seems as source code I tried has had some errors. regarding matrix multiplications. I might need to edit to make it run and also would learn pytorch/transformers libraries awhile. 


hmm seems as would need to refactor this code to make it possible to run with pretrained bert models.


hmm but not today. I think i feel tired now.  already studied alot today. (finished a courseware pdfs of linguistics and also studied to PTB like topics and started running this neural network configuration etc etc) hmm would make this neural network come to predicting correctly state tomorrow. 

I think its enough coding related tasks today. 

now either would watch some tv show or read topology.  I think i would read topology since I need to revise it soonest. (i mean the bsc topology introduction revising).


also i am slightly bored of everytime watching tv shows in rest time. this time would study to topology task in today's rest time. its already like 22:45 pm. I guess I would fall asleep whilst studying to. 


 hm so making this neural net's bert related matrix dimensions problem be resolved miught be an easy to solve task or not would see. seems as it might be an easy task imho. or not but initially seems as an easy task to solve. 


yepp now rest time. 



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