Question about MNIST LeNet example

2018-05-06 Thread Guobao Li
Hi Matthias, I'm currently reading the dml script MNIST LeNet example and got some questions. I hope that you could help me out of them. 1) Is it possible to define a matrix containing the variables? Because I'm wondering how to represent the model as a parameter for the "paramserv" function.

Re: Questions about MNIST LeNet example

2018-05-06 Thread Matthias Boehm
Hi Guobao, that sounds very good. In general, the "model" refers to the collection of all weights and bias matrices of a given architecture. Similar to a classic regression model, we can view the weights as the "slope", i.e., multiplicative terms, while the biases are the "intercept", i.e.,

Questions about MNIST LeNet example

2018-05-06 Thread Guobao Li
Hi Matthias, I'm currently reading the dml script MNIST LeNet example and got some questions. I hope that you could help me out of them. 1) Is it possible to define a matrix containing the variables? Because I'm wondering how to represent the model as a parameter for the "paramserv" function.