// Auto-generated file. Do not edit! // Template: src/f32-vsigmoid/neon-lut64-p2.c.in // Generator: tools/xngen // // Copyright 2019 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include "xnnpack/common.h" #include "xnnpack/vunary.h" extern XNN_INTERNAL const float xnn_table_exp2minus_k_over_64[64]; void xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_u12( size_t batch, const float* input, float* output, const struct xnn_f32_default_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS { assert(batch != 0); assert(batch % sizeof(float) == 0); assert(input != NULL); assert(output != NULL); const float32x4_t vmagic_bias = vmovq_n_f32(0x1.800000p17f); const float32x4_t vminus_log2e = vmovq_n_f32(-0x1.715476p0f); const int32x4_t vindex_mask = vmovq_n_s32(INT32_C(0x3F)); const float32x4_t vc2 = vmovq_n_f32(0x1.FFFF0Ap-2f); const float32x4_t vone = vmovq_n_f32(1.0f); const float32x4_t vdenorm_cutoff = vmovq_n_f32(0x1.5D589Ep+6f); XNN_FORCE_REALIZATION(vmagic_bias); XNN_FORCE_REALIZATION(vminus_log2e); // XNN_FORCE_REALIZATION(vindex_mask); XNN_FORCE_REALIZATION(vc2); // XNN_FORCE_REALIZATION(vone); XNN_FORCE_REALIZATION(vdenorm_cutoff); const float32x4_t vln2_hi = vmovq_n_f32(0x1.630000p-1f); const float32x4_t vln2_lo = vmovq_n_f32(-0x1.BD0106p-13f); XNN_FORCE_REALIZATION(vln2_hi); XNN_FORCE_REALIZATION(vln2_lo); for (; batch >= 12 * sizeof(float); batch -= 12 * sizeof(float)) { const float32x4_t vx0123 = vld1q_f32(input); input += 4; const float32x4_t vx4567 = vld1q_f32(input); input += 4; const float32x4_t vx89AB = vld1q_f32(input); input += 4; const float32x4_t vz0123 = vabsq_f32(vx0123); const float32x4_t vz4567 = vabsq_f32(vx4567); const float32x4_t vz89AB = vabsq_f32(vx89AB); float32x4_t vn0123 = vmlaq_f32(vmagic_bias, vz0123, vminus_log2e); float32x4_t vn4567 = vmlaq_f32(vmagic_bias, vz4567, vminus_log2e); float32x4_t vn89AB = vmlaq_f32(vmagic_bias, vz89AB, vminus_log2e); const int32x4_t ve0123 = vshlq_n_s32(vreinterpretq_s32_f32(vn0123), 17); const int32x4_t ve4567 = vshlq_n_s32(vreinterpretq_s32_f32(vn4567), 17); const int32x4_t ve89AB = vshlq_n_s32(vreinterpretq_s32_f32(vn89AB), 17); // Use bits 0:6 bits of batch, as integer, as an index for table lookup of l := 2**(batch % 64). const uint64x2_t vidx0123 = vreinterpretq_u64_s32(vandq_s32(vreinterpretq_s32_f32(vn0123), vindex_mask)); const uint64x2_t vidx4567 = vreinterpretq_u64_s32(vandq_s32(vreinterpretq_s32_f32(vn4567), vindex_mask)); const uint64x2_t vidx89AB = vreinterpretq_u64_s32(vandq_s32(vreinterpretq_s32_f32(vn89AB), vindex_mask)); const uint64_t vidx01 = vgetq_lane_u64(vidx0123, 0); const uint64_t vidx23 = vgetq_lane_u64(vidx0123, 1); float32x2_t vl01 = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx01]); float32x2_t vl23 = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx23]); const uint64_t vidx45 = vgetq_lane_u64(vidx4567, 0); const uint64_t vidx67 = vgetq_lane_u64(vidx4567, 1); float32x2_t vl45 = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx45]); float32x2_t vl67 = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx67]); const uint64_t vidx89 = vgetq_lane_u64(vidx89AB, 0); const uint64_t vidxAB = vgetq_lane_u64(vidx89AB, 1); float32x2_t vl89 = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx89]); float32x2_t vlAB = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidxAB]); vl01 = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx01 >> 32)], vl01, 1); vl23 = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx23 >> 32)], vl23, 1); const float32x4_t vl0123 = vcombine_f32(vl01, vl23); vl45 = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx45 >> 32)], vl45, 1); vl67 = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx67 >> 32)], vl67, 1); const float32x4_t vl4567 = vcombine_f32(vl45, vl67); vl89 = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx89 >> 32)], vl89, 1); vlAB = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidxAB >> 32)], vlAB, 1); const float32x4_t vl89AB = vcombine_f32(vl89, vlAB); const float32x4_t vs0123 = vreinterpretq_f32_s32(vaddq_s32(vreinterpretq_s32_f32(vl0123), ve0123)); const float32x4_t vs4567 = vreinterpretq_f32_s32(vaddq_s32(vreinterpretq_s32_f32(vl4567), ve4567)); const float32x4_t vs89AB = vreinterpretq_f32_s32(vaddq_s32(vreinterpretq_s32_f32(vl89AB), ve89AB)); vn0123 = vsubq_f32(vn0123, vmagic_bias); vn4567 = vsubq_f32(vn4567, vmagic_bias); vn89AB = vsubq_f32(vn89AB, vmagic_bias); float32x4_t vt0123 = vmlaq_f32(vz0123, vn0123, vln2_hi); float32x4_t vt4567 = vmlaq_f32(vz4567, vn4567, vln2_hi); float32x4_t vt89AB = vmlaq_f32(vz89AB, vn89AB, vln2_hi); vt0123 = vmlaq_f32(vt0123, vn0123, vln2_lo); vt4567 = vmlaq_f32(vt4567, vn4567, vln2_lo); vt89AB = vmlaq_f32(vt89AB, vn89AB, vln2_lo); float32x4_t vp0123 = vmulq_f32(vt0123, vc2); float32x4_t vp4567 = vmulq_f32(vt4567, vc2); float32x4_t vp89AB = vmulq_f32(vt89AB, vc2); vp0123 = vmlsq_f32(vt0123, vp0123, vt0123); vp4567 = vmlsq_f32(vt4567, vp4567, vt4567); vp89AB = vmlsq_f32(vt89AB, vp89AB, vt89AB); const float32x4_t vy0123 = vmlsq_f32(vs0123, vs0123, vp0123); const float32x4_t vy4567 = vmlsq_f32(vs4567, vs4567, vp4567); const float32x4_t vy89AB = vmlsq_f32(vs89AB, vs89AB, vp89AB); const float32x4_t vd0123 = vaddq_f32(vy0123, vone); const float32x4_t vd4567 = vaddq_f32(vy4567, vone); const float32x4_t vd89AB = vaddq_f32(vy89AB, vone); float32x4_t vr0123 = vrecpeq_f32(vd0123); float32x4_t vr4567 = vrecpeq_f32(vd4567); float32x4_t vr89AB = vrecpeq_f32(vd89AB); vr0123 = vmulq_f32(vr0123, vrecpsq_f32(vr0123, vd0123)); vr4567 = vmulq_f32(vr4567, vrecpsq_f32(vr4567, vd4567)); vr89AB = vmulq_f32(vr89AB, vrecpsq_f32(vr89AB, vd89AB)); vr0123 = vmulq_f32(vr0123, vrecpsq_f32(vr0123, vd0123)); vr4567 = vmulq_f32(vr4567, vrecpsq_f32(vr4567, vd4567)); vr89AB = vmulq_f32(vr89AB, vrecpsq_f32(vr89AB, vd89AB)); float32x4_t vf0123 = vmulq_f32(vy0123, vr0123); float32x4_t vf4567 = vmulq_f32(vy4567, vr4567); float32x4_t vf89AB = vmulq_f32(vy89AB, vr89AB); vf0123 = vreinterpretq_f32_u32(vbicq_u32(vreinterpretq_u32_f32(vf0123), vcagtq_f32(vx0123, vdenorm_cutoff))); vf4567 = vreinterpretq_f32_u32(vbicq_u32(vreinterpretq_u32_f32(vf4567), vcagtq_f32(vx4567, vdenorm_cutoff))); vf89AB = vreinterpretq_f32_u32(vbicq_u32(vreinterpretq_u32_f32(vf89AB), vcagtq_f32(vx89AB, vdenorm_cutoff))); const uint32x4_t vm0123 = vcltq_f32(vx0123, vmovq_n_f32(0.0f)); const uint32x4_t vm4567 = vcltq_f32(vx4567, vmovq_n_f32(0.0f)); const uint32x4_t vm89AB = vcltq_f32(vx89AB, vmovq_n_f32(0.0f)); vf0123 = vbslq_f32(vm0123, vf0123, vsubq_f32(vone, vf0123)); vf4567 = vbslq_f32(vm4567, vf4567, vsubq_f32(vone, vf4567)); vf89AB = vbslq_f32(vm89AB, vf89AB, vsubq_f32(vone, vf89AB)); vst1q_f32(output, vf0123); output += 4; vst1q_f32(output, vf4567); output += 4; vst1q_f32(output, vf89AB); output += 4; } for (; batch >= 4 * sizeof(float); batch -= 4 * sizeof(float)) { const float32x4_t vx = vld1q_f32(input); input += 4; const float32x4_t vz = vabsq_f32(vx); float32x4_t vn = vmlaq_f32(vmagic_bias, vz, vminus_log2e); const int32x4_t ve = vshlq_n_s32(vreinterpretq_s32_f32(vn), 17); const uint64x2_t vidx = vreinterpretq_u64_s32(vandq_s32(vreinterpretq_s32_f32(vn), vindex_mask)); const uint64_t vidx_lo = vgetq_lane_u64(vidx, 0); const uint64_t vidx_hi = vgetq_lane_u64(vidx, 1); float32x2_t vl_lo = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx_lo]); float32x2_t vl_hi = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx_hi]); vl_lo = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx_lo >> 32)], vl_lo, 1); vl_hi = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx_hi >> 32)], vl_hi, 1); const float32x4_t vl = vcombine_f32(vl_lo, vl_hi); const float32x4_t vs = vreinterpretq_f32_s32(vaddq_s32(vreinterpretq_s32_f32(vl), ve)); vn = vsubq_f32(vn, vmagic_bias); float32x4_t vt = vmlaq_f32(vz, vn, vln2_hi); vt = vmlaq_f32(vt, vn, vln2_lo); float32x4_t vp = vmulq_f32(vt, vc2); vp = vmlsq_f32(vt, vp, vt); const float32x4_t vy = vmlsq_f32(vs, vs, vp); const float32x4_t vd = vaddq_f32(vy, vone); float32x4_t vr = vrecpeq_f32(vd); vr = vmulq_f32(vr, vrecpsq_f32(vr, vd)); vr = vmulq_f32(vr, vrecpsq_f32(vr, vd)); float32x4_t vf = vmulq_f32(vy, vr); vf = vreinterpretq_f32_u32(vbicq_u32(vreinterpretq_u32_f32(vf), vcagtq_f32(vx, vdenorm_cutoff))); const uint32x4_t vm = vcltq_f32(vx, vmovq_n_f32(0.0f)); vf = vbslq_f32(vm, vf, vsubq_f32(vone, vf)); vst1q_f32(output, vf); output += 4; } if XNN_UNLIKELY(batch != 0) { const float32x4_t vx = vld1q_f32(input); const float32x4_t vz = vabsq_f32(vx); float32x4_t vn = vmlaq_f32(vmagic_bias, vz, vminus_log2e); const int32x4_t ve = vshlq_n_s32(vreinterpretq_s32_f32(vn), 17); const uint64x2_t vidx = vreinterpretq_u64_s32(vandq_s32(vreinterpretq_s32_f32(vn), vindex_mask)); const uint64_t vidx_lo = vgetq_lane_u64(vidx, 0); const uint64_t vidx_hi = vgetq_lane_u64(vidx, 1); float32x2_t vl_lo = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx_lo]); float32x2_t vl_hi = vld1_dup_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) vidx_hi]); vl_lo = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx_lo >> 32)], vl_lo, 1); vl_hi = vld1_lane_f32(&xnn_table_exp2minus_k_over_64[(uint32_t) (vidx_hi >> 32)], vl_hi, 1); const float32x4_t vl = vcombine_f32(vl_lo, vl_hi); const float32x4_t vs = vreinterpretq_f32_s32(vaddq_s32(vreinterpretq_s32_f32(vl), ve)); vn = vsubq_f32(vn, vmagic_bias); float32x4_t vt = vmlaq_f32(vz, vn, vln2_hi); vt = vmlaq_f32(vt, vn, vln2_lo); float32x4_t vp = vmulq_f32(vt, vc2); vp = vmlsq_f32(vt, vp, vt); const float32x4_t vy = vmlsq_f32(vs, vs, vp); const float32x4_t vd = vaddq_f32(vy, vone); float32x4_t vr = vrecpeq_f32(vd); vr = vmulq_f32(vr, vrecpsq_f32(vr, vd)); vr = vmulq_f32(vr, vrecpsq_f32(vr, vd)); float32x4_t vf = vmulq_f32(vy, vr); vf = vreinterpretq_f32_u32(vbicq_u32(vreinterpretq_u32_f32(vf), vcagtq_f32(vx, vdenorm_cutoff))); const uint32x4_t vm = vcltq_f32(vx, vmovq_n_f32(0.0f)); vf = vbslq_f32(vm, vf, vsubq_f32(vone, vf)); float32x2_t vf_lo = vget_low_f32(vf); if (batch & (2 * sizeof(float))) { vst1_f32(output, vf_lo); output += 2; vf_lo = vget_high_f32(vf); } if (batch & (1 * sizeof(float))) { vst1_lane_f32(output, vf_lo, 0); } } }