Use f32 scratch for output so we only need to transfer output with desired dtype back to HBM. #8924
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| cc: @bythew3i |
| the CI failure seems legit. Taking a look. |
| Thanks for the review! Let me wait for the TPU CI. |
| GPU CI failure is irrelevant to this PR. |
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Make the kernel code in-sync by migrating jax-ml/jax@b719ac0.