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Posted to dev@tvm.apache.org by Zhao Wu via Apache TVM Discuss <no...@discuss.tvm.ai> on 2020/11/20 10:28:03 UTC

[Apache TVM Discuss] [Development] Dynamic Model Support


I enjoy the reading of https://arxiv.org/abs/2006.03031 which supports dyn model support in the TVM using relay vm. 

However, i want to ask some quick questions:
1. Do we have uploaded completely of Nimble code on the mainstream? Especially about the memory performance issue like this : https://discuss.tvm.apache.org/t/vm-the-performance-degradation-of-vm-runtime-and-dynamic-shape-support-compared-to-graph-runtime/6076/2?u=frozengene. In paper we have described we have memory planning and heterogeneous device placement to solve this.

2. The evaluated platforms contain arm, however it is on cloud. How about embedded platforms? Does VM could be one part of `libtvm_runtime.so` which could be cross compiled using cross compiler?

Thanks for the great work! I like this design solving this problem. 
@haichen @jroesch @zhiics





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[Apache TVM Discuss] [Development] Dynamic Model Support

Posted by Json Lee via Apache TVM Discuss <no...@discuss.tvm.ai>.


Does the `artificial evaluations` of this paper publicly available?





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