Github user myui commented on the issue:

    https://github.com/apache/incubator-hivemall/pull/87
  
    It takes so long to reflect this kind of changes by review comments. Find 
commit logs for my points for review.
    
    
https://github.com/myui/incubator-hivemall/commit/ac062f2f5f8e0eb9ad093d4b92f478d791fcbbf4
 is bug fix of ConversionState usage (cumulative loss is not reset at the 
beginning of 2nd iteration).
    
    
https://github.com/myui/incubator-hivemall/commit/b999196913874361b3e9e12c65418675a3070c23
 avoided `-tol` and fixed to use existing ConversionState.
    
    
https://github.com/myui/incubator-hivemall/commit/94e16366d54b6fa4e58a7e78d9db16aea83eee3f
 revised variable scope in ConversionState.
    
    
https://github.com/myui/incubator-hivemall/commit/94e16366d54b6fa4e58a7e78d9db16aea83eee3f
 Fixed a bug in readFrom.
    
    
https://github.com/myui/incubator-hivemall/commit/65233ff69d653df432d88eb4ecbc9031a6de60c5
 numSteps should be long to avoid overflow.
    
    I guess `-tol` used in your PR was too small to find existing bugs in 
optimizer (not bugs in this PR).


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