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[docs] Add initial Global ISel documentation.
This reflects the current state of Global ISel. As progress is made, we'll document our design decisions in it. Comments very welcome! llvm-svn: 286002
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docs/GlobalISel.rst
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docs/GlobalISel.rst
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============================
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Global Instruction Selection
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============================
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.. contents::
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:local:
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:depth: 1
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.. warning::
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This document is a work in progress. It reflects the current state of the
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implementation, as well as open design and implementation issues.
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Introduction
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============
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GlobalISel is a framework that provides a set of reusable passes and utilities
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for instruction selection --- translation from LLVM IR to target-specific
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Machine IR (MIR).
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GlobalISel is intended to be a replacement for SelectionDAG and FastISel, to
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solve three major problems:
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* **Performance** --- SelectionDAG introduces a dedicated intermediate
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representation, which has a compile-time cost.
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GlobalISel directly operates on the post-isel representation used by the
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rest of the code generator, MIR.
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It does require extensions to that representation to support arbitrary
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incoming IR: :ref:`gmir`.
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* **Granularity** --- SelectionDAG and FastISel operate on individual basic
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blocks, losing some global optimization opportunities.
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GlobalISel operates on the whole function.
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* **Modularity** --- SelectionDAG and FastISel are radically different and share
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very little code.
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GlobalISel is built in a way that enables code reuse. For instance, both the
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optimized and fast selectors share the :ref:`pipeline`, and targets can
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configure that pipeline to better suit their needs.
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.. _gmir:
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Generic Machine IR
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==================
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Machine IR operates on physical registers, register classes, and (mostly)
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target-specific instructions.
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To bridge the gap with LLVM IR, GlobalISel introduces "generic" extensions to
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Machine IR:
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.. contents::
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:local:
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``NOTE``:
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The generic MIR (GMIR) representation still contains references to IR
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constructs (such as ``GlobalValue``). Removing those should let us write more
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accurate tests, or delete IR after building the initial MIR. However, it is
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not part of the GlobalISel effort.
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.. _gmir-instructions:
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Generic Instructions
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--------------------
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The main addition is support for pre-isel generic machine instructions (e.g.,
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``G_ADD``). Like other target-independent instructions (e.g., ``COPY`` or
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``PHI``), these are available on all targets.
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``TODO``:
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While we're progressively adding instructions, one kind in particular exposes
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interesting problems: compares and how to represent condition codes.
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Some targets (x86, ARM) have generic comparisons setting multiple flags,
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which are then used by predicated variants.
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Others (IR) specify the predicate in the comparison and users just get a single
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bit. SelectionDAG uses SETCC/CONDBR vs BR_CC (and similar for select) to
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represent this.
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The ``MachineIRBuilder`` class wraps the ``MachineInstrBuilder`` and provides
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a convenient way to create these generic instructions.
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.. _gmir-gvregs:
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Generic Virtual Registers
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-------------------------
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Generic instructions operate on a new kind of register: "generic" virtual
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registers. As opposed to non-generic vregs, they are not assigned a Register
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Class. Instead, generic vregs have a :ref:`gmir-llt`, and can be assigned
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a :ref:`gmir-regbank`.
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``MachineRegisterInfo`` tracks the same information that it does for
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non-generic vregs (e.g., use-def chains). Additionally, it also tracks the
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:ref:`gmir-llt` of the register, and, instead of the ``TargetRegisterClass``,
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its :ref:`gmir-regbank`, if any.
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For simplicity, most generic instructions only accept generic vregs:
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* instead of immediates, they use a gvreg defined by an instruction
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materializing the immediate value (see :ref:`irtranslator-constants`).
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* instead of physical register, they use a gvreg defined by a ``COPY``.
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``NOTE``:
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We started with an alternative representation, where MRI tracks a size for
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each gvreg, and instructions have lists of types.
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That had two flaws: the type and size are redundant, and there was no generic
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way of getting a given operand's type (as there was no 1:1 mapping between
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instruction types and operands).
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We considered putting the type in some variant of MCInstrDesc instead:
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See `PR26576 <http://llvm.org/PR26576>`_: [GlobalISel] Generic MachineInstrs
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need a type but this increases the memory footprint of the related objects
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.. _gmir-regbank:
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Register Bank
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-------------
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A Register Bank is a set of register classes defined by the target.
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A bank has a size, which is the maximum store size of all covered classes.
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In general, cross-class copies inside a bank are expected to be cheaper than
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copies across banks. They are also coalesceable by the register coalescer,
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whereas cross-bank copies are not.
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Also, equivalent operations can be performed on different banks using different
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instructions.
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For example, X86 can be seen as having 3 main banks: general-purpose, x87, and
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vector (which could be further split into a bank per domain for single vs
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double precision instructions).
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Register banks are described by a target-provided API,
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:ref:`RegisterBankInfo <api-registerbankinfo>`.
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.. _gmir-llt:
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Low Level Type
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--------------
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Additionally, every generic virtual register has a type, represented by an
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instance of the ``LLT`` class.
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Like ``EVT``/``MVT``/``Type``, it has no distinction between unsigned and signed
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integer types. Furthermore, it also has no distinction between integer and
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floating-point types: it mainly conveys absolutely necessary information, such
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as size and number of vector lanes:
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* ``sN`` for scalars
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* ``pN`` for pointers
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* ``<N x sM>`` for vectors
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* ``unsized`` for labels, etc..
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``LLT`` is intended to replace the usage of ``EVT`` in SelectionDAG.
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Here are some LLT examples and their ``EVT`` and ``Type`` equivalents:
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============= ========= ======================================
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LLT EVT IR Type
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============= ========= ======================================
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``s1`` ``i1`` ``i1``
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``s8`` ``i8`` ``i8``
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``s32`` ``i32`` ``i32``
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``s32`` ``f32`` ``float``
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``s17`` ``i17`` ``i17``
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``s16`` N/A ``{i8, i8}``
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``s32`` N/A ``[4 x i8]``
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``p0`` ``iPTR`` ``i8*``, ``i32*``, ``%opaque*``
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``p2`` ``iPTR`` ``i8 addrspace(2)*``
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``<4 x s32>`` ``v4f32`` ``<4 x float>``
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``s64`` ``v1f64`` ``<1 x double>``
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``<3 x s32>`` ``v3i32`` ``<3 x i32>``
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``unsized`` ``Other`` ``label``
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============= ========= ======================================
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Rationale: instructions already encode a specific interpretation of types
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(e.g., ``add`` vs. ``fadd``, or ``sdiv`` vs. ``udiv``). Also encoding that
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information in the type system requires introducing bitcast with no real
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advantage for the selector.
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Pointer types are distinguished by address space. This matches IR, as opposed
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to SelectionDAG where address space is an attribute on operations.
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This representation better supports pointers having different sizes depending
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on their addressspace.
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``NOTE``:
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Currently, LLT requires at least 2 elements in vectors, but some targets have
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the concept of a '1-element vector'. Representing them as their underlying
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scalar type is a nice simplification.
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``TODO``:
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Currently, non-generic virtual registers, defined by non-pre-isel-generic
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instructions, cannot have a type, and thus cannot be used by a pre-isel generic
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instruction. Instead, they are given a type using a COPY. We could relax that
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and allow types on all vregs: this would reduce the number of MI required when
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emitting target-specific MIR early in the pipeline. This should purely be
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a compile-time optimization.
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.. _pipeline:
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Core Pipeline
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=============
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There are four required passes, regardless of the optimization mode:
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.. contents::
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:local:
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Additional passes can then be inserted at higher optimization levels or for
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specific targets. For example, to match the current SelectionDAG set of
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transformations: MachineCSE and a better MachineCombiner between every pass.
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``NOTE``:
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In theory, not all passes are always necessary.
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As an additional compile-time optimization, we could skip some of the passes by
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setting the relevant MachineFunction properties. For instance, if the
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IRTranslator did not encounter any illegal instruction, it would set the
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``legalized`` property to avoid running the :ref:`milegalizer`.
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Similarly, we considered specializing the IRTranslator per-target to directly
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emit target-specific MI.
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However, we instead decided to keep the core pipeline simple, and focus on
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minimizing the overhead of the passes in the no-op cases.
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.. _irtranslator:
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IRTranslator
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------------
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This pass translates the input LLVM IR ``Function`` to a GMIR
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``MachineFunction``.
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``TODO``:
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This currently doesn't support the more complex instructions, in particular
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those involving control flow (``switch``, ``invoke``, ...).
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For ``switch`` in particular, we can initially use the ``LowerSwitch`` pass.
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.. _api-calllowering:
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API: CallLowering
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^^^^^^^^^^^^^^^^^
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The ``IRTranslator`` (using the ``CallLowering`` target-provided utility) also
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implements the ABI's calling convention by lowering calls, returns, and
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arguments to the appropriate physical register usage and instruction sequences.
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.. _irtranslator-aggregates:
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Aggregates
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^^^^^^^^^^
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Aggregates are lowered to a single scalar vreg.
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This differs from SelectionDAG's multiple vregs via ``GetValueVTs``.
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``TODO``:
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As some of the bits are undef (padding), we should consider augmenting the
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representation with additional metadata (in effect, caching computeKnownBits
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information on vregs).
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See `PR26161 <http://llvm.org/PR26161>`_: [GlobalISel] Value to vreg during
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IR to MachineInstr translation for aggregate type
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.. _irtranslator-constants:
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Constant Lowering
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^^^^^^^^^^^^^^^^^
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The ``IRTranslator`` lowers ``Constant`` operands into uses of gvregs defined
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by ``G_CONSTANT`` or ``G_FCONSTANT`` instructions.
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Currently, these instructions are always emitted in the entry basic block.
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In a ``MachineFunction``, each ``Constant`` is materialized by a single gvreg.
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This is beneficial as it allows us to fold constants into immediate operands
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during :ref:`instructionselect`, while still avoiding redundant materializations
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for expensive non-foldable constants.
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However, this can lead to unnecessary spills and reloads in an -O0 pipeline, as
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these vregs can have long live ranges.
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``TODO``:
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We're investigating better placement of these instructions, in fast and
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optimized modes.
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.. _milegalizer:
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Legalizer
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---------
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This pass transforms the generic machine instructions such that they are legal.
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A legal instruction is defined as:
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* **selectable** --- the target will later be able to select it to a
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target-specific (non-generic) instruction.
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* operating on **vregs that can be loaded and stored** -- if necessary, the
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target can select a ``G_LOAD``/``G_STORE`` of each gvreg operand.
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As opposed to SelectionDAG, there are no legalization phases. In particular,
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'type' and 'operation' legalization are not separate.
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Legalization is iterative, and all state is contained in GMIR. To maintain the
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validity of the intermediate code, instructions are introduced:
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* ``G_SEQUENCE`` --- concatenate multiple registers into a single wider
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register.
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* ``G_EXTRACT`` --- extract multiple registers (as contiguous sequences of bits)
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from a single wider register.
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As they are expected to be temporary byproducts of the legalization process,
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they are combined at the end of the :ref:`milegalizer` pass.
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If any remain, they are expected to always be selectable, using loads and stores
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if necessary.
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.. _api-legalizerinfo:
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API: LegalizerInfo
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^^^^^^^^^^^^^^^^^^
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Currently the API is broadly similar to SelectionDAG/TargetLowering, but
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extended in two ways:
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* The set of available actions is wider, avoiding the currently very
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overloaded ``Expand`` (which can cover everything from libcalls to
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scalarization depending on the node's opcode).
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* Since there's no separate type legalization, independently varying
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types on an instruction can have independent actions. For example a
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``G_ICMP`` has 2 independent types: the result and the inputs; we need
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to be able to say that comparing 2 s32s is OK, but the s1 result
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must be dealt with in another way.
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As such, the primary key when deciding what to do is the ``InstrAspect``,
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essentially a tuple consisting of ``(Opcode, TypeIdx, Type)`` and mapping to a
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suggested course of action.
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An example use might be:
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.. code-block:: c++
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// The CPU can't deal with an s1 result, do something about it.
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setAction({G_ICMP, 0, s1}, WidenScalar);
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// An s32 input (the second type) is fine though.
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setAction({G_ICMP, 1, s32}, Legal);
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``TODO``:
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An alternative worth investigating is to generalize the API to represent
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actions using ``std::function`` that implements the action, instead of explicit
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enum tokens (``Legal``, ``WidenScalar``, ...).
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``TODO``:
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Moreover, we could use TableGen to initially infer legality of operation from
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existing patterns (as any pattern we can select is by definition legal).
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Expanding that to describe legalization actions is a much larger but
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potentially useful project.
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.. _milegalizer-scalar-narrow:
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Scalar narrow types
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^^^^^^^^^^^^^^^^^^^
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In the AArch64 port, we currently mark as legal operations on narrow integer
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types that have a legal equivalent in a wider type.
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For example, this:
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%2(GPR,s8) = G_ADD %0, %1
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is selected to a 32-bit instruction:
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%2(GPR32) = ADDWrr %0, %1
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This avoids unnecessarily legalizing operations that can be seen as legal:
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8-bit additions are supported, but happen to have a 32-bit result with the high
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24 bits undefined.
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``TODO``:
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This has implications regarding vreg classes (as narrow values can now be
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represented by wider vregs) and should be investigated further.
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``TODO``:
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In particular, s1 comparison results can be represented as wider values in
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different ways.
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SelectionDAG has the notion of BooleanContents, which allows targets to choose
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what true and false are when in a larger register:
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* ``ZeroOrOne`` --- if only 0 and 1 are valid bools, even in a larger register.
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* ``ZeroOrMinusOne`` --- if -1 is true (common for vector instructions,
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where compares produce -1).
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* ``Undefined`` --- if only the low bit is relevant in determining truth.
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.. _milegalizer-non-power-of-2:
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Non-power of 2 types
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^^^^^^^^^^^^^^^^^^^^
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``TODO``:
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Types which have a size that isn't a power of 2 aren't currently supported.
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The setAction API will probably require changes to support them.
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Even notionally explicitly specified operations only make suggestions
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like "Widen" or "Narrow". The eventual type is still unspecified and a
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search is performed by repeated doubling/halving of the type's
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size.
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This is incorrect for types that aren't a power of 2. It's reasonable to
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expect we could construct an efficient set of side-tables for more general
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lookups though, encoding a map from the integers (i.e. the size of the current
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type) to types (the legal size).
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.. _milegalizer-vector:
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Vector types
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^^^^^^^^^^^^
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Vectors first get their element type legalized: ``<A x sB>`` becomes
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``<A x sC>`` such that at least one operation is legal with ``sC``.
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This is currently specified by the function ``setScalarInVectorAction``, called
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for example as:
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setScalarInVectorAction(G_ICMP, s1, WidenScalar);
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Next the number of elements is chosen so that the entire operation is
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legal. This aspect is not controllable at the moment, but probably
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should be (you could imagine disagreements on whether a ``<2 x s8>``
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operation should be scalarized or extended to ``<8 x s8>``).
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.. _regbankselect:
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RegBankSelect
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-------------
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This pass constrains the :ref:`gmir-gvregs` operands of generic
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instructions to some :ref:`gmir-regbank`.
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It iteratively maps instructions to a set of per-operand bank assignment.
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The possible mappings are determined by the target-provided
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:ref:`RegisterBankInfo <api-registerbankinfo>`.
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The mapping is then applied, possibly introducing ``COPY`` instructions if
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necessary.
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It traverses the ``MachineFunction`` top down so that all operands are already
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mapped when analyzing an instruction.
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This pass could also remap target-specific instructions when beneficial.
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In the future, this could replace the ExeDepsFix pass, as we can directly
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select the best variant for an instruction that's available on multiple banks.
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.. _api-registerbankinfo:
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API: RegisterBankInfo
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^^^^^^^^^^^^^^^^^^^^^
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||||
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||||
The ``RegisterBankInfo`` class describes multiple aspects of register banks.
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* **Banks**: ``addRegBankCoverage`` --- which register bank covers each
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register class.
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|
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* **Cross-Bank Copies**: ``copyCost`` --- the cost of a ``COPY`` from one bank
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to another.
|
||||
|
||||
* **Default Mapping**: ``getInstrMapping`` --- the default bank assignments for
|
||||
a given instruction.
|
||||
|
||||
* **Alternative Mapping**: ``getInstrAlternativeMapping`` --- the other
|
||||
possible bank assignments for a given instruction.
|
||||
|
||||
``TODO``:
|
||||
All this information should eventually be static and generated by TableGen,
|
||||
mostly using existing information augmented by bank descriptions.
|
||||
|
||||
``TODO``:
|
||||
``getInstrMapping`` is currently separate from ``getInstrAlternativeMapping``
|
||||
because the latter is more expensive: as we move to static mapping info,
|
||||
both methods should be free, and we should merge them.
|
||||
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||||
.. _regbankselect-modes:
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RegBankSelect Modes
|
||||
^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
``RegBankSelect`` currently has two modes:
|
||||
|
||||
* **Fast** --- For each instruction, pick a target-provided "default" bank
|
||||
assignment. This is the default at -O0.
|
||||
|
||||
* **Greedy** --- For each instruction, pick the cheapest of several
|
||||
target-provided bank assignment alternatives.
|
||||
|
||||
We intend to eventually introduce an additional optimizing mode:
|
||||
|
||||
* **Global** --- Across multiple instructions, pick the cheapest combination of
|
||||
bank assignments.
|
||||
|
||||
``NOTE``:
|
||||
On AArch64, we are considering using the Greedy mode even at -O0 (or perhaps at
|
||||
backend -O1): because :ref:`gmir-llt` doesn't distinguish floating point from
|
||||
integer scalars, the default assignment for loads and stores is the integer
|
||||
bank, introducing cross-bank copies on most floating point operations.
|
||||
|
||||
|
||||
.. _instructionselect:
|
||||
|
||||
InstructionSelect
|
||||
-----------------
|
||||
|
||||
This pass transforms generic machine instructions into equivalent
|
||||
target-specific instructions. It traverses the ``MachineFunction`` bottom-up,
|
||||
selecting uses before definitions, enabling trivial dead code elimination.
|
||||
|
||||
.. _api-instructionselector:
|
||||
|
||||
API: InstructionSelector
|
||||
^^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
The target implements the ``InstructionSelector`` class, containing the
|
||||
target-specific selection logic proper.
|
||||
|
||||
The instance is provided by the subtarget, so that it can specialize the
|
||||
selector by subtarget feature (with, e.g., a vector selector overriding parts
|
||||
of a general-purpose common selector).
|
||||
We might also want to parameterize it by MachineFunction, to enable selector
|
||||
variants based on function attributes like optsize.
|
||||
|
||||
The simple API consists of:
|
||||
|
||||
.. code-block:: c++
|
||||
|
||||
virtual bool select(MachineInstr &MI)
|
||||
|
||||
This target-provided method is responsible for mutating (or replacing) a
|
||||
possibly-generic MI into a fully target-specific equivalent.
|
||||
It is also responsible for doing the necessary constraining of gvregs into the
|
||||
appropriate register classes.
|
||||
|
||||
The ``InstructionSelector`` can fold other instructions into the selected MI,
|
||||
by walking the use-def chain of the vreg operands.
|
||||
As GlobalISel is Global, this folding can occur across basic blocks.
|
||||
|
||||
``TODO``:
|
||||
Currently, the Select pass is implemented with hand-written c++, similar to
|
||||
FastISel, rather than backed by tblgen'erated pattern-matching.
|
||||
We intend to eventually reuse SelectionDAG patterns.
|
||||
|
||||
|
||||
.. _maintainability:
|
||||
|
||||
Maintainability
|
||||
===============
|
||||
|
||||
.. _maintainability-iterative:
|
||||
|
||||
Iterative Transformations
|
||||
-------------------------
|
||||
|
||||
Passes are split into small, iterative transformations, with all state
|
||||
represented in the MIR.
|
||||
|
||||
This differs from SelectionDAG (in particular, the legalizer) using various
|
||||
in-memory side-tables.
|
||||
|
||||
|
||||
.. _maintainability-mir:
|
||||
|
||||
MIR Serialization
|
||||
-----------------
|
||||
|
||||
.. FIXME: Update the MIRLangRef to include GMI additions.
|
||||
|
||||
:ref:`gmir` is serializable (see :doc:`MIRLangRef`).
|
||||
Combined with :ref:`maintainability-iterative`, this enables much finer-grained
|
||||
testing, rather than requiring large and fragile IR-to-assembly tests.
|
||||
|
||||
The current "stage" in the :ref:`pipeline` is represented by a set of
|
||||
``MachineFunctionProperties``:
|
||||
|
||||
* ``legalized``
|
||||
* ``regBankSelected``
|
||||
* ``selected``
|
||||
|
||||
|
||||
.. _maintainability-verifier:
|
||||
|
||||
MachineVerifier
|
||||
---------------
|
||||
|
||||
The pass approach lets us use the ``MachineVerifier`` to enforce invariants.
|
||||
For instance, a ``regBankSelected`` function may not have gvregs without
|
||||
a bank.
|
||||
|
||||
``TODO``:
|
||||
The ``MachineVerifier`` being monolithic, some of the checks we want to do
|
||||
can't be integrated to it: GlobalISel is a separate library, so we can't
|
||||
directly reference it from CodeGen. For instance, legality checks are
|
||||
currently done in RegBankSelect/InstructionSelect proper. We could #ifdef out
|
||||
the checks, or we could add some sort of verifier API.
|
||||
|
||||
|
||||
.. _progress:
|
||||
|
||||
Progress and Future Work
|
||||
========================
|
||||
|
||||
The initial goal is to replace FastISel on AArch64. The next step will be to
|
||||
replace SelectionDAG as the optimized ISel.
|
||||
|
||||
``NOTE``:
|
||||
While we iterate on GlobalISel, we strive to avoid affecting the performance of
|
||||
SelectionDAG, FastISel, or the other MIR passes. For instance, the types of
|
||||
:ref:`gmir-gvregs` are stored in a separate table in ``MachineRegisterInfo``,
|
||||
that is destroyed after :ref:`instructionselect`.
|
||||
|
||||
.. _progress-fastisel:
|
||||
|
||||
FastISel Replacement
|
||||
--------------------
|
||||
|
||||
For the initial FastISel replacement, we intend to fallback to SelectionDAG on
|
||||
selection failures.
|
||||
|
||||
Currently, compile-time of the fast pipeline is within 1.5x of FastISel.
|
||||
We're optimistic we can get to within 1.1/1.2x, but beating FastISel will be
|
||||
challenging given the multi-pass approach.
|
||||
Still, supporting all IR (via a complete legalizer) and avoiding the fallback
|
||||
to SelectionDAG in the worst case should enable better amortized performance
|
||||
than SelectionDAG+FastISel.
|
||||
|
||||
``NOTE``:
|
||||
We considered never having a fallback to SelectionDAG, instead deciding early
|
||||
whether a given function is supported by GlobalISel or not. The decision would
|
||||
be based on :ref:`milegalizer` queries.
|
||||
We abandoned that for two reasons:
|
||||
a) on IR inputs, we'd need to basically simulate the :ref:`irtranslator`;
|
||||
b) to be robust against unforeseen failures and to enable iterative
|
||||
improvements.
|
||||
|
||||
.. _progress-targets:
|
||||
|
||||
Support For Other Targets
|
||||
-------------------------
|
||||
|
||||
In parallel, we're investigating adding support for other - ideally quite
|
||||
different - targets. For instance, there is some initial AMDGPU support.
|
||||
|
||||
|
||||
.. _porting:
|
||||
|
||||
Porting GlobalISel to A New Target
|
||||
==================================
|
||||
|
||||
There are four major classes to implement by the target:
|
||||
|
||||
* :ref:`CallLowering <api-calllowering>` --- lower calls, returns, and arguments
|
||||
according to the ABI.
|
||||
* :ref:`RegisterBankInfo <api-registerbankinfo>` --- describe
|
||||
:ref:`gmir-regbank` coverage, cross-bank copy cost, and the mapping of
|
||||
operands onto banks for each instruction.
|
||||
* :ref:`LegalizerInfo <api-legalizerinfo>` --- describe what is legal, and how
|
||||
to legalize what isn't.
|
||||
* :ref:`InstructionSelector <api-instructionselector>` --- select generic MIR
|
||||
to target-specific MIR.
|
||||
|
||||
Additionally:
|
||||
|
||||
* ``TargetPassConfig`` --- create the passes constituting the pipeline,
|
||||
including additional passes not included in the :ref:`pipeline`.
|
||||
* ``GISelAccessor`` --- setup the various subtarget-provided classes, with a
|
||||
graceful fallback to no-op when GlobalISel isn't enabled.
|
@ -272,6 +272,7 @@ For API clients and LLVM developers.
|
||||
FaultMaps
|
||||
MIRLangRef
|
||||
Coroutines
|
||||
GlobalISel
|
||||
|
||||
:doc:`WritingAnLLVMPass`
|
||||
Information on how to write LLVM transformations and analyses.
|
||||
@ -390,6 +391,9 @@ For API clients and LLVM developers.
|
||||
:doc:`Coroutines`
|
||||
LLVM support for coroutines.
|
||||
|
||||
:doc:`GlobalISel`
|
||||
This describes the prototype instruction selection replacement, GlobalISel.
|
||||
|
||||
Development Process Documentation
|
||||
=================================
|
||||
|
||||
|
Loading…
x
Reference in New Issue
Block a user