LLVM-EXEGESIS(1) LLVM LLVM-EXEGESIS(1)
NAME
llvm-exegesis - LLVM Machine Instruction Benchmark
SYNOPSIS
llvm-exegesis [options]
DESCRIPTION
llvm-exegesis is a benchmarking tool that uses information available in
LLVM to measure host machine instruction characteristics like latency
or port decomposition.
Given an LLVM opcode name and a benchmarking mode, llvm-exegesis gener-
ates a code snippet that makes execution as serial (resp. as parallel)
as possible so that we can measure the latency (resp. uop decomposi-
tion) of the instruction. The code snippet is jitted and 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.
llvm-exegesis can also benchmark arbitrary user-provided code snippets.
EXAMPLE 1: BENCHMARKING INSTRUCTIONS
Assume you have an X86-64 machine. To measure the latency of a single
instruction, run:
$ llvm-exegesis -mode=latency -opcode-name=ADD64rr
Measuring the uop decomposition of an instruction works similarly:
$ llvm-exegesis -mode=uops -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):
---
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:
#!/bin/bash
readonly INSTRUCTIONS=$(($(grep INSTRUCTION_LIST_END build/lib/Target/X86/X86GenInstrInfo.inc | cut -f2 -d=) - 1))
for INSTRUCTION in $(seq 1 ${INSTRUCTIONS});
do
./build/bin/llvm-exegesis -mode=latency -opcode-index=${INSTRUCTION} | sed -n '/---/,$p'
done
FIXME: Provide an llvm-exegesis option to test all instructions.
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).
$ echo "vzeroupper" | llvm-exegesis -mode=uops -snippets-file=-
Real-life code snippets typically depend on registers or memory.
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 have two options:
o Mark the register as requiring a definition. llvm-exegesis will auto-
matically assign a value to the register. This can be done using the
directive LLVM-EXEGESIS-DEFREG <reg name> <hex_value>, where
<hex_value> is a bit pattern used to fill <reg_name>. If <hex_value>
is smaller than the register width, it will be sign-extended.
o Mark the register as a "live in". llvm-exegesis will benchmark using
whatever value was in this registers on entry. This can be done using
the directive LLVM-EXEGESIS-LIVEIN <reg name>.
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).
# LLVM-EXEGESIS-LIVEIN RDI
# LLVM-EXEGESIS-DEFREG XMM1 42
vmulps (%rdi), %xmm1, %xmm2
vhaddps %xmm2, %xmm2, %xmm3
addq $0x10, %rdi
EXAMPLE 3: 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:
$ 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 perfor-
mance characteristics. The clusters will be written out to /tmp/clus-
ters.csv in the following format:
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
...
llvm-exegesis will also analyze the clusters to point out inconsisten-
cies in the scheduling information. The output is an html file. For ex-
ample, /tmp/inconsistencies.html will contain messages like the follow-
ing : [image]
Note that the scheduling class names will be resolved only when
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
-help Print a summary of command line options.
-opcode-index=<LLVM opcode index>
Specify the opcode to measure, by index. See example 1 for de-
tails. Either opcode-index, opcode-name or snippets-file must
be set.
-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.
-snippets-file=<filename>
Specify the custom code snippet to measure. See example 2
for details. Either opcode-index, opcode-name or snip-
pets-file must be set.
-mode=[latency|uops|analysis]
Specify the run mode.
-num-repetitions=<Number of repetition>
Specify the number of repetitions of the asm snippet. Higher
values lead to more accurate measurements but lengthen the
benchmark.
-benchmarks-file=</path/to/file>
File to read (analysis mode) or write (latency/uops modes)
benchmark results. "-" uses stdin/stdout.
-analysis-clusters-output-file=</path/to/file>
If provided, write the analysis clusters as CSV to this file.
"-" prints to stdout.
-analysis-inconsistencies-output-file=</path/to/file>
If non-empty, write inconsistencies found during analysis to
this file. - prints to stdout.
-analysis-numpoints=<dbscan numPoints parameter>
Specify the numPoints parameters to be used for DBSCAN cluster-
ing (analysis mode).
-analysis-espilon=<dbscan epsilon parameter>
Specify the numPoints parameters to be used for DBSCAN cluster-
ing (analysis mode).
-ignore-invalid-sched-class=false
If set, ignore instructions that do not have a sched class
(class idx = 0).
-mcpu=<cpu name>
If set, measure the cpu characteristics using the coun-
ters for this CPU. This is useful when creating new sched
models (the host CPU is unknown to LLVM).
EXIT STATUS
llvm-exegesis returns 0 on success. Otherwise, an error message is
printed to standard error, and the tool returns a non 0 value.
AUTHOR
Maintained by the LLVM Team (https://llvm.org/).
COPYRIGHT
2003-2020, LLVM Project
8 2020-03-19 LLVM-EXEGESIS(1)