AITopics | performance contention

Collaborating Authors

performance contention

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models

Neural Information Processing SystemsDec-26-2025, 20:39:40 GMT

Large language models (LLMs) are highly capable but also computationally expensive.

autoregressive transformer model, inference efficiency metric, name change, (5 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.63)

Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models

Neural Information Processing SystemsAug-13-2025, 06:09:20 GMT

Large language models (LLMs) are highly capable but also computationally expensive.

autoregressive transformer model, large language model, natural language, (7 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.67)

Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models

Neural Information Processing SystemsJan-19-2025, 23:12:30 GMT

Large language models (LLMs) are highly capable but also computationally expensive.

autoregressive transformer model, inference efficiency metric, performance contention, (4 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.67)