Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Please refer to Spark Issue: Task Not Serializable for a similar serialization issue in Spark/Scala.
For example, if you have the following import
from nltk.corpus import stopwords …It is suggested that you avoid using JSON for serializing and deserializing data. Please refer to Shotcomes of JSON for detailed discussions on this. TOML and YAML are better text-based alternatives to JSON. If serialization and deserialization is done in Python only, pickle
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
PyTorch uses pickle to serialize and deserialize objects.
The PyTorch convention is
to use the file extension .pt or .pth for saving model (or its parameters)
and use the file extension …