[GitHub] [incubator-mxnet] barry-jin opened a new issue #20096: [FFI] Tracking Numpy_extension operators packedfunc based API coverage.

[GitBox <gi...@apache.org>]

barry-jin opened a new issue #20096:
URL: https://github.com/apache/incubator-mxnet/issues/20096


   ## Description
   Adopting packedfunc on some frequently used numpy extension operators, like fully_connected, activation, to reduce invocation overhead. Most of the operators that do not require parameter inputs are covered by [_np_imperative_invoke](https://github.com/apache/incubator-mxnet/pull/20006/files#diff-1b31fd3532882cfdf684380586cdbf8cd2966441354ced2e3b8941adf7e66b93R115) in #20006. The rests are in the following checklist. 
   
   ## checklist: 
   ### Implemented
   #20087 
   - [x] fully_connected
   - [x] activation
   - [x] batch_norm
   - [x] softmax(softmax, log_softmax, masked_softmax, masked_log_softmax)
   ### Not Implemented
   - [ ] pick
   - [ ] convolution
   - [ ] deconvolution
   - [ ] pooling
   - [ ] roipooling
   - [ ] batch_flatten
   - [ ] dropout
   - [ ] one_hot
   - [ ] rnn
   - [ ] embedding
   - [ ] sequence_mask
   - [ ] topk
   - [ ] layer_norm
   - [ ] leaky_relu
   
   


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