no code implementations • 7 Dec 2022 • Brijraj Singh, Swati Gupta, Mayukh Das, Praveen Doreswamy Naidu, Sharan Kumar Allur
TreeDNN helps in training the model with multiple datasets simultaneously, where each branch of the tree may need a different training dataset.
no code implementations • 29 Mar 2022 • Mayukh Das, Brijraj Singh, Harsh Kanti Chheda, Pawan Sharma, Pradeep NS
Designing suitable deep model architectures, for AI-driven on-device apps and features, at par with rapidly evolving mobile hardware and increasingly complex target scenarios is a difficult task.
no code implementations • 1 Jan 2021 • Brijraj Singh, Yash Jain, Mayukh Das, Praveen Doreswamy Naidu
Latency of DNN (Deep Neural Network) based prediction is the summation of model loading latency and inference latency.