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#include <assert.h> |
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#include <arm_neon.h> |
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#include <xnnpack/common.h> |
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#include <xnnpack/vunary.h> |
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void xnn_f16_velu_ukernel__neonfp16arith_rr1_p3_x16( |
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size_t batch, |
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const void* input, |
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void* output, |
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const union xnn_f16_elu_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS |
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{ |
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assert(batch != 0); |
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assert(batch % sizeof(uint16_t) == 0); |
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assert(input != NULL); |
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assert(output != NULL); |
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const float16x8_t vprescale = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.prescale)); |
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const float16x8_t vsat_cutoff = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.sat_cutoff)); |
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const float16x8_t vmagic_bias = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.magic_bias)); |
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const float16x8_t vlog2e = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.log2e)); |
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const float16x8_t vminus_ln2 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.minus_ln2)); |
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const float16x8_t vc3 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.c3)); |
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const float16x8_t vc2 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.c2)); |
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const float16x8_t vminus_alpha = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.minus_alpha)); |
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const float16x8_t vbeta = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith_rr1_p3.beta)); |
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const uint16_t* i = (const uint16_t*) input; |
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uint16_t* o = (uint16_t*) output; |
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for (; batch >= 16 * sizeof(uint16_t); batch -= 16 * sizeof(uint16_t)) { |
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float16x8_t vx0 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; |
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float16x8_t vx1 = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; |
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float16x8_t vz0 = vmulq_f16(vx0, vprescale); |
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float16x8_t vz1 = vmulq_f16(vx1, vprescale); |
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vz0 = vmaxq_f16(vz0, vsat_cutoff); |
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vz1 = vmaxq_f16(vz1, vsat_cutoff); |
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float16x8_t vn0 = vfmaq_f16(vmagic_bias, vz0, vlog2e); |
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float16x8_t vn1 = vfmaq_f16(vmagic_bias, vz1, vlog2e); |
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float16x8_t vs0 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn0), 10)); |
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vn0 = vsubq_f16(vn0, vmagic_bias); |
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float16x8_t vs1 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn1), 10)); |
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vn1 = vsubq_f16(vn1, vmagic_bias); |
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float16x8_t vt0 = vfmaq_f16(vz0, vn0, vminus_ln2); |
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float16x8_t vt1 = vfmaq_f16(vz1, vn1, vminus_ln2); |
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float16x8_t vp0 = vfmaq_f16(vc2, vc3, vt0); |
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vp0 = vmulq_f16(vp0, vt0); |
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float16x8_t vp1 = vfmaq_f16(vc2, vc3, vt1); |
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vp1 = vmulq_f16(vp1, vt1); |
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vt0 = vmulq_f16(vt0, vs0); |
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vs0 = vfmsq_f16(vminus_alpha, vs0, vminus_alpha); |
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vt1 = vmulq_f16(vt1, vs1); |
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vs1 = vfmsq_f16(vminus_alpha, vs1, vminus_alpha); |
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vp0 = vfmaq_f16(vt0, vp0, vt0); |
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vp1 = vfmaq_f16(vt1, vp1, vt1); |
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float16x8_t ve0 = vfmsq_f16(vs0, vp0, vminus_alpha); |
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const uint16x8_t vm0 = vcltq_s16(vreinterpretq_s16_f16(vx0), vmovq_n_s16(0)); |
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float16x8_t ve1 = vfmsq_f16(vs1, vp1, vminus_alpha); |
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const uint16x8_t vm1 = vcltq_s16(vreinterpretq_s16_f16(vx1), vmovq_n_s16(0)); |
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vx0 = vmulq_f16(vx0, vbeta); |
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vx1 = vmulq_f16(vx1, vbeta); |
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const float16x8_t vy0 = vbslq_f16(vm0, ve0, vx0); |
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const float16x8_t vy1 = vbslq_f16(vm1, ve1, vx1); |
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vst1q_u16(o, vreinterpretq_u16_f16(vy0)); o += 8; |
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vst1q_u16(o, vreinterpretq_u16_f16(vy1)); o += 8; |
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} |
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for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { |
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float16x8_t vx = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; |
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float16x8_t vz = vmulq_f16(vx, vprescale); |
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vz = vmaxq_f16(vz, vsat_cutoff); |
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float16x8_t vn = vfmaq_f16(vmagic_bias, vz, vlog2e); |
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float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10)); |
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vn = vsubq_f16(vn, vmagic_bias); |
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float16x8_t vt = vfmaq_f16(vz, vn, vminus_ln2); |
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float16x8_t vp = vfmaq_f16(vc2, vc3, vt); |
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vp = vmulq_f16(vp, vt); |
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vt = vmulq_f16(vt, vs); |
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vs = vfmsq_f16(vminus_alpha, vs, vminus_alpha); |
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vp = vfmaq_f16(vt, vp, vt); |
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float16x8_t ve = vfmsq_f16(vs, vp, vminus_alpha); |
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const uint16x8_t vm = vcltq_s16(vreinterpretq_s16_f16(vx), vmovq_n_s16(0)); |
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vx = vmulq_f16(vx, vbeta); |
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const float16x8_t vy = vbslq_f16(vm, ve, vx); |
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vst1q_u16(o, vreinterpretq_u16_f16(vy)); o += 8; |
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} |
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if XNN_UNLIKELY(batch != 0) { |
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float16x8_t vx = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; |
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float16x8_t vz = vmulq_f16(vx, vprescale); |
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vz = vmaxq_f16(vz, vsat_cutoff); |
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float16x8_t vn = vfmaq_f16(vmagic_bias, vz, vlog2e); |
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float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10)); |
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vn = vsubq_f16(vn, vmagic_bias); |
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float16x8_t vt = vfmaq_f16(vz, vn, vminus_ln2); |
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float16x8_t vp = vfmaq_f16(vc2, vc3, vt); |
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vp = vmulq_f16(vp, vt); |
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vt = vmulq_f16(vt, vs); |
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vs = vfmsq_f16(vminus_alpha, vs, vminus_alpha); |
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vp = vfmaq_f16(vt, vp, vt); |
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float16x8_t ve = vfmsq_f16(vs, vp, vminus_alpha); |
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const uint16x8_t vm = vcltq_s16(vreinterpretq_s16_f16(vx), vmovq_n_s16(0)); |
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vx = vmulq_f16(vx, vbeta); |
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float16x8_t vy = vbslq_f16(vm, ve, vx); |
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float16x4_t vy_lo = vget_low_f16(vy); |
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if (batch & (4 * sizeof(uint16_t))) { |
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vst1_u16(o, vreinterpret_u16_f16(vy_lo)); o += 4; |
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vy_lo = vget_high_f16(vy); |
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} |
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if (batch & (2 * sizeof(uint16_t))) { |
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vst1_lane_u32((void*) o, vreinterpret_u32_f16(vy_lo), 0); o += 2; |
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vy_lo = vext_f16(vy_lo, vy_lo, 2); |
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} |
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if (batch & (1 * sizeof(uint16_t))) { |
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vst1_lane_u16(o, vreinterpret_u16_f16(vy_lo), 0); |
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} |
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} |
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} |
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