!14537 [MS][LITE]rewrite fp32 to fp16

From: @cjh9368
Reviewed-by: @zhang_xue_tong,@zhanghaibo5
Signed-off-by: @zhang_xue_tong

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;
 }

mindspore/lite/tools/converter/converter_flags.cc

@@ -104,7 +104,7 @@ int Flags::InitFmk() {
 }
 
 bool Flags::IsValidNum(const std::string &str, int *num) {
-  char *ptr;
+  char *ptr = nullptr;
   *num = strtol(str.c_str(), &ptr, 10);
   return ptr == (str.c_str() + str.size());
 }

mindspore/lite/tools/optimizer/fusion/conv_transform_fusion.cc

@@ -60,6 +60,7 @@ void GenerateNewWeightConv2D(float *dst_weight, const float *conv_weight, const
       dst_weight[i] = conv_weight[i] * scale_weight[i % kernel_num];
     }
   } else {
+    MS_ASSERT(kernel_num > 0);
     auto kernel_size = weight_shape_size / kernel_num;
     for (int i = 0; i < kernel_num; i++) {
       for (int j = 0; j < kernel_size; j++) {
@@ -87,6 +88,7 @@ void GenerateNewWeightConv2DTranspose(float *dst_weight, const float *scale_weig
       }
     }
   } else {
+    MS_ASSERT(group > 0);
     auto cin_group = weight_tensor->tensor_shape()[0] / group;
     int area_size = weight_tensor->tensor_shape()[2] * weight_tensor->tensor_shape()[3];
     int cout_size = kernel_num * area_size;