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Sycl. Reduce predictor memory consumption and improve L2 locality#11603

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trivialfis merged 9 commits into
dmlc:masterfrom
razdoburdin:dev/sycl/l2_prediction
Aug 7, 2025
Merged

Sycl. Reduce predictor memory consumption and improve L2 locality#11603
trivialfis merged 9 commits into
dmlc:masterfrom
razdoburdin:dev/sycl/l2_prediction

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@razdoburdin
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This PR reduce sycl-predictor memory-consumption and improve L2-locality by block-by-block processing.

@trivialfis
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Please let me know when the PR is ready for review.

@trivialfis
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It would be great if you could help look into the sycl errors (ignore other cancelled errors) when you are available. It's failing in other PRs as well.

@trivialfis
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Hi, is this PR ready to go? I will be on holiday next week, would love to get as many things done as possible before that.

@razdoburdin
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Hi, is this PR ready to go? I will be on holiday next week, would love to get as many things done as possible before that.

yes, it is ready

@trivialfis trivialfis merged commit 3f56c33 into dmlc:master Aug 7, 2025
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2 participants