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Csl

csl

The CSL dialect models the Cerebras Systems Language.

It aims to be used as a target (using the -t cls commandline option) to do automatic codegen for the CS2.

See external documentation.

Target = Literal['wse2', 'wse3'] module-attribute

StructLikeConstr = base(ImportedModuleType) | base(ComptimeStructType) module-attribute

DsdElementTypeConstr = base(Float16Type) | base(Float32Type) | eq(IntegerType(16, Signedness.SIGNED)) | eq(IntegerType(16, Signedness.UNSIGNED)) | eq(IntegerType(32, Signedness.SIGNED)) | eq(IntegerType(32, Signedness.UNSIGNED)) module-attribute

f16_pointer = PtrType(f16, PtrKindAttr(PtrKind.SINGLE), PtrConstAttr(PtrConst.VAR)) module-attribute

f32_pointer = PtrType(f32, PtrKindAttr(PtrKind.SINGLE), PtrConstAttr(PtrConst.VAR)) module-attribute

i8_value = IntegerType(8, Signedness.SIGNED) module-attribute

u16_value = IntegerType(16, Signedness.UNSIGNED) module-attribute

i16_value = IntegerType(16, Signedness.SIGNED) module-attribute

u32_value = IntegerType(32, Signedness.UNSIGNED) module-attribute

i32_value = IntegerType(32, Signedness.SIGNED) module-attribute

i16_pointer = PtrType(i16_value, PtrKindAttr(PtrKind.SINGLE), PtrConstAttr(PtrConst.VAR)) module-attribute

u16_pointer = PtrType(u16_value, PtrKindAttr(PtrKind.SINGLE), PtrConstAttr(PtrConst.VAR)) module-attribute

i32_pointer = PtrType(i32_value, PtrKindAttr(PtrKind.SINGLE), PtrConstAttr(PtrConst.VAR)) module-attribute

u32_pointer = PtrType(u32_value, PtrKindAttr(PtrKind.SINGLE), PtrConstAttr(PtrConst.VAR)) module-attribute

ColorId = IntegerType[Literal[5, 6], Signedness.UNSIGNED] module-attribute

ColorIdAttr: TypeAlias = IntegerAttr[ColorId] module-attribute

I3 = IntegerType[3, Signedness.SIGNLESS] module-attribute

QueueIdAttr: TypeAlias = IntegerAttr[I3] module-attribute

ParamAttr: TypeAlias = FloatAttr | IntegerAttr module-attribute

ZerosOpAttr: TypeAlias = IntegerType | Float32Type | Float16Type module-attribute

ZerosOpAttrConstr = BaseAttr(IntegerType) | BaseAttr(Float32Type) | BaseAttr(Float16Type) module-attribute

FunctionSignatures = list[tuple[Attribute | type[Attribute], ...]] module-attribute

ParamOpAttr: TypeAlias = Float16Type | Float32Type | IntegerType | ColorType | FunctionType | ImportedModuleType | ComptimeStructType module-attribute

ParamOpAttrConstr = BaseAttr(Float16Type) | BaseAttr(Float32Type) | BaseAttr(IntegerType) | BaseAttr(ColorType) | BaseAttr(FunctionType) | BaseAttr(ImportedModuleType) | BaseAttr(ComptimeStructType) module-attribute

CSL = Dialect('csl', [Add16Op, Add16cOp, AddressOfFnOp, AddressOfOp, And16Op, CallOp, ClzOp, ConcatStructOp, ConstStructOp, ConstantsOp, CslModuleOp, CtzOp, DirectionOp, FabshOp, FabssOp, FaddhOp, FaddhsOp, FaddsOp, Fh2sOp, Fh2xp16Op, FmachOp, FmachsOp, FmacsOp, FmaxhOp, FmaxsOp, FmovhOp, FmovsOp, FmulhOp, FmulsOp, FneghOp, FnegsOp, FnormhOp, FnormsOp, Fs2hOp, Fs2xp16Op, FscalehOp, FscalesOp, FsubhOp, FsubsOp, FuncOp, GetColorOp, GetFabDsdOp, GetMemDsdOp, ImportModuleConstOp, IncrementDsdOffsetOp, LayoutOp, MemberAccessOp, MemberCallOp, Mov16Op, Mov32Op, Or16Op, ParamOp, PopcntOp, PtrCastOp, ReturnOp, RpcOp, Sar16Op, SetDsdBaseAddrOp, SetDsdLengthOp, SetDsdStrideOp, SetRectangleOp, SetTileCodeOp, SignednessCastOp, Sll16Op, Slr16Op, Sub16Op, SymbolExportOp, TaskOp, ActivateOp, Xor16Op, Xp162fhOp, Xp162fsOp, ZerosOp, VariableOp, LoadVarOp, StoreVarOp], [ColorType, ComptimeStructType, DsdType, ImportedModuleType, PtrType, ModuleKindAttr, DirectionAttr, DirectionType, PtrConstAttr, PtrKindAttr, TaskKindAttr, VarType]) module-attribute

PtrKind

Bases: StrEnum

Source code in xdsl/dialects/csl.py
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class PtrKind(StrEnum):
    SINGLE = "single"
    MANY = "many"

SINGLE = 'single' class-attribute instance-attribute

MANY = 'many' class-attribute instance-attribute

PtrConst

Bases: StrEnum

Source code in xdsl/dialects/csl.py
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class PtrConst(StrEnum):
    CONST = "const"
    VAR = "var"

CONST = 'const' class-attribute instance-attribute

VAR = 'var' class-attribute instance-attribute

ModuleKind

Bases: StrEnum

Source code in xdsl/dialects/csl.py
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class ModuleKind(StrEnum):
    LAYOUT = "layout"
    PROGRAM = "program"

LAYOUT = 'layout' class-attribute instance-attribute

PROGRAM = 'program' class-attribute instance-attribute

TaskKind

Bases: StrEnum

Source code in xdsl/dialects/csl.py
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class TaskKind(StrEnum):
    LOCAL = "local"
    DATA = "data"
    CONTROL = "control"

LOCAL = 'local' class-attribute instance-attribute

DATA = 'data' class-attribute instance-attribute

CONTROL = 'control' class-attribute instance-attribute

DsdKind

Bases: StrEnum

Source code in xdsl/dialects/csl.py
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class DsdKind(StrEnum):
    mem1d_dsd = "mem1d_dsd"
    mem4d_dsd = "mem4d_dsd"
    fabin_dsd = "fabin_dsd"
    fabout_dsd = "fabout_dsd"

mem1d_dsd = 'mem1d_dsd' class-attribute instance-attribute

mem4d_dsd = 'mem4d_dsd' class-attribute instance-attribute

fabin_dsd = 'fabin_dsd' class-attribute instance-attribute

fabout_dsd = 'fabout_dsd' class-attribute instance-attribute

Direction

Bases: StrEnum

Source code in xdsl/dialects/csl.py
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class Direction(StrEnum):
    NORTH = "north"
    SOUTH = "south"
    EAST = "east"
    WEST = "west"

NORTH = 'north' class-attribute instance-attribute

SOUTH = 'south' class-attribute instance-attribute

EAST = 'east' class-attribute instance-attribute

WEST = 'west' class-attribute instance-attribute

InModuleKind dataclass

Bases: OpTrait

Constrain an op to a particular module kind

Optionally specify if the op has to be a direct child of CslModuleOp (default is yes).

Ops with this trait are always allowed inside a csl_wrapper.module

Source code in xdsl/dialects/csl.py
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@dataclass(frozen=True)
class InModuleKind(OpTrait):
    """
    Constrain an op to a particular module kind

    Optionally specify if the op has to be a direct child of CslModuleOp
    (default is yes).

    Ops with this trait are always allowed inside a csl_wrapper.module
    """

    kind: ModuleKind = field()
    _: KW_ONLY
    direct_child: bool = field(default=True)

    def verify(self, op: Operation) -> None:
        from xdsl.dialects import csl_wrapper

        kind: ModuleKind = self.kind
        direct_child: bool = self.direct_child

        direct = "direct" if direct_child else "indirect"
        parent_module = op.parent_op()
        if not direct_child:
            while parent_module is not None and not isinstance(
                parent_module, CslModuleOp | csl_wrapper.ModuleOp
            ):
                parent_module = parent_module.parent_op()
        if isinstance(parent_module, csl_wrapper.ModuleOp):
            return
        if not isinstance(parent_module, CslModuleOp):
            raise VerifyException(
                f"'{op.name}' expexts {direct} parent to be {CslModuleOp.name}, got {parent_module}"
            )
        if parent_module.kind.data != kind:
            raise VerifyException(
                f"'{op.name}' expexts {direct} parent to be {CslModuleOp.name} of kind {kind.value}"
            )

kind: ModuleKind = field() class-attribute instance-attribute

_: KW_ONLY instance-attribute

direct_child: bool = field(default=True) class-attribute instance-attribute

__init__(kind: ModuleKind = field(), *, direct_child: bool = True) -> None

verify(op: Operation) -> None

Source code in xdsl/dialects/csl.py
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def verify(self, op: Operation) -> None:
    from xdsl.dialects import csl_wrapper

    kind: ModuleKind = self.kind
    direct_child: bool = self.direct_child

    direct = "direct" if direct_child else "indirect"
    parent_module = op.parent_op()
    if not direct_child:
        while parent_module is not None and not isinstance(
            parent_module, CslModuleOp | csl_wrapper.ModuleOp
        ):
            parent_module = parent_module.parent_op()
    if isinstance(parent_module, csl_wrapper.ModuleOp):
        return
    if not isinstance(parent_module, CslModuleOp):
        raise VerifyException(
            f"'{op.name}' expexts {direct} parent to be {CslModuleOp.name}, got {parent_module}"
        )
    if parent_module.kind.data != kind:
        raise VerifyException(
            f"'{op.name}' expexts {direct} parent to be {CslModuleOp.name} of kind {kind.value}"
        )

ComptimeStructType dataclass

Bases: ParametrizedAttribute, TypeAttribute

Represents a compile time struct.

The type makes no guarantees on the fields available.

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class ComptimeStructType(ParametrizedAttribute, TypeAttribute):
    """
    Represents a compile time struct.

    The type makes no guarantees on the fields available.
    """

    name = "csl.comptime_struct"

name = 'csl.comptime_struct' class-attribute instance-attribute

ImportedModuleType dataclass

Bases: ParametrizedAttribute, TypeAttribute

Represents an imported module (behaves the same as a comptime_struct otherwise).

The type makes no guarantees on the fields available.

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class ImportedModuleType(ParametrizedAttribute, TypeAttribute):
    """
    Represents an imported module (behaves the same as a comptime_struct otherwise).

    The type makes no guarantees on the fields available.
    """

    name = "csl.imported_module"

name = 'csl.imported_module' class-attribute instance-attribute

PtrKindAttr dataclass

Bases: EnumAttribute[PtrKind], SpacedOpaqueSyntaxAttribute

Attribute representing whether a pointer is a single () or many ([]) pointer

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class PtrKindAttr(EnumAttribute[PtrKind], SpacedOpaqueSyntaxAttribute):
    """Attribute representing whether a pointer is a single (*) or many ([*]) pointer"""

    name = "csl.ptr_kind"

name = 'csl.ptr_kind' class-attribute instance-attribute

PtrConstAttr dataclass

Bases: EnumAttribute[PtrConst], SpacedOpaqueSyntaxAttribute

Attribute representing whether a pointer's mutability

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class PtrConstAttr(EnumAttribute[PtrConst], SpacedOpaqueSyntaxAttribute):
    """Attribute representing whether a pointer's mutability"""

    name = "csl.ptr_const"

name = 'csl.ptr_const' class-attribute instance-attribute

ModuleKindAttr dataclass

Bases: EnumAttribute[ModuleKind], SpacedOpaqueSyntaxAttribute

Attribute representing the kind of CSL module, either layout or program

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class ModuleKindAttr(EnumAttribute[ModuleKind], SpacedOpaqueSyntaxAttribute):
    """Attribute representing the kind of CSL module, either layout or program"""

    name = "csl.module_kind"

name = 'csl.module_kind' class-attribute instance-attribute

TaskKindAttr dataclass

Bases: EnumAttribute[TaskKind], SpacedOpaqueSyntaxAttribute

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class TaskKindAttr(EnumAttribute[TaskKind], SpacedOpaqueSyntaxAttribute):
    name = "csl.task_kind"

    def get_color_bits(self):
        match self.data:
            case TaskKind.LOCAL | TaskKind.DATA:
                return 5
            case TaskKind.CONTROL:
                return 6

name = 'csl.task_kind' class-attribute instance-attribute

get_color_bits()

Source code in xdsl/dialects/csl.py
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def get_color_bits(self):
    match self.data:
        case TaskKind.LOCAL | TaskKind.DATA:
            return 5
        case TaskKind.CONTROL:
            return 6

DirectionAttr dataclass

Bases: EnumAttribute[Direction], SpacedOpaqueSyntaxAttribute

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class DirectionAttr(EnumAttribute[Direction], SpacedOpaqueSyntaxAttribute):
    name = "csl.dir_kind"

name = 'csl.dir_kind' class-attribute instance-attribute

DirectionType dataclass

Bases: ParametrizedAttribute, TypeAttribute

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class DirectionType(ParametrizedAttribute, TypeAttribute):
    name = "csl.direction"

name = 'csl.direction' class-attribute instance-attribute

PtrType dataclass

Bases: ParametrizedAttribute, TypeAttribute, ContainerType

Represents a typed pointer in CSL.

kind refers to CSL having two types of pointers, single *type and many [*]type.

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class PtrType(ParametrizedAttribute, TypeAttribute, ContainerType):
    """
    Represents a typed pointer in CSL.

    kind refers to CSL having two types of pointers, single `*type` and many `[*]type`.
    """

    name = "csl.ptr"

    type: TypeAttribute
    kind: PtrKindAttr
    constness: PtrConstAttr

    @staticmethod
    def get(typ: Attribute, is_single: bool, is_const: bool):
        assert isinstance(typ, TypeAttribute)
        return PtrType(
            typ,
            PtrKindAttr(PtrKind.SINGLE if is_single else PtrKind.MANY),
            PtrConstAttr(PtrConst.CONST if is_const else PtrConst.VAR),
        )

    def get_element_type(self) -> Attribute:
        return self.type

name = 'csl.ptr' class-attribute instance-attribute

type: TypeAttribute instance-attribute

kind: PtrKindAttr instance-attribute

constness: PtrConstAttr instance-attribute

get(typ: Attribute, is_single: bool, is_const: bool) staticmethod

Source code in xdsl/dialects/csl.py
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@staticmethod
def get(typ: Attribute, is_single: bool, is_const: bool):
    assert isinstance(typ, TypeAttribute)
    return PtrType(
        typ,
        PtrKindAttr(PtrKind.SINGLE if is_single else PtrKind.MANY),
        PtrConstAttr(PtrConst.CONST if is_const else PtrConst.VAR),
    )

get_element_type() -> Attribute

Source code in xdsl/dialects/csl.py
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def get_element_type(self) -> Attribute:
    return self.type

PtrCastOp

Bases: IRDLOperation

Implements @ptrcast(destination_ptr_type, ptr)

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class PtrCastOp(IRDLOperation):
    """
    Implements `@ptrcast(destination_ptr_type, ptr)`
    """

    name = "csl.ptrcast"

    ptr = operand_def(PtrType)
    result = result_def(PtrType)

    traits = traits_def(NoMemoryEffect())

    def __init__(self, ptr: Operation | SSAValue, result_type: PtrType):
        super().__init__(operands=[ptr], result_types=[result_type])

name = 'csl.ptrcast' class-attribute instance-attribute

ptr = operand_def(PtrType) class-attribute instance-attribute

result = result_def(PtrType) class-attribute instance-attribute

traits = traits_def(NoMemoryEffect()) class-attribute instance-attribute

__init__(ptr: Operation | SSAValue, result_type: PtrType)

Source code in xdsl/dialects/csl.py
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def __init__(self, ptr: Operation | SSAValue, result_type: PtrType):
    super().__init__(operands=[ptr], result_types=[result_type])

DsdType dataclass

Bases: EnumAttribute[DsdKind], TypeAttribute, SpacedOpaqueSyntaxAttribute

Represents a DSD in CSL.

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class DsdType(EnumAttribute[DsdKind], TypeAttribute, SpacedOpaqueSyntaxAttribute):
    """
    Represents a DSD in CSL.
    """

    name = "csl.dsd"

name = 'csl.dsd' class-attribute instance-attribute

ColorType dataclass

Bases: ParametrizedAttribute, TypeAttribute

Type representing a color type in CSL

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class ColorType(ParametrizedAttribute, TypeAttribute):
    """
    Type representing a `color` type in CSL
    """

    name = "csl.color"

name = 'csl.color' class-attribute instance-attribute

VarType dataclass

Bases: ParametrizedAttribute, TypeAttribute, ContainerType

Source code in xdsl/dialects/csl.py
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@irdl_attr_definition
class VarType(ParametrizedAttribute, TypeAttribute, ContainerType):
    name = "csl.var"

    child_type: TypeAttribute

    def get_element_type(self) -> TypeAttribute:
        return self.child_type

name = 'csl.var' class-attribute instance-attribute

child_type: TypeAttribute instance-attribute

get_element_type() -> TypeAttribute

Source code in xdsl/dialects/csl.py
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def get_element_type(self) -> TypeAttribute:
    return self.child_type

VariableOp dataclass

Bases: IRDLOperation

Declares a variable.

The variable cannot be mutated directly. SSA values of the variable have to be loaded and stored using LoadVarOp and StoreVarOp.

This is similar to how memref works.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class VariableOp(IRDLOperation):
    """
    Declares a variable.

    The variable cannot be mutated directly. SSA values of the variable have to
    be loaded and stored using LoadVarOp and StoreVarOp.

    This is similar to how `memref` works.
    """

    name = "csl.variable"

    default = opt_prop_def(ParamAttr)
    res = result_def(VarType)

    assembly_format = "`(` $default `)` `:` type($res) attr-dict"

    def get_element_type(self):
        assert isinstance(self.res.type, VarType)
        return self.res.type.get_element_type()

    @staticmethod
    def from_type(child_type: Attribute) -> VariableOp:
        assert isinstance(child_type, TypeAttribute)
        return VariableOp(result_types=[VarType(child_type)])

    @staticmethod
    def from_value(value: ParamAttr) -> VariableOp:
        return VariableOp(
            properties={"default": value},
            result_types=[VarType(value.type)],
        )

    def verify_(self) -> None:
        assert isinstance(self.res.type, VarType)
        if self.default is not None and (
            self.default.type != self.res.type.get_element_type()
        ):
            raise VerifyException(
                "The type of the default value has to be the same as the type of the result, if the former is supplied"
            )
        return super().verify_()

name = 'csl.variable' class-attribute instance-attribute

default = opt_prop_def(ParamAttr) class-attribute instance-attribute

res = result_def(VarType) class-attribute instance-attribute

assembly_format = '`(` $default `)` `:` type($res) attr-dict' class-attribute instance-attribute

get_element_type()

Source code in xdsl/dialects/csl.py
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def get_element_type(self):
    assert isinstance(self.res.type, VarType)
    return self.res.type.get_element_type()

from_type(child_type: Attribute) -> VariableOp staticmethod

Source code in xdsl/dialects/csl.py
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@staticmethod
def from_type(child_type: Attribute) -> VariableOp:
    assert isinstance(child_type, TypeAttribute)
    return VariableOp(result_types=[VarType(child_type)])

from_value(value: ParamAttr) -> VariableOp staticmethod

Source code in xdsl/dialects/csl.py
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@staticmethod
def from_value(value: ParamAttr) -> VariableOp:
    return VariableOp(
        properties={"default": value},
        result_types=[VarType(value.type)],
    )

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    assert isinstance(self.res.type, VarType)
    if self.default is not None and (
        self.default.type != self.res.type.get_element_type()
    ):
        raise VerifyException(
            "The type of the default value has to be the same as the type of the result, if the former is supplied"
        )
    return super().verify_()

LoadVarOp

Bases: IRDLOperation

Obtain the SSA value of a CSL variable. The obtained value itself is not modifiable, but it can be stored in the variable using StoreVarOp.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class LoadVarOp(IRDLOperation):
    """
    Obtain the SSA value of a CSL variable. The obtained value itself is not
    modifiable, but it can be stored in the variable using `StoreVarOp`.
    """

    name = "csl.load_var"
    var = operand_def(VarType)
    res = result_def()

    traits = traits_def(MemoryReadEffect())

    assembly_format = "`(` $var `:` type($var) `)` `:` type($res) attr-dict"

    def __init__(self, var: VariableOp | SSAValue):
        if isinstance(var, SSAValue):
            assert isinstance(var.type, VarType)
            result_t = var.type.get_element_type()
        else:
            result_t = var.get_element_type()
        super().__init__(
            operands=[var],
            result_types=[result_t],
        )

    def verify_(self) -> None:
        assert isinstance(self.var.type, VarType)
        if self.var.type.get_element_type() != self.res.type:
            raise VerifyException(
                "Result type of the load has to match the child type of the variable"
            )
        return super().verify_()

name = 'csl.load_var' class-attribute instance-attribute

var = operand_def(VarType) class-attribute instance-attribute

res = result_def() class-attribute instance-attribute

traits = traits_def(MemoryReadEffect()) class-attribute instance-attribute

assembly_format = '`(` $var `:` type($var) `)` `:` type($res) attr-dict' class-attribute instance-attribute

__init__(var: VariableOp | SSAValue)

Source code in xdsl/dialects/csl.py
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def __init__(self, var: VariableOp | SSAValue):
    if isinstance(var, SSAValue):
        assert isinstance(var.type, VarType)
        result_t = var.type.get_element_type()
    else:
        result_t = var.get_element_type()
    super().__init__(
        operands=[var],
        result_types=[result_t],
    )

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    assert isinstance(self.var.type, VarType)
    if self.var.type.get_element_type() != self.res.type:
        raise VerifyException(
            "Result type of the load has to match the child type of the variable"
        )
    return super().verify_()

StoreVarOp

Bases: IRDLOperation

Update the value of a variable.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class StoreVarOp(IRDLOperation):
    """
    Update the value of a variable.
    """

    name = "csl.store_var"
    var = operand_def(VarType)
    new_value = operand_def()

    traits = traits_def(MemoryWriteEffect())

    assembly_format = (
        "$var `:` type($var) `=` $new_value `:` type($new_value) attr-dict"
    )

    def __init__(self, var: VariableOp, new_value: Operation | SSAValue):
        super().__init__(operands=[var, new_value])

    def verify_(self) -> None:
        assert isinstance(self.var.type, VarType)
        if self.var.type.get_element_type() != self.new_value.type:
            raise VerifyException(
                f"New value must match the element type of {self.var.type.name}"
            )
        return super().verify_()

name = 'csl.store_var' class-attribute instance-attribute

var = operand_def(VarType) class-attribute instance-attribute

new_value = operand_def() class-attribute instance-attribute

traits = traits_def(MemoryWriteEffect()) class-attribute instance-attribute

assembly_format = '$var `:` type($var) `=` $new_value `:` type($new_value) attr-dict' class-attribute instance-attribute

__init__(var: VariableOp, new_value: Operation | SSAValue)

Source code in xdsl/dialects/csl.py
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def __init__(self, var: VariableOp, new_value: Operation | SSAValue):
    super().__init__(operands=[var, new_value])

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    assert isinstance(self.var.type, VarType)
    if self.var.type.get_element_type() != self.new_value.type:
        raise VerifyException(
            f"New value must match the element type of {self.var.type.name}"
        )
    return super().verify_()

DirectionOp

Bases: IRDLOperation

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class DirectionOp(IRDLOperation):
    name = "csl.get_dir"

    dir = prop_def(DirectionAttr)

    res = result_def(DirectionType)

    traits = traits_def(NoMemoryEffect())

    def __init__(self, direction: DirectionAttr | Direction):
        if isinstance(direction, Direction):
            direction = DirectionAttr(direction)
        super().__init__(properties={"dir": direction}, result_types=[DirectionType()])

name = 'csl.get_dir' class-attribute instance-attribute

dir = prop_def(DirectionAttr) class-attribute instance-attribute

res = result_def(DirectionType) class-attribute instance-attribute

traits = traits_def(NoMemoryEffect()) class-attribute instance-attribute

__init__(direction: DirectionAttr | Direction)

Source code in xdsl/dialects/csl.py
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def __init__(self, direction: DirectionAttr | Direction):
    if isinstance(direction, Direction):
        direction = DirectionAttr(direction)
    super().__init__(properties={"dir": direction}, result_types=[DirectionType()])

CslModuleOp dataclass

Bases: IRDLOperation

Separates layout module from program module

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class CslModuleOp(IRDLOperation):
    """
    Separates layout module from program module
    """

    name = "csl.module"
    body = region_def("single_block")
    kind = prop_def(ModuleKindAttr)
    sym_name = attr_def(SymbolNameConstraint())

    traits = traits_def(
        HasParent(ModuleOp),
        IsolatedFromAbove(),
        NoTerminator(),
        SymbolOpInterface(),
    )

name = 'csl.module' class-attribute instance-attribute

body = region_def('single_block') class-attribute instance-attribute

kind = prop_def(ModuleKindAttr) class-attribute instance-attribute

sym_name = attr_def(SymbolNameConstraint()) class-attribute instance-attribute

traits = traits_def(HasParent(ModuleOp), IsolatedFromAbove(), NoTerminator(), SymbolOpInterface()) class-attribute instance-attribute

ImportModuleConstOp

Bases: IRDLOperation

Equivalent to an const <va_name> = @import_module("<module_name>", <params>) call.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ImportModuleConstOp(IRDLOperation):
    """
    Equivalent to an `const <va_name> = @import_module("<module_name>", <params>)` call.
    """

    name = "csl.import_module"

    traits = traits_def(HasParent(CslModuleOp))

    module = prop_def(StringAttr)

    params = opt_operand_def(StructLikeConstr)

    result = result_def(ImportedModuleType)

    def __init__(
        self, name: str | StringAttr, params: SSAValue | Operation | None = None
    ):
        if isinstance(name, str):
            name = StringAttr(name)
        super().__init__(
            operands=[params],
            result_types=[ImportedModuleType()],
            properties={"module": name},
        )

name = 'csl.import_module' class-attribute instance-attribute

traits = traits_def(HasParent(CslModuleOp)) class-attribute instance-attribute

module = prop_def(StringAttr) class-attribute instance-attribute

params = opt_operand_def(StructLikeConstr) class-attribute instance-attribute

result = result_def(ImportedModuleType) class-attribute instance-attribute

__init__(name: str | StringAttr, params: SSAValue | Operation | None = None)

Source code in xdsl/dialects/csl.py
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def __init__(
    self, name: str | StringAttr, params: SSAValue | Operation | None = None
):
    if isinstance(name, str):
        name = StringAttr(name)
    super().__init__(
        operands=[params],
        result_types=[ImportedModuleType()],
        properties={"module": name},
    )

ConstStructOp

Bases: IRDLOperation

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ConstStructOp(IRDLOperation):
    name = "csl.const_struct"

    traits = traits_def(NoMemoryEffect())

    items = opt_prop_def(DictionaryAttr)
    ssa_fields = opt_prop_def(ArrayAttr[StringAttr])
    ssa_values = var_operand_def()
    res = result_def(ComptimeStructType)

    def __init__(self, *args: tuple[str, Operation | SSAValue]):
        operands: list[Operation | SSAValue] = []
        fields: list[StringAttr] = []
        for fname, op in args:
            fields.append(StringAttr(fname))
            operands.append(op)
        super().__init__(
            operands=[operands],
            result_types=[ComptimeStructType()],
            properties={"ssa_fields": ArrayAttr(fields)},
        )

    def verify_(self) -> None:
        if self.ssa_fields is None:
            if len(self.ssa_values) == 0:
                return super().verify_()
        else:
            if len(self.ssa_values) == len(self.ssa_fields):
                return super().verify_()

        raise VerifyException(
            "Number of ssa_fields has to match the number of arguments"
        )

name = 'csl.const_struct' class-attribute instance-attribute

traits = traits_def(NoMemoryEffect()) class-attribute instance-attribute

items = opt_prop_def(DictionaryAttr) class-attribute instance-attribute

ssa_fields = opt_prop_def(ArrayAttr[StringAttr]) class-attribute instance-attribute

ssa_values = var_operand_def() class-attribute instance-attribute

res = result_def(ComptimeStructType) class-attribute instance-attribute

__init__(*args: tuple[str, Operation | SSAValue])

Source code in xdsl/dialects/csl.py
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def __init__(self, *args: tuple[str, Operation | SSAValue]):
    operands: list[Operation | SSAValue] = []
    fields: list[StringAttr] = []
    for fname, op in args:
        fields.append(StringAttr(fname))
        operands.append(op)
    super().__init__(
        operands=[operands],
        result_types=[ComptimeStructType()],
        properties={"ssa_fields": ArrayAttr(fields)},
    )

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if self.ssa_fields is None:
        if len(self.ssa_values) == 0:
            return super().verify_()
    else:
        if len(self.ssa_values) == len(self.ssa_fields):
            return super().verify_()

    raise VerifyException(
        "Number of ssa_fields has to match the number of arguments"
    )

ZerosOp

Bases: IRDLOperation

Represents the @zeros operation in CSL.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ZerosOp(IRDLOperation):
    """
    Represents the @zeros operation in CSL.
    """

    name = "csl.zeros"

    T: ClassVar = VarConstraint("T", ZerosOpAttrConstr)

    size = opt_operand_def(T)

    result = result_def(MemRefType.constr(T))

    is_const = opt_prop_def(builtin.UnitAttr)

    def __init__(
        self,
        memref: MemRefType[IntegerType | Float32Type | Float16Type],
        dynamic_size: SSAValue | Operation | None = None,
        is_const: builtin.UnitAttr | None = None,
    ):
        super().__init__(
            operands=[dynamic_size] if dynamic_size else [[]],
            result_types=[memref],
            properties={"is_const": is_const} if is_const else {},
        )

name = 'csl.zeros' class-attribute instance-attribute

T: ClassVar = VarConstraint('T', ZerosOpAttrConstr) class-attribute instance-attribute

size = opt_operand_def(T) class-attribute instance-attribute

result = result_def(MemRefType.constr(T)) class-attribute instance-attribute

is_const = opt_prop_def(builtin.UnitAttr) class-attribute instance-attribute

__init__(memref: MemRefType[IntegerType | Float32Type | Float16Type], dynamic_size: SSAValue | Operation | None = None, is_const: builtin.UnitAttr | None = None)

Source code in xdsl/dialects/csl.py
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def __init__(
    self,
    memref: MemRefType[IntegerType | Float32Type | Float16Type],
    dynamic_size: SSAValue | Operation | None = None,
    is_const: builtin.UnitAttr | None = None,
):
    super().__init__(
        operands=[dynamic_size] if dynamic_size else [[]],
        result_types=[memref],
        properties={"is_const": is_const} if is_const else {},
    )

ConstantsOp

Bases: IRDLOperation

Represents the @constants operation in CSL.

This can also be used as a stand-in for @zeros by passing a zero constant as the second argument.

If is_const is present, it is printed with the const prefix, otherwise it's assumed var by the csl printer.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ConstantsOp(IRDLOperation):
    """
    Represents the @constants operation in CSL.

    This can also be used as a stand-in for @zeros by passing a zero constant as the second argument.

    If is_const is present, it is printed with the `const` prefix, otherwise it's assumed `var` by the csl printer.
    """

    name = "csl.constants"

    T: ClassVar = VarConstraint(
        "T", BaseAttr(IntegerType) | BaseAttr(Float32Type) | BaseAttr(Float16Type)
    )

    size = operand_def(IntegerType)

    value = operand_def(T)

    result = result_def(MemRefType.constr(T))

    is_const = opt_prop_def(builtin.UnitAttr)

    def __init__(self, size: SSAValue | Operation, value: SSAValue | Operation):
        super().__init__(
            operands=[size, value],
            result_types=[MemRefType(SSAValue.get(value).type, [-1])],
        )

name = 'csl.constants' class-attribute instance-attribute

T: ClassVar = VarConstraint('T', BaseAttr(IntegerType) | BaseAttr(Float32Type) | BaseAttr(Float16Type)) class-attribute instance-attribute

size = operand_def(IntegerType) class-attribute instance-attribute

value = operand_def(T) class-attribute instance-attribute

result = result_def(MemRefType.constr(T)) class-attribute instance-attribute

is_const = opt_prop_def(builtin.UnitAttr) class-attribute instance-attribute

__init__(size: SSAValue | Operation, value: SSAValue | Operation)

Source code in xdsl/dialects/csl.py
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def __init__(self, size: SSAValue | Operation, value: SSAValue | Operation):
    super().__init__(
        operands=[size, value],
        result_types=[MemRefType(SSAValue.get(value).type, [-1])],
    )

GetColorOp

Bases: IRDLOperation

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class GetColorOp(IRDLOperation):
    name = "csl.get_color"

    traits = traits_def(NoMemoryEffect())

    id = operand_def(IntegerType)
    res = result_def(ColorType)

    def __init__(self, op: Operation):
        super().__init__(operands=[op], result_types=[ColorType()])

name = 'csl.get_color' class-attribute instance-attribute

traits = traits_def(NoMemoryEffect()) class-attribute instance-attribute

id = operand_def(IntegerType) class-attribute instance-attribute

res = result_def(ColorType) class-attribute instance-attribute

__init__(op: Operation)

Source code in xdsl/dialects/csl.py
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def __init__(self, op: Operation):
    super().__init__(operands=[op], result_types=[ColorType()])

MemberAccessOp dataclass

Bases: IRDLOperation

Access a member of a struct and assigna a new variable.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class MemberAccessOp(IRDLOperation):
    """
    Access a member of a struct and assigna a new variable.
    """

    name = "csl.member_access"

    traits = traits_def(NoMemoryEffect())

    struct = operand_def(StructLikeConstr)

    field = prop_def(StringAttr)

    result = result_def(Attribute)

name = 'csl.member_access' class-attribute instance-attribute

traits = traits_def(NoMemoryEffect()) class-attribute instance-attribute

struct = operand_def(StructLikeConstr) class-attribute instance-attribute

field = prop_def(StringAttr) class-attribute instance-attribute

result = result_def(Attribute) class-attribute instance-attribute

MemberCallOp

Bases: IRDLOperation

Call a member of a struct, optionally assign a value to the result.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class MemberCallOp(IRDLOperation):
    """
    Call a member of a struct, optionally assign a value to the result.
    """

    name = "csl.member_call"

    struct = operand_def(StructLikeConstr)

    field = prop_def(StringAttr)

    args = var_operand_def(Attribute)

    result = opt_result_def(Attribute)

    def __init__(
        self,
        fname: str,
        result_type: Attribute | None,
        struct: Operation,
        params: Sequence[SSAValue | Operation],
    ):
        super().__init__(
            operands=[struct, params],
            result_types=[result_type],
            properties={
                "field": StringAttr(fname),
            },
        )

name = 'csl.member_call' class-attribute instance-attribute

struct = operand_def(StructLikeConstr) class-attribute instance-attribute

field = prop_def(StringAttr) class-attribute instance-attribute

args = var_operand_def(Attribute) class-attribute instance-attribute

result = opt_result_def(Attribute) class-attribute instance-attribute

__init__(fname: str, result_type: Attribute | None, struct: Operation, params: Sequence[SSAValue | Operation])

Source code in xdsl/dialects/csl.py
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def __init__(
    self,
    fname: str,
    result_type: Attribute | None,
    struct: Operation,
    params: Sequence[SSAValue | Operation],
):
    super().__init__(
        operands=[struct, params],
        result_types=[result_type],
        properties={
            "field": StringAttr(fname),
        },
    )

FuncOp

Bases: _FuncBase

Almost the same as func.func, but only has one result, and is not isolated from above.

We dropped IsolatedFromAbove because CSL functions often times access global parameters or constants.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FuncOp(_FuncBase):
    """
    Almost the same as func.func, but only has one result, and is not isolated from above.

    We dropped IsolatedFromAbove because CSL functions often times access global parameters
    or constants.
    """

    name = "csl.func"

    def __init__(
        self,
        name: str,
        function_type: FunctionType | tuple[Sequence[Attribute], Attribute | None],
        region: Region | type[Region.DEFAULT] = Region.DEFAULT,
        *,
        arg_attrs: ArrayAttr[DictionaryAttr] | None = None,
        res_attrs: ArrayAttr[DictionaryAttr] | None = None,
    ):
        properties, region = self._props_region(
            name, function_type, region, arg_attrs=arg_attrs, res_attrs=res_attrs
        )
        super().__init__(properties=properties, regions=[region])

    def verify_(self) -> None:
        _FuncBase._verify(self)

    @classmethod
    def parse(cls, parser: Parser) -> FuncOp:
        (
            name,
            input_types,
            return_types,
            region,
            extra_attrs,
            arg_attrs,
            res_attrs,
        ) = parse_func_op_like(
            parser,
            reserved_attr_names=("sym_name", "function_type", "sym_visibility"),
        )

        if res_attrs:
            raise NotImplementedError("res_attrs not implemented in csl FuncOp")

        assert len(return_types) <= 1, (
            f"{cls.name} can't have more than one result type!"
        )

        func = cls(
            name=name,
            function_type=(input_types, return_types[0] if return_types else None),
            region=region,
            arg_attrs=arg_attrs,
        )
        if extra_attrs is not None:
            func.attributes |= extra_attrs.data
        return func

    def print(self, printer: Printer):
        _FuncBase._print(self, printer)

name = 'csl.func' class-attribute instance-attribute

__init__(name: str, function_type: FunctionType | tuple[Sequence[Attribute], Attribute | None], region: Region | type[Region.DEFAULT] = Region.DEFAULT, *, arg_attrs: ArrayAttr[DictionaryAttr] | None = None, res_attrs: ArrayAttr[DictionaryAttr] | None = None)

Source code in xdsl/dialects/csl.py
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def __init__(
    self,
    name: str,
    function_type: FunctionType | tuple[Sequence[Attribute], Attribute | None],
    region: Region | type[Region.DEFAULT] = Region.DEFAULT,
    *,
    arg_attrs: ArrayAttr[DictionaryAttr] | None = None,
    res_attrs: ArrayAttr[DictionaryAttr] | None = None,
):
    properties, region = self._props_region(
        name, function_type, region, arg_attrs=arg_attrs, res_attrs=res_attrs
    )
    super().__init__(properties=properties, regions=[region])

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    _FuncBase._verify(self)

parse(parser: Parser) -> FuncOp classmethod

Source code in xdsl/dialects/csl.py
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@classmethod
def parse(cls, parser: Parser) -> FuncOp:
    (
        name,
        input_types,
        return_types,
        region,
        extra_attrs,
        arg_attrs,
        res_attrs,
    ) = parse_func_op_like(
        parser,
        reserved_attr_names=("sym_name", "function_type", "sym_visibility"),
    )

    if res_attrs:
        raise NotImplementedError("res_attrs not implemented in csl FuncOp")

    assert len(return_types) <= 1, (
        f"{cls.name} can't have more than one result type!"
    )

    func = cls(
        name=name,
        function_type=(input_types, return_types[0] if return_types else None),
        region=region,
        arg_attrs=arg_attrs,
    )
    if extra_attrs is not None:
        func.attributes |= extra_attrs.data
    return func

print(printer: Printer)

Source code in xdsl/dialects/csl.py
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def print(self, printer: Printer):
    _FuncBase._print(self, printer)

TaskOp

Bases: _FuncBase

Represents a task in CSL. All three types of task are represented by this Op.

It carries the ID it should be bound to, in case of local and control tasks this is the task ID, in the case of the data task, it's the id of the color the task is bound to.

NOTE: Control tasks not yet implemented

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class TaskOp(_FuncBase):
    """
    Represents a task in CSL. All three types of task are represented by this Op.

    It carries the ID it should be bound to, in case of local and control tasks
    this is the task ID, in the case of the data task, it's the id of the color
    the task is bound to.

    NOTE: Control tasks not yet implemented
    """

    name = "csl.task"

    kind = prop_def(TaskKindAttr)
    id = opt_prop_def(ColorIdAttr)

    traits = traits_def(InModuleKind(ModuleKind.PROGRAM))

    def __init__(
        self,
        name: str,
        function_type: FunctionType | tuple[Sequence[Attribute], Attribute | None],
        region: Region | type[Region.DEFAULT] = Region.DEFAULT,
        *,
        task_kind: TaskKindAttr | TaskKind,
        arg_attrs: ArrayAttr[DictionaryAttr] | None = None,
        res_attrs: ArrayAttr[DictionaryAttr] | None = None,
        id: ColorIdAttr | int | None,
    ):
        properties, region = self._props_region(
            name, function_type, region, arg_attrs=arg_attrs, res_attrs=res_attrs
        )
        if isinstance(task_kind, TaskKind):
            task_kind = TaskKindAttr(task_kind)
        if isinstance(id, int):
            id = IntegerAttr(
                id, ColorId(task_kind.get_color_bits(), Signedness.UNSIGNED)
            )
        if id is not None:
            assert id.type.width.data == task_kind.get_color_bits(), (
                f"{task_kind.data.value} task id has to have {task_kind.get_color_bits()} bits, got {id.type.width.data}"
            )

        properties |= {
            "kind": task_kind,
            "id": id,
        }
        super().__init__(properties=properties, regions=[region])

    def verify_(self) -> None:
        _FuncBase._verify(self)
        if len(self.function_type.outputs.data) != 0:
            raise VerifyException(f"{self.name} cannot have return values")

        if (
            self.id is not None
            and self.id.type.width.data != self.kind.get_color_bits()
        ):
            raise VerifyException(
                f"Type of the id has to be {self.kind.get_color_bits()}"
            )

        match self.kind.data:
            case TaskKind.LOCAL:
                if len(self.function_type.inputs.data) != 0:
                    raise VerifyException("Local tasks cannot have input argumentd")
            case TaskKind.DATA:
                if not (0 < len(self.function_type.inputs.data) < 5):
                    raise VerifyException(
                        "Data tasks have to have between 1 and 4 arguments (both inclusive)"
                    )
            case TaskKind.CONTROL:
                if not (len(self.function_type.inputs.data) < 5):
                    raise VerifyException(
                        "Control tasks have to have 4 or fewer arguments"
                    )

    @classmethod
    def parse(cls, parser: Parser) -> TaskOp:
        pos = parser.pos
        (
            name,
            input_types,
            return_types,
            region,
            extra_attrs,
            arg_attrs,
            res_attrs,
        ) = parse_func_op_like(
            parser,
            reserved_attr_names=("sym_name", "function_type", "sym_visibility"),
        )
        if res_attrs:
            raise NotImplementedError("res_attrs not implemented in csl TaskOp")
        if (
            extra_attrs is None
            or "kind" not in extra_attrs.data
            or not isinstance(kind := extra_attrs.data["kind"], TaskKindAttr)
        ):
            parser.raise_error(f"{cls.name} expected kind attribute")
        id = extra_attrs.data.get("id")
        if id is not None and not isa(id, ColorIdAttr):
            parser.raise_error(
                f"{cls.name} expected kind attribute, got {id} ({ColorIdAttr})",
                pos,
                parser.pos,
            )

        assert len(return_types) <= 1, (
            f"{cls.name} can't have more than one result type!"
        )

        task = cls(
            name=name,
            function_type=(input_types, return_types[0] if return_types else None),
            region=region,
            arg_attrs=arg_attrs,
            task_kind=kind,
            id=id,
        )
        return task

    def print(self, printer: Printer):
        _FuncBase._print(self, printer)

name = 'csl.task' class-attribute instance-attribute

kind = prop_def(TaskKindAttr) class-attribute instance-attribute

id = opt_prop_def(ColorIdAttr) class-attribute instance-attribute

traits = traits_def(InModuleKind(ModuleKind.PROGRAM)) class-attribute instance-attribute

__init__(name: str, function_type: FunctionType | tuple[Sequence[Attribute], Attribute | None], region: Region | type[Region.DEFAULT] = Region.DEFAULT, *, task_kind: TaskKindAttr | TaskKind, arg_attrs: ArrayAttr[DictionaryAttr] | None = None, res_attrs: ArrayAttr[DictionaryAttr] | None = None, id: ColorIdAttr | int | None)

Source code in xdsl/dialects/csl.py
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def __init__(
    self,
    name: str,
    function_type: FunctionType | tuple[Sequence[Attribute], Attribute | None],
    region: Region | type[Region.DEFAULT] = Region.DEFAULT,
    *,
    task_kind: TaskKindAttr | TaskKind,
    arg_attrs: ArrayAttr[DictionaryAttr] | None = None,
    res_attrs: ArrayAttr[DictionaryAttr] | None = None,
    id: ColorIdAttr | int | None,
):
    properties, region = self._props_region(
        name, function_type, region, arg_attrs=arg_attrs, res_attrs=res_attrs
    )
    if isinstance(task_kind, TaskKind):
        task_kind = TaskKindAttr(task_kind)
    if isinstance(id, int):
        id = IntegerAttr(
            id, ColorId(task_kind.get_color_bits(), Signedness.UNSIGNED)
        )
    if id is not None:
        assert id.type.width.data == task_kind.get_color_bits(), (
            f"{task_kind.data.value} task id has to have {task_kind.get_color_bits()} bits, got {id.type.width.data}"
        )

    properties |= {
        "kind": task_kind,
        "id": id,
    }
    super().__init__(properties=properties, regions=[region])

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    _FuncBase._verify(self)
    if len(self.function_type.outputs.data) != 0:
        raise VerifyException(f"{self.name} cannot have return values")

    if (
        self.id is not None
        and self.id.type.width.data != self.kind.get_color_bits()
    ):
        raise VerifyException(
            f"Type of the id has to be {self.kind.get_color_bits()}"
        )

    match self.kind.data:
        case TaskKind.LOCAL:
            if len(self.function_type.inputs.data) != 0:
                raise VerifyException("Local tasks cannot have input argumentd")
        case TaskKind.DATA:
            if not (0 < len(self.function_type.inputs.data) < 5):
                raise VerifyException(
                    "Data tasks have to have between 1 and 4 arguments (both inclusive)"
                )
        case TaskKind.CONTROL:
            if not (len(self.function_type.inputs.data) < 5):
                raise VerifyException(
                    "Control tasks have to have 4 or fewer arguments"
                )

parse(parser: Parser) -> TaskOp classmethod

Source code in xdsl/dialects/csl.py
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@classmethod
def parse(cls, parser: Parser) -> TaskOp:
    pos = parser.pos
    (
        name,
        input_types,
        return_types,
        region,
        extra_attrs,
        arg_attrs,
        res_attrs,
    ) = parse_func_op_like(
        parser,
        reserved_attr_names=("sym_name", "function_type", "sym_visibility"),
    )
    if res_attrs:
        raise NotImplementedError("res_attrs not implemented in csl TaskOp")
    if (
        extra_attrs is None
        or "kind" not in extra_attrs.data
        or not isinstance(kind := extra_attrs.data["kind"], TaskKindAttr)
    ):
        parser.raise_error(f"{cls.name} expected kind attribute")
    id = extra_attrs.data.get("id")
    if id is not None and not isa(id, ColorIdAttr):
        parser.raise_error(
            f"{cls.name} expected kind attribute, got {id} ({ColorIdAttr})",
            pos,
            parser.pos,
        )

    assert len(return_types) <= 1, (
        f"{cls.name} can't have more than one result type!"
    )

    task = cls(
        name=name,
        function_type=(input_types, return_types[0] if return_types else None),
        region=region,
        arg_attrs=arg_attrs,
        task_kind=kind,
        id=id,
    )
    return task

print(printer: Printer)

Source code in xdsl/dialects/csl.py
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def print(self, printer: Printer):
    _FuncBase._print(self, printer)

ActivateOp

Bases: IRDLOperation

This operation corresponds directly to the builtin @activate combined with a call to the corresponding @get_<kind>_task_id to convert the numeric ID to a task id, e.g.:

csl.activate local, 0 : ui6
       |
       V
@activate(@get_local_task_id(0));

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ActivateOp(IRDLOperation):
    """
    This operation corresponds directly to the builtin `@activate` combined with a call to the
    corresponding `@get_<kind>_task_id` to convert the numeric ID to a task id, e.g.:

    ```
    csl.activate local, 0 : ui6
           |
           V
    @activate(@get_local_task_id(0));

    ```
    """

    name = "csl.activate"

    id = prop_def(ColorIdAttr)
    kind = prop_def(TaskKindAttr)

    assembly_format = "attr-dict $kind `,` $id"

    def __init__(self, id: int | ColorIdAttr, kind: TaskKind | TaskKindAttr):
        if isinstance(kind, TaskKind):
            kind = TaskKindAttr(kind)
        if isinstance(id, int):
            id = IntegerAttr(id, ColorId(kind.get_color_bits(), Signedness.UNSIGNED))

        super().__init__(properties={"id": id, "kind": kind})

name = 'csl.activate' class-attribute instance-attribute

id = prop_def(ColorIdAttr) class-attribute instance-attribute

kind = prop_def(TaskKindAttr) class-attribute instance-attribute

assembly_format = 'attr-dict $kind `,` $id' class-attribute instance-attribute

__init__(id: int | ColorIdAttr, kind: TaskKind | TaskKindAttr)

Source code in xdsl/dialects/csl.py
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def __init__(self, id: int | ColorIdAttr, kind: TaskKind | TaskKindAttr):
    if isinstance(kind, TaskKind):
        kind = TaskKindAttr(kind)
    if isinstance(id, int):
        id = IntegerAttr(id, ColorId(kind.get_color_bits(), Signedness.UNSIGNED))

    super().__init__(properties={"id": id, "kind": kind})

ReturnOp

Bases: IRDLOperation

Return for CSL operations such as functions and tasks.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ReturnOp(IRDLOperation):
    """
    Return for CSL operations such as functions and tasks.
    """

    name = "csl.return"

    ret_val = opt_operand_def(Attribute)

    assembly_format = "attr-dict ($ret_val^ `:` type($ret_val))?"

    traits = traits_def(HasParent(FuncOp, TaskOp), IsTerminator())

    def __init__(self, return_val: SSAValue | Operation | None = None):
        super().__init__(operands=[return_val])

    def verify_(self) -> None:
        func_op = self.parent_op()
        assert isinstance(func_op, FuncOp) or isinstance(func_op, TaskOp)

        if tuple(func_op.function_type.outputs.data) != self.operand_types:
            raise VerifyException(
                "Expected arguments to have the same types as the function output types"
            )

name = 'csl.return' class-attribute instance-attribute

ret_val = opt_operand_def(Attribute) class-attribute instance-attribute

assembly_format = 'attr-dict ($ret_val^ `:` type($ret_val))?' class-attribute instance-attribute

traits = traits_def(HasParent(FuncOp, TaskOp), IsTerminator()) class-attribute instance-attribute

__init__(return_val: SSAValue | Operation | None = None)

Source code in xdsl/dialects/csl.py
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def __init__(self, return_val: SSAValue | Operation | None = None):
    super().__init__(operands=[return_val])

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    func_op = self.parent_op()
    assert isinstance(func_op, FuncOp) or isinstance(func_op, TaskOp)

    if tuple(func_op.function_type.outputs.data) != self.operand_types:
        raise VerifyException(
            "Expected arguments to have the same types as the function output types"
        )

LayoutOp

Bases: IRDLOperation

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class LayoutOp(IRDLOperation):
    name = "csl.layout"

    body = region_def()

    traits = traits_def(NoTerminator(), InModuleKind(ModuleKind.LAYOUT))

    def __init__(self, ops: Sequence[Operation] | Region):
        if not isinstance(ops, Region):
            ops = Region(Block(ops))
        if len(ops.blocks) == 0:
            ops = Region(Block([]))
        super().__init__(regions=[ops])

    @classmethod
    def parse(cls, parser: Parser) -> LayoutOp:
        return cls(parser.parse_region())

    def print(self, printer: Printer):
        printer.print_string(" ")
        printer.print_region(self.body)

name = 'csl.layout' class-attribute instance-attribute

body = region_def() class-attribute instance-attribute

traits = traits_def(NoTerminator(), InModuleKind(ModuleKind.LAYOUT)) class-attribute instance-attribute

__init__(ops: Sequence[Operation] | Region)

Source code in xdsl/dialects/csl.py
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def __init__(self, ops: Sequence[Operation] | Region):
    if not isinstance(ops, Region):
        ops = Region(Block(ops))
    if len(ops.blocks) == 0:
        ops = Region(Block([]))
    super().__init__(regions=[ops])

parse(parser: Parser) -> LayoutOp classmethod

Source code in xdsl/dialects/csl.py
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@classmethod
def parse(cls, parser: Parser) -> LayoutOp:
    return cls(parser.parse_region())

print(printer: Printer)

Source code in xdsl/dialects/csl.py
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def print(self, printer: Printer):
    printer.print_string(" ")
    printer.print_region(self.body)

CallOp

Bases: IRDLOperation

Call a regular function or task by name

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class CallOp(IRDLOperation):
    """
    Call a regular function or task by name
    """

    name = "csl.call"

    callee = prop_def(SymbolRefAttr)
    args = var_operand_def(Attribute)
    result = opt_result_def(Attribute)

    def __init__(
        self,
        callee: SymbolRefAttr,
        args: Sequence[SSAValue | Operation] | None = None,
        result: Attribute | None = None,
    ):
        super().__init__(
            operands=[args] if args else [[]],
            result_types=[result],
            properties={"callee": callee},
        )

name = 'csl.call' class-attribute instance-attribute

callee = prop_def(SymbolRefAttr) class-attribute instance-attribute

args = var_operand_def(Attribute) class-attribute instance-attribute

result = opt_result_def(Attribute) class-attribute instance-attribute

__init__(callee: SymbolRefAttr, args: Sequence[SSAValue | Operation] | None = None, result: Attribute | None = None)

Source code in xdsl/dialects/csl.py
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def __init__(
    self,
    callee: SymbolRefAttr,
    args: Sequence[SSAValue | Operation] | None = None,
    result: Attribute | None = None,
):
    super().__init__(
        operands=[args] if args else [[]],
        result_types=[result],
        properties={"callee": callee},
    )

SetRectangleOp dataclass

Bases: IRDLOperation

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class SetRectangleOp(IRDLOperation):
    name = "csl.set_rectangle"

    traits = traits_def(HasParent(LayoutOp))

    x_dim = operand_def(IntegerType)
    y_dim = operand_def(IntegerType)

name = 'csl.set_rectangle' class-attribute instance-attribute

traits = traits_def(HasParent(LayoutOp)) class-attribute instance-attribute

x_dim = operand_def(IntegerType) class-attribute instance-attribute

y_dim = operand_def(IntegerType) class-attribute instance-attribute

SetTileCodeOp

Bases: IRDLOperation

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class SetTileCodeOp(IRDLOperation):
    name = "csl.set_tile_code"

    traits = traits_def(HasAncestor(LayoutOp))

    file = prop_def(StringAttr)

    x_coord = operand_def(IntegerType)
    y_coord = operand_def(IntegerType)
    params = opt_operand_def(ComptimeStructType)

    def __init__(
        self,
        fname: str | StringAttr,
        x_coord: SSAValue | Operation,
        y_coord: SSAValue | Operation,
        params: SSAValue | Operation | None = None,
    ):
        name = StringAttr(fname) if isinstance(fname, str) else fname
        super().__init__(operands=[x_coord, y_coord, params], properties={"file": name})

name = 'csl.set_tile_code' class-attribute instance-attribute

traits = traits_def(HasAncestor(LayoutOp)) class-attribute instance-attribute

file = prop_def(StringAttr) class-attribute instance-attribute

x_coord = operand_def(IntegerType) class-attribute instance-attribute

y_coord = operand_def(IntegerType) class-attribute instance-attribute

params = opt_operand_def(ComptimeStructType) class-attribute instance-attribute

__init__(fname: str | StringAttr, x_coord: SSAValue | Operation, y_coord: SSAValue | Operation, params: SSAValue | Operation | None = None)

Source code in xdsl/dialects/csl.py
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def __init__(
    self,
    fname: str | StringAttr,
    x_coord: SSAValue | Operation,
    y_coord: SSAValue | Operation,
    params: SSAValue | Operation | None = None,
):
    name = StringAttr(fname) if isinstance(fname, str) else fname
    super().__init__(operands=[x_coord, y_coord, params], properties={"file": name})

DsdOpHasCanonicalizationPatternsTrait dataclass

Bases: HasCanonicalizationPatternsTrait

Source code in xdsl/dialects/csl.py
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class DsdOpHasCanonicalizationPatternsTrait(HasCanonicalizationPatternsTrait):
    @classmethod
    def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
        from xdsl.transforms.canonicalization_patterns.csl import (
            GetDsdAndLengthFolding,
            GetDsdAndOffsetFolding,
            GetDsdAndStrideFolding,
        )

        return (
            GetDsdAndOffsetFolding(),
            GetDsdAndLengthFolding(),
            GetDsdAndStrideFolding(),
        )

get_canonicalization_patterns() -> tuple[RewritePattern, ...] classmethod

Source code in xdsl/dialects/csl.py
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@classmethod
def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
    from xdsl.transforms.canonicalization_patterns.csl import (
        GetDsdAndLengthFolding,
        GetDsdAndOffsetFolding,
        GetDsdAndStrideFolding,
    )

    return (
        GetDsdAndOffsetFolding(),
        GetDsdAndLengthFolding(),
        GetDsdAndStrideFolding(),
    )

IncrementDsdOffsetOpHasCanonicalizationPatternsTrait dataclass

Bases: HasCanonicalizationPatternsTrait

Source code in xdsl/dialects/csl.py
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class IncrementDsdOffsetOpHasCanonicalizationPatternsTrait(
    HasCanonicalizationPatternsTrait
):
    @classmethod
    def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
        from xdsl.transforms.canonicalization_patterns.csl import (
            ChainedDsdOffsetFolding,
        )

        return (ChainedDsdOffsetFolding(),)

get_canonicalization_patterns() -> tuple[RewritePattern, ...] classmethod

Source code in xdsl/dialects/csl.py
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@classmethod
def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
    from xdsl.transforms.canonicalization_patterns.csl import (
        ChainedDsdOffsetFolding,
    )

    return (ChainedDsdOffsetFolding(),)

SetDsdLengthOpHasCanonicalizationPatternsTrait dataclass

Bases: HasCanonicalizationPatternsTrait

Source code in xdsl/dialects/csl.py
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class SetDsdLengthOpHasCanonicalizationPatternsTrait(HasCanonicalizationPatternsTrait):
    @classmethod
    def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
        from xdsl.transforms.canonicalization_patterns.csl import (
            ChainedDsdLengthFolding,
        )

        return (ChainedDsdLengthFolding(),)

get_canonicalization_patterns() -> tuple[RewritePattern, ...] classmethod

Source code in xdsl/dialects/csl.py
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@classmethod
def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
    from xdsl.transforms.canonicalization_patterns.csl import (
        ChainedDsdLengthFolding,
    )

    return (ChainedDsdLengthFolding(),)

SetDsdStrideOpHasCanonicalizationPatternsTrait dataclass

Bases: HasCanonicalizationPatternsTrait

Source code in xdsl/dialects/csl.py
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class SetDsdStrideOpHasCanonicalizationPatternsTrait(HasCanonicalizationPatternsTrait):
    @classmethod
    def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
        from xdsl.transforms.canonicalization_patterns.csl import (
            ChainedDsdStrideFolding,
        )

        return (ChainedDsdStrideFolding(),)

get_canonicalization_patterns() -> tuple[RewritePattern, ...] classmethod

Source code in xdsl/dialects/csl.py
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@classmethod
def get_canonicalization_patterns(cls) -> tuple[RewritePattern, ...]:
    from xdsl.transforms.canonicalization_patterns.csl import (
        ChainedDsdStrideFolding,
    )

    return (ChainedDsdStrideFolding(),)

GetMemDsdOp dataclass

Bases: _GetDsdOp

CSL built-in for DSDs of the form

@get_dsd( [ mem1d_dsd | mem4d_dsd ] .{ .tensor_access = |i, j| {$sizes[0], $sizes[1]} -> $array_var[$strides[0] * i + $offsets[0], $strides[1] * j + offsets[1]] });

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class GetMemDsdOp(_GetDsdOp):
    """
    CSL built-in for DSDs of the form

    @get_dsd( [ mem1d_dsd | mem4d_dsd ] .{
       .tensor_access = |i, j| {$sizes[0], $sizes[1]} -> $array_var[$strides[0] * i + $offsets[0], $strides[1] * j + offsets[1]]
    });
    """

    name = "csl.get_mem_dsd"
    base_addr = operand_def(base(MemRefType) | base(TensorType[Attribute]))
    tensor_access = opt_prop_def(AffineMapAttr)

    traits = traits_def(
        Pure(),
        DsdOpHasCanonicalizationPatternsTrait(),
    )

    def verify_(self) -> None:
        if self.result.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]:
            raise VerifyException("DSD type must be memory DSD")
        if self.result.type.data == DsdKind.mem1d_dsd and len(self.sizes) != 1:
            raise VerifyException(
                "DSD of type mem1d_dsd must have exactly one dimension"
            )
        if self.result.type.data == DsdKind.mem4d_dsd and (
            len(self.sizes) < 1 or len(self.sizes) > 4
        ):
            raise VerifyException(
                "DSD of type mem4d_dsd must have between 1 and 4 dimensions"
            )
        if self.tensor_access:
            if len(self.sizes) != self.tensor_access.data.num_dims:
                raise VerifyException(
                    "Dsd must have sizes specified for each dimension of the affine map"
                )
            if self.tensor_access.data.num_symbols != 0:
                raise VerifyException("Symbols on affine map not supported")

name = 'csl.get_mem_dsd' class-attribute instance-attribute

base_addr = operand_def(base(MemRefType) | base(TensorType[Attribute])) class-attribute instance-attribute

tensor_access = opt_prop_def(AffineMapAttr) class-attribute instance-attribute

traits = traits_def(Pure(), DsdOpHasCanonicalizationPatternsTrait()) class-attribute instance-attribute

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if self.result.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]:
        raise VerifyException("DSD type must be memory DSD")
    if self.result.type.data == DsdKind.mem1d_dsd and len(self.sizes) != 1:
        raise VerifyException(
            "DSD of type mem1d_dsd must have exactly one dimension"
        )
    if self.result.type.data == DsdKind.mem4d_dsd and (
        len(self.sizes) < 1 or len(self.sizes) > 4
    ):
        raise VerifyException(
            "DSD of type mem4d_dsd must have between 1 and 4 dimensions"
        )
    if self.tensor_access:
        if len(self.sizes) != self.tensor_access.data.num_dims:
            raise VerifyException(
                "Dsd must have sizes specified for each dimension of the affine map"
            )
        if self.tensor_access.data.num_symbols != 0:
            raise VerifyException("Symbols on affine map not supported")

GetFabDsdOp dataclass

Bases: _GetDsdOp

CSL built-in for DSDs of the form

@get_dsd( [ fabin_dsd | fabout_dsd ], .{ .extent = $sizes[0], .fabric_color = $fabric_color, .control = $control, # fabout_dsd only, not implemented .wavelet_index_offset = $wavelet_index_offset, # fabout_dsd only, not implemented });

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class GetFabDsdOp(_GetDsdOp):
    """
    CSL built-in for DSDs of the form

    @get_dsd( [ fabin_dsd | fabout_dsd ], .{
        .extent = $sizes[0],
        .fabric_color = $fabric_color,
        .control = $control,                            # fabout_dsd only, not implemented
        .wavelet_index_offset = $wavelet_index_offset,  # fabout_dsd only, not implemented
    });
    """

    name = "csl.get_fab_dsd"
    fabric_color = prop_def(ColorIdAttr)
    queue_id = prop_def(QueueIdAttr)
    control = opt_prop_def(BoolAttr)
    wavelet_index_offset = opt_prop_def(BoolAttr)

    def verify_(self) -> None:
        if self.result.type.data not in [DsdKind.fabin_dsd, DsdKind.fabout_dsd]:
            raise VerifyException("DSD type must be fabric DSD")
        if len(self.sizes) != 1:
            raise VerifyException("Fabric DSDs must have exactly one dimension")
        if self.result.type.data == DsdKind.fabin_dsd and (
            self.control is not None or self.wavelet_index_offset is not None
        ):
            raise VerifyException(
                "DSD of type fabin_dsd cannot specify control and wavelet_index_offset"
            )

name = 'csl.get_fab_dsd' class-attribute instance-attribute

fabric_color = prop_def(ColorIdAttr) class-attribute instance-attribute

queue_id = prop_def(QueueIdAttr) class-attribute instance-attribute

control = opt_prop_def(BoolAttr) class-attribute instance-attribute

wavelet_index_offset = opt_prop_def(BoolAttr) class-attribute instance-attribute

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if self.result.type.data not in [DsdKind.fabin_dsd, DsdKind.fabout_dsd]:
        raise VerifyException("DSD type must be fabric DSD")
    if len(self.sizes) != 1:
        raise VerifyException("Fabric DSDs must have exactly one dimension")
    if self.result.type.data == DsdKind.fabin_dsd and (
        self.control is not None or self.wavelet_index_offset is not None
    ):
        raise VerifyException(
            "DSD of type fabin_dsd cannot specify control and wavelet_index_offset"
        )

SetDsdBaseAddrOp dataclass

Bases: IRDLOperation

Returns a clone of the DSD with a different base_addr. Only works on memory DSDs, i.e. mem1d_dsd or mem4d_dsd.

Implements the CSL built-in @set_dsd_base_addr(input_dsd, base_addr)

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class SetDsdBaseAddrOp(IRDLOperation):
    """
    Returns a clone of the DSD with a different base_addr.
    Only works on memory DSDs, i.e. mem1d_dsd or mem4d_dsd.

    Implements the CSL built-in
    @set_dsd_base_addr(input_dsd, base_addr)
    """

    name = "csl.set_dsd_base_addr"

    op = operand_def(DsdType)
    base_addr = operand_def(
        base(MemRefType) | base(TensorType[Attribute]) | base(PtrType)
    )
    result = result_def(DsdType)

    traits = traits_def(Pure())

    def verify_(self) -> None:
        if (
            not isinstance(self.op.type, DsdType)
            or self.result.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
            or self.op.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
        ):
            raise VerifyException(f"{self.name} must operate on mem1d_dsd or mem4d_dsd")
        if (
            isinstance(self.base_addr.type, PtrType)
            and not self.base_addr.type.kind.data == PtrKind.MANY
        ):
            raise VerifyException(
                f"{self.name} cannot operate on pointers of kind {self.base_addr.type}"
            )

name = 'csl.set_dsd_base_addr' class-attribute instance-attribute

op = operand_def(DsdType) class-attribute instance-attribute

base_addr = operand_def(base(MemRefType) | base(TensorType[Attribute]) | base(PtrType)) class-attribute instance-attribute

result = result_def(DsdType) class-attribute instance-attribute

traits = traits_def(Pure()) class-attribute instance-attribute

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if (
        not isinstance(self.op.type, DsdType)
        or self.result.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
        or self.op.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
    ):
        raise VerifyException(f"{self.name} must operate on mem1d_dsd or mem4d_dsd")
    if (
        isinstance(self.base_addr.type, PtrType)
        and not self.base_addr.type.kind.data == PtrKind.MANY
    ):
        raise VerifyException(
            f"{self.name} cannot operate on pointers of kind {self.base_addr.type}"
        )

IncrementDsdOffsetOp dataclass

Bases: IRDLOperation

Returns a clone of the DSD with a different offset Only works on memory DSDs, i.e. mem1d_dsd or mem4d_dsd.

Implements the CSL built-in @increment_dsd_offset(input_dsd, offset, elem_type)

where offset is a 16-bit signed int that may be negative, and elem_type is used to convert offset into words (any u,i,f type of 16,32 bit) elem_type should be derived by the printer

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class IncrementDsdOffsetOp(IRDLOperation):
    """
    Returns a clone of the DSD with a different offset
    Only works on memory DSDs, i.e. mem1d_dsd or mem4d_dsd.

    Implements the CSL built-in
    @increment_dsd_offset(input_dsd, offset, elem_type)

    where offset is a 16-bit signed int that may be negative,
    and elem_type is used to convert offset into words (any u,i,f type of 16,32 bit)
    elem_type should be derived by the printer
    """

    name = "csl.increment_dsd_offset"

    op = operand_def(DsdType)
    offset = operand_def(eq(i16) | eq(i16_value))
    elem_type = prop_def(DsdElementTypeConstr)
    result = result_def(DsdType)

    traits = traits_def(Pure(), IncrementDsdOffsetOpHasCanonicalizationPatternsTrait())

    def verify_(self) -> None:
        if (
            not isinstance(self.op.type, DsdType)
            or self.result.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
            or self.op.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
        ):
            raise VerifyException(f"{self.name} must operate on mem1d_dsd or mem4d_dsd")

name = 'csl.increment_dsd_offset' class-attribute instance-attribute

op = operand_def(DsdType) class-attribute instance-attribute

offset = operand_def(eq(i16) | eq(i16_value)) class-attribute instance-attribute

elem_type = prop_def(DsdElementTypeConstr) class-attribute instance-attribute

result = result_def(DsdType) class-attribute instance-attribute

traits = traits_def(Pure(), IncrementDsdOffsetOpHasCanonicalizationPatternsTrait()) class-attribute instance-attribute

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if (
        not isinstance(self.op.type, DsdType)
        or self.result.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
        or self.op.type.data not in [DsdKind.mem1d_dsd, DsdKind.mem4d_dsd]
    ):
        raise VerifyException(f"{self.name} must operate on mem1d_dsd or mem4d_dsd")

SetDsdLengthOp dataclass

Bases: IRDLOperation

Returns a clone of the DSD with a different length Only works on 1-dimensional DSDs, i.e., mem1d_dsd and any fabric DSDs

Implements the CSL built-in @set_dsd_length(input_dsd, length)

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class SetDsdLengthOp(IRDLOperation):
    """
    Returns a clone of the DSD with a different length
    Only works on 1-dimensional DSDs, i.e., mem1d_dsd and any fabric DSDs

    Implements the CSL built-in
    @set_dsd_length(input_dsd, length)
    """

    name = "csl.set_dsd_length"
    op = operand_def(DsdType)
    length = operand_def(eq(i16) | eq(u16_value))
    result = result_def(DsdType)

    traits = traits_def(Pure(), SetDsdLengthOpHasCanonicalizationPatternsTrait())

    def verify_(self) -> None:
        if (
            not isinstance(self.op.type, DsdType)
            or self.result.type.data == DsdKind.mem4d_dsd
        ):
            raise VerifyException(
                f"{self.name} must operate on one-dimensional DSD types"
            )

name = 'csl.set_dsd_length' class-attribute instance-attribute

op = operand_def(DsdType) class-attribute instance-attribute

length = operand_def(eq(i16) | eq(u16_value)) class-attribute instance-attribute

result = result_def(DsdType) class-attribute instance-attribute

traits = traits_def(Pure(), SetDsdLengthOpHasCanonicalizationPatternsTrait()) class-attribute instance-attribute

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if (
        not isinstance(self.op.type, DsdType)
        or self.result.type.data == DsdKind.mem4d_dsd
    ):
        raise VerifyException(
            f"{self.name} must operate on one-dimensional DSD types"
        )

SetDsdStrideOp dataclass

Bases: IRDLOperation

Returns a clone of the DSD with a different stride Only works mem1d_dsd

Implements the CSL built-in @set_dsd_stride(input_dsd, stride)

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class SetDsdStrideOp(IRDLOperation):
    """
    Returns a clone of the DSD with a different stride
    Only works mem1d_dsd

    Implements the CSL built-in
    @set_dsd_stride(input_dsd, stride)
    """

    name = "csl.set_dsd_stride"
    op = operand_def(DsdType)
    stride = operand_def(eq(i8) | eq(i8_value))
    result = result_def(DsdType)

    traits = traits_def(Pure(), SetDsdStrideOpHasCanonicalizationPatternsTrait())

    def verify_(self) -> None:
        if (
            not isinstance(self.op.type, DsdType)
            or self.result.type.data != DsdKind.mem1d_dsd
        ):
            raise VerifyException(f"{self.name} can only operate on mem1d_dsd type")

name = 'csl.set_dsd_stride' class-attribute instance-attribute

op = operand_def(DsdType) class-attribute instance-attribute

stride = operand_def(eq(i8) | eq(i8_value)) class-attribute instance-attribute

result = result_def(DsdType) class-attribute instance-attribute

traits = traits_def(Pure(), SetDsdStrideOpHasCanonicalizationPatternsTrait()) class-attribute instance-attribute

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if (
        not isinstance(self.op.type, DsdType)
        or self.result.type.data != DsdKind.mem1d_dsd
    ):
        raise VerifyException(f"{self.name} can only operate on mem1d_dsd type")

BuiltinDsdOp dataclass

Bases: IRDLOperation, ABC

Source code in xdsl/dialects/csl.py
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class BuiltinDsdOp(IRDLOperation, ABC):
    ops = var_operand_def()

    SIGNATURES: ClassVar[FunctionSignatures]

    def verify_(self) -> None:
        def typcheck(
            op_typ: Attribute,
            sig_typ: Attribute | type[Attribute],
        ) -> bool:
            if isinstance(sig_typ, type):
                return (sig_typ == DsdType and isa(op_typ, MemRefType)) or isinstance(
                    op_typ, sig_typ
                )
            else:
                return op_typ == sig_typ

        for sig in self.SIGNATURES:
            if len(self.ops) == len(sig):
                if all(typcheck(op.type, sig_t) for (op, sig_t) in zip(self.ops, sig)):
                    return
        raise VerifyException("Cannot find matching type signature")

ops = var_operand_def() class-attribute instance-attribute

SIGNATURES: FunctionSignatures class-attribute

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    def typcheck(
        op_typ: Attribute,
        sig_typ: Attribute | type[Attribute],
    ) -> bool:
        if isinstance(sig_typ, type):
            return (sig_typ == DsdType and isa(op_typ, MemRefType)) or isinstance(
                op_typ, sig_typ
            )
        else:
            return op_typ == sig_typ

    for sig in self.SIGNATURES:
        if len(self.ops) == len(sig):
            if all(typcheck(op.type, sig_t) for (op, sig_t) in zip(self.ops, sig)):
                return
    raise VerifyException("Cannot find matching type signature")

SymmetricBinary16BitOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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class SymmetricBinary16BitOp(BuiltinDsdOp):
    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, i16_value, DsdType),
        (DsdType, u16_value, DsdType),
        (DsdType, DsdType, i16_value),
        (DsdType, DsdType, u16_value),
    ]

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, i16_value, DsdType), (DsdType, u16_value, DsdType), (DsdType, DsdType, i16_value), (DsdType, DsdType, u16_value)] class-attribute

Unary16BitOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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class Unary16BitOp(BuiltinDsdOp):
    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, i16_value),
        (DsdType, u16_value),
    ]

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, i16_value), (DsdType, u16_value)] class-attribute

Add16Op dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Add16Op(SymmetricBinary16BitOp):
    name = "csl.add16"

name = 'csl.add16' class-attribute instance-attribute

Add16cOp dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Add16cOp(SymmetricBinary16BitOp):
    name = "csl.addc16"

name = 'csl.addc16' class-attribute instance-attribute

And16Op dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class And16Op(SymmetricBinary16BitOp):
    name = "csl.and16"

name = 'csl.and16' class-attribute instance-attribute

ClzOp dataclass

Bases: Unary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ClzOp(Unary16BitOp):
    name = "csl.clz"

name = 'csl.clz' class-attribute instance-attribute

CtzOp dataclass

Bases: Unary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class CtzOp(Unary16BitOp):
    name = "csl.ctz"

name = 'csl.ctz' class-attribute instance-attribute

FabshOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FabshOp(BuiltinDsdOp):
    name = "csl.fabsh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float16Type),
    ]

name = 'csl.fabsh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float16Type)] class-attribute

FabssOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FabssOp(BuiltinDsdOp):
    name = "csl.fabss"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float32Type),
    ]

name = 'csl.fabss' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float32Type)] class-attribute

FaddhOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FaddhOp(BuiltinDsdOp):
    name = "csl.faddh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float16Type, DsdType),
        (DsdType, DsdType, Float16Type),
        (f16_pointer, Float16Type, DsdType),
    ]

name = 'csl.faddh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float16Type, DsdType), (DsdType, DsdType, Float16Type), (f16_pointer, Float16Type, DsdType)] class-attribute

FaddhsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FaddhsOp(BuiltinDsdOp):
    name = "csl.faddhs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float16Type, DsdType),
        (DsdType, DsdType, Float16Type),
        (f32_pointer, Float32Type, DsdType),
    ]

name = 'csl.faddhs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float16Type, DsdType), (DsdType, DsdType, Float16Type), (f32_pointer, Float32Type, DsdType)] class-attribute

FaddsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FaddsOp(BuiltinDsdOp):
    name = "csl.fadds"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float32Type, DsdType),
        (DsdType, DsdType, Float32Type),
        (f32_pointer, Float32Type, DsdType),
    ]

name = 'csl.fadds' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float32Type, DsdType), (DsdType, DsdType, Float32Type), (f32_pointer, Float32Type, DsdType)] class-attribute

Fh2sOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Fh2sOp(BuiltinDsdOp):
    name = "csl.fh2s"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float16Type),
    ]

name = 'csl.fh2s' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float16Type)] class-attribute

Fh2xp16Op dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Fh2xp16Op(BuiltinDsdOp):
    name = "csl.fh2xp16"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float16Type),
        (i16_pointer, Float16Type),
    ]

name = 'csl.fh2xp16' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float16Type), (i16_pointer, Float16Type)] class-attribute

FmachOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmachOp(BuiltinDsdOp):
    name = "csl.fmach"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType, Float16Type)
    ]

name = 'csl.fmach' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType, Float16Type)] class-attribute

FmachsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmachsOp(BuiltinDsdOp):
    name = "csl.fmachs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType, Float16Type)
    ]

name = 'csl.fmachs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType, Float16Type)] class-attribute

FmacsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmacsOp(BuiltinDsdOp):
    name = "csl.fmacs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType, Float32Type)
    ]

name = 'csl.fmacs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType, Float32Type)] class-attribute

FmaxhOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmaxhOp(BuiltinDsdOp):
    name = "csl.fmaxh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float16Type, DsdType),
        (DsdType, DsdType, Float16Type),
        (f16_pointer, Float16Type, DsdType),
    ]

name = 'csl.fmaxh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float16Type, DsdType), (DsdType, DsdType, Float16Type), (f16_pointer, Float16Type, DsdType)] class-attribute

FmaxsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmaxsOp(BuiltinDsdOp):
    name = "csl.fmaxs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float32Type, DsdType),
        (DsdType, DsdType, Float32Type),
        (f32_pointer, Float32Type, DsdType),
    ]

name = 'csl.fmaxs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float32Type, DsdType), (DsdType, DsdType, Float32Type), (f32_pointer, Float32Type, DsdType)] class-attribute

FmovhOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmovhOp(BuiltinDsdOp):
    name = "csl.fmovh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (f16_pointer, DsdType),
        (DsdType, Float16Type),
    ]

name = 'csl.fmovh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (f16_pointer, DsdType), (DsdType, Float16Type)] class-attribute

FmovsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmovsOp(BuiltinDsdOp):
    name = "csl.fmovs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (f32_pointer, DsdType),
        (DsdType, Float32Type),
    ]

name = 'csl.fmovs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (f32_pointer, DsdType), (DsdType, Float32Type)] class-attribute

FmulhOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmulhOp(BuiltinDsdOp):
    name = "csl.fmulh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float16Type, DsdType),
        (DsdType, DsdType, Float16Type),
        (f16_pointer, Float16Type, DsdType),
    ]

name = 'csl.fmulh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float16Type, DsdType), (DsdType, DsdType, Float16Type), (f16_pointer, Float16Type, DsdType)] class-attribute

FmulsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FmulsOp(BuiltinDsdOp):
    name = "csl.fmuls"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float32Type, DsdType),
        (DsdType, DsdType, Float32Type),
        (f32_pointer, Float32Type, DsdType),
    ]

name = 'csl.fmuls' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float32Type, DsdType), (DsdType, DsdType, Float32Type), (f32_pointer, Float32Type, DsdType)] class-attribute

FneghOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FneghOp(BuiltinDsdOp):
    name = "csl.fnegh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float16Type),
    ]

name = 'csl.fnegh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float16Type)] class-attribute

FnegsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FnegsOp(BuiltinDsdOp):
    name = "csl.fnegs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float32Type),
    ]

name = 'csl.fnegs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float32Type)] class-attribute

FnormhOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FnormhOp(BuiltinDsdOp):
    name = "csl.fnormh"

    SIGNATURES: ClassVar[FunctionSignatures] = [(f16_pointer, Float16Type)]

name = 'csl.fnormh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(f16_pointer, Float16Type)] class-attribute

FnormsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FnormsOp(BuiltinDsdOp):
    name = "csl.fnorms"

    SIGNATURES: ClassVar[FunctionSignatures] = [(f32_pointer, Float32Type)]

name = 'csl.fnorms' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(f32_pointer, Float32Type)] class-attribute

Fs2hOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Fs2hOp(BuiltinDsdOp):
    name = "csl.fs2h"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float32Type),
    ]

name = 'csl.fs2h' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float32Type)] class-attribute

Fs2xp16Op dataclass

Bases: BuiltinDsdOp

Implements @fs2xp16 Note: this actually converts to i16, not to i32

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Fs2xp16Op(BuiltinDsdOp):
    """
    Implements @fs2xp16
    Note: this actually converts to i16, not to i32
    """

    name = "csl.fs2xp16"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, Float32Type),
        (i16_pointer, Float32Type),
    ]

name = 'csl.fs2xp16' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, Float32Type), (i16_pointer, Float32Type)] class-attribute

FscalehOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FscalehOp(BuiltinDsdOp):
    name = "csl.fscaleh"

    SIGNATURES: ClassVar[FunctionSignatures] = [(f16_pointer, Float16Type, i16_value)]

name = 'csl.fscaleh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(f16_pointer, Float16Type, i16_value)] class-attribute

FscalesOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FscalesOp(BuiltinDsdOp):
    name = "csl.fscales"

    SIGNATURES: ClassVar[FunctionSignatures] = [(f32_pointer, Float32Type, i16_value)]

name = 'csl.fscales' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(f32_pointer, Float32Type, i16_value)] class-attribute

FsubhOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FsubhOp(BuiltinDsdOp):
    name = "csl.fsubh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float16Type, DsdType),
        (DsdType, DsdType, Float16Type),
        (f16_pointer, Float16Type, DsdType),
    ]

name = 'csl.fsubh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float16Type, DsdType), (DsdType, DsdType, Float16Type), (f16_pointer, Float16Type, DsdType)] class-attribute

FsubsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class FsubsOp(BuiltinDsdOp):
    name = "csl.fsubs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, Float32Type, DsdType),
        (DsdType, DsdType, Float32Type),
        (f32_pointer, Float32Type, DsdType),
    ]

name = 'csl.fsubs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, Float32Type, DsdType), (DsdType, DsdType, Float32Type), (f32_pointer, Float32Type, DsdType)] class-attribute

Mov16Op dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Mov16Op(BuiltinDsdOp):
    name = "csl.mov16"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (i16_pointer, DsdType),
        (u16_pointer, DsdType),
        (DsdType, i16_value),
        (DsdType, u16_value),
    ]

name = 'csl.mov16' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (i16_pointer, DsdType), (u16_pointer, DsdType), (DsdType, i16_value), (DsdType, u16_value)] class-attribute

Mov32Op dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Mov32Op(BuiltinDsdOp):
    name = "csl.mov32"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (i32_pointer, DsdType),
        (u32_pointer, DsdType),
        (DsdType, i32_value),
        (DsdType, u32_value),
    ]

name = 'csl.mov32' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (i32_pointer, DsdType), (u32_pointer, DsdType), (DsdType, i32_value), (DsdType, u32_value)] class-attribute

Or16Op dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Or16Op(SymmetricBinary16BitOp):
    name = "csl.or16"

name = 'csl.or16' class-attribute instance-attribute

PopcntOp dataclass

Bases: Unary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class PopcntOp(Unary16BitOp):
    name = "csl.popcnt"

name = 'csl.popcnt' class-attribute instance-attribute

Sar16Op dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Sar16Op(SymmetricBinary16BitOp):
    name = "csl.sar16"

name = 'csl.sar16' class-attribute instance-attribute

Sll16Op dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Sll16Op(SymmetricBinary16BitOp):
    name = "csl.sll16"

name = 'csl.sll16' class-attribute instance-attribute

Slr16Op dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Slr16Op(SymmetricBinary16BitOp):
    name = "csl.slr16"

name = 'csl.slr16' class-attribute instance-attribute

Sub16Op dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Sub16Op(BuiltinDsdOp):
    name = "csl.sub16"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType, DsdType),
        (DsdType, DsdType, i16_value),
        (DsdType, DsdType, u16_value),
    ]

name = 'csl.sub16' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType, DsdType), (DsdType, DsdType, i16_value), (DsdType, DsdType, u16_value)] class-attribute

Xor16Op dataclass

Bases: SymmetricBinary16BitOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Xor16Op(SymmetricBinary16BitOp):
    name = "csl.xor16"

name = 'csl.xor16' class-attribute instance-attribute

Xp162fhOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Xp162fhOp(BuiltinDsdOp):
    name = "csl.xp162fh"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, i16_value),
        (DsdType, u16_value),
    ]

name = 'csl.xp162fh' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, i16_value), (DsdType, u16_value)] class-attribute

Xp162fsOp dataclass

Bases: BuiltinDsdOp

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class Xp162fsOp(BuiltinDsdOp):
    name = "csl.xp162fs"

    SIGNATURES: ClassVar[FunctionSignatures] = [
        (DsdType, DsdType),
        (DsdType, i16_value),
        (DsdType, u16_value),
    ]

name = 'csl.xp162fs' class-attribute instance-attribute

SIGNATURES: FunctionSignatures = [(DsdType, DsdType), (DsdType, i16_value), (DsdType, u16_value)] class-attribute

SymbolExportOp

Bases: IRDLOperation

This op does not correspond to any particular csl operation, it allows a symbol to be exported in a single operation in both layout and program module.

It corresponds to @export_name in layout and @export_symbol in program.

This op comes in two modes
  • var_name: StringAttr, type: PtrType, value: Op(PtrType)
  • var_name: SymbolRefAttr, type: FunctionType, value: None
Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class SymbolExportOp(IRDLOperation):
    """
    This op does not correspond to any particular csl operation, it allows a symbol
    to be exported in a single operation in both layout and program module.

    It corresponds to @export_name in layout and @export_symbol in program.

    This op comes in two modes:
      * var_name: StringAttr,    type: PtrType,      value: Op(PtrType)
      * var_name: SymbolRefAttr, type: FunctionType, value: None
    """

    name = "csl.export"

    traits = traits_def(InModuleKind(ModuleKind.PROGRAM))

    value = opt_operand_def(PtrType)

    var_name = prop_def(base(StringAttr) | base(SymbolRefAttr))

    type = prop_def(base(PtrType) | base(FunctionType))

    def __init__(self, sym_name: str | StringAttr, type_or_op: SSAValue | FunctionType):
        var_name: StringAttr | SymbolRefAttr = (
            StringAttr(sym_name) if isinstance(sym_name, str) else sym_name
        )

        if isinstance(type_or_op, SSAValue):
            assert isinstance(type_or_op.type, PtrType)
            sym_type, ops = type_or_op.type, [type_or_op]
        else:
            var_name = SymbolRefAttr(var_name)
            sym_type, ops = type_or_op, list[list[SSAValue]]([[]])

        super().__init__(
            operands=ops, properties={"var_name": var_name, "type": sym_type}
        )

    def get_name(self) -> str:
        match self.var_name:
            case StringAttr(data=data):
                return data
            case SymbolRefAttr():
                return self.var_name.string_value()

    def verify_(self) -> None:
        if isinstance(self.var_name, StringAttr):
            if self.value is None:
                raise VerifyException(
                    "When passing var_name as a string, operand also has to be supplied"
                )
            if not isinstance(self.type, PtrType):
                raise VerifyException(
                    "When passing operand and name as string, type has to be a pointer type"
                )
            if self.value.type != self.type:
                raise VerifyException(
                    "Type of the operand has to match the type property"
                )
        else:  # self.var_name is SymbolRefAttr
            if self.value is not None:
                raise VerifyException(
                    "When passing var_name as a symbol, operand cannot be supplied"
                )
            if not isinstance(self.type, FunctionType):
                raise VerifyException(
                    "When passing a symbol, type has to be a function type"
                )

        return super().verify_()

name = 'csl.export' class-attribute instance-attribute

traits = traits_def(InModuleKind(ModuleKind.PROGRAM)) class-attribute instance-attribute

value = opt_operand_def(PtrType) class-attribute instance-attribute

var_name = prop_def(base(StringAttr) | base(SymbolRefAttr)) class-attribute instance-attribute

type = prop_def(base(PtrType) | base(FunctionType)) class-attribute instance-attribute

__init__(sym_name: str | StringAttr, type_or_op: SSAValue | FunctionType)

Source code in xdsl/dialects/csl.py
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def __init__(self, sym_name: str | StringAttr, type_or_op: SSAValue | FunctionType):
    var_name: StringAttr | SymbolRefAttr = (
        StringAttr(sym_name) if isinstance(sym_name, str) else sym_name
    )

    if isinstance(type_or_op, SSAValue):
        assert isinstance(type_or_op.type, PtrType)
        sym_type, ops = type_or_op.type, [type_or_op]
    else:
        var_name = SymbolRefAttr(var_name)
        sym_type, ops = type_or_op, list[list[SSAValue]]([[]])

    super().__init__(
        operands=ops, properties={"var_name": var_name, "type": sym_type}
    )

get_name() -> str

Source code in xdsl/dialects/csl.py
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def get_name(self) -> str:
    match self.var_name:
        case StringAttr(data=data):
            return data
        case SymbolRefAttr():
            return self.var_name.string_value()

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    if isinstance(self.var_name, StringAttr):
        if self.value is None:
            raise VerifyException(
                "When passing var_name as a string, operand also has to be supplied"
            )
        if not isinstance(self.type, PtrType):
            raise VerifyException(
                "When passing operand and name as string, type has to be a pointer type"
            )
        if self.value.type != self.type:
            raise VerifyException(
                "Type of the operand has to match the type property"
            )
    else:  # self.var_name is SymbolRefAttr
        if self.value is not None:
            raise VerifyException(
                "When passing var_name as a symbol, operand cannot be supplied"
            )
        if not isinstance(self.type, FunctionType):
            raise VerifyException(
                "When passing a symbol, type has to be a function type"
            )

    return super().verify_()

AddressOfFnOp

Bases: IRDLOperation

Takes the address of a function from symbol ref.

Result has to have kind SINGLE and constness CONST

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class AddressOfFnOp(IRDLOperation):
    """
    Takes the address of a function from symbol ref.

    Result has to have kind SINGLE and constness CONST
    """

    name = "csl.addressof_fn"
    fn_name = prop_def(SymbolRefAttr)

    res = result_def(PtrType)

    def __init__(self, fn: FuncOp):
        fn_name = SymbolRefAttr(fn.sym_name)
        res = PtrType(
            fn.function_type,
            PtrKindAttr(PtrKind.SINGLE),
            PtrConstAttr(PtrConst.CONST),
        )

        super().__init__(properties={"fn_name": fn_name}, result_types=[res])

    def verify_(self) -> None:
        ty = self.res.type
        assert isa(ty, PtrType)
        if not isa(ty.type, FunctionType):
            raise VerifyException("Pointed to type must be a function type")
        if ty.kind.data != PtrKind.SINGLE:
            raise VerifyException("Pointer kind must be 'single'")

        if ty.constness.data != PtrConst.CONST:
            raise VerifyException("Function pointers must be const")

        return super().verify_()

name = 'csl.addressof_fn' class-attribute instance-attribute

fn_name = prop_def(SymbolRefAttr) class-attribute instance-attribute

res = result_def(PtrType) class-attribute instance-attribute

__init__(fn: FuncOp)

Source code in xdsl/dialects/csl.py
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def __init__(self, fn: FuncOp):
    fn_name = SymbolRefAttr(fn.sym_name)
    res = PtrType(
        fn.function_type,
        PtrKindAttr(PtrKind.SINGLE),
        PtrConstAttr(PtrConst.CONST),
    )

    super().__init__(properties={"fn_name": fn_name}, result_types=[res])

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    ty = self.res.type
    assert isa(ty, PtrType)
    if not isa(ty.type, FunctionType):
        raise VerifyException("Pointed to type must be a function type")
    if ty.kind.data != PtrKind.SINGLE:
        raise VerifyException("Pointer kind must be 'single'")

    if ty.constness.data != PtrConst.CONST:
        raise VerifyException("Function pointers must be const")

    return super().verify_()

AddressOfOp

Bases: IRDLOperation

Take the address of a scalar or an array (memref)

When taking the address of an array, the type of the returned pointer can be either a single pointer to the array or a many pointer to its contained type.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class AddressOfOp(IRDLOperation):
    """
    Take the address of a scalar or an array (memref)

    When taking the address of an array, the type of the returned pointer can
    be either a single pointer to the array or a many pointer to its contained type.
    """

    name = "csl.addressof"

    value = operand_def()
    res = result_def(PtrType)

    traits = traits_def(NoMemoryEffect())

    def __init__(self, value: SSAValue | Operation, result_type: PtrType):
        super().__init__(operands=[value], result_types=[result_type])

    def _verify_memref_addr(self, val_ty: MemRefType, res_ty: PtrType):
        """
        Verify that if the address of a memref is taken, the resulting pointer is either:
        - A single pointer to the array type or
        - A many pointer to the array element type

        E.g.
        ```zig
            const x: [10]f32;
            const arr_ptr: *[10]f32 = &x;
            const elem_ptr: [*]f32 = &x;
            // const invalid: [*]i32 = &x;
            // const invalid: *f32 = &x;
            // const invalid: [*][10]f32 = &x;
        ```
        """

        # GetDsdOp(DsdType(DsdKind("mem4d_dsd")), self.prev_op.prev_op.results[0],
        #          list((self.prev_op.prev_op.results[1], self.prev_op.prev_op.results[1])))
        res_elem_ty = res_ty.get_element_type()
        if res_elem_ty == val_ty.get_element_type():
            if res_ty.kind.data != PtrKind.MANY:
                raise VerifyException(
                    f"The kind of scalar pointer to array has to be {PtrKind.MANY.value}"
                )
        elif res_elem_ty == val_ty:
            if res_ty.kind.data != PtrKind.SINGLE:
                raise VerifyException(
                    f"The kind of array pointer to array has to be {PtrKind.SINGLE.value}"
                )
        else:
            raise VerifyException(
                "Contained type of the result pointer must match the contained type of the operand memref or the memref itself"
            )

    def verify_(self) -> None:
        val_ty = self.value.type
        res_ty = self.res.type
        if isa(val_ty, MemRefType):
            self._verify_memref_addr(val_ty, res_ty)
        else:
            if res_ty.get_element_type() != val_ty:
                raise VerifyException(
                    "Contained type of the result pointer must match the operand type"
                )
        return super().verify_()

name = 'csl.addressof' class-attribute instance-attribute

value = operand_def() class-attribute instance-attribute

res = result_def(PtrType) class-attribute instance-attribute

traits = traits_def(NoMemoryEffect()) class-attribute instance-attribute

__init__(value: SSAValue | Operation, result_type: PtrType)

Source code in xdsl/dialects/csl.py
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def __init__(self, value: SSAValue | Operation, result_type: PtrType):
    super().__init__(operands=[value], result_types=[result_type])

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    val_ty = self.value.type
    res_ty = self.res.type
    if isa(val_ty, MemRefType):
        self._verify_memref_addr(val_ty, res_ty)
    else:
        if res_ty.get_element_type() != val_ty:
            raise VerifyException(
                "Contained type of the result pointer must match the operand type"
            )
    return super().verify_()

RpcOp dataclass

Bases: IRDLOperation

represents a call to @rpc

When printing should wrap id in @get_data_task_id

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class RpcOp(IRDLOperation):
    """
    represents a call to `@rpc`

    When printing should wrap id in `@get_data_task_id`
    """

    name = "csl.rpc"

    traits = traits_def(InModuleKind(ModuleKind.PROGRAM))

    id = operand_def(ColorType)

name = 'csl.rpc' class-attribute instance-attribute

traits = traits_def(InModuleKind(ModuleKind.PROGRAM)) class-attribute instance-attribute

id = operand_def(ColorType) class-attribute instance-attribute

ParamOp

Bases: IRDLOperation

Represents param declarations in CSL

Whilst we can inline most things, the result of memcpy get_params function still has to be passed as param.

It can also be useful to change some configuration parameters from the command line by passing params to the compiler.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ParamOp(IRDLOperation):
    """
    Represents `param` declarations in CSL

    Whilst we can inline most things, the result of memcpy `get_params`
    function still has to be passed as `param`.

    It can also be useful to change some configuration parameters from the
    command line by passing params to the compiler.
    """

    T: ClassVar = VarConstraint("T", ParamOpAttrConstr)

    name = "csl.param"

    traits = traits_def(HasParent(CslModuleOp))  # has to be at top level

    param_name = prop_def(StringAttr)
    init_value = opt_operand_def(T)

    res = result_def(T)

    def __init__(
        self,
        name: str,
        result_type: ParamOpAttr,
        init_value: SSAValue | Operation | None = None,
    ):
        super().__init__(
            operands=[init_value],
            result_types=[result_type],
            properties={"param_name": StringAttr(name)},
        )

T: ClassVar = VarConstraint('T', ParamOpAttrConstr) class-attribute instance-attribute

name = 'csl.param' class-attribute instance-attribute

traits = traits_def(HasParent(CslModuleOp)) class-attribute instance-attribute

param_name = prop_def(StringAttr) class-attribute instance-attribute

init_value = opt_operand_def(T) class-attribute instance-attribute

res = result_def(T) class-attribute instance-attribute

__init__(name: str, result_type: ParamOpAttr, init_value: SSAValue | Operation | None = None)

Source code in xdsl/dialects/csl.py
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def __init__(
    self,
    name: str,
    result_type: ParamOpAttr,
    init_value: SSAValue | Operation | None = None,
):
    super().__init__(
        operands=[init_value],
        result_types=[result_type],
        properties={"param_name": StringAttr(name)},
    )

SignednessCastOp

Bases: IRDLOperation

Cast that throws away signedness attributes

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class SignednessCastOp(IRDLOperation):
    """
    Cast that throws away signedness attributes
    """

    traits = traits_def(NoMemoryEffect())

    name = "csl.mlir.signedness_cast"

    inp = operand_def(IntegerType)

    result = result_def(IntegerType)

    assembly_format = "$inp attr-dict `:` type($inp) `to` type($result)"

    def __init__(
        self, op: SSAValue | Operation, result_type: IntegerType | None = None
    ):
        """
        Create a signedness cast op.

        If result_type is not provided, the signedness of the input type will be reversed in the following way:
        - Unsigned => Signless
        - Signed => Unsigned
        - Signless => Unsigned
        """
        if result_type is None:
            typ = op.results[0].type if isinstance(op, Operation) else op.type
            assert isa(typ, IntegerType)
            result_type = IntegerType(
                typ.width,
                (
                    Signedness.SIGNLESS
                    if typ.signedness.data == Signedness.UNSIGNED
                    else Signedness.UNSIGNED
                ),
            )
        super().__init__(operands=[op], result_types=[result_type])

    def verify_(self) -> None:
        assert isa(self.inp.type, IntegerType)
        assert isinstance(self.result.type, IntegerType)
        if self.inp.type.width != self.result.type.width:
            raise VerifyException("Input and output type must be of same bitwidth")
        if self.inp.type.signedness == self.result.type.signedness:
            raise VerifyException(
                "Input and output type must be of different signedness"
            )

traits = traits_def(NoMemoryEffect()) class-attribute instance-attribute

name = 'csl.mlir.signedness_cast' class-attribute instance-attribute

inp = operand_def(IntegerType) class-attribute instance-attribute

result = result_def(IntegerType) class-attribute instance-attribute

assembly_format = '$inp attr-dict `:` type($inp) `to` type($result)' class-attribute instance-attribute

__init__(op: SSAValue | Operation, result_type: IntegerType | None = None)

Create a signedness cast op.

If result_type is not provided, the signedness of the input type will be reversed in the following way: - Unsigned => Signless - Signed => Unsigned - Signless => Unsigned

Source code in xdsl/dialects/csl.py
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def __init__(
    self, op: SSAValue | Operation, result_type: IntegerType | None = None
):
    """
    Create a signedness cast op.

    If result_type is not provided, the signedness of the input type will be reversed in the following way:
    - Unsigned => Signless
    - Signed => Unsigned
    - Signless => Unsigned
    """
    if result_type is None:
        typ = op.results[0].type if isinstance(op, Operation) else op.type
        assert isa(typ, IntegerType)
        result_type = IntegerType(
            typ.width,
            (
                Signedness.SIGNLESS
                if typ.signedness.data == Signedness.UNSIGNED
                else Signedness.UNSIGNED
            ),
        )
    super().__init__(operands=[op], result_types=[result_type])

verify_() -> None

Source code in xdsl/dialects/csl.py
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def verify_(self) -> None:
    assert isa(self.inp.type, IntegerType)
    assert isinstance(self.result.type, IntegerType)
    if self.inp.type.width != self.result.type.width:
        raise VerifyException("Input and output type must be of same bitwidth")
    if self.inp.type.signedness == self.result.type.signedness:
        raise VerifyException(
            "Input and output type must be of different signedness"
        )

ConcatStructOp

Bases: IRDLOperation

Concatenate two compile-time known structs

@concat_structs(this_struct, another_struct);

this_struct and another_struct are comptime expressions of anonymous struct type.

Attempting to concatenate a struct with named fields and a struct with nameless fields (e.g. .{1, 2}) results in an error.

Attempting to concatenate two structs with overlapping named fields also results in an error.

Source code in xdsl/dialects/csl.py
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@irdl_op_definition
class ConcatStructOp(IRDLOperation):
    """
    Concatenate two compile-time known structs

    @concat_structs(this_struct, another_struct);

    this_struct and another_struct are comptime expressions of anonymous struct type.

    Attempting to concatenate a struct with named fields and a struct with nameless fields (e.g. .{1, 2}) results in an error.

    Attempting to concatenate two structs with overlapping named fields also results in an error.
    """

    name = "csl.concat_structs"

    this_struct = operand_def(ComptimeStructType)

    another_struct = operand_def(ComptimeStructType)

    result = result_def(ComptimeStructType)

    def __init__(self, struct_a: Operation | SSAValue, struct_b: Operation | SSAValue):
        super().__init__(
            operands=[struct_a, struct_b],
            result_types=[ComptimeStructType()],
        )

name = 'csl.concat_structs' class-attribute instance-attribute

this_struct = operand_def(ComptimeStructType) class-attribute instance-attribute

another_struct = operand_def(ComptimeStructType) class-attribute instance-attribute

result = result_def(ComptimeStructType) class-attribute instance-attribute

__init__(struct_a: Operation | SSAValue, struct_b: Operation | SSAValue)

Source code in xdsl/dialects/csl.py
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def __init__(self, struct_a: Operation | SSAValue, struct_b: Operation | SSAValue):
    super().__init__(
        operands=[struct_a, struct_b],
        result_types=[ComptimeStructType()],
    )