20250190813. Fine-tuning Ne (Advanced Micro Devices, .)
FINE-TUNING OF NEURAL NETWORKS
Abstract: techniques are described for fine-tuning a neural network. a plurality of fine-tuning layers of a neural network are executed, each corresponding to a respective reference layer of a reference neural network. for each of the fine-tuning layers, a fine-tuning weight matrix is generated based on a reference weight matrix associated with the corresponding reference layer. one or more weights of the fine-tuning weight matrix are then iteratively adjusted based on a comparison of the output of the fine-tuning layer with the output of the corresponding reference layer.
Inventor(s): Adam H. Li, Alireza Khodamoradi, Benjamin T. Sander, Eric Ford Dellinger, Kristof Denolf, Philip B. James-Roxby, Ralph Wittig
CPC Classification: G06N3/098 (Distributed learning, e.g. federated learning)
Search for rejections for patent application number 20250190813
- Patent Applications
- Advanced Micro Devices, Inc.
- CPC G06N3/098
- Adam H. Li of Solana Beach CA US
- Alireza Khodamoradi of Longmont CO US
- Benjamin T. Sander of Austin TX US
- Eric Ford Dellinger of Longmont CO US
- Kristof Denolf of Longmont CO US
- Philip B. James-Roxby of Longmont CO US
- Ralph Wittig of San Jose CA US