From 73e74c3c457e6ebeffec9fa2f6611c0b04587233 Mon Sep 17 00:00:00 2001 From: cjh9368 Date: Thu, 1 Apr 2021 11:15:12 +0800 Subject: [PATCH] [MS][LITE] add --- mindspore/lite/nnacl/nnacl_common.c | 62 +++++------------------------ 1 file changed, 11 insertions(+), 51 deletions(-) diff --git a/mindspore/lite/nnacl/nnacl_common.c b/mindspore/lite/nnacl/nnacl_common.c index 45c1977033..a80a0464be 100644 --- a/mindspore/lite/nnacl/nnacl_common.c +++ b/mindspore/lite/nnacl/nnacl_common.c @@ -42,56 +42,16 @@ float ShortToFloat32(uint16_t src_value) { } uint16_t Float32ToShort(float src_value) { - float *psrcValue = NULL; - psrcValue = &src_value; - unsigned int srcValueBit = (unsigned int)(*psrcValue); - unsigned int sign = srcValueBit >> (FP32_BIT_SIZE - 1); - unsigned int mantissa = srcValueBit & 0x007FFFFF; + float32_bits src_value_bits; + src_value_bits.f = src_value; + uint16_t res = 0; + // mantissa + res += (src_value_bits.u >> 13); // exponent - int exp = ((srcValueBit & 0x7F800000) >> FP32_SIGNIFICAND) + FP16_EXPONENT_BIAS - FP32_EXPONENT_BIAS; - uint16_t short_res; - if (exp > 0 && exp < FP16_EXPONENT_MAX) { - // use rte rounding mode, round the significand, combine sign, exponent and significand into a short. - short_res = (sign << (FP16_BIT_SIZE - 1)) | (exp << FP16_SIGNIFICAND) | - ((mantissa + 0x00001000) >> (FP32_SIGNIFICAND - FP16_SIGNIFICAND)); - } else if (srcValueBit == 0) { - short_res = 0; - } else { - if (exp <= 0) { - short_res = 0; - if (exp >= FP16_EXPONENT_MIN) { - mantissa = (mantissa | 0x00800000) >> (1 - exp); - if ((mantissa & 0x00001000) > 0) { - mantissa = mantissa + 0x00002000; - } - short_res = (sign << FP16_EXPONENT_BIAS) | (mantissa >> (FP32_SIGNIFICAND - FP16_SIGNIFICAND)); - } - } else if (exp == (FP32_EXPONENT_MAX - FP32_EXPONENT_BIAS + FP16_EXPONENT_BIAS)) { - if (mantissa == 0) { - // input float is infinity, return infinity half - short_res = (sign << FP16_EXPONENT_BIAS) | 0x7C00; - } else { - // input float is NaN, return half NaN - short_res = (sign << FP16_EXPONENT_BIAS) | 0x7C00 | (mantissa >> (FP32_SIGNIFICAND - FP16_SIGNIFICAND)); - } - } else { - // exp > 0, normalized single, round to nearest - if ((mantissa & 0x00001000) > 0) { - mantissa = mantissa + 0x00002000; - if ((mantissa & 0x00800000) > 0) { - mantissa = 0; - exp = exp + 1; - } - } - if (exp > FP16_EXPONENT_MAX) { - // exponent overflow - return infinity half - short_res = (sign << FP16_EXPONENT_BIAS) | 0x7C00; - } else { - // combine sign, exp and mantissa into normalized half - short_res = (sign << FP16_EXPONENT_BIAS) | (exp << FP16_SIGNIFICAND) | - (mantissa >> (FP32_SIGNIFICAND - FP16_SIGNIFICAND)); - } - } - } - return short_res; + res += (src_value_bits.u >> 13) & 0x3fc00; + res -= (127 - 15) << 13; + + // sign + res |= (src_value_bits.u & 0x400000000) >> 16; + return res; }