[Development Case] AI Model Lightweighting in the Semiconductor Industry
AI model optimization in the semiconductor industry.
In March 2024, we performed optimization to adapt an AI model for a specific edge device for semiconductor-related company M. We implemented lightweight modifications to adapt it to a special device. This time, the device for inference required significant lightweight adjustments in terms of model size, so we started by reviewing the neural network architecture. After that, we performed quantization and pruning to make it adaptable to the specific device. As a result, we achieved a model that meets the speed and data capacity requirements for the specific device. *For more details, please refer to the related links or feel free to contact us.*
- Company:ウェブファーマー
- Price:Other