[Relax][PyTorch] Fix AssertionError: Unsupported function types randn.default#18396
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cchung100m wants to merge 1 commit intoapache:mainfrom
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[Relax][PyTorch] Fix AssertionError: Unsupported function types randn.default#18396cchung100m wants to merge 1 commit intoapache:mainfrom
randn.default#18396cchung100m wants to merge 1 commit intoapache:mainfrom
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tlopex
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Jan 4, 2026
| dtype = self._convert_data_type( | ||
| node.kwargs.get("dtype", torch.get_default_dtype()), self.env | ||
| ) | ||
| return self.block_builder.emit(relax.op.zeros(node.args[0], dtype)) |
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Could you add a TODO note here indicates that we still need to implement it properly?
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I don't know if we really need a temp support for rand. As we added custom op converter in #18544 , users can now define randn conveter in their codebase instead of editing the tvm torch frontend files. |
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This PR is trying to fix issues #18362.
Solution:
For now, return zeros with the correct shape since random initialization randn is mainly used during training, not inference. This is a temporary solution until Relax adds proper random number generation support.
Future Enhancement:
A proper implementation would require adding:
relax.op.random_normal(shape, mean=0, std=1, dtype, seed)operator