There is however absolutely no disclosure/reason in documentation and API that buffer must remain on same memory address. I believe such implementation is not really desired, especially when there ...

NVIDIA's TensorRT-LLM now supports encoder-decoder models with in-flight batching, offering optimized inference for AI applications. Discover the enhancements for generative AI on NVIDIA GPUs.

A decoder only language model. This is the component that ultimately generates text. In my implementation I’ve deviated from what you see in LLaVA etc. a bit by incorporating the projection module to ...

We present a parallel version of Viterbi's decoding procedure, for which we are able to demonstrate that the resultant task graph has a restricted complexity in the number of communications to or from ...

Each decoder block consists of two Conv-BN-ReLU combinations. At the same time, the deep supervision algorithm is combined to improve the directness and transparency of the hidden layer learning ...

The difference with the mask decoder is the output channel in the distance transform decoder block is 3, which is equal to the number of input categories of the mask decoder block. We show in Figure 3 ...