[Apache TVM Discuss] [Development] [RFC] Compute graph pipeline with new subgraph executor

2021-05-03 Thread huajsj via Apache TVM Discuss
Hi @comaniac , subgraph executor get renamed into pipeline executor, and the PR now only include pipeline executor and schedule logic, could you help for a review? --- [Visit Topic](https://discuss.tvm.apache.org/t/rfc-compute-graph-pipeline-with-new-subgraph-executor/9839/7) to respond.

[Apache TVM Discuss] [Development] [RFC] Compute graph pipeline with new subgraph executor

2021-04-26 Thread Cody H. Yu via Apache TVM Discuss
Here are my two cents before diving into the detail code review. 1. At the first glance most implementations, including the Relay passes, were done in Python. It would be better to implement them in C++ for better performance. 2. The term and namespace "subgraph" is improper and confusing. 3.

[Apache TVM Discuss] [Development] [RFC] Compute graph pipeline with new subgraph executor

2021-04-26 Thread huajsj via Apache TVM Discuss
@tqchen @comaniac @areusch @tmoreau89 @zhiics @giuseros. --- [Visit Topic](https://discuss.tvm.apache.org/t/rfc-compute-graph-pipeline-with-new-subgraph-executor/9839/2) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click he

[Apache TVM Discuss] [Development/RFC] Compute Graph Pipeline

2021-04-26 Thread huajsj via Apache TVM Discuss
Thanks @comaniac @zhiics @giuseros @JaydeepIMG @JakeStevens for the review and discussion. The compute pipeline runtime/executor PR already get submitted(https://github.com/apache/tvm/pull/7892) , I also propose a new RFC(https://discuss.tvm.apache.org/t/rfc-compute-graph-pipeline-with-new-s

[Apache TVM Discuss] [Development] [RFC] Compute graph pipeline with new subgraph executor

2021-04-26 Thread huajsj via Apache TVM Discuss
>This is a follow up RFC for >https://discuss.tvm.apache.org/t/compute-graph-pipeline/8957 >PR https://github.com/apache/tvm/pull/7892 # **Split relay graph into Subgraph then doing Subgraph Pipeline :RFC** In this RFC, we present a new framework for subgraph pipelining that first split rela