'\" t
.\"     Title: perf-arm-spe
.\"    Author: [FIXME: author] [see http://www.docbook.org/tdg5/en/html/author]
.\" Generator: DocBook XSL Stylesheets vsnapshot <http://docbook.sf.net/>
.\"      Date: 2022-04-14
.\"    Manual: perf Manual
.\"    Source: perf
.\"  Language: English
.\"
.TH "PERF\-ARM\-SPE" "1" "2022\-04\-14" "perf" "perf Manual"
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.SH "NAME"
perf-arm-spe \- Support for Arm Statistical Profiling Extension within Perf tools
.SH "SYNOPSIS"
.sp
.nf
\fIperf record\fR \-e arm_spe//
.fi
.SH "DESCRIPTION"
.sp
The SPE (Statistical Profiling Extension) feature provides accurate attribution of latencies and events down to individual instructions\&. Rather than being interrupt\-driven, it picks an instruction to sample and then captures data for it during execution\&. Data includes execution time in cycles\&. For loads and stores it also includes data address, cache miss events, and data origin\&.
.sp
The sampling has 5 stages:
.sp
.RS 4
.ie n \{\
\h'-04' 1.\h'+01'\c
.\}
.el \{\
.sp -1
.IP "  1." 4.2
.\}
Choose an operation
.RE
.sp
.RS 4
.ie n \{\
\h'-04' 2.\h'+01'\c
.\}
.el \{\
.sp -1
.IP "  2." 4.2
.\}
Collect data about the operation
.RE
.sp
.RS 4
.ie n \{\
\h'-04' 3.\h'+01'\c
.\}
.el \{\
.sp -1
.IP "  3." 4.2
.\}
Optionally discard the record based on a filter
.RE
.sp
.RS 4
.ie n \{\
\h'-04' 4.\h'+01'\c
.\}
.el \{\
.sp -1
.IP "  4." 4.2
.\}
Write the record to memory
.RE
.sp
.RS 4
.ie n \{\
\h'-04' 5.\h'+01'\c
.\}
.el \{\
.sp -1
.IP "  5." 4.2
.\}
Interrupt when the buffer is full
.RE
.SS "Choose an operation"
.sp
This is chosen from a sample population, for SPE this is an IMPLEMENTATION DEFINED choice of all architectural instructions or all micro\-ops\&. Sampling happens at a programmable interval\&. The architecture provides a mechanism for the SPE driver to infer the minimum interval at which it should sample\&. This minimum interval is used by the driver if no interval is specified\&. A pseudo\-random perturbation is also added to the sampling interval by default\&.
.SS "Collect data about the operation"
.sp
Program counter, PMU events, timings and data addresses related to the operation are recorded\&. Sampling ensures there is only one sampled operation is in flight\&.
.SS "Optionally discard the record based on a filter"
.sp
Based on programmable criteria, choose whether to keep the record or discard it\&. If the record is discarded then the flow stops here for this sample\&.
.SS "Write the record to memory"
.sp
The record is appended to a memory buffer
.SS "Interrupt when the buffer is full"
.sp
When the buffer fills, an interrupt is sent and the driver signals Perf to collect the records\&. Perf saves the raw data in the perf\&.data file\&.
.SH "OPENING THE FILE"
.sp
Up until this point no decoding of the SPE data was done by either the kernel or Perf\&. Only when the recorded file is opened with \fIperf report\fR or \fIperf script\fR does the decoding happen\&. When decoding the data, Perf generates "synthetic samples" as if these were generated at the time of the recording\&. These samples are the same as if normal sampling was done by Perf without using SPE, although they may have more attributes associated with them\&. For example a normal sample may have just the instruction pointer, but an SPE sample can have data addresses and latency attributes\&.
.SH "WHY SAMPLING?"
.sp
.RS 4
.ie n \{\
\h'-04'\(bu\h'+03'\c
.\}
.el \{\
.sp -1
.IP \(bu 2.3
.\}
Sampling, rather than tracing, cuts down the profiling problem to something more manageable for hardware\&. Only one sampled operation is in flight at a time\&.
.RE
.sp
.RS 4
.ie n \{\
\h'-04'\(bu\h'+03'\c
.\}
.el \{\
.sp -1
.IP \(bu 2.3
.\}
Allows precise attribution data, including: Full PC of instruction, data virtual and physical addresses\&.
.RE
.sp
.RS 4
.ie n \{\
\h'-04'\(bu\h'+03'\c
.\}
.el \{\
.sp -1
.IP \(bu 2.3
.\}
Allows correlation between an instruction and events, such as TLB and cache miss\&. (Data source indicates which particular cache was hit, but the meaning is implementation defined because different implementations can have different cache configurations\&.)
.RE
.sp
However, SPE does not provide any call\-graph information, and relies on statistical methods\&.
.SH "COLLISIONS"
.sp
When an operation is sampled while a previous sampled operation has not finished, a collision occurs\&. The new sample is dropped\&. Collisions affect the integrity of the data, so the sample rate should be set to avoid collisions\&.
.sp
The \fIsample_collision\fR PMU event can be used to determine the number of lost samples\&. Although this count is based on collisions \fIbefore\fR filtering occurs\&. Therefore this can not be used as an exact number for samples dropped that would have made it through the filter, but can be a rough guide\&.
.SH "THE EFFECT OF MICROARCHITECTURAL SAMPLING"
.sp
If an implementation samples micro\-operations instead of instructions, the results of sampling must be weighted accordingly\&.
.sp
For example, if a given instruction A is always converted into two micro\-operations, A0 and A1, it becomes twice as likely to appear in the sample population\&.
.sp
The coarse effect of conversions, and, if applicable, sampling of speculative operations, can be estimated from the \fIsample_pop\fR and \fIinst_retired\fR PMU events\&.
.SH "KERNEL REQUIREMENTS"
.sp
The ARM_SPE_PMU config must be set to build as either a module or statically\&.
.sp
Depending on CPU model, the kernel may need to be booted with page table isolation disabled (kpti=off)\&. If KPTI needs to be disabled, this will fail with a console message "profiling buffer inaccessible\&. Try passing \fIkpti=off\fR on the kernel command line"\&.
.SH "CAPTURING SPE WITH PERF COMMAND\-LINE TOOLS"
.sp
You can record a session with SPE samples:
.sp
.if n \{\
.RS 4
.\}
.nf
perf record \-e arm_spe// \-\- \&./mybench
.fi
.if n \{\
.RE
.\}
.sp
The sample period is set from the \-c option, and because the minimum interval is used by default it\(cqs recommended to set this to a higher value\&. The value is written to PMSIRR\&.INTERVAL\&.
.SS "Config parameters"
.sp
These are placed between the // in the event and comma separated\&. For example \fI\-e arm_spe/load_filter=1,min_latency=10/\fR
.sp
.if n \{\
.RS 4
.\}
.nf
branch_filter=1     \- collect branches only (PMSFCR\&.B)
event_filter=<mask> \- filter on specific events (PMSEVFR) \- see bitfield description below
jitter=1            \- use jitter to avoid resonance when sampling (PMSIRR\&.RND)
load_filter=1       \- collect loads only (PMSFCR\&.LD)
min_latency=<n>     \- collect only samples with this latency or higher* (PMSLATFR)
pa_enable=1         \- collect physical address (as well as VA) of loads/stores (PMSCR\&.PA) \- requires privilege
pct_enable=1        \- collect physical timestamp instead of virtual timestamp (PMSCR\&.PCT) \- requires privilege
store_filter=1      \- collect stores only (PMSFCR\&.ST)
ts_enable=1         \- enable timestamping with value of generic timer (PMSCR\&.TS)
.fi
.if n \{\
.RE
.\}
.sp
* Latency is the total latency from the point at which sampling started on that instruction, rather than only the execution latency\&.
.sp
Only some events can be filtered on; these include:
.sp
.if n \{\
.RS 4
.\}
.nf
bit 1     \- instruction retired (i\&.e\&. omit speculative instructions)
bit 3     \- L1D refill
bit 5     \- TLB refill
bit 7     \- mispredict
bit 11    \- misaligned access
.fi
.if n \{\
.RE
.\}
.sp
So to sample just retired instructions:
.sp
.if n \{\
.RS 4
.\}
.nf
perf record \-e arm_spe/event_filter=2/ \-\- \&./mybench
.fi
.if n \{\
.RE
.\}
.sp
or just mispredicted branches:
.sp
.if n \{\
.RS 4
.\}
.nf
perf record \-e arm_spe/event_filter=0x80/ \-\- \&./mybench
.fi
.if n \{\
.RE
.\}
.SS "Viewing the data"
.sp
By default perf report and perf script will assign samples to separate groups depending on the attributes/events of the SPE record\&. Because instructions can have multiple events associated with them, the samples in these groups are not necessarily unique\&. For example perf report shows these groups:
.sp
.if n \{\
.RS 4
.\}
.nf
Available samples
0 arm_spe//
0 dummy:u
21 l1d\-miss
897 l1d\-access
5 llc\-miss
7 llc\-access
2 tlb\-miss
1K tlb\-access
36 branch\-miss
0 remote\-access
900 memory
.fi
.if n \{\
.RE
.\}
.sp
The arm_spe// and dummy:u events are implementation details and are expected to be empty\&.
.sp
To get a full list of unique samples that are not sorted into groups, set the itrace option to generate \fIinstruction\fR samples\&. The period option is also taken into account, so set it to 1 instruction unless you want to further downsample the already sampled SPE data:
.sp
.if n \{\
.RS 4
.\}
.nf
perf report \-\-itrace=i1i
.fi
.if n \{\
.RE
.\}
.sp
Memory access details are also stored on the samples and this can be viewed with:
.sp
.if n \{\
.RS 4
.\}
.nf
perf report \-\-mem\-mode
.fi
.if n \{\
.RE
.\}
.SS "Common errors"
.sp
.RS 4
.ie n \{\
\h'-04'\(bu\h'+03'\c
.\}
.el \{\
.sp -1
.IP \(bu 2.3
.\}
"Cannot find PMU \(oqarm_spe\(cq\&. Missing kernel support?"
.sp
.if n \{\
.RS 4
.\}
.nf
Module not built or loaded, KPTI not disabled (see above), or running on a VM
.fi
.if n \{\
.RE
.\}
.RE
.sp
.RS 4
.ie n \{\
\h'-04'\(bu\h'+03'\c
.\}
.el \{\
.sp -1
.IP \(bu 2.3
.\}
"Arm SPE CONTEXT packets not found in the traces\&."
.sp
.if n \{\
.RS 4
.\}
.nf
Root privilege is required to collect context packets\&. But these only increase the accuracy of
assigning PIDs to kernel samples\&. For userspace sampling this can be ignored\&.
.fi
.if n \{\
.RE
.\}
.RE
.sp
.RS 4
.ie n \{\
\h'-04'\(bu\h'+03'\c
.\}
.el \{\
.sp -1
.IP \(bu 2.3
.\}
Excessively large perf\&.data file size
.sp
.if n \{\
.RS 4
.\}
.nf
Increase sampling interval (see above)
.fi
.if n \{\
.RE
.\}
.RE
.SH "SEE ALSO"
.sp
\fBperf-record\fR(1), \fBperf-script\fR(1), \fBperf-report\fR(1), \fBperf-inject\fR(1)