| # LLVM's Analysis and Transform Passes | |
| ```{toctree} | |
| :hidden: | |
| KernelInfo | |
| LoopFusion | |
| ``` | |
| ## Introduction | |
| :::{warning} | |
| This document is not updated frequently, and the list of passes | |
| is most likely incomplete. It is possible to list passes known by the opt | |
| tool using `opt -print-passes`. | |
| ::: | |
| This document serves as a high-level summary of the optimization features that | |
| LLVM provides. Optimizations are implemented as Passes that traverse some | |
| portion of a program to either collect information or transform the program. | |
| The table below divides the passes that LLVM provides into three categories. | |
| Analysis passes compute information that other passes can use or for debugging | |
| or program visualization purposes. Transform passes can use (or invalidate) | |
| the analysis passes. Transform passes all mutate the program in some way. | |
| Utility passes provide some utility but don't otherwise fit categorization. | |
| For example, passes to extract functions to bitcode or write a module to bitcode | |
| are neither analysis nor transform passes. The table of contents above | |
| provides a quick summary of each pass and links to the more complete pass | |
| description later in the document. | |
| ## Analysis Passes | |
| This section describes the LLVM Analysis Passes. | |
| ### `aa-eval`: Exhaustive Alias Analysis Precision Evaluator | |
| This is a simple N^2 alias analysis accuracy evaluator. Basically, for each | |
| function in the program, it simply queries to see how the alias analysis | |
| implementation answers alias queries between each pair of pointers in the | |
| function. | |
| This is inspired and adapted from code by: Naveen Neelakantam, Francesco | |
| Spadini, and Wojciech Stryjewski. | |
| ### `basic-aa`: Basic Alias Analysis (stateless AA impl) | |
| A basic alias analysis pass that implements identities (two different globals | |
| cannot alias, etc), but does no stateful analysis. | |
| ### `basiccg`: Basic CallGraph Construction | |
| Yet to be written. | |
| (passes-da)= | |
| ### `da`: Dependence Analysis | |
| Dependence analysis framework, which is used to detect dependencies in memory | |
| accesses. | |
| ### `domfrontier`: Dominance Frontier Construction | |
| This pass is a simple dominator construction algorithm for finding forward | |
| dominator frontiers. | |
| ### `domtree`: Dominator Tree Construction | |
| This pass is a simple dominator construction algorithm for finding forward | |
| dominators. | |
| ### `dot-callgraph`: Print Call Graph to "dot" file | |
| This pass, only available in `opt`, prints the call graph into a `.dot` | |
| graph. This graph can then be processed with the "dot" tool to convert it to | |
| postscript or some other suitable format. | |
| ### `dot-cfg`: Print CFG of function to "dot" file | |
| This pass, only available in `opt`, prints the control flow graph into a | |
| `.dot` graph. This graph can then be processed with the {program}`dot` tool | |
| to convert it to postscript or some other suitable format. | |
| Additionally, the `-cfg-func-name=<substring>` option can be used to filter the | |
| functions that are printed. All functions that contain the specified substring | |
| will be printed. | |
| ### `dot-cfg-only`: Print CFG of function to "dot" file (with no function bodies) | |
| This pass, only available in `opt`, prints the control flow graph into a | |
| `.dot` graph, omitting the function bodies. This graph can then be processed | |
| with the {program}`dot` tool to convert it to postscript or some other suitable | |
| format. | |
| Additionally, the `-cfg-func-name=<substring>` option can be used to filter the | |
| functions that are printed. All functions that contain the specified substring | |
| will be printed. | |
| ### `dot-dom`: Print dominance tree of function to "dot" file | |
| This pass, only available in `opt`, prints the dominator tree into a `.dot` | |
| graph. This graph can then be processed with the {program}`dot` tool to | |
| convert it to postscript or some other suitable format. | |
| ### `dot-dom-only`: Print dominance tree of function to "dot" file (with no function bodies) | |
| This pass, only available in `opt`, prints the dominator tree into a `.dot` | |
| graph, omitting the function bodies. This graph can then be processed with the | |
| {program}`dot` tool to convert it to postscript or some other suitable format. | |
| ### `dot-post-dom`: Print postdominance tree of function to "dot" file | |
| This pass, only available in `opt`, prints the post dominator tree into a | |
| `.dot` graph. This graph can then be processed with the {program}`dot` tool | |
| to convert it to postscript or some other suitable format. | |
| ### `dot-post-dom-only`: Print postdominance tree of function to "dot" file (with no function bodies) | |
| This pass, only available in `opt`, prints the post dominator tree into a | |
| `.dot` graph, omitting the function bodies. This graph can then be processed | |
| with the {program}`dot` tool to convert it to postscript or some other suitable | |
| format. | |
| ### `globals-aa`: Simple mod/ref analysis for globals | |
| This simple pass provides alias and mod/ref information for global values that | |
| do not have their address taken, and keeps track of whether functions read or | |
| write memory (are "pure"). For this simple (but very common) case, we can | |
| provide pretty accurate and useful information. | |
| ### `instcount`: Counts the various types of `Instruction`s | |
| This pass collects the count of all instructions and reports them. | |
| ### `iv-users`: Induction Variable Users | |
| Bookkeeping for "interesting" users of expressions computed from induction | |
| variables. | |
| ### `kernel-info`: GPU Kernel Info | |
| Reports various statistics for codes compiled for GPUs. This pass is | |
| {doc}`documented separately <KernelInfo>`. | |
| ### `lazy-value-info`: Lazy Value Information Analysis | |
| Interface for lazy computation of value constraint information. | |
| ### `lint`: Statically lint-checks LLVM IR | |
| This pass statically checks for common and easily-identified constructs which | |
| produce undefined or likely unintended behavior in LLVM IR. | |
| It is not a guarantee of correctness, in two ways. First, it isn't | |
| comprehensive. There are checks which could be done statically which are not | |
| yet implemented. Some of these are indicated by TODO comments, but those | |
| aren't comprehensive either. Second, many conditions cannot be checked | |
| statically. This pass does no dynamic instrumentation, so it can't check for | |
| all possible problems. | |
| Another limitation is that it assumes all code will be executed. A store | |
| through a null pointer in a basic block which is never reached is harmless, but | |
| this pass will warn about it anyway. | |
| Optimization passes may make conditions that this pass checks for more or less | |
| obvious. If an optimization pass appears to be introducing a warning, it may | |
| be that the optimization pass is merely exposing an existing condition in the | |
| code. | |
| This code may be run before {ref}`instcombine <passes-instcombine>`. In many | |
| cases, instcombine checks for the same kinds of things and turns instructions | |
| with undefined behavior into unreachable (or equivalent). Because of this, | |
| this pass makes some effort to look through bitcasts and so on. | |
| ### `loops`: Natural Loop Information | |
| This analysis is used to identify natural loops and determine the loop depth of | |
| various nodes of the CFG. Note that the loops identified may actually be | |
| several natural loops that share the same header node... not just a single | |
| natural loop. | |
| ### `memdep`: Memory Dependence Analysis | |
| An analysis that determines, for a given memory operation, what preceding | |
| memory operations it depends on. It builds on alias analysis information, and | |
| tries to provide a lazy, caching interface to a common kind of alias | |
| information query. | |
| ### `print<module-debuginfo>`: Decodes module-level debug info | |
| This pass decodes the debug info metadata in a module and prints it to standard output in a | |
| (sufficiently-prepared-) human-readable form. | |
| ### `postdomtree`: Post-Dominator Tree Construction | |
| This pass is a simple post-dominator construction algorithm for finding | |
| post-dominators. | |
| ### `print<alias-sets>`: Alias Set Printer | |
| Yet to be written. | |
| ### `print-callgraph`: Print a call graph | |
| This pass, only available in `opt`, prints the call graph to standard error | |
| in a human-readable form. | |
| ### `print-callgraph-sccs`: Print SCCs of the Call Graph | |
| This pass, only available in `opt`, prints the SCCs of the call graph to | |
| standard error in a human-readable form. | |
| ### `print<cfg-sccs>`: Print SCCs of each function CFG | |
| This pass, only available in `opt`, prints the SCCs of each function CFG to | |
| standard error in a human-readable form. | |
| ### `function(print)`: Print function to stderr | |
| The `PrintFunctionPass` class is designed to be pipelined with other | |
| `FunctionPasses`, and prints out the functions of the module as they are | |
| processed. | |
| ### `module(print)`: Print module to stderr | |
| This pass simply prints out the entire module when it is executed. | |
| ### `regions`: Detect single entry single exit regions | |
| The `RegionInfo` pass detects single entry single exit regions in a function, | |
| where a region is defined as any subgraph that is connected to the remaining | |
| graph at only two spots. Furthermore, a hierarchical region tree is built. | |
| (passes-scalar-evolution)= | |
| ### `scalar-evolution`: Scalar Evolution Analysis | |
| The `ScalarEvolution` analysis can be used to analyze and categorize scalar | |
| expressions in loops. It specializes in recognizing general induction | |
| variables, representing them with the abstract and opaque `SCEV` class. | |
| Given this analysis, trip counts of loops and other important properties can be | |
| obtained. | |
| This analysis is primarily useful for induction variable substitution and | |
| strength reduction. | |
| ### `scev-aa`: ScalarEvolution-based Alias Analysis | |
| Simple alias analysis implemented in terms of `ScalarEvolution` queries. | |
| This differs from traditional loop dependence analysis in that it tests for | |
| dependencies within a single iteration of a loop, rather than dependencies | |
| between different iterations. | |
| `ScalarEvolution` has a more complete understanding of pointer arithmetic | |
| than `BasicAliasAnalysis`' collection of ad-hoc analyses. | |
| ### `stack-safety`: Stack Safety Analysis | |
| The `StackSafety` analysis can be used to determine if stack allocated | |
| variables can be considered safe from memory access bugs. | |
| This analysis' primary purpose is to be used by sanitizers to avoid unnecessary | |
| instrumentation of safe variables. | |
| ## Transform Passes | |
| This section describes the LLVM Transform Passes. | |
| ### `adce`: Aggressive Dead Code Elimination | |
| ADCE aggressively tries to eliminate code. This pass is similar to | |
| {ref}`DCE <passes-dce>` but it assumes that values are dead until proven otherwise. This | |
| is similar to {ref}`SCCP <passes-sccp>`, except applied to the liveness of | |
| values. | |
| ### `always-inline`: Inliner for `always_inline` functions | |
| A custom inliner that handles only functions that are marked as "always | |
| inline". | |
| ### `argpromotion`: Promote 'by reference' arguments to scalars | |
| This pass promotes "by reference" arguments to be "by value" arguments. In | |
| practice, this means looking for internal functions that have pointer | |
| arguments. If it can prove, through the use of alias analysis, that an | |
| argument is *only* loaded, then it can pass the value into the function instead | |
| of the address of the value. This can cause recursive simplification of code | |
| and lead to the elimination of allocas (especially in C++ template code like | |
| the STL). | |
| This pass also handles aggregate arguments that are passed into a function, | |
| scalarizing them if the elements of the aggregate are only loaded. Note that | |
| it refuses to scalarize aggregates which would require passing in more than | |
| three operands to the function, because passing thousands of operands for a | |
| large array or structure is unprofitable! | |
| Note that this transformation could also be done for arguments that are only | |
| stored to (returning the value instead), but does not currently. This case | |
| would be best handled when and if LLVM starts supporting multiple return values | |
| from functions. | |
| ### `block-placement`: Profile Guided Basic Block Placement | |
| This pass is a very simple profile guided basic block placement algorithm. The | |
| idea is to put frequently executed blocks together at the start of the function | |
| and hopefully increase the number of fall-through conditional branches. If | |
| there is no profile information for a particular function, this pass basically | |
| orders blocks in depth-first order. | |
| ### `break-crit-edges`: Break critical edges in CFG | |
| Break all of the critical edges in the CFG by inserting a dummy basic block. | |
| It may be "required" by passes that cannot deal with critical edges. This | |
| transformation obviously invalidates the CFG, but can update forward dominator | |
| (set, immediate dominators, tree, and frontier) information. | |
| ### `codegenprepare`: Optimize for code generation | |
| This pass munges the code in the input function to better prepare it for | |
| SelectionDAG-based code generation. This works around limitations in its | |
| basic-block-at-a-time approach. It should eventually be removed. | |
| ### `constmerge`: Merge Duplicate Global Constants | |
| Merges duplicate global constants together into a single constant that is | |
| shared. This is useful because some passes (i.e., TraceValues) insert a lot of | |
| string constants into the program, regardless of whether or not an existing | |
| string is available. | |
| (passes-dce)= | |
| ### `dce`: Dead Code Elimination | |
| Dead code elimination is similar to dead instruction elimination, but it | |
| rechecks instructions that were used by removed instructions to see if they | |
| are newly dead. | |
| ### `deadargelim`: Dead Argument Elimination | |
| This pass deletes dead arguments from internal functions. Dead argument | |
| elimination removes arguments which are directly dead, as well as arguments | |
| only passed into function calls as dead arguments of other functions. This | |
| pass also deletes dead arguments in a similar way. | |
| This pass is often useful as a cleanup pass to run after aggressive | |
| interprocedural passes, which add possibly-dead arguments. | |
| ### `dse`: Dead Store Elimination | |
| A trivial dead store elimination that only considers basic-block local | |
| redundant stores. | |
| (passes-function-attrs)= | |
| ### `function-attrs`: Deduce function attributes | |
| A simple interprocedural pass which walks the call-graph, looking for functions | |
| which do not access or only read non-local memory, and marking them | |
| `readnone`/`readonly`. In addition, it marks function arguments (of | |
| pointer type) "`nocapture`" if a call to the function does not create any | |
| copies of the pointer value that outlive the call. This more or less means | |
| that the pointer is only dereferenced, and not returned from the function or | |
| stored in a global. This pass is implemented as a bottom-up traversal of the | |
| call-graph. | |
| ### `globaldce`: Dead Global Elimination | |
| This transform is designed to eliminate unreachable internal globals from the | |
| program. It uses an aggressive algorithm, searching out globals that are known | |
| to be alive. After it finds all of the globals which are needed, it deletes | |
| whatever is left over. This allows it to delete recursive chunks of the | |
| program which are unreachable. | |
| ### `globalopt`: Global Variable Optimizer | |
| This pass transforms simple global variables that never have their address | |
| taken. If obviously true, it marks read/write globals as constant, deletes | |
| variables only stored to, etc. | |
| ### `gvn`: Global Value Numbering | |
| This pass performs global value numbering to eliminate fully and partially | |
| redundant instructions. It also performs redundant load elimination. | |
| (passes-indvars)= | |
| ### `indvars`: Canonicalize Induction Variables | |
| This transformation analyzes and transforms the induction variables (and | |
| computations derived from them) into simpler forms suitable for subsequent | |
| analysis and transformation. | |
| This transformation makes the following changes to each loop with an | |
| identifiable induction variable: | |
| * All loops are transformed to have a *single* canonical induction variable | |
| which starts at zero and steps by one. | |
| * The canonical induction variable is guaranteed to be the first PHI node in | |
| the loop header block. | |
| * Any pointer arithmetic recurrences are raised to use array subscripts. | |
| If the trip count of a loop is computable, this pass also makes the following | |
| changes: | |
| * The exit condition for the loop is canonicalized to compare the induction | |
| value against the exit value. This turns loops like: | |
| ```c++ | |
| for (i = 7; i*i < 1000; ++i) | |
| into | |
| ``` | |
| ```c++ | |
| for (i = 0; i != 25; ++i) | |
| ``` | |
| * Any use outside of the loop of an expression derived from the indvar is | |
| changed to compute the derived value outside of the loop, eliminating the | |
| dependence on the exit value of the induction variable. If the only purpose | |
| of the loop is to compute the exit value of some derived expression, this | |
| transformation will make the loop dead. | |
| This transformation should be followed by strength reduction after all of the | |
| desired loop transformations have been performed. Additionally, on targets | |
| where it is profitable, the loop could be transformed to count down to zero | |
| (the "do loop" optimization). | |
| ### `inline`: Function Integration/Inlining | |
| Bottom-up inlining of functions into callees. | |
| (passes-instcombine)= | |
| ### `instcombine`: Combine redundant instructions | |
| Combine instructions to form fewer, simpler instructions. This pass does not | |
| modify the CFG. This pass is where algebraic simplification happens. | |
| This pass combines things like: | |
| ```llvm | |
| %Y = add i32 %X, 1 | |
| %Z = add i32 %Y, 1 | |
| ``` | |
| into: | |
| ```llvm | |
| %Z = add i32 %X, 2 | |
| ``` | |
| This is a simple worklist-driven algorithm. | |
| This pass guarantees that the following canonicalizations are performed on the | |
| program: | |
| 1. If a binary operator has a constant operand, it is moved to the right-hand | |
| side. | |
| 1. Bitwise operators with constant operands are always grouped so that shifts | |
| are performed first, then `or`s, then `and`s, then `xor`s. | |
| 1. Compare instructions are converted from `<`, `>`, `≤`, or `≥` to | |
| `=` or `≠` if possible. | |
| 1. All `cmp` instructions on boolean values are replaced with logical | |
| operations. | |
| 1. `add X, X` is represented as `mul X, 2` ⇒ `shl X, 1` | |
| 1. Multiplies with a constant power-of-two argument are transformed into | |
| shifts. | |
| 1. … etc. | |
| This pass can also simplify calls to specific well-known function calls (e.g. | |
| runtime library functions). For example, a call `exit(3)` that occurs within | |
| the `main()` function can be transformed into simply `return 3`. Whether or | |
| not library calls are simplified is controlled by the | |
| {ref}`-function-attrs <passes-function-attrs>` pass and LLVM's knowledge of | |
| library calls on different targets. | |
| (passes-aggressive-instcombine)= | |
| ### `aggressive-instcombine`: Combine expression patterns | |
| Combine expression patterns to form expressions with fewer, simpler instructions. | |
| For example, this pass reduces the width of expressions post-dominated by `TruncInst` | |
| into smaller width when applicable. | |
| It differs from instcombine pass in that it can modify CFG and contains pattern | |
| optimization that requires higher complexity than the O(1), thus, it should run fewer | |
| times than instcombine pass. | |
| ### `internalize`: Internalize Global Symbols | |
| This pass loops over all of the functions in the input module, looking for a | |
| main function. If a main function is found, all other functions and all global | |
| variables with initializers are marked as internal. | |
| ### `ipsccp`: Interprocedural Sparse Conditional Constant Propagation | |
| An interprocedural variant of | |
| {ref}`Sparse Conditional Constant Propagation <passes-sccp>`. | |
| ### `normalize`: Transforms IR into a normal form that's easier to diff | |
| This pass aims to transform LLVM Modules into a normal form by reordering and | |
| renaming instructions while preserving the same semantics. The normalizer makes | |
| it easier to spot semantic differences while diffing two modules which have | |
| undergone two different passes. | |
| ### `jump-threading`: Jump Threading | |
| Jump threading tries to find distinct threads of control flow running through a | |
| basic block. This pass looks at blocks that have multiple predecessors and | |
| multiple successors. If one or more of the predecessors of the block can be | |
| proven to always cause a jump to one of the successors, we forward the edge | |
| from the predecessor to the successor by duplicating the contents of this | |
| block. | |
| An example of when this can occur is code like this: | |
| ```c++ | |
| if () { ... | |
| X = 4; | |
| } | |
| if (X < 3) { | |
| ``` | |
| In this case, the unconditional branch at the end of the first if can be | |
| revectored to the false side of the second if. | |
| (passes-lcssa)= | |
| ### `lcssa`: Loop-Closed SSA Form Pass | |
| This pass transforms loops by placing phi nodes at the end of the loops for all | |
| values that are live across the loop boundary. For example, it turns the left | |
| into the right code: | |
| ```c++ | |
| for (...) for (...) | |
| if (c) if (c) | |
| X1 = ... X1 = ... | |
| else else | |
| X2 = ... X2 = ... | |
| X3 = phi(X1, X2) X3 = phi(X1, X2) | |
| ... = X3 + 4 X4 = phi(X3) | |
| ... = X4 + 4 | |
| ``` | |
| This is still valid LLVM; the extra phi nodes are purely redundant, and will be | |
| trivially eliminated by `InstCombine`. The major benefit of this | |
| transformation is that it makes many other loop optimizations, such as | |
| `LoopUnswitch`ing, simpler. You can read more in the | |
| {ref}`loop terminology section for the LCSSA form <loop-terminology-lcssa>`. | |
| (passes-licm)= | |
| ### `licm`: Loop Invariant Code Motion | |
| This pass performs loop invariant code motion, attempting to remove as much | |
| code from the body of a loop as possible. It does this by either hoisting code | |
| into the preheader block, or by sinking code to the exit blocks if it is safe. | |
| This pass also promotes must-aliased memory locations in the loop to live in | |
| registers, thus hoisting and sinking "invariant" loads and stores. | |
| Hoisting operations out of loops is a canonicalization transform. It enables | |
| and simplifies subsequent optimizations in the middle-end. Rematerialization | |
| of hoisted instructions to reduce register pressure is the responsibility of | |
| the back-end, which has more accurate information about register pressure and | |
| also handles other optimizations than LICM that increase live-ranges. | |
| This pass uses alias analysis for two purposes: | |
| 1. Moving loop invariant loads and calls out of loops. If we can determine | |
| that a load or call inside of a loop never aliases anything stored to, we | |
| can hoist it or sink it like any other instruction. | |
| 1. Scalar Promotion of Memory. If there is a store instruction inside of the | |
| loop, we try to move the store to happen AFTER the loop instead of inside of | |
| the loop. This can only happen if a few conditions are true: | |
| 1. The pointer stored through is loop invariant. | |
| 1. There are no stores or loads in the loop which *may* alias the pointer. | |
| There are no calls in the loop which mod/ref the pointer. | |
| If these conditions are true, we can promote the loads and stores in the | |
| loop of the pointer to use a temporary alloca'd variable. We then use the | |
| {ref}`mem2reg <passes-mem2reg>` functionality to construct the appropriate | |
| SSA form for the variable. | |
| ### `loop-deletion`: Delete dead loops | |
| This file implements the Dead Loop Deletion Pass. This pass is responsible for | |
| eliminating loops with non-infinite computable trip counts that have no side | |
| effects or volatile instructions, and do not contribute to the computation of | |
| the function's return value. | |
| ### `loop-fusion`: Loop Fusion | |
| Merges adjacent loops when it can prove the transformation preserves the | |
| program's semantics. This pass is {doc}`documented separately <LoopFusion>`. | |
| ### `loop-reduce`: Loop Strength Reduction | |
| This pass performs a strength reduction on array references inside loops that | |
| have as one or more of their components the loop induction variable. This is | |
| accomplished by creating a new value to hold the initial value of the array | |
| access for the first iteration, and then creating a new GEP instruction in the | |
| loop to increment the value by the appropriate amount. | |
| (passes-loop-rotate)= | |
| ### `loop-rotate`: Rotate Loops | |
| A simple loop rotation transformation. A summary of it can be found in | |
| {ref}`Loop Terminology for Rotated Loops <loop-terminology-loop-rotate>`. | |
| (passes-loop-simplify)= | |
| ### `loop-simplify`: Canonicalize natural loops | |
| This pass performs several transformations to transform natural loops into a | |
| simpler form, which makes subsequent analyses and transformations simpler and | |
| more effective. A summary of it can be found in | |
| {ref}`Loop Terminology, Loop Simplify Form <loop-terminology-loop-simplify>`. | |
| Loop pre-header insertion guarantees that there is a single, non-critical entry | |
| edge from outside of the loop to the loop header. This simplifies a number of | |
| analyses and transformations, such as {ref}`LICM <passes-licm>`. | |
| Loop exit-block insertion guarantees that all exit blocks from the loop (blocks | |
| which are outside of the loop that have predecessors inside of the loop) only | |
| have predecessors from inside of the loop (and are thus dominated by the loop | |
| header). This simplifies transformations such as store-sinking that are built | |
| into LICM. | |
| This pass also guarantees that loops will have exactly one backedge. | |
| Note that the {ref}`simplifycfg <passes-simplifycfg>` pass will clean up blocks | |
| which are split out but end up being unnecessary, so usage of this pass should | |
| not pessimize generated code. | |
| This pass obviously modifies the CFG, but updates loop information and | |
| dominator information. | |
| ### `loop-unroll`: Unroll loops | |
| This pass implements a simple loop unroller. It works best when loops have | |
| been canonicalized by the {ref}`indvars <passes-indvars>` pass, allowing it to | |
| determine the trip counts of loops easily. | |
| ### `loop-unroll-and-jam`: Unroll and Jam loops | |
| This pass implements a simple unroll and jam classical loop optimisation pass. | |
| It transforms a loop from: | |
| ```c++ | |
| for i.. i+= 1 for i.. i+= 4 | |
| for j.. for j.. | |
| code(i, j) code(i, j) | |
| code(i+1, j) | |
| code(i+2, j) | |
| code(i+3, j) | |
| remainder loop | |
| ``` | |
| Which can be seen as unrolling the outer loop and "jamming" (fusing) the inner | |
| loops into one. When variables or loads can be shared in the new inner loop, this | |
| can lead to significant performance improvements. It uses | |
| {ref}`Dependence Analysis <passes-da>` for proving the transformations are safe. | |
| ### `lower-global-dtors`: Lower global destructors | |
| This pass lowers global module destructors (`llvm.global_dtors`) by creating | |
| wrapper functions that are registered as global constructors in | |
| `llvm.global_ctors` and which contain a call to `__cxa_atexit` to register | |
| their destructor functions. | |
| ### `lower-atomic`: Lower atomic intrinsics to non-atomic form | |
| This pass lowers atomic intrinsics to non-atomic form for use in a known | |
| non-preemptible environment. | |
| The pass does not verify that the environment is non-preemptible (in general | |
| this would require knowledge of the entire call graph of the program including | |
| any libraries which may not be available in bitcode form); it simply lowers | |
| every atomic intrinsic. | |
| ### `lower-invoke`: Lower invokes to calls, for unwindless code generators | |
| This transformation is designed for use by code generators which do not yet | |
| support stack unwinding. This pass converts `invoke` instructions to | |
| `call` instructions, so that any exception-handling `landingpad` blocks | |
| become dead code (which can be removed by running the `-simplifycfg` pass | |
| afterwards). | |
| ### `lower-switch`: Lower `SwitchInst`s to branches | |
| Rewrites switch instructions with a sequence of branches, which allows targets | |
| to get away with not implementing the switch instruction until it is | |
| convenient. | |
| (passes-mem2reg)= | |
| ### `mem2reg`: Promote Memory to Register | |
| This file promotes memory references to be register references. It promotes | |
| alloca instructions which only have loads and stores as uses. An `alloca` is | |
| transformed by using dominator frontiers to place phi nodes, then traversing | |
| the function in depth-first order to rewrite loads and stores as appropriate. | |
| This is just the standard SSA construction algorithm to construct "pruned" SSA | |
| form. | |
| ### `memcpyopt`: MemCpy Optimization | |
| This pass performs various transformations related to eliminating `memcpy` | |
| calls, or transforming sets of stores into `memset`s. | |
| ### `mergefunc`: Merge Functions | |
| This pass looks for equivalent functions that are mergeable and folds them. | |
| Total-ordering is introduced among the functions set: we define comparison | |
| that answers for every two functions which of them is greater. It allows to | |
| arrange functions into a binary tree. | |
| For every new function we check for equivalent in the tree. | |
| If equivalent exists, we fold such functions. If both functions are overridable, | |
| we move the functionality into a new internal function and leave two | |
| overridable thunks to it. | |
| If there is no equivalent, then we add this function to tree. | |
| Lookup routine has O(log(n)) complexity, while whole merging process has | |
| complexity of O(n*log(n)). | |
| Read | |
| {doc}`this <MergeFunctions>` | |
| article for more details. | |
| ### `partial-inliner`: Partial Inliner | |
| This pass performs partial inlining, typically by inlining an `if` statement | |
| that surrounds the body of the function. | |
| ### `reassociate`: Reassociate expressions | |
| This pass reassociates commutative expressions in an order that is designed to | |
| promote better constant propagation, GCSE, {ref}`LICM <passes-licm>`, PRE, etc. | |
| For example: 4 + (x + 5) ⇒ x + (4 + 5) | |
| In the implementation of this algorithm, constants are assigned rank = 0, | |
| function arguments are rank = 1, and other values are assigned ranks | |
| corresponding to the reverse post-order traversal of the current function (starting | |
| at 2), which effectively gives values in deep loops higher rank than values not | |
| in loops. | |
| ### `rel-lookup-table-converter`: Relative lookup table converter | |
| This pass converts lookup tables to PIC-friendly relative lookup tables. | |
| ### `reg2mem`: Demote all values to stack slots | |
| This file demotes all registers to memory references. It is intended to be the | |
| inverse of {ref}`mem2reg <passes-mem2reg>`. By converting to `load` | |
| instructions, the only values live across basic blocks are `alloca` | |
| instructions and `load` instructions before `phi` nodes. It is intended | |
| that this should make CFG hacking much easier. To make later hacking easier, | |
| the entry block is split into two, such that all introduced `alloca` | |
| instructions (and nothing else) are in the entry block. | |
| ### `sroa`: Scalar Replacement of Aggregates | |
| The well-known scalar replacement of aggregates transformation. This transform | |
| breaks up `alloca` instructions of aggregate type (structure or array) into | |
| individual `alloca` instructions for each member if possible. Then, if | |
| possible, it transforms the individual `alloca` instructions into nice clean | |
| scalar SSA form. | |
| (passes-sccp)= | |
| ### `sccp`: Sparse Conditional Constant Propagation | |
| Sparse conditional constant propagation and merging, which can be summarized | |
| as: | |
| * Assumes values are constant unless proven otherwise | |
| * Assumes BasicBlocks are dead unless proven otherwise | |
| * Proves values to be constant, and replaces them with constants | |
| * Proves conditional branches to be unconditional | |
| Note that this pass has a habit of making definitions be dead. It is a good | |
| idea to run a {ref}`DCE <passes-dce>` pass sometime after running this pass. | |
| (passes-simplifycfg)= | |
| ### `simplifycfg`: Simplify the CFG | |
| Performs dead code elimination and basic block merging. Specifically: | |
| * Removes basic blocks with no predecessors. | |
| * Merges a basic block into its predecessor if there is only one and the | |
| predecessor only has one successor. | |
| * Eliminates PHI nodes for basic blocks with a single predecessor. | |
| * Eliminates a basic block that only contains an unconditional branch. | |
| ### `sink`: Code sinking | |
| This pass moves instructions into successor blocks, when possible, so that they | |
| aren't executed on paths where their results aren't needed. | |
| (passes-simple-loop-unswitch)= | |
| ### `simple-loop-unswitch`: Unswitch loops | |
| This pass transforms loops that contain branches on loop-invariant conditions | |
| to have multiple loops. For example, it turns the left into the right code: | |
| ```c++ | |
| for (...) if (lic) | |
| A for (...) | |
| if (lic) A; B; C | |
| B else | |
| C for (...) | |
| A; C | |
| ``` | |
| This can increase the size of the code exponentially (doubling it every time a | |
| loop is unswitched) so we only unswitch if the resultant code will be smaller | |
| than a threshold. | |
| This pass expects {ref}`LICM <passes-licm>` to be run before it to hoist | |
| invariant conditions out of the loop, to make the unswitching opportunity | |
| obvious. | |
| ### `strip`: Strip all symbols from a module | |
| Performs code stripping. This transformation can delete: | |
| * names for virtual registers | |
| * symbols for internal globals and functions | |
| * debug information | |
| Note that this transformation makes code much less readable, so it should only | |
| be used in situations where the strip utility would be used, such as reducing | |
| code size or making it harder to reverse engineer code. | |
| ### `strip-dead-debug-info`: Strip debug info for unused symbols | |
| Performs code stripping. Similar to strip, but only strips debug info for | |
| unused symbols. | |
| ### `strip-dead-prototypes`: Strip Unused Function Prototypes | |
| This pass loops over all of the functions in the input module, looking for dead | |
| declarations and removes them. Dead declarations are declarations of functions | |
| for which no implementation is available (i.e., declarations for unused library | |
| functions). | |
| ### `strip-debug-declare`: Strip all `llvm.dbg.declare` intrinsics and `#dbg_declare` records. | |
| Performs code stripping. Similar to strip, but only strips | |
| `llvm.dbg.declare` intrinsics. | |
| ### `strip-nondebug`: Strip all symbols, except dbg symbols, from a module | |
| Performs code stripping. Similar to strip, but dbg info is preserved. | |
| ### `tailcallelim`: Tail Call Elimination | |
| This file transforms calls of the current function (self recursion) followed by | |
| a return instruction with a branch to the entry of the function, creating a | |
| loop. This pass also implements the following extensions to the basic | |
| algorithm: | |
| 1. Trivial instructions between the call and return do not prevent the | |
| transformation from taking place, though currently the analysis cannot | |
| support moving any really useful instructions (only dead ones). | |
| 1. This pass transforms functions that are prevented from being tail recursive | |
| by an associative expression to use an accumulator variable, thus compiling | |
| the typical naive factorial or fib implementation into efficient code. | |
| 1. TRE is performed if the function returns void, if the return returns the | |
| result returned by the call, or if the function returns a run-time constant | |
| on all exits from the function. It is possible, though unlikely, that the | |
| return returns something else (like constant 0), and can still be TRE'd. It | |
| can be TRE'd if *all other* return instructions in the function return the | |
| exact same value. | |
| 1. If it can prove that callees do not access their caller stack frame, they | |
| are marked as eligible for tail call elimination (by the code generator). | |
| ## Utility Passes | |
| This section describes the LLVM Utility Passes. | |
| ### `extract-blocks`: Extract Basic Blocks From Module | |
| This pass extracts all blocks from the module into their own functions. | |
| ### `instnamer`: Assign names to anonymous instructions | |
| This is a little utility pass that gives instructions names, this is mostly | |
| useful when diffing the effect of an optimization because deleting an unnamed | |
| instruction can change all other instruction numbering, making the diff very | |
| noisy. | |
| (passes-verify)= | |
| ### `verify`: Module Verifier | |
| Verifies LLVM IR code. This is useful to run after an optimization which is | |
| undergoing testing. Note that llvm-as verifies its input before emitting | |
| bitcode, and also that malformed bitcode is likely to make LLVM crash. All | |
| language front-ends are therefore encouraged to verify their output before | |
| performing optimizing transformations. | |
| 1. Both of a binary operator's parameters are of the same type. | |
| 1. Verify that the indices of mem access instructions match other operands. | |
| 1. Verify that arithmetic and other things are only performed on first-class | |
| types. Verify that shifts and logicals only happen on integrals f.e. | |
| 1. All of the constants in a switch statement are of the correct type. | |
| 1. The code is in valid SSA form. | |
| 1. It is illegal to put a label into any other type (like a structure) or to | |
| return one. | |
| 1. Only phi nodes can be self referential: `%x = add i32 %x`, `%x` is | |
| invalid. | |
| 1. PHI nodes must have an entry for each predecessor, with no extras. | |
| 1. PHI nodes must be the first thing in a basic block, all grouped together. | |
| 1. PHI nodes must have at least one entry. | |
| 1. All basic blocks should only end with terminator insts, not contain them. | |
| 1. The entry node to a function must not have predecessors. | |
| 1. All Instructions must be embedded into a basic block. | |
| 1. Functions cannot take a void-typed parameter. | |
| 1. Verify that a function's argument list agrees with its declared type. | |
| 1. It is illegal to specify a name for a void value. | |
| 1. It is illegal to have an internal global value with no initializer. | |
| 1. It is illegal to have a `ret` instruction that returns a value that does | |
| not agree with the function return value type. | |
| 1. Function call argument types match the function prototype. | |
| 1. All other things that are tested by asserts spread about the code. | |
| Note that this does not provide full security verification (like Java), but | |
| instead just tries to ensure that code is well-formed. | |
| (passes-view-cfg)= | |
| ### `view-cfg`: View CFG of function | |
| Displays the control flow graph using the GraphViz tool. | |
| Additionally, the `-cfg-func-name=<substring>` option can be used to filter the | |
| functions that are displayed. All functions that contain the specified substring | |
| will be displayed. | |
| ### `view-cfg-only`: View CFG of function (with no function bodies) | |
| Displays the control flow graph using the GraphViz tool, but omitting function | |
| bodies. | |
| Additionally, the `-cfg-func-name=<substring>` option can be used to filter the | |
| functions that are displayed. All functions that contain the specified substring | |
| will be displayed. | |
| ### `view-dom`: View dominance tree of function | |
| Displays the dominator tree using the GraphViz tool. | |
| ### `view-dom-only`: View dominance tree of function (with no function bodies) | |
| Displays the dominator tree using the GraphViz tool, but omitting function | |
| bodies. | |
| ### `view-post-dom`: View postdominance tree of function | |
| Displays the post dominator tree using the GraphViz tool. | |
| ### `view-post-dom-only`: View postdominance tree of function (with no function bodies) | |
| Displays the post dominator tree using the GraphViz tool, but omitting function | |
| bodies. | |
| ### `transform-warning`: Report missed forced transformations | |
| Emits warnings about not yet applied forced transformations (e.g. from | |
| `#pragma omp simd`). |