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[GTIL] Allow inferencing with FP32 input + FP64 model #574

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merged 2 commits into from
Jul 3, 2024

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@hcho3 hcho3 commented Jul 2, 2024

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codecov bot commented Jul 2, 2024

Codecov Report

Attention: Patch coverage is 97.43590% with 1 line in your changes missing coverage. Please review.

Project coverage is 84.71%. Comparing base (b33f404) to head (af18a9a).
Report is 8 commits behind head on mainline.

Files with missing lines Patch % Lines
src/gtil/predict.cc 83.33% 1 Missing ⚠️
Additional details and impacted files
@@             Coverage Diff              @@
##           mainline     #574      +/-   ##
============================================
- Coverage     84.76%   84.71%   -0.05%     
============================================
  Files            71       71              
  Lines          6340     6347       +7     
  Branches        523      521       -2     
============================================
+ Hits           5374     5377       +3     
- Misses          966      970       +4     

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@hcho3 hcho3 merged commit 322e3c6 into dmlc:mainline Jul 3, 2024
18 of 19 checks passed
@hcho3 hcho3 deleted the gtil_type_mixing branch July 3, 2024 02:32
rapids-bot bot pushed a commit to rapidsai/cuml that referenced this pull request Jul 24, 2024
Treelite 4.3.0 contains the following improvements:

* Support XGBoost 2.1.0, including the UBJSON format (dmlc/treelite#572, dmlc/treelite#578)
* [GTIL] Allow inferencing with FP32 input + FP64 model (dmlc/treelite#574). Related: triton-inference-server/fil_backend#391
* Prevent integer overflow for deep LightGBM trees by using DFS order (dmlc/treelite#570).
* Support building with latest RapidJSON (dmlc/treelite#567)

Authors:
  - Philip Hyunsu Cho (https://github.com/hcho3)

Approvers:
  - James Lamb (https://github.com/jameslamb)
  - Dante Gama Dessavre (https://github.com/dantegd)

URL: #5968
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