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Increase load benchmark repetitions to 5 #9898

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@sarahchen6 sarahchen6 commented Nov 3, 2025 •
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What Does This Do

Separate the petclinic and insecure-bank load benchmarks into two separate jobs that run in parallel in order to reduce CI time while increasing the repetition count to 5.

Motivation

Improve load benchmark stability without increasing CI time.

Additional Notes

WIP

Contributor Checklist

Jira ticket: [PROJ-IDENT]

@sarahchen6 sarahchen6 requested a review from a team as a code owner November 3, 2025 20:34
@sarahchen6 sarahchen6 requested review from amarziali and removed request for a team November 3, 2025 20:34
@sarahchen6 sarahchen6 added type: enhancement Enhancements and improvements tag: no release notes Changes to exclude from release notes comp: tooling Build & Tooling labels Nov 3, 2025
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@sarahchen6 sarahchen6 marked this pull request as draft November 3, 2025 22:08
@sarahchen6 sarahchen6 force-pushed the sarahchen6/increase-load-benchmark-reps branch from f7ce7fb to f68d358 Compare November 4, 2025 21:32
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Benchmarks

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master sarahchen6/increase-load-benchmark-reps
git_commit_date 1762864555 1762881211
git_commit_sha 1397f25 4243ccc
release_version 1.56.0-SNAPSHOT~1397f25f48 1.56.0-SNAPSHOT~4243ccc14e
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1762883073 1762883073
ci_job_id 1227981163 1227981163
ci_pipeline_id 81970592 81970592
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-zfyrx7zua-project-304-concurrent-0-1r382na4 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-0-1r382na4 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
module Agent Agent
parent None None

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 53 metrics, 12 unstable metrics.

Startup time reports for insecure-bank 
gantt
    title insecure-bank - global startup overhead: candidate=1.56.0-SNAPSHOT~4243ccc14e, baseline=1.56.0-SNAPSHOT~1397f25f48

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.054 s) : 0, 1054176
Total [baseline] (8.62 s) : 0, 8619808
Agent [candidate] (1.061 s) : 0, 1060820
Total [candidate] (8.647 s) : 0, 8646692
section iast
Agent [baseline] (1.18 s) : 0, 1180089
Total [baseline] (9.234 s) : 0, 9234094
Agent [candidate] (1.193 s) : 0, 1192611
Total [candidate] (9.323 s) : 0, 9322587
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.054 s -
Agent iast 1.18 s 125.913 ms (11.9%)
Total tracing 8.62 s -
Total iast 9.234 s 614.286 ms (7.1%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.061 s -
Agent iast 1.193 s 131.791 ms (12.4%)
Total tracing 8.647 s -
Total iast 9.323 s 675.894 ms (7.8%) 
gantt
    title insecure-bank - break down per module: candidate=1.56.0-SNAPSHOT~4243ccc14e, baseline=1.56.0-SNAPSHOT~1397f25f48

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.481 ms) : 0, 1481
crashtracking [candidate] (1.479 ms) : 0, 1479
BytebuddyAgent [baseline] (709.651 ms) : 0, 709651
BytebuddyAgent [candidate] (713.975 ms) : 0, 713975
GlobalTracer [baseline] (247.235 ms) : 0, 247235
GlobalTracer [candidate] (249.069 ms) : 0, 249069
AppSec [baseline] (32.492 ms) : 0, 32492
AppSec [candidate] (32.867 ms) : 0, 32867
Debugger [baseline] (6.431 ms) : 0, 6431
Debugger [candidate] (6.55 ms) : 0, 6550
Remote Config [baseline] (711.393 µs) : 0, 711
Remote Config [candidate] (720.253 µs) : 0, 720
Telemetry [baseline] (13.932 ms) : 0, 13932
Telemetry [candidate] (11.557 ms) : 0, 11557
Flare Poller [baseline] (7.336 ms) : 0, 7336
Flare Poller [candidate] (9.591 ms) : 0, 9591
section iast
crashtracking [baseline] (1.457 ms) : 0, 1457
crashtracking [candidate] (1.476 ms) : 0, 1476
BytebuddyAgent [baseline] (828.552 ms) : 0, 828552
BytebuddyAgent [candidate] (839.62 ms) : 0, 839620
GlobalTracer [baseline] (234.766 ms) : 0, 234766
GlobalTracer [candidate] (235.345 ms) : 0, 235345
AppSec [baseline] (28.844 ms) : 0, 28844
AppSec [candidate] (28.391 ms) : 0, 28391
Debugger [baseline] (6.049 ms) : 0, 6049
Debugger [candidate] (6.04 ms) : 0, 6040
Remote Config [baseline] (623.049 µs) : 0, 623
Remote Config [candidate] (603.064 µs) : 0, 603
Telemetry [baseline] (8.478 ms) : 0, 8478
Telemetry [candidate] (8.48 ms) : 0, 8480
Flare Poller [baseline] (4.09 ms) : 0, 4090
Flare Poller [candidate] (4.12 ms) : 0, 4120
IAST [baseline] (32.346 ms) : 0, 32346
IAST [candidate] (33.523 ms) : 0, 33523
Loading
Startup time reports for petclinic 
gantt
    title petclinic - global startup overhead: candidate=1.56.0-SNAPSHOT~4243ccc14e, baseline=1.56.0-SNAPSHOT~1397f25f48

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.049 s) : 0, 1048653
Total [baseline] (10.919 s) : 0, 10918532
Agent [candidate] (1.06 s) : 0, 1060259
Total [candidate] (10.776 s) : 0, 10775511
section appsec
Agent [baseline] (1.222 s) : 0, 1221992
Total [baseline] (10.912 s) : 0, 10912300
Agent [candidate] (1.222 s) : 0, 1221632
Total [candidate] (10.913 s) : 0, 10912967
section iast
Agent [baseline] (1.181 s) : 0, 1181077
Total [baseline] (11.157 s) : 0, 11156533
Agent [candidate] (1.19 s) : 0, 1189681
Total [candidate] (11.171 s) : 0, 11170749
section profiling
Agent [baseline] (1.191 s) : 0, 1191232
Total [baseline] (10.921 s) : 0, 10921346
Agent [candidate] (1.195 s) : 0, 1195011
Total [candidate] (10.868 s) : 0, 10867785
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.049 s -
Agent appsec 1.222 s 173.338 ms (16.5%)
Agent iast 1.181 s 132.424 ms (12.6%)
Agent profiling 1.191 s 142.579 ms (13.6%)
Total tracing 10.919 s -
Total appsec 10.912 s -6.232 ms (-0.1%)
Total iast 11.157 s 238.001 ms (2.2%)
Total profiling 10.921 s 2.814 ms (0.0%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.06 s -
Agent appsec 1.222 s 161.373 ms (15.2%)
Agent iast 1.19 s 129.422 ms (12.2%)
Agent profiling 1.195 s 134.753 ms (12.7%)
Total tracing 10.776 s -
Total appsec 10.913 s 137.456 ms (1.3%)
Total iast 11.171 s 395.239 ms (3.7%)
Total profiling 10.868 s 92.275 ms (0.9%) 
gantt
    title petclinic - break down per module: candidate=1.56.0-SNAPSHOT~4243ccc14e, baseline=1.56.0-SNAPSHOT~1397f25f48

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.461 ms) : 0, 1461
crashtracking [candidate] (1.48 ms) : 0, 1480
BytebuddyAgent [baseline] (705.92 ms) : 0, 705920
BytebuddyAgent [candidate] (713.746 ms) : 0, 713746
GlobalTracer [baseline] (246.057 ms) : 0, 246057
GlobalTracer [candidate] (248.895 ms) : 0, 248895
AppSec [baseline] (32.294 ms) : 0, 32294
AppSec [candidate] (32.716 ms) : 0, 32716
Debugger [baseline] (6.393 ms) : 0, 6393
Debugger [candidate] (6.557 ms) : 0, 6557
Remote Config [baseline] (713.14 µs) : 0, 713
Remote Config [candidate] (720.331 µs) : 0, 720
Telemetry [baseline] (15.301 ms) : 0, 15301
Telemetry [candidate] (14.54 ms) : 0, 14540
Flare Poller [baseline] (5.701 ms) : 0, 5701
Flare Poller [candidate] (6.533 ms) : 0, 6533
section appsec
crashtracking [baseline] (1.448 ms) : 0, 1448
crashtracking [candidate] (1.462 ms) : 0, 1462
BytebuddyAgent [baseline] (729.131 ms) : 0, 729131
BytebuddyAgent [candidate] (729.145 ms) : 0, 729145
GlobalTracer [baseline] (237.669 ms) : 0, 237669
GlobalTracer [candidate] (237.497 ms) : 0, 237497
AppSec [baseline] (174.848 ms) : 0, 174848
AppSec [candidate] (174.66 ms) : 0, 174660
Debugger [baseline] (5.989 ms) : 0, 5989
Debugger [candidate] (5.985 ms) : 0, 5985
Remote Config [baseline] (650.022 µs) : 0, 650
Remote Config [candidate] (638.291 µs) : 0, 638
Telemetry [baseline] (8.46 ms) : 0, 8460
Telemetry [candidate] (8.501 ms) : 0, 8501
Flare Poller [baseline] (3.997 ms) : 0, 3997
Flare Poller [candidate] (3.987 ms) : 0, 3987
IAST [baseline] (24.957 ms) : 0, 24957
IAST [candidate] (24.859 ms) : 0, 24859
section iast
crashtracking [baseline] (1.463 ms) : 0, 1463
crashtracking [candidate] (1.465 ms) : 0, 1465
BytebuddyAgent [baseline] (829.461 ms) : 0, 829461
BytebuddyAgent [candidate] (836.138 ms) : 0, 836138
GlobalTracer [baseline] (235.043 ms) : 0, 235043
GlobalTracer [candidate] (236.217 ms) : 0, 236217
AppSec [baseline] (27.948 ms) : 0, 27948
AppSec [candidate] (28.068 ms) : 0, 28068
Debugger [baseline] (6.006 ms) : 0, 6006
Debugger [candidate] (6.048 ms) : 0, 6048
Remote Config [baseline] (590.523 µs) : 0, 591
Remote Config [candidate] (597.263 µs) : 0, 597
Telemetry [baseline] (8.333 ms) : 0, 8333
Telemetry [candidate] (8.55 ms) : 0, 8550
Flare Poller [baseline] (4.121 ms) : 0, 4121
Flare Poller [candidate] (4.204 ms) : 0, 4204
IAST [baseline] (33.302 ms) : 0, 33302
IAST [candidate] (33.488 ms) : 0, 33488
section profiling
ProfilingAgent [baseline] (110.579 ms) : 0, 110579
ProfilingAgent [candidate] (111.242 ms) : 0, 111242
crashtracking [baseline] (1.434 ms) : 0, 1434
crashtracking [candidate] (1.436 ms) : 0, 1436
BytebuddyAgent [baseline] (727.819 ms) : 0, 727819
BytebuddyAgent [candidate] (729.785 ms) : 0, 729785
GlobalTracer [baseline] (222.021 ms) : 0, 222021
GlobalTracer [candidate] (222.823 ms) : 0, 222823
AppSec [baseline] (32.032 ms) : 0, 32032
AppSec [candidate] (32.094 ms) : 0, 32094
Debugger [baseline] (9.126 ms) : 0, 9126
Debugger [candidate] (7.409 ms) : 0, 7409
Remote Config [baseline] (711.891 µs) : 0, 712
Remote Config [candidate] (668.068 µs) : 0, 668
Telemetry [baseline] (13.648 ms) : 0, 13648
Telemetry [candidate] (15.472 ms) : 0, 15472
Flare Poller [baseline] (4.135 ms) : 0, 4135
Flare Poller [candidate] (4.12 ms) : 0, 4120
Profiling [baseline] (111.224 ms) : 0, 111224
Profiling [candidate] (111.893 ms) : 0, 111893
Loading

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master sarahchen6/increase-load-benchmark-reps
git_commit_date 1762864555 1762881211
git_commit_sha 1397f25 4243ccc
release_version 1.56.0-SNAPSHOT~1397f25f48 1.56.0-SNAPSHOT~4243ccc14e
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1762884172 1762884172
ci_job_id 1227981173 1227981173
ci_pipeline_id 81970592 81970592
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-zfyrx7zua-project-304-concurrent-1-c3tue2s4 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-1-c3tue2s4 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 2 performance improvements and 0 performance regressions! Performance is the same for 7 metrics, 9 unstable metrics.

scenario Δ mean agg_http_req_duration_p50 Δ mean agg_http_req_duration_p95 Δ mean throughput candidate mean agg_http_req_duration_p50 candidate mean agg_http_req_duration_p95 candidate mean throughput baseline mean agg_http_req_duration_p50 baseline mean agg_http_req_duration_p95 baseline mean throughput
scenario:load:insecure-bank:iast_FULL:high_load better
[-341.116µs; -107.515µs] or [-6.494%; -2.047%]		 better
[-837.376µs; -254.225µs] or [-6.615%; -2.008%]		 unstable
[-19.780op/s; +87.805op/s] or [-2.534%; +11.248%]		 5.029ms 12.113ms 814.650op/s 5.253ms 12.658ms 780.638op/s
Request duration reports for insecure-bank 
gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.56.0-SNAPSHOT~4243ccc14e, baseline=1.56.0-SNAPSHOT~1397f25f48
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.186 ms) : 1178, 1193
.   : milestone, 1186,
iast (3.188 ms) : 3160, 3216
.   : milestone, 3188,
iast_FULL (5.925 ms) : 5887, 5963
.   : milestone, 5925,
iast_GLOBAL (3.647 ms) : 3610, 3685
.   : milestone, 3647,
profiling (1.994 ms) : 1982, 2006
.   : milestone, 1994,
tracing (1.79 ms) : 1781, 1799
.   : milestone, 1790,
section candidate
no_agent (1.192 ms) : 1184, 1199
.   : milestone, 1192,
iast (3.177 ms) : 3153, 3201
.   : milestone, 3177,
iast_FULL (5.673 ms) : 5638, 5709
.   : milestone, 5673,
iast_GLOBAL (3.609 ms) : 3575, 3643
.   : milestone, 3609,
profiling (2.052 ms) : 2040, 2063
.   : milestone, 2052,
tracing (1.845 ms) : 1835, 1855
.   : milestone, 1845,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.186 ms [1.178 ms, 1.193 ms] -
iast 3.188 ms [3.16 ms, 3.216 ms] 2.003 ms (168.9%)
iast_FULL 5.925 ms [5.887 ms, 5.963 ms] 4.74 ms (399.8%)
iast_GLOBAL 3.647 ms [3.61 ms, 3.685 ms] 2.462 ms (207.7%)
profiling 1.994 ms [1.982 ms, 2.006 ms] 808.441 µs (68.2%)
tracing 1.79 ms [1.781 ms, 1.799 ms] 604.315 µs (51.0%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.192 ms [1.184 ms, 1.199 ms] -
iast 3.177 ms [3.153 ms, 3.201 ms] 1.986 ms (166.7%)
iast_FULL 5.673 ms [5.638 ms, 5.709 ms] 4.482 ms (376.1%)
iast_GLOBAL 3.609 ms [3.575 ms, 3.643 ms] 2.417 ms (202.9%)
profiling 2.052 ms [2.04 ms, 2.063 ms] 859.988 µs (72.2%)
tracing 1.845 ms [1.835 ms, 1.855 ms] 653.693 µs (54.9%)

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master sarahchen6/increase-load-benchmark-reps
git_commit_date 1762864555 1762881211
git_commit_sha 1397f25 4243ccc
release_version 1.56.0-SNAPSHOT~1397f25f48 1.56.0-SNAPSHOT~4243ccc14e
See matching parameters
Baseline Candidate
application biojava biojava
ci_job_date 1762883249 1762883249
ci_job_id 1227981177 1227981177
ci_pipeline_id 81970592 81970592
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-zfyrx7zua-project-304-concurrent-3-0481zldo 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-3-0481zldo 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 10 metrics, 2 unstable metrics.

Execution time for tomcat 
gantt
    title tomcat - execution time [CI 0.99] : candidate=1.56.0-SNAPSHOT~4243ccc14e, baseline=1.56.0-SNAPSHOT~1397f25f48
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.467 ms) : 1456, 1478
.   : milestone, 1467,
appsec (2.445 ms) : 2394, 2496
.   : milestone, 2445,
iast (2.192 ms) : 2129, 2255
.   : milestone, 2192,
iast_GLOBAL (2.24 ms) : 2176, 2303
.   : milestone, 2240,
profiling (2.455 ms) : 2299, 2610
.   : milestone, 2455,
tracing (2.02 ms) : 1971, 2069
.   : milestone, 2020,
section candidate
no_agent (1.472 ms) : 1460, 1483
.   : milestone, 1472,
appsec (3.704 ms) : 3486, 3923
.   : milestone, 3704,
iast (2.199 ms) : 2136, 2263
.   : milestone, 2199,
iast_GLOBAL (2.242 ms) : 2179, 2305
.   : milestone, 2242,
profiling (2.045 ms) : 1994, 2096
.   : milestone, 2045,
tracing (2.011 ms) : 1962, 2060
.   : milestone, 2011,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.467 ms [1.456 ms, 1.478 ms] -
appsec 2.445 ms [2.394 ms, 2.496 ms] 978.19 µs (66.7%)
iast 2.192 ms [2.129 ms, 2.255 ms] 724.883 µs (49.4%)
iast_GLOBAL 2.24 ms [2.176 ms, 2.303 ms] 772.96 µs (52.7%)
profiling 2.455 ms [2.299 ms, 2.61 ms] 987.569 µs (67.3%)
tracing 2.02 ms [1.971 ms, 2.069 ms] 553.076 µs (37.7%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.472 ms [1.46 ms, 1.483 ms] -
appsec 3.704 ms [3.486 ms, 3.923 ms] 2.233 ms (151.7%)
iast 2.199 ms [2.136 ms, 2.263 ms] 727.716 µs (49.4%)
iast_GLOBAL 2.242 ms [2.179 ms, 2.305 ms] 770.38 µs (52.3%)
profiling 2.045 ms [1.994 ms, 2.096 ms] 572.988 µs (38.9%)
tracing 2.011 ms [1.962 ms, 2.06 ms] 539.625 µs (36.7%)
Execution time for biojava 
gantt
    title biojava - execution time [CI 0.99] : candidate=1.56.0-SNAPSHOT~4243ccc14e, baseline=1.56.0-SNAPSHOT~1397f25f48
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.599 s) : 15599000, 15599000
.   : milestone, 15599000,
appsec (14.866 s) : 14866000, 14866000
.   : milestone, 14866000,
iast (18.646 s) : 18646000, 18646000
.   : milestone, 18646000,
iast_GLOBAL (18.307 s) : 18307000, 18307000
.   : milestone, 18307000,
profiling (15.641 s) : 15641000, 15641000
.   : milestone, 15641000,
tracing (14.857 s) : 14857000, 14857000
.   : milestone, 14857000,
section candidate
no_agent (15.347 s) : 15347000, 15347000
.   : milestone, 15347000,
appsec (14.802 s) : 14802000, 14802000
.   : milestone, 14802000,
iast (18.478 s) : 18478000, 18478000
.   : milestone, 18478000,
iast_GLOBAL (17.978 s) : 17978000, 17978000
.   : milestone, 17978000,
profiling (15.271 s) : 15271000, 15271000
.   : milestone, 15271000,
tracing (14.559 s) : 14559000, 14559000
.   : milestone, 14559000,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.599 s [15.599 s, 15.599 s] -
appsec 14.866 s [14.866 s, 14.866 s] -733.0 ms (-4.7%)
iast 18.646 s [18.646 s, 18.646 s] 3.047 s (19.5%)
iast_GLOBAL 18.307 s [18.307 s, 18.307 s] 2.708 s (17.4%)
profiling 15.641 s [15.641 s, 15.641 s] 42.0 ms (0.3%)
tracing 14.857 s [14.857 s, 14.857 s] -742.0 ms (-4.8%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.347 s [15.347 s, 15.347 s] -
appsec 14.802 s [14.802 s, 14.802 s] -545.0 ms (-3.6%)
iast 18.478 s [18.478 s, 18.478 s] 3.131 s (20.4%)
iast_GLOBAL 17.978 s [17.978 s, 17.978 s] 2.631 s (17.1%)
profiling 15.271 s [15.271 s, 15.271 s] -76.0 ms (-0.5%)
tracing 14.559 s [14.559 s, 14.559 s] -788.0 ms (-5.1%)

@sarahchen6 sarahchen6 force-pushed the sarahchen6/increase-load-benchmark-reps branch from f68d358 to 140dd23 Compare November 6, 2025 17:51
@sarahchen6 sarahchen6 force-pushed the sarahchen6/increase-load-benchmark-reps branch from eec9091 to 9e108de Compare November 10, 2025 21:53
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