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python - fashion_mnist.load_data() 无法强制远程关闭连接

问题描述

我正在尝试通过要求我执行该行的 tensorflow 教程

fashion_mnist.load_data()

在我的代码中下载数据集。在下载过程中，我收到以下错误。

ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host

如何防止主机关闭连接。

正在执行的文件

import _thread
import time
import chess

# TensorFlow and tf.keras
import tensorflow as tf
from tensorflow import keras

# Helper libraries
import numpy as np
import matplotlib.pyplot as plt

print(tf.__version__)
fashion_mnist = keras.datasets.fashion_mnist


class_names = ['T-shirt/top', 'Trouser', 'Pullover', 'Dress', 'Coat', 
               'Sandal', 'Shirt', 'Sneaker', 'Bag', 'Ankle boot']

(train_images, train_labels), (test_images, test_labels) = fashion_mnist.load_data()
train_images.shape

我得到的输出

1.12.0
Downloading data from https://storage.googleapis.com/tensorflow/tf-keras-datasets/t10k-labels-idx1-ubyte.gz

8192/5148 [===============================================] - 0s 0us/step
Downloading data from https://storage.googleapis.com/tensorflow/tf-keras-datasets/t10k-images-idx3-ubyte.gz

   8192/4422102 [..............................] - ETA: 4s
  57344/4422102 [..............................] - ETA: 5s
 147456/4422102 [>.............................] - ETA: 3s
 278528/4422102 [>.............................] - ETA: 2s
 376832/4422102 [=>............................] - ETA: 2s
 385024/4422102 [=>............................] - ETA: 3s
 393216/4422102 [=>..........


... [more lines] ... 

   ====>........................] - ETA: 42:25
 5758976/26421880 [=====>........................] - ETA: 42:32
 5767168/26421880 [=====>........................] - ETA: 42:39
 5775360/26421880 [=====>........................] - ETA: 42:46
 5783552/26421880 [=====>........................] - ETA: 42:54
 5791744/26421880 [=====>........................] - ETA: 43:09
 5799936/26421880 [=====>........................] - ETA: 43:18
 5808128/26421880 [=====>........................] - ETA: 43:26
 5816320/26421880 [=====>........................] - ETA: 43:34Traceback (most recent call last):
  File "D:\PiChess\Core\hello - Copy.py", line 20, in <module>
    (train_images, train_labels), (test_images, test_labels) = fashion_mnist.load_data()
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\site-packages\tensorflow\python\keras\datasets\fashion_mnist.py", line 52, in load_data
    paths.append(get_file(fname, origin=base + fname, cache_subdir=dirname))
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\site-packages\tensorflow\python\keras\utils\data_utils.py", line 249, in get_file
    urlretrieve(origin, fpath, dl_progress)
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\urllib\request.py", line 277, in urlretrieve
    block = fp.read(bs)
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\http\client.py", line 449, in read
    n = self.readinto(b)
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\http\client.py", line 493, in readinto
    n = self.fp.readinto(b)
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\socket.py", line 586, in readinto
    return self._sock.recv_into(b)
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\ssl.py", line 1009, in recv_into
    return self.read(nbytes, buffer)
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\ssl.py", line 871, in read
    return self._sslobj.read(len, buffer)
  File "C:\Program Files (x86)\Microsoft Visual Studio\Shared\Python36_64\lib\ssl.py", line 631, in read
    v = self._sslobj.read(len, buffer)
ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host

标签： pythontensorflowkeras

解决方案

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