[XLA:CPU] Swap order of dimensions in 1D convolution.
[XLA:CPU] Swap order of dimensions in 1D convolution.

The Eigen kernel appears significantly faster when the dummy size 1 dimension is the first dimension instead of the second dimension.

See benchmarks in: https://github.com/google/jax/discussions/7961

PiperOrigin-RevId: 398007491
Change-Id: I11ca258abba95ac20d063156b997f1641d5fc51b

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