Transformer accelerator

הרקע לפרויקט:

Transformers have been a game changer in the field of deep learning. Chatbots such as ChatGPT are transformer-based. Transformers carry extremely high computational requirements hence accelerating them, especially in edge applications, is critical

מטרת הפרויקט:

To design an energy efficient transformer accelerator for edge applications

תכולת הפרויקט:

1. transformer algorithm study,
2. state of the art study
3. definition of requirements
4. architecture definition
5. logic design
6. simulation and verification
7. synthesis and physical design
8. pre-silicon evaluation

מקורות:

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