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Summary:

This PR adds backward pass to the existing GEGLU kernel implementation.

Benchmark:

=================================================================
Benchmark Results
=================================================================
Implementation       Time (ms)    Speedup        
-----------------------------------------------------------------
helion_autograd      0.3720       1.79x          
torch                0.6667       1.00x (ref)    
=================================================================

✓ GEGLU kernel shape (8, 4096, 8192) passed

@meta-cla meta-cla bot added the CLA Signed This label is managed by the Meta Open Source bot. label Nov 3, 2025
@jansel jansel merged commit 5aad251 into pytorch:main Nov 4, 2025
14 checks passed
tianrengao pushed a commit that referenced this pull request Nov 5, 2025
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