1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
|
// RUN: mlir-opt %s
module attributes { transform.with_named_sequence } {
transform.named_sequence @_match_matmul_like(
%entry: !transform.any_op {transform.readonly},
%rank: !transform.param<i64> {transform.readonly})
-> (!transform.any_op, !transform.any_op, !transform.param<i64>,
!transform.type, !transform.type, !transform.type,
!transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>) {
%c1 = transform.param.constant 1 : i64 -> !transform.param<i64>
%c2 = transform.param.constant 2 : i64 -> !transform.param<i64>
%capture:9 = transform.match.structured %entry : (!transform.any_op)
-> (!transform.any_op, !transform.param<i64>, !transform.type, !transform.type, !transform.type,
!transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>) {
^bb0(%struct: !transform.any_op):
%op_rank = transform.match.structured.rank %struct : (!transform.any_op) -> !transform.param<i64>
transform.match.param.cmpi eq %rank, %op_rank : !transform.param<i64>
%dims = transform.match.structured.dim %struct[all] : (!transform.any_op) -> !transform.param<i64>
%n_inputs = transform.match.structured.num_inputs %struct : (!transform.any_op) -> !transform.param<i64>
%n_inits = transform.match.structured.num_inits %struct : (!transform.any_op) -> !transform.param<i64>
transform.match.param.cmpi eq %n_inputs, %c2 : !transform.param<i64>
transform.match.param.cmpi eq %n_inits, %c1 : !transform.param<i64>
%lhs = transform.match.structured.input %struct[0] : (!transform.any_op) -> !transform.any_value
%rhs = transform.match.structured.input %struct[1] : (!transform.any_op) -> !transform.any_value
%res = transform.match.structured.result %struct[0] : (!transform.any_op) -> !transform.any_value
%lhs_type = transform.get_type elemental %lhs : (!transform.any_value) -> !transform.type
%rhs_type = transform.get_type elemental %rhs : (!transform.any_value) -> !transform.type
%res_type = transform.get_type elemental %res : (!transform.any_value) -> !transform.type
%init = transform.match.structured.init %struct[0] : (!transform.any_op) -> !transform.any_op
transform.match.operation_name %init ["linalg.fill"] : !transform.any_op
transform.match.structured.body %struct { contraction = ["arith.mulf", "arith.addf"] } : !transform.any_op
%dim_kinds:4 = transform.match.structured.classify_contraction_dims %struct
: (!transform.any_op) -> (!transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>)
transform.match.structured.yield %init, %dims, %lhs_type, %rhs_type, %res_type, %dim_kinds#0, %dim_kinds#1, %dim_kinds#2, %dim_kinds#3
: !transform.any_op, !transform.param<i64>, !transform.type, !transform.type, !transform.type,
!transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>
}
transform.yield %capture#0, %entry, %capture#1, %capture#2, %capture#3, %capture#4,
%capture#5, %capture#6, %capture#7, %capture#8
: !transform.any_op, !transform.any_op, !transform.param<i64>, !transform.type, !transform.type, !transform.type,
!transform.param<i64>, !transform.param<i64>, !transform.param<i64>, !transform.param<i64>
}
}
|
