Source code for jet20.backend.plugins.rouding

import torch

from jet20.backend.plugins import Plugin

import logging
logger = logging.getLogger(__name__)


def round_(x,n=3):
    return (x * 10**n).round() / (10**n)


class Rounding(Plugin):

    def postprocess(self,p,x,config):
        old_value = p.obj(x)

        for i in range(config.rouding_precision,16):
            _x = round_(x,i)

            if p.eq and not p.eq.validate(_x,config.opt_constraint_tolerance):
                continue

            if p.le and not p.le.validate(_x):
                continue
            
            new_value = p.obj(_x)

            if new_value <= old_value:
                return p,_x
            elif config.force_rouding:
                logger.warning("objective get worse,before rouding: %s, after rouding:%s, p:%s",old_value.item(),new_value.item(),i)
                return p,_x
        
        logger.warning("rouding faild.")
        return p,x