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1// RUN: mlir-opt %s2 3module attributes { transform.with_named_sequence } {4 transform.named_sequence @_match_matmul_like(5 %entry: !transform.any_op {transform.readonly},6 %rank: !transform.param<i64> {transform.readonly})7 -> (!transform.any_op, !transform.any_op, !transform.param<i64>,8 !transform.type, !transform.type, !transform.type,9 !transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>) {10 %c1 = transform.param.constant 1 : i64 -> !transform.param<i64>11 %c2 = transform.param.constant 2 : i64 -> !transform.param<i64>12 %capture:9 = transform.match.structured %entry : (!transform.any_op)13 -> (!transform.any_op, !transform.param<i64>, !transform.type, !transform.type, !transform.type,14 !transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>) {15 ^bb0(%struct: !transform.any_op):16 %op_rank = transform.match.structured.rank %struct : (!transform.any_op) -> !transform.param<i64>17 transform.match.param.cmpi eq %rank, %op_rank : !transform.param<i64>18 %dims = transform.match.structured.dim %struct[all] : (!transform.any_op) -> !transform.param<i64>19 20 %n_inputs = transform.match.structured.num_inputs %struct : (!transform.any_op) -> !transform.param<i64>21 %n_inits = transform.match.structured.num_inits %struct : (!transform.any_op) -> !transform.param<i64>22 transform.match.param.cmpi eq %n_inputs, %c2 : !transform.param<i64>23 transform.match.param.cmpi eq %n_inits, %c1 : !transform.param<i64>24 25 %lhs = transform.match.structured.input %struct[0] : (!transform.any_op) -> !transform.any_value26 %rhs = transform.match.structured.input %struct[1] : (!transform.any_op) -> !transform.any_value27 %res = transform.match.structured.result %struct[0] : (!transform.any_op) -> !transform.any_value28 %lhs_type = transform.get_type elemental %lhs : (!transform.any_value) -> !transform.type29 %rhs_type = transform.get_type elemental %rhs : (!transform.any_value) -> !transform.type30 %res_type = transform.get_type elemental %res : (!transform.any_value) -> !transform.type31 32 %init = transform.match.structured.init %struct[0] : (!transform.any_op) -> !transform.any_op33 transform.match.operation_name %init ["linalg.fill"] : !transform.any_op34 35 transform.match.structured.body %struct { contraction = ["arith.mulf", "arith.addf"] } : !transform.any_op36 %dim_kinds:4 = transform.match.structured.classify_contraction_dims %struct37 : (!transform.any_op) -> (!transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>)38 39 transform.match.structured.yield %init, %dims, %lhs_type, %rhs_type, %res_type, %dim_kinds#0, %dim_kinds#1, %dim_kinds#2, %dim_kinds#340 : !transform.any_op, !transform.param<i64>, !transform.type, !transform.type, !transform.type,41 !transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>42 }43 transform.yield %capture#0, %entry, %capture#1, %capture#2, %capture#3, %capture#4, 44 %capture#5, %capture#6, %capture#7, %capture#845 : !transform.any_op, !transform.any_op, !transform.param<i64>, !transform.type, !transform.type, !transform.type,46 !transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>47 }48}49