Before revision:  We present an alternative framework called Pipe-it that employs a pipelined design to split the convolutional layers across clusters while limiting the parallelization of their respective kernels to the assigned clusters .
After revision:  We present an alternative framework called Pipe-it that employs a pipelined design to split the convolutional layers across clusters while limiting the parallelization of their respective kernels to the assigned cluster .