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External memory support. #7354

Closed

4 of 8 tasks

trivialfis opened this issue Oct 21, 2021 · 0 comments · Fixed by #7531

Closed

4 of 8 tasks

External memory support. #7354

trivialfis opened this issue Oct 21, 2021 · 0 comments · Fixed by #7531

Labels

feature-request

Member

trivialfis commented Oct 21, 2021 •

edited

This is a tracking issue for external memory implementation progress.

CPU hist (External memory support for hist #7531)

Histogram builder. (Support external memory in CPU histogram building. #7372)
Column matrix.
GHistIndexMatrix binary format.
Partitioner.
Updater.

Approx

Rewrite approx #7214

Documentation

Test/document the scalability of external memory, along with caveat and best practices.
Explicitly deprecate the old implementation in the document.

trivialfis added this to 1.6 in 2.0 Roadmap

trivialfis added the feature-request label

trivialfis moved this from 1.6 TO DO to 1.6 In Progress in 2.0 Roadmap

trivialfis mentioned this issue

[Roadmap] external memory support for tree_method='hist' #4093

Closed

trivialfis mentioned this issue

External memory support for hist #7531

Merged

trivialfis closed this as completed in #7531

trivialfis moved this from 1.6 In Progress to 1.6 Done in 2.0 Roadmap

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