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microsoft / lightgbm-benchmark

Benchmark tools for LightGBM
MIT License
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continuous training #275

Closed piyushmadan closed 1 year ago

piyushmadan commented 1 year ago

This PR allows user to provide lightgbm model file as an input to the component. The component will continue the training on the input model.

Continuous training has been tested with freeforms and distributed training.

piyushmadan commented 1 year ago

@microsoft-github-policy-service agree company="Microsoft"

piyushmadan commented 1 year ago

@microsoft-github-policy-service agree company="Microsoft"

github-actions[bot] commented 1 year ago

Unit Test Results for Build

122 tests  ±0   122 :heavy_check_mark: ±0   2m 3s :stopwatch: +5s     1 suites ±0       0 :zzz: ±0      1 files   ±0       0 :x: ±0 

Results for commit cfe1a108. ± Comparison against base commit 742cd71c.

github-actions[bot] commented 1 year ago

Code Coverage

Package Line Rate Branch Rate Complexity
. 100% 0% 0
common 81% 0% 0
pipelines.azureml 68% 0% 0
scripts 100% 0% 0
scripts.data_processing.generate_data 92% 0% 0
scripts.data_processing.lightgbm_data2bin 95% 0% 0
scripts.data_processing.partition_data 92% 0% 0
scripts.inferencing.custom_win_cli 94% 0% 0
scripts.inferencing.lightgbm_c_api 75% 0% 0
scripts.inferencing.lightgbm_python 95% 0% 0
scripts.inferencing.lightgbm_ray 95% 0% 0
scripts.inferencing.treelite_python 94% 0% 0
scripts.model_transformation.treelite_compile 92% 0% 0
scripts.sample 93% 0% 0
scripts.training.lightgbm_python 72% 0% 0
scripts.training.lightgbm_ray 88% 0% 0
scripts.training.ray_tune 82% 0% 0
Summary 82% (2169 / 2659) 0% (0 / 0) 0