// Copyright 2021 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. $assert BATCH_TILE >= 1 $ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ" #include #include #include #include void xnn_f16_f32_vcvt_ukernel__scalar_x${BATCH_TILE}( size_t n, const void* input, float* output, const union xnn_f16_f32_cvt_params params[restrict XNN_MIN_ELEMENTS(1)]) { assert(n != 0); assert(n % sizeof(uint16_t) == 0); assert(input != NULL); assert(output != NULL); const uint32_t vsign_mask = params->scalar.sign_mask; const uint32_t vexp_offset = params->scalar.exp_offset; const float vexp_scale = params->scalar.exp_scale; const uint32_t vmagic_mask = params->scalar.magic_mask; const float vmagic_bias = params->scalar.magic_bias; const uint32_t vdenorm_cutoff = params->scalar.denorm_cutoff; const uint16_t* i = (const uint16_t*) input; uint32_t* o = (uint32_t*) output; $if BATCH_TILE > 1: for (; n >= ${BATCH_TILE} * sizeof(uint16_t); n -= ${BATCH_TILE} * sizeof(uint16_t)) { $for N in range(BATCH_TILE): const uint16_t vh${N} = i[${N}]; i += ${BATCH_TILE}; $for N in range(BATCH_TILE): const uint32_t vw${N} = (uint32_t) vh${N} << 16; $for N in range(BATCH_TILE): const uint32_t vsign${N} = vw${N} & vsign_mask; $for N in range(BATCH_TILE): const uint32_t v2w${N} = vw${N} + vw${N}; $for N in range(BATCH_TILE): const uint32_t vnorm${N} = float_as_uint32(uint32_as_float((v2w${N} >> 4) + vexp_offset) * vexp_scale); $for N in range(BATCH_TILE): const uint32_t vdenorm${N} = float_as_uint32(uint32_as_float((v2w${N} >> 17) | vmagic_mask) - vmagic_bias); $for N in range(BATCH_TILE): const uint32_t vf${N} = vsign${N} | (XNN_UNPREDICTABLE(v2w${N} < vdenorm_cutoff) ? vdenorm${N} : vnorm${N}); $for N in range(BATCH_TILE): o[${N}] = vf${N}; o += ${BATCH_TILE}; } $if BATCH_TILE == 1: do { const uint16_t vh = *i++; const uint32_t vw = (uint32_t) vh << 16; const uint32_t vsign = vw & vsign_mask; const uint32_t v2w = vw + vw; const uint32_t vnorm = float_as_uint32(uint32_as_float((v2w >> 4) + vexp_offset) * vexp_scale); const uint32_t vdenorm = float_as_uint32(uint32_as_float((v2w >> 17) | vmagic_mask) - vmagic_bias); const uint32_t vf = vsign | (XNN_UNPREDICTABLE(v2w < vdenorm_cutoff) ? vdenorm : vnorm); *o++ = vf; n -= sizeof(uint16_t); } while (n != 0); $elif BATCH_TILE == 2: if XNN_UNLIKELY(n != 0) { const uint16_t vh = *i; const uint32_t vw = (uint32_t) vh << 16; const uint32_t vsign = vw & vsign_mask; const uint32_t v2w = vw + vw; const uint32_t vnorm = float_as_uint32(uint32_as_float((v2w >> 4) + vexp_offset) * vexp_scale); const uint32_t vdenorm = float_as_uint32(uint32_as_float((v2w >> 17) | vmagic_mask) - vmagic_bias); const uint32_t vf = vsign | (XNN_UNPREDICTABLE(v2w < vdenorm_cutoff) ? vdenorm : vnorm); *o = vf; } $else: if XNN_UNLIKELY(n != 0) { do { const uint16_t vh = *i++; const uint32_t vw = (uint32_t) vh << 16; const uint32_t vsign = vw & vsign_mask; const uint32_t v2w = vw + vw; const uint32_t vnorm = float_as_uint32(uint32_as_float((v2w >> 4) + vexp_offset) * vexp_scale); const uint32_t vdenorm = float_as_uint32(uint32_as_float((v2w >> 17) | vmagic_mask) - vmagic_bias); const uint32_t vf = vsign | (XNN_UNPREDICTABLE(v2w < vdenorm_cutoff) ? vdenorm : vnorm); *o++ = vf; n -= sizeof(uint16_t); } while (n != 0); } }