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Support of CuDNN8 #7000

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Support of CuDNN8 #7000

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Commits on Apr 20, 2021

  1. Support of CuDNN8: 

    - switch to cudnnFind* API instead of cudnnGet* that was removed in 8
- fixed cudnn version search
- search of the alogrithms happens only in case shape really changed
    @artyom-beilis
    artyom-beilis committed Apr 20, 2021
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Commits on Sep 13, 2021

  1. Fixed aligmnet issues for workspace

    @artyom-beilis
    artyom-beilis committed Sep 13, 2021
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Commits on Nov 2, 2021

  1. Fixed reshape. On Pascal same algorithm does not work for smaller bat… 

    …ch, so

switched to cudnnGet*_v7 API instead of much heavier cudnnFind and
query optimal algorithm on _any_ reshape - not ignoring batch size reduction
    @artyom-beilis
    artyom-beilis committed Nov 2, 2021
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