Jiaming Yuan 61dd854a52
[EM] Refactor GPU histogram builder. (#10764)
- Expose the maximum number of cached nodes to be consistent with the CPU implementation. Also easier for testing.
- Extract the subtraction trick for easier testing.
- Split up the `GradientQuantiser` to avoid circular dependency.
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