This release features numerous improvements in TOPI and backends. We make the first step toward object detection support in TOPI, featuring operators necessary for YOLO and SSDs. The topi now supports numpy-style API and operator overloading. RPC is significantly improved to support resource allocation and using a pool of devices. We are adding two new backends: WebGL for running GPUs on the browser, and Vulkan for running on next-generation graphics API.
Thanks to all the contributors who make this release happen.
Check out https://github.com/dmlc/tvm/releases/tag/v0.3 for the complete release note and https://github.com/dmlc/tvm/issues/1170 for roadmap to 0.4