Paddle 使用API Dataset、DataLoader时的WARNING有误,paddle框架为2.2版本

fjnneemd  于 2022-04-21  发布在  Java
关注(0)|答案(4)|浏览(316)

 1)PaddlePaddle版本:2.2
   2)CPU:AMD3500U
   3)GPU:无
   4)系统环境:windows10, Python版本3.7

WARNING: Detect dataset only contains single fileds, return format changed since Paddle 2.1. In Paddle <= 2.0, DataLoader add a list surround output data(e.g. return [data]), and in Paddle >= 2.1, DataLoader return the single filed directly (e.g. return data).

paddle已经是2.2版本的, 但是__getitem__返回数据不加 [] 就会WARNING

啥时候修复错误

快速复现该WARNING:

import numpy as np
import paddle
from paddle.io import DataLoader

# define a random dataset

class Dataset(paddle.io.Dataset):
    def __init__(self, images):
        self.images = images[:]

    def __getitem__(self, index):
        return self.images[index].astype('float32')

# return [self.images[index].astype('float32')]

    def __len__(self):
        return len(self.images)

images = paddle.rand((100,224,224))
i_query_data = Dataset( images)
loader = DataLoader(i_query_data,
                    batch_size=64,
                    shuffle=True,
                    drop_last=True,
                    num_workers=0)

for i,image in enumerate(loader()):
    print(i,image)
    break
ippsafx7

ippsafx71#

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klsxnrf1

klsxnrf12#

您好,这是个不兼容升级的warning,代码运行没有问题的话不用关注的。

gg0vcinb

gg0vcinb3#

您好,这是个不兼容升级的warning,代码运行没有问题的话不用关注的。

问题在于,每跑一轮模型我就调用手写的模型测试时,WARNING就输出一次,还得手动设置忽略。并且我的做法在in Paddle >= 2.1, DataLoader return the single filed directly 下,按提示说就不应该出现WARNING的。要么你们可以改一下提示 In Paddle >= 2.1, DataLoader add a list surround output data(e.g. return [data])得了,返回data加 []反而没提示WARNING

0aydgbwb

0aydgbwb4#

您的建议已收到,并反馈给相关开发同学,内部会评估如何优化该输出信息,感谢您的建议。

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