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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
..
dataframe
Deal with the mad aggregation being removed in Pandas 2 (#602)
2023-11-06 06:12:16 +01:00
etl
Use _append instead of append since it's still available after 2.0 of pandas (#603)
2023-10-11 15:41:05 +01:00
field_mappings
Add a compatibility layer for Elasticsearch server 8.5.0 field_caps API
2023-05-02 15:40:20 -05:00
ml
[ML] Better memory estimation for NLP models (#568)
2023-11-06 12:18:20 +01:00
notebook
[ML] Text expansion model config support (#520)
2023-03-08 15:40:14 +00:00
operations
Add quantile() to DataFrame and Series
2021-06-08 13:02:44 -05:00
operators
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
plotting
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
query
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
query_compiler
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
series
Remove deprecated check_less_precise (#596)
2023-09-26 07:34:52 +02:00
__init__.py
Support the v8.0 Elasticsearch client
2021-12-09 15:01:26 -06:00
anonreviews.csv.gz
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
common.py
Update to latest ES versions and fix unit tests (#512)
2023-01-31 20:55:29 +01:00
conftest.py
Fixed conf test with isinstance
2023-08-22 13:23:23 +02:00
ecommerce_df.json.gz
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
ecommerce.json.gz
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
flights_df.json.gz
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
flights_small.json.gz
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
flights.json.gz
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00
setup_tests.py
Support the v8.0 Elasticsearch client
2021-12-09 15:01:26 -06:00
test_common_pytest.py
Add a warning when connecting to incompatible Elasticsearch versions
2021-12-15 14:08:20 -06:00
test_utils_pytest.py
Move tests directory outside of eland namespace
2020-11-16 11:30:41 -06:00