Ok, I was able to reproduce the issue. It seems supporting aten::lstm is complicated and I’m not an expert on LSTM. I created an issue https://github.com/apache/incubator-tvm/issues/6474 to ask for a help.
For now, I recommend exporting the model to ONNX, and use our ONNX frontend, since it has support for ONNX LSTM op.