Solved by albanD in post #2 
              
              
                Hi, 
I’m afraid we don’t have support for these functions on sparse Tensors. 
You can check the sparse doc to see what is available. 
You can use the Dense version of these methods though if this is not too memory intensive. 
Also sparse operations will most likely be slower than dense ones on GPU (…