[Apache TVM Discuss] [Announcement] [COMMUNITY] @mbrookhart -> committer

2020-11-17 Thread Yizhi Liu via Apache TVM Discuss
Please join us to welcome [@mbrookhart](https://github.com/mbrookhart) as a new committer. Matthew is one of the major authors of pattern language in Relay, which has been one of the essential infrastructure tools and has made pattern matching much easier. Matthew has been quite active contri

[Apache TVM Discuss] [Development/RFC] [RFC] CSE Optimization

2020-10-16 Thread Yizhi Liu via Apache TVM Discuss
@tqchen @junrushao1994 how much of the work do you think we can reuse once we move to https://discuss.tvm.apache.org/t/rfc-tensorir-a-schedulable-ir-for-tvm? --- [Visit Topic](https://discuss.tvm.apache.org/t/rfc-cse-optimization/8130/4) to respond. You are receiving this because you ena

[Apache TVM Discuss] [Development/RFC] [RFC] CSE Optimization

2020-10-15 Thread Yizhi Liu via Apache TVM Discuss
Thanks for the RFC. Nice finding and it looks good to me overall. Could you also provide an example of how the user api looks like? Besides, what information does Tensor Expression Tree provide in addition to Tensor? --- [Visit Topic](https://discuss.tvm.apache.org/t/rfc-cse-optimization/8

[Apache TVM Discuss] [Announcement] [COMMUNITY] vegaluisjose -> Committer

2020-09-28 Thread Yizhi Liu via Apache TVM Discuss
Please join us to welcome Luis Vega ([@vegaluisjose](https://github.com/vegaluisjose)) as a new Committer. Luis is one of the major authors of Chisel backend in VTA and has been contributing to VTA actively. He has expertise in accelerator design and related compiler techniques. Luis is also a

[Apache TVM Discuss] [Development/RFC] [RFC] Differentiable tensor expression (Create and verify backward op automatically)

2020-09-22 Thread Yizhi Liu via Apache TVM Discuss
[quote="wrongtest, post:3, topic:7960"] If I have some common neural network structure such as resnet50 at hand, can I just use autodiff to get backward computation graph? [/quote] graph-wise I think you can refer to [relay.transform.gradient](https://github.com/apache/incubator-tvm/blob/master