[mlir][tosa] Implement dynamic shape support for tosa.max_pool2d lowering (#87538)
The existing lowering for tosa.max_pool2d only supports dynamic dimensions when the dynamic dimension is the batch dimension. This change updates the lowering to support arbitrary dynamic dimensions on the inputs and outputs of the tosa.max_pool2d operation. This change also fixes a bug in the implementation of implicit broadcasting in the tosa-to-linalg pass, which was introducing uses of constant ops that violated dominance requirements.
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