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[Review] Parallelize RF to Treelite conversion over trees #3395
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wphicks
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Jan 21, 2021
Related to issue #2399 (first of several) |
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Parallelize RF to Treelite conversion over trees
[Review] Parallelize RF to Treelite conversion over trees
Jan 21, 2021
Codecov Report
@@ Coverage Diff @@
## branch-0.18 #3395 +/- ##
===============================================
+ Coverage 71.48% 71.63% +0.14%
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Files 207 210 +3
Lines 16748 16924 +176
===============================================
+ Hits 11973 12123 +150
- Misses 4775 4801 +26
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canonizer
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Jan 22, 2021
hcho3
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Jan 22, 2021
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JohnZed
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Jan 22, 2021
@gpucibot merge |
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Perform construction of Treelite trees in parallel when converting from a cuML RF model
Improve speed of initial prediction for a model with 300 trees of approximately 4M nodes by an average of 2.04x on a system with 12 Intel Xeon Gold 6128 CPUs available