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🌐 Entity
Computational resource
Something a computer needs to solve a problem, such as processing steps or memory
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📌 Topics
- Computational efficiency (1)
- Multimodal AI (1)
- Model optimization (1)
🏷️ Keywords
Multimodal Large Language Models (1) · Vision token reduction (1) · Attention-driven self-compression (1) · FlashAttention (1) · Computational cost (1) · AI efficiency (1) · Model compression (1)
📖 Key Information
In computational complexity theory, a computational resource is a resource used by some computational models in the solution of computational problems.
The simplest computational resources are computation time, the number of steps necessary to solve a problem, and memory space, the amount of storage needed while solving the problem, but many more complicated resources have been defined.
A computational problem is generally defined in terms of its action on any valid input.
📰 Related News (1)
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🇺🇸 Vision Token Reduction via Attention-Driven Self-Compression for Efficient Multimodal Large Language Models
arXiv:2602.12618v1 Announce Type: cross Abstract: Multimodal Large Language Models (MLLMs) incur significant computational cost from processing numer...
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Transformer (deep learning) · 1 shared articles