From 8f57f70bfbcc9b6a5cfb56f3b73c59146c1660b6 Mon Sep 17 00:00:00 2001
From: mpage <mpage@users.noreply.github.com>
Date: Fri, 18 Oct 2024 16:56:08 +0000
Subject: [PATCH] Benchmarking results for @mpage

---
 README.md                                     |    1 +
 RESULTS.md                                    |    1 +
 longitudinal.json                             |    3 +-
 longitudinal.svg                              |  199 +-
 memory_long.json                              |    3 +-
 memory_long.svg                               |   93 +-
 .../bm-20241018-3.14.0a1+-2e950e3/README.md   |   33 +
 ...python-main-3.14.0a1+-2e950e3-vs-3.12.6.md |  199 ++
 ...ython-main-3.14.0a1+-2e950e3-vs-3.12.6.svg | 3102 ++++++++++++++++
 ...hon-main-3.14.0a1+-2e950e3-vs-3.13.0rc2.md |  193 +
 ...on-main-3.14.0a1+-2e950e3-vs-3.13.0rc2.svg | 3153 +++++++++++++++++
 11 files changed, 6833 insertions(+), 147 deletions(-)
 create mode 100644 results/bm-20241018-3.14.0a1+-2e950e3/README.md
 create mode 100644 results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.12.6.md
 create mode 100644 results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.12.6.svg
 create mode 100644 results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.13.0rc2.md
 create mode 100644 results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.13.0rc2.svg

diff --git a/README.md b/README.md
index 154a106f..4d09be54 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,7 @@ Here are some recent and important revisions. 👉 [Complete list of results](RE
 ## linux x86_64 (vultr)
 | date | fork/ref | hash/flags | vs. 3.12.6: | vs. 3.13.0rc2: | vs. base: |
 | --- | --- | --- | ---: | ---: | ---: |
+| [2024-10-18](results/bm-20241018-3.14.0a1%2B-2e950e3) | python/main | 2e950e3 | 1.01x ↑<br>[📄](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.12.6.md)[📈](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.12.6.svg) | 1.01x ↓<br>[📄](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.13.0rc2.md)[📈](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.13.0rc2.svg) |  |
 | [2024-10-17](results/bm-20241017-3.14.0a1%2B-a0f5c8e) | python/main | a0f5c8e | 1.00x ↑<br>[📄](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.12.6.md)[📈](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.12.6.svg) | 1.01x ↓<br>[📄](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.13.0rc2.md)[📈](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.13.0rc2.svg) |  |
 | [2024-10-16](results/bm-20241016-3.14.0a1%2B-28871ed) | colesbury/gh_125608_dict_watch | 28871ed | 1.00x ↑<br>[📄](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.12.6.md)[📈](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.12.6.svg) | 1.01x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.13.0rc2.md)[📈](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.13.0rc2.svg) | 1.00x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-base.md)[📈](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-base.svg)[🧠](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-base-mem.svg) |
 | [2024-10-16](results/bm-20241016-3.14.0a1%2B-3a126a8) | colesbury/gh_125610_STORE_ATTR | 3a126a8 | 1.01x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.12.6.md)[📈](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.12.6.svg) | 1.02x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.13.0rc2.md)[📈](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.13.0rc2.svg) | 1.01x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-base.md)[📈](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-base.svg)[🧠](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-base-mem.svg) |
diff --git a/RESULTS.md b/RESULTS.md
index 4fb81289..c4f061c5 100644
--- a/RESULTS.md
+++ b/RESULTS.md
@@ -101,6 +101,7 @@
 ## linux x86_64 (vultr)
 | date | fork/ref | hash/flags | vs. 3.12.6: | vs. 3.13.0rc2: | vs. base: |
 | --- | --- | --- | ---: | ---: | ---: |
+| [2024-10-18](results/bm-20241018-3.14.0a1%2B-2e950e3) | python/main | 2e950e3 | 1.01x ↑<br>[📄](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.12.6.md)[📈](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.12.6.svg) | 1.01x ↓<br>[📄](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.13.0rc2.md)[📈](results/bm-20241018-3.14.0a1%2B-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.13.0rc2.svg) |  |
 | [2024-10-17](results/bm-20241017-3.14.0a1%2B-a0f5c8e) | python/main | a0f5c8e | 1.00x ↑<br>[📄](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.12.6.md)[📈](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.12.6.svg) | 1.01x ↓<br>[📄](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.13.0rc2.md)[📈](results/bm-20241017-3.14.0a1%2B-a0f5c8e/bm-20241017-vultr-x86_64-python-main-3.14.0a1%2B-a0f5c8e-vs-3.13.0rc2.svg) |  |
 | [2024-10-16](results/bm-20241016-3.14.0a1%2B-28871ed) | colesbury/gh_125608_dict_watch | 28871ed | 1.00x ↑<br>[📄](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.12.6.md)[📈](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.12.6.svg) | 1.01x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.13.0rc2.md)[📈](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-3.13.0rc2.svg) | 1.00x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-base.md)[📈](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-base.svg)[🧠](results/bm-20241016-3.14.0a1%2B-28871ed/bm-20241016-vultr-x86_64-colesbury-gh_125608_dict_watch-3.14.0a1%2B-28871ed-vs-base-mem.svg) |
 | [2024-10-16](results/bm-20241016-3.14.0a1%2B-3a126a8) | colesbury/gh_125610_STORE_ATTR | 3a126a8 | 1.01x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.12.6.md)[📈](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.12.6.svg) | 1.02x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.13.0rc2.md)[📈](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-3.13.0rc2.svg) | 1.01x ↓<br>[📄](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-base.md)[📈](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-base.svg)[🧠](results/bm-20241016-3.14.0a1%2B-3a126a8/bm-20241016-vultr-x86_64-colesbury-gh_125610_STORE_ATTR-3.14.0a1%2B-3a126a8-vs-base-mem.svg) |
diff --git a/longitudinal.json b/longitudinal.json
index 3c771b86..b4125d9d 100644
--- a/longitudinal.json
+++ b/longitudinal.json
@@ -57,5 +57,6 @@
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index 5ab7938c..1eec6875 100644
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diff --git a/results/bm-20241018-3.14.0a1+-2e950e3/README.md b/results/bm-20241018-3.14.0a1+-2e950e3/README.md
new file mode 100644
index 00000000..bfd2d3cd
--- /dev/null
+++ b/results/bm-20241018-3.14.0a1+-2e950e3/README.md
@@ -0,0 +1,33 @@
+# Results
+
+- fork: python
+- version: 3.14.0a1+
+- config: 
+- commit hash: [2e950e3](https://github.com/python/cpython/commit/2e950e3)
+- commit date: 2024-10-18T16:51:29+03:00
+- commit merge base: [cda0ec8e7c4e9a010e5f73c5afaf18f86cb27b97](https://github.com/python/cpython/commit/cda0ec8e7c4e9a010e5f73c5afaf18f86cb27b97)
+- ref: main
+
+## linux x86_64 (vultr)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/11405745068)
+- cpu model: Intel(R) Xeon(R) E-2286G CPU @ 4.00GHz
+- platform: Linux-6.8.0-45-generic-x86_64-with-glibc2.39
+- [raw results](bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.01x faster (HPT: reliability of 99.97%, 1.00x faster at 99th %ile)
+- Memory usage: 1.02x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative
+- [📄table](bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.12.6.md)
+- [📈time plot](bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.01x slower (HPT: reliability of 93.31%, 1.00x faster at 99th %ile)
+- Memory usage: 1.00x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn
+- [📄table](bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.13.0rc2.md)
+- [📈time plot](bm-20241018-vultr-x86_64-python-main-3.14.0a1%2B-2e950e3-vs-3.13.0rc2.svg)
+
diff --git a/results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.12.6.md b/results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.12.6.md
new file mode 100644
index 00000000..633d01dc
--- /dev/null
+++ b/results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.12.6.md
@@ -0,0 +1,199 @@
+# Results vs. 3.12.6
+
+- fork: python
+- ref: main
+- machine: linux-x86_64
+- commit hash: 2e950e3
+- commit date: 2024-10-18
+- overall geometric mean: 1.01x faster
+- HPT reliability: 99.97%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.02x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark      | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| 2to3           | 264 ms                                                 | 253 ms: 1.04x faster                                   |
+| docutils       | 2.64 sec                                               | 2.59 sec: 1.02x faster                                 |
+| tornado_http   | 119 ms                                                 | 113 ms: 1.05x faster                                   |
+| Geometric mean | (ref)                                                  | 1.03x faster                                           |
+
+Benchmark hidden because not significant (1): html5lib
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark          | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|--------------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| coroutines         | 23.9 ms                                                | 22.3 ms: 1.08x faster                                  |
+| async_generators   | 384 ms                                                 | 369 ms: 1.04x faster                                   |
+| asyncio_tcp        | 519 ms                                                 | 503 ms: 1.03x faster                                   |
+| asyncio_websockets | 517 ms                                                 | 521 ms: 1.01x slower                                   |
+| asyncio_tcp_ssl    | 1.51 sec                                               | 1.52 sec: 1.01x slower                                 |
+| Geometric mean     | (ref)                                                  | 1.03x faster                                           |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark      | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| float          | 80.8 ms                                                | 78.1 ms: 1.03x faster                                  |
+| pidigits       | 184 ms                                                 | 185 ms: 1.00x slower                                   |
+| nbody          | 89.3 ms                                                | 92.4 ms: 1.04x slower                                  |
+| Geometric mean | (ref)                                                  | 1.00x slower                                           |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark      | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| regex_compile  | 142 ms                                                 | 129 ms: 1.10x faster                                   |
+| regex_effbot   | 3.17 ms                                                | 3.28 ms: 1.04x slower                                  |
+| regex_dna      | 168 ms                                                 | 179 ms: 1.07x slower                                   |
+| regex_v8       | 20.6 ms                                                | 23.1 ms: 1.12x slower                                  |
+| Geometric mean | (ref)                                                  | 1.03x slower                                           |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark            | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| unpickle_pure_python | 221 us                                                 | 215 us: 1.03x faster                                   |
+| unpickle_list        | 4.67 us                                                | 4.58 us: 1.02x faster                                  |
+| json_loads           | 26.5 us                                                | 26.1 us: 1.02x faster                                  |
+| xml_etree_parse      | 139 ms                                                 | 136 ms: 1.02x faster                                   |
+| pickle_pure_python   | 308 us                                                 | 305 us: 1.01x faster                                   |
+| xml_etree_iterparse  | 96.7 ms                                                | 96.1 ms: 1.01x faster                                  |
+| tomli_loads          | 2.11 sec                                               | 2.09 sec: 1.01x faster                                 |
+| xml_etree_generate   | 85.2 ms                                                | 84.8 ms: 1.00x faster                                  |
+| pickle_list          | 4.77 us                                                | 4.84 us: 1.02x slower                                  |
+| pickle_dict          | 31.8 us                                                | 32.7 us: 1.03x slower                                  |
+| pickle               | 10.9 us                                                | 11.3 us: 1.03x slower                                  |
+| json_dumps           | 10.4 ms                                                | 11.6 ms: 1.12x slower                                  |
+| Geometric mean       | (ref)                                                  | 1.00x slower                                           |
+
+Benchmark hidden because not significant (2): unpickle, xml_etree_process
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark              | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|------------------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| python_startup_no_site | 7.16 ms                                                | 7.41 ms: 1.03x slower                                  |
+| python_startup         | 9.93 ms                                                | 11.0 ms: 1.11x slower                                  |
+| Geometric mean         | (ref)                                                  | 1.07x slower                                           |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark       | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|-----------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| genshi_text     | 22.8 ms                                                | 22.4 ms: 1.02x faster                                  |
+| genshi_xml      | 50.2 ms                                                | 49.7 ms: 1.01x faster                                  |
+| django_template | 34.7 ms                                                | 35.8 ms: 1.03x slower                                  |
+| mako            | 11.0 ms                                                | 11.7 ms: 1.06x slower                                  |
+| Geometric mean  | (ref)                                                  | 1.02x slower                                           |
+
+All benchmarks:
+===============
+
+| Benchmark                | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|--------------------------|:------------------------------------------------------:|:------------------------------------------------------:|
+| deepcopy                 | 352 us                                                 | 262 us: 1.34x faster                                   |
+| deepcopy_memo            | 40.3 us                                                | 30.0 us: 1.34x faster                                  |
+| go                       | 139 ms                                                 | 119 ms: 1.17x faster                                   |
+| comprehensions           | 19.8 us                                                | 16.9 us: 1.17x faster                                  |
+| pathlib                  | 21.5 ms                                                | 18.5 ms: 1.17x faster                                  |
+| deepcopy_reduce          | 3.08 us                                                | 2.65 us: 1.16x faster                                  |
+| raytrace                 | 299 ms                                                 | 259 ms: 1.15x faster                                   |
+| crypto_pyaes             | 76.6 ms                                                | 66.4 ms: 1.15x faster                                  |
+| unpack_sequence          | 52.1 ns                                                | 45.6 ns: 1.14x faster                                  |
+| generators               | 32.2 ms                                                | 28.9 ms: 1.12x faster                                  |
+| regex_compile            | 142 ms                                                 | 129 ms: 1.10x faster                                   |
+| logging_simple           | 6.63 us                                                | 6.02 us: 1.10x faster                                  |
+| logging_format           | 7.35 us                                                | 6.72 us: 1.09x faster                                  |
+| bpe_tokeniser            | 4.74 sec                                               | 4.34 sec: 1.09x faster                                 |
+| sympy_sum                | 166 ms                                                 | 154 ms: 1.08x faster                                   |
+| coroutines               | 23.9 ms                                                | 22.3 ms: 1.08x faster                                  |
+| deltablue                | 3.45 ms                                                | 3.22 ms: 1.07x faster                                  |
+| sympy_str                | 292 ms                                                 | 273 ms: 1.07x faster                                   |
+| chaos                    | 62.8 ms                                                | 58.8 ms: 1.07x faster                                  |
+| dulwich_log              | 78.9 ms                                                | 74.3 ms: 1.06x faster                                  |
+| scimark_monte_carlo      | 68.4 ms                                                | 64.8 ms: 1.06x faster                                  |
+| gc_traversal             | 3.46 ms                                                | 3.28 ms: 1.05x faster                                  |
+| sqlglot_parse            | 1.36 ms                                                | 1.29 ms: 1.05x faster                                  |
+| sqlglot_transpile        | 1.67 ms                                                | 1.59 ms: 1.05x faster                                  |
+| tornado_http             | 119 ms                                                 | 113 ms: 1.05x faster                                   |
+| typing_runtime_protocols | 163 us                                                 | 155 us: 1.05x faster                                   |
+| hexiom                   | 6.17 ms                                                | 5.88 ms: 1.05x faster                                  |
+| pprint_safe_repr         | 743 ms                                                 | 709 ms: 1.05x faster                                   |
+| async_generators         | 384 ms                                                 | 369 ms: 1.04x faster                                   |
+| thrift                   | 791 us                                                 | 759 us: 1.04x faster                                   |
+| scimark_lu               | 114 ms                                                 | 109 ms: 1.04x faster                                   |
+| pycparser                | 1.17 sec                                               | 1.12 sec: 1.04x faster                                 |
+| 2to3                     | 264 ms                                                 | 253 ms: 1.04x faster                                   |
+| json                     | 5.02 ms                                                | 4.83 ms: 1.04x faster                                  |
+| logging_silent           | 109 ns                                                 | 105 ns: 1.04x faster                                   |
+| mdp                      | 2.42 sec                                               | 2.34 sec: 1.03x faster                                 |
+| pprint_pformat           | 1.52 sec                                               | 1.47 sec: 1.03x faster                                 |
+| float                    | 80.8 ms                                                | 78.1 ms: 1.03x faster                                  |
+| asyncio_tcp              | 519 ms                                                 | 503 ms: 1.03x faster                                   |
+| sympy_integrate          | 20.5 ms                                                | 20.0 ms: 1.03x faster                                  |
+| unpickle_pure_python     | 221 us                                                 | 215 us: 1.03x faster                                   |
+| scimark_fft              | 342 ms                                                 | 333 ms: 1.03x faster                                   |
+| unpickle_list            | 4.67 us                                                | 4.58 us: 1.02x faster                                  |
+| genshi_text              | 22.8 ms                                                | 22.4 ms: 1.02x faster                                  |
+| sympy_expand             | 468 ms                                                 | 458 ms: 1.02x faster                                   |
+| richards_super           | 51.9 ms                                                | 50.9 ms: 1.02x faster                                  |
+| nqueens                  | 80.1 ms                                                | 78.6 ms: 1.02x faster                                  |
+| docutils                 | 2.64 sec                                               | 2.59 sec: 1.02x faster                                 |
+| json_loads               | 26.5 us                                                | 26.1 us: 1.02x faster                                  |
+| xml_etree_parse          | 139 ms                                                 | 136 ms: 1.02x faster                                   |
+| richards                 | 45.9 ms                                                | 45.3 ms: 1.02x faster                                  |
+| meteor_contest           | 104 ms                                                 | 102 ms: 1.01x faster                                   |
+| spectral_norm            | 110 ms                                                 | 109 ms: 1.01x faster                                   |
+| genshi_xml               | 50.2 ms                                                | 49.7 ms: 1.01x faster                                  |
+| pickle_pure_python       | 308 us                                                 | 305 us: 1.01x faster                                   |
+| xml_etree_iterparse      | 96.7 ms                                                | 96.1 ms: 1.01x faster                                  |
+| tomli_loads              | 2.11 sec                                               | 2.09 sec: 1.01x faster                                 |
+| xml_etree_generate       | 85.2 ms                                                | 84.8 ms: 1.00x faster                                  |
+| pidigits                 | 184 ms                                                 | 185 ms: 1.00x slower                                   |
+| pyflate                  | 448 ms                                                 | 450 ms: 1.00x slower                                   |
+| sqlglot_optimize         | 53.3 ms                                                | 53.6 ms: 1.01x slower                                  |
+| asyncio_websockets       | 517 ms                                                 | 521 ms: 1.01x slower                                   |
+| asyncio_tcp_ssl          | 1.51 sec                                               | 1.52 sec: 1.01x slower                                 |
+| pickle_list              | 4.77 us                                                | 4.84 us: 1.02x slower                                  |
+| fannkuch                 | 372 ms                                                 | 379 ms: 1.02x slower                                   |
+| pickle_dict              | 31.8 us                                                | 32.7 us: 1.03x slower                                  |
+| scimark_sor              | 130 ms                                                 | 133 ms: 1.03x slower                                   |
+| django_template          | 34.7 ms                                                | 35.8 ms: 1.03x slower                                  |
+| pickle                   | 10.9 us                                                | 11.3 us: 1.03x slower                                  |
+| python_startup_no_site   | 7.16 ms                                                | 7.41 ms: 1.03x slower                                  |
+| nbody                    | 89.3 ms                                                | 92.4 ms: 1.04x slower                                  |
+| regex_effbot             | 3.17 ms                                                | 3.28 ms: 1.04x slower                                  |
+| mako                     | 11.0 ms                                                | 11.7 ms: 1.06x slower                                  |
+| regex_dna                | 168 ms                                                 | 179 ms: 1.07x slower                                   |
+| bench_thread_pool        | 941 us                                                 | 1.01 ms: 1.07x slower                                  |
+| python_startup           | 9.93 ms                                                | 11.0 ms: 1.11x slower                                  |
+| json_dumps               | 10.4 ms                                                | 11.6 ms: 1.12x slower                                  |
+| telco                    | 6.53 ms                                                | 7.32 ms: 1.12x slower                                  |
+| regex_v8                 | 20.6 ms                                                | 23.1 ms: 1.12x slower                                  |
+| coverage                 | 71.4 ms                                                | 82.2 ms: 1.15x slower                                  |
+| create_gc_cycles         | 1.09 ms                                                | 1.38 ms: 1.26x slower                                  |
+| bench_mp_pool            | 10.8 ms                                                | 63.3 ms: 5.87x slower                                  |
+| Geometric mean           | (ref)                                                  | 1.01x faster                                           |
+
+Benchmark hidden because not significant (7): unpickle, html5lib, scimark_sparse_mat_mult, sqlglot_normalize, pylint, xml_etree_process, sqlite_synth
+Ignored benchmarks (16) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative
+
+# HPT report
+
+- Reliability score: 99.97% likely to be faster
+- 90% likely to have a speedup of 1.01x
+- 95% likely to have a speedup of 1.01x
+- 99% likely to have a speedup of 1.00x
+
+# Memory
+- memory change: 1.02x
\ No newline at end of file
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diff --git a/results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.13.0rc2.md b/results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.13.0rc2.md
new file mode 100644
index 00000000..e3014050
--- /dev/null
+++ b/results/bm-20241018-3.14.0a1+-2e950e3/bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3-vs-3.13.0rc2.md
@@ -0,0 +1,193 @@
+# Results vs. 3.13.0rc2
+
+- fork: python
+- ref: main
+- machine: linux-x86_64
+- commit hash: 2e950e3
+- commit date: 2024-10-18
+- overall geometric mean: 1.01x slower
+- HPT reliability: 93.31%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.00x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark      | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| 2to3           | 260 ms                                                       | 253 ms: 1.03x faster                                   |
+| docutils       | 2.62 sec                                                     | 2.59 sec: 1.01x faster                                 |
+| html5lib       | 67.0 ms                                                      | 63.0 ms: 1.06x faster                                  |
+| Geometric mean | (ref)                                                        | 1.03x faster                                           |
+
+Benchmark hidden because not significant (1): tornado_http
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark        | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|------------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| coroutines       | 23.6 ms                                                      | 22.3 ms: 1.06x faster                                  |
+| async_generators | 377 ms                                                       | 369 ms: 1.02x faster                                   |
+| asyncio_tcp_ssl  | 1.51 sec                                                     | 1.52 sec: 1.01x slower                                 |
+| Geometric mean   | (ref)                                                        | 1.02x faster                                           |
+
+Benchmark hidden because not significant (2): asyncio_tcp, asyncio_websockets
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark      | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| pidigits       | 217 ms                                                       | 185 ms: 1.17x faster                                   |
+| float          | 77.5 ms                                                      | 78.1 ms: 1.01x slower                                  |
+| nbody          | 85.1 ms                                                      | 92.4 ms: 1.09x slower                                  |
+| Geometric mean | (ref)                                                        | 1.02x faster                                           |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark      | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| regex_compile  | 132 ms                                                       | 129 ms: 1.02x faster                                   |
+| regex_dna      | 180 ms                                                       | 179 ms: 1.01x faster                                   |
+| regex_v8       | 22.7 ms                                                      | 23.1 ms: 1.02x slower                                  |
+| regex_effbot   | 3.08 ms                                                      | 3.28 ms: 1.06x slower                                  |
+| Geometric mean | (ref)                                                        | 1.01x slower                                           |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark            | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|----------------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| json_loads           | 27.0 us                                                      | 26.1 us: 1.03x faster                                  |
+| unpickle             | 14.3 us                                                      | 13.9 us: 1.03x faster                                  |
+| unpickle_list        | 4.71 us                                                      | 4.58 us: 1.03x faster                                  |
+| pickle_list          | 4.93 us                                                      | 4.84 us: 1.02x faster                                  |
+| xml_etree_generate   | 85.4 ms                                                      | 84.8 ms: 1.01x faster                                  |
+| xml_etree_process    | 59.3 ms                                                      | 59.1 ms: 1.00x faster                                  |
+| pickle_dict          | 32.5 us                                                      | 32.7 us: 1.00x slower                                  |
+| xml_etree_iterparse  | 94.9 ms                                                      | 96.1 ms: 1.01x slower                                  |
+| unpickle_pure_python | 210 us                                                       | 215 us: 1.02x slower                                   |
+| pickle_pure_python   | 294 us                                                       | 305 us: 1.04x slower                                   |
+| tomli_loads          | 2.01 sec                                                     | 2.09 sec: 1.04x slower                                 |
+| json_dumps           | 10.5 ms                                                      | 11.6 ms: 1.10x slower                                  |
+| Geometric mean       | (ref)                                                        | 1.01x slower                                           |
+
+Benchmark hidden because not significant (2): pickle, xml_etree_parse
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark              | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|------------------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| python_startup_no_site | 7.39 ms                                                      | 7.41 ms: 1.00x slower                                  |
+| python_startup         | 11.0 ms                                                      | 11.0 ms: 1.00x slower                                  |
+| Geometric mean         | (ref)                                                        | 1.00x slower                                           |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark       | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|-----------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| genshi_xml      | 48.8 ms                                                      | 49.7 ms: 1.02x slower                                  |
+| mako            | 11.3 ms                                                      | 11.7 ms: 1.03x slower                                  |
+| genshi_text     | 21.5 ms                                                      | 22.4 ms: 1.04x slower                                  |
+| django_template | 34.1 ms                                                      | 35.8 ms: 1.05x slower                                  |
+| Geometric mean  | (ref)                                                        | 1.03x slower                                           |
+
+All benchmarks:
+===============
+
+| Benchmark               | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241018-vultr-x86_64-python-main-3.14.0a1+-2e950e3 |
+|-------------------------|:------------------------------------------------------------:|:------------------------------------------------------:|
+| deepcopy                | 355 us                                                       | 262 us: 1.36x faster                                   |
+| deepcopy_memo           | 39.1 us                                                      | 30.0 us: 1.30x faster                                  |
+| go                      | 141 ms                                                       | 119 ms: 1.19x faster                                   |
+| deepcopy_reduce         | 3.11 us                                                      | 2.65 us: 1.17x faster                                  |
+| pidigits                | 217 ms                                                       | 185 ms: 1.17x faster                                   |
+| scimark_sparse_mat_mult | 4.71 ms                                                      | 4.38 ms: 1.08x faster                                  |
+| telco                   | 7.82 ms                                                      | 7.32 ms: 1.07x faster                                  |
+| html5lib                | 67.0 ms                                                      | 63.0 ms: 1.06x faster                                  |
+| coroutines              | 23.6 ms                                                      | 22.3 ms: 1.06x faster                                  |
+| scimark_fft             | 349 ms                                                       | 333 ms: 1.05x faster                                   |
+| pprint_safe_repr        | 738 ms                                                       | 709 ms: 1.04x faster                                   |
+| pathlib                 | 19.2 ms                                                      | 18.5 ms: 1.04x faster                                  |
+| json_loads              | 27.0 us                                                      | 26.1 us: 1.03x faster                                  |
+| unpickle                | 14.3 us                                                      | 13.9 us: 1.03x faster                                  |
+| unpickle_list           | 4.71 us                                                      | 4.58 us: 1.03x faster                                  |
+| scimark_lu              | 113 ms                                                       | 109 ms: 1.03x faster                                   |
+| 2to3                    | 260 ms                                                       | 253 ms: 1.03x faster                                   |
+| thrift                  | 778 us                                                       | 759 us: 1.03x faster                                   |
+| bpe_tokeniser           | 4.45 sec                                                     | 4.34 sec: 1.02x faster                                 |
+| regex_compile           | 132 ms                                                       | 129 ms: 1.02x faster                                   |
+| async_generators        | 377 ms                                                       | 369 ms: 1.02x faster                                   |
+| logging_simple          | 6.16 us                                                      | 6.02 us: 1.02x faster                                  |
+| crypto_pyaes            | 67.9 ms                                                      | 66.4 ms: 1.02x faster                                  |
+| spectral_norm           | 111 ms                                                       | 109 ms: 1.02x faster                                   |
+| json                    | 4.93 ms                                                      | 4.83 ms: 1.02x faster                                  |
+| pprint_pformat          | 1.50 sec                                                     | 1.47 sec: 1.02x faster                                 |
+| hexiom                  | 5.99 ms                                                      | 5.88 ms: 1.02x faster                                  |
+| logging_format          | 6.84 us                                                      | 6.72 us: 1.02x faster                                  |
+| pickle_list             | 4.93 us                                                      | 4.84 us: 1.02x faster                                  |
+| richards_super          | 51.6 ms                                                      | 50.9 ms: 1.01x faster                                  |
+| sympy_sum               | 156 ms                                                       | 154 ms: 1.01x faster                                   |
+| coverage                | 83.0 ms                                                      | 82.2 ms: 1.01x faster                                  |
+| docutils                | 2.62 sec                                                     | 2.59 sec: 1.01x faster                                 |
+| scimark_monte_carlo     | 65.4 ms                                                      | 64.8 ms: 1.01x faster                                  |
+| scimark_sor             | 134 ms                                                       | 133 ms: 1.01x faster                                   |
+| mdp                     | 2.36 sec                                                     | 2.34 sec: 1.01x faster                                 |
+| xml_etree_generate      | 85.4 ms                                                      | 84.8 ms: 1.01x faster                                  |
+| dulwich_log             | 74.8 ms                                                      | 74.3 ms: 1.01x faster                                  |
+| sympy_str               | 275 ms                                                       | 273 ms: 1.01x faster                                   |
+| regex_dna               | 180 ms                                                       | 179 ms: 1.01x faster                                   |
+| xml_etree_process       | 59.3 ms                                                      | 59.1 ms: 1.00x faster                                  |
+| python_startup_no_site  | 7.39 ms                                                      | 7.41 ms: 1.00x slower                                  |
+| python_startup          | 11.0 ms                                                      | 11.0 ms: 1.00x slower                                  |
+| pycparser               | 1.12 sec                                                     | 1.12 sec: 1.00x slower                                 |
+| pickle_dict             | 32.5 us                                                      | 32.7 us: 1.00x slower                                  |
+| meteor_contest          | 102 ms                                                       | 102 ms: 1.01x slower                                   |
+| asyncio_tcp_ssl         | 1.51 sec                                                     | 1.52 sec: 1.01x slower                                 |
+| sqlglot_normalize       | 106 ms                                                       | 106 ms: 1.01x slower                                   |
+| sympy_integrate         | 19.8 ms                                                      | 20.0 ms: 1.01x slower                                  |
+| float                   | 77.5 ms                                                      | 78.1 ms: 1.01x slower                                  |
+| xml_etree_iterparse     | 94.9 ms                                                      | 96.1 ms: 1.01x slower                                  |
+| sqlglot_optimize        | 52.7 ms                                                      | 53.6 ms: 1.02x slower                                  |
+| unpack_sequence         | 44.8 ns                                                      | 45.6 ns: 1.02x slower                                  |
+| regex_v8                | 22.7 ms                                                      | 23.1 ms: 1.02x slower                                  |
+| sqlglot_transpile       | 1.56 ms                                                      | 1.59 ms: 1.02x slower                                  |
+| genshi_xml              | 48.8 ms                                                      | 49.7 ms: 1.02x slower                                  |
+| unpickle_pure_python    | 210 us                                                       | 215 us: 1.02x slower                                   |
+| logging_silent          | 103 ns                                                       | 105 ns: 1.02x slower                                   |
+| fannkuch                | 370 ms                                                       | 379 ms: 1.03x slower                                   |
+| raytrace                | 253 ms                                                       | 259 ms: 1.03x slower                                   |
+| chaos                   | 57.3 ms                                                      | 58.8 ms: 1.03x slower                                  |
+| mako                    | 11.3 ms                                                      | 11.7 ms: 1.03x slower                                  |
+| comprehensions          | 16.5 us                                                      | 16.9 us: 1.03x slower                                  |
+| deltablue               | 3.12 ms                                                      | 3.22 ms: 1.03x slower                                  |
+| create_gc_cycles        | 1.34 ms                                                      | 1.38 ms: 1.03x slower                                  |
+| sqlglot_parse           | 1.25 ms                                                      | 1.29 ms: 1.03x slower                                  |
+| pickle_pure_python      | 294 us                                                       | 305 us: 1.04x slower                                   |
+| genshi_text             | 21.5 ms                                                      | 22.4 ms: 1.04x slower                                  |
+| tomli_loads             | 2.01 sec                                                     | 2.09 sec: 1.04x slower                                 |
+| gc_traversal            | 3.14 ms                                                      | 3.28 ms: 1.04x slower                                  |
+| django_template         | 34.1 ms                                                      | 35.8 ms: 1.05x slower                                  |
+| regex_effbot            | 3.08 ms                                                      | 3.28 ms: 1.06x slower                                  |
+| nbody                   | 85.1 ms                                                      | 92.4 ms: 1.09x slower                                  |
+| bench_thread_pool       | 919 us                                                       | 1.01 ms: 1.10x slower                                  |
+| json_dumps              | 10.5 ms                                                      | 11.6 ms: 1.10x slower                                  |
+| bench_mp_pool           | 11.0 ms                                                      | 63.3 ms: 5.76x slower                                  |
+| Geometric mean          | (ref)                                                        | 1.01x slower                                           |
+
+Benchmark hidden because not significant (13): asyncio_tcp, tornado_http, pickle, nqueens, richards, asyncio_websockets, xml_etree_parse, generators, sympy_expand, pylint, pyflate, typing_runtime_protocols, sqlite_synth
+Ignored benchmarks (13) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn
+
+# HPT report
+
+- Reliability score: 93.31% likely to be faster
+- 90% likely to have a speedup of 1.00x
+- 95% likely to have a speedup of 1.00x
+- 99% likely to have a speedup of 1.00x
+
+# Memory
+- memory change: 1.00x
\ No newline at end of file
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