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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2019/10/02 21:21:52 UTC
[GitHub] [incubator-mxnet] ptrendx edited a comment on issue #15589:
[Discussion] 1.6.0 Roadmap
ptrendx edited a comment on issue #15589: [Discussion] 1.6.0 Roadmap
URL: https://github.com/apache/incubator-mxnet/issues/15589#issuecomment-526373840
We have multiple improvements to BERT inference and training speed that we would like to be part of 1.6 release:
- [x] Softmax optimizations (#15545 )
- [ ] Pointwise fusion for GPU (#15167 )
- [ ] Eliminate common expressions (#15657 )
- [x] Bias speed improvements (#16039 )
- [ ] Aggregated AdamW optimizer (not yet PR'ed)
- [ ] Aggregated zeroing of the gradients (not yet PR'ed)
- [x] Aggregated sum of squares operator (also used in LARS, #16122)
- [ ] Embedding gradient optimization (#16355)
- [ ] Faster multihead attention operator (not yet PR'ed)
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