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Remap BATCH_TREE_REORG to TREE_REORG in FIL #6161
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Avoid a bug which causes a batch of trees in the BATCH_TREE_REORG implementation to be labeled as complete (all having reached leaf nodes) when they are not. In the best case, this causes a crash when invalid shared memory is accessed. In the worst case, trees will silently contribute incorrect values to the final output. This workaround simply disables BATCH_TREE_REORG by remapping BATCH_TREE_REORG to TREE_REORG in the C++ layer. The fundamental issue should be fixed through promotion of experimental FIL to default.
dantegd
approved these changes
Dec 19, 2024
/merge |
/merge |
jakirkham
approved these changes
Jan 28, 2025
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Labels
bug
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CUDA/C++
Cython / Python
Cython or Python issue
non-breaking
Non-breaking change
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Avoid a bug which causes a batch of trees in the BATCH_TREE_REORG implementation to be labeled as complete (all having reached leaf nodes) when they are not. In the best case, this causes a crash when invalid shared memory is accessed. In the worst case, trees will silently contribute incorrect values to the final output.
This workaround simply disables BATCH_TREE_REORG by remapping BATCH_TREE_REORG to TREE_REORG in the C++ layer. The fundamental issue should be fixed through promotion of experimental FIL to default.