the file of the tpot.fitted_pipeline_ is very large

[huangqingyi-code]

Hi tpot team, Now,I can save the tpot.fitted_pipeline_ and load it,but the file of the tpot.fitted_pipeline_ is very large.it is relate to training data,the more data, the bigger the tpot.fitted_pipeline_.My training data size is 618kKB,but the saved tpot.fitted_pipeline_ size is 7828KB. the following code: save: with open("./model.pickle","wb") as f: pickle.dump(tpot.fitted_pipeline_,f) load: with open("./model.pickle","rb")as f: model= pickle.load(f) because the size of tpot.fitted_pipeline_ is very large,load it is very slow. how can i reduce the size.

[huangqingyi-code]

Hi,tpot team, Someone encountered the same problem