When compiling models containing torch_scatter.scatter_max operations with torch.compile, Dynamo fails during FX graph tracing due to a fake tensor allocation error.

Describe the bug When using jnp.take_along_axis inside a JIT-compiled loss function and computing gradients via jax.grad, the backward pass triggers a stablehlo.scatter operation. This is due to how ...