Decompose stablehlo transpose into multiple ttir.transpose ops

[LPanosTT]

The scope of stablehlo.transpose includes general permutation which is equivalent to multiple dimension swaps. These changes to stablehlo -> TTIR conversion allows the decomposition of stablehlo.transpose into however many ttir.transpose ops are required to perform the desired permutation.

[mmanzoorTT]

TTNN is supporting transpose op for higher dimensions with recent tt-metal uplift. PR #1288 uses ttnn.transpose instead of decomposing it to permutation in runtime. May be we should follow the same and lower stablehlo.transpose to ttir.transpose.

[LPanosTT]

TTNN is supporting transpose op for higher dimensions with recent tt-metal uplift. PR #1288 uses ttnn.transpose instead of decomposing it to permutation. May be we should follow the same and lower stablehlo.transpose to ttir.transpose

It looks like they are just making a runtime change to use ttnn::transpose in runtime instead of using a single swap permute.