I'm trying to trace torch.nn.MultiheadAttention with thunder and I'm hitting a AttributeError: The torch language context has no method or attribute is_nested error. Taking a closer look, it's coming from https://github.com/pytorch/pytorch/blob/main/torch/nn/modules/activation.py#L1236-L1238, in which mha needs to check that the input tensors are not nested. If I comment out these lines, the rest of mha actually works fine, and thunder is able to trace and run both fwd_only and with bwd.

Minimal repro:

import torch
import thunder

model = torch.nn.MultiheadAttention(128, 16, device='cuda')
q = torch.randn(100, 128, device='cuda')
k = torch.randn(100, 128, device='cuda')
v = torch.randn(100, 128, device='cuda')
jfunc = thunder.jit(model)
jfunc(q, k, v)