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[doc] Update notes about GPU memory usage.

#8516
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trivialfis:doc-gpu-mem-use/59e70343b3(#11375)
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Jiaming Yuan
Jiaming Yuan
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:pipeline:test -f tests/buildkite/pipeline.yml && buildkite-agent pipeline upload tests/buildkite/pipeline.yml || true
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