https://github.com/apple/ml-mobileone/tree/main/ModelBench

Paper : https://arxiv.org/abs/2303.14189 FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization The recent amalgamation of transformer and convolutional designs has led to steady improvements in accuracy and efficiency of the models. In this work, we introduce FastViT, a hybrid vision transformer architecture that obtains the state-of-the-art latency arxiv.org GitHub : htt..

Paper : https://arxiv.org/abs/2304.11267 Blog : https://ai.googleblog.com/2023/06/speed-is-all-you-need-on-device.html Speed is all you need: On-device acceleration of large diffusion models via GPU-aware optimizations Posted by Juhyun Lee and Raman Sarokin, Software Engineers, Core Systems & Experiences The proliferation of large diffusion models for image generation has led to a significant in..