Thanks for answering, I don't want to use another level of framework. I 
tried to alter the batch size using theano but it seems that it is not 
updating after creating the model. Is there any way that I can do it using 
theano itself ? 

On Wednesday, July 5, 2017 at 4:50:58 AM UTC+2, nouiz wrote:
>
> You don't need to re create a new model of you just change the batch size. 
> What make you think this is needed? Some great framework on top of Theano 
> will request that you set the batchsize to None to tell that it will change.
>
> Fred
>
> Le mar. 4 juil. 2017 17:21, Feras Almasri <[email protected] <javascript:>> 
> a écrit :
>
>> I'm re-initiating another model in a loop because I'm testing different 
>> batch sizes so I have to re initiate the model again. it seems in my code 
>> that every time I'm re initiating the model the old model still in the GPU 
>> and not deleted. is there any way to delete the model before initiating the 
>> second ? 
>>
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