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I"m trying to implement the binary classification example using the IMDb dataset in Google Colab. I have implemented this model before. But when I tried to do it again after a few days, it returned a value error: "Object arrays cannot be loaded when allow_pickle=False"
for the load_data() function.
I have already tried solving this, referring to an existing answer for a similar problem: How to fix 'Object arrays cannot be loaded when allow_pickle=False' in the sketch_rnn algorithm. But it turns out that just adding an allow_pickle argument isn"t sufficient.
My code:
from keras.datasets import imdb
(train_data, train_labels), (test_data, test_labels) = imdb.load_data(num_words=10000)
The error:
ValueError Traceback (most recent call last)
<ipython-input-1-2ab3902db485> in <module>()
1 from keras.datasets import imdb
----> 2 (train_data, train_labels), (test_data, test_labels) = imdb.load_data(num_words=10000)
2 frames
/usr/local/lib/python3.6/dist-packages/keras/datasets/imdb.py in load_data(path, num_words, skip_top, maxlen, seed, start_char, oov_char, index_from, **kwargs)
57 file_hash="599dadb1135973df5b59232a0e9a887c")
58 with np.load(path) as f:
---> 59 x_train, labels_train = f["x_train"], f["y_train"]
60 x_test, labels_test = f["x_test"], f["y_test"]
61
/usr/local/lib/python3.6/dist-packages/numpy/lib/npyio.py in __getitem__(self, key)
260 return format.read_array(bytes,
261 allow_pickle=self.allow_pickle,
--> 262 pickle_kwargs=self.pickle_kwargs)
263 else:
264 return self.zip.read(key)
/usr/local/lib/python3.6/dist-packages/numpy/lib/format.py in read_array(fp, allow_pickle, pickle_kwargs)
690 # The array contained Python objects. We need to unpickle the data.
691 if not allow_pickle:
--> 692 raise ValueError("Object arrays cannot be loaded when "
693 "allow_pickle=False")
694 if pickle_kwargs is None:
ValueError: Object arrays cannot be loaded when allow_pickle=False
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Texas | 2023-03-24
Thanks for explaining! I was stuck with How to fix “Object arrays cannot be loaded when allow_pickle=False” for imdb.load_data() function? for some hours, finally got it done 🤗. I just hope that will not emerge anymore
Warsaw | 2023-03-24
Thanks for explaining! I was stuck with How to fix “Object arrays cannot be loaded when allow_pickle=False” for imdb.load_data() function? for some hours, finally got it done 🤗. I am just not quite sure it is the best method
Munchen | 2023-03-24
Maybe there are another answers? What How to fix “Object arrays cannot be loaded when allow_pickle=False” for imdb.load_data() function? exactly means?. I am just not quite sure it is the best method