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[mlir][vector] Add alignment attribute to vector operations. #152507

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91 changes: 87 additions & 4 deletions mlir/include/mlir/Dialect/Vector/IR/VectorOps.td
Original file line number Diff line number Diff line change
Expand Up @@ -2054,7 +2054,9 @@ def Vector_GatherOp :
Variadic<Index>:$indices,
VectorOfNonZeroRankOf<[AnyInteger, Index]>:$index_vec,
VectorOfNonZeroRankOf<[I1]>:$mask,
AnyVectorOfNonZeroRank:$pass_thru)>,
AnyVectorOfNonZeroRank:$pass_thru,
ConfinedAttr<OptionalAttr<I64Attr>,
[AllAttrOf<[IntPositive, IntPowerOf2]>]>:$alignment)>,
Results<(outs AnyVectorOfNonZeroRank:$result)> {

let summary = [{
Expand Down Expand Up @@ -2085,6 +2087,12 @@ def Vector_GatherOp :
during progressively lowering to bring other memory operations closer to
hardware ISA support for a gather.

An optional `alignment` attribute allows to specify the byte alignment of the
scatter operation. It must be a positive power of 2. The operation must access
memory at an address aligned to this boundary. Violations may lead to
architecture-specific faults or performance penalties.
A value of 0 indicates no specific alignment requirement.

Examples:

```mlir
Expand All @@ -2111,6 +2119,20 @@ def Vector_GatherOp :
"`into` type($result)";
let hasCanonicalizer = 1;
let hasVerifier = 1;

let builders = [
OpBuilder<(ins "VectorType":$resultType,
"Value":$base,
"ValueRange":$indices,
"Value":$index_vec,
"Value":$mask,
"Value":$passthrough,
CArg<"llvm::MaybeAlign", "llvm::MaybeAlign()">:$alignment), [{
return build($_builder, $_state, resultType, base, indices, index_vec, mask, passthrough,
alignment.has_value() ? $_builder.getI64IntegerAttr(alignment->value()) :
nullptr);
}]>
];
}

def Vector_ScatterOp :
Expand All @@ -2119,7 +2141,9 @@ def Vector_ScatterOp :
Variadic<Index>:$indices,
VectorOfNonZeroRankOf<[AnyInteger, Index]>:$index_vec,
VectorOfNonZeroRankOf<[I1]>:$mask,
AnyVectorOfNonZeroRank:$valueToStore)> {
AnyVectorOfNonZeroRank:$valueToStore,
ConfinedAttr<OptionalAttr<I64Attr>,
[AllAttrOf<[IntPositive, IntPowerOf2]>]>:$alignment)> {

let summary = [{
scatters elements from a vector into memory as defined by an index vector
Expand Down Expand Up @@ -2153,6 +2177,12 @@ def Vector_ScatterOp :
correspond to those of the `llvm.masked.scatter`
[intrinsic](https://llvm.org/docs/LangRef.html#llvm-masked-scatter-intrinsics).

An optional `alignment` attribute allows to specify the byte alignment of the
scatter operation. It must be a positive power of 2. The operation must access
memory at an address aligned to this boundary. Violations may lead to
architecture-specific faults or performance penalties.
A value of 0 indicates no specific alignment requirement.

Examples:

```mlir
Expand All @@ -2177,14 +2207,29 @@ def Vector_ScatterOp :
"type($index_vec) `,` type($mask) `,` type($valueToStore)";
let hasCanonicalizer = 1;
let hasVerifier = 1;

let builders = [
OpBuilder<(ins "Value":$base,
"ValueRange":$indices,
"Value":$index_vec,
"Value":$mask,
"Value":$valueToStore,
CArg<"llvm::MaybeAlign", "llvm::MaybeAlign()">: $alignment), [{
return build($_builder, $_state, base, indices, index_vec, mask, valueToStore,
alignment.has_value() ? $_builder.getI64IntegerAttr(alignment->value()) :
nullptr);
}]>
];
}

def Vector_ExpandLoadOp :
Vector_Op<"expandload">,
Arguments<(ins Arg<AnyMemRef, "", [MemRead]>:$base,
Variadic<Index>:$indices,
FixedVectorOfNonZeroRankOf<[I1]>:$mask,
AnyVectorOfNonZeroRank:$pass_thru)>,
AnyVectorOfNonZeroRank:$pass_thru,
ConfinedAttr<OptionalAttr<I64Attr>,
[AllAttrOf<[IntPositive, IntPowerOf2]>]>:$alignment)>,
Results<(outs AnyVectorOfNonZeroRank:$result)> {

let summary = "reads elements from memory and spreads them into a vector as defined by a mask";
Expand Down Expand Up @@ -2216,6 +2261,12 @@ def Vector_ExpandLoadOp :
correspond to those of the `llvm.masked.expandload`
[intrinsic](https://llvm.org/docs/LangRef.html#llvm-masked-expandload-intrinsics).

An optional `alignment` attribute allows to specify the byte alignment of the
load operation. It must be a positive power of 2. The operation must access
memory at an address aligned to this boundary. Violations may lead to
architecture-specific faults or performance penalties.
A value of 0 indicates no specific alignment requirement.

Note, at the moment this Op is only available for fixed-width vectors.

Examples:
Expand Down Expand Up @@ -2246,14 +2297,29 @@ def Vector_ExpandLoadOp :
"type($base) `,` type($mask) `,` type($pass_thru) `into` type($result)";
let hasCanonicalizer = 1;
let hasVerifier = 1;

let builders = [
OpBuilder<(ins "VectorType":$resultType,
"Value":$base,
"ValueRange":$indices,
"Value":$mask,
"Value":$passthrough,
CArg<"llvm::MaybeAlign", "llvm::MaybeAlign()">:$alignment), [{
return build($_builder, $_state, resultType, base, indices, mask, passthrough,
alignment.has_value() ? $_builder.getI64IntegerAttr(alignment->value()) :
nullptr);
}]>
];
}

def Vector_CompressStoreOp :
Vector_Op<"compressstore">,
Arguments<(ins Arg<AnyMemRef, "", [MemWrite]>:$base,
Variadic<Index>:$indices,
FixedVectorOfNonZeroRankOf<[I1]>:$mask,
AnyVectorOfNonZeroRank:$valueToStore)> {
AnyVectorOfNonZeroRank:$valueToStore,
ConfinedAttr<OptionalAttr<I64Attr>,
[AllAttrOf<[IntPositive, IntPowerOf2]>]>:$alignment)> {

let summary = "writes elements selectively from a vector as defined by a mask";

Expand Down Expand Up @@ -2284,6 +2350,12 @@ def Vector_CompressStoreOp :
correspond to those of the `llvm.masked.compressstore`
[intrinsic](https://llvm.org/docs/LangRef.html#llvm-masked-compressstore-intrinsics).

An optional `alignment` attribute allows to specify the byte alignment of the
store operation. It must be a positive power of 2. The operation must access
memory at an address aligned to this boundary. Violations may lead to
architecture-specific faults or performance penalties.
A value of 0 indicates no specific alignment requirement.

Note, at the moment this Op is only available for fixed-width vectors.

Examples:
Expand Down Expand Up @@ -2312,6 +2384,17 @@ def Vector_CompressStoreOp :
"type($base) `,` type($mask) `,` type($valueToStore)";
let hasCanonicalizer = 1;
let hasVerifier = 1;
let builders = [
OpBuilder<(ins "Value":$base,
"ValueRange":$indices,
"Value":$mask,
"Value":$valueToStore,
CArg<"llvm::MaybeAlign", "llvm::MaybeAlign()">:$alignment), [{
return build($_builder, $_state, base, indices, valueToStore, mask,
alignment.has_value() ? $_builder.getI64IntegerAttr(alignment->value()) :
nullptr);
}]>
];
}

def Vector_ShapeCastOp :
Expand Down
76 changes: 70 additions & 6 deletions mlir/test/Dialect/Vector/invalid.mlir
Original file line number Diff line number Diff line change
Expand Up @@ -1317,7 +1317,7 @@ func.func @maskedload_negative_alignment(%base: memref<4xi32>, %mask: vector<32x

// -----

func.func @maskedload_nonpoweroftwo_alignment(%base: memref<4xi32>, %mask: vector<32xi1>, %pass: vector<1xi32>, %index: index) {
func.func @maskedload_non_power_of_2_alignment(%base: memref<4xi32>, %mask: vector<32xi1>, %pass: vector<1xi32>, %index: index) {
// expected-error@below {{'vector.maskedload' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
%val = vector.maskedload %base[%index], %mask, %pass { alignment = 3 } : memref<4xi32>, vector<32xi1>, vector<1xi32> into vector<1xi32>
return
Expand Down Expand Up @@ -1368,7 +1368,7 @@ func.func @maskedstore_negative_alignment(%base: memref<4xi32>, %mask: vector<32

// -----

func.func @maskedstore_nonpoweroftwo_alignment(%base: memref<4xi32>, %mask: vector<32xi1>, %value: vector<1xi32>, %index: index) {
func.func @maskedstore_non_power_of_2_alignment(%base: memref<4xi32>, %mask: vector<32xi1>, %value: vector<1xi32>, %index: index) {
// expected-error@below {{'vector.maskedstore' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
vector.maskedstore %base[%index], %mask, %value { alignment = 3 } : memref<4xi32>, vector<32xi1>, vector<1xi32> into vector<1xi32>
return
Expand Down Expand Up @@ -1470,6 +1470,24 @@ func.func @gather_pass_thru_type_mismatch(%base: memref<?xf32>, %indices: vector

// -----

func.func @gather_negative_alignment(%base: memref<16xf32>, %indices: vector<16xi32>,
%mask: vector<16xi1>, %pass_thru: vector<16xf32>, %c0 : index) {
// expected-error@+2 {{'vector.gather' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
%0 = vector.gather %base[%c0][%indices], %mask, %pass_thru
{ alignment = -1 } : memref<16xf32>, vector<16xi32>, vector<16xi1>, vector<16xf32> into vector<16xf32>
}

// -----

func.func @gather_non_power_of_two_alignment(%base: memref<16xf32>, %indices: vector<16xi32>,
%mask: vector<16xi1>, %pass_thru: vector<16xf32>, %c0 : index) {
// expected-error@+2 {{'vector.gather' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
%0 = vector.gather %base[%c0][%indices], %mask, %pass_thru
{ alignment = 3 } : memref<16xf32>, vector<16xi32>, vector<16xi1>, vector<16xf32> into vector<16xf32>
}

// -----

func.func @scatter_to_vector(%base: vector<16xf32>, %indices: vector<16xi32>,
%mask: vector<16xi1>, %pass_thru: vector<16xf32>) {
%c0 = arith.constant 0 : index
Expand Down Expand Up @@ -1531,6 +1549,24 @@ func.func @scatter_dim_mask_mismatch(%base: memref<?xf32>, %indices: vector<16xi

// -----

func.func @scatter_negative_alignment(%base: memref<?xf32>, %indices: vector<16xi32>,
%mask: vector<16xi1>, %value: vector<16xf32>, %c0: index) {
// expected-error@+1 {{'vector.scatter' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
vector.scatter %base[%c0][%indices], %mask, %value { alignment = -1 }
: memref<?xf32>, vector<16xi32>, vector<16xi1>, vector<16xf32>
}

// -----

func.func @scatter_non_power_of_2_alignment(%base: memref<?xf32>, %indices: vector<16xi32>,
%mask: vector<16xi1>, %value: vector<16xf32>, %c0: index) {
// expected-error@+1 {{'vector.scatter' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
vector.scatter %base[%c0][%indices], %mask, %value { alignment = 3 }
: memref<?xf32>, vector<16xi32>, vector<16xi1>, vector<16xf32>
}

// -----

func.func @expand_base_type_mismatch(%base: memref<?xf64>, %mask: vector<16xi1>, %pass_thru: vector<16xf32>) {
%c0 = arith.constant 0 : index
// expected-error@+1 {{'vector.expandload' op base and result element type should match}}
Expand Down Expand Up @@ -1571,6 +1607,20 @@ func.func @expand_memref_mismatch(%base: memref<?x?xf32>, %mask: vector<16xi1>,

// -----

func.func @expand_negative_alignment(%base: memref<?xf32>, %mask: vector<16xi1>, %pass_thru: vector<16xf32>, %c0: index) {
// expected-error@+1 {{'vector.expandload' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
%0 = vector.expandload %base[%c0], %mask, %pass_thru { alignment = -1 } : memref<?xf32>, vector<16xi1>, vector<16xf32> into vector<16xf32>
}

// -----

func.func @expand_non_power_of_2_alignment(%base: memref<?xf32>, %mask: vector<16xi1>, %pass_thru: vector<16xf32>, %c0: index) {
// expected-error@+1 {{'vector.expandload' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
%0 = vector.expandload %base[%c0], %mask, %pass_thru { alignment = 3 } : memref<?xf32>, vector<16xi1>, vector<16xf32> into vector<16xf32>
}

// -----

func.func @compress_base_type_mismatch(%base: memref<?xf64>, %mask: vector<16xi1>, %value: vector<16xf32>) {
%c0 = arith.constant 0 : index
// expected-error@+1 {{'vector.compressstore' op base and valueToStore element type should match}}
Expand Down Expand Up @@ -1603,6 +1653,20 @@ func.func @compress_memref_mismatch(%base: memref<?x?xf32>, %mask: vector<16xi1>

// -----

func.func @compress_negative_alignment(%base: memref<?xf32>, %mask: vector<16xi1>, %value: vector<16xf32>, %c0: index) {
// expected-error @below {{'vector.compressstore' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
vector.compressstore %base[%c0], %mask, %value { alignment = -1 } : memref<?xf32>, vector<16xi1>, vector<16xf32>
}

// -----

func.func @compress_non_power_of_2_alignment(%base: memref<?xf32>, %mask: vector<16xi1>, %value: vector<16xf32>, %c0: index) {
// expected-error @below {{'vector.compressstore' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
vector.compressstore %base[%c0], %mask, %value { alignment = 3 } : memref<?xf32>, vector<16xi1>, vector<16xf32>
}

// -----

func.func @scan_reduction_dim_constraint(%arg0: vector<2x3xi32>, %arg1: vector<3xi32>) -> vector<3xi32> {
// expected-error@+1 {{'vector.scan' op reduction dimension 5 has to be less than 2}}
%0:2 = vector.scan <add>, %arg0, %arg1 {inclusive = true, reduction_dim = 5} :
Expand Down Expand Up @@ -1952,15 +2016,15 @@ func.func @vector_load(%src : memref<?xi8>) {

// -----

func.func @invalid_load_alignment(%memref: memref<4xi32>, %c0: index) {
func.func @load_negative_alignment(%memref: memref<4xi32>, %c0: index) {
// expected-error @below {{'vector.load' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
%val = vector.load %memref[%c0] { alignment = -1 } : memref<4xi32>, vector<4xi32>
return
}

// -----

func.func @invalid_load_alignment(%memref: memref<4xi32>, %c0: index) {
func.func @load_non_pow_of_2_alignment(%memref: memref<4xi32>, %c0: index) {
// expected-error @below {{'vector.load' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
%val = vector.load %memref[%c0] { alignment = 3 } : memref<4xi32>, vector<4xi32>
return
Expand All @@ -1981,15 +2045,15 @@ func.func @vector_store(%dest : memref<?xi8>, %vec : vector<16x16xi8>) {

// -----

func.func @invalid_store_alignment(%memref: memref<4xi32>, %val: vector<4xi32>, %c0: index) {
func.func @store_negative_alignment(%memref: memref<4xi32>, %val: vector<4xi32>, %c0: index) {
// expected-error @below {{'vector.store' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
vector.store %val, %memref[%c0] { alignment = -1 } : memref<4xi32>, vector<4xi32>
return
}

// -----

func.func @invalid_store_alignment(%memref: memref<4xi32>, %val: vector<4xi32>, %c0: index) {
func.func @store_non_pow_of_2_alignment(%memref: memref<4xi32>, %val: vector<4xi32>, %c0: index) {
// expected-error @below {{'vector.store' op attribute 'alignment' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive and whose value is a power of two > 0}}
vector.store %val, %memref[%c0] { alignment = 3 } : memref<4xi32>, vector<4xi32>
return
Expand Down