|
|
|
|
|
|
|
|
|
|
|
$assert BATCH_TILE % 8 == 0 |
|
$assert BATCH_TILE >= 8 |
|
$SIMD_TILE = BATCH_TILE |
|
#include <assert.h> |
|
|
|
#include <immintrin.h> |
|
|
|
#include <xnnpack/common.h> |
|
#include <xnnpack/intrinsics-polyfill.h> |
|
#include <xnnpack/vcvt.h> |
|
|
|
|
|
void xnn_f32_f16_vcvt_ukernel__f16c_x${BATCH_TILE}( |
|
size_t batch, |
|
const float* input, |
|
void* output, |
|
const union xnn_f32_f16_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) |
|
{ |
|
assert(batch != 0); |
|
assert(batch % sizeof(float) == 0); |
|
assert(input != NULL); |
|
assert(output != NULL); |
|
|
|
uint16_t* o = (uint16_t*) output; |
|
$if BATCH_TILE > 8: |
|
for (; batch >= ${BATCH_TILE} * sizeof(float); batch -= ${BATCH_TILE} * sizeof(float)) { |
|
const __m256 vf0 = _mm256_loadu_ps(input); |
|
$for N in range(1, SIMD_TILE): |
|
const __m256 vf${N} = _mm256_loadu_ps(input + ${N * 8}); |
|
input += ${BATCH_TILE}; |
|
|
|
_mm_storeu_si128((__m128i*) o, _mm256_cvtps_ph(vf0, _MM_FROUND_TO_NEAREST_INT)); |
|
$for N in range(1, SIMD_TILE): |
|
_mm_storeu_si128((__m128i*) (o + ${N * 8}), _mm256_cvtps_ph(vf${N}, _MM_FROUND_TO_NEAREST_INT)); |
|
o += ${BATCH_TILE}; |
|
} |
|
for (; batch >= 8 * sizeof(float); batch -= 8 * sizeof(float)) { |
|
const __m256 vf = _mm256_loadu_ps(input); |
|
input += 8; |
|
|
|
_mm_storeu_si128((__m128i*) o, _mm256_cvtps_ph(vf, _MM_FROUND_TO_NEAREST_INT)); |
|
o += 8; |
|
} |
|
if XNN_UNLIKELY(batch != 0) { |
|
assert(batch >= 1 * sizeof(float)); |
|
assert(batch <= 7 * sizeof(float)); |
|
const __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) ¶ms->f16c.mask_table[7] - batch)); |
|
|
|
const __m256 vf = _mm256_maskload_ps(input, vmask); |
|
|
|
__m128 vf_lo = _mm256_castps256_ps128(vf); |
|
if (batch & (4 * sizeof(float))) { |
|
_mm_storel_epi64((__m128i*) o, _mm_cvtps_ph(vf_lo, _MM_FROUND_TO_NEAREST_INT)); |
|
vf_lo = _mm256_extractf128_ps(vf, 1); |
|
o += 4; |
|
} |
|
__m128i vh = _mm_cvtps_ph(vf_lo, _MM_FROUND_TO_NEAREST_INT); |
|
if (batch & (2 * sizeof(float))) { |
|
_mm_storeu_si32(o, vh); |
|
vh = _mm_srli_epi64(vh, 32); |
|
o += 2; |
|
} |
|
if (batch & (1 * sizeof(float))) { |
|
*((uint16_t*) o) = _mm_extract_epi16(vh, 0); |
|
} |
|
} |
|
} |
|
|