MindSpore报Dead code exist, please remove it.

1 报错描述

MindSpore报Dead code exist, please remove it.

1.1 系统环境
*Hardware Environment(Ascend/GPU/CPU): Ascend/GPU/CPU

Software Environment:

– MindSpore version (source or binary): master or 1.6.0

– Python version (e.g., Python 3.7.5): 3.7.6

– OS platform and distribution (e.g., Linux Ubuntu 16.04): Ubuntu 4.15.0-74-generic

– GCC/Compiler version (if compiled from source):

1.2 基本信息
1.2.1 脚本

例1:

import numpy as np
from mindspore import Tensor, nn
from mindspore import dtype as ms

class IfInWhileNet(nn.Cell):

def __init__(self):
    super().__init__()
    self.nums = [1, 2, 3]

def construct(self, x, y, i):
    out = x
    while i < 3:
        i = i + 1
        out = out + 1
        if x == 2:
            break
            # Dead code here
            out = out + y
    return out

forward_net = IfInWhileNet()
i = Tensor(np.array(0), dtype=ms.int32)
x = Tensor(np.array(0), dtype=ms.int32)
y = Tensor(np.array(1), dtype=ms.int32)

output = forward_net(x, y, i)

1.2.2报错信息

RuntimeError: mindspore/ccsrc/pipeline/jit/parse/parse.cc:696 ParseStatements] Dead code exist, please remove it.

In file test_while.py(20)

            out = out + y

原因分析:

在while循环里面存在break语句,break语句后面的“out = out + y”实际上是一个冗余语句,因为该语句永远都不会被执行。

2 解决方法
基于上面已知的原因,很容易做出如下修改:

import numpy as np
from mindspore import Tensor, nn
from mindspore import dtype as ms

class IfInWhileNet(nn.Cell):

def __init__(self):
    super().__init__()
    self.nums = [1, 2, 3]

def construct(self, x, y, i):
    out = x
    while i < 3:
        i = i + 1
        out = out + 1
        if x == 2:
            break
            # Dead code here
            #out = out + y
    return out

forward_net = IfInWhileNet()
i = Tensor(np.array(0), dtype=ms.int32)
x = Tensor(np.array(0), dtype=ms.int32)
y = Tensor(np.array(1), dtype=ms.int32)

output = forward_net(x, y, i)

注释掉或者删除掉“out = out + y”这个冗余语句后,测试脚本执行成功。

3 总结
break/continue/return 这种流程跳转语句后面不要写任何冗余不执行语句,会导致报Dead code异常。

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