Agfdhyk

I'm trying to go through the tensorflow tutorial which requires me to execture the line

fashion_mnist.load_data()

in my code to download the data set. In the middle of the download I get the following error.

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

How can I prevent the host from closing the connection.

File Being Executed

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

Output I Get

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:PiChessCorehello - 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 StudioSharedPython36_64libsite-packagestensorflowpythonkerasdatasetsfashion_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 StudioSharedPython36_64libsite-packagestensorflowpythonkerasutilsdata_utils.py", line 249, in get_file

    urlretrieve(origin, fpath, dl_progress)

  File "C:Program Files (x86)Microsoft Visual StudioSharedPython36_64liburllibrequest.py", line 277, in urlretrieve

    block = fp.read(bs)

  File "C:Program Files (x86)Microsoft Visual StudioSharedPython36_64libhttpclient.py", line 449, in read

    n = self.readinto(b)

  File "C:Program Files (x86)Microsoft Visual StudioSharedPython36_64libhttpclient.py", line 493, in readinto

    n = self.fp.readinto(b)

  File "C:Program Files (x86)Microsoft Visual StudioSharedPython36_64libsocket.py", line 586, in readinto

    return self._sock.recv_into(b)

  File "C:Program Files (x86)Microsoft Visual StudioSharedPython36_64libssl.py", line 1009, in recv_into

    return self.read(nbytes, buffer)

  File "C:Program Files (x86)Microsoft Visual StudioSharedPython36_64libssl.py", line 871, in read

    return self._sslobj.read(len, buffer)

  File "C:Program Files (x86)Microsoft Visual StudioSharedPython36_64libssl.py", line 631, in read

    v = self._sslobj.read(len, buffer)

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