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In Parser Model training a flag "cacheNGrams" is set to true in training props to reuse the NGram features which is recorded in a Hashmap "wordToSubstrings". While prediction updates any new words not seen in training and NGram features in the same hashmap in turn increases the object size and heap memory while running in a server.
The text was updated successfully, but these errors were encountered:
In Parser Model training a flag "cacheNGrams" is set to true in training props to reuse the NGram features which is recorded in a Hashmap "wordToSubstrings". While prediction updates any new words not seen in training and NGram features in the same hashmap in turn increases the object size and heap memory while running in a server.
The text was updated successfully, but these errors were encountered: