This dialect wraps the LLVM IR types and instructions into MLIR types and operations. It provides several additional operations that are necessary to cover for the differences in the IR structure (e.g., MLIR does not have phi operations and LLVM IR does not have a constant operation).
In this document, we use “LLVM IR” to designate the intermediate representation of LLVM and “LLVM IR dialect” to refer to the MLIR dialect reflecting LLVM instructions and types.
The LLVM IR dialect object contains an LLVM Context and an LLVM Module that it uses to define, print, parse and manage LLVM IR types. These objects can be obtained from the dialect object using .getLLVMContext() and getLLVMModule(). All LLVM IR objects that interact with the LLVM IR dialect must exist in the dialect's context.
The LLVM IR dialect defines a single MLIR type, LLVM::LLVMType, that can wrap any existing LLVM IR type. Its syntax is as follows
type ::= `!llvm<"` llvm-canonical-type `"> llvm-canonical-type ::= <canonical textual representation defined by LLVM>
For example, one can use primitive types !llvm<"i32">, pointer types !llvm<"i8*">, vector types !llvm<"<4 x float>"> or structure types !llvm<"{i32, float}">. The parsing and printing of the canonical form is delegated to the LLVM assembly parser and printer.
LLVM IR dialect types contain an llvm::Type* object that can be obtained by calling .getUnderlyingType() and used in LLVM API calls directly. These objects are allocated within the LLVM context associated with the LLVM IR dialect and may be linked to the properties of the associated LLVM module.
LLVM IR dialect type can be constructed from any llvm::Type* that is associated with the LLVM context of the dialect. In this document, we use the term “wrapped LLVM IR type” to refer to the LLVM IR dialect type containing a specific LLVM IR type.
All operations in the LLVM IR dialect use the generic (verbose) form of MLIR operations. The mnemonic of an operation is that used in LLVM IR prefixed with “llvm.”.
The following operations are currently supported. The semantics of these operations corresponds to the semantics of the similarly-named LLVM IR instructions.
Take two arguments of wrapped LLVM IR integer type, produce one value of the same type.
addsubmuludivsdivuremsremExamples:
// Integer addition. %0 = "llvm.add"(%a, %b) : (!llvm<"i32">, !llvm<"i32">) -> !llvm<"i32"> // Unsigned integer division. %1 = "llvm.udiv"(%a, %b) : (!llvm<"i32">, !llvm<"i32">) -> !llvm<"i32">
Take two arguments of wrapped LLVM IR floating point type, produce one value of the same type.
faddfsubfmulfdivfremExamples:
// Float addition. %0 = "llvm.fadd"(%a, %b) : (!llvm<"float">, !llvm<"float">) -> !llvm<"float"> // Float division. %1 = "llvm.fdiv"(%a, %b) : (!llvm<"float">, !llvm<"float">) -> !llvm<"float">
<r> = alloca <size><r> = getelementptr <address>, <index> (, <index>)+<r> = load <address>store <value>, <address>In these operations, <size> must be a value of wrapped LLVM IR integer type, <address> must be a value of wrapped LLVM IR pointer type, and <value> must be a value of wrapped LLVM IR type that corresponds to the pointee type of <address>.
The index operands are integer values whose semantics is identical to the non-pointer arguments of LLVM IR's getelementptr.
Examples:
// Allocate an array of 4 floats on stack %c4 = "llvm.constant" {value: 4 : i64} : !llvm<"i64"> %0 = "llvm.alloca"(%c4) : (!llvm<"i64">) -> !llvm<"float*"> // Get the second element of the array (note 0-based indexing). %c1 = "llvm.constant" {value: 1 : i64} : !llvm<"i64"> %1 = "llvm.getelementptr"(%0, %c1) : (!llvm<"float*">, !llvm<"i64">) -> !llvm<"float*"> // Store a constant into this element. %cf = "llvm.constant" {value: 42.0 : f32} : !llvm<"float"> "llvm.store" %cf, %1 : (!llvm<"float">, !llvm<"float*">) -> () // Load the value from this element. %3 = "llvm.load" %1 : (!llvm<"float*">) -> (!llvm<"float">)
<value> = extractvalue <struct> {position: [<index> (, <index>)+]}<struct> = insertvalue <value>,<struct> {position: [<index> (, <index>)+]}In these operations, <struct> must be a value of wrapped LLVM IR structure type and <value> must be a value that corresponds to one of the (nested) structure element types.
The position attribute is a mandatory array attribute containing integer attributes. It identifies the 0-based position of the element in the (nested) structure type.
Examples:
// Get the value third element of the second element of a structure. %0 = "llvm.extractvalue"(%s) {position: [1, 2]} : (!llvm<"{i32, {i1, i8, i16}">) -> !llvm<"i16"> // Insert the value to the third element of the second element of a structure. // Note that this returns a new structure-typed value. %1 = "llvm.insertvalue"(%0, %s) {position: [1, 2]} : (!llvm<"i16">, !llvm<"{i32, {i1, i8, i16}">) -> !llvm<"{i32, {i1, i8, i16}">
Branch operations:
br [<successor>(<operands>)]cond_br <condition> [<true-successor>(<true-operands>), <false-successor>(<false-operands>)]In order to comply with MLIR design, branch operations in the LLVM IR dialect pass arguments to basic blocks. Successors must be valid block MLIR identifiers and operand lists for each of them must have the same types as the arguments of the respective blocks. <condition> must be a wrapped LLVM IR i1 type.
Since LLVM IR uses the name of the predecessor basic block to identify the sources of a PHI node, it is invalid for two entries of the PHI node to indicate different values coming from the same block. Therefore, cond_br in the LLVM IR dialect disallows its successors to be the same block if this block has arguments.
Examples:
// Branch without arguments. ^bb0: "llvm.br"() [^bb0] : () -> () // Branch and pass arguments. ^bb1(%arg: !llvm<"i32">): "llvm.br"() [^bb1(%arg : !llvm<"i32">)] : () -> () // Conditionally branch and pass arguments to one of the blocks. "llvm.cond_br"(%cond) [^bb0, %bb1(%arg : !llvm<"i32">)] : (!llvm<"i1">) -> () // It's okay to use the same block without arguments, but probably useless. "llvm.cond_br"(%cond) [^bb0, ^bb0] : (!llvm<"i1">) -> () // ERROR: Passing different arguments to the same block in a conditional branch. "llvm.cond_br"(%cond) [^bb1(%0 : !llvm<"i32">), ^bb1(%1 : !llvm<"i32">)] : (!llvm<"i1">) -> ()
Call operations:
<r> = call(<operands>)call(<operands>)In LLVM IR, functions may return either 0 or 1 value. LLVM IR dialect implements this behavior by providing a variadic call operation for 0- and 1-result functions. Even though MLIR supports multi-result functions, LLVM IR dialect disallows them.
The call operation supports both direct and indirect calls. Direct calls require the callee attribute of function type to be present. Otherwise, the call is considered indirect and expects the function as its first argument.
Examples:
// Direct call without arguments and with one result. %0 = "llvm.call"() {callee: @foo : () -> (!llvm<"float">)} : () -> (!llvm<"float">) // Direct call with arguments and without a result. "llvm.call"(%0) {callee: @bar : (!llvm<"float">) -> ()} : (!llvm<"float">) -> () // Indirect call with an argument and without a result. "llvm.call"(%1, %0) : ((!llvm<"float">) -> (), !llvm<"float">) -> ()
Integer comparisons: icmp <lhs>, <rhs> {predicate: <int>}. The following predicate values are supported:
0 - equality comparison;1 - inequality comparison;2 - signed less-than comparison3 - signed less-than-or-equal comparison4 - signed greater-than comparison5 - signed greater-than-or-equal comparison6 - unsigned less-than comparison7 - unsigned less-than-or-equal comparison8 - unsigned greater-than comparison9 - unsigned greater-than-or-equal comparisonNote: these constant values correspond to those used by MLIR's cmpi operation.
Bitwise reinterpretation: bitcast <value>.
Selection: select <condition>, <lhs>, <rhs>.
These operations do not have LLVM IR counterparts but are necessary to map LLVM IR into MLIR.
llvm.constantUnlike LLVM IR, MLIR does not have first-class constant values. Therefore, all constants must be created as SSA values before being used in other operations. llvm.constant creates such values for scalars and vectors. It has a mandatory value attribute, which may be an integer, floating point attribute; splat, dense or sparse attribute containing integers or floats. The type of the attribute is one the corresponding MLIR standard types. The operation produces a new SSA value of the specified LLVM IR dialect type.
Examples:
// Integer constant %0 = "llvm.constant"() {value: 42 : i32} -> !llvm<"i32"> // Floating point constant %1 = "llvm.constant"() {value: 42.0 : f32} -> !llvm<"float"> // Splat vector constant %2 = "llvm.constant"() {value: splat<vector<4xf32>, 1.0>} -> !llvm<"<4 x float>">
llvm.undefUnlike LLVM IR, MLIR does not have first-class undefined values. Such values must be created as SSA values using llvm.undef. This operation has no operands or attributes. It creates an undefined value of the specified LLVM IR dialect type wrapping an LLVM IR structure type.
Example:
// Create a structure with a 32-bit integer followed by a float. %0 = "llvm.undef"() -> !llvm<"{i32, float}">