PostgresML is 8-40x faster than Python HTTP microservices - PostgresML #422
giscus[bot]
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Replies: 2 comments 1 reply
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I'm not an ML guy, but love to hear the Postgres ecosystem is doing great here! |
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This is not a fair comparison. You need to serve the postgres query over a http server just like the python application. |
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I think the point the post illustrates beyond the straight benchmarks, is that you actually don't need an http service to access ML with PostgresML. Connectivity comes from PostgreSQL instead. It's a completely different stack with a completely different performance profile. |
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PostgresML is 8-40x faster than Python HTTP microservices - PostgresML
PostgresML v2.0 outperforms Python HTTP microservices by a factor of 8 in throughput, latency, and memory utilization.
https://postgresml.org/blog/postgresml-is-8x-faster-than-python-http-microservices/
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