“LLM decoding is bottlenecked for large batches and long contexts by loading the key-value (KV) cache from high-bandwidth memory, which inflates per-token latency, while the sequential nature of ...
[Note this is an in-progress specification to be used in an upcoming format.] The decoder supports adaptive binary and multi-symbol models, as well as specialized encoding schemes like truncated ...
Abstract: In this paper, based on the proposed parallelization scheme of binary arithmetic decoding, a parallel AVC/H.264 con text-based adaptive binary arithmetic coding (CABAC) de coder with high ...
Abstract: Traditional iterative joint source-channel coding (JSCD) scheme based on soft-in-soft-out (SISO) decoding for arithmetic codes (AC) has a very high implementation complexity, which will ...
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