|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
#include <assert.h> |
|
|
|
#include <arm_neon.h> |
|
|
|
#include <xnnpack/common.h> |
|
#include <xnnpack/vcvt.h> |
|
|
|
|
|
void xnn_f32_f16_vcvt_ukernel__neon_x8( |
|
size_t batch, |
|
const float* input, |
|
void* output, |
|
const union xnn_f32_f16_cvt_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 uint32x4_t vexp_bias = vld1q_dup_u32(¶ms->neon.exp_bias); |
|
const float32x4_t vscale_to_inf = vld1q_dup_f32(¶ms->neon.scale_to_inf); |
|
const uint32x4_t vexpw_max = vld1q_dup_u32(¶ms->neon.expw_max); |
|
const float32x4_t vscale_to_zero = vld1q_dup_f32(¶ms->neon.scale_to_zero); |
|
const uint32x4_t vbias_min = vdupq_n_u32(UINT32_C(0x40000000)); |
|
const uint16x8_t vexph_mask = vdupq_n_u16(UINT16_C(0x7C00)); |
|
const uint16x8_t vmanth_mask = vdupq_n_u16(UINT16_C(0x0FFF)); |
|
const uint16x8_t vsignh_mask = vdupq_n_u16(UINT16_C(0x8000)); |
|
const uint16x8_t vnanh = vdupq_n_u16(UINT16_C(0x7E00)); |
|
|
|
uint16_t* o = (uint16_t*) output; |
|
for (; batch >= 8 * sizeof(float); batch -= 8 * sizeof(float)) { |
|
const float32x4_t vx0 = vld1q_f32(input); input += 4; |
|
const float32x4_t vx1 = vld1q_f32(input); input += 4; |
|
|
|
const float32x4_t vabsx0 = vabsq_f32(vx0); |
|
const float32x4_t vabsx1 = vabsq_f32(vx1); |
|
|
|
uint32x4_t vbias0 = vaddq_u32(vreinterpretq_u32_f32(vabsx0), vexp_bias); |
|
uint32x4_t vbias1 = vaddq_u32(vreinterpretq_u32_f32(vabsx1), vexp_bias); |
|
|
|
float32x4_t vf0 = vmulq_f32(vabsx0, vscale_to_inf); |
|
float32x4_t vf1 = vmulq_f32(vabsx1, vscale_to_inf); |
|
const uint32x4_t vnanmaskw0 = vcgtq_u32(vreinterpretq_u32_f32(vabsx0), vexpw_max); |
|
const uint32x4_t vnanmaskw1 = vcgtq_u32(vreinterpretq_u32_f32(vabsx1), vexpw_max); |
|
|
|
vbias0 = vandq_u32(vbias0, vexpw_max); |
|
vbias1 = vandq_u32(vbias1, vexpw_max); |
|
vf0 = vmulq_f32(vf0, vscale_to_zero); |
|
vf1 = vmulq_f32(vf1, vscale_to_zero); |
|
|
|
const uint16x8_t vnanmaskh0 = vcombine_u16(vmovn_u32(vnanmaskw0), vmovn_u32(vnanmaskw1)); |
|
vbias0 = vmaxq_u32(vbias0, vbias_min); |
|
vbias1 = vmaxq_u32(vbias1, vbias_min); |
|
|
|
vf0 = vaddq_f32(vf0, vreinterpretq_f32_u32(vbias0)); |
|
vf1 = vaddq_f32(vf1, vreinterpretq_f32_u32(vbias1)); |
|
|
|
uint16x8_t vexph0 = vcombine_u16(vshrn_n_u32(vreinterpretq_u32_f32(vf0), 13), vshrn_n_u32(vreinterpretq_u32_f32(vf1), 13)); |
|
uint16x8_t vmanth0 = vcombine_u16(vmovn_u32(vreinterpretq_u32_f32(vf0)), vmovn_u32(vreinterpretq_u32_f32(vf1))); |
|
uint16x8_t vsignh0 = vcombine_u16(vshrn_n_u32(vreinterpretq_u32_f32(vx0), 16), vshrn_n_u32(vreinterpretq_u32_f32(vx1), 16)); |
|
|
|
vexph0 = vandq_u16(vexph0, vexph_mask); |
|
vmanth0 = vandq_u16(vmanth0, vmanth_mask); |
|
vsignh0 = vandq_u16(vsignh0, vsignh_mask); |
|
|
|
uint16x8_t vh0 = vaddq_u16(vmanth0, vexph0); |
|
|
|
vh0 = vbslq_u16(vnanmaskh0, vnanh, vh0); |
|
|
|
vh0 = vorrq_u16(vh0, vsignh0); |
|
|
|
vst1q_u16(o, vh0); o += 8; |
|
} |
|
for (; batch >= 4 * sizeof(float); batch -= 4 * sizeof(float)) { |
|
const float32x4_t vx = vld1q_f32(input); input += 4; |
|
|
|
const float32x4_t vabsx = vabsq_f32(vx); |
|
|
|
uint32x4_t vbias = vaddq_u32(vreinterpretq_u32_f32(vabsx), vexp_bias); |
|
|
|
float32x4_t vf = vmulq_f32(vabsx, vscale_to_inf); |
|
const uint32x4_t vnanmaskw = vcgtq_u32(vreinterpretq_u32_f32(vabsx), vexpw_max); |
|
|
|
vbias = vandq_u32(vbias, vexpw_max); |
|
vf = vmulq_f32(vf, vscale_to_zero); |
|
|
|
const uint16x4_t vnanmaskh = vmovn_u32(vnanmaskw); |
|
vbias = vmaxq_u32(vbias, vbias_min); |
|
|
|
vf = vaddq_f32(vf, vreinterpretq_f32_u32(vbias)); |
|
|
|
uint16x4_t vexph = vshrn_n_u32(vreinterpretq_u32_f32(vf), 13); |
|
uint16x4_t vmanth = vmovn_u32(vreinterpretq_u32_f32(vf)); |
|
uint16x4_t vsignh = vshrn_n_u32(vreinterpretq_u32_f32(vx), 16); |
|
|
|
vexph = vand_u16(vexph, vget_low_u16(vexph_mask)); |
|
vmanth = vand_u16(vmanth, vget_low_u16(vmanth_mask)); |
|
vsignh = vand_u16(vsignh, vget_low_u16(vsignh_mask)); |
|
|
|
uint16x4_t vh = vadd_u16(vmanth, vexph); |
|
|
|
vh = vbsl_u16(vnanmaskh, vget_low_u16(vnanh), vh); |
|
|
|
vh = vorr_u16(vh, vsignh); |
|
|
|
vst1_u16(o, vh); o += 4; |
|
} |
|
if XNN_UNLIKELY(batch != 0) { |
|
assert(batch % sizeof(float) == 0); |
|
assert(batch >= 1 * sizeof(float)); |
|
assert(batch <= 3 * sizeof(float)); |
|
const float32x4_t vx = vld1q_f32(input); |
|
|
|
const float32x4_t vabsx = vabsq_f32(vx); |
|
|
|
uint32x4_t vbias = vaddq_u32(vreinterpretq_u32_f32(vabsx), vexp_bias); |
|
|
|
float32x4_t vf = vmulq_f32(vabsx, vscale_to_inf); |
|
const uint32x4_t vnanmaskw = vcgtq_u32(vreinterpretq_u32_f32(vabsx), vexpw_max); |
|
|
|
vbias = vandq_u32(vbias, vexpw_max); |
|
vf = vmulq_f32(vf, vscale_to_zero); |
|
|
|
const uint16x4_t vnanmaskh = vmovn_u32(vnanmaskw); |
|
vbias = vmaxq_u32(vbias, vbias_min); |
|
|
|
vf = vaddq_f32(vf, vreinterpretq_f32_u32(vbias)); |
|
|
|
uint16x4_t vexph = vshrn_n_u32(vreinterpretq_u32_f32(vf), 13); |
|
uint16x4_t vmanth = vmovn_u32(vreinterpretq_u32_f32(vf)); |
|
uint16x4_t vsignh = vshrn_n_u32(vreinterpretq_u32_f32(vx), 16); |
|
|
|
vexph = vand_u16(vexph, vget_low_u16(vexph_mask)); |
|
vmanth = vand_u16(vmanth, vget_low_u16(vmanth_mask)); |
|
vsignh = vand_u16(vsignh, vget_low_u16(vsignh_mask)); |
|
|
|
uint16x4_t vh = vadd_u16(vmanth, vexph); |
|
|
|
vh = vbsl_u16(vnanmaskh, vget_low_u16(vnanh), vh); |
|
|
|
vh = vorr_u16(vh, vsignh); |
|
|
|
if (batch & (2 * sizeof(float))) { |
|
vst1_lane_u32((void*) o, vreinterpret_u32_u16(vh), 0); o += 2; |
|
vh = vext_u16(vh, vh, 2); |
|
} |
|
if (batch & (1 * sizeof(float))) { |
|
vst1_lane_u16(o, vh, 0); |
|
} |
|
} |
|
} |
|
|