|
|
|
|
|
|
|
|
|
|
|
$assert BATCH_TILE % 8 == 0 |
|
$assert BATCH_TILE >= 8 |
|
$SIMD_TILE = BATCH_TILE |
|
#include <assert.h> |
|
|
|
#include <arm_neon.h> |
|
|
|
#include <xnnpack/common.h> |
|
#include <xnnpack/vcvt.h> |
|
|
|
|
|
void xnn_f16_f32_vcvt_ukernel__neonfp16_x${BATCH_TILE}( |
|
size_t batch, |
|
const void* input, |
|
float* output, |
|
const union xnn_f16_f32_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS |
|
{ |
|
assert(batch != 0); |
|
assert(batch % sizeof(uint16_t) == 0); |
|
assert(input != NULL); |
|
assert(output != NULL); |
|
|
|
const uint16_t* i = (const uint16_t*) input; |
|
$if BATCH_TILE > 8: |
|
for (; batch >= ${BATCH_TILE} * sizeof(uint16_t); batch -= ${BATCH_TILE} * sizeof(uint16_t)) { |
|
$for N in range(SIMD_TILE): |
|
const float16x8_t vh${N} = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; |
|
|
|
$for N in range(SIMD_TILE): |
|
const float32x4_t vf${2*N} = vcvt_f32_f16(vget_low_f16(vh${N})); |
|
const float32x4_t vf${2*N+1} = vcvt_f32_f16(vget_high_f16(vh${N})); |
|
|
|
$for N in range(2*SIMD_TILE): |
|
vst1q_f32(output, vf${N}); output += 4; |
|
} |
|
for (; batch >= 8 * sizeof(uint16_t); batch -= 8 * sizeof(uint16_t)) { |
|
const float16x8_t vh = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; |
|
|
|
const float32x4_t vf_lo = vcvt_f32_f16(vget_low_f16(vh)); |
|
const float32x4_t vf_hi = vcvt_f32_f16(vget_high_f16(vh)); |
|
|
|
vst1q_f32(output, vf_lo); output += 4; |
|
vst1q_f32(output, vf_hi); output += 4; |
|
} |
|
if XNN_UNLIKELY(batch != 0) { |
|
assert(batch >= 1 * sizeof(uint16_t)); |
|
assert(batch <= 7 * sizeof(uint16_t)); |
|
const float16x8_t vh = vreinterpretq_f16_u16(vld1q_u16(i)); i += 8; |
|
|
|
float32x4_t vf = vcvt_f32_f16(vget_low_f16(vh)); |
|
if (batch & (4 * sizeof(uint16_t))) { |
|
vst1q_f32(output, vf); output += 4; |
|
vf = vcvt_f32_f16(vget_high_f16(vh)); |
|
} |
|
float32x2_t vf_lo = vget_low_f32(vf); |
|
if (batch & (2 * sizeof(uint16_t))) { |
|
vst1_f32(output, vf_lo); output += 2; |
|
vf_lo = vget_high_f32(vf); |
|
} |
|
if (batch & (1 * sizeof(uint16_t))) { |
|
vst1_lane_f32(output, vf_lo, 0); |
|
} |
|
} |
|
} |
|
|