The TensorFlow Partitioning and Scheduling Problem: It's the Critical Path!

Ruben Mayer, Christian Mayer, Larissa Laich

State-of-the-art data flow systems such as TensorFlow impose iterative calculations on large graphs that need to be partitioned on heterogeneous devices such as CPUs, GPUs, and TPU…