vo3p0, vi6xABCDEFGH, vwGHIJKLMN, 4); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi6xABCDEFGH, vget_high_f16(vwGHIJKLMN), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi4xABCDEFGH, vwOP, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi4xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo1p0 = vfmaq_lane_f16(vo1p0, vi5xABCDEFGH, vwOP, 1); #else vo1p0 = vmlaq_lane_f16(vo1p0, vi5xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo2p0 = vfmaq_lane_f16(vo2p0, vi6xABCDEFGH, vwOP, 1); #else vo2p0 = vmlaq_lane_f16(vo2p0, vi6xABCDEFGH, vwOP, 1); #endif #if XNN_ARCH_ARM64 vo3p0 = vfmaq_lane_f16(vo3p0, vi7xABCDEFGH, vwOP, 1); #else vo3p0 = vmlaq_lane_f16(vo3p0, vi7xABCDEFGH, vwOP, 1); #endif float16x8_t vo0 = vmaxq_f16(vo0p0, vmin); float16x8_t vo1 = vmaxq_f16(vo1p0, vmin); float16x8_t vo2 = vmaxq_f16(vo2p0, vmin); float16x8_t vo3 = vmaxq_f16(vo3p0, vmin); vo0 = vminq_f16(vo0, vmax); vo1 = vminq_f16(vo1, vmax); vo2 = vminq_f16(vo2, vmax); vo3 = vminq_f16(vo3, vmax); if XNN_LIKELY(w == 8 * sizeof(uint16_t)) { vst1q_u16(o3, vreinterpretq_u16_f16(vo3)); o3 += 8; vst1q_u16(o2, vreinterpretq_u16_f16(vo2)); o2 += 8; vst1q_u16(o1, vreinterpretq_u16_f16(vo1)); o1 += 8; vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8; } else { float16x4_t vo3_lo = vget_low_f16(vo3); float16x4_t vo2_lo = vget_low_f16(vo2); float16x4_t vo1_lo = vget_low_f16(vo1); float16x4_t vo0_lo = vget_low_f16(vo0); if (w & (4 * sizeof(uint16_t))) { vst1_u16(o3, vreinterpret_u16_f16(vo3_lo)); o3 += 4; vst1_u16(o2, vreinterpret_u16_f16(vo2_lo)); o2 += 4; vst1_u16(o1, vreinterpret_u16_f16(vo1_lo)); o1 += 4; vst1_u16(o0, vreinterpret_u16_f16(vo0_lo)); o0 += 4; vo3_lo = vget_high_f16(vo3); vo2_lo = vget_high_f16(vo2); vo1_lo = vget_high_f16(vo1); vo0_lo = vget_high_f16(vo0); } if (w & (2 * sizeof(uint16_t))) { vst1_lane_u32((void*) o3, vreinterpret_u32_f16(vo3_lo), 0); o3 += 2; vst1_lane_u32((void*) o2, vreinterpret_u32_f16(vo2_lo), 0); o2 += 2; vst1_lane_u32((void*) o1, vreinterpret_u32_f16(vo1_lo), 0); o1 += 2; vst1_lane_u32((void*) o0, vreinterpret_u32_f16(vo0_lo), 0); o0 += 2; vo0_lo = vext_f16(vo0_lo, vo0_lo, 2); vo1_lo = vext_f16(vo1_lo, vo1_lo, 2); vo2_lo = vext_f16(vo2_lo, vo2_lo, 2); vo3_lo = vext_f16(vo3_lo, vo3_lo, 2); } if (w & (1 * sizeof(uint16_t))) { vst1_lane_u16(o3, vreinterpret_u16_f16(vo3_lo), 0); o3 += 1; vst1_lane_u16(o2, vreinterpret_u16_f16(vo2_lo), 0); o2 += 1; vst1_lane_u16(o1, vreinterpret_u16_f16(vo1_lo), 0); o1 += 1; vst1_lane_u16(o0, vreinterpret_u16_f16(vo0_lo), 0); o0 += 1; } } } i0 = (const uint16_t*) ((uintptr_t) i4 - input_decrement); i1 = (const uint16_t*) ((uintptr_t) i5 - input_decrement); i2 = (const uint16_t*) ((uintptr_t) i1 + input_width); i3 = (const uint16_t*) ((uintptr_t) i2 + input_width); i4 = (const uint16_t*) ((uintptr_t) i3 + input_width); i5 = (const uint16_t*) ((uintptr_t) i4 + input_width); i6 = (const uint16_t*) ((uintptr_t) i5 + input_width); i7 = (const uint16_t*) ((uintptr_t) i6 + input_width); o0 = o3; o1 = (uint16_t*) ((uintptr_t) o0 + input_width); o2 = (uint16_t*) ((uintptr_t) o1 + input_width); o3 = (uint16_t*) ((uintptr_t) o2 + input_width); output_height = doz(output_height, 4); } while (output_height != 0); }