[BatchNorm] Use operation expander to rewrite a batch norm training op.
- Introdue an operation expander pass which rewrites HLO into smaller ones. - Support batch norm training rewriting in operation expander. - Add an option in JF compiler to use operation expander to rewrite batch norm training. RELNOTES: n/a PiperOrigin-RevId: 161832778
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