init diffusion

Author: Yun-Fly

include/gc/Transforms/Passes.td

@@ -31,4 +31,26 @@ def ConvertOneDNNGraphToLinalg : Pass<"convert-onednn-graph-to-linalg"> {
   ];
 }
 
+def AnyTilableFusion : Pass<"any-tilable-fusion",
+                                        "func::FuncOp"> {
+  let summary = "Fusion for any tilable operation";
+  let description = [{
+    The pass tries to fuse any MLIR operation which can be tiled, not only for elementiwse op, 
+    but also for reduction or packed operation. Moreover, this pass aims to support:
+      1. Matmul fusion with element-wise/reduce/broadcast ops.
+      2. Pre-op and post-op fusion.
+      3. Multi-consumer and multi-producer support.
+      4. Cost-model to determine whether to fuse or not.
+      5. TBC
+
+    It intends to control the granularity of fusion by `fusion-level`, E.g.
+    * `0`: disable any fusion.
+    * `1`:[Default] enable pre-op fusion + post-op fusion covering any tilable operation including tensor.pack/tensor.fill/linalg.reduce etc but excluding branches with multiple outputs.
+    * `2`: `LEVEL 1` + extend to any topology including branches.
+    * `3`: `LEVEL 2` + support coarse-grained fusion.
+  }];
+  let dependentDialects = ["func::FuncDialect", "linalg::LinalgDialect", "scf::SCFDialect",
+                           "tensor::TensorDialect"];
+}
+
 #endif // GC_DIALECT_GC_PASSES