cooperative-matrix.mlir
8.45 KB
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
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
// RUN: mlir-opt -allow-unregistered-dialect -split-input-file -verify-diagnostics %s | FileCheck %s
// CHECK-LABEL: @cooperative_matrix_load
spv.func @cooperative_matrix_load(%ptr : !spv.ptr<i32, StorageBuffer>, %stride : i32, %b : i1) "None" {
// CHECK: {{%.*}} = spv.CooperativeMatrixLoadNV {{%.*}}, {{%.*}}, {{%.*}} : !spv.ptr<i32, StorageBuffer> as !spv.coopmatrix<16x8xi32, Workgroup>
%0 = spv.CooperativeMatrixLoadNV %ptr, %stride, %b : !spv.ptr<i32, StorageBuffer> as !spv.coopmatrix<16x8xi32, Workgroup>
spv.Return
}
// -----
// CHECK-LABEL: @cooperative_matrix_load_memaccess
spv.func @cooperative_matrix_load_memaccess(%ptr : !spv.ptr<i32, StorageBuffer>, %stride : i32, %b : i1) "None" {
// CHECK: {{%.*}} = spv.CooperativeMatrixLoadNV {{%.*}}, {{%.*}}, {{%.*}} ["Volatile"] : !spv.ptr<i32, StorageBuffer> as !spv.coopmatrix<8x16xi32, Subgroup>
%0 = spv.CooperativeMatrixLoadNV %ptr, %stride, %b ["Volatile"] : !spv.ptr<i32, StorageBuffer> as !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_load_diff_ptr_type
spv.func @cooperative_matrix_load_diff_ptr_type(%ptr : !spv.ptr<vector<4xi32>, StorageBuffer>, %stride : i32, %b : i1) "None" {
// CHECK: {{%.*}} = spv.CooperativeMatrixLoadNV {{%.*}}, {{%.*}}, {{%.*}} ["Volatile"] : !spv.ptr<vector<4xi32>, StorageBuffer> as !spv.coopmatrix<8x16xi32, Subgroup>
%0 = spv.CooperativeMatrixLoadNV %ptr, %stride, %b ["Volatile"] : !spv.ptr<vector<4xi32>, StorageBuffer> as !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_store
spv.func @cooperative_matrix_store(%ptr : !spv.ptr<i32, StorageBuffer>, %stride : i32, %m : !spv.coopmatrix<8x16xi32, Workgroup>, %b : i1) "None" {
// CHECK: spv.CooperativeMatrixStoreNV {{%.*}}, {{%.*}}, {{%.*}} : !spv.ptr<i32, StorageBuffer>, !spv.coopmatrix<8x16xi32, Workgroup>
spv.CooperativeMatrixStoreNV %ptr, %m, %stride, %b : !spv.ptr<i32, StorageBuffer>, !spv.coopmatrix<8x16xi32, Workgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_store_memaccess
spv.func @cooperative_matrix_store_memaccess(%ptr : !spv.ptr<i32, StorageBuffer>, %m : !spv.coopmatrix<8x16xi32, Subgroup>, %stride : i32, %b : i1) "None" {
// CHECK: spv.CooperativeMatrixStoreNV {{%.*}}, {{%.*}}, {{%.*}} ["Volatile"] : !spv.ptr<i32, StorageBuffer>, !spv.coopmatrix<8x16xi32, Subgroup>
spv.CooperativeMatrixStoreNV %ptr, %m, %stride, %b ["Volatile"] : !spv.ptr<i32, StorageBuffer>, !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_length
spv.func @cooperative_matrix_length() -> i32 "None" {
// CHECK: {{%.*}} = spv.CooperativeMatrixLengthNV : !spv.coopmatrix<8x16xi32, Subgroup>
%0 = spv.CooperativeMatrixLengthNV : !spv.coopmatrix<8x16xi32, Subgroup>
spv.ReturnValue %0 : i32
}
// CHECK-LABEL: @cooperative_matrix_muladd
spv.func @cooperative_matrix_muladd(%a : !spv.coopmatrix<8x32xi8, Subgroup>, %b : !spv.coopmatrix<32x8xi8, Subgroup>, %c : !spv.coopmatrix<8x8xi32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.CooperativeMatrixMulAddNV {{%.*}}, {{%.*}}, {{%.*}} : !spv.coopmatrix<8x32xi8, Subgroup>, !spv.coopmatrix<32x8xi8, Subgroup> -> !spv.coopmatrix<8x8xi32, Subgroup>
%r = spv.CooperativeMatrixMulAddNV %a, %b, %c : !spv.coopmatrix<8x32xi8, Subgroup>, !spv.coopmatrix<32x8xi8, Subgroup> -> !spv.coopmatrix<8x8xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_add
spv.func @cooperative_matrix_add(%a : !spv.coopmatrix<8x16xi32, Subgroup>, %b : !spv.coopmatrix<8x16xi32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.IAdd {{%.*}}, {{%.*}} : !spv.coopmatrix<8x16xi32, Subgroup>
%r = spv.IAdd %a, %b : !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_sub
spv.func @cooperative_matrix_sub(%a : !spv.coopmatrix<8x16xi32, Subgroup>, %b : !spv.coopmatrix<8x16xi32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.ISub {{%.*}}, {{%.*}} : !spv.coopmatrix<8x16xi32, Subgroup>
%r = spv.ISub %a, %b : !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_sdiv
spv.func @cooperative_matrix_sdiv(%a : !spv.coopmatrix<8x16xi32, Subgroup>, %b : !spv.coopmatrix<8x16xi32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.SDiv {{%.*}}, {{%.*}} : !spv.coopmatrix<8x16xi32, Subgroup>
%r = spv.SDiv %a, %b : !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_udiv
spv.func @cooperative_matrix_udiv(%a : !spv.coopmatrix<8x16xi32, Subgroup>, %b : !spv.coopmatrix<8x16xi32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.UDiv {{%.*}}, {{%.*}} : !spv.coopmatrix<8x16xi32, Subgroup>
%r = spv.UDiv %a, %b : !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_fadd
spv.func @cooperative_matrix_fadd(%a : !spv.coopmatrix<8x16xf32, Subgroup>, %b : !spv.coopmatrix<8x16xf32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.FAdd {{%.*}}, {{%.*}} : !spv.coopmatrix<8x16xf32, Subgroup>
%r = spv.FAdd %a, %b : !spv.coopmatrix<8x16xf32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_fsub
spv.func @cooperative_matrix_fsub(%a : !spv.coopmatrix<8x16xf32, Subgroup>, %b : !spv.coopmatrix<8x16xf32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.FSub {{%.*}}, {{%.*}} : !spv.coopmatrix<8x16xf32, Subgroup>
%r = spv.FSub %a, %b : !spv.coopmatrix<8x16xf32, Subgroup>
spv.Return
}
// CHECK-LABEL: @cooperative_matrix_fdiv
spv.func @cooperative_matrix_fdiv(%a : !spv.coopmatrix<8x16xf32, Subgroup>, %b : !spv.coopmatrix<8x16xf32, Subgroup>) "None" {
// CHECK: {{%.*}} = spv.FDiv {{%.*}}, {{%.*}} : !spv.coopmatrix<8x16xf32, Subgroup>
%r = spv.FDiv %a, %b : !spv.coopmatrix<8x16xf32, Subgroup>
spv.Return
}
// -----
// CHECK-LABEL: @cooperative_matrix_access_chain
spv.func @cooperative_matrix_access_chain(%a : !spv.ptr<!spv.coopmatrix<8x16xf32, Subgroup>, Function>) -> !spv.ptr<f32, Function> "None" {
%0 = spv.constant 0: i32
// CHECK: {{%.*}} = spv.AccessChain {{%.*}}[{{%.*}}] : !spv.ptr<!spv.coopmatrix<8x16xf32, Subgroup>, Function>, i32
%1 = spv.AccessChain %a[%0] : !spv.ptr<!spv.coopmatrix<8x16xf32, Subgroup>, Function>, i32
spv.ReturnValue %1 : !spv.ptr<f32, Function>
}
// -----
spv.func @cooperative_matrix_muladd(%a : !spv.coopmatrix<16x16xi32, Subgroup>, %b : !spv.coopmatrix<16x8xi32, Subgroup>, %c : !spv.coopmatrix<8x8xi32, Subgroup>) "None" {
// expected-error @+1 {{'spv.CooperativeMatrixMulAddNV' op matrix size must match}}
%r = spv.CooperativeMatrixMulAddNV %a, %b, %c : !spv.coopmatrix<16x16xi32, Subgroup>, !spv.coopmatrix<16x8xi32, Subgroup> -> !spv.coopmatrix<8x8xi32, Subgroup>
spv.Return
}
// -----
spv.func @cooperative_matrix_muladd(%a : !spv.coopmatrix<8x16xi32, Subgroup>, %b : !spv.coopmatrix<8x8xi32, Subgroup>, %c : !spv.coopmatrix<8x8xi32, Subgroup>) "None" {
// expected-error @+1 {{'spv.CooperativeMatrixMulAddNV' op matrix size must match}}
%r = spv.CooperativeMatrixMulAddNV %a, %b, %c : !spv.coopmatrix<8x16xi32, Subgroup>, !spv.coopmatrix<8x8xi32, Subgroup> -> !spv.coopmatrix<8x8xi32, Subgroup>
spv.Return
}
// -----
spv.func @cooperative_matrix_muladd(%a : !spv.coopmatrix<8x16xi32, Subgroup>, %b : !spv.coopmatrix<16x8xi32, Workgroup>, %c : !spv.coopmatrix<8x8xi32, Subgroup>) "None" {
// expected-error @+1 {{'spv.CooperativeMatrixMulAddNV' op matrix scope must match}}
%r = spv.CooperativeMatrixMulAddNV %a, %b, %c : !spv.coopmatrix<8x16xi32, Subgroup>, !spv.coopmatrix<16x8xi32, Workgroup> -> !spv.coopmatrix<8x8xi32, Subgroup>
spv.Return
}
// -----
spv.func @cooperative_matrix_muladd(%a : !spv.coopmatrix<8x16xf32, Subgroup>, %b : !spv.coopmatrix<16x8xi32, Subgroup>, %c : !spv.coopmatrix<8x8xi32, Subgroup>) "None" {
// expected-error @+1 {{matrix element type must match}}
%r = spv.CooperativeMatrixMulAddNV %a, %b, %c : !spv.coopmatrix<8x16xf32, Subgroup>, !spv.coopmatrix<16x8xi32, Subgroup> -> !spv.coopmatrix<8x8xi32, Subgroup>
spv.Return
}
// -----
spv.func @cooperative_matrix_load_memaccess(%ptr : !spv.ptr<!spv.struct<f32 [0]>, StorageBuffer>, %stride : i32, %b : i1) "None" {
// expected-error @+1 {{Pointer must point to a scalar or vector type}}
%0 = spv.CooperativeMatrixLoadNV %ptr, %stride, %b : !spv.ptr<!spv.struct<f32 [0]>, StorageBuffer> as !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}
// -----
spv.func @cooperative_matrix_load_memaccess(%ptr : !spv.ptr<i32, Function>, %stride : i32, %b : i1) "None" {
// expected-error @+1 {{Pointer storage class must be Workgroup, StorageBuffer or PhysicalStorageBufferEXT}}
%0 = spv.CooperativeMatrixLoadNV %ptr, %stride, %b : !spv.ptr<i32, Function> as !spv.coopmatrix<8x16xi32, Subgroup>
spv.Return
}