This paper investigates a deep learning (DL)-based detection scheme for phase shift keying in half-duplex multiple-input multiple-output (MIMO) quantize-forward (QF) relay channels, where the relay ...

SD.Next Quantization provides full cross-platform quantization to reduce memory usage and increase performance for any device. Triton enables the use of optimized kernels for much better performance.

Abstract: Model quantization is one of the means to address the difficulty of deploying models in resource-constrained environments. A quantization framework for integer-only inference across the ...