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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/02/19 03:37:04 UTC

[GitHub] [tvm] monklof commented on issue #7434: [ROADMAP] TVM v0.8 Roadmap

monklof commented on issue #7434:
URL: https://github.com/apache/tvm/issues/7434#issuecomment-781792846


   Mentioned in https://discuss.tvm.apache.org/t/guideline-relay-aot/5977
   
   We would like to see the “Fully Featured Relay AOT” feature in V0.8
   
   > Is there any plan on the “Fully Featured Relay AOT” Compiler?
   > 
   > We have a dynamic-shaped model, which is memory-intensive (the execution time of a single operator is short), the vm’s approach is hard to meet our performance requirements, the overhead is too large compared to the operators execution time.
   > 
   > So, we want a solution to minimize the overhead introduced by the extra code related to shape calculation and memory management.
   > 
   > AOT solution sounds like a good choice, since we can inline the computation related to shape calculation and eliminate the overhead related to interact with the VM.


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