[theano-users] Re: Save and load MLP model

2017-01-12 Thread Desy rona
Thanks for the solution .. but I had a little trouble downloading the dataset, the link is broken, is there any other links? Pada Selasa, 10 Januari 2017 12.47.20 UTC+7, krenova Math menulis: > > Hi Desy, > > I faced this issue before. > > One way to do this is to save and pickle all the weights.

Re: [theano-users] How could I choose element from a 3rd order tensor with a matrix using theano?

2017-01-12 Thread Frédéric Bastien
Hopefully you found the answer already. But in case you didn't or someone else have the same questions, it can be fine like this. x[:,:,y] This is called advanced indexing. Theano and NumPy support this. Fred Le 22 déc. 2016 10:17, "Quanty" a écrit : > Specifically, I have tensor x of shape (

[theano-users] Optimize Sum(Elemwise)

2017-01-12 Thread Adrian Seyboldt
Hallo, I've been using theano through pymc3 a lot recently and came across a hopefully realistic and useful optimization that theano does not seem to do. Most theano graphs of models I've seen contain the combination of an Elemwise Node and after that a Sum node. Often a lot of time is spend in th

[theano-users] How to: data parallelism in new GPU backend

2017-01-12 Thread Adam Stooke
Hi, I have a concept of how to implement data parallelism to utilize multiple GPUs, and I'd appreciate any feedback before I start on this. First, some background: --I'm working within an established, fairly complex code base. It builds NNs using Lasagne and computes gradients and other thi