While parallelism remains the main source of performance, architectural
...
Despite significant investment in software infrastructure, machine learn...
Traditional compilers operate on a single generic intermediate represent...
This work presents MLIR, a novel approach to building reusable and exten...
Deep learning models with convolutional and recurrent networks are now
u...