mk-61 opened a new pull request #20635:
URL: https://github.com/apache/incubator-mxnet/pull/20635


   ## Description ##
   This change ports Convolution and Deconvolution operations to cuDNN v8 API.
   Legacy API support is dropped, as per this RFC: 
https://github.com/apache/incubator-mxnet/issues/20618.
   
   The change also includes some cuDNN v8 API general support stuff, to be 
re-used later when more operations are ported to the v8 API.
   
   Finally, auto-tuning functionality is moved from cuDNN into MXNet, hence 
some memory management changes were required.
   
   ## Checklist ##
   ### Essentials ###
   - [X] Changes are complete (i.e. I finished coding on this PR)
   - [X] All changes have test coverage
   - [X] Code is well-documented
   
   


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