// Auto-generated file. Do not edit! // Template: src/f16-dwconv2d-chw/3x3p1-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_3x3p1__neonfp16arith_1x8( 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 == 1); #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 float16x4_t vw89 = vreinterpret_f16_u32(vld1_dup_u32((const void*) (w + 8))); const size_t input_decrement = round_up_po2(input_width, 8 * sizeof(uint16_t)); const uint16_t* i0 = zero; const uint16_t* i1 = input; const uint16_t* i2 = (const uint16_t*) ((uintptr_t) i1 + input_width); uint16_t* o0 = output; size_t output_height = input_height; do { if XNN_UNPREDICTABLE(output_height < 2) { i2 = 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 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; size_t w = input_width; for (; w > 8 * sizeof(uint16_t); w -= 8 * sizeof(uint16_t)) { float16x8_t vo0p0 = 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; // Center column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x89ABCDEF, vw01234567, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x89ABCDEF, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x89ABCDEF, vw01234567, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x89ABCDEF, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi2x89ABCDEF, vw89, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x89ABCDEF, vw89, 0); #endif // Left 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); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x789ABCDE, vw01234567, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x789ABCDE, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x789ABCDE, vw01234567, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x789ABCDE, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x789ABCDE, vw01234567, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x789ABCDE, vget_high_f16(vw01234567), 3); #endif vi0x01234567 = vi0x89ABCDEF; vi1x01234567 = vi1x89ABCDEF; vi2x01234567 = vi2x89ABCDEF; // Right 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); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x9ABCDEFG, vw01234567, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x9ABCDEFG, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x9ABCDEFG, vw01234567, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x9ABCDEFG, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi2x9ABCDEFG, vw89, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x9ABCDEFG, vw89, 1); #endif vi0x89ABCDEF = vi0xGHIJKLMN; vi1x89ABCDEF = vi1xGHIJKLMN; vi2x89ABCDEF = vi2xGHIJKLMN; float16x8_t vo0 = vmaxq_f16(vo0p0, vmin); vo0 = vminq_f16(vo0, vmax); vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8; } // Always process the last block of 1..8 pixels. assert(w >= 1 * sizeof(uint16_t)); assert(w <= 8 * sizeof(uint16_t)); { float16x8_t vo0p0 = 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))); // Center column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x89ABCDEF, vw01234567, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x89ABCDEF, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x89ABCDEF, vw01234567, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x89ABCDEF, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi2x89ABCDEF, vw89, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x89ABCDEF, vw89, 0); #endif // Left 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); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x789ABCDE, vw01234567, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x789ABCDE, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x789ABCDE, vw01234567, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x789ABCDE, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2x789ABCDE, vw01234567, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x789ABCDE, vget_high_f16(vw01234567), 3); #endif // Right 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); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0x9ABCDEFG, vw01234567, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0x9ABCDEFG, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1x9ABCDEFG, vw01234567, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1x9ABCDEFG, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi2x9ABCDEFG, vw89, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2x9ABCDEFG, vw89, 1); #endif float16x8_t vo0 = vmaxq_f16(vo0p0, vmin); vo0 = vminq_f16(vo0, vmax); if XNN_LIKELY(w == 8 * sizeof(uint16_t)) { vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8; } else { float16x4_t vo0_lo = vget_low_f16(vo0); if (w & (4 * sizeof(uint16_t))) { vst1_u16(o0, vreinterpret_u16_f16(vo0_lo)); o0 += 4; vo0_lo = vget_high_f16(vo0); } if (w & (2 * sizeof(uint16_t))) { vst1_lane_u32((void*) o0, vreinterpret_u32_f16(vo0_lo), 0); o0 += 2; vo0_lo = vext_f16(vo0_lo, vo0_lo, 2); } if (w & (1 * sizeof(uint16_t))) { vst1_lane_u16(o0, vreinterpret_u16_f16(vo0_lo), 0); o0 += 1; } } } i0 = (const uint16_t*) ((uintptr_t) i1 - input_decrement); i1 = (const uint16_t*) ((uintptr_t) i2 - input_decrement); i2 = (const uint16_t*) ((uintptr_t) i1 + input_width); } while (--output_height != 0); }