eland

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Commit Graph

Author	SHA1	Message	Date
Valeriy Khakhutskyy	6cecb454e3	[ML] Better memory estimation for NLP models (#568 ) This PR adds an ability to estimate per deployment and per allocation memory usage of NLP transformer models. It uses torch.profiler and performs logs the peak memory usage during the inference. This information is then used in Elasticsearch to provision models with sufficient memory (elastic/elasticsearch#98874).	2023-11-06 12:18:20 +01:00
Fernando Briano	2134c71ab4	Add Buildkite configuration (#515 ) * [CI] Adds Buildkite configuration * Removes GitHub Actions * Moves lint and docs tasks to Buildkite	2023-07-17 14:08:41 +01:00

Author

SHA1

Message

Date

Valeriy Khakhutskyy

6cecb454e3

[ML] Better memory estimation for NLP models (#568 )

This PR adds an ability to estimate per deployment and per allocation memory usage of NLP transformer models. It uses torch.profiler and performs logs the peak memory usage during the inference.

This information is then used in Elasticsearch to provision models with sufficient memory (elastic/elasticsearch#98874).

2023-11-06 12:18:20 +01:00

Fernando Briano

2134c71ab4

Add Buildkite configuration (#515 )

* [CI] Adds Buildkite configuration
* Removes GitHub Actions
* Moves lint and docs tasks to Buildkite

2023-07-17 14:08:41 +01:00

2 Commits