TVM is an open-source deep learning compiler stack for CPUs, GPUs, and specialized accelerators. It aims to close the gap between the productivity-focused deep learning frameworks, and the performance- or efficiency-oriented hardware backends.
The conference contained 20+ talks covering deep learning compilation, specialized accelerators, IoT, ML for systems, privacy/security and more