[TVM Discuss] [Development/RFC] [BYOC] Use pattern language to create composite functions

2020-05-21 Thread Matthew Brookhart via TVM Discuss
@comaniac @matt-arm @masahi Sorry for the delay! The Meetup this morning ate more of my time than I expected. https://github.com/apache/incubator-tvm/pull/5646 --- [Visit Topic](https://discuss.tvm.ai/t/byoc-use-pattern-language-to-create-composite-functions/6727/28) to respond. You

[TVM Discuss] [Development] VTA First Conv Layer Optimize

2020-05-21 Thread huajsj via TVM Discuss
Hi There, VTA first conv layer is running on CPU and not get offload into FPGA, in most case that is a performance bottle neck and need optimization, following are some idea about the optimization, please kindly comments. Regards Hua 1. training network to make first conv layer support int8

[TVM Discuss] [Meetup] [Reminder] Online Meetup this Thursday

2020-05-21 Thread Jason Knight via TVM Discuss
Thanks to @tqchen, @mbrookhart, and @matt-arm for the great talks and ~40 for attending for a great first Online TVM Meetup! Video is now up on Youtube [here](https://youtu.be/U_j1Yc-6sxM). And the agenda is [here](https://docs.google.com/document/d/1bfE7Ydk43aMM3aiLf8GM7xEatPJwhj839ANfBheUJc

[TVM Discuss] [Development/RFC] [BYOC] Use pattern language to create composite functions

2020-05-21 Thread Cody H. Yu via TVM Discuss
Updated the gist with merged features (configurable partition function attributes; pattern with more powerful attributes). Once the last feature (partition callback) is in, we should be fine to rewrite `MergeComposite` pass without any loss. https://gist.github.com/comaniac/1f399dfdfee05a2f7a