The CPU Performance Monitor Trace Provider gives the user access to the performance counters built into the CPU using the Fuchsia tracing system.
At present this is only supported for Intel chipsets.
On Intel the Performance Monitor provides the user with statistics regarding many aspects the CPU. For a complete list of the performance events available for, e.g., Skylake chips see Intel Volume 3 Chapter 19.2, Performance Monitoring Events For 6th And 7th Generation Processors. Not all events (or "counters") are currently available, there's a lot(!), but hopefully a number of useful events are currently present.
Here are a few examples:
- cache hits/misses, for each of L1, L2, L3
- cycles stalled due to cache misses
- branch mispredicts
- instructions retired
The tracing system uses "categories" to let one specify what trace data
to collect. Cpuperf uses these categories to simplify the specification
of what h/w events to enable. The full set of categories can be found
.inc files in this directory. A representative set of categories
is described below.
To collect trace data, run
ffx trace start on your host machine,
trace on a Fuchsia device directly.
$ categories="gfx" $ categories="$categories,cpu:fixed:unhalted_reference_cycles" $ categories="$categories,cpu:fixed:instructions_retired" $ categories="$categories,cpu:l2_lines,cpu:sample:10000" $ ffx trace start --buffer-size 64 --duration 2 --categories $categories
After you have the
.fxt file on your desktop you can load it into
the Perfetto viewer.
If you're using
traceutil, an easier way to view the trace is by loading
.html file that
traceutil generates. The author finds
it easiest to run
traceutil from the top level Fuchsia directory, view
that directory in Chrome (e.g.,
The basic operation of performance data collection is to allocate a buffer for trace records for each CPU, and then set a counter (on each CPU) to trigger an interrupt after a pre-specified number of events occurs. This interrupt is called the PMI interrupt (Performance Monitor Interrupt). On Intel the interrupt triggers when the counter overflows, at which point the interrupt service routine will write various information (for example timestamp and program counter) to the trace buffer, reset the counter to re-trigger another interrupt after the pre-specified number of events, and return.
When tracing stops the buffer is read by the Cpuperf Trace Provider and converted to the trace format used by the Trace Manager.
Tracing also stops when the buffer fills. Note that an internal buffer is used, and thus circular and streaming modes are not (currently) supported. How much trace data can be collected depends on several factors:
- duration of the trace
- size of the buffer
- frequency of sampling
- how frequently the counter overflows
- whether program counter information is written to the buffer
Data Collection Categories
As stated earlier, the Fuchsia tracing system uses "categories" to let one specify what data to collect. For CPU tracing, there are categories to specify what counters to enable, whether to trace the os, userspace, or both, as well as specify the sampling frequency.
For each performance counter see the Intel documentation for further information. This document does not attempt to provide detailed information on each counter.
Data for each counter is collected at a rate specified by the user. Eventually specifying a random rate will be possible. In the meantime the following set of rates are supported:
By default each counter is sampled independently. For example, if one requests "cpu:fixed:instructions_retired" and "arch:llc" (Last Level Cache - L3) with a sampling rate of 10000, then retired instructions will be sampled every 10000 "instruction retired" events and LLC operations will be sampled every 10000 "LLC" events, with the former happening far more frequently than the latter. Timestamps are collected with each sample so one can know how long it took to, for example, retire 10000 instructions.
A few counters are available to be used as "timebases". In timebase mode one counter is used to drive data collection of all counters, as opposed to each counter being collected at their own rate. This can provide a more consistent view of what's happening. On the other hand, doing so means we forego collecting statistical pc data for each event (since the only pc values we will have are those for the timebase event). A sample rate must be provided in addition to the timebase counter.
See below for the set of timebase counters as of this writing,
in the source tree for the current set.
Tally mode is a simpler alternative to sampling mode where counts of each event are collected over the entire trace run and then reported.
Tally mode is enabled via a category of "cpu:tally" instead of one of the "cpu:sample:* categories.
$ categories="cpu:l2_summary" $ categories="$categories,cpu:fixed:unhalted_reference_cycles" $ categories="$categories,cpu:fixed:instructions_retired" $ categories="$categories,cpu:mem:bytes,cpu:mem:requests" $ categories="$categories,cpu:tally" $ ffx trace start --buffer-size 64 --duration 2 --categories $categories
cpu:os - collect data for code running in kernelspace.
cpu:user - collect data for code running in userspace.
cpu:pc - collect pc data associated with each event
This is useful when wanting to know where, for example, cache misses are generally occurring (statistically speaking, depending upon the sample rate). The address space and program counter of each sample is included in the trace output. Doing so doubles the size of each trace record though, so there are tradeoffs.
The Intel Architecture provides three "fixed" counters:
These counters are "fixed" in the sense that they don't use the programmable counters. There are three of them and each of them has a fixed use. The advantage of them is that they don't use up a programmable counter: There are dozens of counters but, depending on the model, typically only at most four are usable at a time.
There are dozens of programmable counters on Skylake (and Kaby Lake) chips.
For a complete list see Intel Volume 3 Chapter 19.2,
Performance Monitoring Events For 6th And 7th Generation Processors.
For a list of the ones that are currently supported see
in the source tree.
To simplify specifying the programmable counters they have been grouped
into categories defined in
in the source tree. See these files for a full list.
Only one of these categories may be specified at a time. [Later we'll provide more control over what data to collect.]
A small selection of useful categories:
- Last Level Cache (L3) references
- Last Level Cache (L3) misses
- Branch instructions retired
- Branch instructions mispredicted
- Number of outstanding L1D misses every cycle
- Number of outstanding L1D misses for any logical thread on this processor core
- Number of lines brought into L1 data cache
- Demand requests that missed L2
- All requests that missed L2
- All Demand Data Read requests to L2
- All requests to L2
- Requests originating from core that reference cache line in L3
- Cache miss condition for references to L3
- Incremented each cycle of the number of offcore outstanding Demand Code Read transactions in SQ to uncore
- Cycles with at least 1 offcore outstanding Demand Code Read transactions in SQ to uncore
- Incremented each cycle of the number of offcore outstanding Demand Data Read transactions in SQ to uncore
- Cycles with at least 1 offcore outstanding Demand Data Read transactions in SQ to uncore
- Cycles with at least 6 offcore outstanding Demand Data Read transactions in SQ to uncore
- Cycles while L1 data miss demand load is outstanding
- Execution stalls while L1 data miss demand load is outstanding
- Cycles while L2 miss demand load is outstanding
- Execution stalls while L2 miss demand load is outstanding
- Cycles while L3 miss demand load is outstanding
- Execution stalls while L3 miss demand load is outstanding
- Cycles while memory subsystem has an outstanding load
- Execution stalls while memory subsystem has an outstanding load
These counters may be used as timebases. More will be added in time.
- same counter as cpu:fixed:instructions_retired
- same counter as cpu:fixed:unhalted_reference_cycles