Fix touch sensors under nested vmap - #3574
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sylvesterkaczmarek wants to merge 1 commit into
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Fixes #3209.
Summary
Fix touch-sensor evaluation under nested
jax.vmapby avoiding matrix multiplication in the contact-to-site coordinate transform. JAX's matmul batching rule can reorder nested batch dimensions in this path, producing an invaliddot_generalshape.The replacement uses equivalent elementwise products followed by a reduction over the vector dimension, preserving arbitrary leading batch axes.
A regression test uses the existing touch-sensor fixture under a 2 × 4 nested
vmapand checks that the batched sensor output matches repeated unbatched evaluation.Testing
pytest mjx/mujoco/mjx/_src/sensor_test.py -q→ 11 passedpyink --check --fast mjx/mujoco/mjx/_src/sensor_test.pygit diff --check