llvm-exegesis - LLVM Machine Instruction Benchmark
==================================================
.. program:: llvm-exegesis
SYNOPSIS
--------
:program:`llvm-exegesis` [*options*]
DESCRIPTION
-----------
:program:`llvm-exegesis` is a benchmarking tool that uses information available
in LLVM to measure host machine instruction characteristics like latency,
throughput, or port decomposition.
Given an LLVM opcode name and a benchmarking mode, :program:`llvm-exegesis`
generates a code snippet that makes execution as serial (resp. as parallel) as
possible so that we can measure the latency (resp. inverse throughput/uop decomposition)
of the instruction.
The code snippet is jitted and, unless requested not to, executed on the
host subtarget. The time taken (resp. resource usage) is measured using
hardware performance counters. The result is printed out as YAML
to the standard output.
The main goal of this tool is to automatically (in)validate the LLVM's TableDef
scheduling models. To that end, we also provide analysis of the results.
:program:`llvm-exegesis` can also benchmark arbitrary user-provided code
snippets.
SUPPORTED PLATFORMS
-------------------
:program:`llvm-exegesis` currently only supports X86 (64-bit only), ARM (AArch64
only), MIPS, and PowerPC (PowerPC64LE only) on Linux for benchmarking. Not all
benchmarking functionality is guaranteed to work on every platform.
:program:`llvm-exegesis` also has a separate analysis mode that is supported
on every platform that LLVM is.
SNIPPET ANNOTATIONS
-------------------
:program:`llvm-exegesis` supports benchmarking arbitrary snippets of assembly.
However, benchmarking these snippets often requires some setup so that they
can execute properly. :program:`llvm-exegesis` has five annotations and some
additional utilities to help with setup so that snippets can be benchmarked
properly.
* `LLVM-EXEGESIS-DEFREG <register name>` - Adding this annotation to the text
assembly snippet to be benchmarked marks the register as requiring a definition.
A value will automatically be provided unless a second parameter, a hex value,
is passed in. This is done with the `LLVM-EXEGESIS-DEFREG <register name> <hex value>`
format. `<hex value>` is a bit pattern used to fill the register. If it is a
value smaller than the register, it is sign extended to match the size of the
register.
* `LLVM-EXEGESIS-LIVEIN <register name>` - This annotation allows specifying
registers that should keep their value upon starting the benchmark. Values
can be passed through registers from the benchmarking setup in some cases.
The registers and the values assigned to them that can be utilized in the
benchmarking script with a `LLVM-EXEGESIS-LIVEIN` are as follows:
* Scratch memory register - The specific register that this value is put in
is platform dependent (e.g., it is the RDI register on X86 Linux). Setting
this register as a live in ensures that a pointer to a block of memory (1MB)
is placed within this register that can be used by the snippet.
* `LLVM-EXEGESIS-MEM-DEF <value name> <size> <value>` - This annotation allows
specifying memory definitions that can later be mapped into the execution
process of a snippet with the `LLVM-EXEGESIS-MEM-MAP` annotation. Each
value is named using the `<value name>` argument so that it can be referenced
later within a map annotation. The size is specified in a decimal number of
bytes and the value is given in hexadecimal. If the size of the value is less
than the specified size, the value will be repeated until it fills the entire
section of memory. Using this annotation requires using the subprocess execution
mode.
* `LLVM-EXEGESIS-MEM-MAP <value name> <address>` - This annotation allows for
mapping previously defined memory definitions into the execution context of a
process. The value name refers to a previously defined memory definition and
the address is a decimal number that specifies the address the memory
definition should start at. Note that a single memory definition can be
mapped multiple times. Using this annotation requires the subprocess
execution mode.
* `LLVM-EXEGESIS-SNIPPET-ADDRESS <address>` - This annotation allows for
setting the address where the beginning of the snippet to be executed will
be mapped in at. The address is given in hexadecimal. Note that the snippet
also includes setup code, so the instruction exactly at the specified
address will not be the first instruction in the snippet. Using this
annotation requires the subprocess execution mode. This is useful in
cases where the memory accessed by the snippet depends on the location
of the snippet, like RIP-relative addressing.
* `LLVM-EXEGESIS-LOOP-REGISTER <register name>` - This annotation specifies
the loop register to use for keeping track of the current iteration when
using the loop repetition mode. :program:`llvm-exegesis` needs to keep track
of the current loop iteration within the loop repetition mode in a performant
manner (i.e., no memory accesses), and uses a register to do this. This register
has an architecture specific default (e.g., `R8` on X86), but this might conflict
with some snippets. This annotation allows changing the register to prevent
interference between the loop index register and the snippet.
EXAMPLE 1: benchmarking instructions
------------------------------------
Assume you have an X86-64 machine. To measure the latency of a single
instruction, run:
.. code-block:: bash
$ llvm-exegesis --mode=latency --opcode-name=ADD64rr
Measuring the uop decomposition or inverse throughput of an instruction works similarly:
.. code-block:: bash
$ llvm-exegesis --mode=uops --opcode-name=ADD64rr
$ llvm-exegesis --mode=inverse_throughput --opcode-name=ADD64rr
The output is a YAML document (the default is to write to stdout, but you can
redirect the output to a file using `--benchmarks-file`):
.. code-block:: none
---
key:
opcode_name: ADD64rr
mode: latency
config: ''
cpu_name: haswell
llvm_triple: x86_64-unknown-linux-gnu
num_repetitions: 10000
measurements:
- { key: latency, value: 1.0058, debug_string: '' }
error: ''
info: 'explicit self cycles, selecting one aliasing configuration.
Snippet:
ADD64rr R8, R8, R10
'
...
To measure the latency of all instructions for the host architecture, run:
.. code-block:: bash
$ llvm-exegesis --mode=latency --opcode-index=-1
EXAMPLE 2: benchmarking a custom code snippet
---------------------------------------------
To measure the latency/uops of a custom piece of code, you can specify the
`snippets-file` option (`-` reads from standard input).
.. code-block:: bash
$ echo "vzeroupper" | llvm-exegesis --mode=uops --snippets-file=-
Real-life code snippets typically depend on registers or memory.
:program:`llvm-exegesis` checks the liveliness of registers (i.e. any register
use has a corresponding def or is a "live in"). If your code depends on the
value of some registers, you need to use snippet annotations to ensure setup
is performed properly.
For example, the following code snippet depends on the values of XMM1 (which
will be set by the tool) and the memory buffer passed in RDI (live in).
.. code-block:: none
# LLVM-EXEGESIS-LIVEIN RDI
# LLVM-EXEGESIS-DEFREG XMM1 42
vmulps (%rdi), %xmm1, %xmm2
vhaddps %xmm2, %xmm2, %xmm3
addq $0x10, %rdi
Example 3: benchmarking with memory annotations
-----------------------------------------------
Some snippets require memory setup in specific places to execute without
crashing. Setting up memory can be accomplished with the `LLVM-EXEGESIS-MEM-DEF`
and `LLVM-EXEGESIS-MEM-MAP` annotations. To execute the following snippet:
.. code-block:: none
movq $8192, %rax
movq (%rax), %rdi
We need to have at least eight bytes of memory allocated starting `0x2000`.
We can create the necessary execution environment with the following
annotations added to the snippet:
.. code-block:: none
# LLVM-EXEGESIS-MEM-DEF test1 4096 7fffffff
# LLVM-EXEGESIS-MEM-MAP test1 8192
movq $8192, %rax
movq (%rax), %rdi
EXAMPLE 4: analysis
-------------------
Assuming you have a set of benchmarked instructions (either latency or uops) as
YAML in file `/tmp/benchmarks.yaml`, you can analyze the results using the
following command:
.. code-block:: bash
$ llvm-exegesis --mode=analysis \
--benchmarks-file=/tmp/benchmarks.yaml \
--analysis-clusters-output-file=/tmp/clusters.csv \
--analysis-inconsistencies-output-file=/tmp/inconsistencies.html
This will group the instructions into clusters with the same performance
characteristics. The clusters will be written out to `/tmp/clusters.csv` in the
following format:
.. code-block:: none
cluster_id,opcode_name,config,sched_class
...
2,ADD32ri8_DB,,WriteALU,1.00
2,ADD32ri_DB,,WriteALU,1.01
2,ADD32rr,,WriteALU,1.01
2,ADD32rr_DB,,WriteALU,1.00
2,ADD32rr_REV,,WriteALU,1.00
2,ADD64i32,,WriteALU,1.01
2,ADD64ri32,,WriteALU,1.01
2,MOVSX64rr32,,BSWAP32r_BSWAP64r_MOVSX64rr32,1.00
2,VPADDQYrr,,VPADDBYrr_VPADDDYrr_VPADDQYrr_VPADDWYrr_VPSUBBYrr_VPSUBDYrr_VPSUBQYrr_VPSUBWYrr,1.02
2,VPSUBQYrr,,VPADDBYrr_VPADDDYrr_VPADDQYrr_VPADDWYrr_VPSUBBYrr_VPSUBDYrr_VPSUBQYrr_VPSUBWYrr,1.01
2,ADD64ri8,,WriteALU,1.00
2,SETBr,,WriteSETCC,1.01
...
:program:`llvm-exegesis` will also analyze the clusters to point out
inconsistencies in the scheduling information. The output is an html file. For
example, `/tmp/inconsistencies.html` will contain messages like the following :
.. image:: llvm-exegesis-analysis.png
:align: center
Note that the scheduling class names will be resolved only when
:program:`llvm-exegesis` is compiled in debug mode, else only the class id will
be shown. This does not invalidate any of the analysis results though.
OPTIONS
-------
.. option:: --help
Print a summary of command line options.
.. option:: --opcode-index=<LLVM opcode index>
Specify the opcode to measure, by index. Specifying `-1` will result
in measuring every existing opcode. See example 1 for details.
Either `opcode-index`, `opcode-name` or `snippets-file` must be set.
.. option:: --opcode-name=<opcode name 1>,<opcode name 2>,...
Specify the opcode to measure, by name. Several opcodes can be specified as
a comma-separated list. See example 1 for details.
Either `opcode-index`, `opcode-name` or `snippets-file` must be set.
.. option:: --snippets-file=<filename>
Specify the custom code snippet to measure. See example 2 for details.
Either `opcode-index`, `opcode-name` or `snippets-file` must be set.
.. option:: --mode=[latency|uops|inverse_throughput|analysis]
Specify the run mode. Note that some modes have additional requirements and options.
`latency` mode can be make use of either RDTSC or LBR.
`latency[LBR]` is only available on X86 (at least `Skylake`).
To run in `latency` mode, a positive value must be specified
for `x86-lbr-sample-period` and `--repetition-mode=loop`.
In `analysis` mode, you also need to specify at least one of the
`-analysis-clusters-output-file=` and `-analysis-inconsistencies-output-file=`.
.. option:: --benchmark-phase=[prepare-snippet|prepare-and-assemble-snippet|assemble-measured-code|measure]
By default, when `-mode=` is specified, the generated snippet will be executed
and measured, and that requires that we are running on the hardware for which
the snippet was generated, and that supports performance measurements.
However, it is possible to stop at some stage before measuring. Choices are:
* ``prepare-snippet``: Only generate the minimal instruction sequence.
* ``prepare-and-assemble-snippet``: Same as ``prepare-snippet``, but also dumps an excerpt of the sequence (hex encoded).
* ``assemble-measured-code``: Same as ``prepare-and-assemble-snippet``. but also creates the full sequence that can be dumped to a file using ``--dump-object-to-disk``.
* ``measure``: Same as ``assemble-measured-code``, but also runs the measurement.
.. option:: --x86-lbr-sample-period=<nBranches/sample>
Specify the LBR sampling period - how many branches before we take a sample.
When a positive value is specified for this option and when the mode is `latency`,
we will use LBRs for measuring.
On choosing the "right" sampling period, a small value is preferred, but throttling
could occur if the sampling is too frequent. A prime number should be used to
avoid consistently skipping certain blocks.
.. option:: --x86-disable-upper-sse-registers
Using the upper xmm registers (xmm8-xmm15) forces a longer instruction encoding
which may put greater pressure on the frontend fetch and decode stages,
potentially reducing the rate that instructions are dispatched to the backend,
particularly on older hardware. Comparing baseline results with this mode
enabled can help determine the effects of the frontend and can be used to
improve latency and throughput estimates.
.. option:: --repetition-mode=[duplicate|loop|min|middle-half-duplicate|middle-half-loop]
Specify the repetition mode. `duplicate` will create a large, straight line
basic block with `min-instructions` instructions (repeating the snippet
`min-instructions`/`snippet size` times). `loop` will, optionally, duplicate the
snippet until the loop body contains at least `loop-body-size` instructions,
and then wrap the result in a loop which will execute `min-instructions`
instructions (thus, again, repeating the snippet
`min-instructions`/`snippet size` times). The `loop` mode, especially with loop
unrolling tends to better hide the effects of the CPU frontend on architectures
that cache decoded instructions, but consumes a register for counting
iterations. If performing an analysis over many opcodes, it may be best to
instead use the `min` mode, which will run each other mode,
and produce the minimal measured result. The middle half repetition modes
will either duplicate or run the snippet in a loop depending upon the specific
mode. The middle half repetition modes will run two benchmarks, one twice the
length of the first one, and then subtract the difference between them to get
values without overhead.
.. option:: --min-instructions=<Number of instructions>
Specify the target number of executed instructions. Note that the actual
repetition count of the snippet will be `min-instructions`/`snippet size`.
Higher values lead to more accurate measurements but lengthen the benchmark.
.. option:: --loop-body-size=<Preferred loop body size>
Only effective for `-repetition-mode=[loop|min]`.
Instead of looping over the snippet directly, first duplicate it so that the
loop body contains at least this many instructions. This potentially results
in loop body being cached in the CPU Op Cache / Loop Cache, which allows to
which may have higher throughput than the CPU decoders.
.. option:: --max-configs-per-opcode=<value>
Specify the maximum configurations that can be generated for each opcode.
By default this is `1`, meaning that we assume that a single measurement is
enough to characterize an opcode. This might not be true of all instructions:
for example, the performance characteristics of the LEA instruction on X86
depends on the value of assigned registers and immediates. Setting a value of
`-max-configs-per-opcode` larger than `1` allows `llvm-exegesis` to explore
more configurations to discover if some register or immediate assignments
lead to different performance characteristics.
.. option:: --benchmarks-file=</path/to/file>
File to read (`analysis` mode) or write (`latency`/`uops`/`inverse_throughput`
modes) benchmark results. "-" uses stdin/stdout.
.. option:: --analysis-clusters-output-file=</path/to/file>
If provided, write the analysis clusters as CSV to this file. "-" prints to
stdout. By default, this analysis is not run.
.. option:: --analysis-inconsistencies-output-file=</path/to/file>
If non-empty, write inconsistencies found during analysis to this file. `-`
prints to stdout. By default, this analysis is not run.
.. option:: --analysis-filter=[all|reg-only|mem-only]
By default, all benchmark results are analysed, but sometimes it may be useful
to only look at those that to not involve memory, or vice versa. This option
allows to either keep all benchmarks, or filter out (ignore) either all the
ones that do involve memory (involve instructions that may read or write to
memory), or the opposite, to only keep such benchmarks.
.. option:: --analysis-clustering=[dbscan,naive]
Specify the clustering algorithm to use. By default DBSCAN will be used.
Naive clustering algorithm is better for doing further work on the
`-analysis-inconsistencies-output-file=` output, it will create one cluster
per opcode, and check that the cluster is stable (all points are neighbours).
.. option:: --analysis-numpoints=<dbscan numPoints parameter>
Specify the numPoints parameters to be used for DBSCAN clustering
(`analysis` mode, DBSCAN only).
.. option:: --analysis-clustering-epsilon=<dbscan epsilon parameter>
Specify the epsilon parameter used for clustering of benchmark points
(`analysis` mode).
.. option:: --analysis-inconsistency-epsilon=<epsilon>
Specify the epsilon parameter used for detection of when the cluster
is different from the LLVM schedule profile values (`analysis` mode).
.. option:: --analysis-display-unstable-clusters
If there is more than one benchmark for an opcode, said benchmarks may end up
not being clustered into the same cluster if the measured performance
characteristics are different. by default all such opcodes are filtered out.
This flag will instead show only such unstable opcodes.
.. option:: --ignore-invalid-sched-class=false
If set, ignore instructions that do not have a sched class (class idx = 0).
.. option:: --mtriple=<triple name>
Target triple. See `-version` for available targets.
.. option:: --mcpu=<cpu name>
If set, measure the cpu characteristics using the counters for this CPU. This
is useful when creating new sched models (the host CPU is unknown to LLVM).
(`-mcpu=help` for details)
.. option:: --analysis-override-benchmark-triple-and-cpu
By default, llvm-exegesis will analyze the benchmarks for the triple/CPU they
were measured for, but if you want to analyze them for some other combination
(specified via `-mtriple`/`-mcpu`), you can pass this flag.
.. option:: --dump-object-to-disk=true
If set, llvm-exegesis will dump the generated code to a temporary file to
enable code inspection. Disabled by default.
.. option:: --use-dummy-perf-counters
If set, llvm-exegesis will not read any real performance counters and
return a dummy value instead. This can be used to ensure a snippet doesn't
crash when hardware performance counters are unavailable and for
debugging :program:`llvm-exegesis` itself.
.. option:: --execution-mode=[inprocess,subprocess]
This option specifies what execution mode to use. The `inprocess` execution
mode is the default. The `subprocess` execution mode allows for additional
features such as memory annotations but is currently restricted to X86-64
on Linux.
.. option:: --benchmark-repeat-count=<repeat-count>
This option enables specifying the number of times to repeat the measurement
when performing latency measurements. By default, llvm-exegesis will repeat
a latency measurement enough times to balance run-time and noise reduction.
.. option:: --validation-counter=[instructions-retired,l1d-cache-load-misses,
l1d-cache-store-misses,l1i-cache-load-misses,data-tlb-load-misses,
data-tld-store-misses,instruction-tlb-load-misses]
This option enables the use of validation counters, which measure additional
microarchitectural events like cache misses to validate snippet execution
conditions. These events are measured using the perf subsystem in a group
with the performance counter used to measure the value of interest. This
flag can be specified multiple times to measure multiple events. The maximum
number of validation counters is platform dependent.
EXIT STATUS
-----------
:program:`llvm-exegesis` returns 0 on success. Otherwise, an error message is
printed to standard error, and the tool returns a non 0 value.
Codebase Browser
llvm