LudovicoYIN commented on PR #19633:
URL: https://github.com/apache/tvm/pull/19633#issuecomment-4570990114

   Thanks for the detailed review. I updated both converters to address the 
semantic issues you pointed out.
   
   1. For LSTM, the fused activation is now applied on the cell-state path 
before the output-gate multiply, and unsupported peephole/projection/layer-norm 
variants now raise OpNotImplemented instead of being ignored.
   
   2. For SVDF, I fixed the modeling to separate rank from memory_size, produce 
[batch, num_units] with num_units = num_filters / rank, and update the FIFO 
state correctly before subsequent uses.
   
   I also strengthened the tests with LSTM NONE/TANH structural checks, an 
unsupported-mode rejection test, an SVDF shape/modeling test with rank > 1 and 
memory_size != rank, and a shared-state SVDF regression test covering two 
consecutive ops.


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