[GitHub] [incubator-mxnet] larroy commented on issue #15465: [RFC] Integrate TVM into Apache MXNet
larroy commented on issue #15465: [RFC] Integrate TVM into Apache MXNet URL: https://github.com/apache/incubator-mxnet/issues/15465#issuecomment-511972963 Would it be possible to keep it decoupled, say the infrastructure to load the tvm operator is included in MXNet but we don't need to couple with LLVM and TVM, (even though we are using it through NNVM). I think irrespective of the technical merit and benefits of TVM which are undeniable, less coupling makes software easier to maintain. @samskalicky knows more about Accelerator APIs. This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] [incubator-mxnet] larroy commented on issue #15465: [RFC] Integrate TVM into Apache MXNet
larroy commented on issue #15465: [RFC] Integrate TVM into Apache MXNet URL: https://github.com/apache/incubator-mxnet/issues/15465#issuecomment-510999368 Could we add more information on how will it impact the build systems and dependencies? While integrating TVM is exciting, I think is fair to gauge the increase of complexity, build and release implications. Would it be possible to load operators compiled with TVM dynamically? This would open a path to modularize MXNet and reduce the library size / target inference only version in a more streamlined way than with amalgamation hacks. This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
[GitHub] [incubator-mxnet] larroy commented on issue #15465: [RFC] Integrate TVM into Apache MXNet
larroy commented on issue #15465: [RFC] Integrate TVM into Apache MXNet URL: https://github.com/apache/incubator-mxnet/issues/15465#issuecomment-510688231 Can it fuse different operators in the graph? I think this would be badly needed for us. This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
