XGBoost memory usage explodes for Cox dataset with hist tree method

Description

same happens for GPU backend with grow_gpu_hist

 

things to do:

verify this happens on 0.9

try reproing on native xgboost

 

Steps to reproduce:

the dataset is one of the datasets used for benchmarks

Activity

Show:
Jan Sterba
February 1, 2021, 9:29 AM
Won't Fix

Assignee

Jan Sterba

Fix versions

None

Reporter

Jan Sterba

Support ticket URL

None

Labels

None

Affected Spark version

None

Customer Request Type

None

Task progress

None

ReleaseNotesHidden

None

CustomerVisible

No

Components

Affects versions

Priority

Major