[Triton-MLIR] Replace triton.extract_slice with tensor.extract_slice and support more general tensor slicing (#837)
## Features - Allow taking a block of tensor slice, as long as each dimension is contiguous (unit stride). - Fix some problems in `insert_slice_async`'s semantic. - More general verification for ops that return shared layout encoding. ## Known Limitations - `insert_slice_async` still uses the old semantic. May submit another PR later to support similar semantic like `tensor.extract_slice`. - No encoding verification for `tensor.extract_slice`. - 3d tensor ops are broken. - Strided accesses are not allowed. - May cause a little performance slowdown since we are passing strides as values but not constants (e.g., int). It would be difficult to pass strides as attributes when we have control flows. A block argument is possible to accept tensors with different strides.
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@@ -66,4 +66,4 @@ mlir::LogicalResult mlir::OpTrait::impl::verifyTensorSize(Operation *op) {
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}
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}
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return success();
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}
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}
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