// Auto-generated file. Do not edit! // Template: src/f16-dwconv2d-chw/3x3s2p1-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_3x3s2p1__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_stride2.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_stride2.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_even = vld1q_u16(params->neonfp16arith_stride2.mask_even); const uint16x8_t vmask_odd = vld1q_u16(params->neonfp16arith_stride2.mask_odd); 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_down_po2(input_width, 8 /* SIMD output width */ * 2 /* subsampling */ * sizeof(uint16_t)); const uint16_t* i0 = (const uint16_t*) ((uintptr_t) input - ((-padding_top) & input_width)); const uint16_t* i1 = (const uint16_t*) ((uintptr_t) i0 + input_width); if XNN_UNPREDICTABLE(padding_top != 0) { i0 = zero; } const uint16_t* i2 = (const uint16_t*) ((uintptr_t) i1 + input_width); uint16_t* o0 = output; size_t padded_input_height = input_height + padding_top + 1 /* padding bottom */; size_t output_height = (padded_input_height - 3 /* kernel size */ + 2 /* subsampling */) / 2; do { if XNN_UNPREDICTABLE(padded_input_height < 4) { i2 = zero; } float16x8_t vi0x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi1x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0)); float16x8_t vi2x13579BDF = vreinterpretq_f16_u16(vmovq_n_u16(0)); size_t w = input_width; for (; w >= 16 * sizeof(uint16_t); w -= 16 * sizeof(uint16_t)) { float16x8_t vo0p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); const uint16x8x2_t vi0xGIKMOQSUHJLNPRTV = vld2q_u16(i0); i0 += 16; const uint16x8x2_t vi1xGIKMOQSUHJLNPRTV = vld2q_u16(i1); i1 += 16; const uint16x8x2_t vi2xGIKMOQSUHJLNPRTV = vld2q_u16(i2); i2 += 16; // Center column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[0]), vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[0]), vw01234567, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[0]), vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[0]), vw89, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[0]), vw89, 0); #endif // Left column const float16x8_t vi0xFHJLNPRT = vextq_f16(vi0x13579BDF, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]), 7); vi0x13579BDF = vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]); const float16x8_t vi1xFHJLNPRT = vextq_f16(vi1x13579BDF, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]), 7); vi1x13579BDF = vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]); const float16x8_t vi2xFHJLNPRT = vextq_f16(vi2x13579BDF, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), 7); vi2x13579BDF = vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xFHJLNPRT, vw01234567, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0xFHJLNPRT, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xFHJLNPRT, vw01234567, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1xFHJLNPRT, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2xFHJLNPRT, vw01234567, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2xFHJLNPRT, vget_high_f16(vw01234567), 3); #endif // Right column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi0xGIKMOQSUHJLNPRTV.val[1]), vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]), vw01234567, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi1xGIKMOQSUHJLNPRTV.val[1]), vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), vw89, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vreinterpretq_f16_u16(vi2xGIKMOQSUHJLNPRTV.val[1]), vw89, 1); #endif float16x8_t vo0 = vmaxq_f16(vo0p0, vmin); vo0 = vminq_f16(vo0, vmax); vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8; } // Last block has 0-15 pixels to process. assert(w < 16 * sizeof(uint16_t)); if XNN_LIKELY(w != 0) { float16x8_t vo0p0 = vdupq_lane_f16(vget_low_f16(vw01234567), 0); const uint16x8x2_t vi0xGIKMOQSUHJLNPRTV = vld2q_u16(i0); const uint16x8x2_t vi1xGIKMOQSUHJLNPRTV = vld2q_u16(i1); const uint16x8x2_t vi2xGIKMOQSUHJLNPRTV = vld2q_u16(i2); const float16x8_t vi0xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi0xGIKMOQSUHJLNPRTV.val[0])); const float16x8_t vi0xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd, vi0xGIKMOQSUHJLNPRTV.val[1])); const float16x8_t vi1xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi1xGIKMOQSUHJLNPRTV.val[0])); const float16x8_t vi1xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd, vi1xGIKMOQSUHJLNPRTV.val[1])); const float16x8_t vi2xGIKMOQSU = vreinterpretq_f16_u16(vandq_u16(vmask_even, vi2xGIKMOQSUHJLNPRTV.val[0])); const float16x8_t vi2xHJLNPRTV = vreinterpretq_f16_u16(vandq_u16(vmask_odd, vi2xGIKMOQSUHJLNPRTV.val[1])); // Center column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xGIKMOQSU, vw01234567, 2); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0xGIKMOQSU, vget_low_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xGIKMOQSU, vw01234567, 5); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1xGIKMOQSU, vget_high_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi2xGIKMOQSU, vw89, 0); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2xGIKMOQSU, vw89, 0); #endif // Left column const float16x8_t vi0xFHJLNPRT = vextq_f16(vi0x13579BDF, vi0xHJLNPRTV, 7); const float16x8_t vi1xFHJLNPRT = vextq_f16(vi1x13579BDF, vi1xHJLNPRTV, 7); const float16x8_t vi2xFHJLNPRT = vextq_f16(vi2x13579BDF, vi2xHJLNPRTV, 7); #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xFHJLNPRT, vw01234567, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0xFHJLNPRT, vget_low_f16(vw01234567), 1); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xFHJLNPRT, vw01234567, 4); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1xFHJLNPRT, vget_high_f16(vw01234567), 0); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi2xFHJLNPRT, vw01234567, 7); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2xFHJLNPRT, vget_high_f16(vw01234567), 3); #endif // Right column #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi0xHJLNPRTV, vw01234567, 3); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi0xHJLNPRTV, vget_low_f16(vw01234567), 3); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_laneq_f16(vo0p0, vi1xHJLNPRTV, vw01234567, 6); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi1xHJLNPRTV, vget_high_f16(vw01234567), 2); #endif #if XNN_ARCH_ARM64 vo0p0 = vfmaq_lane_f16(vo0p0, vi2xHJLNPRTV, vw89, 1); #else vo0p0 = vmlaq_lane_f16(vo0p0, vi2xHJLNPRTV, vw89, 1); #endif float16x8_t vo0 = vmaxq_f16(vo0p0, vmin); vo0 = vminq_f16(vo0, vmax); w += 1 * sizeof(uint16_t); if XNN_LIKELY(w == 16 * sizeof(uint16_t)) { vst1q_u16(o0, vreinterpretq_u16_f16(vo0)); o0 += 8; } else { float16x4_t vo0_lo = vget_low_f16(vo0); if (w & (8 * sizeof(uint16_t))) { vst1_u16(o0, vreinterpret_u16_f16(vo0_lo)); o0 += 4; vo0_lo = vget_high_f16(vo0); } if (w & (4 * 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 & (2 * sizeof(uint16_t))) { vst1_lane_u16(o0, vreinterpret_u16_f16(vo0_lo), 0); o0 += 1; } } } i0 = (const uint16_t*) ((uintptr_t) i2 - input_decrement); i1 = (const uint16_t*) ((uintptr_t) i0 + input_width); i2 = (const uint16_t*) ((uintptr_t) i1 + input_width); output_height -= 1; padded_input_height -= 2; } while (output_height != 0); }