[Apache TVM Discuss] [Development/RFC] [RFC] TensorIR: A schedulable IR for TVM

2020-09-10 Thread Daniel Mu via Apache TVM Discuss
Great work! I believe this will make "scheduling" more flexible and intuitive! However, will this increase the coupling between the schedule and the lower pass, which may lead to an increase in the complexity of the lower pass? By the way, I'm also looking forward to know how to auto-schedule

[Apache TVM Discuss] [Development/RFC] [RFC] TensorIR: A schedulable IR for TVM

2020-09-10 Thread Daniel Mu via Apache TVM Discuss
Well-received with thanks! --- [Visit Topic](https://discuss.tvm.apache.org/t/rfc-tensorir-a-schedulable-ir-for-tvm/7872/7) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsub

[Apache TVM Discuss] [Development/RFC] [DISCUSS] TVM v0.8 Roadmap

2020-10-28 Thread Daniel Mu via Apache TVM Discuss
Looking forward to ansor/auto schedule! Perhaps more polyhedron models work as well? --- [Visit Topic](https://discuss.tvm.apache.org/t/discuss-tvm-v0-8-roadmap/8139/9) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click her

[Apache TVM Discuss] [Development/RFC] [Guideline] Relay AOT

2020-11-17 Thread Daniel Mu via Apache TVM Discuss
> **P1: Relay -> TIR::Function -> runtime.Module** > > As an alternative approach, we can first lower the relay function into a > TIR::Function that corresponds to the low-level actions taken by the runtime. Sounds great! BTW, does it mean the operators in the graph or sub-graph will be descr

[Apache TVM Discuss] [Development/RFC] [Guideline] Relay AOT

2020-11-19 Thread Daniel Mu via Apache TVM Discuss
Thanks @areusch for reply! However, my maily question is that how do we express the op, like conv, in a subgraph. Still TE with python API or other C++ expression? I mainly focus on the expression of the operators like conv, which programming in python by compute(some placeholder and lambda)

[Apache TVM Discuss] [Development/RFC] [Guideline] Relay AOT

2020-11-19 Thread Daniel Mu via Apache TVM Discuss
Ah, I realize that I got it wrong before. Graph AOT compiler will not affect the operator's programming model. But I still hope you @areusch could help me confirm whether my current thinking is correct. Thanks a lot! --- [Visit Topic](https://discuss.tvm.apache.org/t/guideline-relay-aot

[Apache TVM Discuss] [Development/RFC] [Guideline] Relay AOT

2020-11-19 Thread Daniel Mu via Apache TVM Discuss
Thanks a lot! @areusch --- [Visit Topic](https://discuss.tvm.apache.org/t/guideline-relay-aot/5977/11) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/b1128321225e9ec