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[return to "PostgresML is 8-40x faster than Python HTTP microservices"]
1. habibu+Y5[view] [source] 2022-10-20 01:53:54
>>redbel+(OP)
Python is slow for ML. People will take time to realize it. The claim that most of the work is done in GPU -- covers only a small fraction of cases.

For example, in NLP a huge amount of pre and post processing of data is needed outside of the GPU.

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2. __mhar+l6[view] [source] 2022-10-20 01:58:24
>>habibu+Y5
Spacy is much faster on the GPU. Many folks don't know that Cudf (a Pandas implementation for GPUs) parallelizes string operations (these are notoriously slow on Pandas)... shrug...
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