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589 lines
21 KiB
Plaintext
589 lines
21 KiB
Plaintext
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Intel Processor Trace
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=====================
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Overview
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========
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Intel Processor Trace (Intel PT) is an extension of Intel Architecture that
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collects information about software execution such as control flow, execution
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modes and timings and formats it into highly compressed binary packets.
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Technical details are documented in the Intel 64 and IA-32 Architectures
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Software Developer Manuals, Chapter 36 Intel Processor Trace.
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Intel PT is first supported in Intel Core M and 5th generation Intel Core
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processors that are based on the Intel micro-architecture code name Broadwell.
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Trace data is collected by 'perf record' and stored within the perf.data file.
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See below for options to 'perf record'.
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Trace data must be 'decoded' which involves walking the object code and matching
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the trace data packets. For example a TNT packet only tells whether a
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conditional branch was taken or not taken, so to make use of that packet the
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decoder must know precisely which instruction was being executed.
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Decoding is done on-the-fly. The decoder outputs samples in the same format as
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samples output by perf hardware events, for example as though the "instructions"
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or "branches" events had been recorded. Presently 3 tools support this:
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'perf script', 'perf report' and 'perf inject'. See below for more information
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on using those tools.
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The main distinguishing feature of Intel PT is that the decoder can determine
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the exact flow of software execution. Intel PT can be used to understand why
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and how did software get to a certain point, or behave a certain way. The
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software does not have to be recompiled, so Intel PT works with debug or release
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builds, however the executed images are needed - which makes use in JIT-compiled
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environments, or with self-modified code, a challenge. Also symbols need to be
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provided to make sense of addresses.
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A limitation of Intel PT is that it produces huge amounts of trace data
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(hundreds of megabytes per second per core) which takes a long time to decode,
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for example two or three orders of magnitude longer than it took to collect.
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Another limitation is the performance impact of tracing, something that will
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vary depending on the use-case and architecture.
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Quickstart
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==========
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It is important to start small. That is because it is easy to capture vastly
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more data than can possibly be processed.
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The simplest thing to do with Intel PT is userspace profiling of small programs.
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Data is captured with 'perf record' e.g. to trace 'ls' userspace-only:
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perf record -e intel_pt//u ls
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And profiled with 'perf report' e.g.
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perf report
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To also trace kernel space presents a problem, namely kernel self-modifying
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code. A fairly good kernel image is available in /proc/kcore but to get an
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accurate image a copy of /proc/kcore needs to be made under the same conditions
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as the data capture. A script perf-with-kcore can do that, but beware that the
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script makes use of 'sudo' to copy /proc/kcore. If you have perf installed
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locally from the source tree you can do:
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~/libexec/perf-core/perf-with-kcore record pt_ls -e intel_pt// -- ls
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which will create a directory named 'pt_ls' and put the perf.data file and
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copies of /proc/kcore, /proc/kallsyms and /proc/modules into it. Then to use
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'perf report' becomes:
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~/libexec/perf-core/perf-with-kcore report pt_ls
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Because samples are synthesized after-the-fact, the sampling period can be
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selected for reporting. e.g. sample every microsecond
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~/libexec/perf-core/perf-with-kcore report pt_ls --itrace=i1usge
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See the sections below for more information about the --itrace option.
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Beware the smaller the period, the more samples that are produced, and the
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longer it takes to process them.
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Also note that the coarseness of Intel PT timing information will start to
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distort the statistical value of the sampling as the sampling period becomes
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smaller.
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To represent software control flow, "branches" samples are produced. By default
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a branch sample is synthesized for every single branch. To get an idea what
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data is available you can use the 'perf script' tool with no parameters, which
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will list all the samples.
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perf record -e intel_pt//u ls
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perf script
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An interesting field that is not printed by default is 'flags' which can be
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displayed as follows:
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perf script -Fcomm,tid,pid,time,cpu,event,trace,ip,sym,dso,addr,symoff,flags
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The flags are "bcrosyiABEx" which stand for branch, call, return, conditional,
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system, asynchronous, interrupt, transaction abort, trace begin, trace end, and
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in transaction, respectively.
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While it is possible to create scripts to analyze the data, an alternative
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approach is available to export the data to a postgresql database. Refer to
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script export-to-postgresql.py for more details, and to script
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call-graph-from-postgresql.py for an example of using the database.
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As mentioned above, it is easy to capture too much data. One way to limit the
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data captured is to use 'snapshot' mode which is explained further below.
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Refer to 'new snapshot option' and 'Intel PT modes of operation' further below.
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Another problem that will be experienced is decoder errors. They can be caused
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by inability to access the executed image, self-modified or JIT-ed code, or the
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inability to match side-band information (such as context switches and mmaps)
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which results in the decoder not knowing what code was executed.
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There is also the problem of perf not being able to copy the data fast enough,
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resulting in data lost because the buffer was full. See 'Buffer handling' below
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for more details.
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perf record
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===========
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new event
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---------
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The Intel PT kernel driver creates a new PMU for Intel PT. PMU events are
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selected by providing the PMU name followed by the "config" separated by slashes.
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An enhancement has been made to allow default "config" e.g. the option
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-e intel_pt//
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will use a default config value. Currently that is the same as
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-e intel_pt/tsc,noretcomp=0/
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which is the same as
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-e intel_pt/tsc=1,noretcomp=0/
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The config terms are listed in /sys/devices/intel_pt/format. They are bit
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fields within the config member of the struct perf_event_attr which is
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passed to the kernel by the perf_event_open system call. They correspond to bit
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fields in the IA32_RTIT_CTL MSR. Here is a list of them and their definitions:
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$ for f in `ls /sys/devices/intel_pt/format`;do
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> echo $f
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> cat /sys/devices/intel_pt/format/$f
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> done
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noretcomp
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config:11
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tsc
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config:10
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Note that the default config must be overridden for each term i.e.
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-e intel_pt/noretcomp=0/
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is the same as:
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-e intel_pt/tsc=1,noretcomp=0/
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So, to disable TSC packets use:
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-e intel_pt/tsc=0/
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It is also possible to specify the config value explicitly:
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-e intel_pt/config=0x400/
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Note that, as with all events, the event is suffixed with event modifiers:
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u userspace
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k kernel
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h hypervisor
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G guest
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H host
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p precise ip
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'h', 'G' and 'H' are for virtualization which is not supported by Intel PT.
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'p' is also not relevant to Intel PT. So only options 'u' and 'k' are
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meaningful for Intel PT.
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perf_event_attr is displayed if the -vv option is used e.g.
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------------------------------------------------------------
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perf_event_attr:
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type 6
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size 112
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config 0x400
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{ sample_period, sample_freq } 1
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sample_type IP|TID|TIME|CPU|IDENTIFIER
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read_format ID
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disabled 1
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inherit 1
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exclude_kernel 1
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exclude_hv 1
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enable_on_exec 1
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sample_id_all 1
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------------------------------------------------------------
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sys_perf_event_open: pid 31104 cpu 0 group_fd -1 flags 0x8
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sys_perf_event_open: pid 31104 cpu 1 group_fd -1 flags 0x8
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sys_perf_event_open: pid 31104 cpu 2 group_fd -1 flags 0x8
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sys_perf_event_open: pid 31104 cpu 3 group_fd -1 flags 0x8
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------------------------------------------------------------
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new snapshot option
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-------------------
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To select snapshot mode a new option has been added:
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-S
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Optionally it can be followed by the snapshot size e.g.
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-S0x100000
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The default snapshot size is the auxtrace mmap size. If neither auxtrace mmap size
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nor snapshot size is specified, then the default is 4MiB for privileged users
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(or if /proc/sys/kernel/perf_event_paranoid < 0), 128KiB for unprivileged users.
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If an unprivileged user does not specify mmap pages, the mmap pages will be
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reduced as described in the 'new auxtrace mmap size option' section below.
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The snapshot size is displayed if the option -vv is used e.g.
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Intel PT snapshot size: %zu
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new auxtrace mmap size option
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---------------------------
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Intel PT buffer size is specified by an addition to the -m option e.g.
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-m,16
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selects a buffer size of 16 pages i.e. 64KiB.
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Note that the existing functionality of -m is unchanged. The auxtrace mmap size
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is specified by the optional addition of a comma and the value.
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The default auxtrace mmap size for Intel PT is 4MiB/page_size for privileged users
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(or if /proc/sys/kernel/perf_event_paranoid < 0), 128KiB for unprivileged users.
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If an unprivileged user does not specify mmap pages, the mmap pages will be
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reduced from the default 512KiB/page_size to 256KiB/page_size, otherwise the
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user is likely to get an error as they exceed their mlock limit (Max locked
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memory as shown in /proc/self/limits). Note that perf does not count the first
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512KiB (actually /proc/sys/kernel/perf_event_mlock_kb minus 1 page) per cpu
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against the mlock limit so an unprivileged user is allowed 512KiB per cpu plus
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their mlock limit (which defaults to 64KiB but is not multiplied by the number
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of cpus).
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In full-trace mode, powers of two are allowed for buffer size, with a minimum
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size of 2 pages. In snapshot mode, it is the same but the minimum size is
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1 page.
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The mmap size and auxtrace mmap size are displayed if the -vv option is used e.g.
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mmap length 528384
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auxtrace mmap length 4198400
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Intel PT modes of operation
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---------------------------
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Intel PT can be used in 2 modes:
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full-trace mode
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snapshot mode
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Full-trace mode traces continuously e.g.
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perf record -e intel_pt//u uname
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Snapshot mode captures the available data when a signal is sent e.g.
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perf record -v -e intel_pt//u -S ./loopy 1000000000 &
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[1] 11435
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kill -USR2 11435
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Recording AUX area tracing snapshot
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Note that the signal sent is SIGUSR2.
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Note that "Recording AUX area tracing snapshot" is displayed because the -v
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option is used.
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The 2 modes cannot be used together.
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Buffer handling
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---------------
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There may be buffer limitations (i.e. single ToPa entry) which means that actual
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buffer sizes are limited to powers of 2 up to 4MiB (MAX_ORDER). In order to
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provide other sizes, and in particular an arbitrarily large size, multiple
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buffers are logically concatenated. However an interrupt must be used to switch
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between buffers. That has two potential problems:
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a) the interrupt may not be handled in time so that the current buffer
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becomes full and some trace data is lost.
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b) the interrupts may slow the system and affect the performance
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results.
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If trace data is lost, the driver sets 'truncated' in the PERF_RECORD_AUX event
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which the tools report as an error.
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In full-trace mode, the driver waits for data to be copied out before allowing
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the (logical) buffer to wrap-around. If data is not copied out quickly enough,
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again 'truncated' is set in the PERF_RECORD_AUX event. If the driver has to
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wait, the intel_pt event gets disabled. Because it is difficult to know when
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that happens, perf tools always re-enable the intel_pt event after copying out
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data.
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Intel PT and build ids
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----------------------
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By default "perf record" post-processes the event stream to find all build ids
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for executables for all addresses sampled. Deliberately, Intel PT is not
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decoded for that purpose (it would take too long). Instead the build ids for
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all executables encountered (due to mmap, comm or task events) are included
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in the perf.data file.
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To see buildids included in the perf.data file use the command:
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perf buildid-list
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If the perf.data file contains Intel PT data, that is the same as:
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perf buildid-list --with-hits
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Snapshot mode and event disabling
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---------------------------------
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In order to make a snapshot, the intel_pt event is disabled using an IOCTL,
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namely PERF_EVENT_IOC_DISABLE. However doing that can also disable the
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collection of side-band information. In order to prevent that, a dummy
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software event has been introduced that permits tracking events (like mmaps) to
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continue to be recorded while intel_pt is disabled. That is important to ensure
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there is complete side-band information to allow the decoding of subsequent
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snapshots.
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A test has been created for that. To find the test:
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perf test list
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...
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23: Test using a dummy software event to keep tracking
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To run the test:
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perf test 23
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23: Test using a dummy software event to keep tracking : Ok
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perf record modes (nothing new here)
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------------------------------------
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perf record essentially operates in one of three modes:
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per thread
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per cpu
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workload only
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"per thread" mode is selected by -t or by --per-thread (with -p or -u or just a
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workload).
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"per cpu" is selected by -C or -a.
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"workload only" mode is selected by not using the other options but providing a
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command to run (i.e. the workload).
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In per-thread mode an exact list of threads is traced. There is no inheritance.
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Each thread has its own event buffer.
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In per-cpu mode all processes (or processes from the selected cgroup i.e. -G
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option, or processes selected with -p or -u) are traced. Each cpu has its own
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buffer. Inheritance is allowed.
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In workload-only mode, the workload is traced but with per-cpu buffers.
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Inheritance is allowed. Note that you can now trace a workload in per-thread
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mode by using the --per-thread option.
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Privileged vs non-privileged users
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----------------------------------
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Unless /proc/sys/kernel/perf_event_paranoid is set to -1, unprivileged users
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have memory limits imposed upon them. That affects what buffer sizes they can
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have as outlined above.
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Unless /proc/sys/kernel/perf_event_paranoid is set to -1, unprivileged users are
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not permitted to use tracepoints which means there is insufficient side-band
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information to decode Intel PT in per-cpu mode, and potentially workload-only
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mode too if the workload creates new processes.
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Note also, that to use tracepoints, read-access to debugfs is required. So if
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debugfs is not mounted or the user does not have read-access, it will again not
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be possible to decode Intel PT in per-cpu mode.
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sched_switch tracepoint
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-----------------------
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The sched_switch tracepoint is used to provide side-band data for Intel PT
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decoding. sched_switch events are automatically added. e.g. the second event
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shown below
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$ perf record -vv -e intel_pt//u uname
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------------------------------------------------------------
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perf_event_attr:
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type 6
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size 112
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config 0x400
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{ sample_period, sample_freq } 1
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sample_type IP|TID|TIME|CPU|IDENTIFIER
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read_format ID
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disabled 1
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inherit 1
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exclude_kernel 1
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exclude_hv 1
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enable_on_exec 1
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sample_id_all 1
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------------------------------------------------------------
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sys_perf_event_open: pid 31104 cpu 0 group_fd -1 flags 0x8
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sys_perf_event_open: pid 31104 cpu 1 group_fd -1 flags 0x8
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sys_perf_event_open: pid 31104 cpu 2 group_fd -1 flags 0x8
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sys_perf_event_open: pid 31104 cpu 3 group_fd -1 flags 0x8
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------------------------------------------------------------
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perf_event_attr:
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type 2
|
||
|
size 112
|
||
|
config 0x108
|
||
|
{ sample_period, sample_freq } 1
|
||
|
sample_type IP|TID|TIME|CPU|PERIOD|RAW|IDENTIFIER
|
||
|
read_format ID
|
||
|
inherit 1
|
||
|
sample_id_all 1
|
||
|
exclude_guest 1
|
||
|
------------------------------------------------------------
|
||
|
sys_perf_event_open: pid -1 cpu 0 group_fd -1 flags 0x8
|
||
|
sys_perf_event_open: pid -1 cpu 1 group_fd -1 flags 0x8
|
||
|
sys_perf_event_open: pid -1 cpu 2 group_fd -1 flags 0x8
|
||
|
sys_perf_event_open: pid -1 cpu 3 group_fd -1 flags 0x8
|
||
|
------------------------------------------------------------
|
||
|
perf_event_attr:
|
||
|
type 1
|
||
|
size 112
|
||
|
config 0x9
|
||
|
{ sample_period, sample_freq } 1
|
||
|
sample_type IP|TID|TIME|IDENTIFIER
|
||
|
read_format ID
|
||
|
disabled 1
|
||
|
inherit 1
|
||
|
exclude_kernel 1
|
||
|
exclude_hv 1
|
||
|
mmap 1
|
||
|
comm 1
|
||
|
enable_on_exec 1
|
||
|
task 1
|
||
|
sample_id_all 1
|
||
|
mmap2 1
|
||
|
comm_exec 1
|
||
|
------------------------------------------------------------
|
||
|
sys_perf_event_open: pid 31104 cpu 0 group_fd -1 flags 0x8
|
||
|
sys_perf_event_open: pid 31104 cpu 1 group_fd -1 flags 0x8
|
||
|
sys_perf_event_open: pid 31104 cpu 2 group_fd -1 flags 0x8
|
||
|
sys_perf_event_open: pid 31104 cpu 3 group_fd -1 flags 0x8
|
||
|
mmap size 528384B
|
||
|
AUX area mmap length 4194304
|
||
|
perf event ring buffer mmapped per cpu
|
||
|
Synthesizing auxtrace information
|
||
|
Linux
|
||
|
[ perf record: Woken up 1 times to write data ]
|
||
|
[ perf record: Captured and wrote 0.042 MB perf.data ]
|
||
|
|
||
|
Note, the sched_switch event is only added if the user is permitted to use it
|
||
|
and only in per-cpu mode.
|
||
|
|
||
|
Note also, the sched_switch event is only added if TSC packets are requested.
|
||
|
That is because, in the absence of timing information, the sched_switch events
|
||
|
cannot be matched against the Intel PT trace.
|
||
|
|
||
|
|
||
|
perf script
|
||
|
===========
|
||
|
|
||
|
By default, perf script will decode trace data found in the perf.data file.
|
||
|
This can be further controlled by new option --itrace.
|
||
|
|
||
|
|
||
|
New --itrace option
|
||
|
-------------------
|
||
|
|
||
|
Having no option is the same as
|
||
|
|
||
|
--itrace
|
||
|
|
||
|
which, in turn, is the same as
|
||
|
|
||
|
--itrace=ibxe
|
||
|
|
||
|
The letters are:
|
||
|
|
||
|
i synthesize "instructions" events
|
||
|
b synthesize "branches" events
|
||
|
x synthesize "transactions" events
|
||
|
c synthesize branches events (calls only)
|
||
|
r synthesize branches events (returns only)
|
||
|
e synthesize tracing error events
|
||
|
d create a debug log
|
||
|
g synthesize a call chain (use with i or x)
|
||
|
|
||
|
"Instructions" events look like they were recorded by "perf record -e
|
||
|
instructions".
|
||
|
|
||
|
"Branches" events look like they were recorded by "perf record -e branches". "c"
|
||
|
and "r" can be combined to get calls and returns.
|
||
|
|
||
|
"Transactions" events correspond to the start or end of transactions. The
|
||
|
'flags' field can be used in perf script to determine whether the event is a
|
||
|
tranasaction start, commit or abort.
|
||
|
|
||
|
Error events are new. They show where the decoder lost the trace. Error events
|
||
|
are quite important. Users must know if what they are seeing is a complete
|
||
|
picture or not.
|
||
|
|
||
|
The "d" option will cause the creation of a file "intel_pt.log" containing all
|
||
|
decoded packets and instructions. Note that this option slows down the decoder
|
||
|
and that the resulting file may be very large.
|
||
|
|
||
|
In addition, the period of the "instructions" event can be specified. e.g.
|
||
|
|
||
|
--itrace=i10us
|
||
|
|
||
|
sets the period to 10us i.e. one instruction sample is synthesized for each 10
|
||
|
microseconds of trace. Alternatives to "us" are "ms" (milliseconds),
|
||
|
"ns" (nanoseconds), "t" (TSC ticks) or "i" (instructions).
|
||
|
|
||
|
"ms", "us" and "ns" are converted to TSC ticks.
|
||
|
|
||
|
The timing information included with Intel PT does not give the time of every
|
||
|
instruction. Consequently, for the purpose of sampling, the decoder estimates
|
||
|
the time since the last timing packet based on 1 tick per instruction. The time
|
||
|
on the sample is *not* adjusted and reflects the last known value of TSC.
|
||
|
|
||
|
For Intel PT, the default period is 100us.
|
||
|
|
||
|
Also the call chain size (default 16, max. 1024) for instructions or
|
||
|
transactions events can be specified. e.g.
|
||
|
|
||
|
--itrace=ig32
|
||
|
--itrace=xg32
|
||
|
|
||
|
To disable trace decoding entirely, use the option --no-itrace.
|
||
|
|
||
|
|
||
|
dump option
|
||
|
-----------
|
||
|
|
||
|
perf script has an option (-D) to "dump" the events i.e. display the binary
|
||
|
data.
|
||
|
|
||
|
When -D is used, Intel PT packets are displayed. The packet decoder does not
|
||
|
pay attention to PSB packets, but just decodes the bytes - so the packets seen
|
||
|
by the actual decoder may not be identical in places where the data is corrupt.
|
||
|
One example of that would be when the buffer-switching interrupt has been too
|
||
|
slow, and the buffer has been filled completely. In that case, the last packet
|
||
|
in the buffer might be truncated and immediately followed by a PSB as the trace
|
||
|
continues in the next buffer.
|
||
|
|
||
|
To disable the display of Intel PT packets, combine the -D option with
|
||
|
--no-itrace.
|
||
|
|
||
|
|
||
|
perf report
|
||
|
===========
|
||
|
|
||
|
By default, perf report will decode trace data found in the perf.data file.
|
||
|
This can be further controlled by new option --itrace exactly the same as
|
||
|
perf script, with the exception that the default is --itrace=igxe.
|
||
|
|
||
|
|
||
|
perf inject
|
||
|
===========
|
||
|
|
||
|
perf inject also accepts the --itrace option in which case tracing data is
|
||
|
removed and replaced with the synthesized events. e.g.
|
||
|
|
||
|
perf inject --itrace -i perf.data -o perf.data.new
|