From: Ian Rogers <irogers@google.com>
To: "Yasin, Ahmad" <ahmad.yasin@intel.com>
Cc: Arnaldo Carvalho de Melo <acme@kernel.org>,
Kan Liang <kan.liang@linux.intel.com>,
Peter Zijlstra <peterz@infradead.org>,
Ingo Molnar <mingo@redhat.com>,
"Eranian, Stephane" <eranian@google.com>,
Andi Kleen <ak@linux.intel.com>,
"Taylor, Perry" <perry.taylor@intel.com>,
"Alt, Samantha" <samantha.alt@intel.com>,
"Biggers, Caleb" <caleb.biggers@intel.com>,
"Wang, Weilin" <weilin.wang@intel.com>,
"Baker, Edward" <edward.baker@intel.com>,
Mark Rutland <mark.rutland@arm.com>,
Alexander Shishkin <alexander.shishkin@linux.intel.com>,
Jiri Olsa <jolsa@kernel.org>, Namhyung Kim <namhyung@kernel.org>,
"Hunter, Adrian" <adrian.hunter@intel.com>,
Florian Fischer <florian.fischer@muhq.space>,
Rob Herring <robh@kernel.org>,
Zhengjun Xing <zhengjun.xing@linux.intel.com>,
John Garry <john.g.garry@oracle.com>,
Kajol Jain <kjain@linux.ibm.com>,
Sumanth Korikkar <sumanthk@linux.ibm.com>,
Thomas Richter <tmricht@linux.ibm.com>,
Tiezhu Yang <yangtiezhu@loongson.cn>,
Ravi Bangoria <ravi.bangoria@amd.com>,
Leo Yan <leo.yan@linaro.org>,
Yang Jihong <yangjihong1@huawei.com>,
James Clark <james.clark@arm.com>,
Suzuki Poulouse <suzuki.poulose@arm.com>,
Kang Minchul <tegongkang@gmail.com>,
Athira Rajeev <atrajeev@linux.vnet.ibm.com>,
"linux-perf-users@vger.kernel.org"
<linux-perf-users@vger.kernel.org>,
"linux-kernel@vger.kernel.org" <linux-kernel@vger.kernel.org>
Subject: Re: [PATCH v1 01/40] perf stat: Introduce skippable evsels
Date: Wed, 26 Apr 2023 17:37:11 -0700 [thread overview]
Message-ID: <CAP-5=fWfAxmcTPoxBjg64q0Es=052itWZy1EXpUh5NG7bXFnnw@mail.gmail.com> (raw)
In-Reply-To: <BYAPR11MB2807A842BCDCE8111D457378EC659@BYAPR11MB2807.namprd11.prod.outlook.com>
On Wed, Apr 26, 2023 at 4:26 PM Yasin, Ahmad <ahmad.yasin@intel.com> wrote:
>
> The output got needlessly lengthened with recent changes from Ian.
>
> These four metrics:
> # 14.5 % tma_retiring
> # 27.6 % tma_backend_bound
> # 40.9 % tma_frontend_bound
> # 17.0 % tma_bad_speculation
> better be appended on the right hand side of these four events (as current perf-stat does):
> 144,922 topdown-retiring:u
> 411,266 topdown-fe-bound:u
> 258,510 topdown-be-bound:u
> 184,090 topdown-bad-spec:u
>
> Also, I think we should not bother the default perf-stat users with the last two events:
> 2,585 INT_MISC.UOP_DROPPING:u # 4.528 M/sec
> 3,434 cpu/INT_MISC.RECOVERY_CYCLES,cmask=1,edge/u # 6.015 M/sec
>
> (yes, there are meant to increase accuracy of the previous tma_* level1 metrics, but the underlying event vary from model to model, e.g. SKL to ICL to SPR).
>
> Besides, I can think on better metrics to append on the top-most TMA event (TOPDOWN.SLOTS). tma_retiring does not belong there.
>
> Ahmad
Hi Ahmad,
when running perf without events and metrics you get a set of events
and metrics added for you. Previously this meant hard coded metrics
and these are just wrong. Their formulas are wrong, their thresholds
are wrong, they don't use groups correctly, they are inconsistent
between hybrid core types (appearing for one and not the other) and
there is more. When there is a hard coded metric then as they are
implicit from events being enabled, if I gather topdown level 3
metrics, topdown level 1 hard coded metrics may appear. So if I
generate CSV output I may or may not get implicitly added columns from
hard coded metrics. This bug was introduced by Intel and we've
consistently requested a fix, including at our last face-to-face. On
top of this the hard coded metrics in Linux 6.3 use "saved values" for
aggregation and this is broken, counts are at least doubled in some
cases meaning depending on flags you get wildly wrong figures for, for
example, memory bandwidth. So everything is wrong in Linux 6.3 and
needed fixing - this is something that Intel have been testing since
February, for a bug introduced in October, but these complaints came
up 2 weeks ago. Note, ARM pointed out an issue with this patch series
in less than a day, which is awesome testing work!
The switch to json metrics is both documented in the code base as
being the desired route and also in presentations we have worked with
Intel on giving (over years). But anyway, the complaint keeps coming
back to the perf output when running without events or metrics. The
output of what are called "shadow stats" in perf is tied to the output
of events, for metrics it is tied to a "leading" event ie the first
event parsed. For perf metric (cpu or cpu_core topdown-*) events there
is a requirement that the group leader is slots, and so when there are
topdown events in a metric it follows that the metrics are all output
with the slots event. We could look to change this behavior but why?
The complaint is that the output is hard to read, but it is hard to
read regardless of json metrics. In the meeting today, "slots" is a
classic example of what users don't understand. This is a separate
problem than fixing bugs in aggregation, hybrid, etc. The naming
decision to use "tma_bad_speculation" rather than "Bad Speculation" as
used in Linux 6.3 was one that I recall you personally approving.
Adding back the hard coded metrics and output for 6.4 is a regression:
- it will break CSV output when moving across architectures
- there is no testing unlike the json metrics that are tested as part
of project Valkyrie
- grouping, formulas, thresholds, etc. are broken.
- the only compelling reason could be to avoid hybrid crashes, but
that is something far better solved with this patch series.
I understand toplev is using this output for the timed pebs work. It
should not! There are no tests on the text output of perf, but what
there are tests on are the CSV and Json output - that's why they
exist. Tools should be using the CSV and Json output, if text were to
be required tool output then there should be tests on it. I've asked
for toplev to be added to the shell tests every time this has come up
in the past. It is far better to fix toplev not to use text output.
These changes are about fixing hybrid not about the output format of
the perf tool. At no point during 6.4 development has the json metric
output changed. Complaining that a tool, toplev, needs fixing because
of this is the fault of the tool that was doing something wrong. Once
tools are not using the text output then we can fix it and make it
more human readable. There is no reason, for example, to include
events *at all* when displaying metrics. At the same time as cleaning
this up we can question whether IPC and branch miss rate should be
gathered, as these contribute to multiplexing - another reason to run
the tool with CSV or Json output with a named metric, metric group or
event.
I acknowledge your point but it is wrong. I can share today's slide
deck with you if it is useful, Sam said she would be following up
inside of Intel. The only proposed fix for 6.4 is to not enable the
TopdownL1 group on hybrid. This patch series is the proposed long-term
hybrid fix and for 6.5. Testing, reviews, etc. all very much
appreciated.
Thanks,
Ian
> -----Original Message-----
> From: Ian Rogers <irogers@google.com>
> Sent: Wednesday, April 26, 2023 10:00
> To: Arnaldo Carvalho de Melo <acme@kernel.org>; Kan Liang <kan.liang@linux.intel.com>; Yasin, Ahmad <ahmad.yasin@intel.com>; Peter Zijlstra <peterz@infradead.org>; Ingo Molnar <mingo@redhat.com>; Eranian, Stephane <eranian@google.com>; Andi Kleen <ak@linux.intel.com>; Taylor, Perry <perry.taylor@intel.com>; Alt, Samantha <samantha.alt@intel.com>; Biggers, Caleb <caleb.biggers@intel.com>; Wang, Weilin <weilin.wang@intel.com>; Baker, Edward <edward.baker@intel.com>; Mark Rutland <mark.rutland@arm.com>; Alexander Shishkin <alexander.shishkin@linux.intel.com>; Jiri Olsa <jolsa@kernel.org>; Namhyung Kim <namhyung@kernel.org>; Hunter, Adrian <adrian.hunter@intel.com>; Florian Fischer <florian.fischer@muhq.space>; Rob Herring <robh@kernel.org>; Zhengjun Xing <zhengjun.xing@linux.intel.com>; John Garry <john.g.garry@oracle.com>; Kajol Jain <kjain@linux.ibm.com>; Sumanth Korikkar <sumanthk@linux.ibm.com>; Thomas Richter <tmricht@linux.ibm.com>; Tiezhu Yang <yangtiezhu@loongson.cn>; Ravi Bangoria <ravi.bangoria@amd.com>; Leo Yan <leo.yan@linaro.org>; Yang Jihong <yangjihong1@huawei.com>; James Clark <james.clark@arm.com>; Suzuki Poulouse <suzuki.poulose@arm.com>; Kang Minchul <tegongkang@gmail.com>; Athira Rajeev <atrajeev@linux.vnet.ibm.com>; linux-perf-users@vger.kernel.org; linux-kernel@vger.kernel.org
> Cc: Ian Rogers <irogers@google.com>
> Subject: [PATCH v1 01/40] perf stat: Introduce skippable evsels
>
> Perf stat with no arguments will use default events and metrics. These events may fail to open even with kernel and hypervisor disabled. When these fail then the permissions error appears even though they were implicitly selected. This is particularly a problem with the automatic selection of the TopdownL1 metric group on certain architectures like
> Skylake:
>
> ```
> $ perf stat true
> Error:
> Access to performance monitoring and observability operations is limited.
> Consider adjusting /proc/sys/kernel/perf_event_paranoid setting to open access to performance monitoring and observability operations for processes without CAP_PERFMON, CAP_SYS_PTRACE or CAP_SYS_ADMIN Linux capability.
> More information can be found at 'Perf events and tool security' document:
> https://www.kernel.org/doc/html/latest/admin-guide/perf-security.html
> perf_event_paranoid setting is 2:
> -1: Allow use of (almost) all events by all users
> Ignore mlock limit after perf_event_mlock_kb without CAP_IPC_LOCK
> >= 0: Disallow raw and ftrace function tracepoint access = 1: Disallow
> >CPU event access = 2: Disallow kernel profiling
> To make the adjusted perf_event_paranoid setting permanent preserve it in /etc/sysctl.conf (e.g. kernel.perf_event_paranoid = <setting>) ```
>
> This patch adds skippable evsels that when they fail to open won't fail and won't appear in output. The TopdownL1 events, from the metric group, are marked as skippable. This turns the failure above to:
>
> ```
> $ perf stat true
>
> Performance counter stats for 'true':
>
> 1.26 msec task-clock:u # 0.328 CPUs utilized
> 0 context-switches:u # 0.000 /sec
> 0 cpu-migrations:u # 0.000 /sec
> 49 page-faults:u # 38.930 K/sec
> 176,449 cycles:u # 0.140 GHz (48.99%)
> 122,905 instructions:u # 0.70 insn per cycle
> 28,264 branches:u # 22.456 M/sec
> 2,405 branch-misses:u # 8.51% of all branches
>
> 0.003834565 seconds time elapsed
>
> 0.000000000 seconds user
> 0.004130000 seconds sys
> ```
>
> When the events can have kernel/hypervisor disabled, like on Tigerlake, then it continues to succeed as:
>
> ```
> $ perf stat true
>
> Performance counter stats for 'true':
>
> 0.57 msec task-clock:u # 0.385 CPUs utilized
> 0 context-switches:u # 0.000 /sec
> 0 cpu-migrations:u # 0.000 /sec
> 47 page-faults:u # 82.329 K/sec
> 287,017 cycles:u # 0.503 GHz
> 133,318 instructions:u # 0.46 insn per cycle
> 31,396 branches:u # 54.996 M/sec
> 2,442 branch-misses:u # 7.78% of all branches
> 998,790 TOPDOWN.SLOTS:u # 14.5 % tma_retiring
> # 27.6 % tma_backend_bound
> # 40.9 % tma_frontend_bound
> # 17.0 % tma_bad_speculation
> 144,922 topdown-retiring:u
> 411,266 topdown-fe-bound:u
> 258,510 topdown-be-bound:u
> 184,090 topdown-bad-spec:u
> 2,585 INT_MISC.UOP_DROPPING:u # 4.528 M/sec
> 3,434 cpu/INT_MISC.RECOVERY_CYCLES,cmask=1,edge/u # 6.015 M/sec
>
> 0.001480954 seconds time elapsed
>
> 0.000000000 seconds user
> 0.001686000 seconds sys
> ```
>
> And this likewise works if paranoia allows or running as root.
>
> Signed-off-by: Ian Rogers <irogers@google.com>
> ---
> tools/perf/builtin-stat.c | 39 ++++++++++++++++++++++++++--------
> tools/perf/util/evsel.c | 15 +++++++++++--
> tools/perf/util/evsel.h | 1 +
> tools/perf/util/stat-display.c | 4 ++++
> 4 files changed, 48 insertions(+), 11 deletions(-)
>
> diff --git a/tools/perf/builtin-stat.c b/tools/perf/builtin-stat.c index efda63f6bf32..eb34f5418ad3 100644
> --- a/tools/perf/builtin-stat.c
> +++ b/tools/perf/builtin-stat.c
> @@ -667,6 +667,13 @@ static enum counter_recovery stat_handle_error(struct evsel *counter)
> evsel_list->core.threads->err_thread = -1;
> return COUNTER_RETRY;
> }
> + } else if (counter->skippable) {
> + if (verbose > 0)
> + ui__warning("skipping event %s that kernel failed to open .\n",
> + evsel__name(counter));
> + counter->supported = false;
> + counter->errored = true;
> + return COUNTER_SKIP;
> }
>
> evsel__open_strerror(counter, &target, errno, msg, sizeof(msg)); @@ -1885,15 +1892,29 @@ static int add_default_attributes(void)
> * Add TopdownL1 metrics if they exist. To minimize
> * multiplexing, don't request threshold computation.
> */
> - if (metricgroup__has_metric("TopdownL1") &&
> - metricgroup__parse_groups(evsel_list, "TopdownL1",
> - /*metric_no_group=*/false,
> - /*metric_no_merge=*/false,
> - /*metric_no_threshold=*/true,
> - stat_config.user_requested_cpu_list,
> - stat_config.system_wide,
> - &stat_config.metric_events) < 0)
> - return -1;
> + if (metricgroup__has_metric("TopdownL1")) {
> + struct evlist *metric_evlist = evlist__new();
> + struct evsel *metric_evsel;
> +
> + if (!metric_evlist)
> + return -1;
> +
> + if (metricgroup__parse_groups(metric_evlist, "TopdownL1",
> + /*metric_no_group=*/false,
> + /*metric_no_merge=*/false,
> + /*metric_no_threshold=*/true,
> + stat_config.user_requested_cpu_list,
> + stat_config.system_wide,
> + &stat_config.metric_events) < 0)
> + return -1;
> +
> + evlist__for_each_entry(metric_evlist, metric_evsel) {
> + metric_evsel->skippable = true;
> + }
> + evlist__splice_list_tail(evsel_list, &metric_evlist->core.entries);
> + evlist__delete(metric_evlist);
> + }
> +
> /* Platform specific attrs */
> if (evlist__add_default_attrs(evsel_list, default_null_attrs) < 0)
> return -1;
> diff --git a/tools/perf/util/evsel.c b/tools/perf/util/evsel.c index 356c07f03be6..1cd04b5998d2 100644
> --- a/tools/perf/util/evsel.c
> +++ b/tools/perf/util/evsel.c
> @@ -290,6 +290,7 @@ void evsel__init(struct evsel *evsel,
> evsel->per_pkg_mask = NULL;
> evsel->collect_stat = false;
> evsel->pmu_name = NULL;
> + evsel->skippable = false;
> }
>
> struct evsel *evsel__new_idx(struct perf_event_attr *attr, int idx) @@ -1725,9 +1726,13 @@ static int get_group_fd(struct evsel *evsel, int cpu_map_idx, int thread)
> return -1;
>
> fd = FD(leader, cpu_map_idx, thread);
> - BUG_ON(fd == -1);
> + BUG_ON(fd == -1 && !leader->skippable);
>
> - return fd;
> + /*
> + * When the leader has been skipped, return -2 to distinguish from no
> + * group leader case.
> + */
> + return fd == -1 ? -2 : fd;
> }
>
> static void evsel__remove_fd(struct evsel *pos, int nr_cpus, int nr_threads, int thread_idx) @@ -2109,6 +2114,12 @@ static int evsel__open_cpu(struct evsel *evsel, struct perf_cpu_map *cpus,
>
> group_fd = get_group_fd(evsel, idx, thread);
>
> + if (group_fd == -2) {
> + pr_debug("broken group leader for %s\n", evsel->name);
> + err = -EINVAL;
> + goto out_close;
> + }
> +
> test_attr__ready();
>
> /* Debug message used by test scripts */ diff --git a/tools/perf/util/evsel.h b/tools/perf/util/evsel.h index 35805dcdb1b9..bf8f01af1c0b 100644
> --- a/tools/perf/util/evsel.h
> +++ b/tools/perf/util/evsel.h
> @@ -95,6 +95,7 @@ struct evsel {
> bool weak_group;
> bool bpf_counter;
> bool use_config_name;
> + bool skippable;
> int bpf_fd;
> struct bpf_object *bpf_obj;
> struct list_head config_terms;
> diff --git a/tools/perf/util/stat-display.c b/tools/perf/util/stat-display.c index e6035ecbeee8..6b46bbb3d322 100644
> --- a/tools/perf/util/stat-display.c
> +++ b/tools/perf/util/stat-display.c
> @@ -810,6 +810,10 @@ static bool should_skip_zero_counter(struct perf_stat_config *config,
> struct perf_cpu cpu;
> int idx;
>
> + /* Skip counters that were speculatively/default enabled rather than requested. */
> + if (counter->skippable)
> + return true;
> +
> /*
> * Skip value 0 when enabling --per-thread globally,
> * otherwise it will have too many 0 output.
> --
> 2.40.1.495.gc816e09b53d-goog
>
> ---------------------------------------------------------------------
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next prev parent reply other threads:[~2023-04-27 0:37 UTC|newest]
Thread overview: 70+ messages / expand[flat|nested] mbox.gz Atom feed top
2023-04-26 7:00 [PATCH v1 00/40] Fix perf on Intel hybrid CPUs Ian Rogers
2023-04-26 7:00 ` [PATCH v1 01/40] perf stat: Introduce skippable evsels Ian Rogers
2023-04-26 23:26 ` Yasin, Ahmad
2023-04-27 0:37 ` Ian Rogers [this message]
2023-04-27 2:03 ` Ian Rogers
2023-04-27 18:52 ` Liang, Kan
2023-04-27 20:21 ` Ian Rogers
2023-04-27 21:00 ` Namhyung Kim
2023-04-27 21:09 ` Ian Rogers
2023-04-26 7:00 ` [PATCH v1 02/40] perf vendor events intel: Add alderlake metric constraints Ian Rogers
2023-04-26 7:00 ` [PATCH v1 03/40] perf vendor events intel: Add icelake " Ian Rogers
2023-04-27 19:06 ` Liang, Kan
2023-04-27 20:22 ` Ian Rogers
2023-04-26 7:00 ` [PATCH v1 04/40] perf vendor events intel: Add icelakex " Ian Rogers
2023-04-26 7:00 ` [PATCH v1 05/40] perf vendor events intel: Add sapphirerapids " Ian Rogers
2023-04-26 7:00 ` [PATCH v1 06/40] perf vendor events intel: Add tigerlake " Ian Rogers
2023-04-26 7:00 ` [PATCH v1 07/40] perf stat: Avoid segv on counter->name Ian Rogers
2023-04-27 19:11 ` Liang, Kan
2023-04-27 19:34 ` Arnaldo Carvalho de Melo
2023-04-26 7:00 ` [PATCH v1 08/40] perf test: Test more sysfs events Ian Rogers
2023-04-27 19:38 ` Liang, Kan
2023-04-27 20:23 ` Ian Rogers
2023-04-26 7:00 ` [PATCH v1 09/40] perf test: Use valid for PMU tests Ian Rogers
2023-04-27 19:39 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 10/40] perf test: Mask config then test Ian Rogers
2023-04-27 19:39 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 11/40] perf test: Test more with config_cache Ian Rogers
2023-04-27 19:40 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 12/40] perf test: Roundtrip name, don't assume 1 event per name Ian Rogers
2023-04-27 19:44 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 13/40] perf parse-events: Set attr.type to PMU type early Ian Rogers
2023-04-27 20:00 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 14/40] perf print-events: Avoid unnecessary strlist Ian Rogers
2023-04-27 20:01 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 15/40] perf parse-events: Avoid scanning PMUs before parsing Ian Rogers
2023-04-27 20:06 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 16/40] perf test: Validate events with hyphens in Ian Rogers
2023-04-27 20:08 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 17/40] perf evsel: Modify group pmu name for software events Ian Rogers
2023-04-27 20:12 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 18/40] perf test: Move x86 hybrid tests to arch/x86 Ian Rogers
2023-04-27 21:42 ` Liang, Kan
2023-04-26 7:00 ` [PATCH v1 19/40] perf test x86 hybrid: Don't assume evlist order Ian Rogers
2023-04-26 7:00 ` [PATCH v1 20/40] perf parse-events: Support PMUs for legacy cache events Ian Rogers
2023-04-26 7:00 ` [PATCH v1 21/40] perf parse-events: Wildcard " Ian Rogers
2023-04-26 10:11 ` James Clark
2023-04-27 5:50 ` Ian Rogers
2023-04-27 21:02 ` Ian Rogers
2023-04-26 7:00 ` [PATCH v1 22/40] perf print-events: Print legacy cache events for each PMU Ian Rogers
2023-04-26 7:00 ` [PATCH v1 23/40] perf parse-events: Support wildcards on raw events Ian Rogers
2023-04-26 7:00 ` [PATCH v1 24/40] perf parse-events: Remove now unused hybrid logic Ian Rogers
2023-04-26 7:00 ` [PATCH v1 25/40] perf parse-events: Minor type safety cleanup Ian Rogers
2023-04-26 7:00 ` [PATCH v1 26/40] perf parse-events: Add pmu filter Ian Rogers
2023-04-26 7:00 ` [PATCH v1 27/40] perf stat: Make cputype filter generic Ian Rogers
2023-04-26 7:00 ` [PATCH v1 28/40] perf test: Add cputype testing to perf stat Ian Rogers
2023-04-26 7:00 ` [PATCH v1 29/40] perf test: Fix parse-events tests for >1 core PMU Ian Rogers
2023-04-26 7:00 ` [PATCH v1 30/40] perf parse-events: Support hardware events as terms Ian Rogers
2023-04-26 7:00 ` [PATCH v1 31/40] perf parse-events: Avoid error when assigning a term Ian Rogers
2023-04-26 7:00 ` [PATCH v1 32/40] perf parse-events: Avoid error when assigning a legacy cache term Ian Rogers
2023-04-26 7:00 ` [PATCH v1 33/40] perf parse-events: Don't auto merge hybrid wildcard events Ian Rogers
2023-04-26 7:00 ` [PATCH v1 34/40] perf parse-events: Don't reorder atom cpu events Ian Rogers
2023-04-26 7:00 ` [PATCH v1 35/40] perf metrics: Be PMU specific for referenced metrics Ian Rogers
2023-04-26 7:00 ` [PATCH v1 37/40] perf stat: Command line PMU metric filtering Ian Rogers
2023-04-26 7:00 ` [PATCH v1 38/40] perf vendor events intel: Correct alderlake metrics Ian Rogers
2023-04-26 7:00 ` [PATCH v1 39/40] perf jevents: Don't rewrite metrics across PMUs Ian Rogers
2023-04-26 7:00 ` [PATCH v1 40/40] perf metrics: Be PMU specific in event match Ian Rogers
2023-04-26 13:53 ` [PATCH v1 00/40] Fix perf on Intel hybrid CPUs Liang, Kan
2023-04-26 21:09 ` Arnaldo Carvalho de Melo
2023-04-26 21:33 ` Arnaldo Carvalho de Melo
2023-04-26 22:07 ` Liang, Kan
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