[torch 参数更多 ]torch.nn.MSELoss¶

torch.nn.MSELoss ¶

          torch.nn.MSELoss(size_average=None,
                 reduce=None,
                 reduction='mean')

         

          paddle.nn.MSELoss(reduction='mean')

         

PyTorch 相比 Paddle 支持更多其他参数，具体如下：

           # Paddle 写法
torch.nn.MSELoss(size_average=True)

# Paddle 写法
paddle.nn.MSELoss(reduction='mean')

size_average 为 True

           # PyTorch 写法
torch.nn.MSELoss(size_average=True)

# Paddle 写法
paddle.nn.MSELoss(reduction='mean')

size_average 为 False

           # PyTorch 写法
torch.nn.MSELoss(size_average=False)

# Paddle 写法
paddle.nn.MSELoss(reduction='sum')

reduce 为 True

           # PyTorch 写法
torch.nn.MSELoss(reduce=True)

# Paddle 写法
paddle.nn.MSELoss(reduction='mean')

reduce 为 False

           # PyTorch 写法
torch.nn.MSELoss(reduce=False)

# Paddle 写法
paddle.nn.MSELoss(reduction='none')

reduction 为’none’

           # PyTorch 写法
torch.nn.MSELoss(reduction='none')

# Paddle 写法
paddle.nn.MSELoss(reduction='none')

reduction 为’mean’

           # PyTorch 写法
torch.nn.MSELoss(reduction='mean')

# Paddle 写法
paddle.nn.MSELoss(reduction='mean')

reduction 为’sum’

           # PyTorch 写法
torch.nn.MSELoss(reduction='sum')

# Paddle 写法
paddle.nn.MSELoss(reduction='sum')