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    • shiyu1994's avatar
      Add quantized training (CPU part) (#5800) · 17ecfab3
      shiyu1994 authored
      * add quantized training (first stage)
      
      * add histogram construction functions for integer gradients
      
      * add stochastic rounding
      
      * update docs
      
      * fix compilation errors by adding template instantiations
      
      * update files for compilation
      
      * fix compilation of gpu version
      
      * initialize gradient discretizer before share states
      
      * add a test case for quantized training
      
      * add quantized training for data distributed training
      
      * Delete origin.pred
      
      * Delete ifelse.pred
      
      * Delete LightGBM_model.txt
      
      * remove useless changes
      
      * fix lint error
      
      * remove debug loggings
      
      * fix mismatch of vector and allocator types
      
      * remove changes in main.cpp
      
      * fix bugs with uninitialized gradient discretizer
      
      * initialize ordered gradients in gradient discretizer
      
      * disable quantized training with gpu and cuda
      
      fix msvc compilation errors and warnings
      
      * fix bug in data parallel tree learner
      
      * make quantized training test deterministic
      
      * make quantized training in test case more accurate
      
      * refactor test_quantized_training
      
      * fix leaf splits initialization with quantized training
      
      * check distributed quantized training result
      17ecfab3
  23. 04 May, 2023 4 commits
  24. 26 Apr, 2023 1 commit