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Summary
Keep the convolutional layers of the VAE decoder in NHWC for efficient convolution.
This PR depends on #6267.
Checklist
sequence of smaller PRs
./bazelw run formatto format my changesAssisted-by:trailer in my commit message or this PR description(see AI Tool Use Policy)