[onert-micro] TODO list for Sep Release

[chunseoklee]

I will prepare onert-2.0 release by Sep. But, internal audit process takes several weeks after code freeze. Thus, we need to complete the following feature by Aug.

• [ ] training GRU op : https://github.com/Samsung/ONE/issues/13365#issuecomment-2277230083
• [ ] Extend quantized operation coverage : https://github.com/Samsung/ONE/issues/13207#issuecomment-2173015866
  • cmsis_nn supports 10 NN operations. onert-micro already accelereate 8 operations by cmsis_nn. SVDF and ~~LSTM~~ is the only operation remains to add.
    • [x] hope https://github.com/Samsung/ONE/pull/13681 will cover two cmsis_nn ops
    • [x] SVDF #13719
  • 20 quantized ops
    • AFIU, the following ops already support S8 type, but some of them does not provide unittest.
      • [x] FullyConnected S8
      • [x] FullyConnected S16
      • [x] Logistic S8 : #13688
      • [x] StridedSlice : #13726
      • [x] Add
      • [x] Softmax.cpp
      • [x] Mul
      • [x] Gather : #13710
      • [x] Relu : #13681
      • [x] Relu6 : #13681
      • [x] Less : #13715
      • [x] Pack : #13691
      • [x] Unpack ( QUANT caller part is missing) : #13692
      • [ ] ~~L2Pool2D~~(NYI)
      • [x] Conv2D
      • [x] DepthwiseConv2D
      • [x] Concatenation : #13683
      • [x] AveragePool2D
      • [x] MaxPool2D
      • [x] Sub ( QUANT caller part is missing) : https://github.com/Samsung/ONE/pull/13682
      • [x] SpaceToDepth : #13696
      • [ ] SVDF (quant part missing)
      • [x] Reshape : #13701