Abstract: Cloud platforms have deployed hardware accelerators like neural processing units (NPUs ... an ISA extension of modern NPU architecture for fine-grained tensor operator scheduling for ...

We propose the GANAX architecture ... processing engines, which had otherwise diminished due to the inserted zeros. The reordering breaks the full SIMD execution model, which is prominent in ...

However, the SIMD operations that the hardware supports are ... It is expected that most data-processing code can just use the high-level portable API and achieve good performance. When some uncommon ...