Solved by Coprosmo in post #7 
              
              
                The dataset only has 0’s and 1’s as targets. Having just reread the page for Conv1d, I suspect there might be an issue with the shape of my data being fed into the conv layer. Currently it’s in the form [n_nodes, 128] where n_nodes changes based on the input graph. It looks like the Conv1d expects […