Hello,
I am trying to create a .jsl script that will import the hdf5 files from Tensorflow, identify how many files are there (kernels + bias) and save them as datatables to then translate it to a form readable and usable as a surrogate by JMP. The way I am opening the datatables so far is very manual; I use
Open( "filename.h5", {"list_of", "dataset_names"});
to import all the dataset names. However, in order to be able to work with the datatables, I am then using this manual way (this is for a Keras 2-layer ANN, the last kernel and bias layer concatenates the others together) :
layer_0_bias = Data Table( "-model_weights-dense-dense-bias-0" ) << Get As Matrix();
layer_0_kernel = Data Table( "-model_weights-dense-dense-kernel-0" ) << Get As Matrix();
layer_1_bias = Data Table( "-model_weights-dense_1-dense_1-bias-0" ) << Get As Matrix();
layer_1_kernel = Data Table( "-model_weights-dense_1-dense_1-kernel-0" ) << Get As Matrix();
layer_2_bias = Data Table( "-model_weights-dense_2-dense_2-bias-0" ) << Get As Matrix();
layer_2_kernel = Data Table( "-model_weights-dense_2-dense_2-kernel-0" ) << Get As Matrix();
What I want to do is automate the process of importing, saving the datatables, and renaming them and understanding how many layers are in the Keras model (number of datatables / 2). Is there a way to understand how many datatables are there and also renaming each one separately without having to do the manual process shown above?
Thanks!
