mlir/test/Dialect/SPIRV/IR/cooperative-matrix-ops.mlir

// 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
}